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

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

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

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

> source("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/READ-TP/6159765/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/READ-TP/6159710/READ-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=READ-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=READ-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/READ-TP/6159710/READ-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/READ-TP/6159765/transformed.cor.cli.txt"

nPatients in clinical file=166, in cluster file=162, common to both=162
[1]  40 162
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
          56          106 
  1P MUTATED 1P WILD-TYPE 
          56          106 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
          57          105 
  1Q MUTATED 1Q WILD-TYPE 
          57          105 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
          50          112 
  2P MUTATED 2P WILD-TYPE 
          50          112 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
          47          115 
  2Q MUTATED 2Q WILD-TYPE 
          47          115 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
          42          120 
  3P MUTATED 3P WILD-TYPE 
          42          120 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
          44          118 
  3Q MUTATED 3Q WILD-TYPE 
          44          118 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
          67           95 
  4P MUTATED 4P WILD-TYPE 
          67           95 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
          70           92 
  4Q MUTATED 4Q WILD-TYPE 
          70           92 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
          60          102 
  5P MUTATED 5P WILD-TYPE 
          60          102 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
          62          100 
  5Q MUTATED 5Q WILD-TYPE 
          62          100 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
          53          109 
  6P MUTATED 6P WILD-TYPE 
          53          109 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
          57          105 
  6Q MUTATED 6Q WILD-TYPE 
          57          105 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
         102           60 
  7P MUTATED 7P WILD-TYPE 
         102           60 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
          86           76 
  7Q MUTATED 7Q WILD-TYPE 
          86           76 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
         114           48 
  8P MUTATED 8P WILD-TYPE 
         114           48 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
          99           63 
  8Q MUTATED 8Q WILD-TYPE 
          99           63 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
          64           98 
  9P MUTATED 9P WILD-TYPE 
          64           98 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
          55          107 
  9Q MUTATED 9Q WILD-TYPE 
          55          107 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
           44           118 
  10P MUTATED 10P WILD-TYPE 
           44           118 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
           43           119 
  10Q MUTATED 10Q WILD-TYPE 
           43           119 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
           54           108 
  11P MUTATED 11P WILD-TYPE 
           54           108 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
           55           107 
  11Q MUTATED 11Q WILD-TYPE 
           55           107 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
           55           107 
  12P MUTATED 12P WILD-TYPE 
           55           107 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
           43           119 
  12Q MUTATED 12Q WILD-TYPE 
           43           119 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
          118            44 
  13Q MUTATED 13Q WILD-TYPE 
          118            44 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
           73            89 
  14Q MUTATED 14Q WILD-TYPE 
           73            89 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
           75            87 
  15Q MUTATED 15Q WILD-TYPE 
           75            87 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
           48           114 
  16P MUTATED 16P WILD-TYPE 
           48           114 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
           53           109 
  16Q MUTATED 16Q WILD-TYPE 
           53           109 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
          112            50 
  17P MUTATED 17P WILD-TYPE 
          112            50 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
           55           107 
  17Q MUTATED 17Q WILD-TYPE 
           55           107 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
          133            29 
  18P MUTATED 18P WILD-TYPE 
          133            29 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
          141            21 
  18Q MUTATED 18Q WILD-TYPE 
          141            21 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
           53           109 
  19P MUTATED 19P WILD-TYPE 
           53           109 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
           51           111 
  19Q MUTATED 19Q WILD-TYPE 
           51           111 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
          129            33 
  20P MUTATED 20P WILD-TYPE 
          129            33 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
          143            19 
  20Q MUTATED 20Q WILD-TYPE 
          143            19 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
           76            86 
  21Q MUTATED 21Q WILD-TYPE 
           76            86 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
           66            96 
  22Q MUTATED 22Q WILD-TYPE 
           66            96 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
          57          105 
  XQ MUTATED XQ WILD-TYPE 
          57          105 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "MRNA_CNMF"                   "MRNA_CHIERARCHICAL"         
 [3] "CN_CNMF"                     "METHLYATION_CNMF"           
 [5] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [7] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [9] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[11] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 12 rows and 162 columns.

Variable 1:'MRNA_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'MRNA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'CN_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'RPPA_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'RPPA_CHIERARCHICAL':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 11:'MIRSEQ_MATURE_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "MRNA_CNMF"                   "MRNA_CHIERARCHICAL"         
 [3] "CN_CNMF"                     "METHLYATION_CNMF"           
 [5] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [7] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [9] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[11] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 162 columns, 0 survival variables, and 12 non-survival variables.
MRNA_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
CN_CNMF, nv=6, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=5, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=5, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=5, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        6      8      8
  1P WILD-TYPE     19     14     14
D1V1, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          6           19
  CLUS_2          8           14
  CLUS_3          8           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        6     14      2
  1P WILD-TYPE     18     15     14
D1V2, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          6           18
  CLUS_2         14           15
  CLUS_3          2           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P MUTATED        5     15      6     15     12      3
  1P WILD-TYPE      5     19     36     15     12     19
D1V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       11     16      8
  1P WILD-TYPE     13     23     22
D1V4, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         11           13
  CLUS_2         16           23
  CLUS_3          8           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       11     11     20
  1P WILD-TYPE     22     29     33
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         11           22
  CLUS_2         11           29
  CLUS_3         20           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED        2      4     11      7     18
  1P WILD-TYPE      4     13     21     19     27
D1V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       22     10     22
  1P WILD-TYPE     36     21     43
D1V7, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         22           36
  CLUS_2         10           21
  CLUS_3         22           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED       22      2     19     11
  1P WILD-TYPE     44      5     31     20
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         22           44
  CLUS_2          2            5
  CLUS_3         19           31
  CLUS_4         11           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED        8     18      4      3     17
  1P WILD-TYPE     10     24     13      5     39
D1V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        8     19     23
  1P WILD-TYPE     11     44     36
D1V10, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          8           11
  CLUS_2         19           44
  CLUS_3         23           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED        3      9     11      7
  1P WILD-TYPE      8     13     12     11
D1V11, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          3            8
  CLUS_2          9           13
  CLUS_3         11           12
  CLUS_4          7           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED        4      7      6      4      9
  1P WILD-TYPE      5     13      7      6     13
D1V12, multiclass

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        6      8      8
  1Q WILD-TYPE     19     14     14
D2V1, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          6           19
  CLUS_2          8           14
  CLUS_3          8           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        7     12      3
  1Q WILD-TYPE     17     17     13
D2V2, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          7           17
  CLUS_2         12           17
  CLUS_3          3           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q MUTATED        6     13      7     15     11      5
  1Q WILD-TYPE      4     21     35     15     13     17
D2V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       11     16      9
  1Q WILD-TYPE     13     23     21
D2V4, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         11           13
  CLUS_2         16           23
  CLUS_3          9           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       11     11     23
  1Q WILD-TYPE     22     29     30
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         11           22
  CLUS_2         11           29
  CLUS_3         23           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED        2      4     12      8     19
  1Q WILD-TYPE      4     13     20     18     26
D2V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       22     11     22
  1Q WILD-TYPE     36     20     43
D2V7, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         22           36
  CLUS_2         11           20
  CLUS_3         22           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED       22      2     19     12
  1Q WILD-TYPE     44      5     31     19
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         22           44
  CLUS_2          2            5
  CLUS_3         19           31
  CLUS_4         12           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED        8     17      3      4     15
  1Q WILD-TYPE     10     25     14      4     41
D2V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        8     18     21
  1Q WILD-TYPE     11     45     38
D2V10, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          8           11
  CLUS_2         18           45
  CLUS_3         21           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED        3      8     12      5
  1Q WILD-TYPE      8     14     11     13
D2V11, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          3            8
  CLUS_2          8           14
  CLUS_3         12           11
  CLUS_4          5           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED        3      6      6      4      9
  1Q WILD-TYPE      6     14      7      6     13
D2V12, multiclass

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        6      6      7
  2P WILD-TYPE     19     16     15
D3V1, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          6           19
  CLUS_2          6           16
  CLUS_3          7           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        6     11      2
  2P WILD-TYPE     18     18     14
D3V2, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          6           18
  CLUS_2         11           18
  CLUS_3          2           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P MUTATED        4     16      5     12      9      4
  2P WILD-TYPE      6     18     37     18     15     18
D3V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       11     12      7
  2P WILD-TYPE     13     27     23
D3V4, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         11           13
  CLUS_2         12           27
  CLUS_3          7           23
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       11     16     16
  2P WILD-TYPE     22     24     37
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         11           22
  CLUS_2         16           24
  CLUS_3         16           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED        2      5     12      9     15
  2P WILD-TYPE      4     12     20     17     30
D3V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       22      7     18
  2P WILD-TYPE     36     24     47
D3V7, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         22           36
  CLUS_2          7           24
  CLUS_3         18           47
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED       18      2     20      7
  2P WILD-TYPE     48      5     30     24
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         18           48
  CLUS_2          2            5
  CLUS_3         20           30
  CLUS_4          7           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED        7     13      6      4     14
  2P WILD-TYPE     11     29     11      4     42
D3V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        3     17     24
  2P WILD-TYPE     16     46     35
D3V10, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          3           16
  CLUS_2         17           46
  CLUS_3         24           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED        4      8      7      7
  2P WILD-TYPE      7     14     16     11
D3V11, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          4            7
  CLUS_2          8           14
  CLUS_3          7           16
  CLUS_4          7           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED        5      7      1      7      6
  2P WILD-TYPE      4     13     12      3     16
D3V12, multiclass

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        6      4      9
  2Q WILD-TYPE     19     18     13
D4V1, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          6           19
  CLUS_2          4           18
  CLUS_3          9           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        6     11      2
  2Q WILD-TYPE     18     18     14
D4V2, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          6           18
  CLUS_2         11           18
  CLUS_3          2           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q MUTATED        4     14      3     11     10      5
  2Q WILD-TYPE      6     20     39     19     14     17
D4V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       11     10      6
  2Q WILD-TYPE     13     29     24
D4V4, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         11           13
  CLUS_2         10           29
  CLUS_3          6           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       11     16     13
  2Q WILD-TYPE     22     24     40
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         11           22
  CLUS_2         16           24
  CLUS_3         13           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED        1      5     12      9     13
  2Q WILD-TYPE      5     12     20     17     32
D4V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       23      5     18
  2Q WILD-TYPE     35     26     47
D4V7, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         23           35
  CLUS_2          5           26
  CLUS_3         18           47
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED       18      2     21      5
  2Q WILD-TYPE     48      5     29     26
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         18           48
  CLUS_2          2            5
  CLUS_3         21           29
  CLUS_4          5           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED        8      9      6      4     13
  2Q WILD-TYPE     10     33     11      4     43
D4V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        3     17     20
  2Q WILD-TYPE     16     46     39
D4V10, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          3           16
  CLUS_2         17           46
  CLUS_3         20           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        4      8      4      6
  2Q WILD-TYPE      7     14     19     12
D4V11, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          4            7
  CLUS_2          8           14
  CLUS_3          4           19
  CLUS_4          6           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED        4      6      1      7      4
  2Q WILD-TYPE      5     14     12      3     18
D4V12, multiclass

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        5      4      4
  3P WILD-TYPE     20     18     18
D5V1, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          5           20
  CLUS_2          4           18
  CLUS_3          4           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        3      7      3
  3P WILD-TYPE     21     22     13
D5V2, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          3           21
  CLUS_2          7           22
  CLUS_3          3           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P MUTATED        3      9      8     10      9      3
  3P WILD-TYPE      7     25     34     20     15     19
D5V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        8     10     11
  3P WILD-TYPE     16     29     19
D5V4, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          8           16
  CLUS_2         10           29
  CLUS_3         11           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       11      6     17
  3P WILD-TYPE     22     34     36
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         11           22
  CLUS_2          6           34
  CLUS_3         17           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED        0      6      4     10     14
  3P WILD-TYPE      6     11     28     16     31
D5V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       16     11     12
  3P WILD-TYPE     42     20     53
D5V7, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         16           42
  CLUS_2         11           20
  CLUS_3         12           53
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED       12      3     14     10
  3P WILD-TYPE     54      4     36     21
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         12           54
  CLUS_2          3            4
  CLUS_3         14           36
  CLUS_4         10           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED        6     17      3      4     11
  3P WILD-TYPE     12     25     14      4     45
D5V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        6     13     22
  3P WILD-TYPE     13     50     37
D5V10, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          6           13
  CLUS_2         13           50
  CLUS_3         22           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        4      9     10      4
  3P WILD-TYPE      7     13     13     14
D5V11, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          4            7
  CLUS_2          9           13
  CLUS_3         10           13
  CLUS_4          4           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED        3      7      5      2     10
  3P WILD-TYPE      6     13      8      8     12
D5V12, multiclass

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        6      4      4
  3Q WILD-TYPE     19     18     18
D6V1, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          6           19
  CLUS_2          4           18
  CLUS_3          4           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        4      7      3
  3Q WILD-TYPE     20     22     13
D6V2, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          4           20
  CLUS_2          7           22
  CLUS_3          3           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q MUTATED        2      9      7     11     10      5
  3Q WILD-TYPE      8     25     35     19     14     17
D6V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        7     11     12
  3Q WILD-TYPE     17     28     18
D6V4, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          7           17
  CLUS_2         11           28
  CLUS_3         12           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       11      7     16
  3Q WILD-TYPE     22     33     37
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         11           22
  CLUS_2          7           33
  CLUS_3         16           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED        1      7      4      9     13
  3Q WILD-TYPE      5     10     28     17     32
D6V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       18     10     13
  3Q WILD-TYPE     40     21     52
D6V7, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         18           40
  CLUS_2         10           21
  CLUS_3         13           52
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED       14      2     16      9
  3Q WILD-TYPE     52      5     34     22
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         14           52
  CLUS_2          2            5
  CLUS_3         16           34
  CLUS_4          9           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED        7     17      3      4     11
  3Q WILD-TYPE     11     25     14      4     45
D6V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        6     14     22
  3Q WILD-TYPE     13     49     37
D6V10, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          6           13
  CLUS_2         14           49
  CLUS_3         22           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        4      9      9      5
  3Q WILD-TYPE      7     13     14     13
D6V11, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          4            7
  CLUS_2          9           13
  CLUS_3          9           14
  CLUS_4          5           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED        3      7      5      3      9
  3Q WILD-TYPE      6     13      8      7     13
D6V12, multiclass

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        8     10      9
  4P WILD-TYPE     17     12     13
D7V1, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          8           17
  CLUS_2         10           12
  CLUS_3          9           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        6     15      6
  4P WILD-TYPE     18     14     10
D7V2, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          6           18
  CLUS_2         15           14
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P MUTATED        4     15      8     17     18      5
  4P WILD-TYPE      6     19     34     13      6     17
D7V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       16     14     10
  4P WILD-TYPE      8     25     20
D7V4, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         16            8
  CLUS_2         14           25
  CLUS_3         10           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       11     19     20
  4P WILD-TYPE     22     21     33
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         11           22
  CLUS_2         19           21
  CLUS_3         20           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED        0      5     18     10     17
  4P WILD-TYPE      6     12     14     16     28
D7V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       24     12     26
  4P WILD-TYPE     34     19     39
D7V7, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         24           34
  CLUS_2         12           19
  CLUS_3         26           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED       24      3     20     15
  4P WILD-TYPE     42      4     30     16
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         24           42
  CLUS_2          3            4
  CLUS_3         20           30
  CLUS_4         15           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED        8     22      7      3     23
  4P WILD-TYPE     10     20     10      5     33
D7V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       13     23     27
  4P WILD-TYPE      6     40     32
D7V10, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         13            6
  CLUS_2         23           40
  CLUS_3         27           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED        7      9     10     11
  4P WILD-TYPE      4     13     13      7
D7V11, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          7            4
  CLUS_2          9           13
  CLUS_3         10           13
  CLUS_4         11            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED        5      8      9      4     11
  4P WILD-TYPE      4     12      4      6     11
D7V12, multiclass

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        8     10     10
  4Q WILD-TYPE     17     12     12
D8V1, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          8           17
  CLUS_2         10           12
  CLUS_3         10           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        7     16      5
  4Q WILD-TYPE     17     13     11
D8V2, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          7           17
  CLUS_2         16           13
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q MUTATED        5     17      7     18     18      5
  4Q WILD-TYPE      5     17     35     12      6     17
D8V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       16     18      8
  4Q WILD-TYPE      8     21     22
D8V4, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         16            8
  CLUS_2         18           21
  CLUS_3          8           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       13     19     19
  4Q WILD-TYPE     20     21     34
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         13           20
  CLUS_2         19           21
  CLUS_3         19           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED        1      5     17     10     18
  4Q WILD-TYPE      5     12     15     16     27
D8V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       26     12     28
  4Q WILD-TYPE     32     19     37
D8V7, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         26           32
  CLUS_2         12           19
  CLUS_3         28           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED       26      3     23     14
  4Q WILD-TYPE     40      4     27     17
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         26           40
  CLUS_2          3            4
  CLUS_3         23           27
  CLUS_4         14           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED        9     22      7      4     24
  4Q WILD-TYPE      9     20     10      4     32
D8V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       13     24     29
  4Q WILD-TYPE      6     39     30
D8V10, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         13            6
  CLUS_2         24           39
  CLUS_3         29           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED        6     10     11     11
  4Q WILD-TYPE      5     12     12      7
D8V11, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          6            5
  CLUS_2         10           12
  CLUS_3         11           12
  CLUS_4         11            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED        4      9      8      4     13
  4Q WILD-TYPE      5     11      5      6      9
D8V12, multiclass

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        7      6     11
  5P WILD-TYPE     18     16     11
D9V1, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          7           18
  CLUS_2          6           16
  CLUS_3         11           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        6     13      5
  5P WILD-TYPE     18     16     11
D9V2, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          6           18
  CLUS_2         13           16
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P MUTATED        3     13      7     15     14      8
  5P WILD-TYPE      7     21     35     15     10     14
D9V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       10     10     17
  5P WILD-TYPE     14     29     13
D9V4, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         10           14
  CLUS_2         10           29
  CLUS_3         17           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       14     15     19
  5P WILD-TYPE     19     25     34
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         14           19
  CLUS_2         15           25
  CLUS_3         19           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED        0      6     14     10     18
  5P WILD-TYPE      6     11     18     16     27
D9V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       26      8     24
  5P WILD-TYPE     32     23     41
D9V7, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         26           32
  CLUS_2          8           23
  CLUS_3         24           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED       24      1     24      9
  5P WILD-TYPE     42      6     26     22
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         24           42
  CLUS_2          1            6
  CLUS_3         24           26
  CLUS_4          9           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED        7     16      6      4     18
  5P WILD-TYPE     11     26     11      4     38
D9V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        9     20     22
  5P WILD-TYPE     10     43     37
D9V10, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          9           10
  CLUS_2         20           43
  CLUS_3         22           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED        4      9      9      7
  5P WILD-TYPE      7     13     14     11
D9V11, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          4            7
  CLUS_2          9           13
  CLUS_3          9           14
  CLUS_4          7           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED        3      7      5      5      9
  5P WILD-TYPE      6     13      8      5     13
D9V12, multiclass

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        6      7     12
  5Q WILD-TYPE     19     15     10
D10V1, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          6           19
  CLUS_2          7           15
  CLUS_3         12           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        5     17      3
  5Q WILD-TYPE     19     12     13
D10V2, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          5           19
  CLUS_2         17           12
  CLUS_3          3           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q MUTATED        2     16      6     16     14      8
  5Q WILD-TYPE      8     18     36     14     10     14
D10V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       11     11     16
  5Q WILD-TYPE     13     28     14
D10V4, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         11           13
  CLUS_2         11           28
  CLUS_3         16           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       15     16     17
  5Q WILD-TYPE     18     24     36
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         15           18
  CLUS_2         16           24
  CLUS_3         17           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED        1      6     14     11     16
  5Q WILD-TYPE      5     11     18     15     29
D10V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       25      8     26
  5Q WILD-TYPE     33     23     39
D10V7, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         25           33
  CLUS_2          8           23
  CLUS_3         26           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED       25      2     23      9
  5Q WILD-TYPE     41      5     27     22
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         25           41
  CLUS_2          2            5
  CLUS_3         23           27
  CLUS_4          9           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED        8     17      6      4     20
  5Q WILD-TYPE     10     25     11      4     36
D10V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       10     21     24
  5Q WILD-TYPE      9     42     35
D10V10, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         10            9
  CLUS_2         21           42
  CLUS_3         24           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED        4     10      9      8
  5Q WILD-TYPE      7     12     14     10
D10V11, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          4            7
  CLUS_2         10           12
  CLUS_3          9           14
  CLUS_4          8           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED        3      9      5      4     10
  5Q WILD-TYPE      6     11      8      6     12
D10V12, multiclass

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        7      8      7
  6P WILD-TYPE     18     14     15
D11V1, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          7           18
  CLUS_2          8           14
  CLUS_3          7           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        6     11      5
  6P WILD-TYPE     18     18     11
D11V2, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          6           18
  CLUS_2         11           18
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P MUTATED        5     14      7     10     14      3
  6P WILD-TYPE      5     20     35     20     10     19
D11V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       13      8     10
  6P WILD-TYPE     11     31     20
D11V4, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         13           11
  CLUS_2          8           31
  CLUS_3         10           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        9     11     19
  6P WILD-TYPE     24     29     34
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          9           24
  CLUS_2         11           29
  CLUS_3         19           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED        1      5     10     10     13
  6P WILD-TYPE      5     12     22     16     32
D11V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       21     10     21
  6P WILD-TYPE     37     21     44
D11V7, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         21           37
  CLUS_2         10           21
  CLUS_3         21           44
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED       20      2     18     12
  6P WILD-TYPE     46      5     32     19
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         20           46
  CLUS_2          2            5
  CLUS_3         18           32
  CLUS_4         12           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED        9     16      4      4     18
  6P WILD-TYPE      9     26     13      4     38
D11V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        6     22     23
  6P WILD-TYPE     13     41     36
D11V10, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          6           13
  CLUS_2         22           41
  CLUS_3         23           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED        3     12     10      4
  6P WILD-TYPE      8     10     13     14
D11V11, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          3            8
  CLUS_2         12           10
  CLUS_3         10           13
  CLUS_4          4           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED        3      8      6      3      9
  6P WILD-TYPE      6     12      7      7     13
D11V12, multiclass

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        7     11      7
  6Q WILD-TYPE     18     11     15
D12V1, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          7           18
  CLUS_2         11           11
  CLUS_3          7           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        6     12      7
  6Q WILD-TYPE     18     17      9
D12V2, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          6           18
  CLUS_2         12           17
  CLUS_3          7            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q MUTATED        4     15      9     12     14      3
  6Q WILD-TYPE      6     19     33     18     10     19
D12V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       12     10     10
  6Q WILD-TYPE     12     29     20
D12V4, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         12           12
  CLUS_2         10           29
  CLUS_3         10           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       10     11     20
  6Q WILD-TYPE     23     29     33
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         10           23
  CLUS_2         11           29
  CLUS_3         20           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED        1      5     10     11     14
  6Q WILD-TYPE      5     12     22     15     31
D12V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       19     12     24
  6Q WILD-TYPE     39     19     41
D12V7, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         19           39
  CLUS_2         12           19
  CLUS_3         24           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED       22      3     16     14
  6Q WILD-TYPE     44      4     34     17
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         22           44
  CLUS_2          3            4
  CLUS_3         16           34
  CLUS_4         14           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED        8     18      4      4     21
  6Q WILD-TYPE     10     24     13      4     35
D12V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        6     25     24
  6Q WILD-TYPE     13     38     35
D12V10, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          6           13
  CLUS_2         25           38
  CLUS_3         24           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED        3     10     12      5
  6Q WILD-TYPE      8     12     11     13
D12V11, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          3            8
  CLUS_2         10           12
  CLUS_3         12           11
  CLUS_4          5           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED        3      6      6      3     12
  6Q WILD-TYPE      6     14      7      7     10
D12V12, multiclass

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        9     11     18
  7P WILD-TYPE     16     11      4
D13V1, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          9           16
  CLUS_2         11           11
  CLUS_3         18            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        9     22      7
  7P WILD-TYPE     15      7      9
D13V2, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          9           15
  CLUS_2         22            7
  CLUS_3          7            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P MUTATED        7     31     16     14     18     16
  7P WILD-TYPE      3      3     26     16      6      6
D13V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       22     21     21
  7P WILD-TYPE      2     18      9
D13V4, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         22            2
  CLUS_2         21           18
  CLUS_3         21            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       24     25     34
  7P WILD-TYPE      9     15     19
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         24            9
  CLUS_2         25           15
  CLUS_3         34           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED        3     11     18     18     33
  7P WILD-TYPE      3      6     14      8     12
D13V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       47     17     35
  7P WILD-TYPE     11     14     30
D13V7, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         47           11
  CLUS_2         17           14
  CLUS_3         35           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED       38      1     43     17
  7P WILD-TYPE     28      6      7     14
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         38           28
  CLUS_2          1            6
  CLUS_3         43            7
  CLUS_4         17           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED       16     29     10      5     29
  7P WILD-TYPE      2     13      7      3     27
D13V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       15     32     42
  7P WILD-TYPE      4     31     17
D13V10, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         15            4
  CLUS_2         32           31
  CLUS_3         42           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED        5     19     17     13
  7P WILD-TYPE      6      3      6      5
D13V11, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          5            6
  CLUS_2         19            3
  CLUS_3         17            6
  CLUS_4         13            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED        4     17      9      8     16
  7P WILD-TYPE      5      3      4      2      6
D13V12, multiclass

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        9     10     15
  7Q WILD-TYPE     16     12      7
D14V1, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          9           16
  CLUS_2         10           12
  CLUS_3         15            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        9     19      6
  7Q WILD-TYPE     15     10     10
D14V2, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          9           15
  CLUS_2         19           10
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q MUTATED        4     25     13     11     18     15
  7Q WILD-TYPE      6      9     29     19      6      7
D14V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       16     18     17
  7Q WILD-TYPE      8     21     13
D14V4, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         16            8
  CLUS_2         18           21
  CLUS_3         17           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       19     23     27
  7Q WILD-TYPE     14     17     26
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         19           14
  CLUS_2         23           17
  CLUS_3         27           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED        3     10     16     15     25
  7Q WILD-TYPE      3      7     16     11     20
D14V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       38     14     31
  7Q WILD-TYPE     20     17     34
D14V7, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         38           20
  CLUS_2         14           17
  CLUS_3         31           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED       34      1     34     14
  7Q WILD-TYPE     32      6     16     17
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         34           32
  CLUS_2          1            6
  CLUS_3         34           16
  CLUS_4         14           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED       12     26      8      4     26
  7Q WILD-TYPE      6     16      9      4     30
D14V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       11     30     35
  7Q WILD-TYPE      8     33     24
D14V10, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         11            8
  CLUS_2         30           33
  CLUS_3         35           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED        5     15     15     10
  7Q WILD-TYPE      6      7      8      8
D14V11, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          5            6
  CLUS_2         15            7
  CLUS_3         15            8
  CLUS_4         10            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED        4     13      7      7     14
  7Q WILD-TYPE      5      7      6      3      8
D14V12, multiclass

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       15     14     20
  8P WILD-TYPE     10      8      2
D15V1, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         15           10
  CLUS_2         14            8
  CLUS_3         20            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       16     24      9
  8P WILD-TYPE      8      5      7
D15V2, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         16            8
  CLUS_2         24            5
  CLUS_3          9            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P MUTATED        7     28     14     25     18     22
  8P WILD-TYPE      3      6     28      5      6      0
D15V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       20     26     20
  8P WILD-TYPE      4     13     10
D15V4, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         20            4
  CLUS_2         26           13
  CLUS_3         20           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       23     30     37
  8P WILD-TYPE     10     10     16
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         23           10
  CLUS_2         30           10
  CLUS_3         37           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED        4     10     25     19     32
  8P WILD-TYPE      2      7      7      7     13
D15V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       45     14     49
  8P WILD-TYPE     13     17     16
D15V7, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         45           13
  CLUS_2         14           17
  CLUS_3         49           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED       47      3     40     18
  8P WILD-TYPE     19      4     10     13
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         47           19
  CLUS_2          3            4
  CLUS_3         40           10
  CLUS_4         18           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED       13     33     11      6     39
  8P WILD-TYPE      5      9      6      2     17
D15V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       15     42     45
  8P WILD-TYPE      4     21     14
D15V10, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         15            4
  CLUS_2         42           21
  CLUS_3         45           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED        6     18     17     15
  8P WILD-TYPE      5      4      6      3
D15V11, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          6            5
  CLUS_2         18            4
  CLUS_3         17            6
  CLUS_4         15            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED        4     16      9     10     17
  8P WILD-TYPE      5      4      4      0      5
D15V12, multiclass

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       12     13     17
  8Q WILD-TYPE     13      9      5
D16V1, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         12           13
  CLUS_2         13            9
  CLUS_3         17            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       13     21      8
  8Q WILD-TYPE     11      8      8
D16V2, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         13           11
  CLUS_2         21            8
  CLUS_3          8            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q MUTATED        7     24     12     21     13     22
  8Q WILD-TYPE      3     10     30      9     11      0
D16V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       20     22     16
  8Q WILD-TYPE      4     17     14
D16V4, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         20            4
  CLUS_2         22           17
  CLUS_3         16           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       20     28     32
  8Q WILD-TYPE     13     12     21
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         20           13
  CLUS_2         28           12
  CLUS_3         32           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED        4      9     23     15     29
  8Q WILD-TYPE      2      8      9     11     16
D16V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       40     13     41
  8Q WILD-TYPE     18     18     24
D16V7, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         40           18
  CLUS_2         13           18
  CLUS_3         41           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED       39      3     37     15
  8Q WILD-TYPE     27      4     13     16
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         39           27
  CLUS_2          3            4
  CLUS_3         37           13
  CLUS_4         15           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED       11     31      8      5     33
  8Q WILD-TYPE      7     11      9      3     23
D16V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       14     36     38
  8Q WILD-TYPE      5     27     21
D16V10, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         14            5
  CLUS_2         36           27
  CLUS_3         38           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED        7     16     14     13
  8Q WILD-TYPE      4      6      9      5
D16V11, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          7            4
  CLUS_2         16            6
  CLUS_3         14            9
  CLUS_4         13            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED        3     13     10      8     16
  8Q WILD-TYPE      6      7      3      2      6
D16V12, multiclass

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED        7     12      9
  9P WILD-TYPE     18     10     13
D17V1, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          7           18
  CLUS_2         12           10
  CLUS_3          9           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED        8     12      8
  9P WILD-TYPE     16     17      8
D17V2, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          8           16
  CLUS_2         12           17
  CLUS_3          8            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P MUTATED        5     14     12     16      6     11
  9P WILD-TYPE      5     20     30     14     18     11
D17V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       11     10     16
  9P WILD-TYPE     13     29     14
D17V4, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         11           13
  CLUS_2         10           29
  CLUS_3         16           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       13     15     23
  9P WILD-TYPE     20     25     30
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         13           20
  CLUS_2         15           25
  CLUS_3         23           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED        1      6     11     14     19
  9P WILD-TYPE      5     11     21     12     26
D17V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       22     10     26
  9P WILD-TYPE     36     21     39
D17V7, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         22           36
  CLUS_2         10           21
  CLUS_3         26           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED       26      2     20     10
  9P WILD-TYPE     40      5     30     21
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         26           40
  CLUS_2          2            5
  CLUS_3         20           30
  CLUS_4         10           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED        9     16      4      6     21
  9P WILD-TYPE      9     26     13      2     35
D17V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       11     26     19
  9P WILD-TYPE      8     37     40
D17V10, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         11            8
  CLUS_2         26           37
  CLUS_3         19           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED        4      9      9      7
  9P WILD-TYPE      7     13     14     11
D17V11, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          4            7
  CLUS_2          9           13
  CLUS_3          9           14
  CLUS_4          7           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED        2      7      9      3      8
  9P WILD-TYPE      7     13      4      7     14
D17V12, multiclass

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        6      9     10
  9Q WILD-TYPE     19     13     12
D18V1, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          6           19
  CLUS_2          9           13
  CLUS_3         10           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        7     12      6
  9Q WILD-TYPE     17     17     10
D18V2, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          7           17
  CLUS_2         12           17
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q MUTATED        5     12     11     10      6     11
  9Q WILD-TYPE      5     22     31     20     18     11
D18V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       11      9     11
  9Q WILD-TYPE     13     30     19
D18V4, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         11           13
  CLUS_2          9           30
  CLUS_3         11           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       11     13     20
  9Q WILD-TYPE     22     27     33
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         11           22
  CLUS_2         13           27
  CLUS_3         20           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED        1      5      9     12     17
  9Q WILD-TYPE      5     12     23     14     28
D18V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       18     10     22
  9Q WILD-TYPE     40     21     43
D18V7, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         18           40
  CLUS_2         10           21
  CLUS_3         22           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED       22      2     16     10
  9Q WILD-TYPE     44      5     34     21
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         22           44
  CLUS_2          2            5
  CLUS_3         16           34
  CLUS_4         10           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED        8     14      3      5     18
  9Q WILD-TYPE     10     28     14      3     38
D18V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        9     22     17
  9Q WILD-TYPE     10     41     42
D18V10, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          9           10
  CLUS_2         22           41
  CLUS_3         17           42
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED        4      7      8      6
  9Q WILD-TYPE      7     15     15     12
D18V11, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          4            7
  CLUS_2          7           15
  CLUS_3          8           15
  CLUS_4          6           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED        2      6      8      3      6
  9Q WILD-TYPE      7     14      5      7     16
D18V12, multiclass

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        9      4      4
  10P WILD-TYPE     16     18     18
D19V1, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           9            16
  CLUS_2           4            18
  CLUS_3           4            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       10      5      2
  10P WILD-TYPE     14     24     14
D19V2, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          10            14
  CLUS_2           5            24
  CLUS_3           2            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P MUTATED        4     10      5      9      9      7
  10P WILD-TYPE      6     24     37     21     15     15
D19V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       10     10      7
  10P WILD-TYPE     14     29     23
D19V4, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          10            14
  CLUS_2          10            29
  CLUS_3           7            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        6     11     19
  10P WILD-TYPE     27     29     34
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           6            27
  CLUS_2          11            29
  CLUS_3          19            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED        3      5      8      3     17
  10P WILD-TYPE      3     12     24     23     28
D19V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       18      4     17
  10P WILD-TYPE     40     27     48
D19V7, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          18            40
  CLUS_2           4            27
  CLUS_3          17            48
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED       16      2     17      4
  10P WILD-TYPE     50      5     33     27
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          16            50
  CLUS_2           2             5
  CLUS_3          17            33
  CLUS_4           4            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED        6     13      3      2     15
  10P WILD-TYPE     12     29     14      6     41
D19V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        7     16     16
  10P WILD-TYPE     12     47     43
D19V10, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           7            12
  CLUS_2          16            47
  CLUS_3          16            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED        2      7      8      5
  10P WILD-TYPE      9     15     15     13
D19V11, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           2             9
  CLUS_2           7            15
  CLUS_3           8            15
  CLUS_4           5            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED        1      7      6      3      5
  10P WILD-TYPE      8     13      7      7     17
D19V12, multiclass

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        9      5      4
  10Q WILD-TYPE     16     17     18
D20V1, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           9            16
  CLUS_2           5            17
  CLUS_3           4            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        8      7      3
  10Q WILD-TYPE     16     22     13
D20V2, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2           7            22
  CLUS_3           3            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q MUTATED        4     10      4     12      8      5
  10Q WILD-TYPE      6     24     38     18     16     17
D20V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       10      9      6
  10Q WILD-TYPE     14     30     24
D20V4, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          10            14
  CLUS_2           9            30
  CLUS_3           6            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        7      8     19
  10Q WILD-TYPE     26     32     34
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           7            26
  CLUS_2           8            32
  CLUS_3          19            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED        4      3      7      4     16
  10Q WILD-TYPE      2     14     25     22     29
D20V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       17      3     19
  10Q WILD-TYPE     41     28     46
D20V7, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          17            41
  CLUS_2           3            28
  CLUS_3          19            46
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED       18      2     16      3
  10Q WILD-TYPE     48      5     34     28
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          18            48
  CLUS_2           2             5
  CLUS_3          16            34
  CLUS_4           3            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED        6     12      2      2     17
  10Q WILD-TYPE     12     30     15      6     39
D20V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        7     18     14
  10Q WILD-TYPE     12     45     45
D20V10, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           7            12
  CLUS_2          18            45
  CLUS_3          14            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED        2      7      7      4
  10Q WILD-TYPE      9     15     16     14
D20V11, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           2             9
  CLUS_2           7            15
  CLUS_3           7            16
  CLUS_4           4            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED        1      6      6      3      4
  10Q WILD-TYPE      8     14      7      7     18
D20V12, multiclass

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        5      9      6
  11P WILD-TYPE     20     13     16
D21V1, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           5            20
  CLUS_2           9            13
  CLUS_3           6            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        4      9      7
  11P WILD-TYPE     20     20      9
D21V2, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           4            20
  CLUS_2           9            20
  CLUS_3           7             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P MUTATED        5     12      8     14     10      5
  11P WILD-TYPE      5     22     34     16     14     17
D21V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        9     15     10
  11P WILD-TYPE     15     24     20
D21V4, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           9            15
  CLUS_2          15            24
  CLUS_3          10            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       12     11     21
  11P WILD-TYPE     21     29     32
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          12            21
  CLUS_2          11            29
  CLUS_3          21            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED        3      5      9      9     18
  11P WILD-TYPE      3     12     23     17     27
D21V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       22     12     19
  11P WILD-TYPE     36     19     46
D21V7, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          22            36
  CLUS_2          12            19
  CLUS_3          19            46
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED       18      3     19     13
  11P WILD-TYPE     48      4     31     18
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          18            48
  CLUS_2           3             4
  CLUS_3          19            31
  CLUS_4          13            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED        6     18      5      5     15
  11P WILD-TYPE     12     24     12      3     41
D21V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        4     19     26
  11P WILD-TYPE     15     44     33
D21V10, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           4            15
  CLUS_2          19            44
  CLUS_3          26            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        0      8     12      9
  11P WILD-TYPE     11     14     11      9
D21V11, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           0            11
  CLUS_2           8            14
  CLUS_3          12            11
  CLUS_4           9             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED        2      8      2      4     13
  11P WILD-TYPE      7     12     11      6      9
D21V12, multiclass

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        5     11      5
  11Q WILD-TYPE     20     11     17
D22V1, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           5            20
  CLUS_2          11            11
  CLUS_3           5            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        4      9      8
  11Q WILD-TYPE     20     20      8
D22V2, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           4            20
  CLUS_2           9            20
  CLUS_3           8             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q MUTATED        6     12      8     13     11      5
  11Q WILD-TYPE      4     22     34     17     13     17
D22V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       10     16      8
  11Q WILD-TYPE     14     23     22
D22V4, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          10            14
  CLUS_2          16            23
  CLUS_3           8            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       12      9     20
  11Q WILD-TYPE     21     31     33
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          12            21
  CLUS_2           9            31
  CLUS_3          20            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        3      4      8      9     17
  11Q WILD-TYPE      3     13     24     17     28
D22V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       22     12     20
  11Q WILD-TYPE     36     19     45
D22V7, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          22            36
  CLUS_2          12            19
  CLUS_3          20            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED       19      3     18     14
  11Q WILD-TYPE     47      4     32     17
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          19            47
  CLUS_2           3             4
  CLUS_3          18            32
  CLUS_4          14            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        6     19      4      5     16
  11Q WILD-TYPE     12     23     13      3     40
D22V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        4     20     26
  11Q WILD-TYPE     15     43     33
D22V10, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           4            15
  CLUS_2          20            43
  CLUS_3          26            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        1      8     11      9
  11Q WILD-TYPE     10     14     12      9
D22V11, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           1            10
  CLUS_2           8            14
  CLUS_3          11            12
  CLUS_4           9             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        3      8      2      4     12
  11Q WILD-TYPE      6     12     11      6     10
D22V12, multiclass

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        6     10      8
  12P WILD-TYPE     19     12     14
D23V1, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           6            19
  CLUS_2          10            12
  CLUS_3           8            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        7     11      6
  12P WILD-TYPE     17     18     10
D23V2, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           7            17
  CLUS_2          11            18
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P MUTATED        3     10      8     17     10      7
  12P WILD-TYPE      7     24     34     13     14     15
D23V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        6     11     13
  12P WILD-TYPE     18     28     17
D23V4, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           6            18
  CLUS_2          11            28
  CLUS_3          13            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       14     10     21
  12P WILD-TYPE     19     30     32
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          14            19
  CLUS_2          10            30
  CLUS_3          21            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED        3      5      6     12     19
  12P WILD-TYPE      3     12     26     14     26
D23V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       19      9     25
  12P WILD-TYPE     39     22     40
D23V7, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          19            39
  CLUS_2           9            22
  CLUS_3          25            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED       23      3     18      9
  12P WILD-TYPE     43      4     32     22
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          23            43
  CLUS_2           3             4
  CLUS_3          18            32
  CLUS_4           9            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED        7     15      4      3     22
  12P WILD-TYPE     11     27     13      5     34
D23V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        6     23     22
  12P WILD-TYPE     13     40     37
D23V10, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           6            13
  CLUS_2          23            40
  CLUS_3          22            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED        4      9      7      6
  12P WILD-TYPE      7     13     16     12
D23V11, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           4             7
  CLUS_2           9            13
  CLUS_3           7            16
  CLUS_4           6            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED        3      7      4      3      9
  12P WILD-TYPE      6     13      9      7     13
D23V12, multiclass

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        4      6      7
  12Q WILD-TYPE     21     16     15
D24V1, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           4            21
  CLUS_2           6            16
  CLUS_3           7            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        5     10      2
  12Q WILD-TYPE     19     19     14
D24V2, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5            19
  CLUS_2          10            19
  CLUS_3           2            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q MUTATED        3     10      6     11      8      5
  12Q WILD-TYPE      7     24     36     19     16     17
D24V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        5     10     10
  12Q WILD-TYPE     19     29     20
D24V4, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5            19
  CLUS_2          10            29
  CLUS_3          10            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       11      8     19
  12Q WILD-TYPE     22     32     34
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          11            22
  CLUS_2           8            32
  CLUS_3          19            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED        2      4      5      9     18
  12Q WILD-TYPE      4     13     27     17     27
D24V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       16      7     18
  12Q WILD-TYPE     42     24     47
D24V7, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          16            42
  CLUS_2           7            24
  CLUS_3          18            47
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED       15      3     15      8
  12Q WILD-TYPE     51      4     35     23
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          15            51
  CLUS_2           3             4
  CLUS_3          15            35
  CLUS_4           8            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED        4     14      3      2     16
  12Q WILD-TYPE     14     28     14      6     40
D24V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        5     15     19
  12Q WILD-TYPE     14     48     40
D24V10, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5            14
  CLUS_2          15            48
  CLUS_3          19            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED        4      7      7      4
  12Q WILD-TYPE      7     15     16     14
D24V11, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           4             7
  CLUS_2           7            15
  CLUS_3           7            16
  CLUS_4           4            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED        3      5      3      2      9
  12Q WILD-TYPE      6     15     10      8     13
D24V12, multiclass

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       17     13     16
  13Q WILD-TYPE      8      9      6
D25V1, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          17             8
  CLUS_2          13             9
  CLUS_3          16             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       17     18     11
  13Q WILD-TYPE      7     11      5
D25V2, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          17             7
  CLUS_2          18            11
  CLUS_3          11             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q MUTATED        8     28     19     20     24     19
  13Q WILD-TYPE      2      6     23     10      0      3
D25V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       22     30     21
  13Q WILD-TYPE      2      9      9
D25V4, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          22             2
  CLUS_2          30             9
  CLUS_3          21             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       25     28     39
  13Q WILD-TYPE      8     12     14
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          25             8
  CLUS_2          28            12
  CLUS_3          39            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED        2     10     24     20     36
  13Q WILD-TYPE      4      7      8      6      9
D25V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       45     23     44
  13Q WILD-TYPE     13      8     21
D25V7, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          45            13
  CLUS_2          23             8
  CLUS_3          44            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED       46      0     41     25
  13Q WILD-TYPE     20      7      9      6
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          46            20
  CLUS_2           0             7
  CLUS_3          41             9
  CLUS_4          25             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED       15     38     12      6     35
  13Q WILD-TYPE      3      4      5      2     21
D25V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       14     41     51
  13Q WILD-TYPE      5     22      8
D25V10, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          14             5
  CLUS_2          41            22
  CLUS_3          51             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED        7     20     21     14
  13Q WILD-TYPE      4      2      2      4
D25V11, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           7             4
  CLUS_2          20             2
  CLUS_3          21             2
  CLUS_4          14             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED        8     16      9      8     21
  13Q WILD-TYPE      1      4      4      2      1
D25V12, multiclass

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       10      8     13
  14Q WILD-TYPE     15     14      9
D26V1, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          10            15
  CLUS_2           8            14
  CLUS_3          13             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       10     15      6
  14Q WILD-TYPE     14     14     10
D26V2, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          10            14
  CLUS_2          15            14
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q MUTATED        7     21     10     15     14      6
  14Q WILD-TYPE      3     13     32     15     10     16
D26V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       13     18     12
  14Q WILD-TYPE     11     21     18
D26V4, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          13            11
  CLUS_2          18            21
  CLUS_3          12            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       15     17     26
  14Q WILD-TYPE     18     23     27
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          15            18
  CLUS_2          17            23
  CLUS_3          26            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED        1      5     14     13     25
  14Q WILD-TYPE      5     12     18     13     20
D26V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       26     13     30
  14Q WILD-TYPE     32     18     35
D26V7, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          26            32
  CLUS_2          13            18
  CLUS_3          30            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED       30      2     21     16
  14Q WILD-TYPE     36      5     29     15
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          30            36
  CLUS_2           2             5
  CLUS_3          21            29
  CLUS_4          16            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED        6     25      6      5     22
  14Q WILD-TYPE     12     17     11      3     34
D26V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       10     24     30
  14Q WILD-TYPE      9     39     29
D26V10, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          10             9
  CLUS_2          24            39
  CLUS_3          30            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED        4      9     14      9
  14Q WILD-TYPE      7     13      9      9
D26V11, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           4             7
  CLUS_2           9            13
  CLUS_3          14             9
  CLUS_4           9             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED        4      8      6      5     13
  14Q WILD-TYPE      5     12      7      5      9
D26V12, multiclass

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       10     11     13
  15Q WILD-TYPE     15     11      9
D27V1, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          10            15
  CLUS_2          11            11
  CLUS_3          13             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        8     20      6
  15Q WILD-TYPE     16      9     10
D27V2, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2          20             9
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q MUTATED        6     16     11     19     16      7
  15Q WILD-TYPE      4     18     31     11      8     15
D27V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       11     17     14
  15Q WILD-TYPE     13     22     16
D27V4, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          11            13
  CLUS_2          17            22
  CLUS_3          14            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       11     18     29
  15Q WILD-TYPE     22     22     24
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          11            22
  CLUS_2          18            22
  CLUS_3          29            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED        2      5     15     10     26
  15Q WILD-TYPE      4     12     17     16     19
D27V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       28     12     32
  15Q WILD-TYPE     30     19     33
D27V7, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          28            30
  CLUS_2          12            19
  CLUS_3          32            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED       31      4     26     11
  15Q WILD-TYPE     35      3     24     20
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          31            35
  CLUS_2           4             3
  CLUS_3          26            24
  CLUS_4          11            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED       11     19      6      3     26
  15Q WILD-TYPE      7     23     11      5     30
D27V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        9     29     27
  15Q WILD-TYPE     10     34     32
D27V10, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           9            10
  CLUS_2          29            34
  CLUS_3          27            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        5     11     11      7
  15Q WILD-TYPE      6     11     12     11
D27V11, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           5             6
  CLUS_2          11            11
  CLUS_3          11            12
  CLUS_4           7            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED        3     11      5      5     10
  15Q WILD-TYPE      6      9      8      5     12
D27V12, multiclass

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        7      4      9
  16P WILD-TYPE     18     18     13
D28V1, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           7            18
  CLUS_2           4            18
  CLUS_3           9            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        7     10      3
  16P WILD-TYPE     17     19     13
D28V2, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           7            17
  CLUS_2          10            19
  CLUS_3           3            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P MUTATED        3     14      3     10     11      7
  16P WILD-TYPE      7     20     39     20     13     15
D28V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        8      9     11
  16P WILD-TYPE     16     30     19
D28V4, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           8            16
  CLUS_2           9            30
  CLUS_3          11            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       11     11     13
  16P WILD-TYPE     22     29     40
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          11            22
  CLUS_2          11            29
  CLUS_3          13            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED        2      4      9      8     12
  16P WILD-TYPE      4     13     23     18     33
D28V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       21      8     18
  16P WILD-TYPE     37     23     47
D28V7, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          21            37
  CLUS_2           8            23
  CLUS_3          18            47
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED       18      2     17     10
  16P WILD-TYPE     48      5     33     21
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          18            48
  CLUS_2           2             5
  CLUS_3          17            33
  CLUS_4          10            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED        4     18      2      4     15
  16P WILD-TYPE     14     24     15      4     41
D28V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        4     17     22
  16P WILD-TYPE     15     46     37
D28V10, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           4            15
  CLUS_2          17            46
  CLUS_3          22            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED        1     10     10      4
  16P WILD-TYPE     10     12     13     14
D28V11, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           1            10
  CLUS_2          10            12
  CLUS_3          10            13
  CLUS_4           4            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED        2      7      3      2     11
  16P WILD-TYPE      7     13     10      8     11
D28V12, multiclass

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        7      5      9
  16Q WILD-TYPE     18     17     13
D29V1, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           7            18
  CLUS_2           5            17
  CLUS_3           9            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        7     11      3
  16Q WILD-TYPE     17     18     13
D29V2, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           7            17
  CLUS_2          11            18
  CLUS_3           3            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q MUTATED        5     14      2     12     12      8
  16Q WILD-TYPE      5     20     40     18     12     14
D29V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        8     12     12
  16Q WILD-TYPE     16     27     18
D29V4, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2          12            27
  CLUS_3          12            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       12     12     15
  16Q WILD-TYPE     21     28     38
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          12            21
  CLUS_2          12            28
  CLUS_3          15            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        2      4      9      8     16
  16Q WILD-TYPE      4     13     23     18     29
D29V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       23      9     19
  16Q WILD-TYPE     35     22     46
D29V7, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          23            35
  CLUS_2           9            22
  CLUS_3          19            46
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED       19      2     19     11
  16Q WILD-TYPE     47      5     31     20
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          19            47
  CLUS_2           2             5
  CLUS_3          19            31
  CLUS_4          11            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        7     19      3      4     15
  16Q WILD-TYPE     11     23     14      4     41
D29V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        4     18     26
  16Q WILD-TYPE     15     45     33
D29V10, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           4            15
  CLUS_2          18            45
  CLUS_3          26            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED        1     12     10      6
  16Q WILD-TYPE     10     10     13     12
D29V11, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           1            10
  CLUS_2          12            10
  CLUS_3          10            13
  CLUS_4           6            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        2     10      3      2     12
  16Q WILD-TYPE      7     10     10      8     10
D29V12, multiclass

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       13     17     18
  17P WILD-TYPE     12      5      4
D30V1, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          13            12
  CLUS_2          17             5
  CLUS_3          18             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       13     22     13
  17P WILD-TYPE     11      7      3
D30V2, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          13            11
  CLUS_2          22             7
  CLUS_3          13             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P MUTATED        7     24     20     24     18     19
  17P WILD-TYPE      3     10     22      6      6      3
D30V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       17     25     23
  17P WILD-TYPE      7     14      7
D30V4, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          17             7
  CLUS_2          25            14
  CLUS_3          23             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       23     29     36
  17P WILD-TYPE     10     11     17
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          23            10
  CLUS_2          29            11
  CLUS_3          36            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED        5     11     24     20     28
  17P WILD-TYPE      1      6      8      6     17
D30V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       42     18     46
  17P WILD-TYPE     16     13     19
D30V7, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          42            16
  CLUS_2          18            13
  CLUS_3          46            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED       44      4     37     21
  17P WILD-TYPE     22      3     13     10
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          44            22
  CLUS_2           4             3
  CLUS_3          37            13
  CLUS_4          21            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED       12     29     12      6     38
  17P WILD-TYPE      6     13      5      2     18
D30V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       16     41     40
  17P WILD-TYPE      3     22     19
D30V10, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          16             3
  CLUS_2          41            22
  CLUS_3          40            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED        7     17     16     12
  17P WILD-TYPE      4      5      7      6
D30V11, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           7             4
  CLUS_2          17             5
  CLUS_3          16             7
  CLUS_4          12             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED        5     14     10      6     17
  17P WILD-TYPE      4      6      3      4      5
D30V12, multiclass

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        6      7      9
  17Q WILD-TYPE     19     15     13
D31V1, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           6            19
  CLUS_2           7            15
  CLUS_3           9            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        8      9      5
  17Q WILD-TYPE     16     20     11
D31V2, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2           9            20
  CLUS_3           5            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q MUTATED        1     16      7     13      9      9
  17Q WILD-TYPE      9     18     35     17     15     13
D31V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        9     10     14
  17Q WILD-TYPE     15     29     16
D31V4, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           9            15
  CLUS_2          10            29
  CLUS_3          14            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       11     14     19
  17Q WILD-TYPE     22     26     34
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          11            22
  CLUS_2          14            26
  CLUS_3          19            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED        3      5     11      8     17
  17Q WILD-TYPE      3     12     21     18     28
D31V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       22      9     20
  17Q WILD-TYPE     36     22     45
D31V7, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          22            36
  CLUS_2           9            22
  CLUS_3          20            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED       20      2     21      8
  17Q WILD-TYPE     46      5     29     23
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          20            46
  CLUS_2           2             5
  CLUS_3          21            29
  CLUS_4           8            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED        5     18      3      4     15
  17Q WILD-TYPE     13     24     14      4     41
D31V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        7     18     20
  17Q WILD-TYPE     12     45     39
D31V10, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           7            12
  CLUS_2          18            45
  CLUS_3          20            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED        3      9      9      5
  17Q WILD-TYPE      8     13     14     13
D31V11, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           3             8
  CLUS_2           9            13
  CLUS_3           9            14
  CLUS_4           5            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED        3      7      5      3      8
  17Q WILD-TYPE      6     13      8      7     14
D31V12, multiclass

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       16     18     20
  18P WILD-TYPE      9      4      2
D32V1, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          16             9
  CLUS_2          18             4
  CLUS_3          20             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       16     25     13
  18P WILD-TYPE      8      4      3
D32V2, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          16             8
  CLUS_2          25             4
  CLUS_3          13             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P MUTATED       10     33     25     24     20     21
  18P WILD-TYPE      0      1     17      6      4      1
D32V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       24     31     25
  18P WILD-TYPE      0      8      5
D32V4, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          24             0
  CLUS_2          31             8
  CLUS_3          25             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       26     34     44
  18P WILD-TYPE      7      6      9
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          26             7
  CLUS_2          34             6
  CLUS_3          44             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED        4     14     28     19     39
  18P WILD-TYPE      2      3      4      7      6
D32V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       50     24     51
  18P WILD-TYPE      8      7     14
D32V7, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          50             8
  CLUS_2          24             7
  CLUS_3          51            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED       51      4     44     26
  18P WILD-TYPE     15      3      6      5
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          51            15
  CLUS_2           4             3
  CLUS_3          44             6
  CLUS_4          26             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED       17     39     14      7     41
  18P WILD-TYPE      1      3      3      1     15
D32V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       17     47     54
  18P WILD-TYPE      2     16      5
D32V10, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          17             2
  CLUS_2          47            16
  CLUS_3          54             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED        8     21     21     17
  18P WILD-TYPE      3      1      2      1
D32V11, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           8             3
  CLUS_2          21             1
  CLUS_3          21             2
  CLUS_4          17             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED        8     19     11      9     20
  18P WILD-TYPE      1      1      2      1      2
D32V12, multiclass

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       17     20     21
  18Q WILD-TYPE      8      2      1
D33V1, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          17             8
  CLUS_2          20             2
  CLUS_3          21             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       17     27     14
  18Q WILD-TYPE      7      2      2
D33V2, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          17             7
  CLUS_2          27             2
  CLUS_3          14             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q MUTATED       10     34     27     27     22     21
  18Q WILD-TYPE      0      0     15      3      2      1
D33V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       24     33     27
  18Q WILD-TYPE      0      6      3
D33V4, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          24             0
  CLUS_2          33             6
  CLUS_3          27             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       29     35     46
  18Q WILD-TYPE      4      5      7
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          29             4
  CLUS_2          35             5
  CLUS_3          46             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED        5     14     29     22     40
  18Q WILD-TYPE      1      3      3      4      5
D33V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       52     26     55
  18Q WILD-TYPE      6      5     10
D33V7, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          52             6
  CLUS_2          26             5
  CLUS_3          55            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED       54      5     46     28
  18Q WILD-TYPE     12      2      4      3
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          54            12
  CLUS_2           5             2
  CLUS_3          46             4
  CLUS_4          28             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED       18     40     15      7     45
  18Q WILD-TYPE      0      2      2      1     11
D33V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       18     51     56
  18Q WILD-TYPE      1     12      3
D33V10, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          18             1
  CLUS_2          51            12
  CLUS_3          56             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED        8     22     22     18
  18Q WILD-TYPE      3      0      1      0
D33V11, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           8             3
  CLUS_2          22             0
  CLUS_3          22             1
  CLUS_4          18             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED        8     19     12     10     21
  18Q WILD-TYPE      1      1      1      0      1
D33V12, multiclass

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        3      7     10
  19P WILD-TYPE     22     15     12
D34V1, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           3            22
  CLUS_2           7            15
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        4     13      3
  19P WILD-TYPE     20     16     13
D34V2, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           4            20
  CLUS_2          13            16
  CLUS_3           3            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P MUTATED        4     22      4     10      8      5
  19P WILD-TYPE      6     12     38     20     16     17
D34V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       13     11     10
  19P WILD-TYPE     11     28     20
D34V4, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          13            11
  CLUS_2          11            28
  CLUS_3          10            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       12     12     18
  19P WILD-TYPE     21     28     35
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          12            21
  CLUS_2          12            28
  CLUS_3          18            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED        1      4     10     11     16
  19P WILD-TYPE      5     13     22     15     29
D34V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       20     10     20
  19P WILD-TYPE     38     21     45
D34V7, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          20            38
  CLUS_2          10            21
  CLUS_3          20            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED       19      2     18     11
  19P WILD-TYPE     47      5     32     20
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          19            47
  CLUS_2           2             5
  CLUS_3          18            32
  CLUS_4          11            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED        7     18      2      5     14
  19P WILD-TYPE     11     24     15      3     42
D34V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        9     16     21
  19P WILD-TYPE     10     47     38
D34V10, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           9            10
  CLUS_2          16            47
  CLUS_3          21            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED        4      7      9      7
  19P WILD-TYPE      7     15     14     11
D34V11, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           4             7
  CLUS_2           7            15
  CLUS_3           9            14
  CLUS_4           7            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED        4      7      6      2      8
  19P WILD-TYPE      5     13      7      8     14
D34V12, multiclass

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        5      5     10
  19Q WILD-TYPE     20     17     12
D35V1, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           5            20
  CLUS_2           5            17
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        5     12      3
  19Q WILD-TYPE     19     17     13
D35V2, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           5            19
  CLUS_2          12            17
  CLUS_3           3            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q MUTATED        4     19      5      9      9      5
  19Q WILD-TYPE      6     15     37     21     15     17
D35V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       13     10      9
  19Q WILD-TYPE     11     29     21
D35V4, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          13            11
  CLUS_2          10            29
  CLUS_3           9            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        9     12     18
  19Q WILD-TYPE     24     28     35
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           9            24
  CLUS_2          12            28
  CLUS_3          18            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED        1      3     11      9     15
  19Q WILD-TYPE      5     14     21     17     30
D35V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       19     10     20
  19Q WILD-TYPE     39     21     45
D35V7, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          19            39
  CLUS_2          10            21
  CLUS_3          20            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       19      2     16     12
  19Q WILD-TYPE     47      5     34     19
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          19            47
  CLUS_2           2             5
  CLUS_3          16            34
  CLUS_4          12            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED        6     17      2      5     14
  19Q WILD-TYPE     12     25     15      3     42
D35V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        9     16     19
  19Q WILD-TYPE     10     47     40
D35V10, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           9            10
  CLUS_2          16            47
  CLUS_3          19            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED        5      6      9      5
  19Q WILD-TYPE      6     16     14     13
D35V11, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           5             6
  CLUS_2           6            16
  CLUS_3           9            14
  CLUS_4           5            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED        5      6      6      1      7
  19Q WILD-TYPE      4     14      7      9     15
D35V12, multiclass

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       20     14     21
  20P WILD-TYPE      5      8      1
D36V1, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          20             5
  CLUS_2          14             8
  CLUS_3          21             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       20     25     10
  20P WILD-TYPE      4      4      6
D36V2, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          20             4
  CLUS_2          25             4
  CLUS_3          10             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P MUTATED        9     31     29     23     21     16
  20P WILD-TYPE      1      3     13      7      3      6
D36V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       21     32     21
  20P WILD-TYPE      3      7      9
D36V4, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          21             3
  CLUS_2          32             7
  CLUS_3          21             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       26     31     46
  20P WILD-TYPE      7      9      7
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          26             7
  CLUS_2          31             9
  CLUS_3          46             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED        5     13     26     21     38
  20P WILD-TYPE      1      4      6      5      7
D36V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       45     27     50
  20P WILD-TYPE     13      4     15
D36V7, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          45            13
  CLUS_2          27             4
  CLUS_3          50            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED       54      2     40     26
  20P WILD-TYPE     12      5     10      5
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          54            12
  CLUS_2           2             5
  CLUS_3          40            10
  CLUS_4          26             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED       16     37     10      7     42
  20P WILD-TYPE      2      5      7      1     14
D36V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       14     48     50
  20P WILD-TYPE      5     15      9
D36V10, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          14             5
  CLUS_2          48            15
  CLUS_3          50             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED        8     19     22     12
  20P WILD-TYPE      3      3      1      6
D36V11, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           8             3
  CLUS_2          19             3
  CLUS_3          22             1
  CLUS_4          12             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED        8     17      8      8     20
  20P WILD-TYPE      1      3      5      2      2
D36V12, multiclass

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       22     15     22
  20Q WILD-TYPE      3      7      0
D37V1, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          22             3
  CLUS_2          15             7
  CLUS_3          22             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       21     26     12
  20Q WILD-TYPE      3      3      4
D37V2, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          21             3
  CLUS_2          26             3
  CLUS_3          12             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q MUTATED       10     34     32     23     24     20
  20Q WILD-TYPE      0      0     10      7      0      2
D37V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       24     35     25
  20Q WILD-TYPE      0      4      5
D37V4, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          24             0
  CLUS_2          35             4
  CLUS_3          25             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       27     37     50
  20Q WILD-TYPE      6      3      3
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          27             6
  CLUS_2          37             3
  CLUS_3          50             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED        5     13     30     22     44
  20Q WILD-TYPE      1      4      2      4      1
D37V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       52     28     55
  20Q WILD-TYPE      6      3     10
D37V7, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          52             6
  CLUS_2          28             3
  CLUS_3          55            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       58      2     46     29
  20Q WILD-TYPE      8      5      4      2
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          58             8
  CLUS_2           2             5
  CLUS_3          46             4
  CLUS_4          29             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED       17     41     14      7     46
  20Q WILD-TYPE      1      1      3      1     10
D37V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       18     52     55
  20Q WILD-TYPE      1     11      4
D37V10, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          18             1
  CLUS_2          52            11
  CLUS_3          55             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       10     20     23     16
  20Q WILD-TYPE      1      2      0      2
D37V11, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          10             1
  CLUS_2          20             2
  CLUS_3          23             0
  CLUS_4          16             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED        9     18     11      9     22
  20Q WILD-TYPE      0      2      2      1      0
D37V12, multiclass

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        8     11     10
  21Q WILD-TYPE     17     11     12
D38V1, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           8            17
  CLUS_2          11            11
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        6     15      8
  21Q WILD-TYPE     18     14      8
D38V2, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           6            18
  CLUS_2          15            14
  CLUS_3           8             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q MUTATED        8     19     12     19      9      9
  21Q WILD-TYPE      2     15     30     11     15     13
D38V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       13     19     15
  21Q WILD-TYPE     11     20     15
D38V4, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          13            11
  CLUS_2          19            20
  CLUS_3          15            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       16     19     26
  21Q WILD-TYPE     17     21     27
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          16            17
  CLUS_2          19            21
  CLUS_3          26            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED        1      6     16     16     22
  21Q WILD-TYPE      5     11     16     10     23
D38V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       27     15     29
  21Q WILD-TYPE     31     16     36
D38V7, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          27            31
  CLUS_2          15            16
  CLUS_3          29            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED       30      2     25     14
  21Q WILD-TYPE     36      5     25     17
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          30            36
  CLUS_2           2             5
  CLUS_3          25            25
  CLUS_4          14            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED        8     23      5      6     28
  21Q WILD-TYPE     10     19     12      2     28
D38V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       13     30     27
  21Q WILD-TYPE      6     33     32
D38V10, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          13             6
  CLUS_2          30            33
  CLUS_3          27            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED        5     10     14      8
  21Q WILD-TYPE      6     12      9     10
D38V11, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           5             6
  CLUS_2          10            12
  CLUS_3          14             9
  CLUS_4           8            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED        4     10      8      2     13
  21Q WILD-TYPE      5     10      5      8      9
D38V12, multiclass

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        8     10     10
  22Q WILD-TYPE     17     12     12
D39V1, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           8            17
  CLUS_2          10            12
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        6     16      6
  22Q WILD-TYPE     18     13     10
D39V2, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           6            18
  CLUS_2          16            13
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q MUTATED        5     15     10     16     15      5
  22Q WILD-TYPE      5     19     32     14      9     17
D39V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        8     18     13
  22Q WILD-TYPE     16     21     17
D39V4, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2          18            21
  CLUS_3          13            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       14     14     25
  22Q WILD-TYPE     19     26     28
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          14            19
  CLUS_2          14            26
  CLUS_3          25            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED        2      5     13     12     21
  22Q WILD-TYPE      4     12     19     14     24
D39V6, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       19     16     26
  22Q WILD-TYPE     39     15     39
D39V7, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          19            39
  CLUS_2          16            15
  CLUS_3          26            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED       28      2     16     15
  22Q WILD-TYPE     38      5     34     16
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          28            38
  CLUS_2           2             5
  CLUS_3          16            34
  CLUS_4          15            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED        5     26      3      4     23
  22Q WILD-TYPE     13     16     14      4     33
D39V9, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       10     24     27
  22Q WILD-TYPE      9     39     32
D39V10, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          10             9
  CLUS_2          24            39
  CLUS_3          27            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED        6      9     13      6
  22Q WILD-TYPE      5     13     10     12
D39V11, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           6             5
  CLUS_2           9            13
  CLUS_3          13            10
  CLUS_4           6            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED        6      7      7      3     11
  22Q WILD-TYPE      3     13      6      7     11
D39V12, multiclass

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        7      7     11
  XQ WILD-TYPE     18     15     11
D40V1, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          7           18
  CLUS_2          7           15
  CLUS_3         11           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        8     13      4
  XQ WILD-TYPE     16     16     12
D40V2, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          8           16
  CLUS_2         13           16
  CLUS_3          4           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ MUTATED        6     12      7     14     10      8
  XQ WILD-TYPE      4     22     35     16     14     14
D40V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       10     14      7
  XQ WILD-TYPE     14     25     23
D40V4, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         10           14
  CLUS_2         14           25
  CLUS_3          7           23
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       12     13     21
  XQ WILD-TYPE     21     27     32
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         12           21
  CLUS_2         13           27
  CLUS_3         21           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED        1      6     10     12     17
  XQ WILD-TYPE      5     11     22     14     28
D40V6, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       22      8     26
  XQ WILD-TYPE     36     23     39
D40V7, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         22           36
  CLUS_2          8           23
  CLUS_3         26           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED       24      3     19     10
  XQ WILD-TYPE     42      4     31     21
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         24           42
  CLUS_2          3            4
  CLUS_3         19           31
  CLUS_4         10           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED        7     15      6      3     19
  XQ WILD-TYPE     11     27     11      5     37
D40V9, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        7     20     23
  XQ WILD-TYPE     12     43     36
D40V10, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          7           12
  CLUS_2         20           43
  CLUS_3         23           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED        2     10      9      6
  XQ WILD-TYPE      9     12     14     12
D40V11, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          2            9
  CLUS_2         10           12
  CLUS_3          9           14
  CLUS_4          6           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED        3      9      2      4      9
  XQ WILD-TYPE      6     11     11      6     13
D40V12, multiclass
> q(save="no")
