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

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Clusters_onlysig.32.3479/Clusters2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Clusters_onlysig.32.3479/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/GBM/1553244/1.GDAC_mergedClustering.Finished/GBM.mergedcluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPickerPipeline/GBM/1445352/1.GDAC_clinicalDataPicker.Finished/GBM.clin.merged.picked.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=1", "-MF=ALL", "-oT=", "-nV=Nozzle.R1", "-OP=AGGREGRATED_CLUSTER", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"  "-oT="
[1] "opt"                     "-OP=AGGREGRATED_CLUSTER"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"                 "AGGREGRATED_CLUSTER"
[1] "dx" ""  

nPatients in clinical file=564, in cluster file=543, common to both=527
[1]   5 527
[1] "MRNA_CNMF"
[1] 3
  1   2   3 
177 172 170 
  1   2   3 
177 172 170 
[1] "MRNA_CHIERARCHICAL"
[1] 3
  1   2   3 
223 127 169 
  1   2   3 
223 127 169 
[1] "MIR_CNMF"
[1] 3
  1   2   3   4 
144 159  74 105 
  1   2   3   4 
144 159  74 105 
[1] "MIR_CHIERARCHICAL"
[1] 3
  1   2   3 
170 180 132 
  1   2   3 
170 180 132 
[1] "METHLYATION_CNMF"
[1] 3
  1   2   3 
 81 124  75 
  1   2   3 
 81 124  75 
[1] "data2feature, selection=ALL"
 [1] "YEARSTOBIRTH"                          
 [2] "DAYSTODEATH"                           
 [3] "DAYSTOLASTFOLLOWUP"                    
 [4] "VITALSTATUS"                           
 [5] "DCCUPLOADDATE"                         
 [6] "PRIMARYSITEOFDESEASE"                  
 [7] "GENDER"                                
 [8] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
 [9] "KARNOFSKYPERFORMANCESCORE"             
[10] "HISTOLOGICALTYPE"                      
[11] "RADIATIONS.RADIATION.REGIMENINDICATION"
[12] "NEOADJUVANTTHERAPY"                    
[13] "BATCHNUMBER"                           

Input Data has 13 rows and 527 columns.

[1] "Batch" "13"   
[1] "Last Follow UP"
TCGA-02-0001 TCGA-02-0003 TCGA-02-0004 TCGA-02-0006 TCGA-02-0007 TCGA-02-0009 
         278          144          345          558          705          322 
TCGA-02-0010 TCGA-02-0011 TCGA-02-0014 TCGA-02-0015 TCGA-02-0016 TCGA-02-0021 
        1077          630         2511          627         1699         2361 
TCGA-02-0023 TCGA-02-0024 TCGA-02-0025 TCGA-02-0026 TCGA-02-0027 TCGA-02-0028 
         612         1614         1300          748          315         2755 
TCGA-02-0033 TCGA-02-0034 TCGA-02-0037 TCGA-02-0038 TCGA-02-0039 TCGA-02-0043 
          86          430          109          326          320          556 
TCGA-02-0046 TCGA-02-0047 TCGA-02-0048 TCGA-02-0051 TCGA-02-0052 TCGA-02-0054 
         208          447           97          458          383          199 
TCGA-02-0055 TCGA-02-0057 TCGA-02-0058 TCGA-02-0059 TCGA-02-0060 TCGA-02-0064 
          76          604          254          291          183          600 
TCGA-02-0068 TCGA-02-0069 TCGA-02-0070 TCGA-02-0071 TCGA-02-0074 TCGA-02-0075 
         804          873          762          167          310          634 
TCGA-02-0079 TCGA-02-0080 TCGA-02-0083 TCGA-02-0084 TCGA-02-0085 TCGA-02-0086 
         828         2729          691            7         1560          268 
TCGA-02-0087 TCGA-02-0089 TCGA-02-0099 TCGA-02-0102 TCGA-02-0104 TCGA-02-0106 
        1757          515          106          821         1977          355 
TCGA-02-0107 TCGA-02-0111 TCGA-02-0113 TCGA-02-0114 TCGA-02-0115 TCGA-02-0116 
         537          704         2817         3040          476         1489 
TCGA-02-0258 TCGA-02-0260 TCGA-02-0266 TCGA-02-0269 TCGA-02-0271 TCGA-02-0281 
         503          514          538          327          440          121 
TCGA-02-0285 TCGA-02-0289 TCGA-02-0290 TCGA-02-0317 TCGA-02-0321 TCGA-02-0324 
         422          432          485          372          300          234 
TCGA-02-0325 TCGA-02-0326 TCGA-02-0330 TCGA-02-0332 TCGA-02-0333 TCGA-02-0337 
         323            5          484          782          133          764 
TCGA-02-0338 TCGA-02-0339 TCGA-02-0422 TCGA-02-0430 TCGA-02-0432 TCGA-02-0439 
         322          377          441          321         1433           20 
TCGA-02-0440 TCGA-02-0446 TCGA-02-0451 TCGA-02-0456 TCGA-02-2466 TCGA-02-2470 
         345          281          492          102          511          393 
TCGA-02-2483 TCGA-02-2485 TCGA-02-2486 TCGA-06-0122 TCGA-06-0124 TCGA-06-0125 
         465          469          492            8          123         1439 
TCGA-06-0126 TCGA-06-0127 TCGA-06-0128 TCGA-06-0129 TCGA-06-0130 TCGA-06-0132 
           3          108          691          988          320          570 
TCGA-06-0133 TCGA-06-0137 TCGA-06-0138 TCGA-06-0139 TCGA-06-0141 TCGA-06-0143 
         428          701          674          327          280          357 
TCGA-06-0145 TCGA-06-0146 TCGA-06-0147 TCGA-06-0148 TCGA-06-0149 TCGA-06-0152 
          71          611          508          298          238          359 
TCGA-06-0154 TCGA-06-0155 TCGA-06-0156 TCGA-06-0157 TCGA-06-0158 TCGA-06-0162 
         389          263          164           97          166           78 
TCGA-06-0164 TCGA-06-0166 TCGA-06-0168 TCGA-06-0169 TCGA-06-0171 TCGA-06-0173 
        1729          161          579           95          396            7 
TCGA-06-0174 TCGA-06-0175 TCGA-06-0176 TCGA-06-0177 TCGA-06-0178 TCGA-06-0179 
          67           83         1561           60         1642          578 
TCGA-06-0182 TCGA-06-0184 TCGA-06-0185 TCGA-06-0187 TCGA-06-0188 TCGA-06-0189 
          77         1228         1126          801          866          454 
TCGA-06-0190 TCGA-06-0192 TCGA-06-0194 TCGA-06-0195 TCGA-06-0197 TCGA-06-0201 
         313          556          142          214           79           12 
TCGA-06-0206 TCGA-06-0208 TCGA-06-0210 TCGA-06-0211 TCGA-06-0213 TCGA-06-0214 
         196          166          151          360            6          378 
TCGA-06-0216 TCGA-06-0219 TCGA-06-0221 TCGA-06-0237 TCGA-06-0238 TCGA-06-0241 
         684           10          548          314          359          455 
TCGA-06-0394 TCGA-06-0397 TCGA-06-0402 TCGA-06-0409 TCGA-06-0410 TCGA-06-0412 
         313          168            8         2145          142          245 
TCGA-06-0413 TCGA-06-0414 TCGA-06-0644 TCGA-06-0645 TCGA-06-0646 TCGA-06-0648 
           5         1065          375           98          136          293 
TCGA-06-0649 TCGA-06-0650 TCGA-06-0686 TCGA-06-0743 TCGA-06-0744 TCGA-06-0745 
          62          717          285          678          594          163 
TCGA-06-0747 TCGA-06-0749 TCGA-06-0750 TCGA-06-0875 TCGA-06-0876 TCGA-06-0877 
          82           65           28          279          271          204 
TCGA-06-0878 TCGA-06-0879 TCGA-06-0881 TCGA-06-0882 TCGA-06-0939 TCGA-06-1084 
         218          699          178          165          637          226 
TCGA-06-1086 TCGA-06-1087 TCGA-06-1800 TCGA-06-1801 TCGA-06-1802 TCGA-06-1804 
         193          109          815          263          239          413 
TCGA-06-1805 TCGA-06-2557 TCGA-06-2558 TCGA-06-2559 TCGA-06-2561 TCGA-06-2562 
         127           33           23          149          282           86 
TCGA-06-2563 TCGA-06-2564 TCGA-06-2565 TCGA-06-2566 TCGA-06-2567 TCGA-06-2569 
         259          181          207          182          133           13 
TCGA-06-2570 TCGA-06-5408 TCGA-06-5410 TCGA-06-5411 TCGA-06-5412 TCGA-06-5413 
         285          341          107          254          138          268 
TCGA-06-5414 TCGA-06-5415 TCGA-06-5416 TCGA-06-5417 TCGA-06-5418 TCGA-06-5856 
         273          260          204          155           83          114 
TCGA-06-5858 TCGA-06-5859 TCGA-06-6389 TCGA-06-6390 TCGA-06-6391 TCGA-08-0244 
         186          138          236          163           44          690 
TCGA-08-0245 TCGA-08-0246 TCGA-08-0344 TCGA-08-0345 TCGA-08-0346 TCGA-08-0347 
        1057          119         3310           53          132          419 
TCGA-08-0348 TCGA-08-0349 TCGA-08-0350 TCGA-08-0351 TCGA-08-0352 TCGA-08-0353 
         316          231          103         1636           39          195 
TCGA-08-0354 TCGA-08-0355 TCGA-08-0356 TCGA-08-0357 TCGA-08-0358 TCGA-08-0359 
         458          685          447         1084          593           29 
TCGA-08-0360 TCGA-08-0373 TCGA-08-0375 TCGA-08-0380 TCGA-08-0385 TCGA-08-0386 
         352          134          279          330           31          478 
TCGA-08-0389 TCGA-08-0390 TCGA-08-0392 TCGA-08-0509 TCGA-08-0510 TCGA-08-0511 
          97          322            9           17          106          235 
TCGA-08-0512 TCGA-08-0514 TCGA-08-0516 TCGA-08-0517 TCGA-08-0518 TCGA-08-0520 
         358          259          561         1770           39          326 
TCGA-08-0521 TCGA-08-0522 TCGA-08-0524 TCGA-08-0525 TCGA-08-0529 TCGA-08-0531 
         146          555          198          486          526          168 
TCGA-12-0616 TCGA-12-0618 TCGA-12-0619 TCGA-12-0620 TCGA-12-0654 TCGA-12-0656 
         438           49          316          181          218         2004 
TCGA-12-0657 TCGA-12-0662 TCGA-12-0670 TCGA-12-0688 TCGA-12-0691 TCGA-12-0692 
           3         1161          790          734          185           80 
TCGA-12-0703 TCGA-12-0707 TCGA-12-0769 TCGA-12-0772 TCGA-12-0773 TCGA-12-0775 
         550           NA          378         1615         1311          167 
TCGA-12-0776 TCGA-12-0778 TCGA-12-0780 TCGA-12-0818 TCGA-12-0819 TCGA-12-0820 
         277          451          434         2790          753          562 
TCGA-12-0821 TCGA-12-0822 TCGA-12-0826 TCGA-12-0827 TCGA-12-0828 TCGA-12-0829 
         323          715          845         1179          271          626 
TCGA-12-1088 TCGA-12-1089 TCGA-12-1090 TCGA-12-1091 TCGA-12-1092 TCGA-12-1093 
        3880          177          189          929          658          364 
TCGA-12-1094 TCGA-12-1095 TCGA-12-1096 TCGA-12-1097 TCGA-12-1098 TCGA-12-1099 
         346          482          277          442          121          103 
TCGA-12-1597 TCGA-12-1598 TCGA-12-1599 TCGA-12-1600 TCGA-12-1602 TCGA-12-3644 
         427          287          769          414          194         1807 
TCGA-12-3646 TCGA-12-3648 TCGA-12-3649 TCGA-12-3650 TCGA-12-3651 TCGA-12-3652 
        1314          784          351          333          358         1050 
TCGA-12-3653 TCGA-12-5295 TCGA-12-5299 TCGA-12-5301 TCGA-14-0736 TCGA-14-0781 
         357          398           98           61          459           29 
TCGA-14-0783 TCGA-14-0786 TCGA-14-0787 TCGA-14-0789 TCGA-14-0790 TCGA-14-0812 
         188          701           68          342          418           99 
TCGA-14-0813 TCGA-14-0817 TCGA-14-0865 TCGA-14-0866 TCGA-14-0867 TCGA-14-0871 
          41          164          502          801           62          879 
TCGA-14-1034 TCGA-14-1037 TCGA-14-1396 TCGA-14-1401 TCGA-14-1402 TCGA-14-1451 
         485          587           34          114          974          703 
TCGA-14-1452 TCGA-14-1453 TCGA-14-1454 TCGA-14-1455 TCGA-14-1456 TCGA-14-1458 
         216           35          917           28         1245          186 
TCGA-14-1459 TCGA-14-1794 TCGA-14-1795 TCGA-14-1821 TCGA-14-1823 TCGA-14-1825 
         378           30           59          540          542          232 
TCGA-14-1827 TCGA-14-1829 TCGA-14-2554 TCGA-14-2555 TCGA-14-3476 TCGA-14-3477 
         179          217          532          242           12          114 
TCGA-14-4157 TCGA-15-0742 TCGA-15-1446 TCGA-15-1447 TCGA-15-1449 TCGA-16-0846 
         103          300          581         1618          167          119 
TCGA-16-0848 TCGA-16-0849 TCGA-16-0850 TCGA-16-0861 TCGA-16-1045 TCGA-16-1047 
         302          793          496          130          882           25 
TCGA-16-1055 TCGA-16-1056 TCGA-16-1060 TCGA-16-1062 TCGA-16-1063 TCGA-16-1460 
         301          406          111          556          425          195 
TCGA-19-0955 TCGA-19-0957 TCGA-19-0960 TCGA-19-0962 TCGA-19-0963 TCGA-19-0964 
         358          665          262           13          434          103 
TCGA-19-1385 TCGA-19-1386 TCGA-19-1387 TCGA-19-1388 TCGA-19-1389 TCGA-19-1390 
         327          276          181          394          141          772 
TCGA-19-1392 TCGA-19-1786 TCGA-19-1787 TCGA-19-1788 TCGA-19-1789 TCGA-19-1790 
         106          217          385          111           99          153 
TCGA-19-1791 TCGA-19-2619 TCGA-19-2620 TCGA-19-2621 TCGA-19-2623 TCGA-19-2624 
           4          294          148           33          229            5 
TCGA-19-2625 TCGA-19-2629 TCGA-19-2631 TCGA-19-4068 TCGA-19-5947 TCGA-19-5950 
         124          501          213          136          202          343 
TCGA-19-5951 TCGA-19-5952 TCGA-19-5954 TCGA-19-5955 TCGA-19-5956 TCGA-19-5958 
         244          567          242           54          198          164 
TCGA-19-5959 TCGA-19-5960 TCGA-26-1438 TCGA-26-1439 TCGA-26-1440 TCGA-26-1442 
         161          165          305          422          296          953 
TCGA-26-1443 TCGA-26-1799 TCGA-26-5132 TCGA-26-5133 TCGA-26-5134 TCGA-26-5135 
         216          285          286          452          167          269 
TCGA-26-5136 TCGA-26-5139 TCGA-27-1830 TCGA-27-1831 TCGA-27-1832 TCGA-27-1833 
          37           48          146          504           NA          555 
TCGA-27-1834 TCGA-27-1835 TCGA-27-1836 TCGA-27-1837 TCGA-27-1838 TCGA-27-2518 
        1008          648          914          427          350          752 
TCGA-27-2519 TCGA-27-2521 TCGA-27-2523 TCGA-27-2524 TCGA-27-2526 TCGA-27-2527 
         316          316          489          231           87          438 
TCGA-27-2528 TCGA-28-1745 TCGA-28-1746 TCGA-28-1747 TCGA-28-1749 TCGA-28-1750 
         479          344            6           77          279          253 
TCGA-28-1751 TCGA-28-1752 TCGA-28-1753 TCGA-28-1755 TCGA-28-1756 TCGA-28-1757 
         231          257           36           46           86            4 
TCGA-28-1760 TCGA-28-2499 TCGA-28-2502 TCGA-28-2506 TCGA-28-2509 TCGA-28-2512 
         143           94           20          205          145          343 
TCGA-28-2513 TCGA-28-2514 TCGA-28-5204 TCGA-28-5207 TCGA-28-5208 TCGA-28-5209 
         222          160          119          275          473           77 
TCGA-28-5213 TCGA-28-5214 TCGA-28-5215 TCGA-28-5216 TCGA-28-5218 TCGA-28-5219 
         298          432          237          415          128          259 
TCGA-28-5220 TCGA-28-6450 TCGA-32-1970 TCGA-32-1973 TCGA-32-1976 TCGA-32-1977 
         319          165          467          641           15            3 
TCGA-32-1978 TCGA-32-1979 TCGA-32-1980 TCGA-32-1982 TCGA-32-1986 TCGA-32-1987 
         482          593           36          142          386          451 
TCGA-32-1991 TCGA-32-2491 TCGA-32-2494 TCGA-32-2495 TCGA-32-2615 TCGA-32-2616 
         515          372          632          456          485          223 
TCGA-32-2632 TCGA-32-2634 TCGA-32-2638 TCGA-32-4208 TCGA-32-4209 TCGA-32-4210 
         269          270          224          400          338          112 
TCGA-32-4211 TCGA-32-4213 TCGA-32-4719 TCGA-32-5222 TCGA-41-2571 TCGA-41-2572 
         383          356          330          165           26          406 
TCGA-41-2573 TCGA-41-2575 TCGA-41-3392 TCGA-41-3393 TCGA-41-3915 TCGA-41-4097 
         272          290           30          135          183            6 
TCGA-41-5651 TCGA-76-4925 TCGA-76-4926 TCGA-76-4927 TCGA-76-4928 TCGA-76-4929 
         351          145          138          535           94          111 
TCGA-76-4931 TCGA-76-4932 TCGA-76-4934 TCGA-76-4935 TCGA-76-6191 TCGA-76-6192 
         278         1458           77          328          507          100 
TCGA-76-6193 TCGA-76-6282 TCGA-76-6285 TCGA-81-5910 TCGA-87-5896 
          82          519          253           49            2 
Variable 1:'AGE':	nDistinctValues=72,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'DAYSTODEATH':	nDistinctValues=329,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 3:'DAYSTOLASTFOLLOWUP':	nDistinctValues=388,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 5:'DCCUPLOADDAY':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 7:'GENDER':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=23,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 9:'KARNOFSKY.PERFORMANCE.SCORE':	nDistinctValues=7,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 10:'HISTOLOGICAL.TYPE':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 11:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'NEOADJUVANT.THERAPY':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 13:'BATCH.NUMBER':	nDistinctValues=16,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                                   
[2] "GENDER"                                
[3] "KARNOFSKY.PERFORMANCE.SCORE"           
[4] "HISTOLOGICAL.TYPE"                     
[5] "RADIATIONS.RADIATION.REGIMENINDICATION"
[6] "NEOADJUVANT.THERAPY"                   
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 527 columns, 1 survival variables, and 6 non-survival variables.
AGE, nv=72, binary=FALSE, numeric=TRUE
GENDER, nv=2, binary=FALSE, numeric=FALSE
KARNOFSKY.PERFORMANCE.SCORE, nv=7, binary=FALSE, numeric=TRUE
HISTOLOGICAL.TYPE, nv=2, binary=FALSE, numeric=FALSE
RADIATIONS.RADIATION.REGIMENINDICATION, nv=2, binary=FALSE, numeric=FALSE
NEOADJUVANT.THERAPY, nv=2, binary=FALSE, numeric=FALSE

Clustering(1) Variable = MRNA_CNMF
D1V1, survival
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [19] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [37] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [43] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [49] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [55] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [61] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [67] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
 [73] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
 [79] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
 [85] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [91] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[103] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[109] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[115] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[121] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[133] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[145] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[157] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[163] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[175] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[193] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[205] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[211] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[223] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[241] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[247] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[253] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[259] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[265] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[271] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[277] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[283] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[289] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[295] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[301] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[307] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[313] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[319] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[325] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[331] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[337] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[343] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[349] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[367] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[373] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[379] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[385] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[397] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[403] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[409] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[415] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[421] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[433] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[439] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[445] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[451] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[457] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[481] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[487] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[493] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[499] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[505] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[511] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[517] "subtype2" "subtype3" "subtype3"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [19] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [37] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [43] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [49] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [55] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [61] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [67] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
 [73] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
 [79] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
 [85] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [91] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[103] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[109] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[115] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[121] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[133] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[145] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[157] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[163] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[175] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[193] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[205] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[211] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[223] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[241] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[247] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[253] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[259] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[265] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[271] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[277] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[283] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[289] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[295] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[301] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[307] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[313] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[319] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[325] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[331] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[337] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[343] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[349] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[367] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[373] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[379] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[385] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[397] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[403] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[409] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[415] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[421] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[433] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[439] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[445] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[451] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[457] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[481] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[487] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[493] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[499] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[505] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[511] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[517] "subtype2" "subtype3" "subtype3"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [19] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [37] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [43] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [49] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [55] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [61] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [67] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
 [73] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
 [79] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
 [85] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [91] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[103] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[109] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[115] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[121] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[133] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[145] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[157] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[163] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[175] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[193] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[205] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[211] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[223] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[241] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[247] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[253] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[259] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[265] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[271] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[277] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[283] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[289] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[295] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[301] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[307] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[313] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[319] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[325] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[331] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[337] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[343] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[349] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[367] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[373] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[379] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[385] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[397] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[403] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[409] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[415] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[421] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[433] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[439] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[445] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[451] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[457] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[481] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[487] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[493] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[499] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[505] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[511] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[517] "subtype2" "subtype3" "subtype3"
D1V2, continuous
D1V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   70  107
  subtype2   62  110
  subtype3   72   98
        clus
vv       subtype1 subtype2 subtype3
  FEMALE       70       62       72
  MALE        107      110       98
D1V4, continuous
D1V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  124   12
  subtype2  121    3
  subtype3  116    5
                                 clus
vv                                subtype1 subtype2 subtype3
  TREATED PRIMARY GBM                   12        3        5
  UNTREATED PRIMARY (DE NOVO) GBM      124      121      116
D1V6, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  125   52
  subtype2  110   62
  subtype3  124   46
     clus
vv    subtype1 subtype2 subtype3
  NO       125      110      124
  YES       52       62       46
D1V7, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  111   66
  subtype2   98   74
  subtype3  103   67
     clus
vv    subtype1 subtype2 subtype3
  NO       111       98      103
  YES       66       74       67

Clustering(2) Variable = MRNA_CHIERARCHICAL
D2V1, survival
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
 [19] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [31] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
 [37] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [43] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [49] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [61] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
 [73] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
 [79] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [85] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [91] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [97] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[103] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[109] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[115] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[121] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[133] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[145] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[157] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[163] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[175] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[181] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[199] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[205] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[211] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[217] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[223] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[229] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[235] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[241] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[247] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[253] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[259] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[265] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[271] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[277] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[283] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[289] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[295] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[301] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[307] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[313] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[325] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[331] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[337] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[343] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[349] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[355] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[367] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[373] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[379] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[385] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[391] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[397] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[403] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[409] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[415] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[421] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[427] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[433] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[457] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[469] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[475] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[481] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[487] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[493] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[499] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[505] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[511] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[517] "subtype3" "subtype2" "subtype2"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
 [19] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [31] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
 [37] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [43] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [49] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [61] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
 [73] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
 [79] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [85] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [91] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [97] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[103] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[109] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[115] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[121] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[133] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[145] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[157] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[163] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[175] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[181] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[199] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[205] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[211] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[217] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[223] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[229] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[235] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[241] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[247] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[253] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[259] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[265] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[271] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[277] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[283] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[289] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[295] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[301] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[307] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[313] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[325] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[331] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[337] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[343] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[349] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[355] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[367] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[373] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[379] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[385] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[391] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[397] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[403] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[409] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[415] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[421] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[427] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[433] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[457] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[469] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[475] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[481] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[487] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[493] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[499] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[505] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[511] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[517] "subtype3" "subtype2" "subtype2"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
 [19] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [31] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
 [37] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [43] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [49] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [61] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
 [73] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
 [79] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [85] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [91] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [97] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[103] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[109] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[115] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[121] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[133] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[145] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[157] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[163] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[175] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[181] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[199] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[205] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[211] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[217] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[223] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[229] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[235] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[241] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[247] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[253] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[259] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[265] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[271] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[277] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[283] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[289] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[295] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[301] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[307] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[313] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[325] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[331] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[337] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[343] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[349] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[355] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[367] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[373] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[379] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[385] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[391] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[397] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[403] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[409] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[415] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[421] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[427] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[433] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[457] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[469] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[475] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[481] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[487] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[493] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[499] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[505] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[511] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[517] "subtype3" "subtype2" "subtype2"
D2V2, continuous
D2V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   90  133
  subtype2   53   74
  subtype3   61  108
        clus
vv       subtype1 subtype2 subtype3
  FEMALE       90       53       61
  MALE        133       74      108
D2V4, continuous
D2V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  160   11
  subtype2   85    4
  subtype3  116    5
                                 clus
vv                                subtype1 subtype2 subtype3
  TREATED PRIMARY GBM                   11        4        5
  UNTREATED PRIMARY (DE NOVO) GBM      160       85      116
D2V6, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  161   62
  subtype2   92   35
  subtype3  106   63
     clus
vv    subtype1 subtype2 subtype3
  NO       161       92      106
  YES       62       35       63
D2V7, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  139   84
  subtype2   77   50
  subtype3   96   73
     clus
vv    subtype1 subtype2 subtype3
  NO       139       77       96
  YES       84       50       73

Clustering(3) Variable = MIR_CNMF
D3V1, survival
  [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
  [7] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype4"
 [13] "subtype1" "subtype3" "subtype4" "subtype2" "subtype1" "subtype4"
 [19] "subtype1" "subtype4" "subtype1" "subtype1" "subtype1" "subtype2"
 [25] "subtype4" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [31] "subtype1" "subtype3" "subtype1" "subtype3" "subtype4" "subtype4"
 [37] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [43] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
 [49] "subtype3" "subtype1" "subtype2" "subtype2" "subtype4" "subtype4"
 [55] "subtype4" "subtype4" "subtype2" "subtype1" "subtype2" "subtype2"
 [61] "subtype2" "subtype4" "subtype2" "subtype2" "subtype2" "subtype4"
 [67] "subtype1" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
 [73] "subtype1" "subtype3" "subtype4" "subtype4" "subtype4" "subtype3"
 [79] "subtype3" "subtype1" "subtype2" "subtype4" "subtype3" "subtype2"
 [85] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype2"
 [91] "subtype2" "subtype1" "subtype1" "subtype4" "subtype2" "subtype3"
 [97] "subtype4" "subtype2" "subtype2" "subtype4" "subtype4" "subtype2"
[103] "subtype2" "subtype4" "subtype4" "subtype4" "subtype2" "subtype2"
[109] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype4"
[115] "subtype2" "subtype2" "subtype3" "subtype4" "subtype4" "subtype4"
[121] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype1"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[133] "subtype1" "subtype4" "subtype4" "subtype1" "subtype1" "subtype1"
[139] "subtype3" "subtype1" "subtype2" "subtype4" "subtype1" "subtype1"
[145] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype4"
[151] "subtype3" "subtype1" "subtype1" "subtype2" "subtype4" "subtype2"
[157] "subtype1" "subtype3" "subtype3" "subtype1" "subtype4" "subtype2"
[163] "subtype2" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[169] "subtype3" "subtype1" "subtype3" "subtype2" "subtype4" "subtype4"
[175] "subtype1" "subtype2" "subtype4" "subtype3" "subtype3" "subtype4"
[181] "subtype4" "subtype4" "subtype1" "subtype3" "subtype4" "subtype4"
[187] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[193] "subtype3" "subtype2" "subtype3" "subtype2" "subtype4" "subtype2"
[199] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[205] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[211] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype4"
[217] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype3"
[223] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[229] "subtype2" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[235] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[241] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[247] "subtype4" "subtype2" "subtype2" "subtype4" "subtype4" "subtype4"
[253] "subtype1" "subtype1" "subtype2" "subtype4" "subtype2" "subtype2"
[259] "subtype4" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[265] "subtype1" "subtype4" "subtype3" "subtype2" "subtype2" "subtype1"
[271] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[277] "subtype2" "subtype2" "subtype4" "subtype4" "subtype1" "subtype1"
[283] "subtype4" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[289] "subtype1" "subtype2" "subtype4" "subtype4" "subtype2" "subtype1"
[295] "subtype1" "subtype2" "subtype4" "subtype1" "subtype2" "subtype1"
[301] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype2" "subtype3" "subtype4" "subtype2" "subtype2"
[313] "subtype3" "subtype3" "subtype4" "subtype1" "subtype1" "subtype4"
[319] "subtype4" "subtype4" "subtype3" "subtype1" "subtype2" "subtype2"
[325] "subtype2" "subtype2" "subtype3" "subtype1" "subtype4" "subtype4"
[331] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[337] "subtype4" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[343] "subtype4" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[349] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[355] "subtype2" "subtype2" "subtype2" "subtype1" "subtype4" "subtype2"
[361] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[367] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[373] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype2" "subtype4" "subtype2" "subtype2"
[385] "subtype4" "subtype1" "subtype1" "subtype2" "subtype4" "subtype3"
[391] "subtype4" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[397] "subtype4" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[403] "subtype3" "subtype2" "subtype4" "subtype3" "subtype2" "subtype2"
[409] "subtype2" "subtype4" "subtype1" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype3"
[421] "subtype1" "subtype4" "subtype3" "subtype4" "subtype4" "subtype1"
[427] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[433] "subtype1" "subtype1" "subtype4" "subtype4" "subtype2" "subtype4"
[439] "subtype4" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[445] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype1"
[451] "subtype4" "subtype4" "subtype3" "subtype1" "subtype1" "subtype1"
[457] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[463] "subtype1" "subtype1" "subtype2" "subtype4" "subtype4" "subtype3"
[469] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[475] "subtype3" "subtype1" "subtype4" "subtype2" "subtype2" "subtype1"
[481] "subtype3" "subtype3"
  [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
  [7] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype4"
 [13] "subtype1" "subtype3" "subtype4" "subtype2" "subtype1" "subtype4"
 [19] "subtype1" "subtype4" "subtype1" "subtype1" "subtype1" "subtype2"
 [25] "subtype4" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [31] "subtype1" "subtype3" "subtype1" "subtype3" "subtype4" "subtype4"
 [37] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [43] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
 [49] "subtype3" "subtype1" "subtype2" "subtype2" "subtype4" "subtype4"
 [55] "subtype4" "subtype4" "subtype2" "subtype1" "subtype2" "subtype2"
 [61] "subtype2" "subtype4" "subtype2" "subtype2" "subtype2" "subtype4"
 [67] "subtype1" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
 [73] "subtype1" "subtype3" "subtype4" "subtype4" "subtype4" "subtype3"
 [79] "subtype3" "subtype1" "subtype2" "subtype4" "subtype3" "subtype2"
 [85] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype2"
 [91] "subtype2" "subtype1" "subtype1" "subtype4" "subtype2" "subtype3"
 [97] "subtype4" "subtype2" "subtype2" "subtype4" "subtype4" "subtype2"
[103] "subtype2" "subtype4" "subtype4" "subtype4" "subtype2" "subtype2"
[109] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype4"
[115] "subtype2" "subtype2" "subtype3" "subtype4" "subtype4" "subtype4"
[121] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype1"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[133] "subtype1" "subtype4" "subtype4" "subtype1" "subtype1" "subtype1"
[139] "subtype3" "subtype1" "subtype2" "subtype4" "subtype1" "subtype1"
[145] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype4"
[151] "subtype3" "subtype1" "subtype1" "subtype2" "subtype4" "subtype2"
[157] "subtype1" "subtype3" "subtype3" "subtype1" "subtype4" "subtype2"
[163] "subtype2" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[169] "subtype3" "subtype1" "subtype3" "subtype2" "subtype4" "subtype4"
[175] "subtype1" "subtype2" "subtype4" "subtype3" "subtype3" "subtype4"
[181] "subtype4" "subtype4" "subtype1" "subtype3" "subtype4" "subtype4"
[187] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[193] "subtype3" "subtype2" "subtype3" "subtype2" "subtype4" "subtype2"
[199] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[205] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[211] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype4"
[217] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype3"
[223] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[229] "subtype2" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[235] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[241] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[247] "subtype4" "subtype2" "subtype2" "subtype4" "subtype4" "subtype4"
[253] "subtype1" "subtype1" "subtype2" "subtype4" "subtype2" "subtype2"
[259] "subtype4" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[265] "subtype1" "subtype4" "subtype3" "subtype2" "subtype2" "subtype1"
[271] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[277] "subtype2" "subtype2" "subtype4" "subtype4" "subtype1" "subtype1"
[283] "subtype4" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[289] "subtype1" "subtype2" "subtype4" "subtype4" "subtype2" "subtype1"
[295] "subtype1" "subtype2" "subtype4" "subtype1" "subtype2" "subtype1"
[301] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype2" "subtype3" "subtype4" "subtype2" "subtype2"
[313] "subtype3" "subtype3" "subtype4" "subtype1" "subtype1" "subtype4"
[319] "subtype4" "subtype4" "subtype3" "subtype1" "subtype2" "subtype2"
[325] "subtype2" "subtype2" "subtype3" "subtype1" "subtype4" "subtype4"
[331] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[337] "subtype4" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[343] "subtype4" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[349] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[355] "subtype2" "subtype2" "subtype2" "subtype1" "subtype4" "subtype2"
[361] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[367] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[373] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype2" "subtype4" "subtype2" "subtype2"
[385] "subtype4" "subtype1" "subtype1" "subtype2" "subtype4" "subtype3"
[391] "subtype4" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[397] "subtype4" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[403] "subtype3" "subtype2" "subtype4" "subtype3" "subtype2" "subtype2"
[409] "subtype2" "subtype4" "subtype1" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype3"
[421] "subtype1" "subtype4" "subtype3" "subtype4" "subtype4" "subtype1"
[427] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[433] "subtype1" "subtype1" "subtype4" "subtype4" "subtype2" "subtype4"
[439] "subtype4" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[445] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype1"
[451] "subtype4" "subtype4" "subtype3" "subtype1" "subtype1" "subtype1"
[457] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[463] "subtype1" "subtype1" "subtype2" "subtype4" "subtype4" "subtype3"
[469] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[475] "subtype3" "subtype1" "subtype4" "subtype2" "subtype2" "subtype1"
[481] "subtype3" "subtype3"
  [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
  [7] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype4"
 [13] "subtype1" "subtype3" "subtype4" "subtype2" "subtype1" "subtype4"
 [19] "subtype1" "subtype4" "subtype1" "subtype1" "subtype1" "subtype2"
 [25] "subtype4" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [31] "subtype1" "subtype3" "subtype1" "subtype3" "subtype4" "subtype4"
 [37] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [43] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
 [49] "subtype3" "subtype1" "subtype2" "subtype2" "subtype4" "subtype4"
 [55] "subtype4" "subtype4" "subtype2" "subtype1" "subtype2" "subtype2"
 [61] "subtype2" "subtype4" "subtype2" "subtype2" "subtype2" "subtype4"
 [67] "subtype1" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
 [73] "subtype1" "subtype3" "subtype4" "subtype4" "subtype4" "subtype3"
 [79] "subtype3" "subtype1" "subtype2" "subtype4" "subtype3" "subtype2"
 [85] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype2"
 [91] "subtype2" "subtype1" "subtype1" "subtype4" "subtype2" "subtype3"
 [97] "subtype4" "subtype2" "subtype2" "subtype4" "subtype4" "subtype2"
[103] "subtype2" "subtype4" "subtype4" "subtype4" "subtype2" "subtype2"
[109] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype4"
[115] "subtype2" "subtype2" "subtype3" "subtype4" "subtype4" "subtype4"
[121] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype1"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[133] "subtype1" "subtype4" "subtype4" "subtype1" "subtype1" "subtype1"
[139] "subtype3" "subtype1" "subtype2" "subtype4" "subtype1" "subtype1"
[145] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype4"
[151] "subtype3" "subtype1" "subtype1" "subtype2" "subtype4" "subtype2"
[157] "subtype1" "subtype3" "subtype3" "subtype1" "subtype4" "subtype2"
[163] "subtype2" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[169] "subtype3" "subtype1" "subtype3" "subtype2" "subtype4" "subtype4"
[175] "subtype1" "subtype2" "subtype4" "subtype3" "subtype3" "subtype4"
[181] "subtype4" "subtype4" "subtype1" "subtype3" "subtype4" "subtype4"
[187] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[193] "subtype3" "subtype2" "subtype3" "subtype2" "subtype4" "subtype2"
[199] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[205] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[211] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype4"
[217] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype3"
[223] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[229] "subtype2" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[235] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[241] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[247] "subtype4" "subtype2" "subtype2" "subtype4" "subtype4" "subtype4"
[253] "subtype1" "subtype1" "subtype2" "subtype4" "subtype2" "subtype2"
[259] "subtype4" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[265] "subtype1" "subtype4" "subtype3" "subtype2" "subtype2" "subtype1"
[271] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[277] "subtype2" "subtype2" "subtype4" "subtype4" "subtype1" "subtype1"
[283] "subtype4" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[289] "subtype1" "subtype2" "subtype4" "subtype4" "subtype2" "subtype1"
[295] "subtype1" "subtype2" "subtype4" "subtype1" "subtype2" "subtype1"
[301] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype2" "subtype3" "subtype4" "subtype2" "subtype2"
[313] "subtype3" "subtype3" "subtype4" "subtype1" "subtype1" "subtype4"
[319] "subtype4" "subtype4" "subtype3" "subtype1" "subtype2" "subtype2"
[325] "subtype2" "subtype2" "subtype3" "subtype1" "subtype4" "subtype4"
[331] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[337] "subtype4" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[343] "subtype4" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[349] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[355] "subtype2" "subtype2" "subtype2" "subtype1" "subtype4" "subtype2"
[361] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[367] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[373] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype2" "subtype4" "subtype2" "subtype2"
[385] "subtype4" "subtype1" "subtype1" "subtype2" "subtype4" "subtype3"
[391] "subtype4" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[397] "subtype4" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[403] "subtype3" "subtype2" "subtype4" "subtype3" "subtype2" "subtype2"
[409] "subtype2" "subtype4" "subtype1" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype3"
[421] "subtype1" "subtype4" "subtype3" "subtype4" "subtype4" "subtype1"
[427] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[433] "subtype1" "subtype1" "subtype4" "subtype4" "subtype2" "subtype4"
[439] "subtype4" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[445] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype1"
[451] "subtype4" "subtype4" "subtype3" "subtype1" "subtype1" "subtype1"
[457] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[463] "subtype1" "subtype1" "subtype2" "subtype4" "subtype4" "subtype3"
[469] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[475] "subtype3" "subtype1" "subtype4" "subtype2" "subtype2" "subtype1"
[481] "subtype3" "subtype3"
D3V2, continuous
D3V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   56   88
  subtype2   68   91
  subtype3   27   47
  subtype4   36   69
        clus
vv       subtype1 subtype2 subtype3 subtype4
  FEMALE       56       68       27       36
  MALE         88       91       47       69
D3V4, continuous
D3V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  102    3
  subtype2  106    9
  subtype3   50    5
  subtype4   67    3
                                 clus
vv                                subtype1 subtype2 subtype3 subtype4
  TREATED PRIMARY GBM                    3        9        5        3
  UNTREATED PRIMARY (DE NOVO) GBM      102      106       50       67
D3V6, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  105   39
  subtype2  113   46
  subtype3   46   28
  subtype4   73   32
     clus
vv    subtype1 subtype2 subtype3 subtype4
  NO       105      113       46       73
  YES       39       46       28       32
D3V7, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   85   59
  subtype2   92   67
  subtype3   46   28
  subtype4   66   39
     clus
vv    subtype1 subtype2 subtype3 subtype4
  NO        85       92       46       66
  YES       59       67       28       39

Clustering(4) Variable = MIR_CHIERARCHICAL
D4V1, survival
  [1] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
  [7] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [19] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [25] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
 [31] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
 [37] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [43] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [49] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [61] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
 [67] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [73] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [79] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
 [85] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [91] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
 [97] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[103] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[109] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[115] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[121] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[133] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[139] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[145] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[151] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[157] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[163] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[169] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[175] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[181] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[193] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[199] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[205] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[211] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[217] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[223] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[229] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[235] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[241] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[247] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[253] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[259] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[265] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[271] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[277] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[283] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[289] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[295] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[313] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[331] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[343] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[355] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[361] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[367] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[373] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[379] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[385] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[391] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[397] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[403] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[409] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[415] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[421] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[427] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[433] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[439] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[451] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[457] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[463] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[469] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[475] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[481] "subtype1" "subtype3"
  [1] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
  [7] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [19] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [25] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
 [31] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
 [37] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [43] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [49] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [61] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
 [67] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [73] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [79] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
 [85] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [91] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
 [97] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[103] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[109] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[115] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[121] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[133] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[139] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[145] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[151] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[157] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[163] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[169] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[175] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[181] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[193] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[199] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[205] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[211] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[217] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[223] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[229] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[235] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[241] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[247] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[253] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[259] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[265] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[271] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[277] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[283] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[289] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[295] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[313] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[331] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[343] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[355] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[361] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[367] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[373] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[379] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[385] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[391] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[397] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[403] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[409] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[415] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[421] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[427] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[433] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[439] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[451] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[457] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[463] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[469] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[475] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[481] "subtype1" "subtype3"
  [1] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
  [7] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [19] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [25] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
 [31] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
 [37] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [43] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [49] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [61] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
 [67] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
 [73] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [79] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
 [85] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [91] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
 [97] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[103] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[109] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[115] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[121] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[133] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[139] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[145] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[151] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[157] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[163] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[169] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[175] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[181] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[193] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[199] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[205] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[211] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[217] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[223] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[229] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[235] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[241] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[247] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[253] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[259] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[265] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[271] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[277] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[283] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[289] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[295] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[313] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[331] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[343] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[355] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[361] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[367] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[373] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[379] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[385] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[391] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[397] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[403] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[409] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[415] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[421] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[427] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[433] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[439] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[451] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[457] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[463] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[469] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[475] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[481] "subtype1" "subtype3"
D4V2, continuous
D4V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   59  111
  subtype2   80  100
  subtype3   48   84
        clus
vv       subtype1 subtype2 subtype3
  FEMALE       59       80       48
  MALE        111      100       84
D4V4, continuous
D4V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  121    4
  subtype2  121    9
  subtype3   83    7
                                 clus
vv                                subtype1 subtype2 subtype3
  TREATED PRIMARY GBM                    4        9        7
  UNTREATED PRIMARY (DE NOVO) GBM      121      121       83
D4V6, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  118   52
  subtype2  125   55
  subtype3   94   38
     clus
vv    subtype1 subtype2 subtype3
  NO       118      125       94
  YES       52       55       38
D4V7, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  103   67
  subtype2  105   75
  subtype3   81   51
     clus
vv    subtype1 subtype2 subtype3
  NO       103      105       81
  YES       67       75       51

Clustering(5) Variable = METHLYATION_CNMF
D5V1, survival
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
  [7] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [19] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
 [25] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [31] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
 [37] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
 [43] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [49] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
 [61] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
 [67] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [73] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [79] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
 [85] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
 [91] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [97] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[103] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[109] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[115] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[127] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[133] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[139] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[157] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[163] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[169] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[181] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[187] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[193] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[199] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[205] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[211] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[217] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[223] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[229] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[235] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[241] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[247] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[253] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[259] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[265] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[271] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype2" "subtype2" "subtype3" "subtype1"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
  [7] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [19] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
 [25] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [31] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
 [37] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
 [43] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [49] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
 [61] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
 [67] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [73] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [79] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
 [85] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
 [91] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [97] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[103] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[109] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[115] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[127] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[133] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[139] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[157] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[163] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[169] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[181] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[187] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[193] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[199] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[205] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[211] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[217] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[223] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[229] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[235] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[241] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[247] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[253] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[259] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[265] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[271] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype2" "subtype2" "subtype3" "subtype1"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
  [7] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [19] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
 [25] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [31] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
 [37] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
 [43] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [49] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
 [61] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
 [67] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [73] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [79] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
 [85] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
 [91] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [97] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[103] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[109] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[115] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[127] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[133] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[139] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[157] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[163] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[169] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[181] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[187] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[193] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[199] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[205] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[211] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[217] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[223] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[229] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[235] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[241] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[247] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[253] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[259] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[265] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[271] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype2" "subtype2" "subtype3" "subtype1"
D5V2, continuous
D5V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   34   47
  subtype2   50   74
  subtype3   30   45
        clus
vv       subtype1 subtype2 subtype3
  FEMALE       34       50       30
  MALE         47       74       45
D5V4, continuous
D5V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   34    6
  subtype2   54    7
  subtype3   35    6
                                 clus
vv                                subtype1 subtype2 subtype3
  TREATED PRIMARY GBM                    6        7        6
  UNTREATED PRIMARY (DE NOVO) GBM       34       54       35
D5V6, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   65   16
  subtype2   86   38
  subtype3   58   17
     clus
vv    subtype1 subtype2 subtype3
  NO        65       86       58
  YES       16       38       17
D5V7, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   57   24
  subtype2   74   50
  subtype3   52   23
     clus
vv    subtype1 subtype2 subtype3
  NO        57       74       52
  YES       24       50       23
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
                                "GENDER" 
                                      V4 
           "KARNOFSKY.PERFORMANCE.SCORE" 
                                      V5 
                     "HISTOLOGICAL.TYPE" 
                                      V6 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
                                      V7 
                   "NEOADJUVANT.THERAPY" 
> q(save="no")
