
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.75.4002/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.75.4002/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/BRCA-TP/2407698/1.GDAC_mergedClustering.Finished/BRCA-TP.mergedcluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPickerPipeline/BRCA-TP/2330060/1.GDAC_clinicalDataPicker.Finished/BRCA-TP.clin.merged.picked.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-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=866, in cluster file=915, common to both=866
[1]  10 866
[1] "MRNA_CNMF"
[1] 3
  1   2   3 
268  93 166 
  1   2   3 
268  93 166 
[1] "MRNA_CHIERARCHICAL"
[1] 3
  1   2   3 
127 264 136 
  1   2   3 
127 264 136 
[1] "CN_CNMF"
[1] 3
  1   2   3   4   5 
316  72 196 204  55 
  1   2   3   4   5 
316  72 196 204  55 
[1] "METHLYATION_CNMF"
[1] 3
  1   2   3   4   5   6 
 96 138  78 125  33  82 
  1   2   3   4   5   6 
 96 138  78 125  33  82 
[1] "RPPA_CNMF"
[1] 3
  1   2   3 
151 134 123 
  1   2   3 
151 134 123 
[1] "RPPA_CHIERARCHICAL"
[1] 3
  1   2   3 
135 162 111 
  1   2   3 
135 162 111 
[1] "MRNASEQ_CNMF"
[1] 3
  1   2   3 
239 155 440 
  1   2   3 
239 155 440 
[1] "MRNASEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
417 218 199 
  1   2   3 
417 218 199 
[1] "MIRSEQ_CNMF"
[1] 3
  1   2   3 
185 411 242 
  1   2   3 
185 411 242 
[1] "MIRSEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
205 268 365 
  1   2   3 
205 268 365 
[1] "data2feature, selection=ALL"
 [1] "YEARSTOBIRTH"                          
 [2] "DAYSTODEATH"                           
 [3] "DAYSTOLASTFOLLOWUP"                    
 [4] "VITALSTATUS"                           
 [5] "DCCUPLOADDATE"                         
 [6] "PRIMARYSITEOFDESEASE"                  
 [7] "GENDER"                                
 [8] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
 [9] "DAYSTOLASTKNOWNALIVE"                  
[10] "RADIATIONS.RADIATION.REGIMENINDICATION"
[11] "BATCHNUMBER"                           

Input Data has 11 rows and 866 columns.

[1] "Batch" "11"   
[1] "Last Follow UP"
TCGA-A1-A0SB TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SG TCGA-A1-A0SH 
         259          437         1320         1463          433         1437 
TCGA-A1-A0SI TCGA-A1-A0SJ TCGA-A1-A0SK TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SO 
         634          426           NA          242         1196          852 
TCGA-A1-A0SP TCGA-A1-A0SQ TCGA-A2-A04N TCGA-A2-A04P TCGA-A2-A04Q TCGA-A2-A04R 
         583          553         3153           NA         1275         2364 
TCGA-A2-A04T TCGA-A2-A04U TCGA-A2-A04V TCGA-A2-A04W TCGA-A2-A04X TCGA-A2-A04Y 
        1950          670           NA         1918         1349          763 
TCGA-A2-A0CL TCGA-A2-A0CM TCGA-A2-A0CP TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT 
        1827           NA         2495         2392         2298         1917 
TCGA-A2-A0CU TCGA-A2-A0CV TCGA-A2-A0CW TCGA-A2-A0CX TCGA-A2-A0CY TCGA-A2-A0CZ 
          NA         1870         1750         1303         1288         1338 
TCGA-A2-A0D0 TCGA-A2-A0D1 TCGA-A2-A0D2 TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM 
         643          786          761          736          496         2757 
TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0EQ TCGA-A2-A0ER TCGA-A2-A0ES TCGA-A2-A0ET 
        2515         2181         2053         1902         1001          807 
TCGA-A2-A0EU TCGA-A2-A0EV TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0EY TCGA-A2-A0ST 
         733          545          770          549          485         1643 
TCGA-A2-A0SU TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0SX TCGA-A2-A0SY TCGA-A2-A0T0 
        1351           NA           NA         1288         1154          337 
TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0T6 
         322           NA          456          395          321          344 
TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YD TCGA-A2-A0YE TCGA-A2-A0YF TCGA-A2-A0YG 
         397          643          550          252          289          404 
TCGA-A2-A0YH TCGA-A2-A0YI TCGA-A2-A0YJ TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A0YM 
         379          358          326          334          268          661 
TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW TCGA-A2-A1FX TCGA-A2-A1FZ TCGA-A2-A1G0 
          NA          460          221          935          409          380 
TCGA-A2-A1G1 TCGA-A2-A1G4 TCGA-A2-A1G6 TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25B 
         371          372          132         1285         2968          258 
TCGA-A2-A25C TCGA-A2-A25D TCGA-A2-A25E TCGA-A2-A25F TCGA-A2-A3KD TCGA-A7-A0CD 
         285          243         2511          113          803          170 
TCGA-A7-A0CE TCGA-A7-A0CG TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A0DA 
         253          166          161          188          159          373 
TCGA-A7-A0DB TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A13F TCGA-A7-A13G TCGA-A7-A26E 
         140          267          287          196          208          421 
TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26H TCGA-A7-A26I TCGA-A7-A26J TCGA-A7-A2KD 
         257          209           64          122           67          181 
TCGA-A7-A3IY TCGA-A7-A3IZ TCGA-A7-A3J0 TCGA-A7-A3J1 TCGA-A7-A3RF TCGA-A8-A06N 
         151          148           76           75           54           NA 
TCGA-A8-A06O TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U 
         396          396           31          546         1249           NA 
TCGA-A8-A06X TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 
          NA          791           31          517         1641          274 
TCGA-A8-A07B TCGA-A8-A07C TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07I 
        1004          580          608          576          576          426 
TCGA-A8-A07J TCGA-A8-A07L TCGA-A8-A07O TCGA-A8-A07P TCGA-A8-A07R TCGA-A8-A07S 
         365          517          304          334          273          242 
TCGA-A8-A07U TCGA-A8-A07W TCGA-A8-A07Z TCGA-A8-A081 TCGA-A8-A082 TCGA-A8-A083 
         303          304          853           NA          549           NA 
TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08B TCGA-A8-A08C 
         458         1124          396           30          702          607 
TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A08H TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08L 
         549          606           NA          365           NA           NA 
TCGA-A8-A08O TCGA-A8-A08P TCGA-A8-A08R TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08X 
         942          942           30          580         2830         1034 
TCGA-A8-A08Z TCGA-A8-A090 TCGA-A8-A091 TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A094 
        1217           NA          580          518          545           NA 
TCGA-A8-A095 TCGA-A8-A096 TCGA-A8-A097 TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09B 
        1276           NA          365          304          304          365 
TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09E TCGA-A8-A09G TCGA-A8-A09I TCGA-A8-A09K 
          31          396          942           NA         1006          911 
TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V 
         457           31          761          273          578          457 
TCGA-A8-A09W TCGA-A8-A09X TCGA-A8-A09Z TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 
          30           NA           NA          365          578          396 
TCGA-A8-A0A6 TCGA-A8-A0A7 TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23C 
         640           30          396          517         1157           29 
TCGA-AC-A23E TCGA-AC-A23G TCGA-AC-A23H TCGA-AC-A2B8 TCGA-AC-A2BK TCGA-AC-A2BM 
          72          329           81           44         1172         1162 
TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM TCGA-AC-A2FO 
          44         1685         1125         1180           NA         1542 
TCGA-AC-A2QH TCGA-AC-A2QI TCGA-AC-A2QJ TCGA-AC-A3BB TCGA-AC-A3HN TCGA-AC-A3OD 
          31           28           69           30           21           35 
TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A04A 
          10           10            7           10           19           89 
TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AL TCGA-AN-A0AM 
          54           52          243          223          197            5 
TCGA-AN-A0AR TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FJ 
           9            9           10          195          140          241 
TCGA-AN-A0FK TCGA-AN-A0FL TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0FT TCGA-AN-A0FV 
         212          230          218          191          183           10 
TCGA-AN-A0FW TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XL 
          11           10           10           10           16           10 
TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT 
          10          375            9           10           10           10 
TCGA-AN-A0XU TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03N 
          10          162          170         2442         1455         1645 
TCGA-AO-A03O TCGA-AO-A03P TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03U TCGA-AO-A03V 
          NA         2576         1707         1187           NA          886 
TCGA-AO-A0J2 TCGA-AO-A0J3 TCGA-AO-A0J4 TCGA-AO-A0J5 TCGA-AO-A0J6 TCGA-AO-A0J7 
         585          302          294          735          775          260 
TCGA-AO-A0J8 TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JB TCGA-AO-A0JC TCGA-AO-A0JD 
         277         1255          346         1150         1547         1813 
TCGA-AO-A0JE TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JI TCGA-AO-A0JJ TCGA-AO-A0JL 
        1965          354          449         1172         1512         1319 
TCGA-AO-A0JM TCGA-AO-A124 TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A128 TCGA-AO-A129 
        1826         3119         3018         2850         2877         2923 
TCGA-AO-A12A TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12D TCGA-AO-A12E TCGA-AO-A12F 
        2754         2359         1993         1948         1742         1471 
TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KO TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KR 
        1265          862          448         2513         1519         2140 
TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AQ-A0Y5 
          16          541          439          159         3344           NA 
TCGA-AQ-A1H2 TCGA-AQ-A1H3 TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TR TCGA-AR-A0TS 
         197          138         2392         1500           NA         1138 
TCGA-AR-A0TT TCGA-AR-A0TU TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TX TCGA-AR-A0TY 
        1679          360          904          739           15           NA 
TCGA-AR-A0TZ TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A0U4 
        1313            8          185           NA         2263         1627 
TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN 
        2298         1881         1604         1558         1485         1329 
TCGA-AR-A1AO TCGA-AR-A1AP TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AS TCGA-AR-A1AT 
        1324         1215         1309           NA         1242           NA 
TCGA-AR-A1AU TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A1AY TCGA-AR-A24H 
        1409         1295         1072         1103          614         3333 
TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O TCGA-AR-A24P 
        1548         2221         1990         2074         1997           26 
TCGA-AR-A24Q TCGA-AR-A24R TCGA-AR-A24S TCGA-AR-A24T TCGA-AR-A24U TCGA-AR-A24V 
        2008         1745         1888         1620         1623         1648 
TCGA-AR-A24W TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 TCGA-AR-A251 TCGA-AR-A252 
        1550         1465         1574         1707         1373         1236 
TCGA-AR-A254 TCGA-AR-A255 TCGA-AR-A256 TCGA-AR-A2LE TCGA-AR-A2LH TCGA-AR-A2LK 
        1212         1058           NA         3913           NA         1303 
TCGA-AR-A2LL TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-AR-A2LR 
         223         1217          519          633          516          620 
TCGA-B6-A0I1 TCGA-B6-A0I2 TCGA-B6-A0I5 TCGA-B6-A0I6 TCGA-B6-A0I8 TCGA-B6-A0I9 
          NA         3826         4549           NA           NA           NA 
TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IE TCGA-B6-A0IG TCGA-B6-A0IH 
        6718           NA           NA           NA           NA           NA 
TCGA-B6-A0IJ TCGA-B6-A0IK TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0IP 
        5383           NA         3836           NA         3350         3374 
TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RG TCGA-B6-A0RH TCGA-B6-A0RI TCGA-B6-A0RL 
        3871         6434         2082         5748         6795           NA 
TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0RQ TCGA-B6-A0RS 
          NA         5261         4928           NA           NA           NA 
TCGA-B6-A0RT TCGA-B6-A0RU TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV 
        2721         3991         4788           NA         5396           NA 
TCGA-B6-A0WW TCGA-B6-A0WX TCGA-B6-A0WY TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X1 
         546           NA           NA         3941           NA         5671 
TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A0X7 TCGA-B6-A1KC TCGA-B6-A1KF TCGA-B6-A1KI 
          NA           NA           NA         1326         3088         1463 
TCGA-B6-A1KN TCGA-B6-A2IU TCGA-BH-A0AU TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0AY 
        3330         4840          746         1180          622          777 
TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B3 TCGA-BH-A0B4 TCGA-BH-A0B5 
         867         1427         1148         1203         1191         1471 
TCGA-BH-A0B6 TCGA-BH-A0B7 TCGA-BH-A0B8 TCGA-BH-A0B9 TCGA-BH-A0BA TCGA-BH-A0BC 
        1732         1733         1569         1572         1132          974 
TCGA-BH-A0BD TCGA-BH-A0BF TCGA-BH-A0BG TCGA-BH-A0BJ TCGA-BH-A0BL TCGA-BH-A0BM 
         554          781          756          660         1339         1117 
TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0BQ TCGA-BH-A0BR TCGA-BH-A0BS TCGA-BH-A0BT 
        1085         1481          826         1632         1640         1386 
TCGA-BH-A0BV TCGA-BH-A0BW TCGA-BH-A0BZ TCGA-BH-A0C0 TCGA-BH-A0C1 TCGA-BH-A0C3 
        1519          355         1492         1270         1338         1464 
TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DE TCGA-BH-A0DG TCGA-BH-A0DH TCGA-BH-A0DI 
        1305         1393          948          713         1156          673 
TCGA-BH-A0DK TCGA-BH-A0DL TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DQ TCGA-BH-A0DS 
         423         1467          525          476           98           77 
TCGA-BH-A0DT TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0DZ TCGA-BH-A0E0 TCGA-BH-A0E1 
        1170         1374         1442          495          133          477 
TCGA-BH-A0E2 TCGA-BH-A0E6 TCGA-BH-A0E7 TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0EB 
         376          292         1362         1405           NA          745 
TCGA-BH-A0EE TCGA-BH-A0EI TCGA-BH-A0GY TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H3 
         943          743          917          328          461         1149 
TCGA-BH-A0H5 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HB 
        1080          747          701         1247          856          806 
TCGA-BH-A0HF TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HL TCGA-BH-A0HN TCGA-BH-A0HO 
         727          619          178           72          516           76 
TCGA-BH-A0HP TCGA-BH-A0HQ TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY 
         414         1121          392         1560          829          867 
TCGA-BH-A0RX TCGA-BH-A0W3 TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A0W7 TCGA-BH-A0WA 
         170          180          175          543          558          372 
TCGA-BH-A18F TCGA-BH-A18G TCGA-BH-A18H TCGA-BH-A18I TCGA-BH-A18J TCGA-BH-A18K 
         268           61           NA          220           NA           NA 
TCGA-BH-A18L TCGA-BH-A18M TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18Q TCGA-BH-A18R 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A18S TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A18V TCGA-BH-A1EN TCGA-BH-A1EO 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EU TCGA-BH-A1EV TCGA-BH-A1EW TCGA-BH-A1EX 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1EY TCGA-BH-A1F0 TCGA-BH-A1F2 TCGA-BH-A1F5 TCGA-BH-A1F6 TCGA-BH-A1F8 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1FB TCGA-BH-A1FC TCGA-BH-A1FD TCGA-BH-A1FE TCGA-BH-A1FG TCGA-BH-A1FH 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1FJ TCGA-BH-A1FL TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A1FR TCGA-BH-A1FU 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A201 TCGA-BH-A202 TCGA-BH-A203 TCGA-BH-A204 TCGA-BH-A208 TCGA-BH-A209 
         209           22           NA           NA           NA           NA 
TCGA-BH-A28O TCGA-BH-A28Q TCGA-C8-A12K TCGA-C8-A12L TCGA-C8-A12M TCGA-C8-A12N 
         323          196           NA           NA           NA           NA 
TCGA-C8-A12O TCGA-C8-A12P TCGA-C8-A12Q TCGA-C8-A12T TCGA-C8-A12U TCGA-C8-A12V 
          NA           NA           NA           NA           NA           NA 
TCGA-C8-A12W TCGA-C8-A12X TCGA-C8-A12Y TCGA-C8-A12Z TCGA-C8-A130 TCGA-C8-A131 
          NA           NA           NA           NA           NA           NA 
TCGA-C8-A132 TCGA-C8-A133 TCGA-C8-A134 TCGA-C8-A135 TCGA-C8-A137 TCGA-C8-A138 
          NA           NA           NA           NA            3            7 
TCGA-C8-A1HE TCGA-C8-A1HF TCGA-C8-A1HG TCGA-C8-A1HI TCGA-C8-A1HJ TCGA-C8-A1HK 
          NA           NA           NA            2            5            7 
TCGA-C8-A1HL TCGA-C8-A1HM TCGA-C8-A1HN TCGA-C8-A1HO TCGA-C8-A26V TCGA-C8-A26W 
           2            6            2           NA            9            7 
TCGA-C8-A26X TCGA-C8-A26Y TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A275 
          11           13            4            6            1            1 
TCGA-C8-A278 TCGA-C8-A27A TCGA-C8-A27B TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A140 
           1          371           30          264          210           27 
TCGA-D8-A141 TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A147 
         113           61          172           49          344            2 
TCGA-D8-A1J8 TCGA-D8-A1J9 TCGA-D8-A1JA TCGA-D8-A1JB TCGA-D8-A1JC TCGA-D8-A1JD 
         256          248           18           NA          178          273 
TCGA-D8-A1JE TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JH TCGA-D8-A1JI TCGA-D8-A1JJ 
          57           96          187          284           21          274 
TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1JM TCGA-D8-A1JN TCGA-D8-A1JP TCGA-D8-A1JS 
         109          265          238          217          167          105 
TCGA-D8-A1JT TCGA-D8-A1JU TCGA-D8-A1X5 TCGA-D8-A1X6 TCGA-D8-A1X7 TCGA-D8-A1X8 
         123          106          171          236           85          272 
TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XF 
         380          274          201           81          155          197 
TCGA-D8-A1XG TCGA-D8-A1XJ TCGA-D8-A1XK TCGA-D8-A1XL TCGA-D8-A1XM TCGA-D8-A1XO 
         196          352          326          319          218          242 
TCGA-D8-A1XQ TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XT TCGA-D8-A1XU TCGA-D8-A1XV 
         177          168           18          193          149          146 
TCGA-D8-A1XW TCGA-D8-A1XY TCGA-D8-A1XZ TCGA-D8-A1Y0 TCGA-D8-A1Y1 TCGA-D8-A1Y2 
         117           81          120          166          115           72 
TCGA-D8-A1Y3 TCGA-D8-A27E TCGA-D8-A27F TCGA-D8-A27G TCGA-D8-A27H TCGA-D8-A27I 
         124          182          227          209          140          185 
TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27M TCGA-D8-A27N TCGA-D8-A27P TCGA-D8-A27R 
         118          125          144          145           22           90 
TCGA-D8-A27T TCGA-D8-A27V TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A107 
         135           73           15         1163         1555          763 
TCGA-E2-A108 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C TCGA-E2-A10E 
         124         1172          352          748          853          418 
TCGA-E2-A10F TCGA-E2-A14N TCGA-E2-A14O TCGA-E2-A14P TCGA-E2-A14Q TCGA-E2-A14R 
         360         1350         1172          487          974          845 
TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A14U TCGA-E2-A14V TCGA-E2-A14W TCGA-E2-A14X 
         834          890          838          748          833          692 
TCGA-E2-A14Y TCGA-E2-A14Z TCGA-E2-A150 TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 
         688          518          591          588          586          325 
TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A15A TCGA-E2-A15C 
         553          481          450          515          502          496 
TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15F TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I 
         315          517          468          315           42          411 
TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15M TCGA-E2-A15O TCGA-E2-A15P 
         463           34          331          234          395          315 
TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1B1 
         330          274          267         1964         1271         1361 
TCGA-E2-A1B4 TCGA-E2-A1B5 TCGA-E2-A1B6 TCGA-E2-A1BC TCGA-E2-A1BD TCGA-E2-A1IE 
         911          774          338          297          317          983 
TCGA-E2-A1IF TCGA-E2-A1IG TCGA-E2-A1IH TCGA-E2-A1II TCGA-E2-A1IJ TCGA-E2-A1IK 
         956          755          658          850          725          518 
TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1IO TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A1L7 
          14          392          448          127         1312          633 
TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA TCGA-E2-A1LB TCGA-E2-A1LE TCGA-E2-A1LG 
        1015          388          463          972           NA          350 
TCGA-E2-A1LH TCGA-E2-A1LI TCGA-E2-A1LK TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E2-A2P5 
        2875         2750           NA         1014          239          326 
TCGA-E2-A2P6 TCGA-E2-A3DX TCGA-E9-A1N3 TCGA-E9-A1N4 TCGA-E9-A1N5 TCGA-E9-A1N6 
         167          217           NA           NA           NA           NA 
TCGA-E9-A1N8 TCGA-E9-A1N9 TCGA-E9-A1NA TCGA-E9-A1NC TCGA-E9-A1ND TCGA-E9-A1NE 
          NA           NA           NA           NA           NA           NA 
TCGA-E9-A1NF TCGA-E9-A1NG TCGA-E9-A1NH TCGA-E9-A1NI TCGA-E9-A1QZ TCGA-E9-A1R0 
          NA           NA           NA           NA           NA           NA 
TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 
          19           64           29           42           84           34 
TCGA-E9-A1RA TCGA-E9-A1RB TCGA-E9-A1RC TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF 
          29           21         1228           20           47           38 
TCGA-E9-A1RG TCGA-E9-A1RH TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A227 TCGA-E9-A228 
          35           14           48           16           24           NA 
TCGA-E9-A229 TCGA-E9-A22A TCGA-E9-A22B TCGA-E9-A22D TCGA-E9-A22E TCGA-E9-A22G 
          NA           NA           NA           NA           NA           NA 
TCGA-E9-A22H TCGA-E9-A243 TCGA-E9-A244 TCGA-E9-A245 TCGA-E9-A247 TCGA-E9-A248 
          NA           43           20           25           12           21 
TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A295 TCGA-E9-A2JS TCGA-E9-A2JT TCGA-EW-A1IW 
          28           10           21           13           23          252 
TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ TCGA-EW-A1J1 TCGA-EW-A1J2 TCGA-EW-A1J3 
        1082          258          260          282          139          252 
TCGA-EW-A1J5 TCGA-EW-A1J6 TCGA-EW-A1OV TCGA-EW-A1OW TCGA-EW-A1OX TCGA-EW-A1OY 
         227          595          522          463          562          593 
TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P1 TCGA-EW-A1P3 TCGA-EW-A1P4 TCGA-EW-A1P5 
         941         1121          919          987          501          365 
TCGA-EW-A1P6 TCGA-EW-A1P7 TCGA-EW-A1P8 TCGA-EW-A1PA TCGA-EW-A1PB TCGA-EW-A1PC 
         312          635           NA          267          608          186 
TCGA-EW-A1PD TCGA-EW-A1PE TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A1PH TCGA-EW-A2FR 
         174          106          139          875          139         1120 
TCGA-EW-A2FS TCGA-EW-A2FV TCGA-EW-A2FW TCGA-GI-A2C8 TCGA-GI-A2C9 TCGA-GM-A2D9 
        1173          238          190          212          703           NA 
TCGA-GM-A2DA TCGA-GM-A2DB TCGA-GM-A2DC TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DH 
        5909         1615         1628         1309         1299         1286 
TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DM TCGA-GM-A2DN TCGA-GM-A2DO 
        1883         1896         2762         2331         2352         1622 
TCGA-GM-A3NW TCGA-GM-A3NY 
        2982          743 
Variable 1:'AGE':	nDistinctValues=64,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'DAYSTODEATH':	nDistinctValues=94,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 3:'DAYSTOLASTFOLLOWUP':	nDistinctValues=530,	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=25,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 9:'DAYSTOLASTKNOWNALIVE':	nDistinctValues=16,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 10:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 11:'BATCH.NUMBER':	nDistinctValues=60,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                                   
[2] "GENDER"                                
[3] "RADIATIONS.RADIATION.REGIMENINDICATION"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 866 columns, 1 survival variables, and 3 non-survival variables.
AGE, nv=64, binary=FALSE, numeric=TRUE
GENDER, nv=2, binary=FALSE, numeric=FALSE
RADIATIONS.RADIATION.REGIMENINDICATION, nv=2, binary=FALSE, numeric=FALSE

Clustering(1) Variable = MRNA_CNMF
D1V1, survival
          sevent
clus2        0   1
  subtype1 227  30
  subtype2  78  10
  subtype3 125  25
subtype1 subtype2 subtype3 
     257       88      150 
subtype1 subtype2 subtype3 
      30       10       25 
$subtype1
TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SM TCGA-A2-A04N TCGA-A2-A04R TCGA-A2-A04V 
       14.37        43.40         7.96       103.66        77.72        63.12 
TCGA-A2-A04Y TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT TCGA-A2-A0CU TCGA-A2-A0D3 
       25.08        78.64        75.55        63.02         5.16        24.20 
TCGA-A2-A0D4 TCGA-A2-A0EM TCGA-A2-A0ER TCGA-A2-A0ET TCGA-A2-A0EU TCGA-A2-A0EV 
       16.31        90.64        62.53        26.53        24.10        17.92 
TCGA-A2-A0SU TCGA-A2-A0SY TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0YC 
       44.42        37.94        14.99        12.99        10.55        21.14 
TCGA-A2-A0YD TCGA-A2-A0YF TCGA-A2-A0YI TCGA-A7-A0CD TCGA-A7-A0CH TCGA-A7-A0D9 
       18.08         9.50        11.77         5.59         5.29         5.23 
TCGA-A7-A0DB TCGA-A7-A13F TCGA-A8-A06O TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06T 
        4.60         6.44        13.02        13.02         1.02        41.06 
TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A079 TCGA-A8-A07B TCGA-A8-A07F TCGA-A8-A07G 
       26.01         1.02         9.01        33.01        18.94        18.94 
TCGA-A8-A07I TCGA-A8-A07J TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07W 
       14.01        12.00        17.00        10.98         7.96         9.99 
TCGA-A8-A07Z TCGA-A8-A082 TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A 
       28.04        18.05        15.06        36.95        13.02         0.99 
TCGA-A8-A08C TCGA-A8-A08G TCGA-A8-A08O TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08Z 
       19.96        19.92        30.97        19.07        93.04        40.01 
TCGA-A8-A091 TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A097 TCGA-A8-A099 TCGA-A8-A09B 
       19.07        17.92        41.95        12.00         9.99        12.00 
TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09E TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N 
        1.02        13.02        30.97        29.95        15.02         1.02 
TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W TCGA-A8-A0A1 
       25.02         8.98        19.00        15.02         0.99        12.00 
TCGA-A8-A0A2 TCGA-A8-A0A4 TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AN-A03X 
       19.00        13.02        13.02        17.00        38.04         0.33 
TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0FD 
        0.33         0.23         0.33         0.62         2.93         6.41 
TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FS TCGA-AN-A0FT TCGA-AN-A0FW TCGA-AN-A0FY 
        4.60         6.97         6.28         6.02         0.36         0.33 
TCGA-AN-A0FZ TCGA-AN-A0XL TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS 
        0.33         0.33        12.33         0.30         0.33         0.33 
TCGA-AN-A0XT TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03N TCGA-AO-A03P 
        0.33         5.33         5.59        80.28        54.08        84.69 
TCGA-AO-A03T TCGA-AO-A03V TCGA-AO-A0J3 TCGA-AO-A0J5 TCGA-AO-A0J7 TCGA-AO-A0J8 
       39.02        29.13         9.93        24.16         8.55         9.11 
TCGA-AO-A0JA TCGA-AO-A0JF TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 TCGA-AO-A126 
       11.38        11.64        38.53        60.03        99.22        93.70 
TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12E TCGA-AO-A12G TCGA-AO-A12H TCGA-AQ-A04H 
       77.56        65.52        57.27        41.59        28.34        14.43 
TCGA-AR-A0TR TCGA-AR-A0TZ TCGA-AR-A0U3 TCGA-AR-A1AL TCGA-AR-A1AP TCGA-AR-A1AS 
        5.26        43.17        74.40        48.82        39.95        40.83 
TCGA-AR-A1AW TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC 
       35.24       149.56        24.62       220.87       129.57        50.70 
TCGA-B6-A0IE TCGA-B6-A0IG TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0IP 
       65.69       146.50       126.12        84.59       110.14       110.93 
TCGA-B6-A0RG TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RO 
       68.45       223.40        81.17        78.02       172.96       162.02 
TCGA-B6-A0RP TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW 
      102.77       157.41        97.48       177.40        79.63        17.95 
TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A0X7 TCGA-BH-A0AU 
      129.57       129.70        28.24        68.94        58.88        24.53 
TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B1 TCGA-BH-A0B4 TCGA-BH-A0B5 TCGA-BH-A0B8 
       25.55        28.50        37.74        39.16        48.36        51.58 
TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV 
       37.22        32.02        18.21        53.92        45.57        49.94 
TCGA-BH-A0C1 TCGA-BH-A0C3 TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DE TCGA-BH-A0DH 
       43.99        48.13        42.90        45.80        31.17        38.01 
TCGA-BH-A0DQ TCGA-BH-A0E1 TCGA-BH-A0E2 TCGA-BH-A0E7 TCGA-BH-A0EB TCGA-BH-A0EI 
        3.22        15.68        12.36        44.78        24.49        24.43 
TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H3 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0H9 
       10.78        15.16        37.78        24.56        23.05        41.00 
TCGA-BH-A0HB TCGA-BH-A0HF TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HO TCGA-BH-A0HQ 
       26.50        23.90        20.35         5.85         2.50        36.85 
TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0W3 TCGA-BH-A0W4 
       12.89        51.29        27.25        28.50         5.92         5.75 
TCGA-BH-A0W7 TCGA-BH-A18I TCGA-BH-A18J TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18P 
       18.35         7.23        20.09        26.66        37.74        30.28 
TCGA-BH-A18S TCGA-BH-A18T TCGA-BH-A1EO TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EV 
       66.05         7.36        91.99       113.82        82.85        12.00 
TCGA-BH-A1EW TCGA-C8-A1HI TCGA-C8-A1HL TCGA-C8-A1HN TCGA-D8-A140 TCGA-D8-A146 
       55.69         0.07         0.07         0.07         0.89        11.31 
TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A107 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B 
       38.24        51.12        25.08        38.53        11.57        24.59 
TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14O TCGA-E2-A14Q TCGA-E2-A14S TCGA-E2-A14T 
       13.74        11.84        38.53        32.02        27.42        29.26 
TCGA-E2-A14V TCGA-E2-A14W TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 
       24.59        27.39        19.27        10.68        18.18        15.81 
TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15F TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15J 
       16.31        10.36        15.39        10.36         1.38        15.22 
TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15M TCGA-E2-A15O TCGA-E2-A15P TCGA-E2-A15R 
        1.12        10.88         7.69        12.99        10.36        10.85 
TCGA-E2-A15S TCGA-E2-A15T TCGA-E2-A1B4 TCGA-E2-A1BC TCGA-E2-A1BD 
        9.01         8.78        29.95         9.76        10.42 

$subtype2
TCGA-A1-A0SH TCGA-A1-A0SJ TCGA-A2-A04Q TCGA-A2-A0CL TCGA-A2-A0CP TCGA-A2-A0CV 
       47.24        14.01        41.92        60.07        82.03        61.48 
TCGA-A2-A0CZ TCGA-A2-A0D2 TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0ES TCGA-A2-A0EW 
       43.99        25.02        82.68        71.70        32.91        25.32 
TCGA-A2-A0EX TCGA-A2-A0ST TCGA-A2-A0SX TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YK 
       18.05        54.02        42.35        11.31        13.05        10.98 
TCGA-A2-A0YL TCGA-A7-A0CG TCGA-A8-A07E TCGA-A8-A09A TCGA-A8-A0A6 TCGA-AN-A0FN 
        8.81         5.46        19.99         9.99        21.04         7.17 
TCGA-AN-A0FX TCGA-AO-A03R TCGA-AO-A03U TCGA-AO-A0J9 TCGA-AO-A0JB TCGA-AO-A0JC 
        0.33        56.12        59.05        41.26        37.81        50.86 
TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A12A TCGA-AO-A12F TCGA-AQ-A04J TCGA-AR-A1AJ 
       14.76        49.71        90.54        48.36         5.23        52.73 
TCGA-AR-A1AK TCGA-AR-A1AN TCGA-AR-A1AO TCGA-AR-A1AR TCGA-AR-A1AU TCGA-AR-A1AX 
       51.22        43.69        43.53        17.19        46.32        36.26 
TCGA-B6-A0IH TCGA-B6-A0RQ TCGA-B6-A0RT TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0WY 
      112.37       140.48        89.46       131.21        21.47       113.75 
TCGA-BH-A0AV TCGA-BH-A0B0 TCGA-BH-A0B7 TCGA-BH-A0BF TCGA-BH-A0BJ TCGA-BH-A0BL 
       38.79        46.92        56.98        25.68        21.70        44.02 
TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0BQ TCGA-BH-A0BR TCGA-BH-A0DG 
       36.72        35.67        48.69        27.16        53.65        23.44 
TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DS TCGA-BH-A0DT 
       22.13        13.91        17.26        15.65         2.53        38.47 
TCGA-BH-A0DX TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0H5 TCGA-BH-A0HA TCGA-BH-A0HP 
       47.41        46.19        32.65        35.51        28.14        13.61 
TCGA-BH-A0RX TCGA-BH-A0W5 TCGA-BH-A18F TCGA-BH-A18M TCGA-BH-A1EU TCGA-BH-A1F0 
        5.59        17.85         8.81        72.56        42.28        25.81 
TCGA-D8-A141 TCGA-D8-A142 TCGA-D8-A145 TCGA-E2-A108 TCGA-E2-A14Z TCGA-E2-A15E 
        3.72         2.01         1.61         4.08        17.03        17.00 
TCGA-E2-A15I TCGA-E2-A1AZ TCGA-E2-A1B1 TCGA-E2-A1B6 
       13.51        64.57        44.75        11.11 

$subtype3
TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P TCGA-A2-A04T TCGA-A2-A04U 
       31.79        28.01        19.17        17.98        64.11        22.03 
TCGA-A2-A04W TCGA-A2-A04X TCGA-A2-A0CM TCGA-A2-A0CW TCGA-A2-A0CX TCGA-A2-A0CY 
       63.06        44.35        24.79        57.53        42.84        42.35 
TCGA-A2-A0D0 TCGA-A2-A0D1 TCGA-A2-A0EQ TCGA-A2-A0EY TCGA-A2-A0SV TCGA-A2-A0SW 
       21.14        25.84        67.50        15.95        27.12        44.84 
TCGA-A2-A0T0 TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YG TCGA-A2-A0YH 
       11.08        10.59         7.96         8.28        13.28        12.46 
TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A0YT TCGA-A7-A0CE TCGA-A7-A0CJ TCGA-A7-A0DA 
       10.72        21.73        23.77         8.32         6.18        12.26 
TCGA-A7-A13D TCGA-A7-A13E TCGA-A8-A06R TCGA-A8-A06U TCGA-A8-A06X TCGA-A8-A075 
        8.78         9.44        17.95        29.00        31.00        17.00 
TCGA-A8-A076 TCGA-A8-A07C TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A08B 
       53.95        19.07         9.99         8.98         9.96        23.08 
TCGA-A8-A08F TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08P TCGA-A8-A08R 
       18.05        12.00        37.05         9.99        30.97         0.99 
TCGA-A8-A08X TCGA-A8-A092 TCGA-A8-A09I TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AN-A04C 
       33.99        17.03        33.07        14.01         0.99         1.78 
TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AL TCGA-AN-A0AM TCGA-AN-A0AR 
        1.71         7.99         7.33         6.48         0.16         0.30 
TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FV TCGA-AN-A0G0 
        0.30         0.33         7.92         7.56         0.33         0.53 
TCGA-AN-A0XN TCGA-AN-A0XU TCGA-AO-A03M TCGA-AO-A03O TCGA-AO-A0J2 TCGA-AO-A0J4 
        0.33         0.33        47.84        81.63        19.23         9.67 
TCGA-AO-A0J6 TCGA-AO-A0JD TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A128 
       25.48        59.61        64.60        43.36       102.54        94.59 
TCGA-AO-A129 TCGA-AO-A12D TCGA-AQ-A04L TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TS 
       96.10        64.04       109.94        78.64        49.32        37.41 
TCGA-AR-A0TT TCGA-AR-A0TU TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TX TCGA-AR-A0TY 
       55.20        11.84        29.72        24.30         0.49        55.86 
TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U2 TCGA-AR-A0U4 TCGA-AR-A1AH TCGA-AR-A1AI 
        0.26         6.08        83.87        53.49        75.55        61.84 
TCGA-AR-A1AQ TCGA-AR-A1AT TCGA-AR-A1AV TCGA-AR-A1AY TCGA-B6-A0I2 TCGA-B6-A0I6 
       43.04        41.82        42.58        20.19       125.79        32.58 
TCGA-B6-A0I9 TCGA-B6-A0IJ TCGA-B6-A0IK TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RH 
       12.13       176.98        18.77       127.27       211.53       188.98 
TCGA-B6-A0RS TCGA-B6-A0X1 TCGA-BH-A0AW TCGA-BH-A0B3 TCGA-BH-A0B9 TCGA-BH-A0BG 
      100.67       186.44        20.45        39.55        51.68        24.85 
TCGA-BH-A0BW TCGA-BH-A0BZ TCGA-BH-A0C0 TCGA-BH-A0DL TCGA-BH-A0DZ TCGA-BH-A0E0 
       11.67        49.05        41.75        48.23        16.27         4.37 
TCGA-BH-A0E6 TCGA-BH-A0EE TCGA-BH-A0GY TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18K 
        9.60        31.00        30.15        12.23         2.01        90.81 
TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18U TCGA-BH-A18V TCGA-C8-A137 TCGA-C8-A138 
       55.63        37.51        51.39        51.12         0.10         0.23 
TCGA-C8-A1HM TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A143 TCGA-D8-A147 TCGA-E2-A10C 
        0.20         8.68         6.90         5.65         0.07        28.04 
TCGA-E2-A14N TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 
       44.38        16.01        27.78        22.75        22.62        19.43 
TCGA-E2-A152 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A15A TCGA-E2-A1B0 TCGA-E2-A1B5 
       19.33        14.79        16.93        16.50        41.79        25.45 

subtype1 subtype2 subtype3 
    0.07     0.33     0.07 
subtype1 subtype2 subtype3 
  223.40   140.48   211.53 
subtype1 subtype2 subtype3 
  20.350   35.590   22.325 
[1] "0.1 - 223.4 (20.4)" "0.3 - 140.5 (35.6)" "0.1 - 211.5 (22.3)"
  [1] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
  [7] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
 [13] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [19] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
 [25] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [31] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
 [37] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
 [49] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [61] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
 [67] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [73] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [79] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
 [91] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [97] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[109] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[121] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[127] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[133] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[139] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[157] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[181] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[187] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[205] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[217] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[223] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[229] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[235] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[241] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[247] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[253] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[259] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[265] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[271] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[277] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[295] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[301] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[307] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[313] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[319] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[325] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[331] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[337] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[343] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[349] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[355] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[373] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[385] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[391] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[397] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[403] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[409] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[415] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[421] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[427] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[433] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[439] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[445] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[463] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[469] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[475] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[487] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[493] "subtype2" "subtype1" "subtype1"
  [1] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
  [7] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
 [13] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [19] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
 [25] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [31] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
 [37] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
 [49] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [61] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
 [67] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [73] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [79] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
 [91] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [97] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[109] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[121] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[127] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[133] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[139] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[157] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[181] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[187] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[205] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[217] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[223] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[229] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[235] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[241] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[247] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[253] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[259] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[265] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[271] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[277] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[295] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[301] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[307] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[313] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[319] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[325] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[331] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[337] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[343] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[349] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[355] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[373] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[385] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[391] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[397] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[403] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[409] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[415] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[421] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[427] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[433] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[439] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[445] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[463] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[469] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[475] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[487] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[493] "subtype2" "subtype1" "subtype1"
  [1] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
  [7] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
 [13] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [19] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
 [25] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [31] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
 [37] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
 [49] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [61] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
 [67] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [73] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [79] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
 [91] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [97] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[109] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[121] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[127] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[133] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[139] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[157] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[181] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[187] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[205] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[217] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[223] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[229] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[235] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[241] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[247] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[253] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[259] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[265] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[271] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[277] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[295] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[301] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[307] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[313] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[319] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[325] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[331] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[337] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[343] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[349] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[355] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[373] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[385] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[391] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[397] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[403] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[409] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[415] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[421] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[427] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[433] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[439] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[445] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[463] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[469] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[475] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[487] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[493] "subtype2" "subtype1" "subtype1"
D1V2, continuous
D1V3, binary
          cls
clus         0   1
  subtype1 263   5
  subtype2  93   0
  subtype3 165   1
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  263    5
  subtype2   93    0
  subtype3  165    1
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      263       93      165
  MALE          5        0        1
D1V4, binary
          cls
clus         0   1
  subtype1  70 198
  subtype2  27  66
  subtype3  50 116
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   70  198
  subtype2   27   66
  subtype3   50  116
     clus
vv    subtype1 subtype2 subtype3
  NO        70       27       50
  YES      198       66      116

Clustering(2) Variable = MRNA_CHIERARCHICAL
D2V1, survival
          sevent
clus2        0   1
  subtype1 101  15
  subtype2 209  36
  subtype3 120  14
subtype1 subtype2 subtype3 
     116      245      134 
subtype1 subtype2 subtype3 
      15       36       14 
$subtype1
TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P TCGA-A2-A04Q TCGA-A2-A04T 
       31.79        28.01        19.17        17.98        41.92        64.11 
TCGA-A2-A04U TCGA-A2-A0CM TCGA-A2-A0CX TCGA-A2-A0CY TCGA-A2-A0D0 TCGA-A2-A0D1 
       22.03        24.79        42.84        42.35        21.14        25.84 
TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0ST TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T1 
       25.02        67.50        54.02        42.35        11.08        10.59 
TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A7-A0CE TCGA-A7-A0DA 
        7.96         8.28        10.72        21.73         8.32        12.26 
TCGA-A7-A13D TCGA-A7-A13E TCGA-A8-A07C TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U 
        8.78         9.44        19.07         9.99         8.98         9.96 
TCGA-A8-A08L TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AN-A04C 
        9.99         0.99        33.99        14.01         0.99         1.78 
TCGA-AN-A04D TCGA-AN-A0AL TCGA-AN-A0AR TCGA-AN-A0AT TCGA-AN-A0FJ TCGA-AN-A0FL 
        1.71         6.48         0.30         0.33         7.92         7.56 
TCGA-AN-A0FX TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A0J2 TCGA-AO-A0J4 TCGA-AO-A0J6 
        0.33         0.53         0.33        19.23         9.67        25.48 
TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A128 TCGA-AO-A129 TCGA-AO-A12D 
       64.60        43.36       102.54        94.59        96.10        64.04 
TCGA-AO-A12F TCGA-AQ-A04J TCGA-AR-A0TP TCGA-AR-A0TS TCGA-AR-A0TU TCGA-AR-A0TX 
       48.36         5.23        78.64        37.41        11.84         0.49 
TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U4 TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ 
        0.26         6.08        53.49        75.55        61.84        52.73 
TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AT TCGA-AR-A1AY TCGA-B6-A0I2 TCGA-B6-A0I6 
       43.04        17.19        41.82        20.19       125.79        32.58 
TCGA-B6-A0IJ TCGA-B6-A0IK TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RS TCGA-B6-A0RT 
      176.98        18.77       127.27       211.53       100.67        89.46 
TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0X1 TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0B3 
      131.21        21.47       186.44        38.79        20.45        39.55 
TCGA-BH-A0B7 TCGA-BH-A0B9 TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BR TCGA-BH-A0BW 
       56.98        51.68        24.85        44.02        53.65        11.67 
TCGA-BH-A0DL TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0EE TCGA-BH-A0RX TCGA-BH-A0WA 
       48.23         4.37         9.60        31.00         5.59        12.23 
TCGA-BH-A18G TCGA-BH-A18K TCGA-BH-A18Q TCGA-BH-A18V TCGA-D8-A13Y TCGA-D8-A13Z 
        2.01        90.81        55.63        51.12         8.68         6.90 
TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 TCGA-E2-A14N TCGA-E2-A14P TCGA-E2-A14R 
        2.01         5.65         0.07        44.38        16.01        27.78 
TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A1AZ 
       22.75        22.62        19.43        14.79        16.93        64.57 
TCGA-E2-A1B0 TCGA-E2-A1B5 
       41.79        25.45 

$subtype2
TCGA-A1-A0SD TCGA-A1-A0SJ TCGA-A1-A0SM TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A04W 
       14.37        14.01         7.96        77.72        63.12        63.06 
TCGA-A2-A04X TCGA-A2-A04Y TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT TCGA-A2-A0CU 
       44.35        25.08        78.64        75.55        63.02         5.16 
TCGA-A2-A0CW TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM TCGA-A2-A0ER TCGA-A2-A0ET 
       57.53        24.20        16.31        90.64        62.53        26.53 
TCGA-A2-A0EU TCGA-A2-A0EY TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0T5 TCGA-A2-A0T7 
       24.10        15.95        27.12        44.84        10.55        13.05 
TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YG TCGA-A2-A0YH TCGA-A2-A0YT TCGA-A7-A0CD 
       21.14         9.50        13.28        12.46        23.77         5.59 
TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A13F TCGA-A8-A06O TCGA-A8-A06P 
        5.29         6.18         5.23         6.44        13.02        13.02 
TCGA-A8-A06Q TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06X TCGA-A8-A06Y 
        1.02        17.95        41.06        29.00        31.00        26.01 
TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07B TCGA-A8-A07F 
        1.02        17.00        53.95         9.01        33.01        18.94 
TCGA-A8-A07I TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07W TCGA-A8-A07Z 
       14.01        17.00        10.98         7.96         9.99        28.04 
TCGA-A8-A082 TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08B 
       18.05        15.06        36.95        13.02         0.99        23.08 
TCGA-A8-A08C TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08P 
       19.96        18.05        19.92        12.00        37.05        30.97 
TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A091 TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A095 
       19.07        93.04        19.07        17.03        17.92        41.95 
TCGA-A8-A097 TCGA-A8-A099 TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09E 
       12.00         9.99        12.00         1.02        13.02        30.97 
TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R 
       33.07        29.95        15.02         1.02        25.02         8.98 
TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W TCGA-A8-A0A9 TCGA-A8-A0AD TCGA-AN-A03X 
       19.00        15.02         0.99        13.02        38.04         0.33 
TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK 
        0.33         0.23         0.62         2.93         7.99         7.33 
TCGA-AN-A0AM TCGA-AN-A0AS TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FT 
        0.16         0.30         6.41         4.60         6.97         6.02 
TCGA-AN-A0FV TCGA-AN-A0FW TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XN TCGA-AN-A0XO 
        0.33         0.36         0.33         0.33         0.33        12.33 
TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XT TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03N 
        0.30         0.33         0.33         5.59        80.28        54.08 
TCGA-AO-A03O TCGA-AO-A03P TCGA-AO-A03V TCGA-AO-A0J3 TCGA-AO-A0J5 TCGA-AO-A0J7 
       81.63        84.69        29.13         9.93        24.16         8.55 
TCGA-AO-A0J8 TCGA-AO-A0JD TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 TCGA-AO-A12B 
        9.11        59.61        38.53        60.03        99.22        77.56 
TCGA-AO-A12C TCGA-AO-A12H TCGA-AQ-A04H TCGA-AQ-A04L TCGA-AR-A0TQ TCGA-AR-A0TR 
       65.52        28.34        14.43       109.94        49.32         5.26 
TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY TCGA-AR-A0TZ TCGA-AR-A0U2 TCGA-AR-A0U3 
       29.72        24.30        55.86        43.17        83.87        74.40 
TCGA-AR-A1AS TCGA-AR-A1AW TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0I9 TCGA-B6-A0IA 
       40.83        35.24       149.56        24.62        12.13       220.87 
TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IG TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO 
      129.57        50.70       146.50       126.12        84.59       110.14 
TCGA-B6-A0RG TCGA-B6-A0RH TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RN 
       68.45       188.98       223.40        81.17        78.02       172.96 
TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW TCGA-B6-A0WZ 
      162.02       102.77       177.40        79.63        17.95       129.57 
TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-BH-A0B1 TCGA-BH-A0B4 TCGA-BH-A0B8 
      129.70        28.24        68.94        37.74        39.16        51.58 
TCGA-BH-A0BA TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV TCGA-BH-A0BZ TCGA-BH-A0C0 
       37.22        53.92        45.57        49.94        49.05        41.75 
TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DZ TCGA-BH-A0E1 
       43.99        42.90        45.80        38.01        16.27        15.68 
TCGA-BH-A0E2 TCGA-BH-A0E7 TCGA-BH-A0EB TCGA-BH-A0GY TCGA-BH-A0GZ TCGA-BH-A0H0 
       12.36        44.78        24.49        30.15        10.78        15.16 
TCGA-BH-A0H3 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HB TCGA-BH-A0HI 
       37.78        24.56        23.05        41.00        26.50        20.35 
TCGA-BH-A0HO TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0W3 
        2.50        12.89        51.29        27.25        28.50         5.92 
TCGA-BH-A18J TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18R TCGA-BH-A18S 
       20.09        26.66        37.74        30.28        37.51        66.05 
TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A1ES TCGA-BH-A1EV TCGA-C8-A137 TCGA-C8-A138 
        7.36        51.39       113.82        12.00         0.10         0.23 
TCGA-C8-A1HL TCGA-C8-A1HM TCGA-C8-A1HN TCGA-D8-A140 TCGA-E2-A105 TCGA-E2-A106 
        0.07         0.20         0.07         0.89        38.24        51.12 
TCGA-E2-A107 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C TCGA-E2-A10E 
       25.08        38.53        11.57        24.59        28.04        13.74 
TCGA-E2-A14O TCGA-E2-A14Q TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A14V TCGA-E2-A14W 
       38.53        32.02        27.42        29.26        24.59        27.39 
TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A15A 
       19.33        19.27        10.68        18.18        15.81        16.50 
TCGA-E2-A15D TCGA-E2-A15F TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15J TCGA-E2-A15L 
       10.36        15.39        10.36         1.38        15.22        10.88 
TCGA-E2-A15O TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T TCGA-E2-A1BD 
       12.99        10.85         9.01         8.78        10.42 

$subtype3
TCGA-A1-A0SE TCGA-A1-A0SH TCGA-A2-A04N TCGA-A2-A0CL TCGA-A2-A0CP TCGA-A2-A0CV 
       43.40        47.24       103.66        60.07        82.03        61.48 
TCGA-A2-A0CZ TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0ES TCGA-A2-A0EV TCGA-A2-A0EW 
       43.99        82.68        71.70        32.91        17.92        25.32 
TCGA-A2-A0EX TCGA-A2-A0SU TCGA-A2-A0SY TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T6 
       18.05        44.42        37.94        14.99        12.99        11.31 
TCGA-A2-A0YD TCGA-A2-A0YI TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A7-A0CG TCGA-A7-A0DB 
       18.08        11.77        10.98         8.81         5.46         4.60 
TCGA-A8-A07E TCGA-A8-A07G TCGA-A8-A07J TCGA-A8-A08O TCGA-A8-A08Z TCGA-A8-A09A 
       19.99        18.94        12.00        30.97        40.01         9.99 
TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-A8-A0AB TCGA-AN-A046 
       12.00        19.00        13.02        21.04        17.00         0.33 
TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XL TCGA-AN-A0XS TCGA-AN-A0XV TCGA-AO-A03M 
        7.17         6.28         0.33         0.33         5.33        47.84 
TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03U TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JB 
       56.12        39.02        59.05        41.26        11.38        37.81 
TCGA-AO-A0JC TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A126 TCGA-AO-A12A 
       50.86        11.64        14.76        49.71        93.70        90.54 
TCGA-AO-A12E TCGA-AO-A12G TCGA-AR-A0TT TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN 
       57.27        41.59        55.20        51.22        48.82        43.69 
TCGA-AR-A1AO TCGA-AR-A1AP TCGA-AR-A1AU TCGA-AR-A1AV TCGA-AR-A1AX TCGA-B6-A0IE 
       43.53        39.95        46.32        42.58        36.26        65.69 
TCGA-B6-A0IH TCGA-B6-A0IP TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WY 
      112.37       110.93       140.48       157.41        97.48       113.75 
TCGA-B6-A0X7 TCGA-BH-A0AU TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B5 
       58.88        24.53        25.55        28.50        46.92        48.36 
TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BF TCGA-BH-A0BJ TCGA-BH-A0BM TCGA-BH-A0BO 
       32.02        18.21        25.68        21.70        36.72        35.67 
TCGA-BH-A0BP TCGA-BH-A0BQ TCGA-BH-A0C3 TCGA-BH-A0DE TCGA-BH-A0DG TCGA-BH-A0DI 
       48.69        27.16        48.13        31.17        23.44        22.13 
TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0DT 
       13.91        17.26        15.65         3.22         2.53        38.47 
TCGA-BH-A0DX TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0EI TCGA-BH-A0H5 TCGA-BH-A0HA 
       47.41        46.19        32.65        24.43        35.51        28.14 
TCGA-BH-A0HF TCGA-BH-A0HK TCGA-BH-A0HP TCGA-BH-A0HQ TCGA-BH-A0W4 TCGA-BH-A0W5 
       23.90         5.85        13.61        36.85         5.75        17.85 
TCGA-BH-A0W7 TCGA-BH-A18F TCGA-BH-A18I TCGA-BH-A18M TCGA-BH-A1EO TCGA-BH-A1ET 
       18.35         8.81         7.23        72.56        91.99        82.85 
TCGA-BH-A1EU TCGA-BH-A1EW TCGA-BH-A1F0 TCGA-C8-A1HI TCGA-D8-A141 TCGA-D8-A145 
       42.28        55.69        25.81         0.07         3.72         1.61 
TCGA-D8-A146 TCGA-E2-A108 TCGA-E2-A10F TCGA-E2-A14Z TCGA-E2-A15C TCGA-E2-A15E 
       11.31         4.08        11.84        17.03        16.31        17.00 
TCGA-E2-A15I TCGA-E2-A15K TCGA-E2-A15M TCGA-E2-A15P TCGA-E2-A1B1 TCGA-E2-A1B4 
       13.51         1.12         7.69        10.36        44.75        29.95 
TCGA-E2-A1B6 TCGA-E2-A1BC 
       11.11         9.76 

subtype1 subtype2 subtype3 
    0.07     0.07     0.07 
subtype1 subtype2 subtype3 
  211.53   223.40   157.41 
subtype1 subtype2 subtype3 
  21.880   23.080   26.485 
[1] "0.1 - 211.5 (21.9)" "0.1 - 223.4 (23.1)" "0.1 - 157.4 (26.5)"
  [1] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
  [7] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [19] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [25] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
 [31] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [37] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
 [43] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [49] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
 [61] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [73] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
 [79] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
 [85] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [97] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[103] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[109] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[127] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[133] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[145] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[151] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[157] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[163] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[181] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[193] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[199] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[205] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[211] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[223] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[229] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[235] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[241] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[247] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[253] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[259] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[265] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[271] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[277] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[283] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[289] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[295] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[301] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[307] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[313] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[319] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[325] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[331] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[337] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[349] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[367] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[373] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[379] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[385] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[391] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[397] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[403] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[409] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[415] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[421] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[433] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[439] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[445] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[451] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[457] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[463] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[469] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[475] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[481] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[487] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[493] "subtype3" "subtype3" "subtype2"
  [1] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
  [7] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [19] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [25] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
 [31] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [37] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
 [43] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [49] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
 [61] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [73] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
 [79] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
 [85] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [97] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[103] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[109] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[127] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[133] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[145] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[151] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[157] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[163] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[181] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[193] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[199] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[205] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[211] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[223] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[229] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[235] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[241] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[247] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[253] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[259] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[265] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[271] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[277] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[283] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[289] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[295] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[301] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[307] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[313] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[319] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[325] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[331] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[337] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[349] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[367] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[373] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[379] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[385] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[391] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[397] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[403] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[409] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[415] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[421] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[433] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[439] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[445] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[451] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[457] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[463] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[469] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[475] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[481] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[487] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[493] "subtype3" "subtype3" "subtype2"
  [1] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
  [7] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [19] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [25] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
 [31] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [37] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
 [43] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [49] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
 [61] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
 [73] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
 [79] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
 [85] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [97] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[103] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[109] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[127] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[133] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[145] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[151] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[157] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[163] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[181] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[193] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[199] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[205] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[211] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[223] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[229] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[235] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[241] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[247] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[253] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[259] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[265] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[271] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[277] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[283] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[289] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[295] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[301] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[307] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[313] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[319] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[325] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[331] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[337] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[349] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[367] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[373] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[379] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[385] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[391] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[397] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[403] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[409] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[415] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[421] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[433] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[439] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[445] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[451] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[457] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[463] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[469] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[475] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[481] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[487] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[493] "subtype3" "subtype3" "subtype2"
D2V2, continuous
D2V3, binary
          cls
clus         0   1
  subtype1 127   0
  subtype2 259   5
  subtype3 135   1
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  127    0
  subtype2  259    5
  subtype3  135    1
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      127      259      135
  MALE          0        5        1
D2V4, binary
          cls
clus         0   1
  subtype1  43  84
  subtype2  65 199
  subtype3  39  97
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   43   84
  subtype2   65  199
  subtype3   39   97
     clus
vv    subtype1 subtype2 subtype3
  NO        43       65       39
  YES       84      199       97

Clustering(3) Variable = CN_CNMF
D3V1, survival
          sevent
clus2        0   1
  subtype1 264  31
  subtype2  65   6
  subtype3 158  21
  subtype4 164  25
  subtype5  40  11
subtype1 subtype2 subtype3 subtype4 subtype5 
     295       71      179      189       51 
subtype1 subtype2 subtype3 subtype4 subtype5 
      31        6       21       25       11 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SG TCGA-A1-A0SH TCGA-A2-A04N TCGA-A2-A04Q TCGA-A2-A04V 
        8.52        14.24        47.24       103.66        41.92        63.12 
TCGA-A2-A04W TCGA-A2-A04Y TCGA-A2-A0CL TCGA-A2-A0CP TCGA-A2-A0CQ TCGA-A2-A0D3 
       63.06        25.08        60.07        82.03        78.64        24.20 
TCGA-A2-A0EM TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0ER TCGA-A2-A0ES TCGA-A2-A0EW 
       90.64        82.68        71.70        62.53        32.91        25.32 
TCGA-A2-A0EX TCGA-A2-A0ST TCGA-A2-A0SU TCGA-A2-A0SY TCGA-A2-A0T1 TCGA-A2-A0T5 
       18.05        54.02        44.42        37.94        10.59        10.55 
TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YD TCGA-A2-A0YF TCGA-A2-A0YI 
       11.31        13.05        21.14        18.08         9.50        11.77 
TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FZ TCGA-A2-A1G4 TCGA-A2-A1G6 TCGA-A2-A259 
       10.98         8.81        13.45        12.23         4.34        42.25 
TCGA-A2-A25A TCGA-A2-A25C TCGA-A2-A25F TCGA-A2-A3KD TCGA-A7-A0CG TCGA-A7-A0CH 
       97.58         9.37         3.72        26.40         5.46         5.29 
TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A26F TCGA-A7-A26H TCGA-A7-A3IY TCGA-A7-A3IZ 
        6.84        13.84         8.45         2.10         4.96         4.87 
TCGA-A7-A3J0 TCGA-A7-A3J1 TCGA-A7-A3RF TCGA-A8-A06P TCGA-A8-A07E TCGA-A8-A07J 
        2.50         2.47         1.78        13.02        19.99        12.00 
TCGA-A8-A07S TCGA-A8-A082 TCGA-A8-A08A TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A095 
        7.96        18.05         0.99        93.04        40.01        41.95 
TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09X TCGA-A8-A0A1 TCGA-A8-A0A7 TCGA-AC-A23C 
       19.00        15.02        14.01        12.00         0.99         0.95 
TCGA-AC-A23E TCGA-AC-A23G TCGA-AC-A2B8 TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG 
        2.37        10.82         1.45         1.45        55.40        36.99 
TCGA-AC-A2FK TCGA-AC-A2FO TCGA-AC-A2QI TCGA-AC-A2QJ TCGA-AC-A3BB TCGA-AC-A3HN 
       38.79        50.70         0.92         2.27         0.99         0.69 
TCGA-AN-A046 TCGA-AN-A0FF TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XO TCGA-AN-A0XR 
        0.33         4.60         7.17         6.28        12.33         0.33 
TCGA-AN-A0XS TCGA-AN-A0XV TCGA-AO-A03U TCGA-AO-A0J5 TCGA-AO-A0J8 TCGA-AO-A0JA 
        0.33         5.33        59.05        24.16         9.11        11.38 
TCGA-AO-A0JC TCGA-AO-A0JD TCGA-AO-A0JF TCGA-AO-A0JJ TCGA-AO-A125 TCGA-AO-A126 
       50.86        59.61        11.64        49.71        99.22        93.70 
TCGA-AO-A128 TCGA-AO-A12B TCGA-AO-A12H TCGA-AO-A1KO TCGA-AQ-A1H3 TCGA-AR-A0TS 
       94.59        77.56        28.34        14.73         4.54        37.41 
TCGA-AR-A0TX TCGA-AR-A1AJ TCGA-AR-A1AL TCGA-AR-A1AO TCGA-AR-A1AQ TCGA-AR-A1AS 
        0.49        52.73        48.82        43.53        43.04        40.83 
TCGA-AR-A1AU TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O 
       46.32        35.24        36.26        65.42        68.19        65.65 
TCGA-AR-A24P TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A24X TCGA-AR-A252 TCGA-AR-A2LE 
        0.85        53.26        50.96        48.16        40.64       128.65 
TCGA-AR-A2LH TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0I5 
       20.22        40.01        17.06        20.81        16.96       149.56 
TCGA-B6-A0IC TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IP TCGA-B6-A0RI TCGA-B6-A0RM 
       50.70       126.12        84.59       110.93       223.40        78.02 
TCGA-B6-A0RN TCGA-B6-A0RQ TCGA-B6-A0RT TCGA-B6-A0RV TCGA-B6-A0WT TCGA-B6-A0WZ 
      172.96       140.48        89.46       157.41       177.40       129.57 
TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A0X7 TCGA-B6-A1KI TCGA-BH-A0AZ 
      129.70        28.24        68.94        58.88        48.10        28.50 
TCGA-BH-A0B0 TCGA-BH-A0B7 TCGA-BH-A0BD TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BQ 
       46.92        56.98        18.21        36.72        35.67        27.16 
TCGA-BH-A0BS TCGA-BH-A0BZ TCGA-BH-A0C3 TCGA-BH-A0DE TCGA-BH-A0DG TCGA-BH-A0DH 
       53.92        49.05        48.13        31.17        23.44        38.01 
TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DT TCGA-BH-A0DV TCGA-BH-A0DX 
       22.13        13.91        17.26        38.47        45.17        47.41 
TCGA-BH-A0DZ TCGA-BH-A0E1 TCGA-BH-A0E2 TCGA-BH-A0E7 TCGA-BH-A0EA TCGA-BH-A0EB 
       16.27        15.68        12.36        44.78        32.65        24.49 
TCGA-BH-A0EE TCGA-BH-A0EI TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0H6 TCGA-BH-A0HA 
       31.00        24.43        37.78        35.51        24.56        28.14 
TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HO TCGA-BH-A0HP TCGA-BH-A0RX TCGA-BH-A0W4 
       20.35         5.85         2.50        13.61         5.59         5.75 
TCGA-BH-A0W5 TCGA-BH-A0W7 TCGA-BH-A18G TCGA-BH-A18J TCGA-BH-A18M TCGA-BH-A18P 
       17.85        18.35         2.01        20.09        72.56        30.28 
TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EU TCGA-BH-A1EX TCGA-BH-A1F0 TCGA-BH-A1FB 
      113.82        82.85        42.28        49.58        25.81       120.62 
TCGA-BH-A1FE TCGA-BH-A1FG TCGA-BH-A1FH TCGA-BH-A1FJ TCGA-BH-A1FL TCGA-BH-A1FR 
       74.73       122.89        36.92        63.35        55.00       144.59 
TCGA-BH-A1FU TCGA-BH-A28O TCGA-C8-A137 TCGA-C8-A1HI TCGA-C8-A26V TCGA-C8-A26X 
       72.07        10.62         0.10         0.07         0.30         0.36 
TCGA-C8-A26Y TCGA-C8-A275 TCGA-D8-A141 TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1J8 
        0.43         0.03         3.72         1.61        11.31         8.42 
TCGA-D8-A1JE TCGA-D8-A1JH TCGA-D8-A1JN TCGA-D8-A1JS TCGA-D8-A1JU TCGA-D8-A1X7 
        1.87         9.34         7.13         3.45         3.48         2.79 
TCGA-D8-A1X8 TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XM TCGA-D8-A1XU TCGA-D8-A1XV 
        8.94         6.61         2.66         7.17         4.90         4.80 
TCGA-D8-A27E TCGA-D8-A27I TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27P TCGA-D8-A27T 
        5.98         6.08         3.88         4.11         0.72         4.44 
TCGA-E2-A108 TCGA-E2-A10A TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14N TCGA-E2-A14Q 
        4.08        11.57        13.74        11.84        44.38        32.02 
TCGA-E2-A14U TCGA-E2-A14Y TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A15C TCGA-E2-A15I 
       27.55        22.62        18.18        15.81        16.31        13.51 
TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15M TCGA-E2-A15P TCGA-E2-A1B1 
       15.22         1.12        10.88         7.69        10.36        44.75 
TCGA-E2-A1B4 TCGA-E2-A1B5 TCGA-E2-A1B6 TCGA-E2-A1BC TCGA-E2-A1IF TCGA-E2-A1IJ 
       29.95        25.45        11.11         9.76        31.43        23.84 
TCGA-E2-A1IK TCGA-E2-A1IL TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A1L9 TCGA-E2-A1LB 
       17.03         0.46         4.18        43.13        12.76        31.96 
TCGA-E2-A1LE TCGA-E2-A2P6 TCGA-E2-A3DX TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1RA 
       28.90         5.49         7.13         2.10         0.95         0.95 
TCGA-E9-A1RD TCGA-E9-A1RI TCGA-E9-A227 TCGA-E9-A243 TCGA-E9-A245 TCGA-E9-A248 
        0.66         1.58         0.79         1.41         0.82         0.69 
TCGA-E9-A24A TCGA-E9-A2JT TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ TCGA-EW-A1J2 
        0.33         0.76        35.57         8.48         8.55         4.57 
TCGA-EW-A1OX TCGA-EW-A1P1 TCGA-EW-A1P6 TCGA-EW-A1P7 TCGA-EW-A1PE TCGA-EW-A1PG 
       18.48        30.21        10.26        20.88         3.48        28.77 
TCGA-EW-A2FR TCGA-GM-A2D9 TCGA-GM-A2DA TCGA-GM-A2DB TCGA-GM-A2DD TCGA-GM-A2DH 
       36.82        59.57       194.27        53.10        43.04        42.28 
TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DM TCGA-GM-A2DN TCGA-GM-A2DO 
       61.91        62.33        90.81        76.64        77.33        53.33 
TCGA-GM-A3NY 
       24.43 

$subtype2
TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SI TCGA-A2-A0CS TCGA-A2-A0CV 
       14.37        43.40        48.10        20.84        75.55        61.48 
TCGA-A7-A0DB TCGA-A8-A06Y TCGA-A8-A07F TCGA-A8-A07Z TCGA-A8-A084 TCGA-A8-A08C 
        4.60        26.01        18.94        28.04        15.06        19.96 
TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A099 TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09E 
       17.03        17.92         9.99        12.00         1.02        30.97 
TCGA-A8-A0A2 TCGA-A8-A0A6 TCGA-A8-A0AB TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A0FK 
       19.00        21.04        17.00         0.33         0.33         6.97 
TCGA-AN-A0XP TCGA-AO-A03N TCGA-AO-A0J7 TCGA-AO-A0J9 TCGA-AO-A12A TCGA-AR-A0TR 
        0.30        54.08         8.55        41.26        90.54         5.26 
TCGA-AR-A1AV TCGA-AR-A24K TCGA-B6-A0IB TCGA-B6-A0IH TCGA-B6-A0RH TCGA-B6-A0RP 
       42.58        50.89       129.57       112.37       188.98       102.77 
TCGA-BH-A0B5 TCGA-BH-A0BA TCGA-BH-A0BJ TCGA-BH-A0BV TCGA-BH-A0C1 TCGA-BH-A0DP 
       48.36        37.22        21.70        49.94        43.99        15.65 
TCGA-BH-A0E9 TCGA-BH-A0GZ TCGA-BH-A0HQ TCGA-BH-A0HU TCGA-BH-A18F TCGA-BH-A18K 
       46.19        10.78        36.85        12.89         8.81        90.81 
TCGA-BH-A1EV TCGA-BH-A202 TCGA-BH-A28Q TCGA-C8-A274 TCGA-D8-A1JA TCGA-D8-A1XG 
       12.00         0.72         6.44         0.03         0.59         6.44 
TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A27V TCGA-E2-A107 TCGA-E2-A10B TCGA-E2-A14O 
        7.96         5.52         2.40        25.08        24.59        38.53 
TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A15G TCGA-E2-A1BD TCGA-E2-A1L8 TCGA-E9-A1R5 
       19.27        10.68        10.36        10.42        33.37         1.38 
TCGA-E9-A1RC TCGA-E9-A249 TCGA-EW-A1P3 TCGA-EW-A1PC TCGA-GM-A3NW 
       40.37         0.92        32.45         6.12        98.04 

$subtype3
TCGA-A1-A0SJ TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04R TCGA-A2-A04X 
       14.01         7.96        39.32        18.18        77.72        44.35 
TCGA-A2-A0CT TCGA-A2-A0D4 TCGA-A2-A0ET TCGA-A2-A0EV TCGA-A2-A0SV TCGA-A2-A0T3 
       63.02        16.31        26.53        17.92        27.12        14.99 
TCGA-A2-A0T4 TCGA-A2-A0YG TCGA-A2-A0YT TCGA-A2-A1FW TCGA-A2-A1FX TCGA-A2-A25E 
       12.99        13.28        23.77         7.27        30.74        82.55 
TCGA-A7-A0CD TCGA-A7-A0CJ TCGA-A7-A26J TCGA-A7-A2KD TCGA-A8-A06O TCGA-A8-A06Q 
        5.59         6.18         2.20         5.95        13.02         1.02 
TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06Z TCGA-A8-A076 TCGA-A8-A079 
       17.95        41.06        29.00         1.02        53.95         9.01 
TCGA-A8-A07B TCGA-A8-A07G TCGA-A8-A07I TCGA-A8-A07P TCGA-A8-A07W TCGA-A8-A085 
       33.01        18.94        14.01        10.98         9.99        36.95 
TCGA-A8-A086 TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08O 
       13.02        18.05        19.92        12.00        37.05        30.97 
TCGA-A8-A08P TCGA-A8-A08S TCGA-A8-A097 TCGA-A8-A09A TCGA-A8-A09I TCGA-A8-A09M 
       30.97        19.07        12.00         9.99        33.07        15.02 
TCGA-A8-A09R TCGA-A8-A09W TCGA-A8-A0A4 TCGA-A8-A0A9 TCGA-A8-A0AD TCGA-AC-A23H 
        8.98         0.99        13.02        13.02        38.04         2.66 
TCGA-AC-A2BM TCGA-AC-A2FM TCGA-AC-A3OD TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A04A 
       38.20        26.04         1.15         0.23         0.62         2.93 
TCGA-AN-A0AJ TCGA-AN-A0FV TCGA-AN-A0FW TCGA-AN-A0XL TCGA-AN-A0XW TCGA-AO-A03L 
        7.99         0.33         0.36         0.33         5.59        80.28 
TCGA-AO-A03P TCGA-AO-A03T TCGA-AO-A0J2 TCGA-AO-A0J3 TCGA-AO-A0JE TCGA-AO-A0JG 
       84.69        39.02        19.23         9.93        64.60        14.76 
TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A12E TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AO-A1KT 
       38.53        60.03        57.27        49.94         0.53        17.79 
TCGA-AQ-A04H TCGA-AQ-A0Y5 TCGA-AQ-A1H2 TCGA-AR-A0TQ TCGA-AR-A0TZ TCGA-AR-A0U2 
       14.43         5.29         6.48        49.32        43.17        83.87 
TCGA-AR-A1AK TCGA-AR-A1AP TCGA-AR-A24L TCGA-AR-A24R TCGA-AR-A24V TCGA-AR-A24Z 
       51.22        39.95        73.02        57.37        54.18        51.75 
TCGA-AR-A250 TCGA-AR-A254 TCGA-AR-A255 TCGA-AR-A2LK TCGA-AR-A2LL TCGA-B6-A0I9 
       56.12        39.85        34.78        42.84         7.33        12.13 
TCGA-B6-A0IG TCGA-B6-A0RG TCGA-B6-A0RL TCGA-B6-A0RO TCGA-B6-A0WV TCGA-B6-A0WY 
      146.50        68.45        81.17       162.02        79.63       113.75 
TCGA-B6-A1KN TCGA-BH-A0AU TCGA-BH-A0B4 TCGA-BH-A0BC TCGA-BH-A0C7 TCGA-BH-A0DD 
      109.48        24.53        39.16        32.02        42.90        45.80 
TCGA-BH-A0DQ TCGA-BH-A0H7 TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0W3 
        3.22        23.05        51.29        27.25        28.50         5.92 
TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18R TCGA-BH-A18U TCGA-BH-A1EN TCGA-BH-A1EW 
       26.66        37.74        37.51        51.39        67.46        55.69 
TCGA-BH-A1F2 TCGA-BH-A1F8 TCGA-BH-A1FM TCGA-C8-A138 TCGA-C8-A1HK TCGA-C8-A1HL 
       31.53        24.62        45.63         0.23         0.23         0.07 
TCGA-C8-A1HN TCGA-C8-A26Z TCGA-C8-A273 TCGA-D8-A13Y TCGA-D8-A1J9 TCGA-D8-A1JC 
        0.07         0.13         0.20         8.68         8.15         5.85 
TCGA-D8-A1JD TCGA-D8-A1JI TCGA-D8-A1JT TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XS 
        8.98         0.69         4.04        12.49         9.01         0.59 
TCGA-D8-A1XT TCGA-D8-A1XY TCGA-D8-A1Y0 TCGA-D8-A27G TCGA-D8-A27N TCGA-D8-A27R 
        6.35         2.66         5.46         6.87         4.77         2.96 
TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A109 TCGA-E2-A14P TCGA-E2-A14S TCGA-E2-A14V 
        0.49        38.24        38.53        16.01        27.42        24.59 
TCGA-E2-A14W TCGA-E2-A152 TCGA-E2-A15A TCGA-E2-A15E TCGA-E2-A15H TCGA-E2-A15O 
       27.39        19.33        16.50        17.00         1.38        12.99 
TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1IH TCGA-E2-A1LA TCGA-E9-A1R2 TCGA-E9-A1R6 
       32.32        24.82        21.63        15.22         0.62         2.76 
TCGA-E9-A1R7 TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RG TCGA-E9-A247 TCGA-E9-A295 
        1.12         1.55         1.25         1.15         0.39         0.69 
TCGA-E9-A2JS TCGA-EW-A1IW TCGA-EW-A1J3 TCGA-EW-A1J5 TCGA-EW-A1J6 TCGA-EW-A1OY 
        0.43         8.28         8.28         7.46        19.56        19.50 
TCGA-EW-A1P5 TCGA-EW-A1PD TCGA-EW-A2FS TCGA-EW-A2FW TCGA-GI-A2C8 
       12.00         5.72        38.56         6.25         6.97 

$subtype4
TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P TCGA-A2-A04T TCGA-A2-A04U 
       31.79        28.01        19.17        17.98        64.11        22.03 
TCGA-A2-A0CM TCGA-A2-A0CW TCGA-A2-A0CX TCGA-A2-A0D0 TCGA-A2-A0D2 TCGA-A2-A0EQ 
       24.79        57.53        42.84        21.14        25.02        67.50 
TCGA-A2-A0EY TCGA-A2-A0SW TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T2 TCGA-A2-A0YE 
       15.95        44.84        42.35        11.08         7.96         8.28 
TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A2-A25B TCGA-A7-A0CE TCGA-A7-A0D9 
       10.72        21.73        12.20         8.48         8.32         5.23 
TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26G TCGA-A7-A26I TCGA-A8-A06X 
       12.26         8.78         9.44         6.87         4.01        31.00 
TCGA-A8-A075 TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A08B TCGA-A8-A08L 
       17.00         9.99         8.98         9.96        23.08         9.99 
TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09D TCGA-A8-A09K TCGA-A8-A09N TCGA-A8-A09Q 
        0.99        33.99        13.02        29.95         1.02        25.02 
TCGA-AC-A2BK TCGA-AC-A2QH TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AK TCGA-AN-A0AL 
       38.53         1.02         1.78         1.71         7.33         6.48 
TCGA-AN-A0AM TCGA-AN-A0AR TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FD TCGA-AN-A0FJ 
        0.16         0.30         0.30         0.33         6.41         7.92 
TCGA-AN-A0FL TCGA-AN-A0FT TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XN 
        7.56         6.02         0.33         0.33         0.33         0.33 
TCGA-AN-A0XT TCGA-AN-A0XU TCGA-AO-A03M TCGA-AO-A03O TCGA-AO-A03V TCGA-AO-A0J4 
        0.33         0.33        47.84        81.63        29.13         9.67 
TCGA-AO-A0J6 TCGA-AO-A0JB TCGA-AO-A124 TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F 
       25.48        37.81       102.54        96.10        64.04        48.36 
TCGA-AO-A12G TCGA-AO-A1KR TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AR-A0TP TCGA-AR-A0TT 
       41.59        70.36         5.23       109.94        78.64        55.20 
TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U4 
       29.72        24.30        55.86         0.26         6.08        53.49 
TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AN TCGA-AR-A1AR TCGA-AR-A1AY TCGA-AR-A24H 
       75.55        61.84        43.69        17.19        20.19       109.58 
TCGA-AR-A24Q TCGA-AR-A24S TCGA-AR-A24U TCGA-AR-A251 TCGA-AR-A256 TCGA-AR-A2LR 
       66.02        62.07        53.36        45.14        93.83        20.38 
TCGA-B6-A0I1 TCGA-B6-A0I2 TCGA-B6-A0IE TCGA-B6-A0IJ TCGA-B6-A0IK TCGA-B6-A0IO 
       77.62       125.79        65.69       176.98        18.77       110.14 
TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RS TCGA-B6-A0RU TCGA-B6-A1KF TCGA-BH-A0AV 
      127.27       211.53       100.67       131.21       101.52        38.79 
TCGA-BH-A0AW TCGA-BH-A0B3 TCGA-BH-A0B6 TCGA-BH-A0B9 TCGA-BH-A0BF TCGA-BH-A0BG 
       20.45        39.55        56.94        51.68        25.68        24.85 
TCGA-BH-A0BL TCGA-BH-A0BP TCGA-BH-A0BR TCGA-BH-A0BW TCGA-BH-A0C0 TCGA-BH-A0E0 
       44.02        48.69        53.65        11.67        41.75         4.37 
TCGA-BH-A0E6 TCGA-BH-A0GY TCGA-BH-A0H9 TCGA-BH-A0WA TCGA-BH-A18Q TCGA-BH-A18T 
        9.60        30.15        41.00        12.23        55.63         7.36 
TCGA-BH-A18V TCGA-BH-A1EY TCGA-BH-A1F6 TCGA-BH-A1FN TCGA-BH-A203 TCGA-BH-A208 
       51.12        17.69        97.48        72.07        38.60        57.83 
TCGA-BH-A209 TCGA-C8-A1HJ TCGA-C8-A1HM TCGA-C8-A26W TCGA-C8-A278 TCGA-C8-A27B 
      130.16         0.16         0.20         0.23         0.03         0.99 
TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 TCGA-D8-A1JF TCGA-D8-A1JG 
        6.90         2.01         5.65         0.07         3.16         6.15 
TCGA-D8-A1JJ TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1JM TCGA-D8-A1JP TCGA-D8-A1X5 
        9.01         3.58         8.71         7.82         5.49         5.62 
TCGA-D8-A1XJ TCGA-D8-A1XK TCGA-D8-A1XL TCGA-D8-A1XQ TCGA-D8-A1XW TCGA-D8-A1XZ 
       11.57        10.72        10.49         5.82         3.85         3.95 
TCGA-D8-A27F TCGA-D8-A27H TCGA-D8-A27M TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Z 
        7.46         4.60         4.73        27.78        22.75        17.03 
TCGA-E2-A150 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A1AZ TCGA-E2-A1II TCGA-E2-A1IO 
       19.43        14.79        16.93        64.57        27.95        14.73 
TCGA-E2-A1L7 TCGA-E2-A1LH TCGA-E2-A1LI TCGA-E2-A1LL TCGA-E2-A2P5 TCGA-E9-A1RH 
       20.81        94.52        90.41        33.34        10.72         0.46 
TCGA-E9-A226 TCGA-E9-A244 TCGA-EW-A1J1 TCGA-EW-A1OV TCGA-EW-A1OW TCGA-EW-A1OZ 
        0.53         0.66         9.27        17.16        15.22        30.94 
TCGA-EW-A1P4 TCGA-EW-A1P8 TCGA-EW-A1PA TCGA-EW-A1PB TCGA-EW-A1PF TCGA-EW-A1PH 
       16.47         7.86         8.78        19.99         4.57         4.57 
TCGA-EW-A2FV TCGA-GI-A2C9 TCGA-GM-A2DF 
        7.82        23.11        42.71 

$subtype5
TCGA-A2-A0CU TCGA-A2-A0D1 TCGA-A2-A0EU TCGA-A2-A0YH TCGA-A2-A1FV TCGA-A2-A1G0 
        5.16        25.84        24.10        12.46        15.12        12.49 
TCGA-A2-A25D TCGA-A7-A13F TCGA-A8-A07L TCGA-A8-A091 TCGA-AO-A03R TCGA-AO-A0JL 
        7.99         6.44        17.00        19.07        56.12        43.36 
TCGA-AO-A1KP TCGA-AR-A0U3 TCGA-B6-A0IA TCGA-B6-A0WS TCGA-B6-A0WW TCGA-B6-A0WX 
       82.62        74.40       220.87        97.48        17.95        21.47 
TCGA-B6-A0X1 TCGA-B6-A1KC TCGA-B6-A2IU TCGA-BH-A0AY TCGA-BH-A0BT TCGA-BH-A0DL 
      186.44        43.59       159.12        25.55        45.57        48.23 
TCGA-BH-A0DS TCGA-BH-A0H0 TCGA-BH-A0HB TCGA-BH-A18I TCGA-BH-A18S TCGA-BH-A1EO 
        2.53        15.16        26.50         7.23        66.05        91.99 
TCGA-BH-A1F5 TCGA-BH-A1FC TCGA-BH-A1FD TCGA-BH-A201 TCGA-BH-A204 TCGA-C8-A27A 
       89.16       114.12        33.14         6.87        83.31        12.20 
TCGA-D8-A1X6 TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1Y1 TCGA-D8-A1Y2 TCGA-D8-A1Y3 
        7.76         5.10         6.48         3.78         2.37         4.08 
TCGA-E2-A10C TCGA-E2-A15R TCGA-E2-A1B0 TCGA-E2-A1IN TCGA-E2-A1LG TCGA-E2-A1LK 
       28.04        10.85        41.79        12.89        11.51         8.75 
TCGA-E9-A1RB TCGA-EW-A1P0 TCGA-GM-A2DC 
        0.69        36.85        53.52 

subtype1 subtype2 subtype3 subtype4 subtype5 
    0.03     0.03     0.07     0.03     0.69 
subtype1 subtype2 subtype3 subtype4 subtype5 
  223.40   188.98   162.02   211.53   220.87 
subtype1 subtype2 subtype3 subtype4 subtype5 
   20.22    19.00    16.50    17.69    21.47 
[1] "0.0 - 223.4 (20.2)" "0.0 - 189.0 (19.0)" "0.1 - 162.0 (16.5)"
[4] "0.0 - 211.5 (17.7)" "0.7 - 220.9 (21.5)"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype2" "subtype3" "subtype4" "subtype3" "subtype3" "subtype4"
 [13] "subtype4" "subtype3" "subtype1" "subtype4" "subtype1" "subtype3"
 [19] "subtype4" "subtype4" "subtype1" "subtype1" "subtype3" "subtype1"
 [25] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype3"
 [31] "subtype5" "subtype2" "subtype4" "subtype4" "subtype4" "subtype5"
 [37] "subtype4" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
 [43] "subtype4" "subtype1" "subtype1" "subtype3" "subtype5" "subtype3"
 [49] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
 [55] "subtype4" "subtype4" "subtype1" "subtype4" "subtype1" "subtype4"
 [61] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype1" "subtype4" "subtype1" "subtype3" "subtype5" "subtype1"
 [73] "subtype4" "subtype1" "subtype1" "subtype4" "subtype3" "subtype5"
 [79] "subtype3" "subtype3" "subtype1" "subtype5" "subtype4" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype4" "subtype1" "subtype5"
 [91] "subtype3" "subtype1" "subtype1" "subtype3" "subtype4" "subtype1"
 [97] "subtype1" "subtype3" "subtype4" "subtype4" "subtype2" "subtype4"
[103] "subtype4" "subtype5" "subtype1" "subtype1" "subtype1" "subtype4"
[109] "subtype1" "subtype4" "subtype3" "subtype3" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[121] "subtype3" "subtype3" "subtype3" "subtype4" "subtype2" "subtype3"
[127] "subtype4" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[133] "subtype3" "subtype3" "subtype1" "subtype5" "subtype4" "subtype3"
[139] "subtype4" "subtype1" "subtype4" "subtype3" "subtype2" "subtype1"
[145] "subtype2" "subtype3" "subtype3" "subtype1" "subtype4" "subtype2"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype4" "subtype3"
[157] "subtype3" "subtype4" "subtype3" "subtype1" "subtype4" "subtype1"
[163] "subtype5" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[169] "subtype3" "subtype2" "subtype2" "subtype4" "subtype2" "subtype3"
[175] "subtype4" "subtype3" "subtype4" "subtype4" "subtype3" "subtype1"
[181] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[193] "subtype1" "subtype1" "subtype3" "subtype1" "subtype4" "subtype3"
[199] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[205] "subtype4" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[217] "subtype4" "subtype4" "subtype3" "subtype4" "subtype4" "subtype4"
[223] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[229] "subtype2" "subtype4" "subtype1" "subtype1" "subtype4" "subtype3"
[235] "subtype3" "subtype4" "subtype4" "subtype4" "subtype3" "subtype4"
[241] "subtype1" "subtype2" "subtype1" "subtype1" "subtype4" "subtype4"
[247] "subtype1" "subtype3" "subtype3" "subtype4" "subtype2" "subtype4"
[253] "subtype3" "subtype5" "subtype3" "subtype1" "subtype4" "subtype3"
[259] "subtype3" "subtype4" "subtype1" "subtype4" "subtype2" "subtype1"
[265] "subtype2" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
[271] "subtype1" "subtype3" "subtype3" "subtype1" "subtype5" "subtype3"
[277] "subtype4" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
[283] "subtype1" "subtype4" "subtype3" "subtype4" "subtype4" "subtype1"
[289] "subtype1" "subtype5" "subtype3" "subtype4" "subtype3" "subtype3"
[295] "subtype3" "subtype4" "subtype4" "subtype3" "subtype3" "subtype1"
[301] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[307] "subtype4" "subtype1" "subtype4" "subtype3" "subtype4" "subtype4"
[313] "subtype3" "subtype5" "subtype4" "subtype4" "subtype4" "subtype1"
[319] "subtype3" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[325] "subtype4" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[331] "subtype4" "subtype4" "subtype2" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype1" "subtype4" "subtype3" "subtype4" "subtype1"
[343] "subtype4" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[349] "subtype4" "subtype1" "subtype3" "subtype3" "subtype4" "subtype1"
[355] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[361] "subtype1" "subtype4" "subtype4" "subtype4" "subtype1" "subtype3"
[367] "subtype5" "subtype2" "subtype1" "subtype4" "subtype3" "subtype2"
[373] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[379] "subtype4" "subtype4" "subtype3" "subtype2" "subtype1" "subtype3"
[385] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype4"
[391] "subtype1" "subtype4" "subtype1" "subtype5" "subtype1" "subtype3"
[397] "subtype5" "subtype5" "subtype3" "subtype1" "subtype1" "subtype5"
[403] "subtype1" "subtype1" "subtype1" "subtype5" "subtype4" "subtype1"
[409] "subtype3" "subtype5" "subtype3" "subtype4" "subtype4" "subtype5"
[415] "subtype1" "subtype1" "subtype4" "subtype3" "subtype2" "subtype4"
[421] "subtype1" "subtype4" "subtype2" "subtype3" "subtype1" "subtype4"
[427] "subtype4" "subtype2" "subtype4" "subtype1" "subtype1" "subtype4"
[433] "subtype1" "subtype4" "subtype1" "subtype5" "subtype2" "subtype4"
[439] "subtype1" "subtype4" "subtype2" "subtype1" "subtype3" "subtype3"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype5"
[451] "subtype1" "subtype2" "subtype3" "subtype5" "subtype1" "subtype1"
[457] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[463] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[469] "subtype4" "subtype2" "subtype5" "subtype1" "subtype1" "subtype1"
[475] "subtype3" "subtype4" "subtype1" "subtype5" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[487] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[493] "subtype4" "subtype2" "subtype1" "subtype5" "subtype1" "subtype2"
[499] "subtype3" "subtype1" "subtype3" "subtype1" "subtype4" "subtype3"
[505] "subtype5" "subtype4" "subtype3" "subtype4" "subtype3" "subtype5"
[511] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[517] "subtype4" "subtype1" "subtype3" "subtype5" "subtype4" "subtype3"
[523] "subtype1" "subtype5" "subtype5" "subtype1" "subtype1" "subtype1"
[529] "subtype1" "subtype1" "subtype3" "subtype4" "subtype1" "subtype1"
[535] "subtype5" "subtype2" "subtype4" "subtype5" "subtype4" "subtype4"
[541] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype4"
[547] "subtype3" "subtype3" "subtype4" "subtype3" "subtype1" "subtype4"
[553] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[559] "subtype4" "subtype5" "subtype4" "subtype3" "subtype4" "subtype1"
[565] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[571] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype4"
[577] "subtype4" "subtype1" "subtype3" "subtype4" "subtype4" "subtype4"
[583] "subtype4" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[589] "subtype4" "subtype5" "subtype1" "subtype1" "subtype3" "subtype3"
[595] "subtype1" "subtype1" "subtype5" "subtype5" "subtype2" "subtype4"
[601] "subtype4" "subtype4" "subtype1" "subtype2" "subtype4" "subtype2"
[607] "subtype3" "subtype3" "subtype1" "subtype1" "subtype4" "subtype3"
[613] "subtype4" "subtype3" "subtype5" "subtype5" "subtype5" "subtype1"
[619] "subtype4" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[625] "subtype4" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[631] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[637] "subtype2" "subtype5" "subtype1" "subtype1" "subtype1" "subtype2"
[643] "subtype3" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
[649] "subtype3" "subtype4" "subtype1" "subtype4" "subtype4" "subtype3"
[655] "subtype2" "subtype2" "subtype1" "subtype1" "subtype4" "subtype4"
[661] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[667] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[673] "subtype5" "subtype4" "subtype5" "subtype1" "subtype1" "subtype1"
[679] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[685] "subtype3" "subtype4" "subtype1" "subtype1" "subtype1" "subtype5"
[691] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype1"
[697] "subtype3" "subtype1" "subtype1" "subtype5" "subtype4" "subtype4"
[703] "subtype5" "subtype4" "subtype4" "subtype1" "subtype1" "subtype3"
[709] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[715] "subtype5" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[721] "subtype4" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[727] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[733] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[739] "subtype4" "subtype1" "subtype3" "subtype3" "subtype3" "subtype4"
[745] "subtype4" "subtype1" "subtype3" "subtype4" "subtype5" "subtype1"
[751] "subtype2" "subtype4" "subtype3" "subtype1" "subtype1" "subtype4"
[757] "subtype4" "subtype4" "subtype2" "subtype3" "subtype1" "subtype4"
[763] "subtype1" "subtype4" "subtype1" "subtype3" "subtype4" "subtype3"
[769] "subtype3" "subtype4" "subtype1" "subtype1" "subtype1" "subtype5"
[775] "subtype1" "subtype4" "subtype1" "subtype1" "subtype1" "subtype1"
[781] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype2" "subtype3" "subtype4" "subtype3" "subtype3" "subtype4"
 [13] "subtype4" "subtype3" "subtype1" "subtype4" "subtype1" "subtype3"
 [19] "subtype4" "subtype4" "subtype1" "subtype1" "subtype3" "subtype1"
 [25] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype3"
 [31] "subtype5" "subtype2" "subtype4" "subtype4" "subtype4" "subtype5"
 [37] "subtype4" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
 [43] "subtype4" "subtype1" "subtype1" "subtype3" "subtype5" "subtype3"
 [49] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
 [55] "subtype4" "subtype4" "subtype1" "subtype4" "subtype1" "subtype4"
 [61] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype1" "subtype4" "subtype1" "subtype3" "subtype5" "subtype1"
 [73] "subtype4" "subtype1" "subtype1" "subtype4" "subtype3" "subtype5"
 [79] "subtype3" "subtype3" "subtype1" "subtype5" "subtype4" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype4" "subtype1" "subtype5"
 [91] "subtype3" "subtype1" "subtype1" "subtype3" "subtype4" "subtype1"
 [97] "subtype1" "subtype3" "subtype4" "subtype4" "subtype2" "subtype4"
[103] "subtype4" "subtype5" "subtype1" "subtype1" "subtype1" "subtype4"
[109] "subtype1" "subtype4" "subtype3" "subtype3" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[121] "subtype3" "subtype3" "subtype3" "subtype4" "subtype2" "subtype3"
[127] "subtype4" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[133] "subtype3" "subtype3" "subtype1" "subtype5" "subtype4" "subtype3"
[139] "subtype4" "subtype1" "subtype4" "subtype3" "subtype2" "subtype1"
[145] "subtype2" "subtype3" "subtype3" "subtype1" "subtype4" "subtype2"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype4" "subtype3"
[157] "subtype3" "subtype4" "subtype3" "subtype1" "subtype4" "subtype1"
[163] "subtype5" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[169] "subtype3" "subtype2" "subtype2" "subtype4" "subtype2" "subtype3"
[175] "subtype4" "subtype3" "subtype4" "subtype4" "subtype3" "subtype1"
[181] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[193] "subtype1" "subtype1" "subtype3" "subtype1" "subtype4" "subtype3"
[199] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[205] "subtype4" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[217] "subtype4" "subtype4" "subtype3" "subtype4" "subtype4" "subtype4"
[223] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[229] "subtype2" "subtype4" "subtype1" "subtype1" "subtype4" "subtype3"
[235] "subtype3" "subtype4" "subtype4" "subtype4" "subtype3" "subtype4"
[241] "subtype1" "subtype2" "subtype1" "subtype1" "subtype4" "subtype4"
[247] "subtype1" "subtype3" "subtype3" "subtype4" "subtype2" "subtype4"
[253] "subtype3" "subtype5" "subtype3" "subtype1" "subtype4" "subtype3"
[259] "subtype3" "subtype4" "subtype1" "subtype4" "subtype2" "subtype1"
[265] "subtype2" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
[271] "subtype1" "subtype3" "subtype3" "subtype1" "subtype5" "subtype3"
[277] "subtype4" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
[283] "subtype1" "subtype4" "subtype3" "subtype4" "subtype4" "subtype1"
[289] "subtype1" "subtype5" "subtype3" "subtype4" "subtype3" "subtype3"
[295] "subtype3" "subtype4" "subtype4" "subtype3" "subtype3" "subtype1"
[301] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[307] "subtype4" "subtype1" "subtype4" "subtype3" "subtype4" "subtype4"
[313] "subtype3" "subtype5" "subtype4" "subtype4" "subtype4" "subtype1"
[319] "subtype3" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[325] "subtype4" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[331] "subtype4" "subtype4" "subtype2" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype1" "subtype4" "subtype3" "subtype4" "subtype1"
[343] "subtype4" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[349] "subtype4" "subtype1" "subtype3" "subtype3" "subtype4" "subtype1"
[355] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[361] "subtype1" "subtype4" "subtype4" "subtype4" "subtype1" "subtype3"
[367] "subtype5" "subtype2" "subtype1" "subtype4" "subtype3" "subtype2"
[373] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[379] "subtype4" "subtype4" "subtype3" "subtype2" "subtype1" "subtype3"
[385] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype4"
[391] "subtype1" "subtype4" "subtype1" "subtype5" "subtype1" "subtype3"
[397] "subtype5" "subtype5" "subtype3" "subtype1" "subtype1" "subtype5"
[403] "subtype1" "subtype1" "subtype1" "subtype5" "subtype4" "subtype1"
[409] "subtype3" "subtype5" "subtype3" "subtype4" "subtype4" "subtype5"
[415] "subtype1" "subtype1" "subtype4" "subtype3" "subtype2" "subtype4"
[421] "subtype1" "subtype4" "subtype2" "subtype3" "subtype1" "subtype4"
[427] "subtype4" "subtype2" "subtype4" "subtype1" "subtype1" "subtype4"
[433] "subtype1" "subtype4" "subtype1" "subtype5" "subtype2" "subtype4"
[439] "subtype1" "subtype4" "subtype2" "subtype1" "subtype3" "subtype3"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype5"
[451] "subtype1" "subtype2" "subtype3" "subtype5" "subtype1" "subtype1"
[457] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[463] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[469] "subtype4" "subtype2" "subtype5" "subtype1" "subtype1" "subtype1"
[475] "subtype3" "subtype4" "subtype1" "subtype5" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[487] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[493] "subtype4" "subtype2" "subtype1" "subtype5" "subtype1" "subtype2"
[499] "subtype3" "subtype1" "subtype3" "subtype1" "subtype4" "subtype3"
[505] "subtype5" "subtype4" "subtype3" "subtype4" "subtype3" "subtype5"
[511] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[517] "subtype4" "subtype1" "subtype3" "subtype5" "subtype4" "subtype3"
[523] "subtype1" "subtype5" "subtype5" "subtype1" "subtype1" "subtype1"
[529] "subtype1" "subtype1" "subtype3" "subtype4" "subtype1" "subtype1"
[535] "subtype5" "subtype2" "subtype4" "subtype5" "subtype4" "subtype4"
[541] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype4"
[547] "subtype3" "subtype3" "subtype4" "subtype3" "subtype1" "subtype4"
[553] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[559] "subtype4" "subtype5" "subtype4" "subtype3" "subtype4" "subtype1"
[565] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[571] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype4"
[577] "subtype4" "subtype1" "subtype3" "subtype4" "subtype4" "subtype4"
[583] "subtype4" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[589] "subtype4" "subtype5" "subtype1" "subtype1" "subtype3" "subtype3"
[595] "subtype1" "subtype1" "subtype5" "subtype5" "subtype2" "subtype4"
[601] "subtype4" "subtype4" "subtype1" "subtype2" "subtype4" "subtype2"
[607] "subtype3" "subtype3" "subtype1" "subtype1" "subtype4" "subtype3"
[613] "subtype4" "subtype3" "subtype5" "subtype5" "subtype5" "subtype1"
[619] "subtype4" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[625] "subtype4" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[631] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[637] "subtype2" "subtype5" "subtype1" "subtype1" "subtype1" "subtype2"
[643] "subtype3" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
[649] "subtype3" "subtype4" "subtype1" "subtype4" "subtype4" "subtype3"
[655] "subtype2" "subtype2" "subtype1" "subtype1" "subtype4" "subtype4"
[661] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[667] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[673] "subtype5" "subtype4" "subtype5" "subtype1" "subtype1" "subtype1"
[679] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[685] "subtype3" "subtype4" "subtype1" "subtype1" "subtype1" "subtype5"
[691] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype1"
[697] "subtype3" "subtype1" "subtype1" "subtype5" "subtype4" "subtype4"
[703] "subtype5" "subtype4" "subtype4" "subtype1" "subtype1" "subtype3"
[709] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[715] "subtype5" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[721] "subtype4" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[727] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[733] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[739] "subtype4" "subtype1" "subtype3" "subtype3" "subtype3" "subtype4"
[745] "subtype4" "subtype1" "subtype3" "subtype4" "subtype5" "subtype1"
[751] "subtype2" "subtype4" "subtype3" "subtype1" "subtype1" "subtype4"
[757] "subtype4" "subtype4" "subtype2" "subtype3" "subtype1" "subtype4"
[763] "subtype1" "subtype4" "subtype1" "subtype3" "subtype4" "subtype3"
[769] "subtype3" "subtype4" "subtype1" "subtype1" "subtype1" "subtype5"
[775] "subtype1" "subtype4" "subtype1" "subtype1" "subtype1" "subtype1"
[781] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype2" "subtype3" "subtype4" "subtype3" "subtype3" "subtype4"
 [13] "subtype4" "subtype3" "subtype1" "subtype4" "subtype1" "subtype3"
 [19] "subtype4" "subtype4" "subtype1" "subtype1" "subtype3" "subtype1"
 [25] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype3"
 [31] "subtype5" "subtype2" "subtype4" "subtype4" "subtype4" "subtype5"
 [37] "subtype4" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
 [43] "subtype4" "subtype1" "subtype1" "subtype3" "subtype5" "subtype3"
 [49] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
 [55] "subtype4" "subtype4" "subtype1" "subtype4" "subtype1" "subtype4"
 [61] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype1" "subtype4" "subtype1" "subtype3" "subtype5" "subtype1"
 [73] "subtype4" "subtype1" "subtype1" "subtype4" "subtype3" "subtype5"
 [79] "subtype3" "subtype3" "subtype1" "subtype5" "subtype4" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype4" "subtype1" "subtype5"
 [91] "subtype3" "subtype1" "subtype1" "subtype3" "subtype4" "subtype1"
 [97] "subtype1" "subtype3" "subtype4" "subtype4" "subtype2" "subtype4"
[103] "subtype4" "subtype5" "subtype1" "subtype1" "subtype1" "subtype4"
[109] "subtype1" "subtype4" "subtype3" "subtype3" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[121] "subtype3" "subtype3" "subtype3" "subtype4" "subtype2" "subtype3"
[127] "subtype4" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[133] "subtype3" "subtype3" "subtype1" "subtype5" "subtype4" "subtype3"
[139] "subtype4" "subtype1" "subtype4" "subtype3" "subtype2" "subtype1"
[145] "subtype2" "subtype3" "subtype3" "subtype1" "subtype4" "subtype2"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype4" "subtype3"
[157] "subtype3" "subtype4" "subtype3" "subtype1" "subtype4" "subtype1"
[163] "subtype5" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[169] "subtype3" "subtype2" "subtype2" "subtype4" "subtype2" "subtype3"
[175] "subtype4" "subtype3" "subtype4" "subtype4" "subtype3" "subtype1"
[181] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[193] "subtype1" "subtype1" "subtype3" "subtype1" "subtype4" "subtype3"
[199] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[205] "subtype4" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[217] "subtype4" "subtype4" "subtype3" "subtype4" "subtype4" "subtype4"
[223] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[229] "subtype2" "subtype4" "subtype1" "subtype1" "subtype4" "subtype3"
[235] "subtype3" "subtype4" "subtype4" "subtype4" "subtype3" "subtype4"
[241] "subtype1" "subtype2" "subtype1" "subtype1" "subtype4" "subtype4"
[247] "subtype1" "subtype3" "subtype3" "subtype4" "subtype2" "subtype4"
[253] "subtype3" "subtype5" "subtype3" "subtype1" "subtype4" "subtype3"
[259] "subtype3" "subtype4" "subtype1" "subtype4" "subtype2" "subtype1"
[265] "subtype2" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
[271] "subtype1" "subtype3" "subtype3" "subtype1" "subtype5" "subtype3"
[277] "subtype4" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
[283] "subtype1" "subtype4" "subtype3" "subtype4" "subtype4" "subtype1"
[289] "subtype1" "subtype5" "subtype3" "subtype4" "subtype3" "subtype3"
[295] "subtype3" "subtype4" "subtype4" "subtype3" "subtype3" "subtype1"
[301] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[307] "subtype4" "subtype1" "subtype4" "subtype3" "subtype4" "subtype4"
[313] "subtype3" "subtype5" "subtype4" "subtype4" "subtype4" "subtype1"
[319] "subtype3" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[325] "subtype4" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[331] "subtype4" "subtype4" "subtype2" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype1" "subtype4" "subtype3" "subtype4" "subtype1"
[343] "subtype4" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[349] "subtype4" "subtype1" "subtype3" "subtype3" "subtype4" "subtype1"
[355] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[361] "subtype1" "subtype4" "subtype4" "subtype4" "subtype1" "subtype3"
[367] "subtype5" "subtype2" "subtype1" "subtype4" "subtype3" "subtype2"
[373] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[379] "subtype4" "subtype4" "subtype3" "subtype2" "subtype1" "subtype3"
[385] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype4"
[391] "subtype1" "subtype4" "subtype1" "subtype5" "subtype1" "subtype3"
[397] "subtype5" "subtype5" "subtype3" "subtype1" "subtype1" "subtype5"
[403] "subtype1" "subtype1" "subtype1" "subtype5" "subtype4" "subtype1"
[409] "subtype3" "subtype5" "subtype3" "subtype4" "subtype4" "subtype5"
[415] "subtype1" "subtype1" "subtype4" "subtype3" "subtype2" "subtype4"
[421] "subtype1" "subtype4" "subtype2" "subtype3" "subtype1" "subtype4"
[427] "subtype4" "subtype2" "subtype4" "subtype1" "subtype1" "subtype4"
[433] "subtype1" "subtype4" "subtype1" "subtype5" "subtype2" "subtype4"
[439] "subtype1" "subtype4" "subtype2" "subtype1" "subtype3" "subtype3"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype5"
[451] "subtype1" "subtype2" "subtype3" "subtype5" "subtype1" "subtype1"
[457] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[463] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[469] "subtype4" "subtype2" "subtype5" "subtype1" "subtype1" "subtype1"
[475] "subtype3" "subtype4" "subtype1" "subtype5" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[487] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[493] "subtype4" "subtype2" "subtype1" "subtype5" "subtype1" "subtype2"
[499] "subtype3" "subtype1" "subtype3" "subtype1" "subtype4" "subtype3"
[505] "subtype5" "subtype4" "subtype3" "subtype4" "subtype3" "subtype5"
[511] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[517] "subtype4" "subtype1" "subtype3" "subtype5" "subtype4" "subtype3"
[523] "subtype1" "subtype5" "subtype5" "subtype1" "subtype1" "subtype1"
[529] "subtype1" "subtype1" "subtype3" "subtype4" "subtype1" "subtype1"
[535] "subtype5" "subtype2" "subtype4" "subtype5" "subtype4" "subtype4"
[541] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype4"
[547] "subtype3" "subtype3" "subtype4" "subtype3" "subtype1" "subtype4"
[553] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[559] "subtype4" "subtype5" "subtype4" "subtype3" "subtype4" "subtype1"
[565] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[571] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype4"
[577] "subtype4" "subtype1" "subtype3" "subtype4" "subtype4" "subtype4"
[583] "subtype4" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[589] "subtype4" "subtype5" "subtype1" "subtype1" "subtype3" "subtype3"
[595] "subtype1" "subtype1" "subtype5" "subtype5" "subtype2" "subtype4"
[601] "subtype4" "subtype4" "subtype1" "subtype2" "subtype4" "subtype2"
[607] "subtype3" "subtype3" "subtype1" "subtype1" "subtype4" "subtype3"
[613] "subtype4" "subtype3" "subtype5" "subtype5" "subtype5" "subtype1"
[619] "subtype4" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[625] "subtype4" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[631] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[637] "subtype2" "subtype5" "subtype1" "subtype1" "subtype1" "subtype2"
[643] "subtype3" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
[649] "subtype3" "subtype4" "subtype1" "subtype4" "subtype4" "subtype3"
[655] "subtype2" "subtype2" "subtype1" "subtype1" "subtype4" "subtype4"
[661] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[667] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[673] "subtype5" "subtype4" "subtype5" "subtype1" "subtype1" "subtype1"
[679] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[685] "subtype3" "subtype4" "subtype1" "subtype1" "subtype1" "subtype5"
[691] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype1"
[697] "subtype3" "subtype1" "subtype1" "subtype5" "subtype4" "subtype4"
[703] "subtype5" "subtype4" "subtype4" "subtype1" "subtype1" "subtype3"
[709] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[715] "subtype5" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[721] "subtype4" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[727] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[733] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[739] "subtype4" "subtype1" "subtype3" "subtype3" "subtype3" "subtype4"
[745] "subtype4" "subtype1" "subtype3" "subtype4" "subtype5" "subtype1"
[751] "subtype2" "subtype4" "subtype3" "subtype1" "subtype1" "subtype4"
[757] "subtype4" "subtype4" "subtype2" "subtype3" "subtype1" "subtype4"
[763] "subtype1" "subtype4" "subtype1" "subtype3" "subtype4" "subtype3"
[769] "subtype3" "subtype4" "subtype1" "subtype1" "subtype1" "subtype5"
[775] "subtype1" "subtype4" "subtype1" "subtype1" "subtype1" "subtype1"
[781] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
D3V2, continuous
D3V3, binary
          cls
clus         0   1
  subtype1 316   0
  subtype2  71   1
  subtype3 188   8
  subtype4 204   0
  subtype5  55   0
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  316    0
  subtype2   71    1
  subtype3  188    8
  subtype4  204    0
  subtype5   55    0
D3V4, binary
          cls
clus         0   1
  subtype1  63 253
  subtype2  19  53
  subtype3  43 153
  subtype4  56 148
  subtype5  16  39
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   63  253
  subtype2   19   53
  subtype3   43  153
  subtype4   56  148
  subtype5   16   39

Clustering(4) Variable = METHLYATION_CNMF
D4V1, survival
          sevent
clus2        0   1
  subtype1  77  14
  subtype2 117  13
  subtype3  64  12
  subtype4 106  12
  subtype5  29   3
  subtype6  69   7
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
      91      130       76      118       32       76 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
      14       13       12       12        3        7 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A0SX TCGA-A2-A0T0 
        8.52        31.79        28.01        19.17        42.35        11.08 
TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A7-A13D 
        7.96         8.28        10.72        21.73        12.20         8.78 
TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26I TCGA-AC-A2BK TCGA-AC-A2QH 
        9.44         8.45         6.87         4.01        38.53         1.02 
TCGA-AC-A2QJ TCGA-AN-A0XU TCGA-AO-A0JB TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A129 
        2.27         0.33        37.81        43.36       102.54        96.10 
TCGA-AO-A1KO TCGA-AO-A1KR TCGA-AR-A0TP TCGA-AR-A0TU TCGA-AR-A0U0 TCGA-AR-A0U4 
       14.73        70.36        78.64        11.84         0.26        53.49 
TCGA-AR-A1AI TCGA-AR-A1AN TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AY TCGA-AR-A24Q 
       61.84        43.69        43.04        17.19        20.19        66.02 
TCGA-AR-A24S TCGA-AR-A251 TCGA-AR-A256 TCGA-AR-A2LR TCGA-B6-A0I1 TCGA-B6-A0RE 
       62.07        45.14        93.83        20.38        77.62       211.53 
TCGA-B6-A0RS TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0X1 TCGA-B6-A1KF TCGA-BH-A0B3 
      100.67       131.21        21.47       186.44       101.52        39.55 
TCGA-BH-A0B9 TCGA-BH-A0E0 TCGA-BH-A0H9 TCGA-BH-A0WA TCGA-BH-A1F6 TCGA-BH-A1FC 
       51.68         4.37        41.00        12.23        97.48       114.12 
TCGA-BH-A1FN TCGA-BH-A1FU TCGA-BH-A208 TCGA-C8-A1HJ TCGA-C8-A26Y TCGA-C8-A27B 
       72.07        72.07        57.83         0.16         0.43         0.99 
TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1JM TCGA-D8-A1XK 
        3.16         6.15         3.58         8.71         7.82        10.72 
TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XW TCGA-D8-A27F TCGA-D8-A27H TCGA-E2-A14N 
        5.82         6.35         3.85         7.46         4.60        44.38 
TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1LG TCGA-E2-A1LH TCGA-E2-A1LI TCGA-E2-A1LK 
       64.57        41.79        11.51        94.52        90.41         8.75 
TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E9-A1RB TCGA-E9-A1RH TCGA-E9-A244 TCGA-E9-A24A 
       33.34         7.86         0.69         0.46         0.66         0.33 
TCGA-EW-A1OW TCGA-EW-A1P4 TCGA-EW-A1P8 TCGA-EW-A1PB TCGA-EW-A1PH TCGA-GI-A2C9 
       15.22        16.47         7.86        19.99         4.57        23.11 
TCGA-GM-A2DB 
       53.10 

$subtype2
TCGA-A1-A0SE TCGA-A1-A0SH TCGA-A1-A0SI TCGA-A2-A0EU TCGA-A2-A0T5 TCGA-A2-A0YC 
       43.40        47.24        20.84        24.10        10.55        21.14 
TCGA-A2-A0YD TCGA-A2-A0YF TCGA-A2-A0YL TCGA-A2-A1G0 TCGA-A2-A25C TCGA-A2-A3KD 
       18.08         9.50         8.81        12.49         9.37        26.40 
TCGA-A7-A13F TCGA-A7-A26E TCGA-A7-A3IZ TCGA-A7-A3J0 TCGA-A7-A3J1 TCGA-A7-A3RF 
        6.44        13.84         4.87         2.50         2.47         1.78 
TCGA-A8-A0AD TCGA-AC-A23E TCGA-AC-A2B8 TCGA-AC-A2FG TCGA-AC-A2QI TCGA-AC-A3HN 
       38.04         2.37         1.45        36.99         0.92         0.69 
TCGA-AN-A0XL TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AO-A03N TCGA-AO-A0JF 
        0.33         0.30         0.33         0.33        54.08        11.64 
TCGA-AO-A0JJ TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A12B TCGA-AQ-A1H2 TCGA-AQ-A1H3 
       49.71        99.22        93.70        77.56         6.48         4.54 
TCGA-AR-A0TR TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AS TCGA-AR-A24M TCGA-AR-A24P 
        5.26        51.22        48.82        40.83        65.42         0.85 
TCGA-AR-A2LE TCGA-AR-A2LM TCGA-AR-A2LN TCGA-B6-A0RI TCGA-B6-A0RM TCGA-B6-A0RN 
      128.65        40.01        17.06       223.40        78.02       172.96 
TCGA-B6-A0RP TCGA-B6-A0WZ TCGA-B6-A0X4 TCGA-B6-A0X7 TCGA-B6-A1KI TCGA-B6-A2IU 
      102.77       129.57        28.24        58.88        48.10       159.12 
TCGA-BH-A0AZ TCGA-BH-A0B5 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BJ TCGA-BH-A0BM 
       28.50        48.36        37.22        32.02        21.70        36.72 
TCGA-BH-A0BS TCGA-BH-A0DH TCGA-BH-A0DP TCGA-BH-A0E1 TCGA-BH-A0H6 TCGA-BH-A0HF 
       53.92        38.01        15.65        15.68        24.56        23.90 
TCGA-BH-A0HI TCGA-BH-A0HN TCGA-BH-A0HP TCGA-BH-A0W3 TCGA-BH-A0W4 TCGA-BH-A1ET 
       20.35        16.96        13.61         5.92         5.75        82.85 
TCGA-BH-A1EX TCGA-BH-A1F5 TCGA-BH-A1FG TCGA-BH-A1FJ TCGA-BH-A1FL TCGA-BH-A1FR 
       49.58        89.16       122.89        63.35        55.00       144.59 
TCGA-BH-A28Q TCGA-D8-A1JD TCGA-D8-A1JE TCGA-D8-A1JI TCGA-D8-A1JS TCGA-D8-A1JT 
        6.44         8.98         1.87         0.69         3.45         4.04 
TCGA-D8-A1X6 TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XO 
        7.76         2.79         8.94         6.61         2.66         7.96 
TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XV TCGA-D8-A1Y1 TCGA-D8-A27E TCGA-D8-A27K 
        5.52         0.59         4.80         3.78         5.98         3.88 
TCGA-D8-A27P TCGA-D8-A27T TCGA-D8-A27V TCGA-E2-A107 TCGA-E2-A10B TCGA-E2-A10E 
        0.72         4.44         2.40        25.08        24.59        13.74 
TCGA-E2-A10F TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A1B4 TCGA-E2-A1BC TCGA-E2-A1IF 
       11.84        13.51        15.22        29.95         9.76        31.43 
TCGA-E2-A1IL TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E9-A1R3 
        0.46         4.18        43.13        33.37        12.76         2.10 
TCGA-E9-A1RD TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A227 TCGA-E9-A245 TCGA-E9-A249 
        0.66         1.58         0.53         0.79         0.82         0.92 
TCGA-EW-A1IX TCGA-EW-A1J2 TCGA-EW-A1J3 TCGA-EW-A1J5 TCGA-EW-A1P0 TCGA-EW-A1P3 
       35.57         4.57         8.28         7.46        36.85        32.45 
TCGA-EW-A1P5 TCGA-EW-A1PE TCGA-GM-A2D9 TCGA-GM-A3NW 
       12.00         3.48        59.57        98.04 

$subtype3
TCGA-A1-A0SF TCGA-A1-A0SN TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0SY TCGA-A2-A0T4 
       48.10        39.32        27.12        44.84        37.94        12.99 
TCGA-A2-A0T6 TCGA-A2-A25D TCGA-A7-A26H TCGA-A8-A0A6 TCGA-AC-A23C TCGA-AN-A0XN 
       11.31         7.99         2.10        21.04         0.95         0.33 
TCGA-AN-A0XO TCGA-AN-A0XV TCGA-AO-A0JE TCGA-AO-A0JM TCGA-AO-A12E TCGA-AO-A12G 
       12.33         5.33        64.60        60.03        57.27        41.59 
TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A04L TCGA-AQ-A0Y5 TCGA-AR-A0TV TCGA-AR-A0TZ 
       17.79        14.43       109.94         5.29        29.72        43.17 
TCGA-AR-A1AP TCGA-AR-A1AT TCGA-AR-A1AV TCGA-AR-A24H TCGA-AR-A24K TCGA-AR-A24N 
       39.95        41.82        42.58       109.58        50.89        68.19 
TCGA-AR-A24R TCGA-AR-A24X TCGA-AR-A250 TCGA-AR-A255 TCGA-AR-A2LK TCGA-AR-A2LL 
       57.37        48.16        56.12        34.78        42.84         7.33 
TCGA-B6-A0RL TCGA-B6-A0WW TCGA-BH-A0DD TCGA-BH-A0DK TCGA-BH-A0DS TCGA-BH-A0HK 
       81.17        17.95        45.80        13.91         2.53         5.85 
TCGA-BH-A0HY TCGA-BH-A1EN TCGA-BH-A1EV TCGA-BH-A1EY TCGA-BH-A1FD TCGA-BH-A202 
       28.50        67.46        12.00        17.69        33.14         0.72 
TCGA-BH-A203 TCGA-C8-A26V TCGA-C8-A274 TCGA-C8-A275 TCGA-D8-A1J8 TCGA-D8-A1J9 
       38.60         0.30         0.03         0.03         8.42         8.15 
TCGA-D8-A1JA TCGA-D8-A1JJ TCGA-D8-A1JN TCGA-D8-A1XJ TCGA-D8-A1XU TCGA-D8-A1Y3 
        0.59         9.01         7.13        11.57         4.90         4.08 
TCGA-D8-A27G TCGA-D8-A27N TCGA-E2-A1BD TCGA-E2-A1L7 TCGA-E2-A1LE TCGA-E2-A2P5 
        6.87         4.77        10.42        20.81        28.90        10.72 
TCGA-E2-A2P6 TCGA-E9-A1R5 TCGA-E9-A1RC TCGA-E9-A247 TCGA-E9-A2JS TCGA-EW-A1IW 
        5.49         1.38        40.37         0.39         0.43         8.28 
TCGA-EW-A1OZ TCGA-EW-A1PC TCGA-GM-A2DL TCGA-GM-A3NY 
       30.94         6.12        90.81        24.43 

$subtype4
TCGA-A1-A0SG TCGA-A1-A0SJ TCGA-A1-A0SQ TCGA-A2-A04R TCGA-A2-A0CT TCGA-A2-A0T7 
       14.24        14.01        18.18        77.72        63.02        13.05 
TCGA-A2-A0YG TCGA-A2-A0YH TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW TCGA-A2-A1FX 
       13.28        12.46        23.77        15.12         7.27        30.74 
TCGA-A2-A1G4 TCGA-A2-A25B TCGA-A2-A25E TCGA-A7-A0D9 TCGA-A7-A26J TCGA-A7-A2KD 
       12.23         8.48        82.55         5.23         2.20         5.95 
TCGA-A8-A075 TCGA-A8-A08O TCGA-AC-A23H TCGA-AC-A2BM TCGA-AC-A2FM TCGA-AN-A0XT 
       17.00        30.97         2.66        38.20        26.04         0.33 
TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A0JA TCGA-AO-A0JD TCGA-AO-A0JG TCGA-AO-A0JI 
       80.28        47.84        11.38        59.61        14.76        38.53 
TCGA-AO-A12C TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AR-A0TQ TCGA-AR-A0TW 
       65.52        82.62        49.94         0.53        49.32        24.30 
TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A24L TCGA-AR-A24V TCGA-AR-A24Z TCGA-B6-A0RG 
       83.87        74.40        73.02        54.18        51.75        68.45 
TCGA-B6-A0RO TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WY TCGA-B6-A0X5 TCGA-B6-A1KC 
      162.02       177.40        79.63       113.75        68.94        43.59 
TCGA-B6-A1KN TCGA-BH-A0AU TCGA-BH-A0AW TCGA-BH-A0B8 TCGA-BH-A0BT TCGA-BH-A0BZ 
      109.48        24.53        20.45        51.58        45.57        49.05 
TCGA-BH-A0DQ TCGA-BH-A0E2 TCGA-BH-A0GY TCGA-BH-A0H0 TCGA-BH-A0H7 TCGA-BH-A0HA 
        3.22        12.36        30.15        15.16        23.05        28.14 
TCGA-BH-A0HB TCGA-BH-A0HX TCGA-BH-A1EO TCGA-BH-A1ES TCGA-BH-A1F2 TCGA-BH-A1F8 
       26.50        27.25        91.99       113.82        31.53        24.62 
TCGA-BH-A1FM TCGA-BH-A204 TCGA-C8-A1HK TCGA-C8-A1HL TCGA-C8-A1HM TCGA-C8-A1HN 
       45.63        83.31         0.23         0.07         0.20         0.07 
TCGA-C8-A26W TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A27A TCGA-D8-A1JC TCGA-D8-A1X5 
        0.23         0.13         0.20        12.20         5.85         5.62 
TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XY TCGA-D8-A1XZ 
       12.49         9.01         5.10         6.48         2.66         3.95 
TCGA-D8-A1Y0 TCGA-D8-A27R TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A109 
        5.46         2.96         0.49        38.24        51.12        38.53 
TCGA-E2-A10C TCGA-E2-A15K TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1IH TCGA-E2-A1IN 
       28.04         1.12        32.32        24.82        21.63        12.89 
TCGA-E2-A1IO TCGA-E2-A1LA TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RE TCGA-E9-A1RF 
       14.73        15.22         2.76         1.12         1.55         1.25 
TCGA-E9-A1RG TCGA-E9-A295 TCGA-EW-A1J1 TCGA-EW-A1J6 TCGA-EW-A1OX TCGA-EW-A1OY 
        1.15         0.69         9.27        19.56        18.48        19.50 
TCGA-EW-A1P6 TCGA-EW-A1PA TCGA-EW-A1PF TCGA-EW-A2FS TCGA-EW-A2FV TCGA-EW-A2FW 
       10.26         8.78         4.57        38.56         7.82         6.25 
TCGA-GI-A2C8 TCGA-GM-A2DA TCGA-GM-A2DC TCGA-GM-A2DK 
        6.97       194.27        53.52        62.33 

$subtype5
TCGA-A1-A0SM TCGA-A2-A0SU TCGA-A2-A1FZ TCGA-A2-A1G6 TCGA-A2-A259 TCGA-A7-A13G 
        7.96        44.42        13.45         4.34        42.25         6.84 
TCGA-AR-A1AU TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A254 TCGA-B6-A0IK TCGA-B6-A0RV 
       46.32        53.26        50.96        39.85        18.77       157.41 
TCGA-BH-A0DG TCGA-BH-A0DI TCGA-BH-A0GZ TCGA-BH-A0H3 TCGA-BH-A1EW TCGA-BH-A1FH 
       23.44        22.13        10.78        37.78        55.69        36.92 
TCGA-BH-A201 TCGA-BH-A28O TCGA-C8-A1HI TCGA-D8-A1JH TCGA-D8-A1JP TCGA-D8-A1XG 
        6.87        10.62         0.07         9.34         5.49         6.44 
TCGA-D8-A1XL TCGA-D8-A1XM TCGA-E2-A14U TCGA-E2-A1LB TCGA-E9-A1R2 TCGA-EW-A1PD 
       10.49         7.17        27.55        31.96         0.62         5.72 
TCGA-EW-A2FR TCGA-GM-A2DM 
       36.82        76.64 

$subtype6
TCGA-A2-A0EN TCGA-A2-A0ST TCGA-A2-A0T1 TCGA-A2-A0YI TCGA-A2-A0YK TCGA-A2-A25A 
       82.68        54.02        10.59        11.77        10.98        97.58 
TCGA-A2-A25F TCGA-A7-A3IY TCGA-AC-A23G TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FK 
        3.72         4.96        10.82         1.45        55.40        38.79 
TCGA-AC-A2FO TCGA-AC-A3BB TCGA-AC-A3OD TCGA-AN-A0XW TCGA-AO-A03U TCGA-AO-A0JC 
       50.70         0.99         1.15         5.59        59.05        50.86 
TCGA-AO-A128 TCGA-AR-A0TT TCGA-AR-A0TX TCGA-AR-A1AJ TCGA-AR-A1AO TCGA-AR-A1AW 
       94.59        55.20         0.49        52.73        43.53        35.24 
TCGA-AR-A1AX TCGA-AR-A24O TCGA-AR-A24U TCGA-AR-A252 TCGA-AR-A2LH TCGA-AR-A2LO 
       36.26        65.65        53.36        40.64        20.22        20.81 
TCGA-AR-A2LQ TCGA-B6-A0RT TCGA-BH-A0B6 TCGA-BH-A0BF TCGA-BH-A0C0 TCGA-BH-A0C3 
       16.96        89.46        56.94        25.68        41.75        48.13 
TCGA-BH-A0DV TCGA-BH-A0RX TCGA-BH-A0W5 TCGA-BH-A1EU TCGA-BH-A1F0 TCGA-BH-A1FB 
       45.17         5.59        17.85        42.28        25.81       120.62 
TCGA-BH-A1FE TCGA-BH-A209 TCGA-C8-A26X TCGA-C8-A278 TCGA-D8-A1JU TCGA-D8-A1Y2 
       74.73       130.16         0.36         0.03         3.48         2.37 
TCGA-D8-A27I TCGA-D8-A27L TCGA-D8-A27M TCGA-E2-A108 TCGA-E2-A1B1 TCGA-E2-A1B5 
        6.08         4.11         4.73         4.08        44.75        25.45 
TCGA-E2-A1B6 TCGA-E2-A1II TCGA-E2-A1IJ TCGA-E2-A1IK TCGA-E2-A3DX TCGA-E9-A1R4 
       11.11        27.95        23.84        17.03         7.13         0.95 
TCGA-E9-A1RA TCGA-E9-A243 TCGA-E9-A248 TCGA-E9-A2JT TCGA-EW-A1IY TCGA-EW-A1IZ 
        0.95         1.41         0.69         0.76         8.48         8.55 
TCGA-EW-A1OV TCGA-EW-A1P1 TCGA-EW-A1P7 TCGA-EW-A1PG TCGA-GM-A2DD TCGA-GM-A2DF 
       17.16        30.21        20.88        28.77        43.04        42.71 
TCGA-GM-A2DH TCGA-GM-A2DI TCGA-GM-A2DN TCGA-GM-A2DO 
       42.28        61.91        77.33        53.33 

subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
    0.16     0.30     0.03     0.07     0.07     0.03 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
  211.53   223.40   109.94   194.27   157.41   130.16 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
  19.170   13.675   17.740   18.990   20.450   25.565 
[1] "0.2 - 211.5 (19.2)" "0.3 - 223.4 (13.7)" "0.0 - 109.9 (17.7)"
[4] "0.1 - 194.3 (19.0)" "0.1 - 157.4 (20.4)" "0.0 - 130.2 (25.6)"
  [1] "subtype1" "subtype2" "subtype3" "subtype4" "subtype2" "subtype2"
  [7] "subtype4" "subtype1" "subtype5" "subtype3" "subtype1" "subtype1"
 [13] "subtype4" "subtype4" "subtype4" "subtype6" "subtype2" "subtype6"
 [19] "subtype5" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
 [25] "subtype6" "subtype1" "subtype3" "subtype2" "subtype3" "subtype4"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype4" "subtype4"
 [37] "subtype6" "subtype1" "subtype6" "subtype2" "subtype1" "subtype4"
 [43] "subtype4" "subtype4" "subtype4" "subtype5" "subtype2" "subtype1"
 [49] "subtype4" "subtype5" "subtype5" "subtype6" "subtype4" "subtype2"
 [55] "subtype3" "subtype4" "subtype6" "subtype2" "subtype4" "subtype1"
 [61] "subtype1" "subtype2" "subtype5" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype4" "subtype4" "subtype6" "subtype2"
 [73] "subtype2" "subtype2" "subtype2" "subtype4" "subtype4" "subtype3"
 [79] "subtype2" "subtype3" "subtype2" "subtype6" "subtype4" "subtype2"
 [85] "subtype1" "subtype4" "subtype6" "subtype6" "subtype2" "subtype6"
 [91] "subtype4" "subtype6" "subtype1" "subtype2" "subtype1" "subtype6"
 [97] "subtype2" "subtype6" "subtype2" "subtype3" "subtype3" "subtype2"
[103] "subtype2" "subtype2" "subtype4" "subtype1" "subtype3" "subtype6"
[109] "subtype4" "subtype4" "subtype2" "subtype6" "subtype4" "subtype1"
[115] "subtype6" "subtype4" "subtype3" "subtype2" "subtype4" "subtype4"
[121] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[127] "subtype6" "subtype1" "subtype2" "subtype4" "subtype3" "subtype3"
[133] "subtype1" "subtype4" "subtype4" "subtype1" "subtype4" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[145] "subtype4" "subtype2" "subtype6" "subtype1" "subtype3" "subtype4"
[151] "subtype6" "subtype3" "subtype1" "subtype4" "subtype4" "subtype1"
[157] "subtype1" "subtype6" "subtype2" "subtype2" "subtype1" "subtype6"
[163] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype5"
[169] "subtype3" "subtype6" "subtype6" "subtype1" "subtype3" "subtype3"
[175] "subtype4" "subtype2" "subtype3" "subtype6" "subtype2" "subtype1"
[181] "subtype3" "subtype1" "subtype5" "subtype6" "subtype4" "subtype5"
[187] "subtype3" "subtype4" "subtype3" "subtype1" "subtype6" "subtype5"
[193] "subtype3" "subtype1" "subtype2" "subtype6" "subtype3" "subtype3"
[199] "subtype2" "subtype2" "subtype6" "subtype6" "subtype1" "subtype1"
[205] "subtype5" "subtype1" "subtype4" "subtype2" "subtype3" "subtype2"
[211] "subtype2" "subtype4" "subtype2" "subtype1" "subtype6" "subtype1"
[217] "subtype5" "subtype4" "subtype4" "subtype3" "subtype1" "subtype4"
[223] "subtype2" "subtype1" "subtype2" "subtype4" "subtype2" "subtype4"
[229] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype4"
[235] "subtype2" "subtype1" "subtype2" "subtype6" "subtype4" "subtype1"
[241] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype2"
[247] "subtype4" "subtype4" "subtype6" "subtype6" "subtype3" "subtype5"
[253] "subtype2" "subtype5" "subtype3" "subtype2" "subtype4" "subtype3"
[259] "subtype6" "subtype1" "subtype2" "subtype4" "subtype4" "subtype5"
[265] "subtype4" "subtype5" "subtype2" "subtype4" "subtype1" "subtype4"
[271] "subtype4" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[277] "subtype4" "subtype3" "subtype6" "subtype2" "subtype2" "subtype6"
[283] "subtype1" "subtype3" "subtype4" "subtype4" "subtype2" "subtype6"
[289] "subtype3" "subtype5" "subtype2" "subtype3" "subtype6" "subtype4"
[295] "subtype2" "subtype1" "subtype4" "subtype6" "subtype1" "subtype3"
[301] "subtype6" "subtype2" "subtype5" "subtype2" "subtype2" "subtype4"
[307] "subtype1" "subtype2" "subtype1" "subtype5" "subtype3" "subtype3"
[313] "subtype4" "subtype1" "subtype6" "subtype5" "subtype2" "subtype5"
[319] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype3"
[325] "subtype4" "subtype6" "subtype1" "subtype4" "subtype4" "subtype3"
[331] "subtype3" "subtype6" "subtype4" "subtype1" "subtype3" "subtype3"
[337] "subtype3" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[343] "subtype5" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[349] "subtype3" "subtype5" "subtype2" "subtype2" "subtype6" "subtype4"
[355] "subtype2" "subtype2" "subtype2" "subtype4" "subtype4" "subtype2"
[361] "subtype2" "subtype4" "subtype4" "subtype5" "subtype3" "subtype1"
[367] "subtype5" "subtype5" "subtype2" "subtype1" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[379] "subtype4" "subtype2" "subtype6" "subtype3" "subtype2" "subtype1"
[385] "subtype3" "subtype1" "subtype6" "subtype2" "subtype6" "subtype6"
[391] "subtype3" "subtype2" "subtype4" "subtype2" "subtype2" "subtype4"
[397] "subtype4" "subtype4" "subtype2" "subtype6" "subtype4" "subtype2"
[403] "subtype4" "subtype2" "subtype2" "subtype1" "subtype5" "subtype2"
[409] "subtype2" "subtype4" "subtype1" "subtype1" "subtype6" "subtype2"
[415] "subtype6" "subtype6" "subtype2" "subtype3" "subtype4" "subtype2"
[421] "subtype4" "subtype4" "subtype6" "subtype6" "subtype6" "subtype2"
[427] "subtype4" "subtype4" "subtype2" "subtype2" "subtype3" "subtype2"
[433] "subtype2" "subtype4" "subtype5" "subtype3" "subtype1" "subtype1"
[439] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[445] "subtype6" "subtype5" "subtype2" "subtype6" "subtype3" "subtype4"
[451] "subtype4" "subtype6" "subtype1" "subtype3" "subtype2" "subtype4"
[457] "subtype4" "subtype4" "subtype1" "subtype2" "subtype2" "subtype2"
[463] "subtype6" "subtype1" "subtype2" "subtype3" "subtype6" "subtype2"
[469] "subtype1" "subtype4" "subtype3" "subtype6" "subtype3" "subtype2"
[475] "subtype6" "subtype6" "subtype4" "subtype2" "subtype2" "subtype2"
[481] "subtype4" "subtype6" "subtype1" "subtype4" "subtype4" "subtype3"
[487] "subtype2" "subtype6" "subtype2" "subtype1" "subtype2" "subtype4"
[493] "subtype6" "subtype1" "subtype4" "subtype1" "subtype3" "subtype5"
[499] "subtype2" "subtype4" "subtype6" "subtype1" "subtype5" "subtype4"
[505] "subtype4" "subtype4" "subtype4" "subtype1" "subtype2" "subtype4"
[511] "subtype1" "subtype4" "subtype6" "subtype6" "subtype6" "subtype6"
[517] "subtype4" "subtype3" "subtype5" "subtype6" "subtype6" "subtype2"
[523] "subtype3"
  [1] "subtype1" "subtype2" "subtype3" "subtype4" "subtype2" "subtype2"
  [7] "subtype4" "subtype1" "subtype5" "subtype3" "subtype1" "subtype1"
 [13] "subtype4" "subtype4" "subtype4" "subtype6" "subtype2" "subtype6"
 [19] "subtype5" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
 [25] "subtype6" "subtype1" "subtype3" "subtype2" "subtype3" "subtype4"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype4" "subtype4"
 [37] "subtype6" "subtype1" "subtype6" "subtype2" "subtype1" "subtype4"
 [43] "subtype4" "subtype4" "subtype4" "subtype5" "subtype2" "subtype1"
 [49] "subtype4" "subtype5" "subtype5" "subtype6" "subtype4" "subtype2"
 [55] "subtype3" "subtype4" "subtype6" "subtype2" "subtype4" "subtype1"
 [61] "subtype1" "subtype2" "subtype5" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype4" "subtype4" "subtype6" "subtype2"
 [73] "subtype2" "subtype2" "subtype2" "subtype4" "subtype4" "subtype3"
 [79] "subtype2" "subtype3" "subtype2" "subtype6" "subtype4" "subtype2"
 [85] "subtype1" "subtype4" "subtype6" "subtype6" "subtype2" "subtype6"
 [91] "subtype4" "subtype6" "subtype1" "subtype2" "subtype1" "subtype6"
 [97] "subtype2" "subtype6" "subtype2" "subtype3" "subtype3" "subtype2"
[103] "subtype2" "subtype2" "subtype4" "subtype1" "subtype3" "subtype6"
[109] "subtype4" "subtype4" "subtype2" "subtype6" "subtype4" "subtype1"
[115] "subtype6" "subtype4" "subtype3" "subtype2" "subtype4" "subtype4"
[121] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[127] "subtype6" "subtype1" "subtype2" "subtype4" "subtype3" "subtype3"
[133] "subtype1" "subtype4" "subtype4" "subtype1" "subtype4" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[145] "subtype4" "subtype2" "subtype6" "subtype1" "subtype3" "subtype4"
[151] "subtype6" "subtype3" "subtype1" "subtype4" "subtype4" "subtype1"
[157] "subtype1" "subtype6" "subtype2" "subtype2" "subtype1" "subtype6"
[163] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype5"
[169] "subtype3" "subtype6" "subtype6" "subtype1" "subtype3" "subtype3"
[175] "subtype4" "subtype2" "subtype3" "subtype6" "subtype2" "subtype1"
[181] "subtype3" "subtype1" "subtype5" "subtype6" "subtype4" "subtype5"
[187] "subtype3" "subtype4" "subtype3" "subtype1" "subtype6" "subtype5"
[193] "subtype3" "subtype1" "subtype2" "subtype6" "subtype3" "subtype3"
[199] "subtype2" "subtype2" "subtype6" "subtype6" "subtype1" "subtype1"
[205] "subtype5" "subtype1" "subtype4" "subtype2" "subtype3" "subtype2"
[211] "subtype2" "subtype4" "subtype2" "subtype1" "subtype6" "subtype1"
[217] "subtype5" "subtype4" "subtype4" "subtype3" "subtype1" "subtype4"
[223] "subtype2" "subtype1" "subtype2" "subtype4" "subtype2" "subtype4"
[229] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype4"
[235] "subtype2" "subtype1" "subtype2" "subtype6" "subtype4" "subtype1"
[241] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype2"
[247] "subtype4" "subtype4" "subtype6" "subtype6" "subtype3" "subtype5"
[253] "subtype2" "subtype5" "subtype3" "subtype2" "subtype4" "subtype3"
[259] "subtype6" "subtype1" "subtype2" "subtype4" "subtype4" "subtype5"
[265] "subtype4" "subtype5" "subtype2" "subtype4" "subtype1" "subtype4"
[271] "subtype4" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[277] "subtype4" "subtype3" "subtype6" "subtype2" "subtype2" "subtype6"
[283] "subtype1" "subtype3" "subtype4" "subtype4" "subtype2" "subtype6"
[289] "subtype3" "subtype5" "subtype2" "subtype3" "subtype6" "subtype4"
[295] "subtype2" "subtype1" "subtype4" "subtype6" "subtype1" "subtype3"
[301] "subtype6" "subtype2" "subtype5" "subtype2" "subtype2" "subtype4"
[307] "subtype1" "subtype2" "subtype1" "subtype5" "subtype3" "subtype3"
[313] "subtype4" "subtype1" "subtype6" "subtype5" "subtype2" "subtype5"
[319] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype3"
[325] "subtype4" "subtype6" "subtype1" "subtype4" "subtype4" "subtype3"
[331] "subtype3" "subtype6" "subtype4" "subtype1" "subtype3" "subtype3"
[337] "subtype3" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[343] "subtype5" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[349] "subtype3" "subtype5" "subtype2" "subtype2" "subtype6" "subtype4"
[355] "subtype2" "subtype2" "subtype2" "subtype4" "subtype4" "subtype2"
[361] "subtype2" "subtype4" "subtype4" "subtype5" "subtype3" "subtype1"
[367] "subtype5" "subtype5" "subtype2" "subtype1" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[379] "subtype4" "subtype2" "subtype6" "subtype3" "subtype2" "subtype1"
[385] "subtype3" "subtype1" "subtype6" "subtype2" "subtype6" "subtype6"
[391] "subtype3" "subtype2" "subtype4" "subtype2" "subtype2" "subtype4"
[397] "subtype4" "subtype4" "subtype2" "subtype6" "subtype4" "subtype2"
[403] "subtype4" "subtype2" "subtype2" "subtype1" "subtype5" "subtype2"
[409] "subtype2" "subtype4" "subtype1" "subtype1" "subtype6" "subtype2"
[415] "subtype6" "subtype6" "subtype2" "subtype3" "subtype4" "subtype2"
[421] "subtype4" "subtype4" "subtype6" "subtype6" "subtype6" "subtype2"
[427] "subtype4" "subtype4" "subtype2" "subtype2" "subtype3" "subtype2"
[433] "subtype2" "subtype4" "subtype5" "subtype3" "subtype1" "subtype1"
[439] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[445] "subtype6" "subtype5" "subtype2" "subtype6" "subtype3" "subtype4"
[451] "subtype4" "subtype6" "subtype1" "subtype3" "subtype2" "subtype4"
[457] "subtype4" "subtype4" "subtype1" "subtype2" "subtype2" "subtype2"
[463] "subtype6" "subtype1" "subtype2" "subtype3" "subtype6" "subtype2"
[469] "subtype1" "subtype4" "subtype3" "subtype6" "subtype3" "subtype2"
[475] "subtype6" "subtype6" "subtype4" "subtype2" "subtype2" "subtype2"
[481] "subtype4" "subtype6" "subtype1" "subtype4" "subtype4" "subtype3"
[487] "subtype2" "subtype6" "subtype2" "subtype1" "subtype2" "subtype4"
[493] "subtype6" "subtype1" "subtype4" "subtype1" "subtype3" "subtype5"
[499] "subtype2" "subtype4" "subtype6" "subtype1" "subtype5" "subtype4"
[505] "subtype4" "subtype4" "subtype4" "subtype1" "subtype2" "subtype4"
[511] "subtype1" "subtype4" "subtype6" "subtype6" "subtype6" "subtype6"
[517] "subtype4" "subtype3" "subtype5" "subtype6" "subtype6" "subtype2"
[523] "subtype3"
  [1] "subtype1" "subtype2" "subtype3" "subtype4" "subtype2" "subtype2"
  [7] "subtype4" "subtype1" "subtype5" "subtype3" "subtype1" "subtype1"
 [13] "subtype4" "subtype4" "subtype4" "subtype6" "subtype2" "subtype6"
 [19] "subtype5" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
 [25] "subtype6" "subtype1" "subtype3" "subtype2" "subtype3" "subtype4"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype4" "subtype4"
 [37] "subtype6" "subtype1" "subtype6" "subtype2" "subtype1" "subtype4"
 [43] "subtype4" "subtype4" "subtype4" "subtype5" "subtype2" "subtype1"
 [49] "subtype4" "subtype5" "subtype5" "subtype6" "subtype4" "subtype2"
 [55] "subtype3" "subtype4" "subtype6" "subtype2" "subtype4" "subtype1"
 [61] "subtype1" "subtype2" "subtype5" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype4" "subtype4" "subtype6" "subtype2"
 [73] "subtype2" "subtype2" "subtype2" "subtype4" "subtype4" "subtype3"
 [79] "subtype2" "subtype3" "subtype2" "subtype6" "subtype4" "subtype2"
 [85] "subtype1" "subtype4" "subtype6" "subtype6" "subtype2" "subtype6"
 [91] "subtype4" "subtype6" "subtype1" "subtype2" "subtype1" "subtype6"
 [97] "subtype2" "subtype6" "subtype2" "subtype3" "subtype3" "subtype2"
[103] "subtype2" "subtype2" "subtype4" "subtype1" "subtype3" "subtype6"
[109] "subtype4" "subtype4" "subtype2" "subtype6" "subtype4" "subtype1"
[115] "subtype6" "subtype4" "subtype3" "subtype2" "subtype4" "subtype4"
[121] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[127] "subtype6" "subtype1" "subtype2" "subtype4" "subtype3" "subtype3"
[133] "subtype1" "subtype4" "subtype4" "subtype1" "subtype4" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[145] "subtype4" "subtype2" "subtype6" "subtype1" "subtype3" "subtype4"
[151] "subtype6" "subtype3" "subtype1" "subtype4" "subtype4" "subtype1"
[157] "subtype1" "subtype6" "subtype2" "subtype2" "subtype1" "subtype6"
[163] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype5"
[169] "subtype3" "subtype6" "subtype6" "subtype1" "subtype3" "subtype3"
[175] "subtype4" "subtype2" "subtype3" "subtype6" "subtype2" "subtype1"
[181] "subtype3" "subtype1" "subtype5" "subtype6" "subtype4" "subtype5"
[187] "subtype3" "subtype4" "subtype3" "subtype1" "subtype6" "subtype5"
[193] "subtype3" "subtype1" "subtype2" "subtype6" "subtype3" "subtype3"
[199] "subtype2" "subtype2" "subtype6" "subtype6" "subtype1" "subtype1"
[205] "subtype5" "subtype1" "subtype4" "subtype2" "subtype3" "subtype2"
[211] "subtype2" "subtype4" "subtype2" "subtype1" "subtype6" "subtype1"
[217] "subtype5" "subtype4" "subtype4" "subtype3" "subtype1" "subtype4"
[223] "subtype2" "subtype1" "subtype2" "subtype4" "subtype2" "subtype4"
[229] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype4"
[235] "subtype2" "subtype1" "subtype2" "subtype6" "subtype4" "subtype1"
[241] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype2"
[247] "subtype4" "subtype4" "subtype6" "subtype6" "subtype3" "subtype5"
[253] "subtype2" "subtype5" "subtype3" "subtype2" "subtype4" "subtype3"
[259] "subtype6" "subtype1" "subtype2" "subtype4" "subtype4" "subtype5"
[265] "subtype4" "subtype5" "subtype2" "subtype4" "subtype1" "subtype4"
[271] "subtype4" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[277] "subtype4" "subtype3" "subtype6" "subtype2" "subtype2" "subtype6"
[283] "subtype1" "subtype3" "subtype4" "subtype4" "subtype2" "subtype6"
[289] "subtype3" "subtype5" "subtype2" "subtype3" "subtype6" "subtype4"
[295] "subtype2" "subtype1" "subtype4" "subtype6" "subtype1" "subtype3"
[301] "subtype6" "subtype2" "subtype5" "subtype2" "subtype2" "subtype4"
[307] "subtype1" "subtype2" "subtype1" "subtype5" "subtype3" "subtype3"
[313] "subtype4" "subtype1" "subtype6" "subtype5" "subtype2" "subtype5"
[319] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype3"
[325] "subtype4" "subtype6" "subtype1" "subtype4" "subtype4" "subtype3"
[331] "subtype3" "subtype6" "subtype4" "subtype1" "subtype3" "subtype3"
[337] "subtype3" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[343] "subtype5" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[349] "subtype3" "subtype5" "subtype2" "subtype2" "subtype6" "subtype4"
[355] "subtype2" "subtype2" "subtype2" "subtype4" "subtype4" "subtype2"
[361] "subtype2" "subtype4" "subtype4" "subtype5" "subtype3" "subtype1"
[367] "subtype5" "subtype5" "subtype2" "subtype1" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[379] "subtype4" "subtype2" "subtype6" "subtype3" "subtype2" "subtype1"
[385] "subtype3" "subtype1" "subtype6" "subtype2" "subtype6" "subtype6"
[391] "subtype3" "subtype2" "subtype4" "subtype2" "subtype2" "subtype4"
[397] "subtype4" "subtype4" "subtype2" "subtype6" "subtype4" "subtype2"
[403] "subtype4" "subtype2" "subtype2" "subtype1" "subtype5" "subtype2"
[409] "subtype2" "subtype4" "subtype1" "subtype1" "subtype6" "subtype2"
[415] "subtype6" "subtype6" "subtype2" "subtype3" "subtype4" "subtype2"
[421] "subtype4" "subtype4" "subtype6" "subtype6" "subtype6" "subtype2"
[427] "subtype4" "subtype4" "subtype2" "subtype2" "subtype3" "subtype2"
[433] "subtype2" "subtype4" "subtype5" "subtype3" "subtype1" "subtype1"
[439] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[445] "subtype6" "subtype5" "subtype2" "subtype6" "subtype3" "subtype4"
[451] "subtype4" "subtype6" "subtype1" "subtype3" "subtype2" "subtype4"
[457] "subtype4" "subtype4" "subtype1" "subtype2" "subtype2" "subtype2"
[463] "subtype6" "subtype1" "subtype2" "subtype3" "subtype6" "subtype2"
[469] "subtype1" "subtype4" "subtype3" "subtype6" "subtype3" "subtype2"
[475] "subtype6" "subtype6" "subtype4" "subtype2" "subtype2" "subtype2"
[481] "subtype4" "subtype6" "subtype1" "subtype4" "subtype4" "subtype3"
[487] "subtype2" "subtype6" "subtype2" "subtype1" "subtype2" "subtype4"
[493] "subtype6" "subtype1" "subtype4" "subtype1" "subtype3" "subtype5"
[499] "subtype2" "subtype4" "subtype6" "subtype1" "subtype5" "subtype4"
[505] "subtype4" "subtype4" "subtype4" "subtype1" "subtype2" "subtype4"
[511] "subtype1" "subtype4" "subtype6" "subtype6" "subtype6" "subtype6"
[517] "subtype4" "subtype3" "subtype5" "subtype6" "subtype6" "subtype2"
[523] "subtype3"
D4V2, continuous
D4V3, binary
          cls
clus         0   1
  subtype1  96   0
  subtype2 137   1
  subtype3  76   2
  subtype4 124   1
  subtype5  31   2
  subtype6  82   0
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   96    0
  subtype2  137    1
  subtype3   76    2
  subtype4  124    1
  subtype5   31    2
  subtype6   82    0
D4V4, binary
          cls
clus         0   1
  subtype1  29  67
  subtype2  32 106
  subtype3  16  62
  subtype4  37  88
  subtype5   4  29
  subtype6  18  64
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   29   67
  subtype2   32  106
  subtype3   16   62
  subtype4   37   88
  subtype5    4   29
  subtype6   18   64

Clustering(5) Variable = RPPA_CNMF
D5V1, survival
          sevent
clus2        0   1
  subtype1 113  22
  subtype2 119  11
  subtype3 104  11
subtype1 subtype2 subtype3 
     135      130      115 
subtype1 subtype2 subtype3 
      22       11       11 
$subtype1
TCGA-A1-A0SH TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A2-A04P TCGA-A2-A04T TCGA-A2-A04U 
       47.24        31.79        28.01        17.98        64.11        22.03 
TCGA-A2-A04W TCGA-A2-A04Y TCGA-A2-A0CL TCGA-A2-A0CM TCGA-A2-A0CX TCGA-A2-A0CY 
       63.06        25.08        60.07        24.79        42.84        42.35 
TCGA-A2-A0D0 TCGA-A2-A0D1 TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0EY TCGA-A2-A0SV 
       21.14        25.84        25.02        67.50        15.95        27.12 
TCGA-A2-A0SW TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0YE 
       44.84        42.35        11.08        10.59         7.96         8.28 
TCGA-A2-A0YG TCGA-A2-A0YH TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A7-A0CE TCGA-A7-A0CJ 
       13.28        12.46        10.72        21.73         8.32         6.18 
TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A8-A06R TCGA-A8-A06U TCGA-A8-A06X 
       12.26         8.78         9.44        17.95        29.00        31.00 
TCGA-A8-A06Y TCGA-A8-A075 TCGA-A8-A07I TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A08J 
       26.01        17.00        14.01         9.99         8.98        37.05 
TCGA-A8-A08L TCGA-A8-A08P TCGA-A8-A08X TCGA-A8-A09A TCGA-A8-A09E TCGA-A8-A09I 
        9.99        30.97        33.99         9.99        30.97        33.07 
TCGA-A8-A09R TCGA-A8-A09W TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AN-A04D TCGA-AN-A0AK 
        8.98         0.99        14.01         0.99         1.71         7.33 
TCGA-AN-A0AL TCGA-AN-A0AM TCGA-AN-A0AR TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FJ 
        6.48         0.16         0.30         0.30         0.33         7.92 
TCGA-AN-A0FL TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AN-A0XW 
        7.56         6.02         0.33         0.53         0.33         5.59 
TCGA-AO-A03L TCGA-AO-A03N TCGA-AO-A03O TCGA-AO-A03U TCGA-AO-A0J2 TCGA-AO-A0J6 
       80.28        54.08        81.63        59.05        19.23        25.48 
TCGA-AO-A0JB TCGA-AO-A0JD TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A129 
       37.81        59.61        64.60        43.36       102.54        96.10 
TCGA-AO-A12D TCGA-AO-A12F TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TS TCGA-AR-A0TT 
       64.04        48.36        78.64        49.32        37.41        55.20 
TCGA-AR-A0TU TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY TCGA-AR-A0U0 TCGA-AR-A0U1 
       11.84        29.72        24.30        55.86         0.26         6.08 
TCGA-AR-A0U3 TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AO TCGA-AR-A1AQ TCGA-AR-A1AT 
       74.40        75.55        61.84        43.53        43.04        41.82 
TCGA-AR-A1AY TCGA-B6-A0I6 TCGA-B6-A0I9 TCGA-B6-A0IJ TCGA-B6-A0IQ TCGA-B6-A0RU 
       20.19        32.58        12.13       176.98       127.27       131.21 
TCGA-B6-A0X1 TCGA-BH-A0B3 TCGA-BH-A0B9 TCGA-BH-A0BF TCGA-BH-A0BW TCGA-BH-A0BZ 
      186.44        39.55        51.68        25.68        11.67        49.05 
TCGA-BH-A0C0 TCGA-BH-A0DL TCGA-BH-A0E0 TCGA-BH-A0E2 TCGA-BH-A0EE TCGA-BH-A18G 
       41.75        48.23         4.37        12.36        31.00         2.01 
TCGA-BH-A18P TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18T TCGA-BH-A18V TCGA-C8-A137 
       30.28        55.63        37.51         7.36        51.12         0.10 
TCGA-C8-A138 TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 
        0.23         8.68         6.90         2.01         5.65         0.07 
TCGA-E2-A107 TCGA-E2-A14P TCGA-E2-A14Y TCGA-E2-A14Z TCGA-E2-A150 TCGA-E2-A152 
       25.08        16.01        22.62        17.03        19.43        19.33 
TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A1AZ 
       14.79        16.93        64.57 

$subtype2
TCGA-A1-A0SJ TCGA-A2-A04V TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT TCGA-A2-A0CU 
       14.01        63.12        78.64        75.55        63.02         5.16 
TCGA-A2-A0CV TCGA-A2-A0CW TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EO TCGA-A2-A0EV 
       61.48        57.53        24.20        16.31        71.70        17.92 
TCGA-A2-A0SU TCGA-A2-A0T5 TCGA-A2-A0YD TCGA-A2-A0YI TCGA-A7-A0CD TCGA-A7-A0CH 
       44.42        10.55        18.08        11.77         5.59         5.29 
TCGA-A7-A0DB TCGA-A7-A13F TCGA-A8-A06Z TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07W 
        4.60         6.44         1.02        10.98         7.96         9.99 
TCGA-A8-A07Z TCGA-A8-A082 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08G 
       28.04        18.05        36.95        13.02         0.99        19.92 
TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A091 TCGA-A8-A099 TCGA-A8-A09C TCGA-A8-A09M 
       93.04        40.01        19.07         9.99         1.02        15.02 
TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0FD TCGA-AN-A0FF 
        0.23         0.62         2.93         7.99         6.41         4.60 
TCGA-AN-A0FK TCGA-AN-A0FW TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XO TCGA-AN-A0XP 
        6.97         0.36         0.33         0.33        12.33         0.30 
TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AO-A03P TCGA-AO-A0J3 TCGA-AO-A0J7 TCGA-AO-A0J8 
        0.33         0.33        84.69         9.93         8.55         9.11 
TCGA-AO-A0JC TCGA-AO-A0JG TCGA-AO-A126 TCGA-AO-A12A TCGA-AO-A12B TCGA-AO-A12C 
       50.86        14.76        93.70        90.54        77.56        65.52 
TCGA-AO-A12G TCGA-AO-A12H TCGA-AR-A0TR TCGA-AR-A1AK TCGA-AR-A1AS TCGA-AR-A1AV 
       41.59        28.34         5.26        51.22        40.83        42.58 
TCGA-B6-A0IB TCGA-B6-A0IG TCGA-B6-A0IO TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RP 
      129.57       146.50       110.14        81.17        78.02       102.77 
TCGA-B6-A0X0 TCGA-BH-A0B1 TCGA-BH-A0BJ TCGA-BH-A0BO TCGA-BH-A0BS TCGA-BH-A0BV 
      129.70        37.74        21.70        35.67        53.92        49.94 
TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DK TCGA-BH-A0DT TCGA-BH-A0E7 
       42.90        45.80        38.01        13.91        38.47        44.78 
TCGA-BH-A0EB TCGA-BH-A0H5 TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HK TCGA-BH-A0HL 
       24.49        35.51        41.00        28.14         5.85         2.37 
TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A18F 
       12.89        51.29        27.25         5.75        17.85         8.81 
TCGA-BH-A18N TCGA-BH-A18S TCGA-D8-A140 TCGA-D8-A145 TCGA-D8-A146 TCGA-E2-A109 
       37.74        66.05         0.89         1.61        11.31        38.53 
TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10E TCGA-E2-A14O TCGA-E2-A14Q TCGA-E2-A14S 
       11.57        24.59        13.74        38.53        32.02        27.42 
TCGA-E2-A14T TCGA-E2-A14W TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 
       29.26        27.39        19.27        10.68        18.18        15.81 
TCGA-E2-A15A TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15J 
       16.50        10.36        17.00        10.36         1.38        15.22 
TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15O TCGA-E2-A15P TCGA-E2-A15R TCGA-E2-A15S 
        1.12        10.88        12.99        10.36        10.85         9.01 
TCGA-E2-A15T TCGA-E2-A1B4 TCGA-E2-A1BC TCGA-E2-A1BD 
        8.78        29.95         9.76        10.42 

$subtype3
TCGA-A2-A04N TCGA-A2-A04Q TCGA-A2-A0CP TCGA-A2-A0CZ TCGA-A2-A0ER TCGA-A2-A0ES 
      103.66        41.92        82.03        43.99        62.53        32.91 
TCGA-A2-A0EU TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0ST TCGA-A2-A0T3 TCGA-A2-A0T4 
       24.10        25.32        18.05        54.02        14.99        12.99 
TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YK TCGA-A2-A0YL 
       11.31        13.05        21.14         9.50        10.98         8.81 
TCGA-A2-A0YT TCGA-A7-A0CG TCGA-A7-A0D9 TCGA-A8-A06P TCGA-A8-A076 TCGA-A8-A079 
       23.77         5.46         5.23        13.02        53.95         9.01 
TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A084 TCGA-A8-A08O TCGA-A8-A095 TCGA-A8-A09B 
       19.99        18.94        15.06        30.97        41.95        12.00 
TCGA-A8-A09K TCGA-A8-A0A4 TCGA-AN-A0FS TCGA-AN-A0FX TCGA-AN-A0XN TCGA-AO-A03M 
       29.95        13.02         6.28         0.33         0.33        47.84 
TCGA-AO-A0J5 TCGA-AO-A0J9 TCGA-AO-A0JF TCGA-AO-A0JI TCGA-AO-A0JJ TCGA-AO-A0JM 
       24.16        41.26        11.64        38.53        49.71        60.03 
TCGA-AO-A128 TCGA-AO-A12E TCGA-AQ-A04L TCGA-AR-A0TX TCGA-AR-A0TZ TCGA-AR-A0U2 
       94.59        57.27       109.94         0.49        43.17        83.87 
TCGA-AR-A0U4 TCGA-AR-A1AJ TCGA-AR-A1AL TCGA-AR-A1AP TCGA-AR-A1AU TCGA-AR-A1AW 
       53.49        52.73        48.82        39.95        46.32        35.24 
TCGA-AR-A1AX TCGA-B6-A0I2 TCGA-B6-A0I8 TCGA-B6-A0IK TCGA-B6-A0RG TCGA-B6-A0RH 
       36.26       125.79        24.62        18.77        68.45       188.98 
TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RQ TCGA-B6-A0RT TCGA-B6-A0RV TCGA-B6-A0WX 
      172.96       162.02       140.48        89.46       157.41        21.47 
TCGA-BH-A0AU TCGA-BH-A0AV TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B4 
       24.53        38.79        25.55        28.50        46.92        39.16 
TCGA-BH-A0B5 TCGA-BH-A0B7 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BM TCGA-BH-A0BP 
       48.36        56.98        37.22        32.02        36.72        48.69 
TCGA-BH-A0BQ TCGA-BH-A0BR TCGA-BH-A0BT TCGA-BH-A0C1 TCGA-BH-A0C3 TCGA-BH-A0DG 
       27.16        53.65        45.57        43.99        48.13        23.44 
TCGA-BH-A0DI TCGA-BH-A0DP TCGA-BH-A0DS TCGA-BH-A0DV TCGA-BH-A0E1 TCGA-BH-A0E6 
       22.13        15.65         2.53        45.17        15.68         9.60 
TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0EI TCGA-BH-A0GY TCGA-BH-A0H6 TCGA-BH-A0H7 
       46.19        32.65        24.43        30.15        24.56        23.05 
TCGA-BH-A0HN TCGA-BH-A0HP TCGA-BH-A0HY TCGA-BH-A0RX TCGA-BH-A18J TCGA-BH-A18L 
       16.96        13.61        28.50         5.59        20.09        26.66 
TCGA-BH-A18M TCGA-BH-A18U TCGA-E2-A108 TCGA-E2-A10C TCGA-E2-A14V TCGA-E2-A14X 
       72.56        51.39         4.08        28.04        24.59        22.75 
TCGA-E2-A15C TCGA-E2-A15F TCGA-E2-A15M TCGA-E2-A1B0 TCGA-E2-A1B1 TCGA-E2-A1B5 
       16.31        15.39         7.69        41.79        44.75        25.45 
TCGA-E2-A1B6 
       11.11 

subtype1 subtype2 subtype3 
    0.07     0.23     0.33 
subtype1 subtype2 subtype3 
  186.44   146.50   188.98 
subtype1 subtype2 subtype3 
  24.300   17.425   28.500 
[1] "0.1 - 186.4 (24.3)" "0.2 - 146.5 (17.4)" "0.3 - 189.0 (28.5)"
  [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
  [7] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [13] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [19] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
 [37] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [55] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [61] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [67] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
 [79] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[103] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[109] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[115] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[121] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[151] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[157] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[163] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[169] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[181] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[187] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[199] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[205] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[217] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[229] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[241] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[247] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[259] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[265] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[295] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[313] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[331] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[343] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[349] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[379] "subtype2" "subtype2"
  [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
  [7] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [13] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [19] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
 [37] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [55] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [61] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [67] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
 [79] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[103] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[109] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[115] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[121] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[151] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[157] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[163] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[169] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[181] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[187] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[199] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[205] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[217] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[229] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[241] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[247] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[259] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[265] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[295] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[313] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[331] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[343] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[349] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[379] "subtype2" "subtype2"
  [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
  [7] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [13] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [19] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
 [37] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [55] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [61] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [67] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
 [79] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[103] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[109] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[115] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[121] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[151] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[157] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[163] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[169] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[181] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[187] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[199] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[205] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[217] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[229] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[241] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[247] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[259] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[265] "subtype2" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[295] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[313] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[331] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[343] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[349] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[379] "subtype2" "subtype2"
D5V2, continuous
D5V3, binary
          cls
clus         0   1
  subtype1 151   0
  subtype2 130   4
  subtype3 122   1
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  151    0
  subtype2  130    4
  subtype3  122    1
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      151      130      122
  MALE          0        4        1
D5V4, binary
          cls
clus         0   1
  subtype1  46 105
  subtype2  42  92
  subtype3  36  87
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   46  105
  subtype2   42   92
  subtype3   36   87
     clus
vv    subtype1 subtype2 subtype3
  NO        46       42       36
  YES      105       92       87

Clustering(6) Variable = RPPA_CHIERARCHICAL
D6V1, survival
          sevent
clus2        0   1
  subtype1 102  18
  subtype2 134  17
  subtype3 100   9
subtype1 subtype2 subtype3 
     120      151      109 
subtype1 subtype2 subtype3 
      18       17        9 
$subtype1
TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A2-A04P TCGA-A2-A04T TCGA-A2-A04U TCGA-A2-A04W 
       31.79        28.01        17.98        64.11        22.03        63.06 
TCGA-A2-A0CL TCGA-A2-A0CM TCGA-A2-A0CX TCGA-A2-A0D0 TCGA-A2-A0D1 TCGA-A2-A0D2 
       60.07        24.79        42.84        21.14        25.84        25.02 
TCGA-A2-A0EQ TCGA-A2-A0EY TCGA-A2-A0ST TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T1 
       67.50        15.95        54.02        42.35        11.08        10.59 
TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YG TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A7-A0CE 
        7.96         8.28        13.28        10.72        21.73         8.32 
TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A07I 
       12.26         8.78         9.44        17.00        53.95        14.01 
TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08P TCGA-A8-A08X 
        9.99         8.98        37.05         9.99        30.97        33.99 
TCGA-A8-A09I TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AN-A04D TCGA-AN-A0AL TCGA-AN-A0AR 
       33.07        14.01         0.99         1.71         6.48         0.30 
TCGA-AN-A0AT TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0FX 
        0.33         7.92         7.56         6.02         0.33         0.33 
TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03U TCGA-AO-A0J2 
        0.53         0.33        80.28        47.84        59.05        19.23 
TCGA-AO-A0J6 TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A128 TCGA-AO-A129 
       25.48        64.60        43.36       102.54        94.59        96.10 
TCGA-AO-A12D TCGA-AO-A12F TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TS TCGA-AR-A0TU 
       64.04        48.36        78.64        49.32        37.41        11.84 
TCGA-AR-A0TW TCGA-AR-A0TX TCGA-AR-A0TY TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U2 
       24.30         0.49        55.86         0.26         6.08        83.87 
TCGA-AR-A0U4 TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AO TCGA-AR-A1AQ 
       53.49        75.55        61.84        52.73        43.53        43.04 
TCGA-AR-A1AT TCGA-AR-A1AY TCGA-B6-A0I6 TCGA-B6-A0I9 TCGA-B6-A0IJ TCGA-B6-A0IQ 
       41.82        20.19        32.58        12.13       176.98       127.27 
TCGA-B6-A0RH TCGA-B6-A0RT TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0X1 TCGA-BH-A0AV 
      188.98        89.46       131.21        21.47       186.44        38.79 
TCGA-BH-A0B3 TCGA-BH-A0B7 TCGA-BH-A0B9 TCGA-BH-A0BF TCGA-BH-A0BW TCGA-BH-A0DL 
       39.55        56.98        51.68        25.68        11.67        48.23 
TCGA-BH-A0E0 TCGA-BH-A0EE TCGA-BH-A18G TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18T 
        4.37        31.00         2.01        55.63        37.51         7.36 
TCGA-BH-A18V TCGA-C8-A137 TCGA-C8-A138 TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A143 
       51.12         0.10         0.23         6.90         2.01         5.65 
TCGA-D8-A147 TCGA-E2-A14P TCGA-E2-A14V TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 
        0.07        16.01        24.59        22.75        22.62        19.43 
TCGA-E2-A152 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A15H TCGA-E2-A1AZ TCGA-E2-A1B6 
       19.33        14.79        16.93         1.38        64.57        11.11 

$subtype2
TCGA-A1-A0SH TCGA-A2-A04V TCGA-A2-A04Y TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT 
       47.24        63.12        25.08        78.64        75.55        63.02 
TCGA-A2-A0CU TCGA-A2-A0CV TCGA-A2-A0CW TCGA-A2-A0CY TCGA-A2-A0D3 TCGA-A2-A0D4 
        5.16        61.48        57.53        42.35        24.20        16.31 
TCGA-A2-A0EO TCGA-A2-A0SU TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0T5 TCGA-A2-A0YD 
       71.70        44.42        27.12        44.84        10.55        18.08 
TCGA-A2-A0YH TCGA-A7-A0CD TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0DB TCGA-A7-A13F 
       12.46         5.59         5.29         6.18         4.60         6.44 
TCGA-A8-A06R TCGA-A8-A06U TCGA-A8-A06X TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A079 
       17.95        29.00        31.00        26.01         1.02         9.01 
TCGA-A8-A07S TCGA-A8-A07W TCGA-A8-A07Z TCGA-A8-A082 TCGA-A8-A085 TCGA-A8-A086 
        7.96         9.99        28.04        18.05        36.95        13.02 
TCGA-A8-A08A TCGA-A8-A08G TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A091 TCGA-A8-A099 
        0.99        19.92        93.04        40.01        19.07         9.99 
TCGA-A8-A09A TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09E TCGA-A8-A09M TCGA-A8-A09R 
        9.99        12.00         1.02        30.97        15.02         8.98 
TCGA-A8-A09W TCGA-A8-A0A4 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AM 
        0.99        13.02         2.93         7.99         7.33         0.16 
TCGA-AN-A0AS TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FW TCGA-AN-A0FY 
        0.30         6.41         4.60         6.97         0.36         0.33 
TCGA-AN-A0FZ TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XW 
        0.33        12.33         0.30         0.33         0.33         5.59 
TCGA-AO-A03N TCGA-AO-A03O TCGA-AO-A03P TCGA-AO-A0J3 TCGA-AO-A0J7 TCGA-AO-A0J9 
       54.08        81.63        84.69         9.93         8.55        41.26 
TCGA-AO-A0JB TCGA-AO-A0JC TCGA-AO-A0JD TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A126 
       37.81        50.86        59.61        14.76        49.71        93.70 
TCGA-AO-A12A TCGA-AO-A12B TCGA-AO-A12E TCGA-AO-A12G TCGA-AO-A12H TCGA-AR-A0TR 
       90.54        77.56        57.27        41.59        28.34         5.26 
TCGA-AR-A0TT TCGA-AR-A0TV TCGA-AR-A0U3 TCGA-AR-A1AS TCGA-AR-A1AV TCGA-B6-A0IB 
       55.20        29.72        74.40        40.83        42.58       129.57 
TCGA-B6-A0RG TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RP TCGA-B6-A0X0 TCGA-BH-A0BQ 
       68.45        81.17        78.02       102.77       129.70        27.16 
TCGA-BH-A0BS TCGA-BH-A0BV TCGA-BH-A0BZ TCGA-BH-A0C0 TCGA-BH-A0C3 TCGA-BH-A0C7 
       53.92        49.94        49.05        41.75        48.13        42.90 
TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DK TCGA-BH-A0DT TCGA-BH-A0E2 TCGA-BH-A0E7 
       45.80        38.01        13.91        38.47        12.36        44.78 
TCGA-BH-A0EB TCGA-BH-A0H5 TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HK TCGA-BH-A0HL 
       24.49        35.51        41.00        28.14         5.85         2.37 
TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A18L 
       12.89        51.29        27.25         5.75        17.85        26.66 
TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18S TCGA-D8-A13Y TCGA-D8-A140 TCGA-D8-A146 
       37.74        30.28        66.05         8.68         0.89        11.31 
TCGA-E2-A107 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A14Q TCGA-E2-A14S 
       25.08        38.53        11.57        24.59        32.02        27.42 
TCGA-E2-A14W TCGA-E2-A14Z TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 
       27.39        17.03        19.27        10.68        18.18        15.81 
TCGA-E2-A15A TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15G TCGA-E2-A15J TCGA-E2-A15L 
       16.50        10.36        17.00        10.36        15.22        10.88 
TCGA-E2-A15M TCGA-E2-A15O TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T TCGA-E2-A1B4 
        7.69        12.99        10.85         9.01         8.78        29.95 
TCGA-E2-A1BD 
       10.42 

$subtype3
TCGA-A1-A0SJ TCGA-A2-A04N TCGA-A2-A04Q TCGA-A2-A0CP TCGA-A2-A0CZ TCGA-A2-A0ER 
       14.01       103.66        41.92        82.03        43.99        62.53 
TCGA-A2-A0ES TCGA-A2-A0EU TCGA-A2-A0EV TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0T3 
       32.91        24.10        17.92        25.32        18.05        14.99 
TCGA-A2-A0T4 TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YI 
       12.99        11.31        13.05        21.14         9.50        11.77 
TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A0YT TCGA-A7-A0CG TCGA-A7-A0D9 TCGA-A8-A06P 
       10.98         8.81        23.77         5.46         5.23        13.02 
TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A07P TCGA-A8-A084 TCGA-A8-A08O TCGA-A8-A095 
       19.99        18.94        10.98        15.06        30.97        41.95 
TCGA-A8-A09K TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A0FS TCGA-AN-A0XN TCGA-AO-A0J5 
       29.95         0.23         0.62         6.28         0.33        24.16 
TCGA-AO-A0J8 TCGA-AO-A0JF TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A12C TCGA-AQ-A04L 
        9.11        11.64        38.53        60.03        65.52       109.94 
TCGA-AR-A0TZ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AP TCGA-AR-A1AU TCGA-AR-A1AW 
       43.17        51.22        48.82        39.95        46.32        35.24 
TCGA-AR-A1AX TCGA-B6-A0I2 TCGA-B6-A0I8 TCGA-B6-A0IG TCGA-B6-A0IK TCGA-B6-A0IO 
       36.26       125.79        24.62       146.50        18.77       110.14 
TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-BH-A0AU TCGA-BH-A0AY 
      172.96       162.02       140.48       157.41        24.53        25.55 
TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B4 TCGA-BH-A0B5 TCGA-BH-A0BA 
       28.50        46.92        37.74        39.16        48.36        37.22 
TCGA-BH-A0BC TCGA-BH-A0BJ TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0BR 
       32.02        21.70        36.72        35.67        48.69        53.65 
TCGA-BH-A0BT TCGA-BH-A0C1 TCGA-BH-A0DG TCGA-BH-A0DI TCGA-BH-A0DP TCGA-BH-A0DS 
       45.57        43.99        23.44        22.13        15.65         2.53 
TCGA-BH-A0DV TCGA-BH-A0E1 TCGA-BH-A0E6 TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0EI 
       45.17        15.68         9.60        46.19        32.65        24.43 
TCGA-BH-A0GY TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0HN TCGA-BH-A0HP TCGA-BH-A0HY 
       30.15        24.56        23.05        16.96        13.61        28.50 
TCGA-BH-A0RX TCGA-BH-A18F TCGA-BH-A18J TCGA-BH-A18M TCGA-BH-A18U TCGA-D8-A145 
        5.59         8.81        20.09        72.56        51.39         1.61 
TCGA-E2-A108 TCGA-E2-A10C TCGA-E2-A10E TCGA-E2-A14O TCGA-E2-A14T TCGA-E2-A15C 
        4.08        28.04        13.74        38.53        29.26        16.31 
TCGA-E2-A15F TCGA-E2-A15K TCGA-E2-A15P TCGA-E2-A1B0 TCGA-E2-A1B1 TCGA-E2-A1B5 
       15.39         1.12        10.36        41.79        44.75        25.45 
TCGA-E2-A1BC 
        9.76 

subtype1 subtype2 subtype3 
    0.07     0.16     0.23 
subtype1 subtype2 subtype3 
  188.98   129.70   172.96 
subtype1 subtype2 subtype3 
  23.525   19.920   25.320 
[1] "0.1 - 189.0 (23.5)" "0.2 - 129.7 (19.9)" "0.2 - 173.0 (25.3)"
  [1] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
  [7] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [19] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [37] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [43] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [67] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
 [79] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [85] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[103] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[109] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[115] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[121] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[127] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[151] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[157] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[163] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[169] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[175] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[181] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[187] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[193] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[199] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[205] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[217] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[229] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[241] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[247] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[253] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[259] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[265] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[295] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[313] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[325] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[331] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[343] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[349] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[367] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[379] "subtype3" "subtype2"
  [1] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
  [7] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [19] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [37] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [43] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [67] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
 [79] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [85] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[103] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[109] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[115] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[121] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[127] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[151] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[157] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[163] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[169] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[175] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[181] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[187] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[193] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[199] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[205] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[217] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[229] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[241] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[247] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[253] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[259] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[265] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[295] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[313] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[325] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[331] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[343] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[349] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[367] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[379] "subtype3" "subtype2"
  [1] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
  [7] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
 [13] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [19] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [37] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [43] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [67] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
 [79] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [85] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
 [91] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[103] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[109] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[115] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[121] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[127] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[151] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[157] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[163] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[169] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[175] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[181] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[187] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[193] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[199] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[205] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[211] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[217] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[229] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[241] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[247] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[253] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[259] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[265] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[295] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[313] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[325] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[331] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[343] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[349] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[367] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[373] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[379] "subtype3" "subtype2"
D6V2, continuous
D6V3, binary
          cls
clus         0   1
  subtype1 135   0
  subtype2 158   4
  subtype3 110   1
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  135    0
  subtype2  158    4
  subtype3  110    1
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      135      158      110
  MALE          0        4        1
D6V4, binary
          cls
clus         0   1
  subtype1  40  95
  subtype2  47 115
  subtype3  37  74
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   40   95
  subtype2   47  115
  subtype3   37   74
     clus
vv    subtype1 subtype2 subtype3
  NO        40       47       37
  YES       95      115       74

Clustering(7) Variable = MRNASEQ_CNMF
D7V1, survival
          sevent
clus2        0   1
  subtype1 188  33
  subtype2 137  12
  subtype3 358  49
subtype1 subtype2 subtype3 
     221      149      407 
subtype1 subtype2 subtype3 
      33       12       49 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P TCGA-A2-A04Q 
        8.52        31.79        28.01        19.17        17.98        41.92 
TCGA-A2-A04T TCGA-A2-A04U TCGA-A2-A04W TCGA-A2-A0CM TCGA-A2-A0CX TCGA-A2-A0D0 
       64.11        22.03        63.06        24.79        42.84        21.14 
TCGA-A2-A0D1 TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0ST TCGA-A2-A0SX TCGA-A2-A0T0 
       25.84        25.02        67.50        54.02        42.35        11.08 
TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0T7 TCGA-A2-A0YE TCGA-A2-A0YG TCGA-A2-A0YJ 
       10.59         7.96        13.05         8.28        13.28        10.72 
TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A2-A25F TCGA-A7-A0CE TCGA-A7-A0DA TCGA-A7-A13D 
       21.73        12.20         3.72         8.32        12.26         8.78 
TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26I TCGA-A8-A06R TCGA-A8-A06U 
        9.44         8.45         6.87         4.01        17.95        29.00 
TCGA-A8-A07B TCGA-A8-A07C TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A08B 
       33.01        19.07         9.99         8.98         9.96        23.08 
TCGA-A8-A08L TCGA-A8-A08P TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09X TCGA-A8-A0A7 
        9.99        30.97         0.99        33.99        14.01         0.99 
TCGA-AC-A23H TCGA-AC-A2BK TCGA-AC-A2QH TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AL 
        2.66        38.53         1.02         1.78         1.71         6.48 
TCGA-AN-A0AM TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FV 
        0.16         0.30         0.33         7.92         7.56         0.33 
TCGA-AN-A0FX TCGA-AN-A0G0 TCGA-AN-A0XN TCGA-AN-A0XU TCGA-AO-A03M TCGA-AO-A03O 
        0.33         0.53         0.33         0.33        47.84        81.63 
TCGA-AO-A03U TCGA-AO-A0J2 TCGA-AO-A0J4 TCGA-AO-A0J6 TCGA-AO-A0JD TCGA-AO-A0JE 
       59.05        19.23         9.67        25.48        59.61        64.60 
TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A128 TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F 
       43.36       102.54        94.59        96.10        64.04        48.36 
TCGA-AO-A1KR TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AR-A0TP TCGA-AR-A0TS TCGA-AR-A0TT 
       70.36         5.23       109.94        78.64        37.41        55.20 
TCGA-AR-A0TU TCGA-AR-A0TX TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U4 TCGA-AR-A1AH 
       11.84         0.49         0.26         6.08        53.49        75.55 
TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AO TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AY 
       61.84        52.73        43.53        43.04        17.19        20.19 
TCGA-AR-A24Q TCGA-AR-A24U TCGA-AR-A251 TCGA-AR-A254 TCGA-AR-A256 TCGA-AR-A2LR 
       66.02        53.36        45.14        39.85        93.83        20.38 
TCGA-B6-A0I1 TCGA-B6-A0I2 TCGA-B6-A0I6 TCGA-B6-A0I9 TCGA-B6-A0IJ TCGA-B6-A0IK 
       77.62       125.79        32.58        12.13       176.98        18.77 
TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RH TCGA-B6-A0RS TCGA-B6-A0RT TCGA-B6-A0RU 
      127.27       211.53       188.98       100.67        89.46       131.21 
TCGA-B6-A0WX TCGA-B6-A0X1 TCGA-B6-A1KF TCGA-B6-A1KN TCGA-BH-A0AV TCGA-BH-A0AW 
       21.47       186.44       101.52       109.48        38.79        20.45 
TCGA-BH-A0B3 TCGA-BH-A0B7 TCGA-BH-A0BF TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BW 
       39.55        56.98        25.68        24.85        44.02        11.67 
TCGA-BH-A0BZ TCGA-BH-A0C0 TCGA-BH-A0DL TCGA-BH-A0DZ TCGA-BH-A0E0 TCGA-BH-A0E6 
       49.05        41.75        48.23        16.27         4.37         9.60 
TCGA-BH-A0EE TCGA-BH-A0GY TCGA-BH-A0RX TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18Q 
       31.00        30.15         5.59        12.23         2.01        55.63 
TCGA-BH-A18R TCGA-BH-A18T TCGA-BH-A18V TCGA-BH-A1EN TCGA-BH-A1EX TCGA-BH-A1F0 
       37.51         7.36        51.12        67.46        49.58        25.81 
TCGA-BH-A1F6 TCGA-BH-A1FC TCGA-BH-A1FN TCGA-BH-A1FU TCGA-BH-A202 TCGA-BH-A203 
       97.48       114.12        72.07        72.07         0.72        38.60 
TCGA-BH-A208 TCGA-BH-A209 TCGA-C8-A137 TCGA-C8-A138 TCGA-C8-A1HJ TCGA-C8-A1HK 
       57.83       130.16         0.10         0.23         0.16         0.23 
TCGA-C8-A1HM TCGA-C8-A26X TCGA-C8-A26Y TCGA-C8-A275 TCGA-C8-A278 TCGA-C8-A27B 
        0.20         0.36         0.43         0.03         0.03         0.99 
TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 TCGA-D8-A1J8 
        8.68         6.90         2.01         5.65         0.07         8.42 
TCGA-D8-A1J9 TCGA-D8-A1JA TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JK TCGA-D8-A1JL 
        8.15         0.59         3.16         6.15         3.58         8.71 
TCGA-D8-A1JM TCGA-D8-A1XJ TCGA-D8-A1XK TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XW 
        7.82        11.57        10.72         5.82         6.35         3.85 
TCGA-D8-A1Y3 TCGA-D8-A27F TCGA-D8-A27H TCGA-D8-A27M TCGA-E2-A14N TCGA-E2-A14P 
        4.08         7.46         4.60         4.73        44.38        16.01 
TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A152 TCGA-E2-A158 
       27.78        22.75        22.62        19.43        19.33        14.79 
TCGA-E2-A159 TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1II TCGA-E2-A1LB TCGA-E2-A1LG 
       16.93        64.57        41.79        27.95        31.96        11.51 
TCGA-E2-A1LH TCGA-E2-A1LI TCGA-E2-A1LK TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E9-A1RH 
       94.52        90.41         8.75        33.34         7.86         0.46 
TCGA-E9-A243 TCGA-E9-A244 TCGA-E9-A248 TCGA-EW-A1OV TCGA-EW-A1OW TCGA-EW-A1P4 
        1.41         0.66         0.69        17.16        15.22        16.47 
TCGA-EW-A1P7 TCGA-EW-A1P8 TCGA-EW-A1PB TCGA-EW-A1PC TCGA-EW-A1PH TCGA-EW-A2FR 
       20.88         7.86        19.99         6.12         4.57        36.82 
TCGA-GI-A2C9 TCGA-GM-A2DB TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DH 
       23.11        53.10        43.04        42.71        42.28 

$subtype2
TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SH TCGA-A1-A0SJ TCGA-A2-A0CL 
       14.37        43.40        48.10        47.24        14.01        60.07 
TCGA-A2-A0CP TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0ES 
       82.03        61.48        43.99        82.68        71.70        32.91 
TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0SY TCGA-A2-A0T6 TCGA-A2-A0YD TCGA-A2-A0YI 
       25.32        18.05        37.94        11.31        18.08        11.77 
TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G6 TCGA-A2-A259 
       10.98         8.81        13.45        12.49         4.34        42.25 
TCGA-A2-A25A TCGA-A2-A25D TCGA-A2-A3KD TCGA-A7-A0CG TCGA-A7-A0DB TCGA-A7-A3J1 
       97.58         7.99        26.40         5.46         4.60         2.47 
TCGA-A8-A07E TCGA-A8-A08O TCGA-A8-A09A TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-AC-A23G 
       19.99        30.97         9.99        13.02        21.04        10.82 
TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FO TCGA-AC-A3HN 
        1.45        55.40        36.99        38.79        50.70         0.69 
TCGA-AC-A3OD TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XL TCGA-AO-A03R TCGA-AO-A0J9 
        1.15         7.17         6.28         0.33        56.12        41.26 
TCGA-AO-A0JC TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A12A TCGA-AO-A12E 
       50.86        11.64        14.76        49.71        90.54        57.27 
TCGA-AO-A1KO TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AU TCGA-AR-A1AX TCGA-AR-A24O 
       14.73        51.22        48.82        46.32        36.26        65.65 
TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A252 TCGA-AR-A255 TCGA-AR-A2LH TCGA-AR-A2LM 
       53.26        50.96        40.64        34.78        20.22        40.01 
TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0IE TCGA-B6-A0IH TCGA-B6-A0IP 
       17.06        20.81        16.96        65.69       112.37       110.93 
TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WY TCGA-B6-A0X7 TCGA-BH-A0AZ TCGA-BH-A0B0 
      140.48       157.41       113.75        58.88        28.50        46.92 
TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BJ TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BP 
       37.22        32.02        21.70        36.72        35.67        48.69 
TCGA-BH-A0BQ TCGA-BH-A0C3 TCGA-BH-A0DE TCGA-BH-A0DG TCGA-BH-A0DI TCGA-BH-A0DK 
       27.16        48.13        31.17        23.44        22.13        13.91 
TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DT TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0E9 
       17.26        15.65        38.47        45.17        47.41        46.19 
TCGA-BH-A0EA TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0HF TCGA-BH-A0HK TCGA-BH-A0HP 
       32.65        37.78        35.51        23.90         5.85        13.61 
TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A18F TCGA-BH-A18I TCGA-BH-A18M TCGA-BH-A1EU 
        5.75        17.85         8.81         7.23        72.56        42.28 
TCGA-BH-A1FB TCGA-BH-A1FE TCGA-BH-A1FH TCGA-BH-A201 TCGA-D8-A145 TCGA-D8-A146 
      120.62        74.73        36.92         6.87         1.61        11.31 
TCGA-D8-A1JH TCGA-D8-A1JU TCGA-D8-A1XM TCGA-D8-A27I TCGA-D8-A27K TCGA-D8-A27P 
        9.34         3.48         7.17         6.08         3.88         0.72 
TCGA-D8-A27V TCGA-E2-A108 TCGA-E2-A14Q TCGA-E2-A14Z TCGA-E2-A15E TCGA-E2-A15M 
        2.40         4.08        32.02        17.03        17.00         7.69 
TCGA-E2-A15P TCGA-E2-A1B1 TCGA-E2-A1B5 TCGA-E2-A1BC TCGA-E2-A1IF TCGA-E2-A1IJ 
       10.36        44.75        25.45         9.76        31.43        23.84 
TCGA-E2-A1IO TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A3DX TCGA-E9-A227 TCGA-E9-A2JT 
       14.73         4.18        43.13         7.13         0.79         0.76 
TCGA-EW-A1IW TCGA-EW-A1J2 TCGA-EW-A1PD TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A2FS 
        8.28         4.57         5.72         4.57        28.77        38.56 
TCGA-EW-A2FV TCGA-GM-A2DA TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DN 
        7.82       194.27        61.91        62.33        77.33 

$subtype3
TCGA-A1-A0SG TCGA-A1-A0SI TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04N 
       14.24        20.84         7.96        39.32        18.18       103.66 
TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A04X TCGA-A2-A04Y TCGA-A2-A0CQ TCGA-A2-A0CS 
       77.72        63.12        44.35        25.08        78.64        75.55 
TCGA-A2-A0CT TCGA-A2-A0CU TCGA-A2-A0CW TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM 
       63.02         5.16        57.53        24.20        16.31        90.64 
TCGA-A2-A0ER TCGA-A2-A0ET TCGA-A2-A0EU TCGA-A2-A0EV TCGA-A2-A0EY TCGA-A2-A0SU 
       62.53        26.53        24.10        17.92        15.95        44.42 
TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0YC 
       27.12        44.84        14.99        12.99        10.55        21.14 
TCGA-A2-A0YF TCGA-A2-A0YH TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW TCGA-A2-A1FX 
        9.50        12.46        23.77        15.12         7.27        30.74 
TCGA-A2-A1G4 TCGA-A2-A25B TCGA-A2-A25C TCGA-A2-A25E TCGA-A7-A0CD TCGA-A7-A0CH 
       12.23         8.48         9.37        82.55         5.59         5.29 
TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A13F TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A26H 
        6.18         5.23         6.44         6.84        13.84         2.10 
TCGA-A7-A26J TCGA-A7-A2KD TCGA-A7-A3IY TCGA-A7-A3IZ TCGA-A7-A3J0 TCGA-A8-A06O 
        2.20         5.95         4.96         4.87         2.50        13.02 
TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06T TCGA-A8-A06X TCGA-A8-A06Y TCGA-A8-A06Z 
       13.02         1.02        41.06        31.00        26.01         1.02 
TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07I 
       17.00        53.95         9.01        18.94        18.94        14.01 
TCGA-A8-A07J TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07W TCGA-A8-A082 
       12.00        17.00        10.98         7.96         9.99        18.05 
TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08C TCGA-A8-A08F TCGA-A8-A08G 
       15.06        36.95        13.02        19.96        18.05        19.92 
TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A091 
       12.00        37.05        19.07        93.04        40.01        19.07 
TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A097 TCGA-A8-A099 TCGA-A8-A09B 
       17.03        17.92        41.95        12.00         9.99        12.00 
TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N 
        1.02        13.02        33.07        29.95        15.02         1.02 
TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W TCGA-A8-A0A1 
       25.02         8.98        19.00        15.02         0.99        12.00 
TCGA-A8-A0A2 TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23C TCGA-AC-A23E 
       19.00        13.02        17.00        38.04         0.95         2.37 
TCGA-AC-A2B8 TCGA-AC-A2BM TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A046 
        1.45        38.20         0.33         0.33         0.23         0.33 
TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0FD TCGA-AN-A0FF 
        0.62         2.93         7.99         7.33         6.41         4.60 
TCGA-AN-A0FK TCGA-AN-A0FT TCGA-AN-A0FW TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XO 
        6.97         6.02         0.36         0.33         0.33        12.33 
TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XV TCGA-AN-A0XW 
        0.30         0.33         0.33         0.33         5.33         5.59 
TCGA-AO-A03L TCGA-AO-A03N TCGA-AO-A03P TCGA-AO-A03T TCGA-AO-A03V TCGA-AO-A0J3 
       80.28        54.08        84.69        39.02        29.13         9.93 
TCGA-AO-A0J5 TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0JA TCGA-AO-A0JI TCGA-AO-A0JM 
       24.16         8.55         9.11        11.38        38.53        60.03 
TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12G TCGA-AO-A12H 
       99.22        93.70        77.56        65.52        41.59        28.34 
TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A0Y5 
       82.62        49.94         0.53        17.79        14.43         5.29 
TCGA-AQ-A1H2 TCGA-AQ-A1H3 TCGA-AR-A0TQ TCGA-AR-A0TR TCGA-AR-A0TV TCGA-AR-A0TW 
        6.48         4.54        49.32         5.26        29.72        24.30 
TCGA-AR-A0TY TCGA-AR-A0TZ TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A1AN TCGA-AR-A1AP 
       55.86        43.17        83.87        74.40        43.69        39.95 
TCGA-AR-A1AS TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A24H TCGA-AR-A24K TCGA-AR-A24L 
       40.83        42.58        35.24       109.58        50.89        73.02 
TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24P TCGA-AR-A24R TCGA-AR-A24S TCGA-AR-A24V 
       65.42        68.19         0.85        57.37        62.07        54.18 
TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 TCGA-AR-A2LE TCGA-AR-A2LK TCGA-AR-A2LL 
       48.16        51.75        56.12       128.65        42.84         7.33 
TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IG 
      149.56        24.62       220.87       129.57        50.70       146.50 
TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0RG TCGA-B6-A0RI TCGA-B6-A0RL 
      126.12        84.59       110.14        68.45       223.40        81.17 
TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0WS TCGA-B6-A0WT 
       78.02       172.96       162.02       102.77        97.48       177.40 
TCGA-B6-A0WV TCGA-B6-A0WW TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 
       79.63        17.95       129.57       129.70        28.24        68.94 
TCGA-B6-A1KC TCGA-B6-A1KI TCGA-B6-A2IU TCGA-BH-A0AU TCGA-BH-A0AY TCGA-BH-A0B1 
       43.59        48.10       159.12        24.53        25.55        37.74 
TCGA-BH-A0B4 TCGA-BH-A0B5 TCGA-BH-A0B8 TCGA-BH-A0BD TCGA-BH-A0BR TCGA-BH-A0BS 
       39.16        48.36        51.58        18.21        53.65        53.92 
TCGA-BH-A0BT TCGA-BH-A0BV TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DH 
       45.57        49.94        43.99        42.90        45.80        38.01 
TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0E1 TCGA-BH-A0E2 TCGA-BH-A0E7 TCGA-BH-A0EB 
        3.22         2.53        15.68        12.36        44.78        24.49 
TCGA-BH-A0EI TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0H9 
       24.43        10.78        15.16        24.56        23.05        41.00 
TCGA-BH-A0HA TCGA-BH-A0HB TCGA-BH-A0HI TCGA-BH-A0HO TCGA-BH-A0HQ TCGA-BH-A0HU 
       28.14        26.50        20.35         2.50        36.85        12.89 
TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0W3 TCGA-BH-A0W7 TCGA-BH-A18J 
       51.29        27.25        28.50         5.92        18.35        20.09 
TCGA-BH-A18K TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18S TCGA-BH-A18U 
       90.81        26.66        37.74        30.28        66.05        51.39 
TCGA-BH-A1EO TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EV TCGA-BH-A1EW TCGA-BH-A1EY 
       91.99       113.82        82.85        12.00        55.69        17.69 
TCGA-BH-A1F2 TCGA-BH-A1F5 TCGA-BH-A1F8 TCGA-BH-A1FD TCGA-BH-A1FG TCGA-BH-A1FJ 
       31.53        89.16        24.62        33.14       122.89        63.35 
TCGA-BH-A1FL TCGA-BH-A1FM TCGA-BH-A1FR TCGA-BH-A204 TCGA-BH-A28Q TCGA-C8-A1HI 
       55.00        45.63       144.59        83.31         6.44         0.07 
TCGA-C8-A1HL TCGA-C8-A1HN TCGA-C8-A26V TCGA-C8-A26W TCGA-C8-A26Z TCGA-C8-A273 
        0.07         0.07         0.30         0.23         0.13         0.20 
TCGA-C8-A274 TCGA-C8-A27A TCGA-D8-A140 TCGA-D8-A141 TCGA-D8-A1JC TCGA-D8-A1JD 
        0.03        12.20         0.89         3.72         5.85         8.98 
TCGA-D8-A1JE TCGA-D8-A1JI TCGA-D8-A1JJ TCGA-D8-A1JN TCGA-D8-A1JP TCGA-D8-A1JS 
        1.87         0.69         9.01         7.13         5.49         3.45 
TCGA-D8-A1JT TCGA-D8-A1X5 TCGA-D8-A1X6 TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1X9 
        4.04         5.62         7.76         2.79         8.94        12.49 
TCGA-D8-A1XA TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XG 
        9.01         6.61         2.66         5.10         6.48         6.44 
TCGA-D8-A1XL TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XU TCGA-D8-A1XV 
       10.49         7.96         5.52         0.59         4.90         4.80 
TCGA-D8-A1XY TCGA-D8-A1XZ TCGA-D8-A1Y0 TCGA-D8-A1Y1 TCGA-D8-A1Y2 TCGA-D8-A27E 
        2.66         3.95         5.46         3.78         2.37         5.98 
TCGA-D8-A27G TCGA-D8-A27L TCGA-D8-A27N TCGA-D8-A27R TCGA-D8-A27T TCGA-D8-A27W 
        6.87         4.11         4.77         2.96         4.44         0.49 
TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C 
       38.24        51.12        38.53        11.57        24.59        28.04 
TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14O TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A14V 
       13.74        11.84        38.53        27.42        29.26        24.59 
TCGA-E2-A14W TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A15A 
       27.39        19.27        10.68        18.18        15.81        16.50 
TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I TCGA-E2-A15J 
       16.31        10.36        10.36         1.38        13.51        15.22 
TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15O TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A1B4 
        1.12        10.88        12.99        10.85         9.01        29.95 
TCGA-E2-A1BD TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1IH TCGA-E2-A1IK TCGA-E2-A1IL 
       10.42        32.32        24.82        21.63        17.03         0.46 
TCGA-E2-A1IN TCGA-E2-A1L7 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA TCGA-E9-A1R2 
       12.89        20.81        33.37        12.76        15.22         0.62 
TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RB 
        2.10         0.95         1.38         2.76         1.12         0.69 
TCGA-E9-A1RC TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RI TCGA-E9-A226 
       40.37         0.66         1.55         1.25         1.58         0.53 
TCGA-E9-A245 TCGA-E9-A247 TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A295 TCGA-E9-A2JS 
        0.82         0.39         0.92         0.33         0.69         0.43 
TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1J1 TCGA-EW-A1J3 TCGA-EW-A1J5 TCGA-EW-A1J6 
       35.57         8.48         9.27         8.28         7.46        19.56 
TCGA-EW-A1OX TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P3 TCGA-EW-A1P5 
       18.48        19.50        30.94        36.85        32.45        12.00 
TCGA-EW-A1P6 TCGA-EW-A1PA TCGA-EW-A1PE TCGA-EW-A2FW TCGA-GI-A2C8 TCGA-GM-A2D9 
       10.26         8.78         3.48         6.25         6.97        59.57 
TCGA-GM-A2DC TCGA-GM-A2DL TCGA-GM-A2DM TCGA-GM-A2DO TCGA-GM-A3NY 
       53.52        90.81        76.64        53.33        24.43 

subtype1 subtype2 subtype3 
    0.03     0.33     0.03 
subtype1 subtype2 subtype3 
  211.53   194.27   223.40 
subtype1 subtype2 subtype3 
   19.33    25.45    17.03 
[1] "0.0 - 211.5 (19.3)" "0.3 - 194.3 (25.4)" "0.0 - 223.4 (17.0)"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
  [7] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
 [13] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
 [19] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [25] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [37] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [43] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
 [49] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
 [61] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [67] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
 [73] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
 [79] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
 [85] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
 [91] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
 [97] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[103] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[109] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[115] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[121] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[139] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[157] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[181] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[187] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[193] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[199] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[205] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[217] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[223] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[229] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[235] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[241] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[247] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[253] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[259] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[265] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[271] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[277] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[283] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[289] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[295] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[301] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[307] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[313] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[331] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[337] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[349] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[361] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[367] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[373] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[379] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[397] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[403] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[409] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[415] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[421] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[427] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[433] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[439] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[445] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[457] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[463] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[469] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[475] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[481] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[487] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[493] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[499] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[505] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[511] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[517] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[523] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[529] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[535] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[541] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[547] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[553] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[559] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[565] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[571] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[577] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[583] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[595] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[601] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[607] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[619] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[625] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[631] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[637] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[643] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[649] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[655] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[661] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[667] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[673] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[679] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[685] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[691] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[697] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[703] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[709] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[715] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[721] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[733] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[739] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[745] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[751] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[757] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[763] "subtype1" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[769] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[775] "subtype2" "subtype3" "subtype3"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
  [7] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
 [13] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
 [19] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [25] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [37] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [43] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
 [49] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
 [61] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [67] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
 [73] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
 [79] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
 [85] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
 [91] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
 [97] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[103] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[109] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[115] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[121] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[139] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[157] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[181] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[187] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[193] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[199] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[205] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[217] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[223] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[229] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[235] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[241] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[247] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[253] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[259] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[265] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[271] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[277] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[283] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[289] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[295] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[301] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[307] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[313] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[331] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[337] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[349] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[361] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[367] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[373] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[379] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[397] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[403] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[409] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[415] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[421] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[427] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[433] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[439] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[445] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[457] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[463] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[469] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[475] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[481] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[487] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[493] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[499] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[505] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[511] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[517] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[523] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[529] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[535] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[541] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[547] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[553] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[559] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[565] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[571] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[577] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[583] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[595] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[601] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[607] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[619] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[625] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[631] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[637] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[643] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[649] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[655] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[661] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[667] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[673] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[679] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[685] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[691] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[697] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[703] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[709] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[715] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[721] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[733] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[739] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[745] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[751] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[757] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[763] "subtype1" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[769] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[775] "subtype2" "subtype3" "subtype3"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
  [7] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
 [13] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
 [19] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [25] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
 [37] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
 [43] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
 [49] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
 [61] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
 [67] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
 [73] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
 [79] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
 [85] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
 [91] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
 [97] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[103] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[109] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[115] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[121] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[139] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[157] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[181] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[187] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[193] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[199] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[205] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[217] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[223] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[229] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[235] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[241] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[247] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[253] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[259] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[265] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[271] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[277] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[283] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[289] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[295] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[301] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[307] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[313] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[331] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[337] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[349] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
[361] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[367] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[373] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype3"
[379] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[397] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[403] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[409] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[415] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[421] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[427] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[433] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[439] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[445] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[457] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[463] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[469] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[475] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[481] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[487] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[493] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[499] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[505] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[511] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[517] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[523] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[529] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[535] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[541] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[547] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[553] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[559] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[565] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[571] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[577] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[583] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[595] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[601] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[607] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[619] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[625] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[631] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[637] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[643] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[649] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[655] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[661] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[667] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[673] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[679] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[685] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[691] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[697] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[703] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[709] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[715] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[721] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[733] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[739] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[745] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[751] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[757] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[763] "subtype1" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[769] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[775] "subtype2" "subtype3" "subtype3"
D7V2, continuous
D7V3, binary
          cls
clus         0   1
  subtype1 239   0
  subtype2 154   1
  subtype3 432   8
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  239    0
  subtype2  154    1
  subtype3  432    8
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      239      154      432
  MALE          0        1        8
D7V4, binary
          cls
clus         0   1
  subtype1  57 182
  subtype2  42 113
  subtype3  98 342
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   57  182
  subtype2   42  113
  subtype3   98  342
     clus
vv    subtype1 subtype2 subtype3
  NO        57       42       98
  YES      182      113      342

Clustering(8) Variable = MRNASEQ_CHIERARCHICAL
D8V1, survival
          sevent
clus2        0   1
  subtype1 337  47
  subtype2 191  19
  subtype3 155  28
subtype1 subtype2 subtype3 
     384      210      183 
subtype1 subtype2 subtype3 
      47       19       28 
$subtype1
TCGA-A1-A0SG TCGA-A1-A0SH TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04N 
       14.24        47.24         7.96        39.32        18.18       103.66 
TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CU TCGA-A2-A0CW 
       77.72        63.12        78.64        75.55         5.16        57.53 
TCGA-A2-A0CX TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM TCGA-A2-A0ER TCGA-A2-A0ET 
       42.84        24.20        16.31        90.64        62.53        26.53 
TCGA-A2-A0SV TCGA-A2-A0T5 TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YG TCGA-A2-A0YH 
       27.12        10.55        21.14         9.50        13.28        12.46 
TCGA-A2-A0YI TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FX TCGA-A2-A1G4 TCGA-A2-A25B 
       11.77        23.77        15.12        30.74        12.23         8.48 
TCGA-A2-A25C TCGA-A2-A25E TCGA-A7-A0CD TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0DB 
        9.37        82.55         5.59         5.29         6.18         4.60 
TCGA-A7-A13F TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A26H TCGA-A7-A26J TCGA-A7-A2KD 
        6.44         6.84        13.84         2.10         2.20         5.95 
TCGA-A7-A3IY TCGA-A7-A3IZ TCGA-A7-A3J0 TCGA-A8-A06O TCGA-A8-A06P TCGA-A8-A06Q 
        4.96         4.87         2.50        13.02        13.02         1.02 
TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06X TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A075 
       17.95        41.06        31.00        26.01         1.02        17.00 
TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07B TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07I 
       53.95         9.01        33.01        18.94        18.94        14.01 
TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07W TCGA-A8-A082 TCGA-A8-A084 
       17.00        10.98         7.96         9.99        18.05        15.06 
TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08B TCGA-A8-A08C TCGA-A8-A08F TCGA-A8-A08G 
       36.95        13.02        23.08        19.96        18.05        19.92 
TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08P TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08Z 
       12.00        37.05        30.97        19.07        93.04        40.01 
TCGA-A8-A091 TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A099 TCGA-A8-A09B TCGA-A8-A09C 
       19.07        17.03        17.92         9.99        12.00         1.02 
TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R 
       33.07        29.95        15.02         1.02        25.02         8.98 
TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W TCGA-A8-A0A2 TCGA-A8-A0A9 TCGA-A8-A0AB 
       19.00        15.02         0.99        19.00        13.02        17.00 
TCGA-A8-A0AD TCGA-AC-A23C TCGA-AC-A23E TCGA-AC-A23H TCGA-AC-A2BM TCGA-AN-A03X 
       38.04         0.95         2.37         2.66        38.20         0.33 
TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AM 
        0.33         0.23         2.93         7.99         7.33         0.16 
TCGA-AN-A0AS TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FT TCGA-AN-A0FV 
        0.30         6.41         4.60         6.97         6.02         0.33 
TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR 
        0.33         0.33         0.33        12.33         0.30         0.33 
TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03N TCGA-AO-A03O 
        0.33         0.33         5.33         5.59        54.08        81.63 
TCGA-AO-A03P TCGA-AO-A0J3 TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0JI TCGA-AO-A0JM 
       84.69         9.93         8.55         9.11        38.53        60.03 
TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12G TCGA-AO-A12H 
       99.22        93.70        77.56        65.52        41.59        28.34 
TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A04L 
       82.62        49.94         0.53        17.79        14.43       109.94 
TCGA-AQ-A0Y5 TCGA-AQ-A1H2 TCGA-AQ-A1H3 TCGA-AR-A0TR TCGA-AR-A0TV TCGA-AR-A0TW 
        5.29         6.48         4.54         5.26        29.72        24.30 
TCGA-AR-A0TY TCGA-AR-A0TZ TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A1AP TCGA-AR-A1AS 
       55.86        43.17        83.87        74.40        39.95        40.83 
TCGA-AR-A1AV TCGA-AR-A24H TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N 
       42.58       109.58        50.89        73.02        65.42        68.19 
TCGA-AR-A24P TCGA-AR-A24R TCGA-AR-A24V TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 
        0.85        57.37        54.18        48.16        51.75        56.12 
TCGA-AR-A2LE TCGA-AR-A2LK TCGA-AR-A2LL TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0IA 
      128.65        42.84         7.33       149.56        24.62       220.87 
TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IM TCGA-B6-A0IO TCGA-B6-A0IP TCGA-B6-A0RH 
      129.57        50.70       126.12       110.14       110.93       188.98 
TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP 
      223.40        81.17        78.02       172.96       162.02       102.77 
TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW TCGA-B6-A0WZ TCGA-B6-A0X0 
       97.48       177.40        79.63        17.95       129.57       129.70 
TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A1KC TCGA-B6-A1KI TCGA-B6-A2IU TCGA-BH-A0AU 
       28.24        68.94        43.59        48.10       159.12        24.53 
TCGA-BH-A0B4 TCGA-BH-A0B5 TCGA-BH-A0BQ TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV 
       39.16        48.36        27.16        53.92        45.57        49.94 
TCGA-BH-A0BZ TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DS 
       49.05        43.99        42.90        45.80        38.01         2.53 
TCGA-BH-A0DT TCGA-BH-A0DZ TCGA-BH-A0E1 TCGA-BH-A0E7 TCGA-BH-A0EB TCGA-BH-A0EI 
       38.47        16.27        15.68        44.78        24.49        24.43 
TCGA-BH-A0H0 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0HA TCGA-BH-A0HI TCGA-BH-A0HO 
       15.16        24.56        23.05        28.14        20.35         2.50 
TCGA-BH-A0HQ TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0W3 TCGA-BH-A0W5 TCGA-BH-A0W7 
       36.85        12.89        51.29         5.92        17.85        18.35 
TCGA-BH-A18I TCGA-BH-A18J TCGA-BH-A18K TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18P 
        7.23        20.09        90.81        26.66        37.74        30.28 
TCGA-BH-A18S TCGA-BH-A18U TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EV TCGA-BH-A1EW 
       66.05        51.39       113.82        82.85        12.00        55.69 
TCGA-BH-A1EY TCGA-BH-A1F2 TCGA-BH-A1F5 TCGA-BH-A1F8 TCGA-BH-A1FD TCGA-BH-A1FG 
       17.69        31.53        89.16        24.62        33.14       122.89 
TCGA-BH-A1FJ TCGA-BH-A1FL TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A1FR TCGA-BH-A202 
       63.35        55.00        45.63        72.07       144.59         0.72 
TCGA-BH-A204 TCGA-BH-A28Q TCGA-C8-A137 TCGA-C8-A138 TCGA-C8-A1HL TCGA-C8-A1HM 
       83.31         6.44         0.10         0.23         0.07         0.20 
TCGA-C8-A1HN TCGA-C8-A26V TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A27A 
        0.07         0.30         0.13         0.20         0.03        12.20 
TCGA-D8-A140 TCGA-D8-A1J8 TCGA-D8-A1J9 TCGA-D8-A1JA TCGA-D8-A1JC TCGA-D8-A1JD 
        0.89         8.42         8.15         0.59         5.85         8.98 
TCGA-D8-A1JE TCGA-D8-A1JI TCGA-D8-A1JJ TCGA-D8-A1JN TCGA-D8-A1JP TCGA-D8-A1JS 
        1.87         0.69         9.01         7.13         5.49         3.45 
TCGA-D8-A1JT TCGA-D8-A1X5 TCGA-D8-A1X6 TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1X9 
        4.04         5.62         7.76         2.79         8.94        12.49 
TCGA-D8-A1XA TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XG 
        9.01         6.61         2.66         5.10         6.48         6.44 
TCGA-D8-A1XJ TCGA-D8-A1XL TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XV 
       11.57        10.49         7.96         5.52         0.59         4.80 
TCGA-D8-A1XY TCGA-D8-A1XZ TCGA-D8-A1Y1 TCGA-D8-A1Y3 TCGA-D8-A27E TCGA-D8-A27K 
        2.66         3.95         3.78         4.08         5.98         3.88 
TCGA-D8-A27L TCGA-D8-A27N TCGA-D8-A27P TCGA-D8-A27R TCGA-D8-A27W TCGA-E2-A105 
        4.11         4.77         0.72         2.96         0.49        38.24 
TCGA-E2-A106 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C TCGA-E2-A10E 
       51.12        38.53        11.57        24.59        28.04        13.74 
TCGA-E2-A14O TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A14W TCGA-E2-A152 TCGA-E2-A153 
       38.53        27.42        29.26        27.39        19.33        19.27 
TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A15A TCGA-E2-A15C TCGA-E2-A15D 
       10.68        18.18        15.81        16.50        16.31        10.36 
TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L 
       10.36         1.38        13.51        15.22         1.12        10.88 
TCGA-E2-A15O TCGA-E2-A15P TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A1B4 TCGA-E2-A1BD 
       12.99        10.36        10.85         9.01        29.95        10.42 
TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1IK TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1IU 
       32.32        24.82        17.03         0.46        12.89         4.18 
TCGA-E2-A1L7 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA TCGA-E9-A1R3 TCGA-E9-A1R4 
       20.81        33.37        12.76        15.22         2.10         0.95 
TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RB TCGA-E9-A1RC TCGA-E9-A1RD 
        1.38         2.76         1.12         0.69        40.37         0.66 
TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A227 TCGA-E9-A245 
        1.55         1.25         1.58         0.53         0.79         0.82 
TCGA-E9-A247 TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A2JS TCGA-EW-A1IY TCGA-EW-A1J1 
        0.39         0.92         0.33         0.43         8.48         9.27 
TCGA-EW-A1J3 TCGA-EW-A1J6 TCGA-EW-A1OX TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P0 
        8.28        19.56        18.48        19.50        30.94        36.85 
TCGA-EW-A1P3 TCGA-EW-A1P5 TCGA-EW-A1P6 TCGA-EW-A1PC TCGA-EW-A1PE TCGA-EW-A2FR 
       32.45        12.00        10.26         6.12         3.48        36.82 
TCGA-EW-A2FW TCGA-GI-A2C8 TCGA-GM-A2D9 TCGA-GM-A2DC TCGA-GM-A2DM TCGA-GM-A2DN 
        6.25         6.97        59.57        53.52        76.64        77.33 

$subtype2
TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SJ TCGA-A2-A04X TCGA-A2-A04Y 
       14.37        43.40        48.10        14.01        44.35        25.08 
TCGA-A2-A0CL TCGA-A2-A0CP TCGA-A2-A0CT TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0EN 
       60.07        82.03        63.02        61.48        43.99        82.68 
TCGA-A2-A0EO TCGA-A2-A0EQ TCGA-A2-A0ES TCGA-A2-A0EU TCGA-A2-A0EV TCGA-A2-A0EW 
       71.70        67.50        32.91        24.10        17.92        25.32 
TCGA-A2-A0EX TCGA-A2-A0SU TCGA-A2-A0SW TCGA-A2-A0SY TCGA-A2-A0T3 TCGA-A2-A0T4 
       18.05        44.42        44.84        37.94        14.99        12.99 
TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YD TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FW 
       11.31        13.05        18.08        10.98         8.81         7.27 
TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G6 TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25D 
       13.45        12.49         4.34        42.25        97.58         7.99 
TCGA-A2-A3KD TCGA-A7-A0CG TCGA-A7-A0D9 TCGA-A7-A3J1 TCGA-A8-A06U TCGA-A8-A07E 
       26.40         5.46         5.23         2.47        29.00        19.99 
TCGA-A8-A07J TCGA-A8-A08O TCGA-A8-A095 TCGA-A8-A097 TCGA-A8-A09A TCGA-A8-A09D 
       12.00        30.97        41.95        12.00         9.99        13.02 
TCGA-A8-A0A1 TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-AC-A23G TCGA-AC-A2B8 TCGA-AC-A2FB 
       12.00        13.02        21.04        10.82         1.45         1.45 
TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FO TCGA-AC-A3HN TCGA-AC-A3OD 
       55.40        36.99        38.79        50.70         0.69         1.15 
TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0FW TCGA-AN-A0XL 
        0.33         0.62         7.17         6.28         0.36         0.33 
TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03V TCGA-AO-A0J5 
       80.28        47.84        56.12        39.02        29.13        24.16 
TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JC TCGA-AO-A0JD TCGA-AO-A0JF TCGA-AO-A0JG 
       41.26        11.38        50.86        59.61        11.64        14.76 
TCGA-AO-A0JJ TCGA-AO-A12A TCGA-AO-A12E TCGA-AO-A1KO TCGA-AR-A0TQ TCGA-AR-A0TT 
       49.71        90.54        57.27        14.73        49.32        55.20 
TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN TCGA-AR-A1AU TCGA-AR-A1AW TCGA-AR-A1AX 
       51.22        48.82        43.69        46.32        35.24        36.26 
TCGA-AR-A24O TCGA-AR-A24S TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A252 TCGA-AR-A255 
       65.65        62.07        53.26        50.96        40.64        34.78 
TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0I9 TCGA-B6-A0IE 
       40.01        17.06        20.81        16.96        12.13        65.69 
TCGA-B6-A0IG TCGA-B6-A0IH TCGA-B6-A0IN TCGA-B6-A0RG TCGA-B6-A0RQ TCGA-B6-A0RV 
      146.50       112.37        84.59        68.45       140.48       157.41 
TCGA-B6-A0WY TCGA-B6-A0X7 TCGA-B6-A1KN TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B0 
      113.75        58.88       109.48        25.55        28.50        46.92 
TCGA-BH-A0B1 TCGA-BH-A0B8 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BF 
       37.74        51.58        37.22        32.02        18.21        25.68 
TCGA-BH-A0BJ TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0C0 TCGA-BH-A0C3 
       21.70        36.72        35.67        48.69        41.75        48.13 
TCGA-BH-A0DE TCGA-BH-A0DG TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP 
       31.17        23.44        22.13        13.91        17.26        15.65 
TCGA-BH-A0DQ TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0E2 TCGA-BH-A0E9 TCGA-BH-A0EA 
        3.22        45.17        47.41        12.36        46.19        32.65 
TCGA-BH-A0GY TCGA-BH-A0GZ TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0H9 TCGA-BH-A0HB 
       30.15        10.78        37.78        35.51        41.00        26.50 
TCGA-BH-A0HF TCGA-BH-A0HK TCGA-BH-A0HP TCGA-BH-A0HX TCGA-BH-A0W4 TCGA-BH-A18F 
       23.90         5.85        13.61        27.25         5.75         8.81 
TCGA-BH-A18M TCGA-BH-A18R TCGA-BH-A1EO TCGA-BH-A1EU TCGA-BH-A1FB TCGA-BH-A1FE 
       72.56        37.51        91.99        42.28       120.62        74.73 
TCGA-BH-A1FH TCGA-BH-A201 TCGA-BH-A209 TCGA-C8-A1HI TCGA-C8-A26W TCGA-D8-A141 
       36.92         6.87       130.16         0.07         0.23         3.72 
TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1JH TCGA-D8-A1JU TCGA-D8-A1XM TCGA-D8-A1XU 
        1.61        11.31         9.34         3.48         7.17         4.90 
TCGA-D8-A1Y0 TCGA-D8-A1Y2 TCGA-D8-A27G TCGA-D8-A27I TCGA-D8-A27T TCGA-D8-A27V 
        5.46         2.37         6.87         6.08         4.44         2.40 
TCGA-E2-A108 TCGA-E2-A10F TCGA-E2-A14Q TCGA-E2-A14V TCGA-E2-A14Z TCGA-E2-A15E 
        4.08        11.84        32.02        24.59        17.03        17.00 
TCGA-E2-A15M TCGA-E2-A1B1 TCGA-E2-A1B5 TCGA-E2-A1BC TCGA-E2-A1IF TCGA-E2-A1IH 
        7.69        44.75        25.45         9.76        31.43        21.63 
TCGA-E2-A1IJ TCGA-E2-A1IO TCGA-E2-A1L6 TCGA-E2-A3DX TCGA-E9-A1R2 TCGA-E9-A295 
       23.84        14.73        43.13         7.13         0.62         0.69 
TCGA-E9-A2JT TCGA-EW-A1IW TCGA-EW-A1IX TCGA-EW-A1J2 TCGA-EW-A1J5 TCGA-EW-A1OV 
        0.76         8.28        35.57         4.57         7.46        17.16 
TCGA-EW-A1PA TCGA-EW-A1PD TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A2FS TCGA-EW-A2FV 
        8.78         5.72         4.57        28.77        38.56         7.82 
TCGA-GM-A2DA TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DO TCGA-GM-A3NY 
      194.27        61.91        62.33        90.81        53.33        24.43 

$subtype3
TCGA-A1-A0SB TCGA-A1-A0SI TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P 
        8.52        20.84        31.79        28.01        19.17        17.98 
TCGA-A2-A04Q TCGA-A2-A04T TCGA-A2-A04U TCGA-A2-A04W TCGA-A2-A0CM TCGA-A2-A0D0 
       41.92        64.11        22.03        63.06        24.79        21.14 
TCGA-A2-A0D1 TCGA-A2-A0D2 TCGA-A2-A0EY TCGA-A2-A0ST TCGA-A2-A0SX TCGA-A2-A0T0 
       25.84        25.02        15.95        54.02        42.35        11.08 
TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A1G1 
       10.59         7.96         8.28        10.72        21.73        12.20 
TCGA-A2-A25F TCGA-A7-A0CE TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26F 
        3.72         8.32        12.26         8.78         9.44         8.45 
TCGA-A7-A26G TCGA-A7-A26I TCGA-A8-A07C TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U 
        6.87         4.01        19.07         9.99         8.98         9.96 
TCGA-A8-A08L TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AC-A2BK 
        9.99         0.99        33.99        14.01         0.99        38.53 
TCGA-AC-A2QH TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AL TCGA-AN-A0AT TCGA-AN-A0FJ 
        1.02         1.78         1.71         6.48         0.33         7.92 
TCGA-AN-A0FL TCGA-AN-A0FX TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A03U TCGA-AO-A0J2 
        7.56         0.33         0.53         0.33        59.05        19.23 
TCGA-AO-A0J4 TCGA-AO-A0J6 TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A128 
        9.67        25.48        64.60        43.36       102.54        94.59 
TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F TCGA-AO-A1KR TCGA-AQ-A04J TCGA-AR-A0TP 
       96.10        64.04        48.36        70.36         5.23        78.64 
TCGA-AR-A0TS TCGA-AR-A0TU TCGA-AR-A0TX TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U4 
       37.41        11.84         0.49         0.26         6.08        53.49 
TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AO TCGA-AR-A1AQ TCGA-AR-A1AR 
       75.55        61.84        52.73        43.53        43.04        17.19 
TCGA-AR-A1AY TCGA-AR-A24Q TCGA-AR-A24U TCGA-AR-A251 TCGA-AR-A254 TCGA-AR-A256 
       20.19        66.02        53.36        45.14        39.85        93.83 
TCGA-AR-A2LH TCGA-AR-A2LR TCGA-B6-A0I1 TCGA-B6-A0I2 TCGA-B6-A0I6 TCGA-B6-A0IJ 
       20.22        20.38        77.62       125.79        32.58       176.98 
TCGA-B6-A0IK TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RS TCGA-B6-A0RT TCGA-B6-A0RU 
       18.77       127.27       211.53       100.67        89.46       131.21 
TCGA-B6-A0WX TCGA-B6-A0X1 TCGA-B6-A1KF TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0B3 
       21.47       186.44       101.52        38.79        20.45        39.55 
TCGA-BH-A0B7 TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BR TCGA-BH-A0BW TCGA-BH-A0DL 
       56.98        24.85        44.02        53.65        11.67        48.23 
TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0EE TCGA-BH-A0HY TCGA-BH-A0RX TCGA-BH-A0WA 
        4.37         9.60        31.00        28.50         5.59        12.23 
TCGA-BH-A18G TCGA-BH-A18Q TCGA-BH-A18T TCGA-BH-A18V TCGA-BH-A1EN TCGA-BH-A1EX 
        2.01        55.63         7.36        51.12        67.46        49.58 
TCGA-BH-A1F0 TCGA-BH-A1F6 TCGA-BH-A1FC TCGA-BH-A1FU TCGA-BH-A203 TCGA-BH-A208 
       25.81        97.48       114.12        72.07        38.60        57.83 
TCGA-C8-A1HJ TCGA-C8-A1HK TCGA-C8-A26X TCGA-C8-A26Y TCGA-C8-A275 TCGA-C8-A278 
        0.16         0.23         0.36         0.43         0.03         0.03 
TCGA-C8-A27B TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 
        0.99         8.68         6.90         2.01         5.65         0.07 
TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1JM TCGA-D8-A1XK 
        3.16         6.15         3.58         8.71         7.82        10.72 
TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XW TCGA-D8-A27F TCGA-D8-A27H TCGA-D8-A27M 
        5.82         6.35         3.85         7.46         4.60         4.73 
TCGA-E2-A14N TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 
       44.38        16.01        27.78        22.75        22.62        19.43 
TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1II TCGA-E2-A1LB 
       14.79        16.93        64.57        41.79        27.95        31.96 
TCGA-E2-A1LG TCGA-E2-A1LH TCGA-E2-A1LI TCGA-E2-A1LK TCGA-E2-A1LL TCGA-E2-A1LS 
       11.51        94.52        90.41         8.75        33.34         7.86 
TCGA-E9-A1RH TCGA-E9-A243 TCGA-E9-A244 TCGA-E9-A248 TCGA-EW-A1OW TCGA-EW-A1P4 
        0.46         1.41         0.66         0.69        15.22        16.47 
TCGA-EW-A1P7 TCGA-EW-A1P8 TCGA-EW-A1PB TCGA-EW-A1PH TCGA-GI-A2C9 TCGA-GM-A2DB 
       20.88         7.86        19.99         4.57        23.11        53.10 
TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DH 
       43.04        42.71        42.28 

subtype1 subtype2 subtype3 
    0.03     0.07     0.03 
subtype1 subtype2 subtype3 
  223.40   194.27   211.53 
subtype1 subtype2 subtype3 
   16.29    25.50    19.99 
[1] "0.0 - 223.4 (16.3)" "0.1 - 194.3 (25.5)" "0.0 - 211.5 (20.0)"
  [1] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [13] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [19] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
 [25] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [31] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [37] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [43] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
 [49] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [55] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
 [61] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
 [67] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
 [79] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
 [85] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [91] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [97] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[103] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[109] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[121] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[133] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[139] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[169] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[175] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[181] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[187] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[193] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[199] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[205] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[217] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[223] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[229] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[235] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[241] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[247] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[253] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[259] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[265] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[271] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[277] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[283] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[289] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[295] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[301] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[307] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[313] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[319] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[325] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[337] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[343] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[349] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[355] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[361] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[367] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[373] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[379] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[385] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[391] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[397] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[403] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[409] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[415] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[427] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[433] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[439] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[445] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[457] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[463] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[469] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[475] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[481] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[487] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[493] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[499] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[505] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[511] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[517] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[523] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[529] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[535] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[541] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[547] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[553] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[559] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[565] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[571] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[577] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[583] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[589] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[595] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[601] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[607] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[613] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[625] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[631] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[637] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[643] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[649] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[655] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[661] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[667] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[673] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[679] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[685] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[691] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[709] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[715] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[721] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[727] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[733] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[739] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[745] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[751] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[757] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[763] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[769] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[775] "subtype1" "subtype2" "subtype2"
  [1] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [13] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [19] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
 [25] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [31] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [37] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [43] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
 [49] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [55] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
 [61] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
 [67] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
 [79] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
 [85] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [91] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [97] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[103] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[109] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[121] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[133] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[139] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[169] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[175] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[181] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[187] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[193] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[199] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[205] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[217] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[223] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[229] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[235] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[241] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[247] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[253] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[259] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[265] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[271] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[277] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[283] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[289] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[295] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[301] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[307] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[313] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[319] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[325] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[337] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[343] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[349] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[355] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[361] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[367] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[373] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[379] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[385] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[391] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[397] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[403] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[409] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[415] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[427] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[433] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[439] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[445] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[457] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[463] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[469] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[475] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[481] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[487] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[493] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[499] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[505] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[511] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[517] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[523] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[529] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[535] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[541] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[547] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[553] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[559] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[565] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[571] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[577] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[583] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[589] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[595] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[601] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[607] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[613] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[625] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[631] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[637] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[643] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[649] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[655] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[661] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[667] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[673] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[679] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[685] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[691] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[709] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[715] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[721] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[727] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[733] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[739] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[745] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[751] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[757] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[763] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[769] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[775] "subtype1" "subtype2" "subtype2"
  [1] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [13] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [19] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
 [25] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [31] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
 [37] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [43] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
 [49] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [55] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
 [61] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
 [67] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
 [79] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
 [85] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [91] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
 [97] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[103] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[109] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[121] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[133] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[139] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[169] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[175] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[181] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[187] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[193] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[199] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[205] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[217] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[223] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[229] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[235] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[241] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[247] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[253] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[259] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[265] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[271] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[277] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[283] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[289] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[295] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[301] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[307] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[313] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[319] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[325] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[337] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[343] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[349] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[355] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[361] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[367] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[373] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[379] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[385] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[391] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[397] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[403] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[409] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[415] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[427] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[433] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[439] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[445] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[457] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[463] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[469] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[475] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[481] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[487] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[493] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[499] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype3"
[505] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[511] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[517] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[523] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[529] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[535] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[541] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[547] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[553] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[559] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[565] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[571] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[577] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[583] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[589] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[595] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[601] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[607] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[613] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[625] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[631] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[637] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[643] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[649] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[655] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[661] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[667] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[673] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[679] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[685] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[691] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[709] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[715] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[721] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[727] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[733] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[739] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[745] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[751] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[757] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[763] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[769] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[775] "subtype1" "subtype2" "subtype2"
D8V2, continuous
D8V3, binary
          cls
clus         0   1
  subtype1 409   8
  subtype2 217   1
  subtype3 199   0
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  409    8
  subtype2  217    1
  subtype3  199    0
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      409      217      199
  MALE          8        1        0
D8V4, binary
          cls
clus         0   1
  subtype1  87 330
  subtype2  58 160
  subtype3  52 147
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   87  330
  subtype2   58  160
  subtype3   52  147
     clus
vv    subtype1 subtype2 subtype3
  NO        87       58       52
  YES      330      160      147

Clustering(9) Variable = MIRSEQ_CNMF
D9V1, survival
          sevent
clus2        0   1
  subtype1 159  19
  subtype2 344  37
  subtype3 181  39
subtype1 subtype2 subtype3 
     178      381      220 
subtype1 subtype2 subtype3 
      19       37       39 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SD TCGA-A1-A0SF TCGA-A1-A0SI TCGA-A2-A0CU TCGA-A2-A0CV 
        8.52        14.37        48.10        20.84         5.16        61.48 
TCGA-A2-A0CZ TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0ES TCGA-A2-A0EV TCGA-A2-A0EW 
       43.99        82.68        71.70        32.91        17.92        25.32 
TCGA-A2-A0EX TCGA-A2-A0SU TCGA-A2-A0T1 TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T6 
       18.05        44.42        10.59        14.99        12.99        11.31 
TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G6 TCGA-A2-A259 
       10.98         8.81        13.45        12.49         4.34        42.25 
TCGA-A2-A25A TCGA-A2-A25D TCGA-A2-A3KD TCGA-A7-A26E TCGA-A7-A26G TCGA-A7-A26H 
       97.58         7.99        26.40        13.84         6.87         2.10 
TCGA-A7-A3IY TCGA-A7-A3J1 TCGA-A8-A097 TCGA-A8-A0A6 TCGA-AC-A23G TCGA-AC-A2B8 
        4.96         2.47        12.00        21.04        10.82         1.45 
TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM TCGA-AC-A2FO 
        1.45        55.40        36.99        38.79        26.04        50.70 
TCGA-AC-A2QJ TCGA-AC-A3BB TCGA-AC-A3HN TCGA-AC-A3OD TCGA-AN-A0FS TCGA-AN-A0XV 
        2.27         0.99         0.69         1.15         6.28         5.33 
TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03V TCGA-AO-A0J9 TCGA-AO-A0JC TCGA-AO-A0JF 
       56.12        39.02        29.13        41.26        50.86        11.64 
TCGA-AO-A0JG TCGA-AO-A128 TCGA-AO-A12A TCGA-AO-A12E TCGA-AO-A1KO TCGA-AQ-A04J 
       14.76        94.59        90.54        57.27        14.73         5.23 
TCGA-AQ-A1H3 TCGA-AR-A0TY TCGA-AR-A1AJ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AO 
        4.54        55.86        52.73        51.22        48.82        43.53 
TCGA-AR-A1AU TCGA-AR-A1AX TCGA-AR-A24P TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A252 
       46.32        36.26         0.85        53.26        50.96        40.64 
TCGA-AR-A2LH TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0IH 
       20.22        40.01        17.06        20.81        16.96       112.37 
TCGA-B6-A0IK TCGA-B6-A0RQ TCGA-B6-A0RU TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A1KI 
       18.77       140.48       131.21       157.41        97.48        48.10 
TCGA-B6-A2IU TCGA-BH-A0AZ TCGA-BH-A0B5 TCGA-BH-A0B6 TCGA-BH-A0B7 TCGA-BH-A0BA 
      159.12        28.50        48.36        56.94        56.98        37.22 
TCGA-BH-A0BD TCGA-BH-A0BF TCGA-BH-A0BO TCGA-BH-A0BQ TCGA-BH-A0BZ TCGA-BH-A0C3 
       18.21        25.68        35.67        27.16        49.05        48.13 
TCGA-BH-A0DE TCGA-BH-A0DI TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DT TCGA-BH-A0DV 
       31.17        22.13        17.26        15.65        38.47        45.17 
TCGA-BH-A0DX TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0HF 
       47.41        46.19        32.65        37.78        35.51        23.90 
TCGA-BH-A0HP TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A18F TCGA-BH-A18M TCGA-BH-A1EO 
       13.61         5.75        17.85         8.81        72.56        91.99 
TCGA-BH-A1EU TCGA-BH-A1EW TCGA-BH-A1EX TCGA-BH-A1F0 TCGA-BH-A1FB TCGA-BH-A1FE 
       42.28        55.69        49.58        25.81       120.62        74.73 
TCGA-BH-A1FH TCGA-BH-A1FU TCGA-BH-A201 TCGA-BH-A28O TCGA-C8-A26X TCGA-C8-A26Y 
       36.92        72.07         6.87        10.62         0.36         0.43 
TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1JH TCGA-D8-A1JU TCGA-D8-A1X8 TCGA-D8-A1XB 
        1.61        11.31         9.34         3.48         8.94         6.61 
TCGA-D8-A1XM TCGA-D8-A27I TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27M TCGA-D8-A27N 
        7.17         6.08         3.88         4.11         4.73         4.77 
TCGA-D8-A27P TCGA-D8-A27R TCGA-D8-A27T TCGA-E2-A108 TCGA-E2-A14N TCGA-E2-A14Q 
        0.72         2.96         4.44         4.08        44.38        32.02 
TCGA-E2-A14U TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15M TCGA-E2-A1B1 TCGA-E2-A1B6 
       27.55        10.36        17.00         7.69        44.75        11.11 
TCGA-E2-A1BC TCGA-E2-A1BD TCGA-E2-A1IF TCGA-E2-A1IH TCGA-E2-A1IK TCGA-E2-A1IU 
        9.76        10.42        31.43        21.63        17.03         4.18 
TCGA-E2-A1L6 TCGA-E2-A2P5 TCGA-E2-A3DX TCGA-E9-A227 TCGA-E9-A295 TCGA-E9-A2JT 
       43.13        10.72         7.13         0.79         0.69         0.76 
TCGA-EW-A1IW TCGA-EW-A1J2 TCGA-EW-A1P1 TCGA-EW-A1P7 TCGA-EW-A1PD TCGA-EW-A1PF 
        8.28         4.57        30.21        20.88         5.72         4.57 
TCGA-EW-A1PG TCGA-EW-A2FS TCGA-EW-A2FV TCGA-GI-A2C8 TCGA-GM-A2DD TCGA-GM-A2DI 
       28.77        38.56         7.82         6.97        43.04        61.91 
TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DN TCGA-GM-A3NW 
       62.33        90.81        77.33        98.04 

$subtype2
TCGA-A1-A0SE TCGA-A1-A0SG TCGA-A1-A0SH TCGA-A1-A0SJ TCGA-A1-A0SM TCGA-A1-A0SN 
       43.40        14.24        47.24        14.01         7.96        39.32 
TCGA-A1-A0SQ TCGA-A2-A04N TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A04W TCGA-A2-A04Y 
       18.18       103.66        77.72        63.12        63.06        25.08 
TCGA-A2-A0CP TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT TCGA-A2-A0D3 TCGA-A2-A0D4 
       82.03        78.64        75.55        63.02        24.20        16.31 
TCGA-A2-A0EM TCGA-A2-A0ER TCGA-A2-A0ET TCGA-A2-A0EU TCGA-A2-A0EY TCGA-A2-A0SV 
       90.64        62.53        26.53        24.10        15.95        27.12 
TCGA-A2-A0SY TCGA-A2-A0T5 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YD TCGA-A2-A0YF 
       37.94        10.55        13.05        21.14        18.08         9.50 
TCGA-A2-A0YH TCGA-A2-A0YI TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW TCGA-A2-A1FX 
       12.46        11.77        23.77        15.12         7.27        30.74 
TCGA-A2-A1G4 TCGA-A2-A25B TCGA-A2-A25C TCGA-A2-A25E TCGA-A7-A0CD TCGA-A7-A0CG 
       12.23         8.48         9.37        82.55         5.59         5.46 
TCGA-A7-A0CH TCGA-A7-A0D9 TCGA-A7-A0DB TCGA-A7-A13F TCGA-A7-A13G TCGA-A7-A26J 
        5.29         5.23         4.60         6.44         6.84         2.20 
TCGA-A7-A2KD TCGA-A7-A3IZ TCGA-A7-A3J0 TCGA-A7-A3RF TCGA-A8-A06P TCGA-A8-A06Q 
        5.95         4.87         2.50         1.78        13.02         1.02 
TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A079 
       41.06        29.00        26.01         1.02        17.00         9.01 
TCGA-A8-A07B TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A07J TCGA-A8-A07P TCGA-A8-A07S 
       33.01        19.99        18.94        12.00        10.98         7.96 
TCGA-A8-A07Z TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08G 
       28.04        15.06        36.95        13.02         0.99        19.92 
TCGA-A8-A08I TCGA-A8-A08O TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A091 
       12.00        30.97        19.07        93.04        40.01        19.07 
TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09B 
       17.03        17.92        41.95         9.99         9.99        12.00 
TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09E TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N 
        1.02        13.02        30.97        29.95        15.02         1.02 
TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 
       25.02         8.98        19.00        12.00        19.00        13.02 
TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23C TCGA-AC-A23E TCGA-AC-A23H 
       13.02        17.00        38.04         0.95         2.37         2.66 
TCGA-AC-A2BM TCGA-AC-A2QI TCGA-AN-A03X TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 
       38.20         0.92         0.33         0.23         0.33         0.62 
TCGA-AN-A0AK TCGA-AN-A0AS TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FN 
        7.33         0.30         6.41         4.60         6.97         7.17 
TCGA-AN-A0XL TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS 
        0.33         0.33        12.33         0.30         0.33         0.33 
TCGA-AN-A0XT TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03N TCGA-AO-A0J3 
        0.33         5.59        80.28        47.84        54.08         9.93 
TCGA-AO-A0J5 TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0JA TCGA-AO-A0JB TCGA-AO-A0JI 
       24.16         8.55         9.11        11.38        37.81        38.53 
TCGA-AO-A0JJ TCGA-AO-A0JM TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A12B TCGA-AO-A12C 
       49.71        60.03        99.22        93.70        77.56        65.52 
TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KP TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H 
       41.59        28.34        82.62         0.53        17.79        14.43 
TCGA-AQ-A1H2 TCGA-AR-A0TR TCGA-AR-A0TV TCGA-AR-A0TX TCGA-AR-A0TZ TCGA-AR-A0U3 
        6.48         5.26        29.72         0.49        43.17        74.40 
TCGA-AR-A1AN TCGA-AR-A1AP TCGA-AR-A1AS TCGA-AR-A1AT TCGA-AR-A1AV TCGA-AR-A1AW 
       43.69        39.95        40.83        41.82        42.58        35.24 
TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O TCGA-AR-A24R 
       50.89        73.02        65.42        68.19        65.65        57.37 
TCGA-AR-A24S TCGA-AR-A24V TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 TCGA-AR-A255 
       62.07        54.18        48.16        51.75        56.12        34.78 
TCGA-AR-A2LE TCGA-AR-A2LK TCGA-AR-A2LL TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0IA 
      128.65        42.84         7.33       149.56        24.62       220.87 
TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IG TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO 
      129.57        50.70       146.50       126.12        84.59       110.14 
TCGA-B6-A0IP TCGA-B6-A0RG TCGA-B6-A0RH TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM 
      110.93        68.45       188.98       223.40        81.17        78.02 
TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW 
      172.96       162.02       102.77       177.40        79.63        17.95 
TCGA-B6-A0WY TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A1KC 
      113.75       129.57       129.70        28.24        68.94        43.59 
TCGA-B6-A1KN TCGA-BH-A0AU TCGA-BH-A0AY TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B4 
      109.48        24.53        25.55        46.92        37.74        39.16 
TCGA-BH-A0B8 TCGA-BH-A0BC TCGA-BH-A0BJ TCGA-BH-A0BM TCGA-BH-A0BP TCGA-BH-A0BR 
       51.58        32.02        21.70        36.72        48.69        53.65 
TCGA-BH-A0BS TCGA-BH-A0BV TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DG TCGA-BH-A0DH 
       53.92        49.94        43.99        42.90        23.44        38.01 
TCGA-BH-A0DK TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0E1 TCGA-BH-A0E7 TCGA-BH-A0EI 
       13.91         3.22         2.53        15.68        44.78        24.43 
TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HA 
       10.78        15.16        24.56        23.05        41.00        28.14 
TCGA-BH-A0HB TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HO TCGA-BH-A0HQ TCGA-BH-A0HU 
       26.50        20.35         5.85         2.50        36.85        12.89 
TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0W3 TCGA-BH-A0W7 TCGA-BH-A18I 
       51.29        27.25        28.50         5.92        18.35         7.23 
TCGA-BH-A18J TCGA-BH-A18K TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18S TCGA-BH-A1EN 
       20.09        90.81        37.74        30.28        66.05        67.46 
TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EV TCGA-BH-A1EY TCGA-BH-A1F5 TCGA-BH-A1F8 
      113.82        82.85        12.00        17.69        89.16        24.62 
TCGA-BH-A1FG TCGA-BH-A1FL TCGA-BH-A1FR TCGA-BH-A204 TCGA-BH-A28Q TCGA-C8-A138 
      122.89        55.00       144.59        83.31         6.44         0.23 
TCGA-C8-A1HI TCGA-C8-A1HK TCGA-C8-A1HL TCGA-C8-A1HN TCGA-C8-A26V TCGA-C8-A26W 
        0.07         0.23         0.07         0.07         0.30         0.23 
TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A27A TCGA-D8-A140 TCGA-D8-A141 
        0.13         0.20         0.03        12.20         0.89         3.72 
TCGA-D8-A1J8 TCGA-D8-A1J9 TCGA-D8-A1JD TCGA-D8-A1JE TCGA-D8-A1JI TCGA-D8-A1JJ 
        8.42         8.15         8.98         1.87         0.69         9.01 
TCGA-D8-A1JN TCGA-D8-A1JP TCGA-D8-A1JS TCGA-D8-A1JT TCGA-D8-A1X6 TCGA-D8-A1X7 
        7.13         5.49         3.45         4.04         7.76         2.79 
TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XG TCGA-D8-A1XO 
       12.49         9.01         2.66         5.10         6.44         7.96 
TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XU TCGA-D8-A1XY TCGA-D8-A1Y0 TCGA-D8-A1Y1 
        5.52         0.59         4.90         2.66         5.46         3.78 
TCGA-D8-A1Y2 TCGA-D8-A27E TCGA-D8-A27G TCGA-D8-A27V TCGA-D8-A27W TCGA-E2-A105 
        2.37         5.98         6.87         2.40         0.49        38.24 
TCGA-E2-A106 TCGA-E2-A107 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C 
       51.12        25.08        38.53        11.57        24.59        28.04 
TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14O TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A14W 
       13.74        11.84        38.53        27.42        29.26        27.39 
TCGA-E2-A14Z TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 
       17.03        19.33        19.27        10.68        18.18        15.81 
TCGA-E2-A15C TCGA-E2-A15F TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I TCGA-E2-A15J 
       16.31        15.39        10.36         1.38        13.51        15.22 
TCGA-E2-A15K TCGA-E2-A15O TCGA-E2-A15P TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T 
        1.12        12.99        10.36        10.85         9.01         8.78 
TCGA-E2-A1B4 TCGA-E2-A1B5 TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1IJ TCGA-E2-A1IL 
       29.95        25.45        32.32        24.82        23.84         0.46 
TCGA-E2-A1IN TCGA-E2-A1IO TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA TCGA-E2-A1LB 
       12.89        14.73        33.37        12.76        15.22        31.96 
TCGA-E2-A2P6 TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1R6 TCGA-E9-A1R7 
        5.49         0.62         2.10         0.95         2.76         1.12 
TCGA-E9-A1RA TCGA-E9-A1RC TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RG 
        0.95        40.37         0.66         1.55         1.25         1.15 
TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A245 TCGA-E9-A247 TCGA-E9-A249 TCGA-E9-A24A 
        1.58         0.53         0.82         0.39         0.92         0.33 
TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ TCGA-EW-A1J1 TCGA-EW-A1J3 TCGA-EW-A1J5 
       35.57         8.48         8.55         9.27         8.28         7.46 
TCGA-EW-A1J6 TCGA-EW-A1OX TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P3 
       19.56        18.48        19.50        30.94        36.85        32.45 
TCGA-EW-A1P5 TCGA-EW-A1P6 TCGA-EW-A1PE TCGA-EW-A2FW TCGA-GM-A2D9 TCGA-GM-A2DA 
       12.00        10.26         3.48         6.25        59.57       194.27 
TCGA-GM-A2DC TCGA-GM-A2DM TCGA-GM-A3NY 
       53.52        76.64        24.43 

$subtype3
TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P TCGA-A2-A04Q TCGA-A2-A04T 
       31.79        28.01        19.17        17.98        41.92        64.11 
TCGA-A2-A04U TCGA-A2-A04X TCGA-A2-A0CL TCGA-A2-A0CM TCGA-A2-A0CY TCGA-A2-A0D0 
       22.03        44.35        60.07        24.79        42.35        21.14 
TCGA-A2-A0D1 TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0ST TCGA-A2-A0SW TCGA-A2-A0SX 
       25.84        25.02        67.50        54.02        44.84        42.35 
TCGA-A2-A0T0 TCGA-A2-A0T2 TCGA-A2-A0YG TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A7-A0CE 
       11.08         7.96        13.28        21.73        12.20         8.32 
TCGA-A7-A0CJ TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26I 
        6.18        12.26         8.78         9.44         8.45         4.01 
TCGA-A8-A06O TCGA-A8-A06R TCGA-A8-A076 TCGA-A8-A07C TCGA-A8-A07G TCGA-A8-A07I 
       13.02        17.95        53.95        19.07        18.94        14.01 
TCGA-A8-A07L TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A07W TCGA-A8-A082 
       17.00         9.99         8.98         9.96         9.99        18.05 
TCGA-A8-A08B TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09I 
       23.08        37.05         9.99         0.99        33.99        33.07 
TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AC-A2BK TCGA-AC-A2QH TCGA-AN-A03Y TCGA-AN-A04A 
       14.01         0.99        38.53         1.02         0.33         2.93 
TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AL TCGA-AN-A0AM TCGA-AN-A0AR 
        1.78         1.71         7.99         6.48         0.16         0.30 
TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0FW TCGA-AN-A0FX 
        7.92         7.56         6.02         0.33         0.36         0.33 
TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A03O TCGA-AO-A03U 
        0.33         0.33         0.53         0.33        81.63        59.05 
TCGA-AO-A0J2 TCGA-AO-A0J4 TCGA-AO-A0J6 TCGA-AO-A0JD TCGA-AO-A0JE TCGA-AO-A0JL 
       19.23         9.67        25.48        59.61        64.60        43.36 
TCGA-AO-A124 TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F TCGA-AO-A1KQ TCGA-AO-A1KR 
      102.54        96.10        64.04        48.36        49.94        70.36 
TCGA-AQ-A04L TCGA-AQ-A0Y5 TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TS TCGA-AR-A0TT 
      109.94         5.29        78.64        49.32        37.41        55.20 
TCGA-AR-A0U1 TCGA-AR-A0U2 TCGA-AR-A0U4 TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AQ 
        6.08        83.87        53.49        75.55        61.84        43.04 
TCGA-AR-A1AR TCGA-AR-A1AY TCGA-AR-A24H TCGA-AR-A24Q TCGA-AR-A24U TCGA-AR-A251 
       17.19        20.19       109.58        66.02        53.36        45.14 
TCGA-AR-A254 TCGA-AR-A256 TCGA-AR-A2LR TCGA-B6-A0I1 TCGA-B6-A0I2 TCGA-B6-A0I6 
       39.85        93.83        20.38        77.62       125.79        32.58 
TCGA-B6-A0I9 TCGA-B6-A0IE TCGA-B6-A0IJ TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RS 
       12.13        65.69       176.98       127.27       211.53       100.67 
TCGA-B6-A0RT TCGA-B6-A0WX TCGA-B6-A0X7 TCGA-B6-A1KF TCGA-BH-A0AV TCGA-BH-A0AW 
       89.46        21.47        58.88       101.52        38.79        20.45 
TCGA-BH-A0B3 TCGA-BH-A0B9 TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BT TCGA-BH-A0BW 
       39.55        51.68        24.85        44.02        45.57        11.67 
TCGA-BH-A0C0 TCGA-BH-A0DD TCGA-BH-A0DL TCGA-BH-A0DZ TCGA-BH-A0E0 TCGA-BH-A0E6 
       41.75        45.80        48.23        16.27         4.37         9.60 
TCGA-BH-A0EE TCGA-BH-A0GY TCGA-BH-A0HL TCGA-BH-A0HN TCGA-BH-A0RX TCGA-BH-A0WA 
       31.00        30.15         2.37        16.96         5.59        12.23 
TCGA-BH-A18G TCGA-BH-A18L TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18T TCGA-BH-A18U 
        2.01        26.66        55.63        37.51         7.36        51.39 
TCGA-BH-A18V TCGA-BH-A1F2 TCGA-BH-A1F6 TCGA-BH-A1FC TCGA-BH-A1FJ TCGA-BH-A1FM 
       51.12        31.53        97.48       114.12        63.35        45.63 
TCGA-BH-A1FN TCGA-BH-A202 TCGA-BH-A203 TCGA-BH-A208 TCGA-BH-A209 TCGA-C8-A1HJ 
       72.07         0.72        38.60        57.83       130.16         0.16 
TCGA-C8-A1HM TCGA-C8-A275 TCGA-C8-A278 TCGA-C8-A27B TCGA-D8-A13Y TCGA-D8-A13Z 
        0.20         0.03         0.03         0.99         8.68         6.90 
TCGA-D8-A142 TCGA-D8-A147 TCGA-D8-A1JA TCGA-D8-A1JC TCGA-D8-A1JF TCGA-D8-A1JG 
        2.01         0.07         0.59         5.85         3.16         6.15 
TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1X5 TCGA-D8-A1XF TCGA-D8-A1XJ TCGA-D8-A1XK 
        3.58         8.71         5.62         6.48        11.57        10.72 
TCGA-D8-A1XL TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XV TCGA-D8-A1XW TCGA-D8-A1XZ 
       10.49         5.82         6.35         4.80         3.85         3.95 
TCGA-D8-A1Y3 TCGA-D8-A27F TCGA-D8-A27H TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14V 
        4.08         7.46         4.60        16.01        27.78        24.59 
TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A15A 
       22.75        22.62        19.43        14.79        16.93        16.50 
TCGA-E2-A1B0 TCGA-E2-A1II TCGA-E2-A1L7 TCGA-E2-A1LE TCGA-E2-A1LG TCGA-E2-A1LI 
       41.79        27.95        20.81        28.90        11.51        90.41 
TCGA-E2-A1LK TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E9-A1R5 TCGA-E9-A1RB TCGA-E9-A1RH 
        8.75        33.34         7.86         1.38         0.69         0.46 
TCGA-E9-A243 TCGA-E9-A244 TCGA-E9-A248 TCGA-E9-A2JS TCGA-EW-A1OV TCGA-EW-A1P4 
        1.41         0.66         0.69         0.43        17.16        16.47 
TCGA-EW-A1P8 TCGA-EW-A1PB TCGA-EW-A1PC TCGA-EW-A1PH TCGA-EW-A2FR TCGA-GI-A2C9 
        7.86        19.99         6.12         4.57        36.82        23.11 
TCGA-GM-A2DB TCGA-GM-A2DF TCGA-GM-A2DH TCGA-GM-A2DO 
       53.10        42.71        42.28        53.33 

subtype1 subtype2 subtype3 
    0.36     0.03     0.03 
subtype1 subtype2 subtype3 
  159.12   223.40   211.53 
subtype1 subtype2 subtype3 
   20.96    17.92    19.20 
[1] "0.4 - 159.1 (21.0)" "0.0 - 223.4 (17.9)" "0.0 - 211.5 (19.2)"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
  [7] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [43] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [49] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
 [55] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [85] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
 [91] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [97] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[103] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[109] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[115] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[127] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[133] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[145] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[151] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[157] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[163] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[181] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[199] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[205] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[211] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[223] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[229] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[235] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[241] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[247] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[253] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[265] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[271] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[277] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[283] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[289] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[295] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[307] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[313] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[319] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[325] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[331] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[337] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[343] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[355] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[361] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[367] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[373] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[385] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[391] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[397] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[403] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[409] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[421] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[427] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[433] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[439] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[445] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[451] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[457] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[463] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[469] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[475] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[481] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[487] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[493] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[499] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[505] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[511] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[517] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[523] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[529] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[535] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[541] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[547] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[559] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[565] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[571] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[577] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[583] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[595] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[601] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[607] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[613] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[619] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[625] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[637] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[643] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[649] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[655] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[661] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[667] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[673] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[679] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[685] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[691] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[703] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[709] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[715] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[721] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[727] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[733] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[739] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[745] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[751] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[757] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[763] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[769] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[775] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
  [7] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [43] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [49] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
 [55] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [85] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
 [91] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [97] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[103] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[109] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[115] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[127] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[133] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[145] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[151] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[157] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[163] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[181] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[199] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[205] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[211] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[223] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[229] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[235] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[241] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[247] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[253] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[265] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[271] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[277] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[283] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[289] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[295] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[307] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[313] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[319] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[325] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[331] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[337] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[343] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[355] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[361] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[367] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[373] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[385] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[391] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[397] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[403] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[409] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[421] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[427] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[433] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[439] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[445] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[451] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[457] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[463] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[469] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[475] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[481] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[487] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[493] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[499] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[505] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[511] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[517] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[523] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[529] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[535] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[541] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[547] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[559] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[565] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[571] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[577] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[583] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[595] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[601] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[607] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[613] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[619] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[625] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[637] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[643] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[649] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[655] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[661] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[667] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[673] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[679] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[685] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[691] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[703] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[709] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[715] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[721] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[727] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[733] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[739] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[745] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[751] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[757] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[763] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[769] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[775] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
  [7] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [43] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [49] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
 [55] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
 [67] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [85] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
 [91] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [97] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[103] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[109] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[115] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[127] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[133] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[145] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[151] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[157] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[163] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[181] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[187] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[193] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[199] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[205] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[211] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[223] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[229] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[235] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[241] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[247] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[253] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[265] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[271] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[277] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[283] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[289] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[295] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[307] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[313] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[319] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[325] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[331] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[337] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[343] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[355] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[361] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[367] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[373] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[385] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[391] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[397] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[403] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[409] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[421] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
[427] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[433] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[439] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[445] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[451] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[457] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[463] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[469] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[475] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[481] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[487] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[493] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[499] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[505] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[511] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[517] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[523] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[529] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[535] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[541] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[547] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[559] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[565] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[571] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[577] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[583] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[595] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[601] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[607] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[613] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[619] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[625] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[637] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[643] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[649] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[655] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[661] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[667] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[673] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[679] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[685] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[691] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[703] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[709] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[715] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[721] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[727] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[733] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[739] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[745] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[751] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[757] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[763] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[769] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[775] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
D9V2, continuous
D9V3, binary
          cls
clus         0   1
  subtype1 184   1
  subtype2 405   6
  subtype3 240   2
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  184    1
  subtype2  405    6
  subtype3  240    2
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      184      405      240
  MALE          1        6        2
D9V4, binary
          cls
clus         0   1
  subtype1  37 148
  subtype2 102 309
  subtype3  54 188
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   37  148
  subtype2  102  309
  subtype3   54  188
     clus
vv    subtype1 subtype2 subtype3
  NO        37      102       54
  YES      148      309      188

Clustering(10) Variable = MIRSEQ_CHIERARCHICAL
D10V1, survival
          sevent
clus2        0   1
  subtype1 162  30
  subtype2 206  31
  subtype3 316  34
subtype1 subtype2 subtype3 
     192      237      350 
subtype1 subtype2 subtype3 
      30       31       34 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SI TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A04P 
        8.52        20.84        31.79        28.01        19.17        17.98 
TCGA-A2-A04Q TCGA-A2-A04T TCGA-A2-A04U TCGA-A2-A0CL TCGA-A2-A0CM TCGA-A2-A0CY 
       41.92        64.11        22.03        60.07        24.79        42.35 
TCGA-A2-A0D0 TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0EV TCGA-A2-A0ST TCGA-A2-A0SX 
       21.14        25.02        67.50        17.92        54.02        42.35 
TCGA-A2-A0T0 TCGA-A2-A0T2 TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A7-A0CE TCGA-A7-A0DA 
       11.08         7.96        21.73        12.20         8.32        12.26 
TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26I TCGA-A8-A06R 
        8.78         9.44         8.45         6.87         4.01        17.95 
TCGA-A8-A06U TCGA-A8-A07B TCGA-A8-A07C TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U 
       29.00        33.01        19.07         9.99         8.98         9.96 
TCGA-A8-A07W TCGA-A8-A082 TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A097 TCGA-A8-A09K 
        9.99        18.05         0.99        33.99        12.00        29.95 
TCGA-A8-A09X TCGA-AC-A2BK TCGA-AC-A2QH TCGA-AC-A2QJ TCGA-AN-A04C TCGA-AN-A0AL 
       14.01        38.53         1.02         2.27         1.78         6.48 
TCGA-AN-A0AR TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FW TCGA-AN-A0FX TCGA-AN-A0FY 
        0.30         7.92         7.56         0.36         0.33         0.33 
TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A03U TCGA-AO-A0J2 TCGA-AO-A0J4 
        0.33         0.53         0.33        59.05        19.23         9.67 
TCGA-AO-A0J6 TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A129 TCGA-AO-A12D 
       25.48        64.60        43.36       102.54        96.10        64.04 
TCGA-AO-A12F TCGA-AO-A1KR TCGA-AO-A1KS TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AQ-A0Y5 
       48.36        70.36         0.53         5.23       109.94         5.29 
TCGA-AR-A0TP TCGA-AR-A0TS TCGA-AR-A0TT TCGA-AR-A0TY TCGA-AR-A0U1 TCGA-AR-A0U4 
       78.64        37.41        55.20        55.86         6.08        53.49 
TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AO TCGA-AR-A1AQ TCGA-AR-A1AR 
       75.55        61.84        52.73        43.53        43.04        17.19 
TCGA-AR-A1AX TCGA-AR-A1AY TCGA-AR-A24Q TCGA-AR-A24S TCGA-AR-A24U TCGA-AR-A251 
       36.26        20.19        66.02        62.07        53.36        45.14 
TCGA-AR-A256 TCGA-AR-A2LR TCGA-B6-A0I1 TCGA-B6-A0I2 TCGA-B6-A0I6 TCGA-B6-A0I9 
       93.83        20.38        77.62       125.79        32.58        12.13 
TCGA-B6-A0IJ TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RS TCGA-B6-A0RT TCGA-B6-A0RU 
      176.98       127.27       211.53       100.67        89.46       131.21 
TCGA-B6-A0X7 TCGA-B6-A1KF TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0B3 TCGA-BH-A0B7 
       58.88       101.52        38.79        20.45        39.55        56.98 
TCGA-BH-A0B9 TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BW TCGA-BH-A0C3 TCGA-BH-A0DL 
       51.68        24.85        44.02        11.67        48.13        48.23 
TCGA-BH-A0DZ TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0HL TCGA-BH-A0HN TCGA-BH-A0RX 
       16.27         4.37         9.60         2.37        16.96         5.59 
TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18Q TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A18V 
       12.23         2.01        55.63         7.36        51.39        51.12 
TCGA-BH-A1EX TCGA-BH-A1F0 TCGA-BH-A1F6 TCGA-BH-A1FC TCGA-BH-A1FU TCGA-BH-A203 
       49.58        25.81        97.48       114.12        72.07        38.60 
TCGA-BH-A208 TCGA-C8-A1HJ TCGA-C8-A1HN TCGA-C8-A26Y TCGA-C8-A278 TCGA-C8-A27B 
       57.83         0.16         0.07         0.43         0.03         0.99 
TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A147 TCGA-D8-A1JC TCGA-D8-A1JF TCGA-D8-A1JG 
        6.90         2.01         0.07         5.85         3.16         6.15 
TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1XF TCGA-D8-A1XK TCGA-D8-A1XQ TCGA-D8-A1XT 
        3.58         8.71         6.48        10.72         5.82         6.35 
TCGA-D8-A1XW TCGA-D8-A1XZ TCGA-D8-A27F TCGA-D8-A27H TCGA-D8-A27M TCGA-D8-A27R 
        3.85         3.95         7.46         4.60         4.73         2.96 
TCGA-E2-A14N TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14W TCGA-E2-A14X TCGA-E2-A14Y 
       44.38        16.01        27.78        27.39        22.75        22.62 
TCGA-E2-A14Z TCGA-E2-A150 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A1B0 TCGA-E2-A1B6 
       17.03        19.43        14.79        16.93        41.79        11.11 
TCGA-E2-A1II TCGA-E2-A1LA TCGA-E2-A1LB TCGA-E2-A1LE TCGA-E2-A1LG TCGA-E2-A1LI 
       27.95        15.22        31.96        28.90        11.51        90.41 
TCGA-E2-A1LK TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E9-A1RH TCGA-E9-A243 TCGA-E9-A244 
        8.75        33.34         7.86         0.46         1.41         0.66 
TCGA-E9-A248 TCGA-EW-A1OY TCGA-EW-A1P4 TCGA-EW-A1P7 TCGA-EW-A1P8 TCGA-EW-A1PB 
        0.69        19.50        16.47        20.88         7.86        19.99 
TCGA-EW-A1PH TCGA-EW-A2FR TCGA-GI-A2C9 TCGA-GM-A2DA TCGA-GM-A2DF TCGA-GM-A2DH 
        4.57        36.82        23.11       194.27        42.71        42.28 

$subtype2
TCGA-A1-A0SG TCGA-A1-A0SJ TCGA-A1-A0SM TCGA-A1-A0SQ TCGA-A2-A04R TCGA-A2-A04X 
       14.24        14.01         7.96        18.18        77.72        44.35 
TCGA-A2-A0CQ TCGA-A2-A0D1 TCGA-A2-A0D4 TCGA-A2-A0ET TCGA-A2-A0EY TCGA-A2-A0SV 
       78.64        25.84        16.31        26.53        15.95        27.12 
TCGA-A2-A0SW TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YG TCGA-A2-A0YH TCGA-A2-A0YT 
       44.84        21.14         9.50        13.28        12.46        23.77 
TCGA-A2-A1FV TCGA-A2-A1FW TCGA-A2-A1FX TCGA-A2-A1G4 TCGA-A2-A25B TCGA-A2-A25C 
       15.12         7.27        30.74        12.23         8.48         9.37 
TCGA-A2-A25E TCGA-A7-A0CD TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A3IY TCGA-A7-A3J0 
       82.55         5.59         6.18         5.23         4.96         2.50 
TCGA-A7-A3RF TCGA-A8-A06O TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06T TCGA-A8-A06Z 
        1.78        13.02        13.02         1.02        41.06         1.02 
TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07I TCGA-A8-A07J TCGA-A8-A07L 
       17.00        53.95         9.01        14.01        12.00        17.00 
TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07Z TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 
       10.98         7.96        28.04        15.06        36.95        13.02 
TCGA-A8-A08B TCGA-A8-A08G TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08O 
       23.08        19.92        12.00        37.05         9.99        30.97 
TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A092 TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09C 
       19.07        93.04        17.03         9.99         9.99         1.02 
TCGA-A8-A09D TCGA-A8-A09E TCGA-A8-A09I TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09Q 
       13.02        30.97        33.07        15.02         1.02        25.02 
TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A0A7 TCGA-A8-A0A9 TCGA-A8-A0AD TCGA-AC-A23C 
        8.98        19.00         0.99        13.02        38.04         0.95 
TCGA-AC-A23H TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 
        2.66         0.33         0.33         0.23         0.33         0.62 
TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AM TCGA-AN-A0AS TCGA-AN-A0FF 
        1.71         7.99         7.33         0.16         0.30         4.60 
TCGA-AN-A0FK TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0XN TCGA-AN-A0XR TCGA-AN-A0XT 
        6.97         6.02         0.33         0.33         0.33         0.33 
TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03O TCGA-AO-A03V TCGA-AO-A0J3 TCGA-AO-A0J7 
       80.28        47.84        81.63        29.13         9.93         8.55 
TCGA-AO-A0JB TCGA-AO-A0JD TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 TCGA-AO-A12B 
       37.81        59.61        38.53        60.03        99.22        77.56 
TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KQ TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AR-A0TQ 
       41.59        28.34        49.94        17.79        14.43        49.32 
TCGA-AR-A0TV TCGA-AR-A0TX TCGA-AR-A0U2 TCGA-AR-A1AS TCGA-AR-A24H TCGA-AR-A24R 
       29.72         0.49        83.87        40.83       109.58        57.37 
TCGA-AR-A24V TCGA-AR-A24Z TCGA-AR-A250 TCGA-B6-A0I8 TCGA-B6-A0IA TCGA-B6-A0IC 
       54.18        51.75        56.12        24.62       220.87        50.70 
TCGA-B6-A0IG TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0RG TCGA-B6-A0RH 
      146.50       126.12        84.59       110.14        68.45       188.98 
TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0WY TCGA-B6-A0WZ TCGA-B6-A0X4 TCGA-B6-A0X5 
      223.40        81.17       113.75       129.57        28.24        68.94 
TCGA-B6-A1KC TCGA-B6-A1KN TCGA-BH-A0AU TCGA-BH-A0B1 TCGA-BH-A0B4 TCGA-BH-A0B8 
       43.59       109.48        24.53        37.74        39.16        51.58 
TCGA-BH-A0BP TCGA-BH-A0C0 TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DQ TCGA-BH-A0E1 
       48.69        41.75        45.80        38.01         3.22        15.68 
TCGA-BH-A0E7 TCGA-BH-A0EE TCGA-BH-A0EI TCGA-BH-A0GY TCGA-BH-A0H0 TCGA-BH-A0H6 
       44.78        31.00        24.43        30.15        15.16        24.56 
TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HB TCGA-BH-A0HO TCGA-BH-A0HW TCGA-BH-A0HX 
       23.05        41.00        26.50         2.50        51.29        27.25 
TCGA-BH-A0W3 TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18R TCGA-BH-A18S TCGA-BH-A1EN 
        5.92        26.66        37.74        37.51        66.05        67.46 
TCGA-BH-A1ES TCGA-BH-A1EV TCGA-BH-A1EW TCGA-BH-A1F5 TCGA-BH-A1F8 TCGA-BH-A1FG 
      113.82        12.00        55.69        89.16        24.62       122.89 
TCGA-BH-A1FJ TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A1FR TCGA-BH-A204 TCGA-C8-A1HI 
       63.35        45.63        72.07       144.59        83.31         0.07 
TCGA-C8-A1HK TCGA-C8-A1HM TCGA-C8-A27A TCGA-D8-A13Y TCGA-D8-A140 TCGA-D8-A1J8 
        0.23         0.20        12.20         8.68         0.89         8.42 
TCGA-D8-A1J9 TCGA-D8-A1JA TCGA-D8-A1JI TCGA-D8-A1JJ TCGA-D8-A1JN TCGA-D8-A1JT 
        8.15         0.59         0.69         9.01         7.13         4.04 
TCGA-D8-A1X6 TCGA-D8-A1XA TCGA-D8-A1XC TCGA-D8-A1XU TCGA-D8-A1XV TCGA-D8-A1Y1 
        7.76         9.01         2.66         4.90         4.80         3.78 
TCGA-D8-A1Y3 TCGA-D8-A27E TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A109 TCGA-E2-A10A 
        4.08         5.98        38.24        51.12        38.53        11.57 
TCGA-E2-A10C TCGA-E2-A14O TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A152 TCGA-E2-A155 
       28.04        38.53        27.42        29.26        19.33        18.18 
TCGA-E2-A156 TCGA-E2-A15A TCGA-E2-A15H TCGA-E2-A15K TCGA-E2-A15M TCGA-E2-A15O 
       15.81        16.50         1.38         1.12         7.69        12.99 
TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1L7 TCGA-E9-A1R2 
       10.85         9.01        32.32        24.82        20.81         0.62 
TCGA-E9-A1R4 TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RC TCGA-E9-A1RE 
        0.95         1.38         2.76         1.12        40.37         1.55 
TCGA-E9-A1RF TCGA-E9-A1RG TCGA-E9-A245 TCGA-EW-A1J1 TCGA-EW-A1J6 TCGA-EW-A1OV 
        1.25         1.15         0.82         9.27        19.56        17.16 
TCGA-EW-A1OX TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P5 TCGA-EW-A1P6 TCGA-EW-A1PC 
       18.48        30.94        36.85        12.00        10.26         6.12 
TCGA-EW-A2FS TCGA-EW-A2FW TCGA-GM-A2DM 
       38.56         6.25        76.64 

$subtype3
TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SH TCGA-A1-A0SN TCGA-A2-A04N 
       14.37        43.40        48.10        47.24        39.32       103.66 
TCGA-A2-A04V TCGA-A2-A04W TCGA-A2-A04Y TCGA-A2-A0CP TCGA-A2-A0CS TCGA-A2-A0CT 
       63.12        63.06        25.08        82.03        75.55        63.02 
TCGA-A2-A0CU TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0D3 TCGA-A2-A0EM TCGA-A2-A0EN 
        5.16        61.48        43.99        24.20        90.64        82.68 
TCGA-A2-A0EO TCGA-A2-A0ER TCGA-A2-A0ES TCGA-A2-A0EU TCGA-A2-A0EW TCGA-A2-A0EX 
       71.70        62.53        32.91        24.10        25.32        18.05 
TCGA-A2-A0SU TCGA-A2-A0SY TCGA-A2-A0T1 TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T5 
       44.42        37.94        10.59        14.99        12.99        10.55 
TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YD TCGA-A2-A0YI TCGA-A2-A0YK TCGA-A2-A0YL 
       11.31        13.05        18.08        11.77        10.98         8.81 
TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G6 TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25D 
       13.45        12.49         4.34        42.25        97.58         7.99 
TCGA-A2-A3KD TCGA-A7-A0CG TCGA-A7-A0CH TCGA-A7-A0DB TCGA-A7-A13F TCGA-A7-A13G 
       26.40         5.46         5.29         4.60         6.44         6.84 
TCGA-A7-A26E TCGA-A7-A26H TCGA-A7-A26J TCGA-A7-A2KD TCGA-A7-A3IZ TCGA-A7-A3J1 
       13.84         2.10         2.20         5.95         4.87         2.47 
TCGA-A8-A06Y TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A08A TCGA-A8-A08Z 
       26.01        19.99        18.94        18.94         0.99        40.01 
TCGA-A8-A091 TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A09B TCGA-A8-A0A1 TCGA-A8-A0A2 
       19.07        17.92        41.95        12.00        12.00        19.00 
TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-A8-A0AB TCGA-AC-A23E TCGA-AC-A23G TCGA-AC-A2B8 
       13.02        21.04        17.00         2.37        10.82         1.45 
TCGA-AC-A2BM TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM 
       38.20         1.45        55.40        36.99        38.79        26.04 
TCGA-AC-A2FO TCGA-AC-A2QI TCGA-AC-A3BB TCGA-AC-A3HN TCGA-AC-A3OD TCGA-AN-A04A 
       50.70         0.92         0.99         0.69         1.15         2.93 
TCGA-AN-A0FD TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XL TCGA-AN-A0XO TCGA-AN-A0XP 
        6.41         7.17         6.28         0.33        12.33         0.30 
TCGA-AN-A0XS TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03N TCGA-AO-A03R TCGA-AO-A03T 
        0.33         5.33         5.59        54.08        56.12        39.02 
TCGA-AO-A0J5 TCGA-AO-A0J8 TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JC TCGA-AO-A0JF 
       24.16         9.11        41.26        11.38        50.86        11.64 
TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A126 TCGA-AO-A128 TCGA-AO-A12A TCGA-AO-A12C 
       14.76        49.71        93.70        94.59        90.54        65.52 
TCGA-AO-A12E TCGA-AO-A1KO TCGA-AO-A1KP TCGA-AQ-A1H2 TCGA-AQ-A1H3 TCGA-AR-A0TR 
       57.27        14.73        82.62         6.48         4.54         5.26 
TCGA-AR-A0TZ TCGA-AR-A0U3 TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN TCGA-AR-A1AP 
       43.17        74.40        51.22        48.82        43.69        39.95 
TCGA-AR-A1AT TCGA-AR-A1AU TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A24K TCGA-AR-A24L 
       41.82        46.32        42.58        35.24        50.89        73.02 
TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O TCGA-AR-A24P TCGA-AR-A24T TCGA-AR-A24W 
       65.42        68.19        65.65         0.85        53.26        50.96 
TCGA-AR-A24X TCGA-AR-A252 TCGA-AR-A254 TCGA-AR-A255 TCGA-AR-A2LE TCGA-AR-A2LH 
       48.16        40.64        39.85        34.78       128.65        20.22 
TCGA-AR-A2LK TCGA-AR-A2LL TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ 
       42.84         7.33        40.01        17.06        20.81        16.96 
TCGA-B6-A0I5 TCGA-B6-A0IB TCGA-B6-A0IE TCGA-B6-A0IH TCGA-B6-A0IK TCGA-B6-A0IP 
      149.56       129.57        65.69       112.37        18.77       110.93 
TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0RQ TCGA-B6-A0RV 
       78.02       172.96       162.02       102.77       140.48       157.41 
TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW TCGA-B6-A0WX TCGA-B6-A0X0 
       97.48       177.40        79.63        17.95        21.47       129.70 
TCGA-B6-A1KI TCGA-B6-A2IU TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B5 
       48.10       159.12        25.55        28.50        46.92        48.36 
TCGA-BH-A0B6 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BF TCGA-BH-A0BJ 
       56.94        37.22        32.02        18.21        25.68        21.70 
TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BQ TCGA-BH-A0BR TCGA-BH-A0BS TCGA-BH-A0BT 
       36.72        35.67        27.16        53.65        53.92        45.57 
TCGA-BH-A0BV TCGA-BH-A0BZ TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DE TCGA-BH-A0DG 
       49.94        49.05        43.99        42.90        31.17        23.44 
TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DS TCGA-BH-A0DT 
       22.13        13.91        17.26        15.65         2.53        38.47 
TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0GZ TCGA-BH-A0H3 
       45.17        47.41        46.19        32.65        10.78        37.78 
TCGA-BH-A0H5 TCGA-BH-A0HA TCGA-BH-A0HF TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HP 
       35.51        28.14        23.90        20.35         5.85        13.61 
TCGA-BH-A0HQ TCGA-BH-A0HU TCGA-BH-A0HY TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A0W7 
       36.85        12.89        28.50         5.75        17.85        18.35 
TCGA-BH-A18F TCGA-BH-A18I TCGA-BH-A18J TCGA-BH-A18K TCGA-BH-A18M TCGA-BH-A18P 
        8.81         7.23        20.09        90.81        72.56        30.28 
TCGA-BH-A1EO TCGA-BH-A1ET TCGA-BH-A1EU TCGA-BH-A1EY TCGA-BH-A1F2 TCGA-BH-A1FB 
       91.99        82.85        42.28        17.69        31.53       120.62 
TCGA-BH-A1FE TCGA-BH-A1FH TCGA-BH-A1FL TCGA-BH-A201 TCGA-BH-A202 TCGA-BH-A209 
       74.73        36.92        55.00         6.87         0.72       130.16 
TCGA-BH-A28O TCGA-BH-A28Q TCGA-C8-A138 TCGA-C8-A1HL TCGA-C8-A26V TCGA-C8-A26W 
       10.62         6.44         0.23         0.07         0.30         0.23 
TCGA-C8-A26X TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A275 TCGA-D8-A141 
        0.36         0.13         0.20         0.03         0.03         3.72 
TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1JD TCGA-D8-A1JE TCGA-D8-A1JH TCGA-D8-A1JP 
        1.61        11.31         8.98         1.87         9.34         5.49 
TCGA-D8-A1JS TCGA-D8-A1JU TCGA-D8-A1X5 TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1X9 
        3.45         3.48         5.62         2.79         8.94        12.49 
TCGA-D8-A1XB TCGA-D8-A1XD TCGA-D8-A1XG TCGA-D8-A1XJ TCGA-D8-A1XL TCGA-D8-A1XM 
        6.61         5.10         6.44        11.57        10.49         7.17 
TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XY TCGA-D8-A1Y0 TCGA-D8-A1Y2 
        7.96         5.52         0.59         2.66         5.46         2.37 
TCGA-D8-A27G TCGA-D8-A27I TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27N TCGA-D8-A27P 
        6.87         6.08         3.88         4.11         4.77         0.72 
TCGA-D8-A27T TCGA-D8-A27V TCGA-D8-A27W TCGA-E2-A107 TCGA-E2-A108 TCGA-E2-A10B 
        4.44         2.40         0.49        25.08         4.08        24.59 
TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14Q TCGA-E2-A14U TCGA-E2-A14V TCGA-E2-A153 
       13.74        11.84        32.02        27.55        24.59        19.27 
TCGA-E2-A154 TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15F TCGA-E2-A15G 
       10.68        16.31        10.36        17.00        15.39        10.36 
TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A15P TCGA-E2-A15T TCGA-E2-A1B1 TCGA-E2-A1B4 
       13.51        15.22        10.36         8.78        44.75        29.95 
TCGA-E2-A1B5 TCGA-E2-A1BC TCGA-E2-A1BD TCGA-E2-A1IF TCGA-E2-A1IH TCGA-E2-A1IJ 
       25.45         9.76        10.42        31.43        21.63        23.84 
TCGA-E2-A1IK TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1IO TCGA-E2-A1IU TCGA-E2-A1L6 
       17.03         0.46        12.89        14.73         4.18        43.13 
TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A2P5 TCGA-E2-A2P6 TCGA-E2-A3DX TCGA-E9-A1R3 
       33.37        12.76        10.72         5.49         7.13         2.10 
TCGA-E9-A1RA TCGA-E9-A1RB TCGA-E9-A1RD TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A227 
        0.95         0.69         0.66         1.58         0.53         0.79 
TCGA-E9-A247 TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A295 TCGA-E9-A2JS TCGA-E9-A2JT 
        0.39         0.92         0.33         0.69         0.43         0.76 
TCGA-EW-A1IW TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ TCGA-EW-A1J2 TCGA-EW-A1J3 
        8.28        35.57         8.48         8.55         4.57         8.28 
TCGA-EW-A1J5 TCGA-EW-A1P1 TCGA-EW-A1P3 TCGA-EW-A1PD TCGA-EW-A1PE TCGA-EW-A1PF 
        7.46        30.21        32.45         5.72         3.48         4.57 
TCGA-EW-A1PG TCGA-EW-A2FV TCGA-GI-A2C8 TCGA-GM-A2D9 TCGA-GM-A2DB TCGA-GM-A2DC 
       28.77         7.82         6.97        59.57        53.10        53.52 
TCGA-GM-A2DD TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DN TCGA-GM-A2DO 
       43.04        61.91        62.33        90.81        77.33        53.33 
TCGA-GM-A3NW TCGA-GM-A3NY 
       98.04        24.43 

subtype1 subtype2 subtype3 
    0.03     0.07     0.03 
subtype1 subtype2 subtype3 
  211.53   223.40   177.40 
subtype1 subtype2 subtype3 
  19.745   17.790   18.560 
[1] "0.0 - 211.5 (19.7)" "0.1 - 223.4 (17.8)" "0.0 - 177.4 (18.6)"
  [1] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
  [7] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [13] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
 [19] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
 [25] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
 [31] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
 [37] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [43] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
 [49] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
 [55] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
 [61] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [67] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
 [73] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
 [91] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [97] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[103] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[109] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[121] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[127] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[139] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[151] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[157] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[163] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[169] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[181] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[187] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[199] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[205] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[211] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[217] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[223] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[229] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[241] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[247] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[253] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[259] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[271] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[277] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[283] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[289] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[295] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[307] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[313] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[319] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[331] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[337] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[349] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[355] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[361] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[367] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[379] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[385] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[397] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[403] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[409] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[415] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[421] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[427] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[433] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[439] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[445] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[457] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[463] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[469] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[475] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[487] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[493] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[499] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[511] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[517] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[523] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[529] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[535] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[541] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[547] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[553] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[559] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[565] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[571] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[577] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[583] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[589] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[595] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[601] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[607] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[613] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[619] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[625] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[631] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[637] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[643] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[649] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[655] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[661] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[667] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[673] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[679] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[685] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[691] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[697] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[709] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[715] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[721] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[727] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[733] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[739] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[745] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[751] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[757] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[763] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[769] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[775] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
  [1] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
  [7] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [13] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
 [19] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
 [25] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
 [31] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
 [37] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [43] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
 [49] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
 [55] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
 [61] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [67] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
 [73] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
 [91] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [97] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[103] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[109] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[121] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[127] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[139] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[151] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[157] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[163] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[169] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[181] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[187] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[199] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[205] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[211] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[217] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[223] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[229] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[241] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[247] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[253] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[259] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[271] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[277] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[283] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[289] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[295] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[307] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[313] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[319] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[331] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[337] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[349] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[355] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[361] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[367] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[379] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[385] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[397] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[403] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[409] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[415] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[421] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[427] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[433] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[439] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[445] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[457] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[463] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[469] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[475] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[487] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[493] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[499] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[511] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[517] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[523] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[529] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[535] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[541] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[547] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[553] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[559] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[565] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[571] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[577] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[583] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[589] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[595] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[601] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[607] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[613] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[619] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[625] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[631] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[637] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[643] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[649] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[655] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[661] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[667] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[673] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[679] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[685] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[691] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[697] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[709] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[715] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[721] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[727] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[733] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[739] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[745] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[751] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[757] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[763] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[769] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[775] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
  [1] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
  [7] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [13] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
 [19] "subtype1" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
 [25] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
 [31] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
 [37] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [43] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
 [49] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
 [55] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
 [61] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [67] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
 [73] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
 [91] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [97] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[103] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[109] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[121] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[127] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[139] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[151] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[157] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[163] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[169] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[181] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[187] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[199] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[205] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[211] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[217] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[223] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[229] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[235] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[241] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[247] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[253] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[259] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[271] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[277] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[283] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[289] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[295] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[307] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[313] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[319] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[331] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[337] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[343] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[349] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[355] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[361] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[367] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[379] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[385] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[397] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[403] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[409] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[415] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[421] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[427] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[433] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[439] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[445] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[457] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[463] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[469] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[475] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[487] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[493] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[499] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[511] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[517] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[523] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[529] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[535] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[541] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[547] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[553] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[559] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[565] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[571] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[577] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[583] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[589] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[595] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[601] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[607] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[613] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[619] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[625] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[631] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[637] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[643] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[649] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[655] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[661] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[667] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[673] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[679] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[685] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[691] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[697] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[709] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[715] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[721] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[727] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[733] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[739] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[745] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[751] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[757] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[763] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[769] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[775] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
D10V2, continuous
D10V3, binary
          cls
clus         0   1
  subtype1 204   1
  subtype2 263   5
  subtype3 362   3
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  204    1
  subtype2  263    5
  subtype3  362    3
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      204      263      362
  MALE          1        5        3
D10V4, binary
          cls
clus         0   1
  subtype1  49 156
  subtype2  65 203
  subtype3  79 286
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   49  156
  subtype2   65  203
  subtype3   79  286
     clus
vv    subtype1 subtype2 subtype3
  NO        49       65       79
  YES      156      203      286
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
                                "GENDER" 
                                      V4 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
> q(save="no")
