
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.73.3976/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.73.3976/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/BRCA/1929618/1.GDAC_mergedClustering.Finished/BRCA.mergedcluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPickerPipeline/BRCA/1708556/1.GDAC_clinicalDataPicker.Finished/BRCA.clin.merged.picked.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=1", "-MF=ALL", "-oT=", "-nV=Nozzle.R1", "-OP=AGGREGRATED_CLUSTER", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"  "-oT="
[1] "opt"                     "-OP=AGGREGRATED_CLUSTER"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"                 "AGGREGRATED_CLUSTER"
[1] "dx" ""  

nPatients in clinical file=866, in cluster file=872, common to both=862
[1]  10 862
[1] "MRNA_CNMF"
[1] 3
  1   2   3   4   5   6   7   8 
126  41  21 103 107  73  20  38 
  1   2   3   4   5   6   7   8 
126  41  21 103 107  73  20  38 
[1] "MRNA_CHIERARCHICAL"
[1] 3
  1   2   3 
129 129 271 
  1   2   3 
129 129 271 
[1] "CN_CNMF"
[1] 3
  1   2   3   4   5 
324 204  67 194  49 
  1   2   3   4   5 
324 204  67 194  49 
[1] "METHLYATION_CNMF"
[1] 3
  1   2   3 
179 185 175 
  1   2   3 
179 185 175 
[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 
234 147 422 
  1   2   3 
234 147 422 
[1] "MRNASEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
235 376 192 
  1   2   3 
235 376 192 
[1] "MIRSEQ_CNMF"
[1] 3
  1   2   3 
222 378 217 
  1   2   3 
222 378 217 
[1] "MIRSEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
 67 189 561 
  1   2   3 
 67 189 561 
[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] "NEOADJUVANTTHERAPY"                    
[12] "BATCHNUMBER"                           

Input Data has 12 rows and 862 columns.

[1] "Batch" "12"   
[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-A8-A06N TCGA-A8-A06O 
         151          148           76           75           NA          396 
TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06X 
         396           31          546         1249           NA           NA 
TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07B 
         791           31          517         1641          274         1004 
TCGA-A8-A07C TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07I TCGA-A8-A07J 
         580          608          576          576          426          365 
TCGA-A8-A07L TCGA-A8-A07O TCGA-A8-A07P TCGA-A8-A07R TCGA-A8-A07S TCGA-A8-A07U 
         517          304          334          273          242          303 
TCGA-A8-A07W TCGA-A8-A07Z TCGA-A8-A081 TCGA-A8-A082 TCGA-A8-A083 TCGA-A8-A084 
         304          853           NA          549           NA          458 
TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08B TCGA-A8-A08C TCGA-A8-A08F 
        1124          396           30          702          607          549 
TCGA-A8-A08G TCGA-A8-A08H TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08O 
         606           NA          365           NA           NA          942 
TCGA-A8-A08P TCGA-A8-A08R TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08X TCGA-A8-A08Z 
         942           30          580         2830         1034         1217 
TCGA-A8-A090 TCGA-A8-A091 TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A094 TCGA-A8-A095 
          NA          580          518          545           NA         1276 
TCGA-A8-A096 TCGA-A8-A097 TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09B TCGA-A8-A09C 
          NA          365          304          304          365           31 
TCGA-A8-A09D TCGA-A8-A09E TCGA-A8-A09G TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M 
         396          942           NA         1006          911          457 
TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W 
          31          761          273          578          457           30 
TCGA-A8-A09X TCGA-A8-A09Z TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 TCGA-A8-A0A6 
          NA           NA          365          578          396          640 
TCGA-A8-A0A7 TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23C TCGA-AC-A23E 
          30          396          517         1157           29           72 
TCGA-AC-A23G TCGA-AC-A23H TCGA-AC-A2B8 TCGA-AC-A2BK TCGA-AC-A2BM TCGA-AC-A2FB 
         329           81           44         1172         1162           44 
TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM TCGA-AC-A2FO TCGA-AC-A2QH 
        1685         1125         1180           NA         1542           31 
TCGA-AC-A2QI TCGA-AC-A2QJ TCGA-AC-A3BB TCGA-AC-A3HN TCGA-AC-A3OD TCGA-AN-A03X 
          28           69           30           21           35           10 
TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A04C 
          10            7           10           19           89           54 
TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AL TCGA-AN-A0AM TCGA-AN-A0AR 
          52          243          223          197            5            9 
TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FJ TCGA-AN-A0FK 
           9           10          195          140          241          212 
TCGA-AN-A0FL TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0FW 
         230          218          191          183           10           11 
TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XL TCGA-AN-A0XN 
          10           10           10           16           10           10 
TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XU 
         375            9           10           10           10           10 
TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03N TCGA-AO-A03O 
         162          170         2442         1455         1645           NA 
TCGA-AO-A03P TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03U TCGA-AO-A03V TCGA-AO-A0J2 
        2576         1707         1187           NA          886          585 
TCGA-AO-A0J3 TCGA-AO-A0J4 TCGA-AO-A0J5 TCGA-AO-A0J6 TCGA-AO-A0J7 TCGA-AO-A0J8 
         302          294          735          775          260          277 
TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JB TCGA-AO-A0JC TCGA-AO-A0JD TCGA-AO-A0JE 
        1255          346         1150         1547         1813         1965 
TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JI TCGA-AO-A0JJ TCGA-AO-A0JL TCGA-AO-A0JM 
         354          449         1172         1512         1319         1826 
TCGA-AO-A124 TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A128 TCGA-AO-A129 TCGA-AO-A12A 
        3119         3018         2850         2877         2923         2754 
TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12D TCGA-AO-A12E TCGA-AO-A12F TCGA-AO-A12G 
        2359         1993         1948         1742         1471         1265 
TCGA-AO-A12H TCGA-AO-A1KO TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KR TCGA-AO-A1KS 
         862          448         2513         1519         2140           16 
TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AQ-A0Y5 TCGA-AQ-A1H2 
         541          439          159         3344           NA          197 
TCGA-AQ-A1H3 TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TR TCGA-AR-A0TS TCGA-AR-A0TT 
         138         2392         1500           NA         1138         1679 
TCGA-AR-A0TU TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TX TCGA-AR-A0TY TCGA-AR-A0TZ 
         360          904          739           15           NA         1313 
TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A0U4 TCGA-AR-A1AH 
           8          185           NA         2263         1627         2298 
TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN TCGA-AR-A1AO 
        1881         1604         1558         1485         1329         1324 
TCGA-AR-A1AP TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AS TCGA-AR-A1AT TCGA-AR-A1AU 
        1215         1309           NA         1242           NA         1409 
TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A1AY TCGA-AR-A24H TCGA-AR-A24K 
        1295         1072         1103          614         3333         1548 
TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O TCGA-AR-A24P TCGA-AR-A24Q 
        2221         1990         2074         1997           26         2008 
TCGA-AR-A24R TCGA-AR-A24S TCGA-AR-A24T TCGA-AR-A24U TCGA-AR-A24V TCGA-AR-A24W 
        1745         1888         1620         1623         1648         1550 
TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 TCGA-AR-A251 TCGA-AR-A252 TCGA-AR-A254 
        1465         1574         1707         1373         1236         1212 
TCGA-AR-A255 TCGA-AR-A256 TCGA-AR-A2LE TCGA-AR-A2LH TCGA-AR-A2LK TCGA-AR-A2LL 
        1058           NA         3913           NA         1303          223 
TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-AR-A2LR TCGA-B6-A0I1 
        1217          519          633          516          620           NA 
TCGA-B6-A0I2 TCGA-B6-A0I5 TCGA-B6-A0I6 TCGA-B6-A0I8 TCGA-B6-A0I9 TCGA-B6-A0IA 
        3826         4549           NA           NA           NA         6718 
TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IE TCGA-B6-A0IG TCGA-B6-A0IH TCGA-B6-A0IJ 
          NA           NA           NA           NA           NA         5383 
TCGA-B6-A0IK TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0IP TCGA-B6-A0IQ 
          NA         3836           NA         3350         3374         3871 
TCGA-B6-A0RE TCGA-B6-A0RG TCGA-B6-A0RH TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM 
        6434         2082         5748         6795           NA           NA 
TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0RQ TCGA-B6-A0RS TCGA-B6-A0RT 
        5261         4928           NA           NA           NA         2721 
TCGA-B6-A0RU TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW 
        3991         4788           NA         5396           NA          546 
TCGA-B6-A0WX TCGA-B6-A0WY TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X1 TCGA-B6-A0X4 
          NA           NA         3941           NA         5671           NA 
TCGA-B6-A0X5 TCGA-B6-A0X7 TCGA-B6-A1KC TCGA-B6-A1KF TCGA-B6-A1KI TCGA-B6-A1KN 
          NA           NA         1326         3088         1463         3330 
TCGA-B6-A2IU TCGA-BH-A0AU TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0AY TCGA-BH-A0AZ 
        4840          746         1180          622          777          867 
TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B3 TCGA-BH-A0B4 TCGA-BH-A0B5 TCGA-BH-A0B6 
        1427         1148         1203         1191         1471         1732 
TCGA-BH-A0B7 TCGA-BH-A0B8 TCGA-BH-A0B9 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD 
        1733         1569         1572         1132          974          554 
TCGA-BH-A0BF TCGA-BH-A0BG TCGA-BH-A0BJ TCGA-BH-A0BL TCGA-BH-A0BM TCGA-BH-A0BO 
         781          756          660         1339         1117         1085 
TCGA-BH-A0BP TCGA-BH-A0BQ TCGA-BH-A0BR TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV 
        1481          826         1632         1640         1386         1519 
TCGA-BH-A0BW TCGA-BH-A0BZ TCGA-BH-A0C0 TCGA-BH-A0C1 TCGA-BH-A0C3 TCGA-BH-A0C7 
         355         1492         1270         1338         1464         1305 
TCGA-BH-A0DD TCGA-BH-A0DE TCGA-BH-A0DG TCGA-BH-A0DH TCGA-BH-A0DI TCGA-BH-A0DK 
        1393          948          713         1156          673          423 
TCGA-BH-A0DL TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0DT 
        1467          525          476           98           77         1170 
TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0DZ TCGA-BH-A0E0 TCGA-BH-A0E1 TCGA-BH-A0E2 
        1374         1442          495          133          477          376 
TCGA-BH-A0E6 TCGA-BH-A0E7 TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0EB TCGA-BH-A0EE 
         292         1362         1405           NA          745          943 
TCGA-BH-A0EI TCGA-BH-A0GY TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H3 TCGA-BH-A0H5 
         743          917          328          461         1149         1080 
TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HB TCGA-BH-A0HF 
         747          701         1247          856          806          727 
TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HL TCGA-BH-A0HN TCGA-BH-A0HO TCGA-BH-A0HP 
         619          178           72          516           76          414 
TCGA-BH-A0HQ TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0RX 
        1121          392         1560          829          867          170 
TCGA-BH-A0W3 TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A0W7 TCGA-BH-A0WA TCGA-BH-A18F 
         180          175          543          558          372          268 
TCGA-BH-A18G TCGA-BH-A18H TCGA-BH-A18I TCGA-BH-A18J TCGA-BH-A18K TCGA-BH-A18L 
          61           NA          220           NA           NA           NA 
TCGA-BH-A18M TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18S 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A18V TCGA-BH-A1EN TCGA-BH-A1EO TCGA-BH-A1ES 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1ET TCGA-BH-A1EU TCGA-BH-A1EV TCGA-BH-A1EW TCGA-BH-A1EX TCGA-BH-A1EY 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1F0 TCGA-BH-A1F2 TCGA-BH-A1F5 TCGA-BH-A1F6 TCGA-BH-A1F8 TCGA-BH-A1FB 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1FC TCGA-BH-A1FD TCGA-BH-A1FE TCGA-BH-A1FG TCGA-BH-A1FH TCGA-BH-A1FJ 
          NA           NA           NA           NA           NA           NA 
TCGA-BH-A1FL TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A1FR TCGA-BH-A1FU TCGA-BH-A201 
          NA           NA           NA           NA           NA          209 
TCGA-BH-A202 TCGA-BH-A203 TCGA-BH-A204 TCGA-BH-A208 TCGA-BH-A209 TCGA-BH-A28Q 
          22           NA           NA           NA           NA          196 
TCGA-C8-A12K TCGA-C8-A12L TCGA-C8-A12M TCGA-C8-A12N TCGA-C8-A12O TCGA-C8-A12P 
          NA           NA           NA           NA           NA           NA 
TCGA-C8-A12Q TCGA-C8-A12T TCGA-C8-A12U TCGA-C8-A12V TCGA-C8-A12W TCGA-C8-A12X 
          NA           NA           NA           NA           NA           NA 
TCGA-C8-A12Y TCGA-C8-A12Z TCGA-C8-A130 TCGA-C8-A131 TCGA-C8-A132 TCGA-C8-A133 
          NA           NA           NA           NA           NA           NA 
TCGA-C8-A134 TCGA-C8-A135 TCGA-C8-A137 TCGA-C8-A138 TCGA-C8-A1HE TCGA-C8-A1HF 
          NA           NA            3            7           NA           NA 
TCGA-C8-A1HG TCGA-C8-A1HI TCGA-C8-A1HJ TCGA-C8-A1HK TCGA-C8-A1HL TCGA-C8-A1HM 
          NA            2            5            7            2            6 
TCGA-C8-A1HN TCGA-C8-A1HO TCGA-C8-A26V TCGA-C8-A26W TCGA-C8-A26X TCGA-C8-A26Y 
           2           NA            9            7           11           13 
TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A275 TCGA-C8-A278 TCGA-C8-A27A 
           4            6            1            1            1          371 
TCGA-C8-A27B TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A140 TCGA-D8-A141 TCGA-D8-A142 
          30          264          210           27          113           61 
TCGA-D8-A143 TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A147 TCGA-D8-A1J8 TCGA-D8-A1J9 
         172           49          344            2          256          248 
TCGA-D8-A1JA TCGA-D8-A1JB TCGA-D8-A1JC TCGA-D8-A1JD TCGA-D8-A1JE TCGA-D8-A1JF 
          18           NA          178          273           57           96 
TCGA-D8-A1JG TCGA-D8-A1JH TCGA-D8-A1JI TCGA-D8-A1JJ TCGA-D8-A1JK TCGA-D8-A1JL 
         187          284           21          274          109          265 
TCGA-D8-A1JM TCGA-D8-A1JN TCGA-D8-A1JP TCGA-D8-A1JS TCGA-D8-A1JT TCGA-D8-A1JU 
         238          217          167          105          123          106 
TCGA-D8-A1X5 TCGA-D8-A1X6 TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1X9 TCGA-D8-A1XA 
         171          236           85          272          380          274 
TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XG TCGA-D8-A1XJ 
         201           81          155          197          196          352 
TCGA-D8-A1XK TCGA-D8-A1XL TCGA-D8-A1XM TCGA-D8-A1XO TCGA-D8-A1XQ TCGA-D8-A1XR 
         326          319          218          242          177          168 
TCGA-D8-A1XS TCGA-D8-A1XT TCGA-D8-A1XU TCGA-D8-A1XV TCGA-D8-A1XW TCGA-D8-A1XY 
          18          193          149          146          117           81 
TCGA-D8-A1XZ TCGA-D8-A1Y0 TCGA-D8-A1Y1 TCGA-D8-A1Y2 TCGA-D8-A1Y3 TCGA-D8-A27E 
         120          166          115           72          124          182 
TCGA-D8-A27F TCGA-D8-A27G TCGA-D8-A27H TCGA-D8-A27I TCGA-D8-A27K TCGA-D8-A27L 
         227          209          140          185          118          125 
TCGA-D8-A27M TCGA-D8-A27N TCGA-D8-A27P TCGA-D8-A27R TCGA-D8-A27T TCGA-D8-A27V 
         144          145           22           90          135           73 
TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A107 TCGA-E2-A108 TCGA-E2-A109 
          15         1163         1555          763          124         1172 
TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14N 
         352          748          853          418          360         1350 
TCGA-E2-A14O TCGA-E2-A14P TCGA-E2-A14Q TCGA-E2-A14R TCGA-E2-A14S TCGA-E2-A14T 
        1172          487          974          845          834          890 
TCGA-E2-A14V TCGA-E2-A14W TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A14Z TCGA-E2-A150 
         748          833          692          688          518          591 
TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A158 
         588          586          325          553          481          450 
TCGA-E2-A159 TCGA-E2-A15A TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15F 
         515          502          496          315          517          468 
TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L 
         315           42          411          463           34          331 
TCGA-E2-A15M TCGA-E2-A15O TCGA-E2-A15P TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T 
         234          395          315          330          274          267 
TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1B1 TCGA-E2-A1B4 TCGA-E2-A1B5 TCGA-E2-A1B6 
        1964         1271         1361          911          774          338 
TCGA-E2-A1BC TCGA-E2-A1BD TCGA-E2-A1IE TCGA-E2-A1IF TCGA-E2-A1IG TCGA-E2-A1IH 
         297          317          983          956          755          658 
TCGA-E2-A1II TCGA-E2-A1IJ TCGA-E2-A1IK TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1IO 
         850          725          518           14          392          448 
TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A1L7 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA 
         127         1312          633         1015          388          463 
TCGA-E2-A1LB TCGA-E2-A1LE TCGA-E2-A1LG TCGA-E2-A1LH TCGA-E2-A1LI TCGA-E2-A1LK 
         972           NA          350         2875         2750           NA 
TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E2-A2P5 TCGA-E2-A2P6 TCGA-E2-A3DX TCGA-E9-A1N3 
        1014          239          326          167          217           NA 
TCGA-E9-A1N4 TCGA-E9-A1N5 TCGA-E9-A1N6 TCGA-E9-A1N8 TCGA-E9-A1N9 TCGA-E9-A1NA 
          NA           NA           NA           NA           NA           NA 
TCGA-E9-A1NC TCGA-E9-A1ND TCGA-E9-A1NE TCGA-E9-A1NF TCGA-E9-A1NG TCGA-E9-A1NH 
          NA           NA           NA           NA           NA           NA 
TCGA-E9-A1NI TCGA-E9-A1QZ TCGA-E9-A1R0 TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1R4 
          NA           NA           NA           19           64           29 
TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RA TCGA-E9-A1RB TCGA-E9-A1RC 
          42           84           34           29           21         1228 
TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RG TCGA-E9-A1RH TCGA-E9-A1RI 
          20           47           38           35           14           48 
TCGA-E9-A226 TCGA-E9-A227 TCGA-E9-A228 TCGA-E9-A229 TCGA-E9-A22A TCGA-E9-A22B 
          16           24           NA           NA           NA           NA 
TCGA-E9-A22D TCGA-E9-A22E TCGA-E9-A22G TCGA-E9-A22H TCGA-E9-A243 TCGA-E9-A244 
          NA           NA           NA           NA           43           20 
TCGA-E9-A245 TCGA-E9-A247 TCGA-E9-A248 TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A295 
          25           12           21           28           10           21 
TCGA-E9-A2JS TCGA-E9-A2JT TCGA-EW-A1IW TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ 
          13           23          252         1082          258          260 
TCGA-EW-A1J1 TCGA-EW-A1J2 TCGA-EW-A1J3 TCGA-EW-A1J5 TCGA-EW-A1J6 TCGA-EW-A1OV 
         282          139          252          227          595          522 
TCGA-EW-A1OW TCGA-EW-A1OX TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P1 
         463          562          593          941         1121          919 
TCGA-EW-A1P3 TCGA-EW-A1P4 TCGA-EW-A1P5 TCGA-EW-A1P6 TCGA-EW-A1P7 TCGA-EW-A1P8 
         987          501          365          312          635           NA 
TCGA-EW-A1PA TCGA-EW-A1PB TCGA-EW-A1PC TCGA-EW-A1PD TCGA-EW-A1PE TCGA-EW-A1PF 
         267          608          186          174          106          139 
TCGA-EW-A1PG TCGA-EW-A1PH TCGA-EW-A2FR TCGA-EW-A2FS TCGA-EW-A2FV TCGA-EW-A2FW 
         875          139         1120         1173          238          190 
TCGA-GI-A2C8 TCGA-GI-A2C9 TCGA-GM-A2D9 TCGA-GM-A2DA TCGA-GM-A2DB TCGA-GM-A2DC 
         212          703           NA         5909         1615         1628 
TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DH TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL 
        1309         1299         1286         1883         1896         2762 
TCGA-GM-A2DM TCGA-GM-A2DN TCGA-GM-A2DO TCGA-GM-A3NY 
        2331         2352         1622          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=527,	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=24,	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:'NEOADJUVANT.THERAPY':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'BATCH.NUMBER':	nDistinctValues=58,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                                   
[2] "GENDER"                                
[3] "RADIATIONS.RADIATION.REGIMENINDICATION"
[4] "NEOADJUVANT.THERAPY"                   
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 862 columns, 1 survival variables, and 4 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
NEOADJUVANT.THERAPY, nv=2, binary=FALSE, numeric=FALSE

Clustering(1) Variable = MRNA_CNMF
D1V1, survival
          sevent
clus2       0  1
  subtype1 99 17
  subtype2 36  4
  subtype3 16  3
  subtype4 86 12
  subtype5 94 10
  subtype6 50 14
  subtype7 17  2
  subtype8 34  3
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 subtype7 subtype8 
     116       40       19       98      104       64       19       37 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 subtype7 subtype8 
      17        4        3       12       10       14        2        3 
$subtype1
TCGA-A1-A0SD TCGA-A1-A0SJ TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A04Y TCGA-A2-A0CT 
       14.37        14.01        77.72        63.12        25.08        63.02 
TCGA-A2-A0CU TCGA-A2-A0CW TCGA-A2-A0D4 TCGA-A2-A0ER TCGA-A2-A0ET TCGA-A2-A0EU 
        5.16        57.53        16.31        62.53        26.53        24.10 
TCGA-A2-A0T3 TCGA-A2-A0YH TCGA-A2-A0YT TCGA-A7-A0CD TCGA-A7-A0CJ TCGA-A7-A0D9 
       14.99        12.46        23.77         5.59         6.18         5.23 
TCGA-A7-A13F TCGA-A8-A06O TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06X TCGA-A8-A06Z 
        6.44        13.02        41.06        29.00        31.00         1.02 
TCGA-A8-A079 TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07W TCGA-A8-A07Z TCGA-A8-A082 
        9.01        17.00        10.98         9.99        28.04        18.05 
TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A091 TCGA-A8-A09D 
       36.95        13.02        18.05        19.92        19.07        13.02 
TCGA-A8-A09E TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A0A9 
       30.97        29.95        15.02        25.02         8.98        13.02 
TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AK TCGA-AN-A0FD TCGA-AN-A0FF 
        0.23         0.62         2.93         7.33         6.41         4.60 
TCGA-AN-A0FW TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XT TCGA-AO-A03P TCGA-AO-A03R 
        0.36         0.33         0.33         0.33        84.69        56.12 
TCGA-AO-A03T TCGA-AO-A03V TCGA-AO-A0J3 TCGA-AO-A0J7 TCGA-AO-A0JI TCGA-AO-A126 
       39.02        29.13         9.93         8.55        38.53        93.70 
TCGA-AO-A12H TCGA-AQ-A04H TCGA-AR-A0TQ TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY 
       28.34        14.43        49.32        29.72        24.30        55.86 
TCGA-AR-A0TZ TCGA-AR-A0U2 TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0RG 
       43.17        83.87       126.12        84.59       110.14        68.45 
TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW TCGA-B6-A0X5 
       81.17        78.02       177.40        79.63        17.95        68.94 
TCGA-BH-A0AU TCGA-BH-A0B4 TCGA-BH-A0B8 TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DH 
       24.53        39.16        51.58        42.90        45.80        38.01 
TCGA-BH-A0DK TCGA-BH-A0E2 TCGA-BH-A0E7 TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H3 
       13.91        12.36        44.78        10.78        15.16        37.78 
TCGA-BH-A0H7 TCGA-BH-A0HB TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A18L TCGA-BH-A18N 
       23.05        26.50        51.29        27.25        26.66        37.74 
TCGA-BH-A18R TCGA-BH-A1ES TCGA-C8-A1HN TCGA-D8-A13Y TCGA-D8-A140 TCGA-E2-A105 
       37.51       113.82         0.07         8.68         0.89        38.24 
TCGA-E2-A106 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A14O TCGA-E2-A14S TCGA-E2-A14T 
       51.12        38.53        11.57        38.53        27.42        29.26 
TCGA-E2-A14W TCGA-E2-A155 TCGA-E2-A15A TCGA-E2-A15F TCGA-E2-A15O TCGA-E2-A15R 
       27.39        18.18        16.50        15.39        12.99        10.85 
TCGA-E2-A15S TCGA-E2-A15T 
        9.01         8.78 

$subtype2
TCGA-A1-A0SE TCGA-A2-A0CP TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0EO TCGA-A2-A0ES 
       43.40        82.03        61.48        43.99        71.70        32.91 
TCGA-A2-A0EX TCGA-A2-A0SU TCGA-A2-A0T7 TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A8-A08O 
       18.05        44.42        13.05        10.98         8.81        30.97 
TCGA-A8-A09A TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A0JA 
        9.99        13.02        21.04        80.28        47.84        11.38 
TCGA-AO-A0JB TCGA-AO-A12C TCGA-AO-A12E TCGA-AR-A1AK TCGA-AR-A1AO TCGA-AR-A1AU 
       37.81        65.52        57.27        51.22        43.53        46.32 
TCGA-B6-A0IE TCGA-B6-A0IH TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WY TCGA-BH-A0AZ 
       65.69       112.37       140.48       157.41       113.75        28.50 
TCGA-BH-A0B1 TCGA-BH-A0DG TCGA-BH-A0DI TCGA-BH-A0E9 TCGA-BH-A0EI TCGA-C8-A1HI 
       37.74        23.44        22.13        46.19        24.43         0.07 
TCGA-E2-A14Q TCGA-E2-A15E TCGA-E2-A15H TCGA-E2-A1B1 
       32.02        17.00         1.38        44.75 

$subtype3
TCGA-A1-A0SH TCGA-A1-A0SM TCGA-A2-A0SV TCGA-A8-A06P TCGA-A8-A07I TCGA-A8-A08Z 
       47.24         7.96        27.12        13.02        14.01        40.01 
TCGA-A8-A097 TCGA-AN-A03X TCGA-AN-A0AS TCGA-AN-A0XN TCGA-AN-A0XS TCGA-AN-A0XW 
       12.00         0.33         0.30         0.33         0.33         5.59 
TCGA-B6-A0RI TCGA-BH-A0DZ TCGA-BH-A0H6 TCGA-BH-A18J TCGA-BH-A1EO TCGA-E2-A10F 
      223.40        16.27        24.56        20.09        91.99        11.84 
TCGA-E2-A153 
       19.27 

$subtype4
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-A0CY TCGA-A2-A0D0 TCGA-A2-A0D2 TCGA-A2-A0ST 
       22.03        24.79        42.35        21.14        25.02        54.02 
TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YJ TCGA-A2-A0YM 
       42.35        11.08         7.96         8.28        10.72        21.73 
TCGA-A7-A0CE TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A8-A07C TCGA-A8-A07O 
        8.32        12.26         8.78         9.44        19.07         9.99 
TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A08R TCGA-A8-A08X TCGA-AN-A04D TCGA-AN-A0AL 
        8.98         9.96         0.99        33.99         1.71         6.48 
TCGA-AN-A0AM TCGA-AN-A0AR TCGA-AN-A0AT TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FX 
        0.16         0.30         0.33         7.92         7.56         0.33 
TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A03U TCGA-AO-A0J4 TCGA-AO-A0J6 TCGA-AO-A0JL 
        0.53         0.33        59.05         9.67        25.48        43.36 
TCGA-AO-A124 TCGA-AO-A128 TCGA-AO-A129 TCGA-AO-A12F TCGA-AQ-A04J TCGA-AR-A0TP 
      102.54        94.59        96.10        48.36         5.23        78.64 
TCGA-AR-A0TS TCGA-AR-A0TU TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U4 TCGA-AR-A1AH 
       37.41        11.84         0.26         6.08        53.49        75.55 
TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AY TCGA-B6-A0I2 
       61.84        52.73        43.04        17.19        20.19       125.79 
TCGA-B6-A0I6 TCGA-B6-A0IJ TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RT TCGA-B6-A0RU 
       32.58       176.98       127.27       211.53        89.46       131.21 
TCGA-B6-A0WX TCGA-B6-A0X1 TCGA-BH-A0AV TCGA-BH-A0B3 TCGA-BH-A0B9 TCGA-BH-A0BG 
       21.47       186.44        38.79        39.55        51.68        24.85 
TCGA-BH-A0BL TCGA-BH-A0BW TCGA-BH-A0DL TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0HL 
       44.02        11.67        48.23         4.37         9.60         2.37 
TCGA-BH-A0HN TCGA-BH-A0RX TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18K TCGA-BH-A18Q 
       16.96         5.59        12.23         2.01        90.81        55.63 
TCGA-BH-A18V TCGA-BH-A1F0 TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 TCGA-E2-A14N 
       51.12        25.81         2.01         5.65         0.07        44.38 
TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A158 TCGA-E2-A159 
       27.78        22.75        22.62        19.43        14.79        16.93 
TCGA-E2-A1AZ TCGA-E2-A1B5 
       64.57        25.45 

$subtype5
TCGA-A2-A04N TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0D3 TCGA-A2-A0EM TCGA-A2-A0EV 
      103.66        78.64        75.55        24.20        90.64        17.92 
TCGA-A2-A0T5 TCGA-A2-A0YC TCGA-A2-A0YD TCGA-A2-A0YF TCGA-A2-A0YI TCGA-A7-A0CH 
       10.55        21.14        18.08         9.50        11.77         5.29 
TCGA-A7-A0DB TCGA-A8-A06Y TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07S TCGA-A8-A08A 
        4.60        26.01        18.94        18.94         7.96         0.99 
TCGA-A8-A08C TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A099 
       19.96        19.07        93.04        17.92        41.95         9.99 
TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A0A1 TCGA-A8-A0A2 
       12.00         1.02        19.00        15.02        12.00        19.00 
TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AN-A03Y TCGA-AN-A046 TCGA-AN-A0FK TCGA-AN-A0XO 
       17.00        38.04         0.33         0.33         6.97        12.33 
TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XV TCGA-AO-A0J8 TCGA-AO-A125 TCGA-AO-A12A 
        0.30         0.33         5.33         9.11        99.22        90.54 
TCGA-AO-A12B TCGA-AO-A12G TCGA-AR-A0TR TCGA-AR-A1AN TCGA-AR-A1AP TCGA-AR-A1AS 
       77.56        41.59         5.26        43.69        39.95        40.83 
TCGA-AR-A1AW TCGA-B6-A0I5 TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IP 
       35.24       149.56       220.87       129.57        50.70       110.93 
TCGA-B6-A0RN TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 
      172.96       162.02       102.77       129.57       129.70        28.24 
TCGA-BH-A0B5 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BJ TCGA-BH-A0BQ 
       48.36        37.22        32.02        18.21        21.70        27.16 
TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DT 
       53.92        45.57        49.94        17.26        15.65        38.47 
TCGA-BH-A0E1 TCGA-BH-A0EA TCGA-BH-A0EB TCGA-BH-A0HA TCGA-BH-A0HF TCGA-BH-A0HI 
       15.68        32.65        24.49        28.14        23.90        20.35 
TCGA-BH-A0HO TCGA-BH-A0HP TCGA-BH-A0HQ TCGA-BH-A0W3 TCGA-BH-A0W4 TCGA-BH-A0W5 
        2.50        13.61        36.85         5.92         5.75        17.85 
TCGA-BH-A18I TCGA-BH-A18M TCGA-BH-A18S TCGA-BH-A1ET TCGA-D8-A141 TCGA-D8-A146 
        7.23        72.56        66.05        82.85         3.72        11.31 
TCGA-E2-A10B TCGA-E2-A10E TCGA-E2-A154 TCGA-E2-A156 TCGA-E2-A15C TCGA-E2-A15D 
       24.59        13.74        10.68        15.81        16.31        10.36 
TCGA-E2-A15G TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15P 
       10.36        13.51        15.22         1.12        10.88        10.36 
TCGA-E2-A1B4 TCGA-E2-A1BD 
       29.95        10.42 

$subtype6
TCGA-A2-A04W TCGA-A2-A04X TCGA-A2-A0CX TCGA-A2-A0D1 TCGA-A2-A0EY TCGA-A2-A0SW 
       63.06        44.35        42.84        25.84        15.95        44.84 
TCGA-A2-A0T1 TCGA-A2-A0YG TCGA-A8-A06Q TCGA-A8-A06R TCGA-A8-A075 TCGA-A8-A076 
       10.59        13.28         1.02        17.95        17.00        53.95 
TCGA-A8-A07B TCGA-A8-A084 TCGA-A8-A08B TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A092 
       33.01        15.06        23.08        37.05         9.99        17.03 
TCGA-A8-A09I TCGA-A8-A09N TCGA-A8-A09W TCGA-A8-A09X TCGA-AN-A04C TCGA-AN-A0FT 
       33.07         1.02         0.99        14.01         1.78         6.02 
TCGA-AN-A0FV TCGA-AO-A03N TCGA-AO-A0J2 TCGA-AO-A0JD TCGA-AO-A0JE TCGA-AO-A0JM 
        0.33        54.08        19.23        59.61        64.60        60.03 
TCGA-AO-A12D TCGA-AQ-A04L TCGA-AR-A0TX TCGA-AR-A0U3 TCGA-AR-A1AT TCGA-B6-A0I8 
       64.04       109.94         0.49        74.40        41.82        24.62 
TCGA-B6-A0I9 TCGA-B6-A0IG TCGA-B6-A0IK TCGA-B6-A0RH TCGA-B6-A0RS TCGA-BH-A0AW 
       12.13       146.50        18.77       188.98       100.67        20.45 
TCGA-BH-A0B7 TCGA-BH-A0BR TCGA-BH-A0C1 TCGA-BH-A0EE TCGA-BH-A0GY TCGA-BH-A0H9 
       56.98        53.65        43.99        31.00        30.15        41.00 
TCGA-BH-A0HU TCGA-BH-A0HY TCGA-BH-A18P TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A1EV 
       12.89        28.50        30.28         7.36        51.39        12.00 
TCGA-C8-A137 TCGA-C8-A138 TCGA-C8-A1HL TCGA-D8-A13Z TCGA-E2-A107 TCGA-E2-A10C 
        0.10         0.23         0.07         6.90        25.08        28.04 
TCGA-E2-A14P TCGA-E2-A14V TCGA-E2-A152 TCGA-E2-A1B0 
       16.01        24.59        19.33        41.79 

$subtype7
TCGA-A2-A0CL TCGA-A2-A0EQ TCGA-A8-A08I TCGA-A8-A08P TCGA-A8-A0A7 TCGA-AN-A0AJ 
       60.07        67.50        12.00        30.97         0.99         7.99 
TCGA-AO-A03O TCGA-AO-A0JC TCGA-AR-A0TT TCGA-AR-A1AV TCGA-AR-A1AX TCGA-B6-A0WS 
       81.63        50.86        55.20        42.58        36.26        97.48 
TCGA-BH-A0BF TCGA-BH-A0BZ TCGA-BH-A0C0 TCGA-BH-A0H5 TCGA-BH-A0W7 TCGA-C8-A1HM 
       25.68        49.05        41.75        35.51        18.35         0.20 
TCGA-E2-A14Z 
       17.03 

$subtype8
TCGA-A2-A0EN TCGA-A2-A0EW TCGA-A2-A0SY TCGA-A2-A0T4 TCGA-A2-A0T6 TCGA-A7-A0CG 
       82.68        25.32        37.94        12.99        11.31         5.46 
TCGA-A8-A07E TCGA-A8-A07J TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XL TCGA-AO-A0J5 
       19.99        12.00         7.17         6.28         0.33        24.16 
TCGA-AO-A0J9 TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AR-A1AL TCGA-B6-A0X7 
       41.26        11.64        14.76        49.71        48.82        58.88 
TCGA-BH-A0AY TCGA-BH-A0B0 TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0C3 
       25.55        46.92        36.72        35.67        48.69        48.13 
TCGA-BH-A0DE TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0DX TCGA-BH-A0HK TCGA-BH-A18F 
       31.17         3.22         2.53        47.41         5.85         8.81 
TCGA-BH-A1EU TCGA-BH-A1EW TCGA-D8-A145 TCGA-E2-A108 TCGA-E2-A15M TCGA-E2-A1B6 
       42.28        55.69         1.61         4.08         7.69        11.11 
TCGA-E2-A1BC 
        9.76 

subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 subtype7 subtype8 
    0.07     0.07     0.30     0.07     0.30     0.07     0.20     0.33 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 subtype7 subtype8 
  177.40   157.41   223.40   211.53   220.87   188.98    97.48    82.68 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 subtype7 subtype8 
  24.415   40.605   14.010   21.880   19.000   24.850   36.260   19.990 
[1] "0.1 - 177.4 (24.4)" "0.1 - 157.4 (40.6)" "0.3 - 223.4 (14.0)"
[4] "0.1 - 211.5 (21.9)" "0.3 - 220.9 (19.0)" "0.1 - 189.0 (24.9)"
[7] "0.2 - 97.5 (36.3)"  "0.3 - 82.7 (20.0)" 
  [1] "subtype1" "subtype2" "subtype3" "subtype1" "subtype4" "subtype3"
  [7] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
 [13] "subtype4" "subtype4" "subtype1" "subtype6" "subtype6" "subtype1"
 [19] "subtype7" "subtype4" "subtype2" "subtype5" "subtype5" "subtype1"
 [25] "subtype1" "subtype2" "subtype1" "subtype6" "subtype4" "subtype2"
 [31] "subtype4" "subtype6" "subtype4" "subtype5" "subtype1" "subtype5"
 [37] "subtype8" "subtype2" "subtype7" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype5" "subtype8" "subtype2" "subtype6" "subtype4"
 [49] "subtype2" "subtype3" "subtype6" "subtype4" "subtype8" "subtype4"
 [55] "subtype6" "subtype4" "subtype1" "subtype8" "subtype5" "subtype8"
 [61] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype6"
 [67] "subtype1" "subtype5" "subtype4" "subtype2" "subtype2" "subtype4"
 [73] "subtype1" "subtype1" "subtype4" "subtype8" "subtype5" "subtype1"
 [79] "subtype1" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
 [85] "subtype1" "subtype3" "subtype6" "subtype6" "subtype1" "subtype1"
 [91] "subtype1" "subtype5" "subtype1" "subtype6" "subtype6" "subtype1"
 [97] "subtype6" "subtype4" "subtype8" "subtype5" "subtype5" "subtype3"
[103] "subtype8" "subtype1" "subtype4" "subtype1" "subtype4" "subtype5"
[109] "subtype4" "subtype1" "subtype1" "subtype1" "subtype6" "subtype1"
[115] "subtype1" "subtype5" "subtype6" "subtype5" "subtype1" "subtype1"
[121] "subtype7" "subtype6" "subtype6" "subtype2" "subtype7" "subtype4"
[127] "subtype5" "subtype5" "subtype4" "subtype3" "subtype1" "subtype6"
[133] "subtype5" "subtype5" "subtype3" "subtype5" "subtype2" "subtype5"
[139] "subtype5" "subtype1" "subtype1" "subtype6" "subtype1" "subtype1"
[145] "subtype6" "subtype1" "subtype1" "subtype5" "subtype5" "subtype6"
[151] "subtype6" "subtype5" "subtype5" "subtype2" "subtype2" "subtype7"
[157] "subtype1" "subtype5" "subtype5" "subtype3" "subtype5" "subtype1"
[163] "subtype5" "subtype1" "subtype1" "subtype6" "subtype4" "subtype7"
[169] "subtype1" "subtype4" "subtype4" "subtype4" "subtype3" "subtype4"
[175] "subtype1" "subtype1" "subtype4" "subtype5" "subtype4" "subtype8"
[181] "subtype8" "subtype6" "subtype6" "subtype1" "subtype4" "subtype1"
[187] "subtype1" "subtype4" "subtype8" "subtype3" "subtype5" "subtype5"
[193] "subtype5" "subtype3" "subtype1" "subtype4" "subtype5" "subtype3"
[199] "subtype2" "subtype2" "subtype6" "subtype7" "subtype1" "subtype1"
[205] "subtype1" "subtype4" "subtype1" "subtype6" "subtype1" "subtype4"
[211] "subtype8" "subtype4" "subtype1" "subtype5" "subtype8" "subtype2"
[217] "subtype2" "subtype7" "subtype6" "subtype6" "subtype8" "subtype8"
[223] "subtype1" "subtype8" "subtype4" "subtype6" "subtype4" "subtype5"
[229] "subtype1" "subtype4" "subtype4" "subtype5" "subtype5" "subtype2"
[235] "subtype6" "subtype2" "subtype4" "subtype5" "subtype1" "subtype1"
[241] "subtype4" "subtype6" "subtype4" "subtype1" "subtype5" "subtype4"
[247] "subtype7" "subtype4" "subtype1" "subtype1" "subtype6" "subtype1"
[253] "subtype1" "subtype4" "subtype4" "subtype1" "subtype6" "subtype4"
[259] "subtype4" "subtype4" "subtype4" "subtype2" "subtype8" "subtype5"
[265] "subtype2" "subtype5" "subtype4" "subtype4" "subtype5" "subtype6"
[271] "subtype2" "subtype7" "subtype5" "subtype7" "subtype4" "subtype4"
[277] "subtype5" "subtype4" "subtype6" "subtype6" "subtype5" "subtype5"
[283] "subtype5" "subtype2" "subtype6" "subtype2" "subtype4" "subtype6"
[289] "subtype1" "subtype1" "subtype1" "subtype5" "subtype4" "subtype4"
[295] "subtype1" "subtype6" "subtype3" "subtype1" "subtype1" "subtype5"
[301] "subtype5" "subtype5" "subtype2" "subtype6" "subtype4" "subtype4"
[307] "subtype2" "subtype7" "subtype1" "subtype1" "subtype1" "subtype4"
[313] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype1"
[319] "subtype8" "subtype1" "subtype4" "subtype6" "subtype8" "subtype2"
[325] "subtype8" "subtype2" "subtype4" "subtype1" "subtype5" "subtype6"
[331] "subtype1" "subtype4" "subtype5" "subtype5" "subtype5" "subtype7"
[337] "subtype4" "subtype5" "subtype4" "subtype8" "subtype8" "subtype8"
[343] "subtype5" "subtype6" "subtype5" "subtype5" "subtype5" "subtype4"
[349] "subtype7" "subtype7" "subtype6" "subtype8" "subtype1" "subtype1"
[355] "subtype8" "subtype2" "subtype1" "subtype2" "subtype1" "subtype4"
[361] "subtype5" "subtype5" "subtype8" "subtype8" "subtype5" "subtype8"
[367] "subtype3" "subtype4" "subtype5" "subtype1" "subtype4" "subtype1"
[373] "subtype2" "subtype5" "subtype5" "subtype6" "subtype2" "subtype6"
[379] "subtype1" "subtype1" "subtype1" "subtype7" "subtype3" "subtype1"
[385] "subtype6" "subtype5" "subtype1" "subtype5" "subtype5" "subtype8"
[391] "subtype4" "subtype4" "subtype5" "subtype5" "subtype5" "subtype6"
[397] "subtype1" "subtype1" "subtype6" "subtype4" "subtype5" "subtype5"
[403] "subtype5" "subtype7" "subtype4" "subtype8" "subtype4" "subtype5"
[409] "subtype3" "subtype4" "subtype1" "subtype5" "subtype1" "subtype6"
[415] "subtype4" "subtype1" "subtype5" "subtype6" "subtype6" "subtype4"
[421] "subtype3" "subtype1" "subtype5" "subtype8" "subtype6" "subtype8"
[427] "subtype4" "subtype6" "subtype6" "subtype2" "subtype6" "subtype7"
[433] "subtype1" "subtype1" "subtype6" "subtype1" "subtype5" "subtype4"
[439] "subtype4" "subtype8" "subtype5" "subtype4" "subtype1" "subtype1"
[445] "subtype6" "subtype8" "subtype1" "subtype1" "subtype5" "subtype6"
[451] "subtype5" "subtype3" "subtype4" "subtype1" "subtype6" "subtype2"
[457] "subtype4" "subtype1" "subtype1" "subtype6" "subtype1" "subtype4"
[463] "subtype4" "subtype7" "subtype4" "subtype6" "subtype3" "subtype5"
[469] "subtype1" "subtype5" "subtype4" "subtype4" "subtype1" "subtype5"
[475] "subtype5" "subtype2" "subtype1" "subtype5" "subtype2" "subtype5"
[481] "subtype5" "subtype5" "subtype5" "subtype8" "subtype1" "subtype5"
[487] "subtype1" "subtype1" "subtype1" "subtype4" "subtype6" "subtype2"
[493] "subtype5" "subtype4" "subtype8" "subtype8" "subtype5"
  [1] "subtype1" "subtype2" "subtype3" "subtype1" "subtype4" "subtype3"
  [7] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
 [13] "subtype4" "subtype4" "subtype1" "subtype6" "subtype6" "subtype1"
 [19] "subtype7" "subtype4" "subtype2" "subtype5" "subtype5" "subtype1"
 [25] "subtype1" "subtype2" "subtype1" "subtype6" "subtype4" "subtype2"
 [31] "subtype4" "subtype6" "subtype4" "subtype5" "subtype1" "subtype5"
 [37] "subtype8" "subtype2" "subtype7" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype5" "subtype8" "subtype2" "subtype6" "subtype4"
 [49] "subtype2" "subtype3" "subtype6" "subtype4" "subtype8" "subtype4"
 [55] "subtype6" "subtype4" "subtype1" "subtype8" "subtype5" "subtype8"
 [61] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype6"
 [67] "subtype1" "subtype5" "subtype4" "subtype2" "subtype2" "subtype4"
 [73] "subtype1" "subtype1" "subtype4" "subtype8" "subtype5" "subtype1"
 [79] "subtype1" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
 [85] "subtype1" "subtype3" "subtype6" "subtype6" "subtype1" "subtype1"
 [91] "subtype1" "subtype5" "subtype1" "subtype6" "subtype6" "subtype1"
 [97] "subtype6" "subtype4" "subtype8" "subtype5" "subtype5" "subtype3"
[103] "subtype8" "subtype1" "subtype4" "subtype1" "subtype4" "subtype5"
[109] "subtype4" "subtype1" "subtype1" "subtype1" "subtype6" "subtype1"
[115] "subtype1" "subtype5" "subtype6" "subtype5" "subtype1" "subtype1"
[121] "subtype7" "subtype6" "subtype6" "subtype2" "subtype7" "subtype4"
[127] "subtype5" "subtype5" "subtype4" "subtype3" "subtype1" "subtype6"
[133] "subtype5" "subtype5" "subtype3" "subtype5" "subtype2" "subtype5"
[139] "subtype5" "subtype1" "subtype1" "subtype6" "subtype1" "subtype1"
[145] "subtype6" "subtype1" "subtype1" "subtype5" "subtype5" "subtype6"
[151] "subtype6" "subtype5" "subtype5" "subtype2" "subtype2" "subtype7"
[157] "subtype1" "subtype5" "subtype5" "subtype3" "subtype5" "subtype1"
[163] "subtype5" "subtype1" "subtype1" "subtype6" "subtype4" "subtype7"
[169] "subtype1" "subtype4" "subtype4" "subtype4" "subtype3" "subtype4"
[175] "subtype1" "subtype1" "subtype4" "subtype5" "subtype4" "subtype8"
[181] "subtype8" "subtype6" "subtype6" "subtype1" "subtype4" "subtype1"
[187] "subtype1" "subtype4" "subtype8" "subtype3" "subtype5" "subtype5"
[193] "subtype5" "subtype3" "subtype1" "subtype4" "subtype5" "subtype3"
[199] "subtype2" "subtype2" "subtype6" "subtype7" "subtype1" "subtype1"
[205] "subtype1" "subtype4" "subtype1" "subtype6" "subtype1" "subtype4"
[211] "subtype8" "subtype4" "subtype1" "subtype5" "subtype8" "subtype2"
[217] "subtype2" "subtype7" "subtype6" "subtype6" "subtype8" "subtype8"
[223] "subtype1" "subtype8" "subtype4" "subtype6" "subtype4" "subtype5"
[229] "subtype1" "subtype4" "subtype4" "subtype5" "subtype5" "subtype2"
[235] "subtype6" "subtype2" "subtype4" "subtype5" "subtype1" "subtype1"
[241] "subtype4" "subtype6" "subtype4" "subtype1" "subtype5" "subtype4"
[247] "subtype7" "subtype4" "subtype1" "subtype1" "subtype6" "subtype1"
[253] "subtype1" "subtype4" "subtype4" "subtype1" "subtype6" "subtype4"
[259] "subtype4" "subtype4" "subtype4" "subtype2" "subtype8" "subtype5"
[265] "subtype2" "subtype5" "subtype4" "subtype4" "subtype5" "subtype6"
[271] "subtype2" "subtype7" "subtype5" "subtype7" "subtype4" "subtype4"
[277] "subtype5" "subtype4" "subtype6" "subtype6" "subtype5" "subtype5"
[283] "subtype5" "subtype2" "subtype6" "subtype2" "subtype4" "subtype6"
[289] "subtype1" "subtype1" "subtype1" "subtype5" "subtype4" "subtype4"
[295] "subtype1" "subtype6" "subtype3" "subtype1" "subtype1" "subtype5"
[301] "subtype5" "subtype5" "subtype2" "subtype6" "subtype4" "subtype4"
[307] "subtype2" "subtype7" "subtype1" "subtype1" "subtype1" "subtype4"
[313] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype1"
[319] "subtype8" "subtype1" "subtype4" "subtype6" "subtype8" "subtype2"
[325] "subtype8" "subtype2" "subtype4" "subtype1" "subtype5" "subtype6"
[331] "subtype1" "subtype4" "subtype5" "subtype5" "subtype5" "subtype7"
[337] "subtype4" "subtype5" "subtype4" "subtype8" "subtype8" "subtype8"
[343] "subtype5" "subtype6" "subtype5" "subtype5" "subtype5" "subtype4"
[349] "subtype7" "subtype7" "subtype6" "subtype8" "subtype1" "subtype1"
[355] "subtype8" "subtype2" "subtype1" "subtype2" "subtype1" "subtype4"
[361] "subtype5" "subtype5" "subtype8" "subtype8" "subtype5" "subtype8"
[367] "subtype3" "subtype4" "subtype5" "subtype1" "subtype4" "subtype1"
[373] "subtype2" "subtype5" "subtype5" "subtype6" "subtype2" "subtype6"
[379] "subtype1" "subtype1" "subtype1" "subtype7" "subtype3" "subtype1"
[385] "subtype6" "subtype5" "subtype1" "subtype5" "subtype5" "subtype8"
[391] "subtype4" "subtype4" "subtype5" "subtype5" "subtype5" "subtype6"
[397] "subtype1" "subtype1" "subtype6" "subtype4" "subtype5" "subtype5"
[403] "subtype5" "subtype7" "subtype4" "subtype8" "subtype4" "subtype5"
[409] "subtype3" "subtype4" "subtype1" "subtype5" "subtype1" "subtype6"
[415] "subtype4" "subtype1" "subtype5" "subtype6" "subtype6" "subtype4"
[421] "subtype3" "subtype1" "subtype5" "subtype8" "subtype6" "subtype8"
[427] "subtype4" "subtype6" "subtype6" "subtype2" "subtype6" "subtype7"
[433] "subtype1" "subtype1" "subtype6" "subtype1" "subtype5" "subtype4"
[439] "subtype4" "subtype8" "subtype5" "subtype4" "subtype1" "subtype1"
[445] "subtype6" "subtype8" "subtype1" "subtype1" "subtype5" "subtype6"
[451] "subtype5" "subtype3" "subtype4" "subtype1" "subtype6" "subtype2"
[457] "subtype4" "subtype1" "subtype1" "subtype6" "subtype1" "subtype4"
[463] "subtype4" "subtype7" "subtype4" "subtype6" "subtype3" "subtype5"
[469] "subtype1" "subtype5" "subtype4" "subtype4" "subtype1" "subtype5"
[475] "subtype5" "subtype2" "subtype1" "subtype5" "subtype2" "subtype5"
[481] "subtype5" "subtype5" "subtype5" "subtype8" "subtype1" "subtype5"
[487] "subtype1" "subtype1" "subtype1" "subtype4" "subtype6" "subtype2"
[493] "subtype5" "subtype4" "subtype8" "subtype8" "subtype5"
  [1] "subtype1" "subtype2" "subtype3" "subtype1" "subtype4" "subtype3"
  [7] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
 [13] "subtype4" "subtype4" "subtype1" "subtype6" "subtype6" "subtype1"
 [19] "subtype7" "subtype4" "subtype2" "subtype5" "subtype5" "subtype1"
 [25] "subtype1" "subtype2" "subtype1" "subtype6" "subtype4" "subtype2"
 [31] "subtype4" "subtype6" "subtype4" "subtype5" "subtype1" "subtype5"
 [37] "subtype8" "subtype2" "subtype7" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype5" "subtype8" "subtype2" "subtype6" "subtype4"
 [49] "subtype2" "subtype3" "subtype6" "subtype4" "subtype8" "subtype4"
 [55] "subtype6" "subtype4" "subtype1" "subtype8" "subtype5" "subtype8"
 [61] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype6"
 [67] "subtype1" "subtype5" "subtype4" "subtype2" "subtype2" "subtype4"
 [73] "subtype1" "subtype1" "subtype4" "subtype8" "subtype5" "subtype1"
 [79] "subtype1" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
 [85] "subtype1" "subtype3" "subtype6" "subtype6" "subtype1" "subtype1"
 [91] "subtype1" "subtype5" "subtype1" "subtype6" "subtype6" "subtype1"
 [97] "subtype6" "subtype4" "subtype8" "subtype5" "subtype5" "subtype3"
[103] "subtype8" "subtype1" "subtype4" "subtype1" "subtype4" "subtype5"
[109] "subtype4" "subtype1" "subtype1" "subtype1" "subtype6" "subtype1"
[115] "subtype1" "subtype5" "subtype6" "subtype5" "subtype1" "subtype1"
[121] "subtype7" "subtype6" "subtype6" "subtype2" "subtype7" "subtype4"
[127] "subtype5" "subtype5" "subtype4" "subtype3" "subtype1" "subtype6"
[133] "subtype5" "subtype5" "subtype3" "subtype5" "subtype2" "subtype5"
[139] "subtype5" "subtype1" "subtype1" "subtype6" "subtype1" "subtype1"
[145] "subtype6" "subtype1" "subtype1" "subtype5" "subtype5" "subtype6"
[151] "subtype6" "subtype5" "subtype5" "subtype2" "subtype2" "subtype7"
[157] "subtype1" "subtype5" "subtype5" "subtype3" "subtype5" "subtype1"
[163] "subtype5" "subtype1" "subtype1" "subtype6" "subtype4" "subtype7"
[169] "subtype1" "subtype4" "subtype4" "subtype4" "subtype3" "subtype4"
[175] "subtype1" "subtype1" "subtype4" "subtype5" "subtype4" "subtype8"
[181] "subtype8" "subtype6" "subtype6" "subtype1" "subtype4" "subtype1"
[187] "subtype1" "subtype4" "subtype8" "subtype3" "subtype5" "subtype5"
[193] "subtype5" "subtype3" "subtype1" "subtype4" "subtype5" "subtype3"
[199] "subtype2" "subtype2" "subtype6" "subtype7" "subtype1" "subtype1"
[205] "subtype1" "subtype4" "subtype1" "subtype6" "subtype1" "subtype4"
[211] "subtype8" "subtype4" "subtype1" "subtype5" "subtype8" "subtype2"
[217] "subtype2" "subtype7" "subtype6" "subtype6" "subtype8" "subtype8"
[223] "subtype1" "subtype8" "subtype4" "subtype6" "subtype4" "subtype5"
[229] "subtype1" "subtype4" "subtype4" "subtype5" "subtype5" "subtype2"
[235] "subtype6" "subtype2" "subtype4" "subtype5" "subtype1" "subtype1"
[241] "subtype4" "subtype6" "subtype4" "subtype1" "subtype5" "subtype4"
[247] "subtype7" "subtype4" "subtype1" "subtype1" "subtype6" "subtype1"
[253] "subtype1" "subtype4" "subtype4" "subtype1" "subtype6" "subtype4"
[259] "subtype4" "subtype4" "subtype4" "subtype2" "subtype8" "subtype5"
[265] "subtype2" "subtype5" "subtype4" "subtype4" "subtype5" "subtype6"
[271] "subtype2" "subtype7" "subtype5" "subtype7" "subtype4" "subtype4"
[277] "subtype5" "subtype4" "subtype6" "subtype6" "subtype5" "subtype5"
[283] "subtype5" "subtype2" "subtype6" "subtype2" "subtype4" "subtype6"
[289] "subtype1" "subtype1" "subtype1" "subtype5" "subtype4" "subtype4"
[295] "subtype1" "subtype6" "subtype3" "subtype1" "subtype1" "subtype5"
[301] "subtype5" "subtype5" "subtype2" "subtype6" "subtype4" "subtype4"
[307] "subtype2" "subtype7" "subtype1" "subtype1" "subtype1" "subtype4"
[313] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype1"
[319] "subtype8" "subtype1" "subtype4" "subtype6" "subtype8" "subtype2"
[325] "subtype8" "subtype2" "subtype4" "subtype1" "subtype5" "subtype6"
[331] "subtype1" "subtype4" "subtype5" "subtype5" "subtype5" "subtype7"
[337] "subtype4" "subtype5" "subtype4" "subtype8" "subtype8" "subtype8"
[343] "subtype5" "subtype6" "subtype5" "subtype5" "subtype5" "subtype4"
[349] "subtype7" "subtype7" "subtype6" "subtype8" "subtype1" "subtype1"
[355] "subtype8" "subtype2" "subtype1" "subtype2" "subtype1" "subtype4"
[361] "subtype5" "subtype5" "subtype8" "subtype8" "subtype5" "subtype8"
[367] "subtype3" "subtype4" "subtype5" "subtype1" "subtype4" "subtype1"
[373] "subtype2" "subtype5" "subtype5" "subtype6" "subtype2" "subtype6"
[379] "subtype1" "subtype1" "subtype1" "subtype7" "subtype3" "subtype1"
[385] "subtype6" "subtype5" "subtype1" "subtype5" "subtype5" "subtype8"
[391] "subtype4" "subtype4" "subtype5" "subtype5" "subtype5" "subtype6"
[397] "subtype1" "subtype1" "subtype6" "subtype4" "subtype5" "subtype5"
[403] "subtype5" "subtype7" "subtype4" "subtype8" "subtype4" "subtype5"
[409] "subtype3" "subtype4" "subtype1" "subtype5" "subtype1" "subtype6"
[415] "subtype4" "subtype1" "subtype5" "subtype6" "subtype6" "subtype4"
[421] "subtype3" "subtype1" "subtype5" "subtype8" "subtype6" "subtype8"
[427] "subtype4" "subtype6" "subtype6" "subtype2" "subtype6" "subtype7"
[433] "subtype1" "subtype1" "subtype6" "subtype1" "subtype5" "subtype4"
[439] "subtype4" "subtype8" "subtype5" "subtype4" "subtype1" "subtype1"
[445] "subtype6" "subtype8" "subtype1" "subtype1" "subtype5" "subtype6"
[451] "subtype5" "subtype3" "subtype4" "subtype1" "subtype6" "subtype2"
[457] "subtype4" "subtype1" "subtype1" "subtype6" "subtype1" "subtype4"
[463] "subtype4" "subtype7" "subtype4" "subtype6" "subtype3" "subtype5"
[469] "subtype1" "subtype5" "subtype4" "subtype4" "subtype1" "subtype5"
[475] "subtype5" "subtype2" "subtype1" "subtype5" "subtype2" "subtype5"
[481] "subtype5" "subtype5" "subtype5" "subtype8" "subtype1" "subtype5"
[487] "subtype1" "subtype1" "subtype1" "subtype4" "subtype6" "subtype2"
[493] "subtype5" "subtype4" "subtype8" "subtype8" "subtype5"
D1V2, continuous
D1V3, binary
          cls
clus         0   1
  subtype1 122   4
  subtype2  41   0
  subtype3  20   1
  subtype4 103   0
  subtype5 107   0
  subtype6  73   0
  subtype7  19   1
  subtype8  38   0
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  122    4
  subtype2   41    0
  subtype3   20    1
  subtype4  103    0
  subtype5  107    0
  subtype6   73    0
  subtype7   19    1
  subtype8   38    0
D1V4, binary
          cls
clus        0  1
  subtype1 33 93
  subtype2 11 30
  subtype3  4 17
  subtype4 34 69
  subtype5 29 78
  subtype6 19 54
  subtype7  5 15
  subtype8 12 26
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   33   93
  subtype2   11   30
  subtype3    4   17
  subtype4   34   69
  subtype5   29   78
  subtype6   19   54
  subtype7    5   15
  subtype8   12   26
D1V5, binary
          cls
clus        0  1
  subtype1 53 73
  subtype2 20 21
  subtype3  5 16
  subtype4 48 55
  subtype5 45 62
  subtype6 26 47
  subtype7  6 14
  subtype8 18 20
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   53   73
  subtype2   20   21
  subtype3    5   16
  subtype4   48   55
  subtype5   45   62
  subtype6   26   47
  subtype7    6   14
  subtype8   18   20

Clustering(2) Variable = MRNA_CHIERARCHICAL
D2V1, survival
          sevent
clus2        0   1
  subtype1 103  15
  subtype2 111  14
  subtype3 218  36
subtype1 subtype2 subtype3 
     118      125      254 
subtype1 subtype2 subtype3 
      15       14       36 
$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-A0HL TCGA-BH-A0HN 
       48.23         4.37         9.60        31.00         2.37        16.96 
TCGA-BH-A0RX TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18K TCGA-BH-A18Q TCGA-BH-A18V 
        5.59        12.23         2.01        90.81        55.63        51.12 
TCGA-D8-A13Y TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 TCGA-E2-A14N 
        8.68         6.90         2.01         5.65         0.07        44.38 
TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A158 
       16.01        27.78        22.75        22.62        19.43        14.79 
TCGA-E2-A159 TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1B5 
       16.93        64.57        41.79        25.45 

$subtype2
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-A0SY TCGA-A2-A0T4 TCGA-A2-A0T6 TCGA-A2-A0YD TCGA-A2-A0YI 
       18.05        37.94        12.99        11.31        18.08        11.77 
TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A7-A0CG TCGA-A7-A0DB TCGA-A8-A07E TCGA-A8-A07G 
       10.98         8.81         5.46         4.60        19.99        18.94 
TCGA-A8-A07J TCGA-A8-A08O TCGA-A8-A08Z TCGA-A8-A0A1 TCGA-A8-A0A4 TCGA-A8-A0A6 
       12.00        30.97        40.01        12.00        13.02        21.04 
TCGA-A8-A0AB TCGA-AN-A046 TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XL TCGA-AN-A0XS 
       17.00         0.33         7.17         6.28         0.33         0.33 
TCGA-AN-A0XV TCGA-AO-A03M TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03U TCGA-AO-A0J9 
        5.33        47.84        56.12        39.02        59.05        41.26 
TCGA-AO-A0JB TCGA-AO-A0JC TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A12A 
       37.81        50.86        11.64        14.76        49.71        90.54 
TCGA-AO-A12E TCGA-AR-A0TT TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN TCGA-AR-A1AO 
       57.27        55.20        51.22        48.82        43.69        43.53 
TCGA-AR-A1AP TCGA-AR-A1AU TCGA-AR-A1AV TCGA-AR-A1AX TCGA-B6-A0IE TCGA-B6-A0IH 
       39.95        46.32        42.58        36.26        65.69       112.37 
TCGA-B6-A0IP TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WY TCGA-B6-A0X7 
      110.93       140.48       157.41        97.48       113.75        58.88 
TCGA-BH-A0AU TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B5 
       24.53        25.55        28.50        46.92        37.74        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-A0W4 TCGA-BH-A0W5 TCGA-BH-A0W7 
       23.90         5.85        13.61         5.75        17.85        18.35 
TCGA-BH-A18F TCGA-BH-A18I TCGA-BH-A18M TCGA-BH-A18R TCGA-BH-A1EO TCGA-BH-A1EU 
        8.81         7.23        72.56        37.51        91.99        42.28 
TCGA-BH-A1EW TCGA-BH-A1F0 TCGA-D8-A141 TCGA-D8-A145 TCGA-D8-A146 TCGA-E2-A108 
       55.69        25.81         3.72         1.61        11.31         4.08 
TCGA-E2-A10F TCGA-E2-A14Z TCGA-E2-A15C TCGA-E2-A15E TCGA-E2-A15I TCGA-E2-A15K 
       11.84        17.03        16.31        17.00        13.51         1.12 
TCGA-E2-A15M TCGA-E2-A15P TCGA-E2-A1B1 TCGA-E2-A1B6 TCGA-E2-A1BC 
        7.69        10.36        44.75        11.11         9.76 

$subtype3
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-A0SU TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0T3 
       24.10        15.95        44.42        27.12        44.84        14.99 
TCGA-A2-A0T5 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YG TCGA-A2-A0YH 
       10.55        13.05        21.14         9.50        13.28        12.46 
TCGA-A2-A0YT TCGA-A7-A0CD TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A13F 
       23.77         5.59         5.29         6.18         5.23         6.44 
TCGA-A8-A06O TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U 
       13.02        13.02         1.02        17.95        41.06        29.00 
TCGA-A8-A06X TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 
       31.00        26.01         1.02        17.00        53.95         9.01 
TCGA-A8-A07B TCGA-A8-A07F TCGA-A8-A07I TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S 
       33.01        18.94        14.01        17.00        10.98         7.96 
TCGA-A8-A07W TCGA-A8-A07Z TCGA-A8-A082 TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 
        9.99        28.04        18.05        15.06        36.95        13.02 
TCGA-A8-A08A TCGA-A8-A08B TCGA-A8-A08C TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A08I 
        0.99        23.08        19.96        18.05        19.92        12.00 
TCGA-A8-A08J TCGA-A8-A08P TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A091 TCGA-A8-A092 
       37.05        30.97        19.07        93.04        19.07        17.03 
TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A097 TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09B 
       17.92        41.95        12.00         9.99         9.99        12.00 
TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09E TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M 
        1.02        13.02        30.97        33.07        29.95        15.02 
TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W 
        1.02        25.02         8.98        19.00        15.02         0.99 
TCGA-A8-A0A2 TCGA-A8-A0A9 TCGA-A8-A0AD TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A041 
       19.00        13.02        38.04         0.33         0.33         0.23 
TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AM TCGA-AN-A0AS 
        0.62         2.93         7.99         7.33         0.16         0.30 
TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0FW 
        6.41         4.60         6.97         6.02         0.33         0.36 
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-A0XT TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03N TCGA-AO-A03O TCGA-AO-A03P 
        0.33         5.59        80.28        54.08        81.63        84.69 
TCGA-AO-A03V TCGA-AO-A0J3 TCGA-AO-A0J5 TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0JA 
       29.13         9.93        24.16         8.55         9.11        11.38 
TCGA-AO-A0JD TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A12B 
       59.61        38.53        60.03        99.22        93.70        77.56 
TCGA-AO-A12C TCGA-AO-A12G TCGA-AO-A12H TCGA-AQ-A04H TCGA-AQ-A04L TCGA-AR-A0TQ 
       65.52        41.59        28.34        14.43       109.94        49.32 
TCGA-AR-A0TR TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY TCGA-AR-A0TZ TCGA-AR-A0U2 
        5.26        29.72        24.30        55.86        43.17        83.87 
TCGA-AR-A0U3 TCGA-AR-A1AS TCGA-AR-A1AW TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0I9 
       74.40        40.83        35.24       149.56        24.62        12.13 
TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IG TCGA-B6-A0IM TCGA-B6-A0IN 
      220.87       129.57        50.70       146.50       126.12        84.59 
TCGA-B6-A0IO TCGA-B6-A0RG TCGA-B6-A0RH TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM 
      110.14        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-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-BH-A0B4 TCGA-BH-A0B8 
      129.57       129.70        28.24        68.94        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-A0HQ TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY 
        2.50        36.85        12.89        51.29        27.25        28.50 
TCGA-BH-A0W3 TCGA-BH-A18J TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18S 
        5.92        20.09        26.66        37.74        30.28        66.05 
TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EV TCGA-C8-A137 
        7.36        51.39       113.82        82.85        12.00         0.10 
TCGA-C8-A138 TCGA-C8-A1HI TCGA-C8-A1HL TCGA-C8-A1HM TCGA-C8-A1HN TCGA-D8-A140 
        0.23         0.07         0.07         0.20         0.07         0.89 
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-A10C TCGA-E2-A10E TCGA-E2-A14O TCGA-E2-A14Q TCGA-E2-A14S TCGA-E2-A14T 
       28.04        13.74        38.53        32.02        27.42        29.26 
TCGA-E2-A14V TCGA-E2-A14W TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 
       24.59        27.39        19.33        19.27        10.68        18.18 
TCGA-E2-A156 TCGA-E2-A15A TCGA-E2-A15D TCGA-E2-A15F TCGA-E2-A15G TCGA-E2-A15H 
       15.81        16.50        10.36        15.39        10.36         1.38 
TCGA-E2-A15J TCGA-E2-A15L TCGA-E2-A15O TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T 
       15.22        10.88        12.99        10.85         9.01         8.78 
TCGA-E2-A1B4 TCGA-E2-A1BD 
       29.95        10.42 

subtype1 subtype2 subtype3 
    0.07     0.33     0.07 
subtype1 subtype2 subtype3 
  211.53   157.41   223.40 
subtype1 subtype2 subtype3 
  21.600   27.160   23.065 
[1] "0.1 - 211.5 (21.6)" "0.3 - 157.4 (27.2)" "0.1 - 223.4 (23.1)"
  [1] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
  [7] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
 [19] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [25] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
 [37] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
 [43] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
 [49] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
 [61] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
 [67] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [73] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [79] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [85] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [91] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [97] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[103] "subtype2" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[115] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
[127] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[157] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[169] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[181] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[187] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[217] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[223] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[235] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[241] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[247] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[253] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[259] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[265] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[277] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[283] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[289] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[295] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[301] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[307] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[313] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[319] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[331] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[343] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[349] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[355] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[373] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[379] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[391] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[397] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[403] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[415] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[421] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[427] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[433] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[439] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[445] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[457] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[463] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[475] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[487] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[493] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
  [1] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
  [7] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
 [19] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [25] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
 [37] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
 [43] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
 [49] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
 [61] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
 [67] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [73] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [79] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [85] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [91] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [97] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[103] "subtype2" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[115] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
[127] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[157] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[169] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[181] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[187] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[217] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[223] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[235] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[241] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[247] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[253] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[259] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[265] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[277] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[283] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[289] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[295] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[301] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[307] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[313] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[319] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[331] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[343] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[349] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[355] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[373] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[379] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[391] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[397] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[403] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[415] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[421] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[427] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[433] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[439] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[445] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[457] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[463] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[475] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[487] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[493] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
  [1] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
  [7] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [13] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
 [19] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [25] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
 [37] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
 [43] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
 [49] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [55] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
 [61] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
 [67] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [73] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [79] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [85] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [91] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [97] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[103] "subtype2" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[115] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype1"
[127] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[157] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[169] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[181] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[187] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[217] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[223] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[235] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[241] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[247] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[253] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[259] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[265] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[271] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[277] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[283] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[289] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[295] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[301] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[307] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[313] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[319] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[331] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[343] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[349] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[355] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[373] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[379] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[391] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[397] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[403] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[415] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[421] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[427] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[433] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[439] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[445] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[457] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[463] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[475] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[487] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[493] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
D2V2, continuous
D2V3, binary
          cls
clus         0   1
  subtype1 129   0
  subtype2 128   1
  subtype3 266   5
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  129    0
  subtype2  128    1
  subtype3  266    5
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      129      128      266
  MALE          0        1        5
D2V4, binary
          cls
clus         0   1
  subtype1  43  86
  subtype2  37  92
  subtype3  67 204
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   43   86
  subtype2   37   92
  subtype3   67  204
     clus
vv    subtype1 subtype2 subtype3
  NO        43       37       67
  YES       86       92      204
D2V5, binary
          cls
clus         0   1
  subtype1  59  70
  subtype2  57  72
  subtype3 105 166
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   59   70
  subtype2   57   72
  subtype3  105  166
     clus
vv    subtype1 subtype2 subtype3
  NO        59       57      105
  YES       70       72      166

Clustering(3) Variable = CN_CNMF
D3V1, survival
          sevent
clus2        0   1
  subtype1 270  31
  subtype2 165  23
  subtype3  59   5
  subtype4 155  25
  subtype5  37  10
subtype1 subtype2 subtype3 subtype4 subtype5 
     301      188       64      180       47 
subtype1 subtype2 subtype3 subtype4 subtype5 
      31       23        5       25       10 
$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-A0T4 
       18.05        54.02        44.42        37.94        10.59        12.99 
TCGA-A2-A0T5 TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YD TCGA-A2-A0YF 
       10.55        11.31        13.05        21.14        18.08         9.50 
TCGA-A2-A0YI TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FZ TCGA-A2-A1G4 TCGA-A2-A1G6 
       11.77        10.98         8.81        13.45        12.23         4.34 
TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25C TCGA-A2-A25F TCGA-A2-A3KD TCGA-A7-A0CG 
       42.25        97.58         9.37         3.72        26.40         5.46 
TCGA-A7-A0CH TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A26F TCGA-A7-A26H TCGA-A7-A3IY 
        5.29         6.84        13.84         8.45         2.10         4.96 
TCGA-A7-A3IZ TCGA-A7-A3J0 TCGA-A7-A3J1 TCGA-A8-A06P TCGA-A8-A07E TCGA-A8-A07J 
        4.87         2.50         2.47        13.02        19.99        12.00 
TCGA-A8-A07S TCGA-A8-A08A TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A095 TCGA-A8-A09D 
        7.96         0.99        93.04        40.01        41.95        13.02 
TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09X TCGA-A8-A0A1 TCGA-A8-A0A7 TCGA-A8-A0AD 
       19.00        15.02        14.01        12.00         0.99        38.04 
TCGA-AC-A23C TCGA-AC-A23G TCGA-AC-A2B8 TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG 
        0.95        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-AC-A3OD TCGA-AN-A046 TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FN TCGA-AN-A0FS 
        1.15         0.33         6.41         4.60         7.17         6.28 
TCGA-AN-A0XO TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XV TCGA-AO-A03U TCGA-AO-A0J5 
       12.33         0.33         0.33         5.33        59.05        24.16 
TCGA-AO-A0J8 TCGA-AO-A0JA TCGA-AO-A0JC TCGA-AO-A0JD TCGA-AO-A0JF TCGA-AO-A0JJ 
        9.11        11.38        50.86        59.61        11.64        49.71 
TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A128 TCGA-AO-A12B TCGA-AO-A12H TCGA-AO-A1KO 
       99.22        93.70        94.59        77.56        28.34        14.73 
TCGA-AQ-A1H3 TCGA-AR-A0TS TCGA-AR-A0TX TCGA-AR-A1AJ TCGA-AR-A1AL TCGA-AR-A1AO 
        4.54        37.41         0.49        52.73        48.82        43.53 
TCGA-AR-A1AS TCGA-AR-A1AU TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A24M TCGA-AR-A24N 
       40.83        46.32        35.24        36.26        65.42        68.19 
TCGA-AR-A24O TCGA-AR-A24P TCGA-AR-A24T TCGA-AR-A24U TCGA-AR-A24W TCGA-AR-A24X 
       65.65         0.85        53.26        53.36        50.96        48.16 
TCGA-AR-A252 TCGA-AR-A2LE TCGA-AR-A2LH TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO 
       40.64       128.65        20.22        40.01        17.06        20.81 
TCGA-AR-A2LQ TCGA-B6-A0I5 TCGA-B6-A0IC TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IP 
       16.96       149.56        50.70       126.12        84.59       110.93 
TCGA-B6-A0RI TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RQ TCGA-B6-A0RT TCGA-B6-A0RV 
      223.40        78.02       172.96       140.48        89.46       157.41 
TCGA-B6-A0WT TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A0X7 
      177.40       129.57       129.70        28.24        68.94        58.88 
TCGA-B6-A1KI TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B7 TCGA-BH-A0BD TCGA-BH-A0BM 
       48.10        28.50        46.92        56.98        18.21        36.72 
TCGA-BH-A0BO TCGA-BH-A0BQ TCGA-BH-A0BS TCGA-BH-A0BZ TCGA-BH-A0C3 TCGA-BH-A0DE 
       35.67        27.16        53.92        49.05        48.13        31.17 
TCGA-BH-A0DG TCGA-BH-A0DH TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DT 
       23.44        38.01        22.13        13.91        17.26        38.47 
TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0DZ TCGA-BH-A0E1 TCGA-BH-A0E2 TCGA-BH-A0E7 
       45.17        47.41        16.27        15.68        12.36        44.78 
TCGA-BH-A0EA TCGA-BH-A0EB TCGA-BH-A0EE TCGA-BH-A0EI TCGA-BH-A0H3 TCGA-BH-A0H5 
       32.65        24.49        31.00        24.43        37.78        35.51 
TCGA-BH-A0H6 TCGA-BH-A0HA TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HO TCGA-BH-A0HP 
       24.56        28.14        20.35         5.85         2.50        13.61 
TCGA-BH-A0HQ TCGA-BH-A0RX TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A0W7 TCGA-BH-A18F 
       36.85         5.59         5.75        17.85        18.35         8.81 
TCGA-BH-A18G TCGA-BH-A18J TCGA-BH-A18M TCGA-BH-A18P TCGA-BH-A1ES TCGA-BH-A1ET 
        2.01        20.09        72.56        30.28       113.82        82.85 
TCGA-BH-A1EU TCGA-BH-A1EX TCGA-BH-A1F0 TCGA-BH-A1FB TCGA-BH-A1FE TCGA-BH-A1FG 
       42.28        49.58        25.81       120.62        74.73       122.89 
TCGA-BH-A1FH TCGA-BH-A1FJ TCGA-BH-A1FL TCGA-BH-A1FR TCGA-BH-A1FU TCGA-C8-A137 
       36.92        63.35        55.00       144.59        72.07         0.10 
TCGA-C8-A1HI TCGA-C8-A26V TCGA-C8-A26X TCGA-C8-A26Y TCGA-C8-A275 TCGA-D8-A141 
        0.07         0.30         0.36         0.43         0.03         3.72 
TCGA-D8-A145 TCGA-D8-A1J8 TCGA-D8-A1JE TCGA-D8-A1JH TCGA-D8-A1JN TCGA-D8-A1JS 
        1.61         8.42         1.87         9.34         7.13         3.45 
TCGA-D8-A1JU TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XG 
        3.48         2.79         8.94         6.61         2.66         6.44 
TCGA-D8-A1XM TCGA-D8-A1XU TCGA-D8-A1XV TCGA-D8-A27E TCGA-D8-A27G TCGA-D8-A27I 
        7.17         4.90         4.80         5.98         6.87         6.08 
TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27P TCGA-D8-A27T TCGA-E2-A108 TCGA-E2-A10A 
        3.88         4.11         0.72         4.44         4.08        11.57 
TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14N TCGA-E2-A14Q TCGA-E2-A14Y TCGA-E2-A155 
       13.74        11.84        44.38        32.02        22.62        18.18 
TCGA-E2-A156 TCGA-E2-A15C TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L 
       15.81        16.31        13.51        15.22         1.12        10.88 
TCGA-E2-A15P TCGA-E2-A1B1 TCGA-E2-A1B4 TCGA-E2-A1B5 TCGA-E2-A1B6 TCGA-E2-A1BC 
       10.36        44.75        29.95        25.45        11.11         9.76 
TCGA-E2-A1IF TCGA-E2-A1IJ TCGA-E2-A1IK TCGA-E2-A1IL TCGA-E2-A1IU TCGA-E2-A1L6 
       31.43        23.84        17.03         0.46         4.18        43.13 
TCGA-E2-A1L9 TCGA-E2-A1LB TCGA-E2-A1LE TCGA-E2-A2P6 TCGA-E2-A3DX TCGA-E9-A1R3 
       12.76        31.96        28.90         5.49         7.13         2.10 
TCGA-E9-A1R4 TCGA-E9-A1R5 TCGA-E9-A1RA TCGA-E9-A1RD TCGA-E9-A1RI TCGA-E9-A227 
        0.95         1.38         0.95         0.66         1.58         0.79 
TCGA-E9-A243 TCGA-E9-A245 TCGA-E9-A248 TCGA-E9-A24A TCGA-E9-A2JT TCGA-EW-A1IW 
        1.41         0.82         0.69         0.33         0.76         8.28 
TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ TCGA-EW-A1J2 TCGA-EW-A1OX TCGA-EW-A1P1 
       35.57         8.48         8.55         4.57        18.48        30.21 
TCGA-EW-A1P6 TCGA-EW-A1P7 TCGA-EW-A1PE TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A2FR 
       10.26        20.88         3.48         4.57        28.77        36.82 
TCGA-GI-A2C8 TCGA-GM-A2D9 TCGA-GM-A2DA TCGA-GM-A2DB TCGA-GM-A2DD TCGA-GM-A2DH 
        6.97        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-A0SJ TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04R 
       14.37        14.01         7.96        39.32        18.18        77.72 
TCGA-A2-A04X TCGA-A2-A0CT TCGA-A2-A0D4 TCGA-A2-A0ET TCGA-A2-A0EU TCGA-A2-A0EV 
       44.35        63.02        16.31        26.53        24.10        17.92 
TCGA-A2-A0SV TCGA-A2-A0T3 TCGA-A2-A0YG TCGA-A2-A0YT TCGA-A2-A1FW TCGA-A2-A1FX 
       27.12        14.99        13.28        23.77         7.27        30.74 
TCGA-A2-A25B TCGA-A2-A25E TCGA-A7-A0CD TCGA-A7-A0CJ TCGA-A7-A26J TCGA-A7-A2KD 
        8.48        82.55         5.59         6.18         2.20         5.95 
TCGA-A8-A06O TCGA-A8-A06Q TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06Z 
       13.02         1.02        17.95        41.06        29.00         1.02 
TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07B TCGA-A8-A07G TCGA-A8-A07I TCGA-A8-A07P 
       53.95         9.01        33.01        18.94        14.01        10.98 
TCGA-A8-A07W TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A08I 
        9.99        36.95        13.02        18.05        19.92        12.00 
TCGA-A8-A08J TCGA-A8-A08O TCGA-A8-A08P TCGA-A8-A08S TCGA-A8-A097 TCGA-A8-A09A 
       37.05        30.97        30.97        19.07        12.00         9.99 
TCGA-A8-A09C TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09Q TCGA-A8-A09R 
        1.02        33.07        29.95        15.02        25.02         8.98 
TCGA-A8-A09W TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-A8-A0A9 TCGA-AC-A23H TCGA-AC-A2BM 
        0.99        13.02        21.04        13.02         2.66        38.20 
TCGA-AC-A2FM TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AJ 
       26.04         0.33         0.23         0.62         2.93         7.99 
TCGA-AN-A0FV TCGA-AN-A0FW TCGA-AN-A0XL TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03O 
        0.33         0.36         0.33         5.59        80.28        81.63 
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-A0AW TCGA-BH-A0B4 TCGA-BH-A0BC TCGA-BH-A0C7 
      109.48        24.53        20.45        39.16        32.02        42.90 
TCGA-BH-A0DD TCGA-BH-A0DQ TCGA-BH-A0H7 TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0W3 
       45.80         3.22        23.05        51.29        27.25         5.92 
TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18R TCGA-BH-A18S TCGA-BH-A18U TCGA-BH-A1EN 
       26.66        37.74        37.51        66.05        51.39        67.46 
TCGA-BH-A1EW TCGA-BH-A1F2 TCGA-BH-A1F8 TCGA-BH-A1FM TCGA-C8-A138 TCGA-C8-A1HK 
       55.69        31.53        24.62        45.63         0.23         0.23 
TCGA-C8-A1HL TCGA-C8-A1HN TCGA-C8-A26W TCGA-C8-A26Z TCGA-C8-A273 TCGA-C8-A27A 
        0.07         0.07         0.23         0.13         0.20        12.20 
TCGA-D8-A13Y TCGA-D8-A1J9 TCGA-D8-A1JC TCGA-D8-A1JD TCGA-D8-A1JI TCGA-D8-A1JT 
        8.68         8.15         5.85         8.98         0.69         4.04 
TCGA-D8-A1X5 TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XS TCGA-D8-A1XY TCGA-D8-A1Y0 
        5.62        12.49         9.01         0.59         2.66         5.46 
TCGA-D8-A1Y3 TCGA-D8-A27N TCGA-D8-A27R TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A109 
        4.08         4.77         2.96         0.49        38.24        38.53 
TCGA-E2-A14O TCGA-E2-A14P TCGA-E2-A14S TCGA-E2-A14V TCGA-E2-A14W TCGA-E2-A152 
       38.53        16.01        27.42        24.59        27.39        19.33 
TCGA-E2-A15A TCGA-E2-A15E TCGA-E2-A15H TCGA-E2-A15O TCGA-E2-A1IE TCGA-E2-A1IG 
       16.50        17.00         1.38        12.99        32.32        24.82 
TCGA-E2-A1LA TCGA-E9-A1R2 TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RE TCGA-E9-A1RF 
       15.22         0.62         2.76         1.12         1.55         1.25 
TCGA-E9-A1RG TCGA-E9-A247 TCGA-E9-A295 TCGA-E9-A2JS TCGA-EW-A1J3 TCGA-EW-A1J5 
        1.15         0.39         0.69         0.43         8.28         7.46 
TCGA-EW-A1J6 TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P5 TCGA-EW-A1PD TCGA-EW-A2FS 
       19.56        19.50        30.94        12.00         5.72        38.56 
TCGA-EW-A2FV TCGA-EW-A2FW 
        7.82         6.25 

$subtype3
TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SI TCGA-A2-A0CS TCGA-A2-A0CV TCGA-A2-A0CX 
       43.40        48.10        20.84        75.55        61.48        42.84 
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-A09E TCGA-A8-A0A2 
       17.03        17.92         9.99        12.00        30.97        19.00 
TCGA-A8-A0AB TCGA-AC-A23E TCGA-AN-A03X TCGA-AN-A0FK TCGA-AN-A0XP TCGA-AO-A03N 
       17.00         2.37         0.33         6.97         0.30        54.08 
TCGA-AO-A0J7 TCGA-AO-A0J9 TCGA-AO-A12A TCGA-AR-A0TR TCGA-AR-A1AV TCGA-AR-A24K 
        8.55        41.26        90.54         5.26        42.58        50.89 
TCGA-B6-A0IB TCGA-B6-A0IH TCGA-B6-A0RH TCGA-B6-A0RP TCGA-BH-A0B5 TCGA-BH-A0BA 
      129.57       112.37       188.98       102.77        48.36        37.22 
TCGA-BH-A0BJ TCGA-BH-A0BV TCGA-BH-A0C1 TCGA-BH-A0DP TCGA-BH-A0E9 TCGA-BH-A0GZ 
       21.70        49.94        43.99        15.65        46.19        10.78 
TCGA-BH-A0HU TCGA-BH-A18K TCGA-BH-A202 TCGA-BH-A28Q TCGA-C8-A274 TCGA-D8-A146 
       12.89        90.81         0.72         6.44         0.03        11.31 
TCGA-D8-A1JA TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A27V TCGA-E2-A107 TCGA-E2-A10B 
        0.59         7.96         5.52         2.40        25.08        24.59 
TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A15G TCGA-E2-A1BD TCGA-E2-A1IH TCGA-E2-A1L8 
       19.27        10.68        10.36        10.42        21.63        33.37 
TCGA-E9-A1RC TCGA-E9-A249 TCGA-EW-A1P3 TCGA-EW-A1PC 
       40.37         0.92        32.45         6.12 

$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-A0D0 TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0EY 
       24.79        57.53        21.14        25.02        67.50        15.95 
TCGA-A2-A0SW TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YH 
       44.84        42.35        11.08         7.96         8.28        12.46 
TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A7-A0CE TCGA-A7-A0D9 TCGA-A7-A0DA 
       10.72        21.73        12.20         8.32         5.23        12.26 
TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26G TCGA-A7-A26I TCGA-A8-A06X TCGA-A8-A075 
        8.78         9.44         6.87         4.01        31.00        17.00 
TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A08B TCGA-A8-A08L TCGA-A8-A08R 
        9.99         8.98         9.96        23.08         9.99         0.99 
TCGA-A8-A08X TCGA-A8-A09N TCGA-AC-A2BK TCGA-AC-A2QH TCGA-AN-A04C TCGA-AN-A04D 
       33.99         1.02        38.53         1.02         1.78         1.71 
TCGA-AN-A0AK TCGA-AN-A0AL TCGA-AN-A0AM TCGA-AN-A0AR TCGA-AN-A0AS TCGA-AN-A0AT 
        7.33         6.48         0.16         0.30         0.30         0.33 
TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FT TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ 
        7.92         7.56         6.02         0.33         0.33         0.33 
TCGA-AN-A0XN TCGA-AN-A0XT TCGA-AN-A0XU TCGA-AO-A03M TCGA-AO-A03V TCGA-AO-A0J4 
        0.33         0.33         0.33        47.84        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-A1AQ TCGA-AR-A1AR TCGA-AR-A1AY 
       75.55        61.84        43.69        43.04        17.19        20.19 
TCGA-AR-A24H TCGA-AR-A24Q TCGA-AR-A24S TCGA-AR-A251 TCGA-AR-A256 TCGA-AR-A2LR 
      109.58        66.02        62.07        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-A0X1 TCGA-B6-A1KF 
      127.27       211.53       100.67       131.21       186.44       101.52 
TCGA-BH-A0AV TCGA-BH-A0B3 TCGA-BH-A0B6 TCGA-BH-A0B9 TCGA-BH-A0BF TCGA-BH-A0BG 
       38.79        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-A1EV TCGA-BH-A1EY TCGA-BH-A1F6 TCGA-BH-A1FN TCGA-BH-A203 
       51.12        12.00        17.69        97.48        72.07        38.60 
TCGA-BH-A208 TCGA-BH-A209 TCGA-C8-A1HJ TCGA-C8-A1HM TCGA-C8-A278 TCGA-C8-A27B 
       57.83       130.16         0.16         0.20         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-A1XJ 
        9.01         3.58         8.71         7.82         5.49        11.57 
TCGA-D8-A1XK TCGA-D8-A1XL TCGA-D8-A1XQ TCGA-D8-A1XW TCGA-D8-A1XZ TCGA-D8-A27F 
       10.72        10.49         5.82         3.85         3.95         7.46 
TCGA-D8-A27H TCGA-D8-A27M TCGA-E2-A14R TCGA-E2-A14X TCGA-E2-A14Z TCGA-E2-A150 
        4.60         4.73        27.78        22.75        17.03        19.43 
TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A15M TCGA-E2-A1AZ TCGA-E2-A1II TCGA-E2-A1IO 
       14.79        16.93         7.69        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-A1P4 
        0.53         0.66         9.27        17.16        15.22        16.47 
TCGA-EW-A1P8 TCGA-EW-A1PA TCGA-EW-A1PB TCGA-EW-A1PH TCGA-GI-A2C9 TCGA-GM-A2DF 
        7.86         8.78        19.99         4.57        23.11        42.71 

$subtype5
TCGA-A2-A0CU TCGA-A2-A0D1 TCGA-A2-A1FV TCGA-A2-A1G0 TCGA-A2-A25D TCGA-A7-A13F 
        5.16        25.84        15.12        12.49         7.99         6.44 
TCGA-A8-A07L TCGA-A8-A082 TCGA-A8-A091 TCGA-AO-A03R TCGA-AO-A0JL TCGA-AO-A1KP 
       17.00        18.05        19.07        56.12        43.36        82.62 
TCGA-AR-A0U3 TCGA-B6-A0IA TCGA-B6-A0WS TCGA-B6-A0WW TCGA-B6-A0WX TCGA-B6-A1KC 
       74.40       220.87        97.48        17.95        21.47        43.59 
TCGA-B6-A2IU TCGA-BH-A0AY TCGA-BH-A0BT TCGA-BH-A0DL TCGA-BH-A0DS TCGA-BH-A0H0 
      159.12        25.55        45.57        48.23         2.53        15.16 
TCGA-BH-A0HB TCGA-BH-A18I TCGA-BH-A1EO TCGA-BH-A1F5 TCGA-BH-A1FC TCGA-BH-A1FD 
       26.50         7.23        91.99        89.16       114.12        33.14 
TCGA-BH-A201 TCGA-BH-A204 TCGA-D8-A1X6 TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XT 
        6.87        83.31         7.76         5.10         6.48         6.35 
TCGA-D8-A1Y1 TCGA-D8-A1Y2 TCGA-E2-A10C TCGA-E2-A15R TCGA-E2-A1B0 TCGA-E2-A1IN 
        3.78         2.37        28.04        10.85        41.79        12.89 
TCGA-E2-A1LG TCGA-E2-A1LK TCGA-E9-A1RB TCGA-EW-A1P0 TCGA-GM-A2DC 
       11.51         8.75         0.69        36.85        53.52 

subtype1 subtype2 subtype3 subtype4 subtype5 
    0.03     0.07     0.03     0.03     0.69 
subtype1 subtype2 subtype3 subtype4 subtype5 
  223.40   162.02   188.98   211.53   220.87 
subtype1 subtype2 subtype3 subtype4 subtype5 
  19.990   17.395   19.615   17.440   19.070 
[1] "0.0 - 223.4 (20.0)" "0.1 - 162.0 (17.4)" "0.0 - 189.0 (19.6)"
[4] "0.0 - 211.5 (17.4)" "0.7 - 220.9 (19.1)"
  [1] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
  [7] "subtype3" "subtype2" "subtype4" "subtype2" "subtype2" "subtype4"
 [13] "subtype4" "subtype2" "subtype1" "subtype4" "subtype1" "subtype2"
 [19] "subtype4" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
 [25] "subtype1" "subtype4" "subtype1" "subtype1" "subtype3" "subtype2"
 [31] "subtype5" "subtype3" "subtype4" "subtype3" "subtype4" "subtype5"
 [37] "subtype4" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype4" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [49] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype2"
 [55] "subtype4" "subtype4" "subtype1" "subtype4" "subtype1" "subtype4"
 [61] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype1" "subtype4" "subtype1" "subtype2" "subtype4" "subtype1"
 [73] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype5"
 [79] "subtype2" "subtype2" "subtype1" "subtype5" "subtype4" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype5"
 [91] "subtype2" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
 [97] "subtype1" "subtype2" "subtype4" "subtype4" "subtype3" "subtype4"
[103] "subtype4" "subtype5" "subtype1" "subtype1" "subtype1" "subtype4"
[109] "subtype1" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype4" "subtype3" "subtype2" "subtype4"
[127] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[133] "subtype2" "subtype1" "subtype5" "subtype4" "subtype2" "subtype4"
[139] "subtype1" "subtype4" "subtype2" "subtype3" "subtype5" "subtype3"
[145] "subtype2" "subtype2" "subtype1" "subtype4" "subtype3" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype4" "subtype2" "subtype2"
[157] "subtype4" "subtype2" "subtype1" "subtype4" "subtype1" "subtype5"
[163] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[169] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[175] "subtype2" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[181] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[187] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[193] "subtype1" "subtype2" "subtype1" "subtype4" "subtype2" "subtype1"
[199] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype4"
[205] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype4"
[217] "subtype4" "subtype2" "subtype4" "subtype4" "subtype4" "subtype4"
[223] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype3"
[229] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype2"
[235] "subtype4" "subtype4" "subtype4" "subtype2" "subtype4" "subtype1"
[241] "subtype3" "subtype1" "subtype1" "subtype4" "subtype4" "subtype1"
[247] "subtype2" "subtype2" "subtype4" "subtype3" "subtype2" "subtype2"
[253] "subtype5" "subtype2" "subtype1" "subtype4" "subtype2" "subtype2"
[259] "subtype4" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
[265] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
[271] "subtype2" "subtype2" "subtype1" "subtype5" "subtype2" "subtype4"
[277] "subtype1" "subtype1" "subtype1" "subtype4" "subtype3" "subtype1"
[283] "subtype4" "subtype2" "subtype4" "subtype4" "subtype1" "subtype1"
[289] "subtype5" "subtype2" "subtype4" "subtype2" "subtype2" "subtype2"
[295] "subtype4" "subtype4" "subtype2" "subtype2" "subtype1" "subtype4"
[301] "subtype2" "subtype3" "subtype1" "subtype4" "subtype4" "subtype4"
[307] "subtype1" "subtype4" "subtype2" "subtype4" "subtype4" "subtype2"
[313] "subtype5" "subtype4" "subtype4" "subtype4" "subtype1" "subtype2"
[319] "subtype1" "subtype4" "subtype1" "subtype2" "subtype4" "subtype4"
[325] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype4"
[331] "subtype4" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype4" "subtype2" "subtype4" "subtype1" "subtype1"
[343] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype4"
[349] "subtype1" "subtype2" "subtype2" "subtype4" "subtype1" "subtype1"
[355] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[361] "subtype4" "subtype4" "subtype4" "subtype1" "subtype2" "subtype5"
[367] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype4"
[373] "subtype4" "subtype1" "subtype1" "subtype4" "subtype1" "subtype4"
[379] "subtype4" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[385] "subtype1" "subtype2" "subtype3" "subtype1" "subtype4" "subtype1"
[391] "subtype4" "subtype1" "subtype5" "subtype1" "subtype2" "subtype5"
[397] "subtype5" "subtype2" "subtype1" "subtype1" "subtype4" "subtype1"
[403] "subtype1" "subtype1" "subtype5" "subtype4" "subtype1" "subtype2"
[409] "subtype5" "subtype2" "subtype4" "subtype2" "subtype5" "subtype1"
[415] "subtype1" "subtype4" "subtype2" "subtype3" "subtype4" "subtype1"
[421] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[427] "subtype3" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[433] "subtype4" "subtype1" "subtype5" "subtype3" "subtype4" "subtype1"
[439] "subtype4" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
[451] "subtype3" "subtype2" "subtype5" "subtype1" "subtype1" "subtype1"
[457] "subtype1" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[463] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype4"
[469] "subtype3" "subtype5" "subtype1" "subtype1" "subtype1" "subtype2"
[475] "subtype4" "subtype1" "subtype5" "subtype1" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[487] "subtype2" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[493] "subtype1" "subtype5" "subtype1" "subtype3" "subtype2" "subtype1"
[499] "subtype2" "subtype1" "subtype4" "subtype2" "subtype2" "subtype4"
[505] "subtype2" "subtype4" "subtype2" "subtype5" "subtype1" "subtype1"
[511] "subtype1" "subtype4" "subtype2" "subtype1" "subtype4" "subtype1"
[517] "subtype2" "subtype5" "subtype4" "subtype2" "subtype1" "subtype5"
[523] "subtype5" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[529] "subtype2" "subtype4" "subtype1" "subtype1" "subtype5" "subtype3"
[535] "subtype4" "subtype5" "subtype4" "subtype4" "subtype3" "subtype1"
[541] "subtype2" "subtype1" "subtype4" "subtype2" "subtype2" "subtype4"
[547] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[553] "subtype2" "subtype3" "subtype1" "subtype4" "subtype2" "subtype4"
[559] "subtype2" "subtype4" "subtype1" "subtype4" "subtype4" "subtype1"
[565] "subtype3" "subtype4" "subtype1" "subtype2" "subtype3" "subtype2"
[571] "subtype2" "subtype1" "subtype4" "subtype4" "subtype1" "subtype2"
[577] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[583] "subtype1" "subtype2" "subtype1" "subtype2" "subtype5" "subtype1"
[589] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype5"
[595] "subtype5" "subtype1" "subtype4" "subtype4" "subtype4" "subtype1"
[601] "subtype3" "subtype4" "subtype3" "subtype2" "subtype5" "subtype1"
[607] "subtype1" "subtype4" "subtype2" "subtype4" "subtype2" "subtype5"
[613] "subtype5" "subtype2" "subtype1" "subtype4" "subtype1" "subtype4"
[619] "subtype1" "subtype1" "subtype1" "subtype4" "subtype2" "subtype1"
[625] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[631] "subtype1" "subtype2" "subtype1" "subtype3" "subtype5" "subtype1"
[637] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype4"
[643] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype4"
[649] "subtype4" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[655] "subtype4" "subtype4" "subtype2" "subtype1" "subtype2" "subtype3"
[661] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype4"
[667] "subtype2" "subtype1" "subtype5" "subtype4" "subtype5" "subtype1"
[673] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[679] "subtype1" "subtype2" "subtype3" "subtype4" "subtype1" "subtype1"
[685] "subtype1" "subtype5" "subtype4" "subtype1" "subtype1" "subtype4"
[691] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype5"
[697] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
[703] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[709] "subtype2" "subtype1" "subtype5" "subtype3" "subtype1" "subtype2"
[715] "subtype2" "subtype2" "subtype4" "subtype1" "subtype4" "subtype1"
[721] "subtype1" "subtype4" "subtype1" "subtype2" "subtype1" "subtype3"
[727] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[733] "subtype1" "subtype1" "subtype4" "subtype1" "subtype2" "subtype2"
[739] "subtype2" "subtype4" "subtype4" "subtype1" "subtype2" "subtype2"
[745] "subtype5" "subtype1" "subtype3" "subtype4" "subtype2" "subtype1"
[751] "subtype1" "subtype4" "subtype4" "subtype4" "subtype3" "subtype2"
[757] "subtype1" "subtype1" "subtype1" "subtype4" "subtype1" "subtype2"
[763] "subtype2" "subtype2" "subtype1" "subtype4" "subtype1" "subtype1"
[769] "subtype1" "subtype5" "subtype1" "subtype4" "subtype1" "subtype1"
[775] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
  [7] "subtype3" "subtype2" "subtype4" "subtype2" "subtype2" "subtype4"
 [13] "subtype4" "subtype2" "subtype1" "subtype4" "subtype1" "subtype2"
 [19] "subtype4" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
 [25] "subtype1" "subtype4" "subtype1" "subtype1" "subtype3" "subtype2"
 [31] "subtype5" "subtype3" "subtype4" "subtype3" "subtype4" "subtype5"
 [37] "subtype4" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype4" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [49] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype2"
 [55] "subtype4" "subtype4" "subtype1" "subtype4" "subtype1" "subtype4"
 [61] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype1" "subtype4" "subtype1" "subtype2" "subtype4" "subtype1"
 [73] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype5"
 [79] "subtype2" "subtype2" "subtype1" "subtype5" "subtype4" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype5"
 [91] "subtype2" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
 [97] "subtype1" "subtype2" "subtype4" "subtype4" "subtype3" "subtype4"
[103] "subtype4" "subtype5" "subtype1" "subtype1" "subtype1" "subtype4"
[109] "subtype1" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype4" "subtype3" "subtype2" "subtype4"
[127] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[133] "subtype2" "subtype1" "subtype5" "subtype4" "subtype2" "subtype4"
[139] "subtype1" "subtype4" "subtype2" "subtype3" "subtype5" "subtype3"
[145] "subtype2" "subtype2" "subtype1" "subtype4" "subtype3" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype4" "subtype2" "subtype2"
[157] "subtype4" "subtype2" "subtype1" "subtype4" "subtype1" "subtype5"
[163] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[169] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[175] "subtype2" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[181] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[187] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[193] "subtype1" "subtype2" "subtype1" "subtype4" "subtype2" "subtype1"
[199] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype4"
[205] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype4"
[217] "subtype4" "subtype2" "subtype4" "subtype4" "subtype4" "subtype4"
[223] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype3"
[229] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype2"
[235] "subtype4" "subtype4" "subtype4" "subtype2" "subtype4" "subtype1"
[241] "subtype3" "subtype1" "subtype1" "subtype4" "subtype4" "subtype1"
[247] "subtype2" "subtype2" "subtype4" "subtype3" "subtype2" "subtype2"
[253] "subtype5" "subtype2" "subtype1" "subtype4" "subtype2" "subtype2"
[259] "subtype4" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
[265] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
[271] "subtype2" "subtype2" "subtype1" "subtype5" "subtype2" "subtype4"
[277] "subtype1" "subtype1" "subtype1" "subtype4" "subtype3" "subtype1"
[283] "subtype4" "subtype2" "subtype4" "subtype4" "subtype1" "subtype1"
[289] "subtype5" "subtype2" "subtype4" "subtype2" "subtype2" "subtype2"
[295] "subtype4" "subtype4" "subtype2" "subtype2" "subtype1" "subtype4"
[301] "subtype2" "subtype3" "subtype1" "subtype4" "subtype4" "subtype4"
[307] "subtype1" "subtype4" "subtype2" "subtype4" "subtype4" "subtype2"
[313] "subtype5" "subtype4" "subtype4" "subtype4" "subtype1" "subtype2"
[319] "subtype1" "subtype4" "subtype1" "subtype2" "subtype4" "subtype4"
[325] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype4"
[331] "subtype4" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype4" "subtype2" "subtype4" "subtype1" "subtype1"
[343] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype4"
[349] "subtype1" "subtype2" "subtype2" "subtype4" "subtype1" "subtype1"
[355] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[361] "subtype4" "subtype4" "subtype4" "subtype1" "subtype2" "subtype5"
[367] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype4"
[373] "subtype4" "subtype1" "subtype1" "subtype4" "subtype1" "subtype4"
[379] "subtype4" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[385] "subtype1" "subtype2" "subtype3" "subtype1" "subtype4" "subtype1"
[391] "subtype4" "subtype1" "subtype5" "subtype1" "subtype2" "subtype5"
[397] "subtype5" "subtype2" "subtype1" "subtype1" "subtype4" "subtype1"
[403] "subtype1" "subtype1" "subtype5" "subtype4" "subtype1" "subtype2"
[409] "subtype5" "subtype2" "subtype4" "subtype2" "subtype5" "subtype1"
[415] "subtype1" "subtype4" "subtype2" "subtype3" "subtype4" "subtype1"
[421] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[427] "subtype3" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[433] "subtype4" "subtype1" "subtype5" "subtype3" "subtype4" "subtype1"
[439] "subtype4" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
[451] "subtype3" "subtype2" "subtype5" "subtype1" "subtype1" "subtype1"
[457] "subtype1" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[463] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype4"
[469] "subtype3" "subtype5" "subtype1" "subtype1" "subtype1" "subtype2"
[475] "subtype4" "subtype1" "subtype5" "subtype1" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[487] "subtype2" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[493] "subtype1" "subtype5" "subtype1" "subtype3" "subtype2" "subtype1"
[499] "subtype2" "subtype1" "subtype4" "subtype2" "subtype2" "subtype4"
[505] "subtype2" "subtype4" "subtype2" "subtype5" "subtype1" "subtype1"
[511] "subtype1" "subtype4" "subtype2" "subtype1" "subtype4" "subtype1"
[517] "subtype2" "subtype5" "subtype4" "subtype2" "subtype1" "subtype5"
[523] "subtype5" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[529] "subtype2" "subtype4" "subtype1" "subtype1" "subtype5" "subtype3"
[535] "subtype4" "subtype5" "subtype4" "subtype4" "subtype3" "subtype1"
[541] "subtype2" "subtype1" "subtype4" "subtype2" "subtype2" "subtype4"
[547] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[553] "subtype2" "subtype3" "subtype1" "subtype4" "subtype2" "subtype4"
[559] "subtype2" "subtype4" "subtype1" "subtype4" "subtype4" "subtype1"
[565] "subtype3" "subtype4" "subtype1" "subtype2" "subtype3" "subtype2"
[571] "subtype2" "subtype1" "subtype4" "subtype4" "subtype1" "subtype2"
[577] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[583] "subtype1" "subtype2" "subtype1" "subtype2" "subtype5" "subtype1"
[589] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype5"
[595] "subtype5" "subtype1" "subtype4" "subtype4" "subtype4" "subtype1"
[601] "subtype3" "subtype4" "subtype3" "subtype2" "subtype5" "subtype1"
[607] "subtype1" "subtype4" "subtype2" "subtype4" "subtype2" "subtype5"
[613] "subtype5" "subtype2" "subtype1" "subtype4" "subtype1" "subtype4"
[619] "subtype1" "subtype1" "subtype1" "subtype4" "subtype2" "subtype1"
[625] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[631] "subtype1" "subtype2" "subtype1" "subtype3" "subtype5" "subtype1"
[637] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype4"
[643] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype4"
[649] "subtype4" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[655] "subtype4" "subtype4" "subtype2" "subtype1" "subtype2" "subtype3"
[661] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype4"
[667] "subtype2" "subtype1" "subtype5" "subtype4" "subtype5" "subtype1"
[673] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[679] "subtype1" "subtype2" "subtype3" "subtype4" "subtype1" "subtype1"
[685] "subtype1" "subtype5" "subtype4" "subtype1" "subtype1" "subtype4"
[691] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype5"
[697] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
[703] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[709] "subtype2" "subtype1" "subtype5" "subtype3" "subtype1" "subtype2"
[715] "subtype2" "subtype2" "subtype4" "subtype1" "subtype4" "subtype1"
[721] "subtype1" "subtype4" "subtype1" "subtype2" "subtype1" "subtype3"
[727] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[733] "subtype1" "subtype1" "subtype4" "subtype1" "subtype2" "subtype2"
[739] "subtype2" "subtype4" "subtype4" "subtype1" "subtype2" "subtype2"
[745] "subtype5" "subtype1" "subtype3" "subtype4" "subtype2" "subtype1"
[751] "subtype1" "subtype4" "subtype4" "subtype4" "subtype3" "subtype2"
[757] "subtype1" "subtype1" "subtype1" "subtype4" "subtype1" "subtype2"
[763] "subtype2" "subtype2" "subtype1" "subtype4" "subtype1" "subtype1"
[769] "subtype1" "subtype5" "subtype1" "subtype4" "subtype1" "subtype1"
[775] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
  [7] "subtype3" "subtype2" "subtype4" "subtype2" "subtype2" "subtype4"
 [13] "subtype4" "subtype2" "subtype1" "subtype4" "subtype1" "subtype2"
 [19] "subtype4" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
 [25] "subtype1" "subtype4" "subtype1" "subtype1" "subtype3" "subtype2"
 [31] "subtype5" "subtype3" "subtype4" "subtype3" "subtype4" "subtype5"
 [37] "subtype4" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype4" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [49] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype2"
 [55] "subtype4" "subtype4" "subtype1" "subtype4" "subtype1" "subtype4"
 [61] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype1" "subtype4" "subtype1" "subtype2" "subtype4" "subtype1"
 [73] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype5"
 [79] "subtype2" "subtype2" "subtype1" "subtype5" "subtype4" "subtype1"
 [85] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype5"
 [91] "subtype2" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
 [97] "subtype1" "subtype2" "subtype4" "subtype4" "subtype3" "subtype4"
[103] "subtype4" "subtype5" "subtype1" "subtype1" "subtype1" "subtype4"
[109] "subtype1" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[115] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype4" "subtype3" "subtype2" "subtype4"
[127] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[133] "subtype2" "subtype1" "subtype5" "subtype4" "subtype2" "subtype4"
[139] "subtype1" "subtype4" "subtype2" "subtype3" "subtype5" "subtype3"
[145] "subtype2" "subtype2" "subtype1" "subtype4" "subtype3" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype4" "subtype2" "subtype2"
[157] "subtype4" "subtype2" "subtype1" "subtype4" "subtype1" "subtype5"
[163] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[169] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[175] "subtype2" "subtype4" "subtype2" "subtype2" "subtype1" "subtype1"
[181] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[187] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[193] "subtype1" "subtype2" "subtype1" "subtype4" "subtype2" "subtype1"
[199] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype4"
[205] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype4"
[217] "subtype4" "subtype2" "subtype4" "subtype4" "subtype4" "subtype4"
[223] "subtype4" "subtype4" "subtype1" "subtype1" "subtype4" "subtype3"
[229] "subtype4" "subtype1" "subtype1" "subtype4" "subtype2" "subtype2"
[235] "subtype4" "subtype4" "subtype4" "subtype2" "subtype4" "subtype1"
[241] "subtype3" "subtype1" "subtype1" "subtype4" "subtype4" "subtype1"
[247] "subtype2" "subtype2" "subtype4" "subtype3" "subtype2" "subtype2"
[253] "subtype5" "subtype2" "subtype1" "subtype4" "subtype2" "subtype2"
[259] "subtype4" "subtype1" "subtype4" "subtype3" "subtype1" "subtype3"
[265] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
[271] "subtype2" "subtype2" "subtype1" "subtype5" "subtype2" "subtype4"
[277] "subtype1" "subtype1" "subtype1" "subtype4" "subtype3" "subtype1"
[283] "subtype4" "subtype2" "subtype4" "subtype4" "subtype1" "subtype1"
[289] "subtype5" "subtype2" "subtype4" "subtype2" "subtype2" "subtype2"
[295] "subtype4" "subtype4" "subtype2" "subtype2" "subtype1" "subtype4"
[301] "subtype2" "subtype3" "subtype1" "subtype4" "subtype4" "subtype4"
[307] "subtype1" "subtype4" "subtype2" "subtype4" "subtype4" "subtype2"
[313] "subtype5" "subtype4" "subtype4" "subtype4" "subtype1" "subtype2"
[319] "subtype1" "subtype4" "subtype1" "subtype2" "subtype4" "subtype4"
[325] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype4"
[331] "subtype4" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype4" "subtype2" "subtype4" "subtype1" "subtype1"
[343] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype4"
[349] "subtype1" "subtype2" "subtype2" "subtype4" "subtype1" "subtype1"
[355] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[361] "subtype4" "subtype4" "subtype4" "subtype1" "subtype2" "subtype5"
[367] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype4"
[373] "subtype4" "subtype1" "subtype1" "subtype4" "subtype1" "subtype4"
[379] "subtype4" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[385] "subtype1" "subtype2" "subtype3" "subtype1" "subtype4" "subtype1"
[391] "subtype4" "subtype1" "subtype5" "subtype1" "subtype2" "subtype5"
[397] "subtype5" "subtype2" "subtype1" "subtype1" "subtype4" "subtype1"
[403] "subtype1" "subtype1" "subtype5" "subtype4" "subtype1" "subtype2"
[409] "subtype5" "subtype2" "subtype4" "subtype2" "subtype5" "subtype1"
[415] "subtype1" "subtype4" "subtype2" "subtype3" "subtype4" "subtype1"
[421] "subtype4" "subtype3" "subtype2" "subtype1" "subtype4" "subtype4"
[427] "subtype3" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[433] "subtype4" "subtype1" "subtype5" "subtype3" "subtype4" "subtype1"
[439] "subtype4" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[445] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
[451] "subtype3" "subtype2" "subtype5" "subtype1" "subtype1" "subtype1"
[457] "subtype1" "subtype4" "subtype1" "subtype1" "subtype4" "subtype1"
[463] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype4"
[469] "subtype3" "subtype5" "subtype1" "subtype1" "subtype1" "subtype2"
[475] "subtype4" "subtype1" "subtype5" "subtype1" "subtype1" "subtype1"
[481] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[487] "subtype2" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[493] "subtype1" "subtype5" "subtype1" "subtype3" "subtype2" "subtype1"
[499] "subtype2" "subtype1" "subtype4" "subtype2" "subtype2" "subtype4"
[505] "subtype2" "subtype4" "subtype2" "subtype5" "subtype1" "subtype1"
[511] "subtype1" "subtype4" "subtype2" "subtype1" "subtype4" "subtype1"
[517] "subtype2" "subtype5" "subtype4" "subtype2" "subtype1" "subtype5"
[523] "subtype5" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[529] "subtype2" "subtype4" "subtype1" "subtype1" "subtype5" "subtype3"
[535] "subtype4" "subtype5" "subtype4" "subtype4" "subtype3" "subtype1"
[541] "subtype2" "subtype1" "subtype4" "subtype2" "subtype2" "subtype4"
[547] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[553] "subtype2" "subtype3" "subtype1" "subtype4" "subtype2" "subtype4"
[559] "subtype2" "subtype4" "subtype1" "subtype4" "subtype4" "subtype1"
[565] "subtype3" "subtype4" "subtype1" "subtype2" "subtype3" "subtype2"
[571] "subtype2" "subtype1" "subtype4" "subtype4" "subtype1" "subtype2"
[577] "subtype4" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[583] "subtype1" "subtype2" "subtype1" "subtype2" "subtype5" "subtype1"
[589] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype5"
[595] "subtype5" "subtype1" "subtype4" "subtype4" "subtype4" "subtype1"
[601] "subtype3" "subtype4" "subtype3" "subtype2" "subtype5" "subtype1"
[607] "subtype1" "subtype4" "subtype2" "subtype4" "subtype2" "subtype5"
[613] "subtype5" "subtype2" "subtype1" "subtype4" "subtype1" "subtype4"
[619] "subtype1" "subtype1" "subtype1" "subtype4" "subtype2" "subtype1"
[625] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[631] "subtype1" "subtype2" "subtype1" "subtype3" "subtype5" "subtype1"
[637] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype4"
[643] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype4"
[649] "subtype4" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[655] "subtype4" "subtype4" "subtype2" "subtype1" "subtype2" "subtype3"
[661] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype4"
[667] "subtype2" "subtype1" "subtype5" "subtype4" "subtype5" "subtype1"
[673] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[679] "subtype1" "subtype2" "subtype3" "subtype4" "subtype1" "subtype1"
[685] "subtype1" "subtype5" "subtype4" "subtype1" "subtype1" "subtype4"
[691] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype5"
[697] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype1"
[703] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[709] "subtype2" "subtype1" "subtype5" "subtype3" "subtype1" "subtype2"
[715] "subtype2" "subtype2" "subtype4" "subtype1" "subtype4" "subtype1"
[721] "subtype1" "subtype4" "subtype1" "subtype2" "subtype1" "subtype3"
[727] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[733] "subtype1" "subtype1" "subtype4" "subtype1" "subtype2" "subtype2"
[739] "subtype2" "subtype4" "subtype4" "subtype1" "subtype2" "subtype2"
[745] "subtype5" "subtype1" "subtype3" "subtype4" "subtype2" "subtype1"
[751] "subtype1" "subtype4" "subtype4" "subtype4" "subtype3" "subtype2"
[757] "subtype1" "subtype1" "subtype1" "subtype4" "subtype1" "subtype2"
[763] "subtype2" "subtype2" "subtype1" "subtype4" "subtype1" "subtype1"
[769] "subtype1" "subtype5" "subtype1" "subtype4" "subtype1" "subtype1"
[775] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
D3V2, continuous
D3V3, binary
          cls
clus         0   1
  subtype1 324   0
  subtype2 196   8
  subtype3  66   1
  subtype4 194   0
  subtype5  49   0
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  324    0
  subtype2  196    8
  subtype3   66    1
  subtype4  194    0
  subtype5   49    0
D3V4, binary
          cls
clus         0   1
  subtype1  63 261
  subtype2  48 156
  subtype3  18  49
  subtype4  54 140
  subtype5  14  35
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   63  261
  subtype2   48  156
  subtype3   18   49
  subtype4   54  140
  subtype5   14   35
D3V5, binary
          cls
clus         0   1
  subtype1 121 203
  subtype2  65 139
  subtype3  25  42
  subtype4  71 123
  subtype5  19  30
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  121  203
  subtype2   65  139
  subtype3   25   42
  subtype4   71  123
  subtype5   19   30

Clustering(4) Variable = METHLYATION_CNMF
D4V1, survival
          sevent
clus2        0   1
  subtype1 142  25
  subtype2 162  13
  subtype3 145  23
subtype1 subtype2 subtype3 
     167      175      168 
subtype1 subtype2 subtype3 
      25       13       23 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SK TCGA-A1-A0SO TCGA-A1-A0SP TCGA-A2-A0EN TCGA-A2-A0ST 
        8.52        31.79        28.01        19.17        82.68        54.02 
TCGA-A2-A0SU TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0T7 
       44.42        42.35        11.08        10.59         7.96        13.05 
TCGA-A2-A0YE TCGA-A2-A0YH TCGA-A2-A0YJ TCGA-A2-A0YK TCGA-A2-A0YM TCGA-A2-A1G1 
        8.28        12.46        10.72        10.98        21.73        12.20 
TCGA-A2-A1G6 TCGA-A2-A25F TCGA-A7-A13D TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26I 
        4.34         3.72         8.78         8.45         6.87         4.01 
TCGA-A8-A075 TCGA-AC-A23G TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FK TCGA-AC-A2FO 
       17.00        10.82         1.45        55.40        38.79        50.70 
TCGA-AC-A2QH TCGA-AC-A2QJ TCGA-AN-A0XU TCGA-AO-A03M TCGA-AO-A03U TCGA-AO-A0JC 
        1.02         2.27         0.33        47.84        59.05        50.86 
TCGA-AO-A0JL TCGA-AO-A124 TCGA-AO-A128 TCGA-AO-A129 TCGA-AO-A1KO TCGA-AO-A1KR 
       43.36       102.54        94.59        96.10        14.73        70.36 
TCGA-AR-A0TP TCGA-AR-A0TT TCGA-AR-A0TU TCGA-AR-A0TX TCGA-AR-A0U0 TCGA-AR-A0U4 
       78.64        55.20        11.84         0.49         0.26        53.49 
TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AN TCGA-AR-A1AO TCGA-AR-A1AQ TCGA-AR-A1AR 
       61.84        52.73        43.69        43.53        43.04        17.19 
TCGA-AR-A1AT TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A1AY TCGA-AR-A24Q TCGA-AR-A24U 
       41.82        35.24        36.26        20.19        66.02        53.36 
TCGA-AR-A24W TCGA-AR-A251 TCGA-AR-A252 TCGA-AR-A254 TCGA-AR-A256 TCGA-AR-A2LH 
       50.96        45.14        40.64        39.85        93.83        20.22 
TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-AR-A2LR TCGA-B6-A0IK TCGA-B6-A0RE TCGA-B6-A0RS 
       20.81        16.96        20.38        18.77       211.53       100.67 
TCGA-B6-A0RT TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0WY TCGA-B6-A0X1 TCGA-B6-A1KF 
       89.46       131.21        21.47       113.75       186.44       101.52 
TCGA-BH-A0B3 TCGA-BH-A0B6 TCGA-BH-A0B9 TCGA-BH-A0BF TCGA-BH-A0C0 TCGA-BH-A0C3 
       39.55        56.94        51.68        25.68        41.75        48.13 
TCGA-BH-A0DG TCGA-BH-A0DI TCGA-BH-A0DV TCGA-BH-A0E0 TCGA-BH-A0H9 TCGA-BH-A0RX 
       23.44        22.13        45.17         4.37        41.00         5.59 
TCGA-BH-A0W5 TCGA-BH-A0WA TCGA-BH-A18V TCGA-BH-A1EU TCGA-BH-A1F0 TCGA-BH-A1F6 
       17.85        12.23        51.12        42.28        25.81        97.48 
TCGA-BH-A1FB TCGA-BH-A1FC TCGA-BH-A1FE TCGA-BH-A1FH TCGA-BH-A1FN TCGA-BH-A1FU 
      120.62       114.12        74.73        36.92        72.07        72.07 
TCGA-BH-A202 TCGA-BH-A203 TCGA-BH-A208 TCGA-BH-A209 TCGA-C8-A1HJ TCGA-C8-A26X 
        0.72        38.60        57.83       130.16         0.16         0.36 
TCGA-C8-A26Y TCGA-C8-A278 TCGA-C8-A27B TCGA-D8-A1JL TCGA-D8-A1JM TCGA-D8-A1XK 
        0.43         0.03         0.99         8.71         7.82        10.72 
TCGA-D8-A1XL TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XW TCGA-D8-A1Y2 TCGA-D8-A27E 
       10.49         5.82         6.35         3.85         2.37         5.98 
TCGA-D8-A27F TCGA-D8-A27H TCGA-D8-A27I TCGA-D8-A27M TCGA-D8-A27R TCGA-E2-A108 
        7.46         4.60         6.08         4.73         2.96         4.08 
TCGA-E2-A14N TCGA-E2-A1AZ TCGA-E2-A1B0 TCGA-E2-A1B1 TCGA-E2-A1B5 TCGA-E2-A1B6 
       44.38        64.57        41.79        44.75        25.45        11.11 
TCGA-E2-A1IF TCGA-E2-A1II TCGA-E2-A1IK TCGA-E2-A1LB TCGA-E2-A1LG TCGA-E2-A1LH 
       31.43        27.95        17.03        31.96        11.51        94.52 
TCGA-E2-A1LI TCGA-E2-A1LL TCGA-E2-A1LS TCGA-E2-A3DX TCGA-E9-A1R4 TCGA-E9-A1RA 
       90.41        33.34         7.86         7.13         0.95         0.95 
TCGA-E9-A243 TCGA-E9-A244 TCGA-E9-A248 TCGA-E9-A24A TCGA-E9-A2JT TCGA-EW-A1IY 
        1.41         0.66         0.69         0.33         0.76         8.48 
TCGA-EW-A1IZ TCGA-EW-A1OW TCGA-EW-A1P1 TCGA-EW-A1P4 TCGA-EW-A1P7 TCGA-EW-A1P8 
        8.55        15.22        30.21        16.47        20.88         7.86 
TCGA-EW-A1PB TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A1PH TCGA-GM-A2DB TCGA-GM-A2DD 
       19.99         4.57        28.77         4.57        53.10        43.04 
TCGA-GM-A2DF TCGA-GM-A2DH TCGA-GM-A2DI TCGA-GM-A2DN TCGA-GM-A2DO 
       42.71        42.28        61.91        77.33        53.33 

$subtype2
TCGA-A1-A0SE TCGA-A1-A0SG TCGA-A1-A0SH TCGA-A1-A0SJ TCGA-A1-A0SM TCGA-A2-A0EU 
       43.40        14.24        47.24        14.01         7.96        24.10 
TCGA-A2-A0SY TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0T6 TCGA-A2-A0YC TCGA-A2-A0YD 
       37.94        12.99        10.55        11.31        21.14        18.08 
TCGA-A2-A0YF TCGA-A2-A0YI TCGA-A2-A0YL TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G4 
        9.50        11.77         8.81        13.45        12.49        12.23 
TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25C TCGA-A2-A25E TCGA-A2-A3KD TCGA-A7-A0D9 
       42.25        97.58         9.37        82.55        26.40         5.23 
TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A3J0 TCGA-A7-A3J1 TCGA-A8-A08O TCGA-A8-A0A6 
        6.84        13.84         2.50         2.47        30.97        21.04 
TCGA-A8-A0AD TCGA-AC-A23E TCGA-AC-A2B8 TCGA-AC-A2FG TCGA-AC-A2QI TCGA-AC-A3BB 
       38.04         2.37         1.45        36.99         0.92         0.99 
TCGA-AC-A3HN TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XW 
        0.69         0.30         0.33         0.33         0.33         5.59 
TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A12B 
       11.64        14.76        49.71        99.22        93.70        77.56 
TCGA-AO-A12C TCGA-AQ-A1H3 TCGA-AR-A0TR TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AS 
       65.52         4.54         5.26        51.22        48.82        40.83 
TCGA-AR-A1AU TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24O TCGA-AR-A24P 
       46.32        50.89        73.02        65.42        65.65         0.85 
TCGA-AR-A24T TCGA-AR-A24X TCGA-AR-A2LE TCGA-AR-A2LL TCGA-AR-A2LM TCGA-AR-A2LN 
       53.26        48.16       128.65         7.33        40.01        17.06 
TCGA-B6-A0RI TCGA-B6-A0RM TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0RV TCGA-B6-A0WT 
      223.40        78.02       162.02       102.77       157.41       177.40 
TCGA-B6-A0WZ TCGA-B6-A0X4 TCGA-B6-A0X7 TCGA-B6-A1KI TCGA-B6-A2IU TCGA-BH-A0AU 
      129.57        28.24        58.88        48.10       159.12        24.53 
TCGA-BH-A0AZ TCGA-BH-A0B5 TCGA-BH-A0BC TCGA-BH-A0BJ TCGA-BH-A0BM TCGA-BH-A0BS 
       28.50        48.36        32.02        21.70        36.72        53.92 
TCGA-BH-A0DP TCGA-BH-A0DQ TCGA-BH-A0E1 TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H3 
       15.65         3.22        15.68        10.78        15.16        37.78 
TCGA-BH-A0H6 TCGA-BH-A0HA TCGA-BH-A0HB TCGA-BH-A0HF TCGA-BH-A0HI TCGA-BH-A0HN 
       24.56        28.14        26.50        23.90        20.35        16.96 
TCGA-BH-A0HP TCGA-BH-A0W3 TCGA-BH-A0W4 TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EW 
       13.61         5.92         5.75       113.82        82.85        55.69 
TCGA-BH-A1F5 TCGA-BH-A1FG TCGA-BH-A1FJ TCGA-BH-A1FL TCGA-BH-A1FR TCGA-BH-A201 
       89.16       122.89        63.35        55.00       144.59         6.87 
TCGA-BH-A28Q TCGA-C8-A1HI TCGA-C8-A26W TCGA-C8-A273 TCGA-D8-A1JD TCGA-D8-A1JE 
        6.44         0.07         0.23         0.20         8.98         1.87 
TCGA-D8-A1JH TCGA-D8-A1JS TCGA-D8-A1JU TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1XB 
        9.34         3.45         3.48         2.79         8.94         6.61 
TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XG TCGA-D8-A1XM TCGA-D8-A1XO TCGA-D8-A1XR 
        2.66         5.10         6.44         7.17         7.96         5.52 
TCGA-D8-A1XS TCGA-D8-A1XV TCGA-D8-A1Y0 TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27P 
        0.59         4.80         5.46         3.88         4.11         0.72 
TCGA-D8-A27T TCGA-D8-A27V TCGA-E2-A106 TCGA-E2-A107 TCGA-E2-A10B TCGA-E2-A10E 
        4.44         2.40        51.12        25.08        24.59        13.74 
TCGA-E2-A10F TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A1B4 TCGA-E2-A1BC TCGA-E2-A1BD 
       11.84        13.51        15.22        29.95         9.76        10.42 
TCGA-E2-A1IH TCGA-E2-A1IJ TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1IO TCGA-E2-A1IU 
       21.63        23.84         0.46        12.89        14.73         4.18 
TCGA-E2-A1L6 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1RB 
       43.13        33.37        12.76         0.62         2.10         0.69 
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-A1J1 TCGA-EW-A1J2 TCGA-EW-A1J3 TCGA-EW-A1P0 TCGA-EW-A1P3 
       35.57         9.27         4.57         8.28        36.85        32.45 
TCGA-EW-A1P5 TCGA-EW-A1PD TCGA-EW-A1PE TCGA-EW-A2FW TCGA-GM-A2DC TCGA-GM-A2DK 
       12.00         5.72         3.48         6.25        53.52        62.33 
TCGA-GM-A2DM 
       76.64 

$subtype3
TCGA-A1-A0SF TCGA-A1-A0SI TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04R TCGA-A2-A0CT 
       48.10        20.84        39.32        18.18        77.72        63.02 
TCGA-A2-A0SV TCGA-A2-A0SW TCGA-A2-A0YG TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW 
       27.12        44.84        13.28        23.77        15.12         7.27 
TCGA-A2-A1FX TCGA-A2-A25B TCGA-A2-A25D TCGA-A7-A13E TCGA-A7-A13F TCGA-A7-A26H 
       30.74         8.48         7.99         9.44         6.44         2.10 
TCGA-A7-A26J TCGA-A7-A3IZ TCGA-AC-A23C TCGA-AC-A23H TCGA-AC-A2FM TCGA-AN-A0XL 
        2.20         4.87         0.95         2.66        26.04         0.33 
TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XV TCGA-AO-A03L TCGA-AO-A03N TCGA-AO-A0JA 
        0.33        12.33         5.33        80.28        54.08        11.38 
TCGA-AO-A0JB TCGA-AO-A0JD TCGA-AO-A0JE TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A12E 
       37.81        59.61        64.60        38.53        60.03        57.27 
TCGA-AO-A12G TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H 
       41.59        82.62        49.94         0.53        17.79        14.43 
TCGA-AQ-A04L TCGA-AQ-A0Y5 TCGA-AQ-A1H2 TCGA-AR-A0TQ TCGA-AR-A0TV TCGA-AR-A0TW 
      109.94         5.29         6.48        49.32        29.72        24.30 
TCGA-AR-A0TZ TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A1AP TCGA-AR-A1AV TCGA-AR-A24H 
       43.17        83.87        74.40        39.95        42.58       109.58 
TCGA-AR-A24N TCGA-AR-A24R TCGA-AR-A24S TCGA-AR-A24V TCGA-AR-A24Z TCGA-AR-A250 
       68.19        57.37        62.07        54.18        51.75        56.12 
TCGA-AR-A255 TCGA-AR-A2LK TCGA-B6-A0RG TCGA-B6-A0RL TCGA-B6-A0RN TCGA-B6-A0WV 
       34.78        42.84        68.45        81.17       172.96        79.63 
TCGA-B6-A0WW TCGA-B6-A0X5 TCGA-B6-A1KC TCGA-B6-A1KN TCGA-BH-A0AW TCGA-BH-A0B8 
       17.95        68.94        43.59       109.48        20.45        51.58 
TCGA-BH-A0BA TCGA-BH-A0BT TCGA-BH-A0BZ TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DK 
       37.22        45.57        49.05        45.80        38.01        13.91 
TCGA-BH-A0DS TCGA-BH-A0E2 TCGA-BH-A0GY TCGA-BH-A0H7 TCGA-BH-A0HK TCGA-BH-A0HX 
        2.53        12.36        30.15        23.05         5.85        27.25 
TCGA-BH-A0HY TCGA-BH-A1EN TCGA-BH-A1EO TCGA-BH-A1EV TCGA-BH-A1EX TCGA-BH-A1EY 
       28.50        67.46        91.99        12.00        49.58        17.69 
TCGA-BH-A1F2 TCGA-BH-A1F8 TCGA-BH-A1FD TCGA-BH-A1FM TCGA-BH-A204 TCGA-C8-A1HK 
       31.53        24.62        33.14        45.63        83.31         0.23 
TCGA-C8-A1HL TCGA-C8-A1HM TCGA-C8-A1HN TCGA-C8-A26V TCGA-C8-A26Z TCGA-C8-A274 
        0.07         0.20         0.07         0.30         0.13         0.03 
TCGA-C8-A275 TCGA-C8-A27A TCGA-D8-A1J8 TCGA-D8-A1J9 TCGA-D8-A1JA TCGA-D8-A1JC 
        0.03        12.20         8.42         8.15         0.59         5.85 
TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JI TCGA-D8-A1JJ TCGA-D8-A1JK TCGA-D8-A1JN 
        3.16         6.15         0.69         9.01         3.58         7.13 
TCGA-D8-A1JP TCGA-D8-A1JT TCGA-D8-A1X5 TCGA-D8-A1X6 TCGA-D8-A1X9 TCGA-D8-A1XA 
        5.49         4.04         5.62         7.76        12.49         9.01 
TCGA-D8-A1XF TCGA-D8-A1XJ TCGA-D8-A1XU TCGA-D8-A1XY TCGA-D8-A1XZ TCGA-D8-A1Y1 
        6.48        11.57         4.90         2.66         3.95         3.78 
TCGA-D8-A1Y3 TCGA-D8-A27G TCGA-D8-A27N TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A109 
        4.08         6.87         4.77         0.49        38.24        38.53 
TCGA-E2-A10C TCGA-E2-A15K TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1L7 TCGA-E2-A1LA 
       28.04         1.12        32.32        24.82        20.81        15.22 
TCGA-E2-A1LE TCGA-E2-A1LK TCGA-E2-A2P5 TCGA-E2-A2P6 TCGA-E9-A1R5 TCGA-E9-A1R6 
       28.90         8.75        10.72         5.49         1.38         2.76 
TCGA-E9-A1R7 TCGA-E9-A1RC TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RG TCGA-E9-A1RH 
        1.12        40.37         1.55         1.25         1.15         0.46 
TCGA-E9-A247 TCGA-E9-A295 TCGA-E9-A2JS TCGA-EW-A1IW TCGA-EW-A1J5 TCGA-EW-A1J6 
        0.39         0.69         0.43         8.28         7.46        19.56 
TCGA-EW-A1OV TCGA-EW-A1OX TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P6 TCGA-EW-A1PA 
       17.16        18.48        19.50        30.94        10.26         8.78 
TCGA-EW-A2FS TCGA-EW-A2FV TCGA-GI-A2C8 TCGA-GM-A2D9 TCGA-GM-A2DA TCGA-GM-A2DL 
       38.56         7.82         6.97        59.57       194.27        90.81 

subtype1 subtype2 subtype3 
    0.03     0.07     0.03 
subtype1 subtype2 subtype3 
  211.53   223.40   194.27 
subtype1 subtype2 subtype3 
   23.44    13.84    17.74 
[1] "0.0 - 211.5 (23.4)" "0.1 - 223.4 (13.8)" "0.0 - 194.3 (17.7)"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
  [7] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [13] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [19] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [25] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [37] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [43] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
 [49] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
 [55] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [61] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [73] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
 [79] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [85] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
 [91] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[103] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[115] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[121] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[127] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[139] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[145] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[151] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[163] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[169] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[175] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[181] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[193] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[205] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[211] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[217] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[223] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[229] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[235] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[241] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[247] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[253] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[259] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[265] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[271] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[283] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[295] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[301] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[307] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[313] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[331] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[337] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[343] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[367] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[373] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[385] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[391] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[403] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[415] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[427] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[433] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[445] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[457] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[463] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[469] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[481] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[487] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[493] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[499] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[505] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
  [7] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [13] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [19] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [25] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [37] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [43] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
 [49] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
 [55] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [61] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [73] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
 [79] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [85] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
 [91] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[103] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[115] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[121] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[127] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[139] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[145] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[151] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[163] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[169] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[175] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[181] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[193] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[205] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[211] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[217] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[223] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[229] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[235] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[241] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[247] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[253] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[259] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[265] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[271] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[283] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[295] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[301] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[307] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[313] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[331] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[337] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[343] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[367] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[373] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[385] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[391] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[403] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[415] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[427] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[433] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[445] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[457] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[463] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[469] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[481] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[487] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[493] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[499] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[505] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
  [7] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [13] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [19] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
 [25] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
 [37] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [43] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
 [49] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
 [55] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [61] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
 [73] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
 [79] "subtype1" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [85] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
 [91] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[103] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[115] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[121] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[127] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[139] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[145] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[151] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[163] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[169] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[175] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[181] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[193] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[205] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[211] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[217] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[223] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[229] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[235] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[241] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[247] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[253] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[259] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[265] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[271] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[277] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[283] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[295] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[301] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[307] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[313] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[319] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[331] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[337] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[343] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[355] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[367] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[373] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[379] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[385] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[391] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[403] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[415] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[427] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[433] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[445] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[457] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[463] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[469] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[481] "subtype2" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
[487] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[493] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[499] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[505] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
D4V2, continuous
D4V3, binary
          cls
clus         0   1
  subtype1 179   0
  subtype2 182   3
  subtype3 172   3
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  179    0
  subtype2  182    3
  subtype3  172    3
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      179      182      172
  MALE          0        3        3
D4V4, binary
          cls
clus         0   1
  subtype1  43 136
  subtype2  45 140
  subtype3  46 129
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   43  136
  subtype2   45  140
  subtype3   46  129
     clus
vv    subtype1 subtype2 subtype3
  NO        43       45       46
  YES      136      140      129
D4V5, binary
          cls
clus         0   1
  subtype1  61 118
  subtype2  71 114
  subtype3  70 105
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   61  118
  subtype2   71  114
  subtype3   70  105
     clus
vv    subtype1 subtype2 subtype3
  NO        61       71       70
  YES      118      114      105

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
D5V5, binary
          cls
clus        0  1
  subtype1 64 87
  subtype2 73 61
  subtype3 51 72
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   64   87
  subtype2   73   61
  subtype3   51   72
     clus
vv    subtype1 subtype2 subtype3
  NO        64       73       51
  YES       87       61       72

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
D6V5, binary
          cls
clus        0  1
  subtype1 55 80
  subtype2 80 82
  subtype3 53 58
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   55   80
  subtype2   80   82
  subtype3   53   58
     clus
vv    subtype1 subtype2 subtype3
  NO        55       80       53
  YES       80       82       58

Clustering(7) Variable = MRNASEQ_CNMF
D7V1, survival
          sevent
clus2        0   1
  subtype1 183  32
  subtype2 129  13
  subtype3 344  47
subtype1 subtype2 subtype3 
     215      142      391 
subtype1 subtype2 subtype3 
      32       13       47 
$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-A04X TCGA-A2-A0CM TCGA-A2-A0CW 
       64.11        22.03        63.06        44.35        24.79        57.53 
TCGA-A2-A0CX TCGA-A2-A0D0 TCGA-A2-A0D1 TCGA-A2-A0D2 TCGA-A2-A0EQ TCGA-A2-A0ST 
       42.84        21.14        25.84        25.02        67.50        54.02 
TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T1 TCGA-A2-A0T2 TCGA-A2-A0T7 TCGA-A2-A0YE 
       42.35        11.08        10.59         7.96        13.05         8.28 
TCGA-A2-A0YG TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A2-A25F TCGA-A7-A0CE 
       13.28        10.72        21.73        12.20         3.72         8.32 
TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26I 
       12.26         8.78         9.44         8.45         6.87         4.01 
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-A08B TCGA-A8-A08L TCGA-A8-A08P TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09X 
       23.08         9.99        30.97         0.99        33.99        14.01 
TCGA-A8-A0A7 TCGA-AC-A23H TCGA-AC-A2QH TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AL 
        0.99         2.66         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-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-A128 TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F TCGA-AO-A1KR 
      102.54        94.59        96.10        64.04        48.36        70.36 
TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AR-A0TP TCGA-AR-A0TS TCGA-AR-A0TT TCGA-AR-A0TU 
        5.23       109.94        78.64        37.41        55.20        11.84 
TCGA-AR-A0TX TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U2 TCGA-AR-A0U4 TCGA-AR-A1AH 
        0.49         0.26         6.08        83.87        53.49        75.55 
TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AY TCGA-AR-A24Q 
       61.84        52.73        43.04        17.19        20.19        66.02 
TCGA-AR-A24U TCGA-AR-A251 TCGA-AR-A254 TCGA-AR-A256 TCGA-AR-A2LR TCGA-B6-A0I2 
       53.36        45.14        39.85        93.83        20.38       125.79 
TCGA-B6-A0I6 TCGA-B6-A0I9 TCGA-B6-A0IJ TCGA-B6-A0IK TCGA-B6-A0IQ TCGA-B6-A0RE 
       32.58        12.13       176.98        18.77       127.27       211.53 
TCGA-B6-A0RH TCGA-B6-A0RS TCGA-B6-A0RT TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0X1 
      188.98       100.67        89.46       131.21        21.47       186.44 
TCGA-B6-A1KF TCGA-B6-A1KN TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0B3 TCGA-BH-A0B7 
      101.52       109.48        38.79        20.45        39.55        56.98 
TCGA-BH-A0BF TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BW TCGA-BH-A0BZ TCGA-BH-A0C0 
       25.68        24.85        44.02        11.67        49.05        41.75 
TCGA-BH-A0DL TCGA-BH-A0DZ TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0EE TCGA-BH-A0GY 
       48.23        16.27         4.37         9.60        31.00        30.15 
TCGA-BH-A0RX TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18T 
        5.59        12.23         2.01        55.63        37.51         7.36 
TCGA-BH-A18V TCGA-BH-A1EN TCGA-BH-A1EX TCGA-BH-A1F0 TCGA-BH-A1F6 TCGA-BH-A1FC 
       51.12        67.46        49.58        25.81        97.48       114.12 
TCGA-BH-A1FN TCGA-BH-A1FU TCGA-BH-A202 TCGA-BH-A203 TCGA-BH-A208 TCGA-BH-A209 
       72.07        72.07         0.72        38.60        57.83       130.16 
TCGA-C8-A137 TCGA-C8-A138 TCGA-C8-A1HJ TCGA-C8-A1HK TCGA-C8-A1HM TCGA-C8-A26X 
        0.10         0.23         0.16         0.23         0.20         0.36 
TCGA-C8-A26Y TCGA-C8-A275 TCGA-C8-A278 TCGA-C8-A27B TCGA-D8-A13Y TCGA-D8-A13Z 
        0.43         0.03         0.03         0.99         8.68         6.90 
TCGA-D8-A142 TCGA-D8-A143 TCGA-D8-A147 TCGA-D8-A1J8 TCGA-D8-A1J9 TCGA-D8-A1JA 
        2.01         5.65         0.07         8.42         8.15         0.59 
TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1JM TCGA-D8-A1XJ 
        3.16         6.15         3.58         8.71         7.82        11.57 
TCGA-D8-A1XK TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XW TCGA-D8-A1Y3 TCGA-D8-A27F 
       10.72         5.82         6.35         3.85         4.08         7.46 
TCGA-D8-A27H TCGA-D8-A27M TCGA-E2-A14N TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14X 
        4.60         4.73        44.38        16.01        27.78        22.75 
TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A152 TCGA-E2-A158 TCGA-E2-A159 TCGA-E2-A1AZ 
       22.62        19.43        19.33        14.79        16.93        64.57 
TCGA-E2-A1B0 TCGA-E2-A1II TCGA-E2-A1LB TCGA-E2-A1LG TCGA-E2-A1LH TCGA-E2-A1LI 
       41.79        27.95        31.96        11.51        94.52        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-A1OV TCGA-EW-A1OW TCGA-EW-A1P4 TCGA-EW-A1P8 TCGA-EW-A1PB 
        0.69        17.16        15.22        16.47         7.86        19.99 
TCGA-EW-A1PH TCGA-GM-A2DB TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DH 
        4.57        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-A259 TCGA-A2-A25A 
       10.98         8.81        13.45        12.49        42.25        97.58 
TCGA-A2-A25D TCGA-A7-A0CG TCGA-A7-A0DB TCGA-A8-A07E TCGA-A8-A08O TCGA-A8-A09A 
        7.99         5.46         4.60        19.99        30.97         9.99 
TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK 
       13.02        21.04         1.45        55.40        36.99        38.79 
TCGA-AC-A2FO TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XL TCGA-AO-A03R TCGA-AO-A03U 
       50.70         7.17         6.28         0.33        56.12        59.05 
TCGA-AO-A0J9 TCGA-AO-A0JC TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A12A 
       41.26        50.86        11.64        14.76        49.71        90.54 
TCGA-AO-A12E TCGA-AO-A1KO TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AO TCGA-AR-A1AU 
       57.27        14.73        51.22        48.82        43.53        46.32 
TCGA-AR-A1AX TCGA-AR-A24O TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A252 TCGA-AR-A255 
       36.26        65.65        53.26        50.96        40.64        34.78 
TCGA-AR-A2LH TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0IE 
       20.22        40.01        17.06        20.81        16.96        65.69 
TCGA-B6-A0IH TCGA-B6-A0IP TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WY TCGA-B6-A0X7 
      112.37       110.93       140.48       157.41       113.75        58.88 
TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BJ TCGA-BH-A0BM 
       28.50        46.92        37.22        32.02        21.70        36.72 
TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0BQ TCGA-BH-A0C3 TCGA-BH-A0DE TCGA-BH-A0DG 
       35.67        48.69        27.16        48.13        31.17        23.44 
TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP TCGA-BH-A0DT TCGA-BH-A0DV 
       22.13        13.91        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-A0HK TCGA-BH-A0HP TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A18F TCGA-BH-A18I 
        5.85        13.61         5.75        17.85         8.81         7.23 
TCGA-BH-A18M TCGA-BH-A1EU TCGA-BH-A1FB TCGA-BH-A1FE TCGA-BH-A1FH TCGA-BH-A201 
       72.56        42.28       120.62        74.73        36.92         6.87 
TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1JH TCGA-D8-A1JU TCGA-D8-A1XM TCGA-D8-A27I 
        1.61        11.31         9.34         3.48         7.17         6.08 
TCGA-D8-A27K TCGA-D8-A27P TCGA-D8-A27V TCGA-E2-A108 TCGA-E2-A14Q TCGA-E2-A14Z 
        3.88         0.72         2.40         4.08        32.02        17.03 
TCGA-E2-A15E TCGA-E2-A15M TCGA-E2-A15P TCGA-E2-A1B1 TCGA-E2-A1B5 TCGA-E2-A1IF 
       17.00         7.69        10.36        44.75        25.45        31.43 
TCGA-E2-A1IJ TCGA-E2-A1IO TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E9-A227 TCGA-E9-A2JT 
       23.84        14.73         4.18        43.13         0.79         0.76 
TCGA-EW-A1IW TCGA-EW-A1J2 TCGA-EW-A1P7 TCGA-EW-A1PD TCGA-EW-A1PF TCGA-EW-A1PG 
        8.28         4.57        20.88         5.72         4.57        28.77 
TCGA-EW-A2FS TCGA-EW-A2FV TCGA-GM-A2DA TCGA-GM-A2DI 
       38.56         7.82       194.27        61.91 

$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-A04Y TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT 
       77.72        63.12        25.08        78.64        75.55        63.02 
TCGA-A2-A0CU TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM TCGA-A2-A0ER TCGA-A2-A0ET 
        5.16        24.20        16.31        90.64        62.53        26.53 
TCGA-A2-A0EU TCGA-A2-A0EV TCGA-A2-A0EY TCGA-A2-A0SU TCGA-A2-A0SV TCGA-A2-A0SW 
       24.10        17.92        15.95        44.42        27.12        44.84 
TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0YC TCGA-A2-A0YF TCGA-A2-A0YH 
       14.99        12.99        10.55        21.14         9.50        12.46 
TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW TCGA-A2-A1FX TCGA-A2-A1G4 TCGA-A2-A25B 
       23.77        15.12         7.27        30.74        12.23         8.48 
TCGA-A2-A25C TCGA-A2-A25E TCGA-A7-A0CD TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0D9 
        9.37        82.55         5.59         5.29         6.18         5.23 
TCGA-A7-A13F TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A26H TCGA-A7-A26J TCGA-A8-A06O 
        6.44         6.84        13.84         2.10         2.20        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-A08I 
       15.06        36.95        13.02        19.96        18.05        12.00 
TCGA-A8-A08J TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A091 TCGA-A8-A092 TCGA-A8-A093 
       37.05        19.07        93.04        19.07        17.03        17.92 
TCGA-A8-A095 TCGA-A8-A097 TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09I 
       41.95        12.00        12.00         1.02        13.02        33.07 
TCGA-A8-A09K TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V 
       29.95         1.02        25.02         8.98        19.00        15.02 
TCGA-A8-A09W TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD 
        0.99        12.00        19.00        13.02        17.00        38.04 
TCGA-AC-A23C TCGA-AC-A23E TCGA-AC-A2B8 TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 
        0.95         2.37         1.45         0.23         0.33         0.62 
TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK 
        2.93         7.99         7.33         6.41         4.60         6.97 
TCGA-AN-A0FT TCGA-AN-A0FW TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0XO TCGA-AN-A0XP 
        6.02         0.36         0.33         0.33        12.33         0.30 
TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03L 
        0.33         0.33         0.33         5.33         5.59        80.28 
TCGA-AO-A03N TCGA-AO-A03P TCGA-AO-A03T TCGA-AO-A03V TCGA-AO-A0J3 TCGA-AO-A0J5 
       54.08        84.69        39.02        29.13         9.93        24.16 
TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0JA TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 
        8.55         9.11        11.38        38.53        60.03        99.22 
TCGA-AO-A126 TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KP 
       93.70        77.56        65.52        41.59        28.34        82.62 
TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A0Y5 TCGA-AQ-A1H2 
       49.94         0.53        17.79        14.43         5.29         6.48 
TCGA-AQ-A1H3 TCGA-AR-A0TQ TCGA-AR-A0TR TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY 
        4.54        49.32         5.26        29.72        24.30        55.86 
TCGA-AR-A0TZ TCGA-AR-A0U3 TCGA-AR-A1AN TCGA-AR-A1AP TCGA-AR-A1AS TCGA-AR-A1AV 
       43.17        74.40        43.69        39.95        40.83        42.58 
TCGA-AR-A1AW TCGA-AR-A24H TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N 
       35.24       109.58        50.89        73.02        65.42        68.19 
TCGA-AR-A24P TCGA-AR-A24R TCGA-AR-A24S TCGA-AR-A24V TCGA-AR-A24X TCGA-AR-A24Z 
        0.85        57.37        62.07        54.18        48.16        51.75 
TCGA-AR-A250 TCGA-AR-A2LE TCGA-AR-A2LK TCGA-AR-A2LL TCGA-B6-A0I5 TCGA-B6-A0I8 
       56.12       128.65        42.84         7.33       149.56        24.62 
TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IG TCGA-B6-A0IM TCGA-B6-A0IN 
      220.87       129.57        50.70       146.50       126.12        84.59 
TCGA-B6-A0IO TCGA-B6-A0RG TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RN 
      110.14        68.45       223.40        81.17        78.02       172.96 
TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV TCGA-B6-A0WW 
      162.02       102.77        97.48       177.40        79.63        17.95 
TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A1KC TCGA-B6-A2IU 
      129.57       129.70        28.24        68.94        43.59       159.12 
TCGA-BH-A0AU TCGA-BH-A0AY TCGA-BH-A0B1 TCGA-BH-A0B5 TCGA-BH-A0B8 TCGA-BH-A0BD 
       24.53        25.55        37.74        48.36        51.58        18.21 
TCGA-BH-A0BR TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV TCGA-BH-A0C1 TCGA-BH-A0C7 
       53.65        53.92        45.57        49.94        43.99        42.90 
TCGA-BH-A0DD TCGA-BH-A0DH TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0E1 TCGA-BH-A0E2 
       45.80        38.01         3.22         2.53        15.68        12.36 
TCGA-BH-A0E7 TCGA-BH-A0EB TCGA-BH-A0EI TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H6 
       44.78        24.49        24.43        10.78        15.16        24.56 
TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HB TCGA-BH-A0HI TCGA-BH-A0HO 
       23.05        41.00        28.14        26.50        20.35         2.50 
TCGA-BH-A0HQ TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HX TCGA-BH-A0HY TCGA-BH-A0W3 
       36.85        12.89        51.29        27.25        28.50         5.92 
TCGA-BH-A0W7 TCGA-BH-A18J TCGA-BH-A18K TCGA-BH-A18L TCGA-BH-A18N TCGA-BH-A18P 
       18.35        20.09        90.81        26.66        37.74        30.28 
TCGA-BH-A18S TCGA-BH-A18U TCGA-BH-A1EO TCGA-BH-A1ET TCGA-BH-A1EV TCGA-BH-A1EW 
       66.05        51.39        91.99        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-A1FR TCGA-BH-A204 TCGA-BH-A28Q 
       63.35        55.00        45.63       144.59        83.31         6.44 
TCGA-C8-A1HI TCGA-C8-A1HL TCGA-C8-A1HN TCGA-C8-A26V TCGA-C8-A26W TCGA-C8-A26Z 
        0.07         0.07         0.07         0.30         0.23         0.13 
TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A27A TCGA-D8-A140 TCGA-D8-A141 TCGA-D8-A1JC 
        0.20         0.03        12.20         0.89         3.72         5.85 
TCGA-D8-A1JD TCGA-D8-A1JE TCGA-D8-A1JI TCGA-D8-A1JJ TCGA-D8-A1JN TCGA-D8-A1JP 
        8.98         1.87         0.69         9.01         7.13         5.49 
TCGA-D8-A1JS TCGA-D8-A1JT TCGA-D8-A1X5 TCGA-D8-A1X6 TCGA-D8-A1X7 TCGA-D8-A1X8 
        3.45         4.04         5.62         7.76         2.79         8.94 
TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XF 
       12.49         9.01         6.61         2.66         5.10         6.48 
TCGA-D8-A1XG TCGA-D8-A1XL TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XU 
        6.44        10.49         7.96         5.52         0.59         4.90 
TCGA-D8-A1XV TCGA-D8-A1XY TCGA-D8-A1XZ TCGA-D8-A1Y0 TCGA-D8-A1Y1 TCGA-D8-A1Y2 
        4.80         2.66         3.95         5.46         3.78         2.37 
TCGA-D8-A27E TCGA-D8-A27G TCGA-D8-A27L TCGA-D8-A27N TCGA-D8-A27R TCGA-D8-A27T 
        5.98         6.87         4.11         4.77         2.96         4.44 
TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B 
        0.49        38.24        51.12        38.53        11.57        24.59 
TCGA-E2-A10C TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14O TCGA-E2-A14S TCGA-E2-A14T 
       28.04        13.74        11.84        38.53        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-A15A TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I 
       16.50        16.31        10.36        10.36         1.38        13.51 
TCGA-E2-A15J TCGA-E2-A15K TCGA-E2-A15L TCGA-E2-A15O TCGA-E2-A15R TCGA-E2-A15S 
       15.22         1.12        10.88        12.99        10.85         9.01 
TCGA-E2-A1B4 TCGA-E2-A1BC TCGA-E2-A1IE TCGA-E2-A1IG TCGA-E2-A1IH TCGA-E2-A1IK 
       29.95         9.76        32.32        24.82        21.63        17.03 
TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1L7 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA 
        0.46        12.89        20.81        33.37        12.76        15.22 
TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 
        0.62         2.10         0.95         1.38         2.76         1.12 
TCGA-E9-A1RB TCGA-E9-A1RC TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RI 
        0.69        40.37         0.66         1.55         1.25         1.58 
TCGA-E9-A226 TCGA-E9-A245 TCGA-E9-A247 TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A295 
        0.53         0.82         0.39         0.92         0.33         0.69 
TCGA-E9-A2JS TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1J1 TCGA-EW-A1J3 TCGA-EW-A1J5 
        0.43        35.57         8.48         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-A1PA TCGA-EW-A1PE TCGA-EW-A2FW TCGA-GI-A2C8 
       12.00        10.26         8.78         3.48         6.25         6.97 
TCGA-GM-A2D9 TCGA-GM-A2DC TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DM TCGA-GM-A2DN 
       59.57        53.52        62.33        90.81        76.64        77.33 
TCGA-GM-A2DO 
       53.33 

subtype1 subtype2 subtype3 
    0.03     0.33     0.03 
subtype1 subtype2 subtype3 
  211.53   194.27   223.40 
subtype1 subtype2 subtype3 
  19.230   28.635   17.030 
[1] "0.0 - 211.5 (19.2)" "0.3 - 194.3 (28.6)" "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" "subtype1" "subtype3"
 [25] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype2" "subtype1" "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" "subtype3" "subtype3" "subtype2"
 [91] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
 [97] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[103] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[115] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[133] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[151] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[157] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[169] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[175] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[181] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[187] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[193] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[217] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[223] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[235] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[241] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[247] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[253] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[259] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[271] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[277] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[283] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[289] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[295] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[301] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[307] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[313] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[319] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[325] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[331] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[343] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[349] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[355] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[367] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[373] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[379] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[385] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[391] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[397] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[403] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[409] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[415] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[421] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[427] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[439] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[445] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[457] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[463] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[469] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[475] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[481] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[487] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[493] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[499] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[505] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[511] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[517] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[523] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[529] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[535] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[541] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[547] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[553] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[559] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[565] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[571] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[577] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[583] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[595] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[601] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[607] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[619] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[625] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[631] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[637] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[643] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[649] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[655] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[661] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[667] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[673] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[679] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[685] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[691] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[697] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[709] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[715] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[721] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[727] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[733] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[739] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[745] "subtype3" "subtype3" "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" "subtype1" "subtype3"
 [25] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype2" "subtype1" "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" "subtype3" "subtype3" "subtype2"
 [91] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
 [97] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[103] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[115] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[133] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[151] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[157] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[169] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[175] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[181] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[187] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[193] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[217] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[223] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[235] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[241] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[247] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[253] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[259] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[271] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[277] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[283] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[289] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[295] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[301] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[307] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[313] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[319] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[325] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[331] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[343] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[349] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[355] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[367] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[373] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[379] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[385] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[391] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[397] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[403] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[409] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[415] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[421] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[427] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[439] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[445] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[457] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[463] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[469] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[475] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[481] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[487] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[493] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[499] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[505] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[511] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[517] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[523] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[529] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[535] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[541] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[547] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[553] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[559] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[565] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[571] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[577] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[583] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[595] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[601] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[607] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[619] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[625] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[631] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[637] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[643] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[649] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[655] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[661] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[667] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[673] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[679] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[685] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[691] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[697] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[709] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[715] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[721] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[727] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[733] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[739] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[745] "subtype3" "subtype3" "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" "subtype1" "subtype3"
 [25] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype2" "subtype1" "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" "subtype3" "subtype3" "subtype2"
 [91] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
 [97] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[103] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[109] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[115] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[133] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[151] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[157] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[169] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[175] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[181] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[187] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[193] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[199] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[217] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[223] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[235] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[241] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[247] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[253] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[259] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[271] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[277] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[283] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[289] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[295] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[301] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[307] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[313] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[319] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[325] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[331] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[337] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[343] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[349] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[355] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[367] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[373] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
[379] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[385] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[391] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[397] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[403] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[409] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[415] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[421] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[427] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[439] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[445] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[457] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[463] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[469] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[475] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[481] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[487] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[493] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[499] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[505] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[511] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[517] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[523] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[529] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[535] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[541] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[547] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[553] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[559] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[565] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[571] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[577] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype3"
[583] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[595] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[601] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[607] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[619] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[625] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[631] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[637] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[643] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[649] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[655] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[661] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[667] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[673] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[679] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[685] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[691] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[697] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[703] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[709] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[715] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[721] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[727] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[733] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[739] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[745] "subtype3" "subtype3" "subtype3" "subtype3"
D7V2, continuous
D7V3, binary
          cls
clus         0   1
  subtype1 234   0
  subtype2 146   1
  subtype3 415   7
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  234    0
  subtype2  146    1
  subtype3  415    7
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      234      146      415
  MALE          0        1        7
D7V4, binary
          cls
clus         0   1
  subtype1  57 177
  subtype2  40 107
  subtype3  94 328
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   57  177
  subtype2   40  107
  subtype3   94  328
     clus
vv    subtype1 subtype2 subtype3
  NO        57       40       94
  YES      177      107      328
D7V5, binary
          cls
clus         0   1
  subtype1  86 148
  subtype2  64  83
  subtype3 148 274
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   86  148
  subtype2   64   83
  subtype3  148  274
     clus
vv    subtype1 subtype2 subtype3
  NO        86       64      148
  YES      148       83      274

Clustering(8) Variable = MRNASEQ_CHIERARCHICAL
D8V1, survival
          sevent
clus2        0   1
  subtype1 210  19
  subtype2 296  47
  subtype3 150  26
subtype1 subtype2 subtype3 
     229      343      176 
subtype1 subtype2 subtype3 
      19       47       26 
$subtype1
TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SJ TCGA-A2-A0CL TCGA-A2-A0CP 
       14.37        43.40        48.10        14.01        60.07        82.03 
TCGA-A2-A0CT TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0D4 TCGA-A2-A0EN TCGA-A2-A0EO 
       63.02        61.48        43.99        16.31        82.68        71.70 
TCGA-A2-A0EQ TCGA-A2-A0ES TCGA-A2-A0EU TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0SU 
       67.50        32.91        24.10        25.32        18.05        44.42 
TCGA-A2-A0SY TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0T6 TCGA-A2-A0T7 
       37.94        14.99        12.99        10.55        11.31        13.05 
TCGA-A2-A0YD TCGA-A2-A0YI TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FW TCGA-A2-A1FZ 
       18.08        11.77        10.98         8.81         7.27        13.45 
TCGA-A2-A1G0 TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25D TCGA-A7-A0CG TCGA-A7-A0D9 
       12.49        42.25        97.58         7.99         5.46         5.23 
TCGA-A7-A0DB TCGA-A7-A26E TCGA-A8-A07E TCGA-A8-A07J TCGA-A8-A08O TCGA-A8-A095 
        4.60        13.84        19.99        12.00        30.97        41.95 
TCGA-A8-A09A TCGA-A8-A09D TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 TCGA-A8-A0A6 
        9.99        13.02        12.00        19.00        13.02        21.04 
TCGA-A8-A0AB TCGA-AC-A2B8 TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK 
       17.00         1.45         1.45        55.40        36.99        38.79 
TCGA-AC-A2FO TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0FW 
       50.70         0.33         0.62         7.17         6.28         0.36 
TCGA-AN-A0XL TCGA-AN-A0XS TCGA-AN-A0XV TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03V 
        0.33         0.33         5.33        56.12        39.02        29.13 
TCGA-AO-A0J5 TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JC TCGA-AO-A0JD TCGA-AO-A0JF 
       24.16        41.26        11.38        50.86        59.61        11.64 
TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A12A TCGA-AO-A12E TCGA-AO-A1KO TCGA-AQ-A1H3 
       14.76        49.71        90.54        57.27        14.73         4.54 
TCGA-AR-A0TT TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN TCGA-AR-A1AP TCGA-AR-A1AU 
       55.20        51.22        48.82        43.69        39.95        46.32 
TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A24M TCGA-AR-A24O TCGA-AR-A24P TCGA-AR-A24S 
       35.24        36.26        65.42        65.65         0.85        62.07 
TCGA-AR-A24T TCGA-AR-A24W TCGA-AR-A24X TCGA-AR-A252 TCGA-AR-A255 TCGA-AR-A2LE 
       53.26        50.96        48.16        40.64        34.78       128.65 
TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0I5 TCGA-B6-A0IE 
       40.01        17.06        20.81        16.96       149.56        65.69 
TCGA-B6-A0IG TCGA-B6-A0IH TCGA-B6-A0IN TCGA-B6-A0IP TCGA-B6-A0RG TCGA-B6-A0RN 
      146.50       112.37        84.59       110.93        68.45       172.96 
TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WY TCGA-B6-A0X7 TCGA-B6-A1KN 
      140.48       157.41        97.48       113.75        58.88       109.48 
TCGA-BH-A0AY TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B5 TCGA-BH-A0B8 
       25.55        28.50        46.92        37.74        48.36        51.58 
TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BF TCGA-BH-A0BJ TCGA-BH-A0BM 
       37.22        32.02        18.21        25.68        21.70        36.72 
TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0BQ TCGA-BH-A0C0 TCGA-BH-A0C3 TCGA-BH-A0DE 
       35.67        48.69        27.16        41.75        48.13        31.17 
TCGA-BH-A0DG TCGA-BH-A0DH TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP 
       23.44        38.01        22.13        13.91        17.26        15.65 
TCGA-BH-A0DQ TCGA-BH-A0DT TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0E2 TCGA-BH-A0E9 
        3.22        38.47        45.17        47.41        12.36        46.19 
TCGA-BH-A0EA TCGA-BH-A0GY TCGA-BH-A0GZ TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0HB 
       32.65        30.15        10.78        37.78        35.51        26.50 
TCGA-BH-A0HF TCGA-BH-A0HK TCGA-BH-A0HP TCGA-BH-A0HQ TCGA-BH-A0HX TCGA-BH-A0W4 
       23.90         5.85        13.61        36.85        27.25         5.75 
TCGA-BH-A0W5 TCGA-BH-A0W7 TCGA-BH-A18F TCGA-BH-A18I TCGA-BH-A18M TCGA-BH-A18R 
       17.85        18.35         8.81         7.23        72.56        37.51 
TCGA-BH-A1EO TCGA-BH-A1ET TCGA-BH-A1EU TCGA-BH-A1FB TCGA-BH-A1FE TCGA-BH-A1FH 
       91.99        82.85        42.28       120.62        74.73        36.92 
TCGA-BH-A1FL TCGA-BH-A201 TCGA-BH-A209 TCGA-BH-A28Q TCGA-C8-A1HI TCGA-C8-A26W 
       55.00         6.87       130.16         6.44         0.07         0.23 
TCGA-D8-A141 TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1JH TCGA-D8-A1JU TCGA-D8-A1X8 
        3.72         1.61        11.31         9.34         3.48         8.94 
TCGA-D8-A1XM TCGA-D8-A1Y0 TCGA-D8-A1Y2 TCGA-D8-A27G TCGA-D8-A27I TCGA-D8-A27K 
        7.17         5.46         2.37         6.87         6.08         3.88 
TCGA-D8-A27L TCGA-D8-A27T TCGA-D8-A27V TCGA-E2-A108 TCGA-E2-A10F TCGA-E2-A14Q 
        4.11         4.44         2.40         4.08        11.84        32.02 
TCGA-E2-A14Z TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15I TCGA-E2-A15M 
       17.03        16.31        10.36        17.00        13.51         7.69 
TCGA-E2-A15P TCGA-E2-A1B1 TCGA-E2-A1B5 TCGA-E2-A1BC TCGA-E2-A1IF TCGA-E2-A1IH 
       10.36        44.75        25.45         9.76        31.43        21.63 
TCGA-E2-A1IJ TCGA-E2-A1IL TCGA-E2-A1IO TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E9-A295 
       23.84         0.46        14.73         4.18        43.13         0.69 
TCGA-E9-A2JT TCGA-EW-A1IW TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1J2 TCGA-EW-A1J3 
        0.76         8.28        35.57         8.48         4.57         8.28 
TCGA-EW-A1J5 TCGA-EW-A1OV TCGA-EW-A1P3 TCGA-EW-A1PD TCGA-EW-A1PF TCGA-EW-A1PG 
        7.46        17.16        32.45         5.72         4.57        28.77 
TCGA-EW-A2FS TCGA-GM-A2DA TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DN 
       38.56       194.27        61.91        62.33        90.81        77.33 
TCGA-GM-A2DO 
       53.33 

$subtype2
TCGA-A1-A0SG TCGA-A1-A0SH TCGA-A1-A0SI TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SQ 
       14.24        47.24        20.84         7.96        39.32        18.18 
TCGA-A2-A04N TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A04X TCGA-A2-A04Y TCGA-A2-A0CQ 
      103.66        77.72        63.12        44.35        25.08        78.64 
TCGA-A2-A0CS TCGA-A2-A0CU TCGA-A2-A0CW TCGA-A2-A0CX TCGA-A2-A0D3 TCGA-A2-A0EM 
       75.55         5.16        57.53        42.84        24.20        90.64 
TCGA-A2-A0ER TCGA-A2-A0ET TCGA-A2-A0EV TCGA-A2-A0EY TCGA-A2-A0SV TCGA-A2-A0YC 
       62.53        26.53        17.92        15.95        27.12        21.14 
TCGA-A2-A0YF TCGA-A2-A0YG TCGA-A2-A0YH TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FX 
        9.50        13.28        12.46        23.77        15.12        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-A13F TCGA-A7-A13G TCGA-A7-A26H TCGA-A7-A26J TCGA-A8-A06O 
        6.18         6.44         6.84         2.10         2.20        13.02 
TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06X TCGA-A8-A06Y 
       13.02         1.02        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-A07G TCGA-A8-A07I TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07W 
       18.94        14.01        17.00        10.98         7.96         9.99 
TCGA-A8-A082 TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08B TCGA-A8-A08C 
       18.05        15.06        36.95        13.02        23.08        19.96 
TCGA-A8-A08F TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08P TCGA-A8-A08S TCGA-A8-A08T 
       18.05        12.00        37.05        30.97        19.07        93.04 
TCGA-A8-A091 TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A097 TCGA-A8-A09B TCGA-A8-A09C 
       19.07        17.03        17.92        12.00        12.00         1.02 
TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09T 
       33.07        29.95         1.02        25.02         8.98        19.00 
TCGA-A8-A09V TCGA-A8-A09W TCGA-A8-A0A9 TCGA-A8-A0AD TCGA-AC-A23C TCGA-AC-A23E 
       15.02         0.99        13.02        38.04         0.95         2.37 
TCGA-AC-A23H TCGA-AN-A041 TCGA-AN-A04A TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AS 
        2.66         0.23         2.93         7.99         7.33         0.30 
TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0FY 
        6.41         4.60         6.97         6.02         0.33         0.33 
TCGA-AN-A0FZ TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XT 
        0.33         0.33        12.33         0.30         0.33         0.33 
TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03N TCGA-AO-A03O TCGA-AO-A03P 
        5.59        80.28        47.84        54.08        81.63        84.69 
TCGA-AO-A0J3 TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 
        9.93         8.55         9.11        38.53        60.03        99.22 
TCGA-AO-A126 TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KP 
       93.70        77.56        65.52        41.59        28.34        82.62 
TCGA-AO-A1KQ TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A04L TCGA-AQ-A0Y5 
       49.94         0.53        17.79        14.43       109.94         5.29 
TCGA-AQ-A1H2 TCGA-AR-A0TQ TCGA-AR-A0TR TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TY 
        6.48        49.32         5.26        29.72        24.30        55.86 
TCGA-AR-A0TZ TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A1AS TCGA-AR-A1AV TCGA-AR-A24H 
       43.17        83.87        74.40        40.83        42.58       109.58 
TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24N TCGA-AR-A24R TCGA-AR-A24V TCGA-AR-A24Z 
       50.89        73.02        68.19        57.37        54.18        51.75 
TCGA-AR-A250 TCGA-AR-A2LK TCGA-AR-A2LL TCGA-B6-A0I8 TCGA-B6-A0I9 TCGA-B6-A0IA 
       56.12        42.84         7.33        24.62        12.13       220.87 
TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IM TCGA-B6-A0IO TCGA-B6-A0RH TCGA-B6-A0RI 
      129.57        50.70       126.12       110.14       188.98       223.40 
TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RO TCGA-B6-A0RP TCGA-B6-A0WT TCGA-B6-A0WV 
       81.17        78.02       162.02       102.77       177.40        79.63 
TCGA-B6-A0WW TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 TCGA-B6-A1KC 
       17.95       129.57       129.70        28.24        68.94        43.59 
TCGA-B6-A2IU TCGA-BH-A0AU TCGA-BH-A0BR TCGA-BH-A0BS TCGA-BH-A0BT TCGA-BH-A0BV 
      159.12        24.53        53.65        53.92        45.57        49.94 
TCGA-BH-A0BZ TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DD TCGA-BH-A0DS TCGA-BH-A0DZ 
       49.05        43.99        42.90        45.80         2.53        16.27 
TCGA-BH-A0E1 TCGA-BH-A0E7 TCGA-BH-A0EB TCGA-BH-A0EI TCGA-BH-A0H0 TCGA-BH-A0H6 
       15.68        44.78        24.49        24.43        15.16        24.56 
TCGA-BH-A0H7 TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HI TCGA-BH-A0HO TCGA-BH-A0HU 
       23.05        41.00        28.14        20.35         2.50        12.89 
TCGA-BH-A0HW TCGA-BH-A0HY TCGA-BH-A0W3 TCGA-BH-A18J TCGA-BH-A18K TCGA-BH-A18L 
       51.29        28.50         5.92        20.09        90.81        26.66 
TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18S TCGA-BH-A18U TCGA-BH-A1EN TCGA-BH-A1EV 
       37.74        30.28        66.05        51.39        67.46        12.00 
TCGA-BH-A1EW TCGA-BH-A1EX TCGA-BH-A1EY TCGA-BH-A1F2 TCGA-BH-A1F5 TCGA-BH-A1F8 
       55.69        49.58        17.69        31.53        89.16        24.62 
TCGA-BH-A1FD TCGA-BH-A1FG TCGA-BH-A1FJ TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A1FR 
       33.14       122.89        63.35        45.63        72.07       144.59 
TCGA-BH-A202 TCGA-BH-A204 TCGA-C8-A137 TCGA-C8-A138 TCGA-C8-A1HL TCGA-C8-A1HM 
        0.72        83.31         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-A1X9 TCGA-D8-A1XA 
        4.04         5.62         7.76         2.79        12.49         9.01 
TCGA-D8-A1XB TCGA-D8-A1XC TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XG TCGA-D8-A1XJ 
        6.61         2.66         5.10         6.48         6.44        11.57 
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-A1Y1 TCGA-D8-A1Y3 TCGA-D8-A27E TCGA-D8-A27N 
        2.66         3.95         3.78         4.08         5.98         4.77 
TCGA-D8-A27P TCGA-D8-A27R TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A109 
        0.72         2.96         0.49        38.24        51.12        38.53 
TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C TCGA-E2-A10E TCGA-E2-A14O TCGA-E2-A14S 
       11.57        24.59        28.04        13.74        38.53        27.42 
TCGA-E2-A14T TCGA-E2-A14V TCGA-E2-A14W TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 
       29.26        24.59        27.39        19.33        19.27        10.68 
TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A15A TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15J 
       18.18        15.81        16.50        10.36         1.38        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-A1IE TCGA-E2-A1IG TCGA-E2-A1IK TCGA-E2-A1IN TCGA-E2-A1L7 TCGA-E2-A1L8 
       32.32        24.82        17.03        12.89        20.81        33.37 
TCGA-E2-A1L9 TCGA-E2-A1LA TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1R5 
       12.76        15.22         0.62         2.10         0.95         1.38 
TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RB TCGA-E9-A1RC TCGA-E9-A1RD TCGA-E9-A1RE 
        2.76         1.12         0.69        40.37         0.66         1.55 
TCGA-E9-A1RF TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A227 TCGA-E9-A245 TCGA-E9-A247 
        1.25         1.58         0.53         0.79         0.82         0.39 
TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A2JS TCGA-EW-A1J1 TCGA-EW-A1J6 TCGA-EW-A1OX 
        0.92         0.33         0.43         9.27        19.56        18.48 
TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P5 TCGA-EW-A1P6 TCGA-EW-A1PA 
       19.50        30.94        36.85        12.00        10.26         8.78 
TCGA-EW-A1PE TCGA-EW-A2FV TCGA-EW-A2FW TCGA-GI-A2C8 TCGA-GM-A2D9 TCGA-GM-A2DC 
        3.48         7.82         6.25         6.97        59.57        53.52 
TCGA-GM-A2DM 
       76.64 

$subtype3
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-A0D0 TCGA-A2-A0D1 
       64.11        22.03        63.06        24.79        21.14        25.84 
TCGA-A2-A0D2 TCGA-A2-A0ST TCGA-A2-A0SW TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T1 
       25.02        54.02        44.84        42.35        11.08        10.59 
TCGA-A2-A0T2 TCGA-A2-A0YE TCGA-A2-A0YJ TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A2-A25F 
        7.96         8.28        10.72        21.73        12.20         3.72 
TCGA-A7-A0CE TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26G 
        8.32        12.26         8.78         9.44         8.45         6.87 
TCGA-A7-A26I TCGA-A8-A07C TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A08L 
        4.01        19.07         9.99         8.98         9.96         9.99 
TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AC-A2QH TCGA-AN-A04C 
        0.99        33.99        14.01         0.99         1.02         1.78 
TCGA-AN-A04D TCGA-AN-A0AL TCGA-AN-A0AM TCGA-AN-A0AT TCGA-AN-A0FJ TCGA-AN-A0FL 
        1.71         6.48         0.16         0.33         7.92         7.56 
TCGA-AN-A0FX 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-A128 TCGA-AO-A129 
       25.48        64.60        43.36       102.54        94.59        96.10 
TCGA-AO-A12D TCGA-AO-A12F TCGA-AO-A1KR TCGA-AQ-A04J TCGA-AR-A0TP TCGA-AR-A0TS 
       64.04        48.36        70.36         5.23        78.64        37.41 
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-A2LH 
       66.02        53.36        45.14        39.85        93.83        20.22 
TCGA-AR-A2LR TCGA-B6-A0I2 TCGA-B6-A0I6 TCGA-B6-A0IJ TCGA-B6-A0IK TCGA-B6-A0IQ 
       20.38       125.79        32.58       176.98        18.77       127.27 
TCGA-B6-A0RE TCGA-B6-A0RS TCGA-B6-A0RT TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0X1 
      211.53       100.67        89.46       131.21        21.47       186.44 
TCGA-B6-A1KF TCGA-BH-A0AV TCGA-BH-A0AW TCGA-BH-A0B3 TCGA-BH-A0B7 TCGA-BH-A0BG 
      101.52        38.79        20.45        39.55        56.98        24.85 
TCGA-BH-A0BL TCGA-BH-A0BW TCGA-BH-A0DL TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0EE 
       44.02        11.67        48.23         4.37         9.60        31.00 
TCGA-BH-A0RX TCGA-BH-A0WA TCGA-BH-A18G TCGA-BH-A18Q TCGA-BH-A18T TCGA-BH-A18V 
        5.59        12.23         2.01        55.63         7.36        51.12 
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-GM-A2DB TCGA-GM-A2DD 
       20.88         7.86        19.99         4.57        53.10        43.04 
TCGA-GM-A2DF TCGA-GM-A2DH 
       42.71        42.28 

subtype1 subtype2 subtype3 
    0.07     0.03     0.03 
subtype1 subtype2 subtype3 
  194.27   223.40   211.53 
subtype1 subtype2 subtype3 
   25.45    17.03    19.12 
[1] "0.1 - 194.3 (25.4)" "0.0 - 223.4 (17.0)" "0.0 - 211.5 (19.1)"
  [1] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
  [7] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
 [25] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
 [37] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [49] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
 [55] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
 [61] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [73] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [79] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [85] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
 [91] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
 [97] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[109] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[127] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[133] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[145] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[157] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[163] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[169] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[175] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[193] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[199] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[205] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[223] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[235] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[241] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[247] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[253] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[259] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[265] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[271] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[277] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[283] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[295] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[301] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[307] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[313] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[319] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[331] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[343] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[349] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[355] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[367] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[373] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[379] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[385] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[391] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[397] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[403] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[415] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[421] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[427] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[433] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[439] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[451] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[457] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[463] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[469] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[481] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[487] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[493] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[499] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[505] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[511] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[517] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[523] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[529] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[535] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[541] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[547] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[559] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[565] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[571] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[577] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[583] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[589] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[595] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[601] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[607] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[613] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[619] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[625] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[637] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[643] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[649] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[655] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[661] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[667] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[673] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[679] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[685] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[691] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[697] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[703] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[709] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[715] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[721] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[727] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[733] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[739] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[745] "subtype1" "subtype2" "subtype1" "subtype1"
  [1] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
  [7] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
 [25] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
 [37] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [49] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
 [55] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
 [61] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [73] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [79] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [85] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
 [91] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
 [97] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[109] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[127] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[133] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[145] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[157] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[163] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[169] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[175] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[193] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[199] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[205] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[223] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[235] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[241] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[247] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[253] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[259] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[265] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[271] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[277] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[283] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[295] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[301] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[307] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[313] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[319] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[331] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[343] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[349] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[355] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[367] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[373] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[379] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[385] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[391] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[397] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[403] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[415] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[421] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[427] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[433] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[439] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[451] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[457] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[463] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[469] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[481] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[487] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[493] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[499] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[505] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[511] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[517] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[523] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[529] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[535] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[541] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[547] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[559] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[565] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[571] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[577] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[583] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[589] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[595] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[601] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[607] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[613] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[619] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[625] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[637] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[643] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[649] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[655] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[661] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[667] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[673] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[679] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[685] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[691] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[697] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[703] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[709] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[715] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[721] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[727] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[733] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[739] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[745] "subtype1" "subtype2" "subtype1" "subtype1"
  [1] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
  [7] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
 [25] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
 [37] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [49] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
 [55] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
 [61] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [67] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
 [73] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [79] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
 [85] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
 [91] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
 [97] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[109] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[127] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[133] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[145] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[157] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[163] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[169] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[175] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[193] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[199] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[205] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[211] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[223] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[235] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[241] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[247] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[253] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[259] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[265] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[271] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[277] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[283] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[289] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[295] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[301] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[307] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[313] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[319] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[331] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[343] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[349] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype2"
[355] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[367] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[373] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[379] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[385] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[391] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[397] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[403] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[415] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[421] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[427] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[433] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[439] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[451] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[457] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[463] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[469] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[481] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[487] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[493] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[499] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[505] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[511] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[517] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
[523] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[529] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[535] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[541] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[547] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[559] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[565] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[571] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[577] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[583] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[589] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[595] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[601] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[607] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[613] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[619] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[625] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[637] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[643] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[649] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[655] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[661] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[667] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[673] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[679] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[685] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[691] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[697] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[703] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[709] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[715] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[721] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[727] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[733] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[739] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[745] "subtype1" "subtype2" "subtype1" "subtype1"
D8V2, continuous
D8V3, binary
          cls
clus         0   1
  subtype1 234   1
  subtype2 369   7
  subtype3 192   0
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  234    1
  subtype2  369    7
  subtype3  192    0
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      234      369      192
  MALE          1        7        0
D8V4, binary
          cls
clus         0   1
  subtype1  59 176
  subtype2  80 296
  subtype3  52 140
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   59  176
  subtype2   80  296
  subtype3   52  140
     clus
vv    subtype1 subtype2 subtype3
  NO        59       80       52
  YES      176      296      140
D8V5, binary
          cls
clus         0   1
  subtype1 101 134
  subtype2 125 251
  subtype3  72 120
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  101  134
  subtype2  125  251
  subtype3   72  120
     clus
vv    subtype1 subtype2 subtype3
  NO       101      125       72
  YES      134      251      120

Clustering(9) Variable = MIRSEQ_CNMF
D9V1, survival
          sevent
clus2        0   1
  subtype1 188  23
  subtype2 311  38
  subtype3 165  33
subtype1 subtype2 subtype3 
     211      349      198 
subtype1 subtype2 subtype3 
      23       38       33 
$subtype1
TCGA-A1-A0SB TCGA-A1-A0SD TCGA-A1-A0SF TCGA-A1-A0SH TCGA-A1-A0SI TCGA-A1-A0SJ 
        8.52        14.37        48.10        47.24        20.84        14.01 
TCGA-A2-A04W TCGA-A2-A0CU TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0EN TCGA-A2-A0EO 
       63.06         5.16        61.48        43.99        82.68        71.70 
TCGA-A2-A0ES TCGA-A2-A0EV TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0ST TCGA-A2-A0SU 
       32.91        17.92        25.32        18.05        54.02        44.42 
TCGA-A2-A0SX TCGA-A2-A0T1 TCGA-A2-A0T3 TCGA-A2-A0T4 TCGA-A2-A0T6 TCGA-A2-A0T7 
       42.35        10.59        14.99        12.99        11.31        13.05 
TCGA-A2-A0YD TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G6 
       18.08        10.98         8.81        13.45        12.49         4.34 
TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25D TCGA-A7-A0CG TCGA-A7-A26E TCGA-A7-A26G 
       42.25        97.58         7.99         5.46        13.84         6.87 
TCGA-A7-A26H TCGA-A8-A097 TCGA-A8-A09A TCGA-A8-A09D TCGA-A8-A0A6 TCGA-AC-A23C 
        2.10        12.00         9.99        13.02        21.04         0.95 
TCGA-AC-A2B8 TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM 
        1.45         1.45        55.40        36.99        38.79        26.04 
TCGA-AC-A2FO TCGA-AC-A2QJ TCGA-AC-A3BB TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0XT 
       50.70         2.27         0.99         7.17         6.28         0.33 
TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03U TCGA-AO-A03V 
        5.33         5.59        56.12        39.02        59.05        29.13 
TCGA-AO-A0J9 TCGA-AO-A0JC TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JJ TCGA-AO-A128 
       41.26        50.86        11.64        14.76        49.71        94.59 
TCGA-AO-A12A TCGA-AO-A12E TCGA-AO-A1KO TCGA-AQ-A04J TCGA-AQ-A1H3 TCGA-AR-A0TY 
       90.54        57.27        14.73         5.23         4.54        55.86 
TCGA-AR-A0U1 TCGA-AR-A1AJ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AO TCGA-AR-A1AU 
        6.08        52.73        51.22        48.82        43.53        46.32 
TCGA-AR-A1AX TCGA-AR-A24L TCGA-AR-A24O TCGA-AR-A24P TCGA-AR-A24S TCGA-AR-A24T 
       36.26        73.02        65.65         0.85        62.07        53.26 
TCGA-AR-A24U TCGA-AR-A24W TCGA-AR-A252 TCGA-AR-A2LH TCGA-AR-A2LL TCGA-AR-A2LM 
       53.36        50.96        40.64        20.22         7.33        40.01 
TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0IH TCGA-B6-A0IK TCGA-B6-A0RQ 
       17.06        20.81        16.96       112.37        18.77       140.48 
TCGA-B6-A0RU TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A1KI TCGA-B6-A2IU TCGA-BH-A0AZ 
      131.21       157.41        97.48        48.10       159.12        28.50 
TCGA-BH-A0B5 TCGA-BH-A0B6 TCGA-BH-A0B7 TCGA-BH-A0BA TCGA-BH-A0BD TCGA-BH-A0BF 
       48.36        56.94        56.98        37.22        18.21        25.68 
TCGA-BH-A0BJ TCGA-BH-A0BL TCGA-BH-A0BM TCGA-BH-A0BO TCGA-BH-A0BP TCGA-BH-A0BQ 
       21.70        44.02        36.72        35.67        48.69        27.16 
TCGA-BH-A0BZ TCGA-BH-A0C1 TCGA-BH-A0C3 TCGA-BH-A0DE TCGA-BH-A0DI TCGA-BH-A0DO 
       49.05        43.99        48.13        31.17        22.13        17.26 
TCGA-BH-A0DP TCGA-BH-A0DT TCGA-BH-A0DV TCGA-BH-A0DX TCGA-BH-A0E9 TCGA-BH-A0EA 
       15.65        38.47        45.17        47.41        46.19        32.65 
TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0HF TCGA-BH-A0HK TCGA-BH-A0HP TCGA-BH-A0HX 
       37.78        35.51        23.90         5.85        13.61        27.25 
TCGA-BH-A0RX TCGA-BH-A0W4 TCGA-BH-A0W5 TCGA-BH-A18F TCGA-BH-A18M TCGA-BH-A1EO 
        5.59         5.75        17.85         8.81        72.56        91.99 
TCGA-BH-A1EU TCGA-BH-A1EW TCGA-BH-A1EX TCGA-BH-A1F0 TCGA-BH-A1F2 TCGA-BH-A1FB 
       42.28        55.69        49.58        25.81        31.53       120.62 
TCGA-BH-A1FE TCGA-BH-A1FH TCGA-BH-A1FU TCGA-BH-A201 TCGA-BH-A208 TCGA-BH-A28Q 
       74.73        36.92        72.07         6.87        57.83         6.44 
TCGA-C8-A26X TCGA-C8-A26Y TCGA-D8-A145 TCGA-D8-A146 TCGA-D8-A1JH TCGA-D8-A1JU 
        0.36         0.43         1.61        11.31         9.34         3.48 
TCGA-D8-A1X8 TCGA-D8-A1XB TCGA-D8-A1XM TCGA-D8-A1Y2 TCGA-D8-A27G TCGA-D8-A27I 
        8.94         6.61         7.17         2.37         6.87         6.08 
TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27M TCGA-D8-A27N TCGA-D8-A27P TCGA-D8-A27R 
        3.88         4.11         4.73         4.77         0.72         2.96 
TCGA-D8-A27T TCGA-E2-A107 TCGA-E2-A108 TCGA-E2-A10F TCGA-E2-A14N TCGA-E2-A14Q 
        4.44        25.08         4.08        11.84        44.38        32.02 
TCGA-E2-A14Z TCGA-E2-A15D TCGA-E2-A15E TCGA-E2-A15F TCGA-E2-A15M TCGA-E2-A1B1 
       17.03        10.36        17.00        15.39         7.69        44.75 
TCGA-E2-A1B6 TCGA-E2-A1BC TCGA-E2-A1BD TCGA-E2-A1IF TCGA-E2-A1IH TCGA-E2-A1IJ 
       11.11         9.76        10.42        31.43        21.63        23.84 
TCGA-E2-A1IK TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A1LE TCGA-E2-A1LL TCGA-E2-A2P5 
       17.03         4.18        43.13        28.90        33.34        10.72 
TCGA-E9-A227 TCGA-E9-A295 TCGA-E9-A2JT TCGA-EW-A1IW TCGA-EW-A1IX TCGA-EW-A1J2 
        0.79         0.69         0.76         8.28        35.57         4.57 
TCGA-EW-A1P1 TCGA-EW-A1P7 TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A2FS TCGA-EW-A2FV 
       30.21        20.88         4.57        28.77        38.56         7.82 
TCGA-GI-A2C8 TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL 
        6.97        43.04        42.71        61.91        62.33        90.81 
TCGA-GM-A2DN 
       77.33 

$subtype2
TCGA-A1-A0SE TCGA-A1-A0SG TCGA-A1-A0SM TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04N 
       43.40        14.24         7.96        39.32        18.18       103.66 
TCGA-A2-A04R TCGA-A2-A04V TCGA-A2-A04Y TCGA-A2-A0CP TCGA-A2-A0CQ TCGA-A2-A0CS 
       77.72        63.12        25.08        82.03        78.64        75.55 
TCGA-A2-A0CT TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM TCGA-A2-A0ER TCGA-A2-A0ET 
       63.02        24.20        16.31        90.64        62.53        26.53 
TCGA-A2-A0EU TCGA-A2-A0EY TCGA-A2-A0SV TCGA-A2-A0SY TCGA-A2-A0T5 TCGA-A2-A0YC 
       24.10        15.95        27.12        37.94        10.55        21.14 
TCGA-A2-A0YF TCGA-A2-A0YH TCGA-A2-A0YI TCGA-A2-A0YT TCGA-A2-A1FV TCGA-A2-A1FW 
        9.50        12.46        11.77        23.77        15.12         7.27 
TCGA-A2-A1FX TCGA-A2-A1G4 TCGA-A2-A25B TCGA-A2-A25C TCGA-A2-A25E TCGA-A7-A0CD 
       30.74        12.23         8.48         9.37        82.55         5.59 
TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A0DB TCGA-A7-A13F TCGA-A7-A13G 
        5.29         6.18         5.23         4.60         6.44         6.84 
TCGA-A7-A26J TCGA-A8-A06P TCGA-A8-A06Q TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06Y 
        2.20        13.02         1.02        41.06        29.00        26.01 
TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07B TCGA-A8-A07E 
        1.02        17.00        53.95         9.01        33.01        19.99 
TCGA-A8-A07F TCGA-A8-A07I TCGA-A8-A07J TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07Z 
       18.94        14.01        12.00        10.98         7.96        28.04 
TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08G TCGA-A8-A08I 
       15.06        36.95        13.02         0.99        19.92        12.00 
TCGA-A8-A08O TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A091 TCGA-A8-A092 
       30.97        19.07        93.04        40.01        19.07        17.03 
TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A099 TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09E 
       17.92        41.95         9.99        12.00         1.02        30.97 
TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09T TCGA-A8-A0A1 TCGA-A8-A0A2 
       29.95        15.02         1.02        19.00        12.00        19.00 
TCGA-A8-A0A4 TCGA-A8-A0A9 TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23E TCGA-AC-A23H 
       13.02        13.02        17.00        38.04         2.37         2.66 
TCGA-AC-A2QI TCGA-AN-A03X TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A04A 
        0.92         0.33         0.23         0.33         0.62         2.93 
TCGA-AN-A0AK TCGA-AN-A0AS TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FK TCGA-AN-A0XL 
        7.33         0.30         6.41         4.60         6.97         0.33 
TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AO-A03L 
        0.33        12.33         0.30         0.33         0.33        80.28 
TCGA-AO-A03M TCGA-AO-A03N TCGA-AO-A03O TCGA-AO-A0J3 TCGA-AO-A0J5 TCGA-AO-A0J7 
       47.84        54.08        81.63         9.93        24.16         8.55 
TCGA-AO-A0J8 TCGA-AO-A0JA TCGA-AO-A0JB TCGA-AO-A0JI TCGA-AO-A0JM TCGA-AO-A125 
        9.11        11.38        37.81        38.53        60.03        99.22 
TCGA-AO-A126 TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KP 
       93.70        77.56        65.52        41.59        28.34        82.62 
TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A1H2 TCGA-AR-A0TR TCGA-AR-A0TV 
        0.53        17.79        14.43         6.48         5.26        29.72 
TCGA-AR-A0TX TCGA-AR-A0TZ TCGA-AR-A0U3 TCGA-AR-A1AN TCGA-AR-A1AP TCGA-AR-A1AS 
        0.49        43.17        74.40        43.69        39.95        40.83 
TCGA-AR-A1AT TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A24H TCGA-AR-A24K TCGA-AR-A24M 
       41.82        42.58        35.24       109.58        50.89        65.42 
TCGA-AR-A24N TCGA-AR-A24R TCGA-AR-A24V TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 
       68.19        57.37        54.18        48.16        51.75        56.12 
TCGA-AR-A255 TCGA-AR-A2LE TCGA-AR-A2LK TCGA-B6-A0I5 TCGA-B6-A0I8 TCGA-B6-A0IA 
       34.78       128.65        42.84       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-A0BR TCGA-BH-A0BS TCGA-BH-A0BV TCGA-BH-A0C7 
       51.58        32.02        53.65        53.92        49.94        42.90 
TCGA-BH-A0DG TCGA-BH-A0DH TCGA-BH-A0DK TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0E1 
       23.44        38.01        13.91         3.22         2.53        15.68 
TCGA-BH-A0E7 TCGA-BH-A0EI TCGA-BH-A0GZ TCGA-BH-A0H0 TCGA-BH-A0H6 TCGA-BH-A0H7 
       44.78        24.43        10.78        15.16        24.56        23.05 
TCGA-BH-A0H9 TCGA-BH-A0HA TCGA-BH-A0HB TCGA-BH-A0HI TCGA-BH-A0HO TCGA-BH-A0HQ 
       41.00        28.14        26.50        20.35         2.50        36.85 
TCGA-BH-A0HU TCGA-BH-A0HW TCGA-BH-A0HY TCGA-BH-A0W3 TCGA-BH-A0W7 TCGA-BH-A18I 
       12.89        51.29        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-C8-A138 TCGA-C8-A1HI 
      122.89        55.00       144.59        83.31         0.23         0.07 
TCGA-C8-A1HK TCGA-C8-A1HL TCGA-C8-A1HN TCGA-C8-A26V TCGA-C8-A26W TCGA-C8-A26Z 
        0.23         0.07         0.07         0.30         0.23         0.13 
TCGA-C8-A273 TCGA-C8-A274 TCGA-C8-A27A TCGA-D8-A13Y TCGA-D8-A140 TCGA-D8-A141 
        0.20         0.03        12.20         8.68         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-A27E TCGA-D8-A27V TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A109 
        5.98         2.40         0.49        38.24        51.12        38.53 
TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10C TCGA-E2-A10E TCGA-E2-A14O TCGA-E2-A14S 
       11.57        24.59        28.04        13.74        38.53        27.42 
TCGA-E2-A14T TCGA-E2-A14W TCGA-E2-A152 TCGA-E2-A153 TCGA-E2-A154 TCGA-E2-A155 
       29.26        27.39        19.33        19.27        10.68        18.18 
TCGA-E2-A156 TCGA-E2-A15C TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I TCGA-E2-A15J 
       15.81        16.31        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-A1IL TCGA-E2-A1IN 
       29.95        25.45        32.32        24.82         0.46        12.89 
TCGA-E2-A1IO TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A1LA TCGA-E2-A1LB TCGA-E2-A2P6 
       14.73        33.37        12.76        15.22        31.96         5.49 
TCGA-E9-A1R3 TCGA-E9-A1R4 TCGA-E9-A1R6 TCGA-E9-A1R7 TCGA-E9-A1RA TCGA-E9-A1RC 
        2.10         0.95         2.76         1.12         0.95        40.37 
TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF TCGA-E9-A1RG TCGA-E9-A1RI TCGA-E9-A226 
        0.66         1.55         1.25         1.15         1.58         0.53 
TCGA-E9-A245 TCGA-E9-A247 TCGA-E9-A249 TCGA-E9-A24A TCGA-EW-A1IY TCGA-EW-A1IZ 
        0.82         0.39         0.92         0.33         8.48         8.55 
TCGA-EW-A1J1 TCGA-EW-A1J3 TCGA-EW-A1J5 TCGA-EW-A1J6 TCGA-EW-A1OV TCGA-EW-A1OX 
        9.27         8.28         7.46        19.56        17.16        18.48 
TCGA-EW-A1OY TCGA-EW-A1OZ TCGA-EW-A1P0 TCGA-EW-A1P3 TCGA-EW-A1P5 TCGA-EW-A1P6 
       19.50        30.94        36.85        32.45        12.00        10.26 
TCGA-EW-A1PD TCGA-EW-A1PE TCGA-EW-A2FW TCGA-GM-A2D9 TCGA-GM-A2DA TCGA-GM-A2DC 
        5.72         3.48         6.25        59.57       194.27        53.52 
TCGA-GM-A2DM 
       76.64 

$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-A0SW TCGA-A2-A0T0 TCGA-A2-A0T2 
       25.84        25.02        67.50        44.84        11.08         7.96 
TCGA-A2-A0YG TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A7-A0CE TCGA-A7-A0DA TCGA-A7-A13D 
       13.28        21.73        12.20         8.32        12.26         8.78 
TCGA-A7-A13E TCGA-A7-A26F TCGA-A7-A26I TCGA-A8-A06O TCGA-A8-A06R TCGA-A8-A07C 
        9.44         8.45         4.01        13.02        17.95        19.07 
TCGA-A8-A07G TCGA-A8-A07L TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A07W 
       18.94        17.00         9.99         8.98         9.96         9.99 
TCGA-A8-A082 TCGA-A8-A08B TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08R TCGA-A8-A08X 
       18.05        23.08        37.05         9.99         0.99        33.99 
TCGA-A8-A09I TCGA-A8-A09Q TCGA-A8-A09R TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AC-A2QH 
       33.07        25.02         8.98        14.01         0.99         1.02 
TCGA-AN-A03Y TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AL TCGA-AN-A0AM 
        0.33         1.78         1.71         7.99         6.48         0.16 
TCGA-AN-A0AR TCGA-AN-A0FJ TCGA-AN-A0FL TCGA-AN-A0FT TCGA-AN-A0FV TCGA-AN-A0FW 
        0.30         7.92         7.56         6.02         0.33         0.36 
TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XU TCGA-AO-A0J2 
        0.33         0.33         0.33         0.53         0.33        19.23 
TCGA-AO-A0J4 TCGA-AO-A0J6 TCGA-AO-A0JD TCGA-AO-A0JE TCGA-AO-A0JL TCGA-AO-A124 
        9.67        25.48        59.61        64.60        43.36       102.54 
TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F TCGA-AO-A1KQ TCGA-AO-A1KR TCGA-AQ-A04L 
       96.10        64.04        48.36        49.94        70.36       109.94 
TCGA-AQ-A0Y5 TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TS TCGA-AR-A0TT TCGA-AR-A0U2 
        5.29        78.64        49.32        37.41        55.20        83.87 
TCGA-AR-A0U4 TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AY 
       53.49        75.55        61.84        43.04        17.19        20.19 
TCGA-AR-A24Q TCGA-AR-A251 TCGA-AR-A254 TCGA-AR-A256 TCGA-AR-A2LR TCGA-B6-A0I2 
       66.02        45.14        39.85        93.83        20.38       125.79 
TCGA-B6-A0I6 TCGA-B6-A0I9 TCGA-B6-A0IE TCGA-B6-A0IJ TCGA-B6-A0IQ TCGA-B6-A0RE 
       32.58        12.13        65.69       176.98       127.27       211.53 
TCGA-B6-A0RS TCGA-B6-A0RT TCGA-B6-A0WX TCGA-B6-A0X7 TCGA-B6-A1KF TCGA-BH-A0AV 
      100.67        89.46        21.47        58.88       101.52        38.79 
TCGA-BH-A0AW TCGA-BH-A0B3 TCGA-BH-A0B9 TCGA-BH-A0BG TCGA-BH-A0BT TCGA-BH-A0BW 
       20.45        39.55        51.68        24.85        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-A0WA TCGA-BH-A18G 
       31.00        30.15         2.37        16.96        12.23         2.01 
TCGA-BH-A18L TCGA-BH-A18Q TCGA-BH-A18R TCGA-BH-A18T TCGA-BH-A18U TCGA-BH-A18V 
       26.66        55.63        37.51         7.36        51.39        51.12 
TCGA-BH-A1F6 TCGA-BH-A1FC TCGA-BH-A1FJ TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A202 
       97.48       114.12        63.35        45.63        72.07         0.72 
TCGA-BH-A203 TCGA-BH-A209 TCGA-C8-A1HJ TCGA-C8-A1HM TCGA-C8-A275 TCGA-C8-A278 
       38.60       130.16         0.16         0.20         0.03         0.03 
TCGA-C8-A27B TCGA-D8-A13Z TCGA-D8-A142 TCGA-D8-A147 TCGA-D8-A1JA TCGA-D8-A1JC 
        0.99         6.90         2.01         0.07         0.59         5.85 
TCGA-D8-A1JF TCGA-D8-A1JG TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1X5 TCGA-D8-A1XF 
        3.16         6.15         3.58         8.71         5.62         6.48 
TCGA-D8-A1XJ TCGA-D8-A1XK TCGA-D8-A1XL TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XV 
       11.57        10.72        10.49         5.82         6.35         4.80 
TCGA-D8-A1XW TCGA-D8-A1XZ TCGA-D8-A1Y3 TCGA-D8-A27F TCGA-D8-A27H TCGA-E2-A14P 
        3.85         3.95         4.08         7.46         4.60        16.01 
TCGA-E2-A14R TCGA-E2-A14V TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A150 TCGA-E2-A158 
       27.78        24.59        22.75        22.62        19.43        14.79 
TCGA-E2-A159 TCGA-E2-A15A TCGA-E2-A1B0 TCGA-E2-A1II TCGA-E2-A1L7 TCGA-E2-A1LG 
       16.93        16.50        41.79        27.95        20.81        11.51 
TCGA-E2-A1LI TCGA-E2-A1LK TCGA-E2-A1LS TCGA-E9-A1R2 TCGA-E9-A1R5 TCGA-E9-A1RB 
       90.41         8.75         7.86         0.62         1.38         0.69 
TCGA-E9-A1RH TCGA-E9-A243 TCGA-E9-A244 TCGA-E9-A248 TCGA-E9-A2JS TCGA-EW-A1P4 
        0.46         1.41         0.66         0.69         0.43        16.47 
TCGA-EW-A1P8 TCGA-EW-A1PB TCGA-EW-A1PH TCGA-GM-A2DB TCGA-GM-A2DH TCGA-GM-A2DO 
        7.86        19.99         4.57        53.10        42.28        53.33 

subtype1 subtype2 subtype3 
    0.33     0.03     0.03 
subtype1 subtype2 subtype3 
  159.12   223.40   211.53 
subtype1 subtype2 subtype3 
  23.840   17.950   17.965 
[1] "0.3 - 159.1 (23.8)" "0.0 - 223.4 (17.9)" "0.0 - 211.5 (18.0)"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
  [7] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype1" "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" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [67] "subtype1" "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" "subtype2"
 [91] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[103] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[109] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[121] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[133] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[157] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[163] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[193] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[211] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[223] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[229] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[235] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[241] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[247] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[253] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[265] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[271] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[277] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[283] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[289] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[295] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[307] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[313] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[319] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[325] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[331] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[337] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[343] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[349] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[355] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[373] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[379] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[385] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[391] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[397] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[403] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[409] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[421] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[427] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[433] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[439] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[457] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[463] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[469] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[475] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[481] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[487] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[493] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[499] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[505] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[511] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[517] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[523] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[529] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[535] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[541] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[547] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[559] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[565] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[571] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[577] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[583] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[589] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[595] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[601] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[607] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[613] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[619] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[625] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[631] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[637] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[643] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[655] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[661] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[667] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[673] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[679] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[685] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[691] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[697] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[709] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[715] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[721] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[727] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[733] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[739] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[745] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[751] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[757] "subtype1" "subtype3"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
  [7] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype1" "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" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [67] "subtype1" "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" "subtype2"
 [91] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[103] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[109] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[121] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[133] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[157] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[163] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[193] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[211] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[223] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[229] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[235] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[241] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[247] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[253] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[265] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[271] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[277] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[283] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[289] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[295] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[307] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[313] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[319] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[325] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[331] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[337] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[343] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[349] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[355] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[373] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[379] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[385] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[391] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[397] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[403] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[409] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[421] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[427] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[433] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[439] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[457] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[463] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[469] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[475] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[481] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[487] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[493] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[499] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[505] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[511] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[517] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[523] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[529] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[535] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[541] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[547] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[559] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[565] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[571] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[577] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[583] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[589] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[595] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[601] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[607] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[613] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[619] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[625] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[631] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[637] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[643] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[655] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[661] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[667] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[673] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[679] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[685] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[691] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[697] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[709] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[715] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[721] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[727] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[733] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[739] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[745] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[751] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[757] "subtype1" "subtype3"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
  [7] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype1" "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" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [67] "subtype1" "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" "subtype2"
 [91] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[103] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[109] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[121] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[133] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[157] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[163] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[169] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[187] "subtype3" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[193] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[211] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[223] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[229] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[235] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[241] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[247] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[253] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[265] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[271] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[277] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[283] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[289] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[295] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[301] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype1"
[307] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[313] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[319] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[325] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[331] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[337] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[343] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[349] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[355] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[367] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[373] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[379] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[385] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype2"
[391] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[397] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[403] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[409] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[415] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[421] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[427] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype1"
[433] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[439] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[445] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[451] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[457] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[463] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[469] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[475] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[481] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype3"
[487] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[493] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[499] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype2"
[505] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype3"
[511] "subtype2" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[517] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[523] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[529] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[535] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[541] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[547] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[553] "subtype2" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[559] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[565] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype1"
[571] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[577] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[583] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[589] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[595] "subtype3" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[601] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[607] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[613] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[619] "subtype1" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[625] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[631] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[637] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[643] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[655] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[661] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[667] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[673] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[679] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[685] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[691] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[697] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[709] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[715] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[721] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[727] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype2"
[733] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[739] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[745] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[751] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
[757] "subtype1" "subtype3"
D9V2, continuous
D9V3, binary
          cls
clus         0   1
  subtype1 222   0
  subtype2 371   7
  subtype3 215   2
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  222    0
  subtype2  371    7
  subtype3  215    2
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      222      371      215
  MALE          0        7        2
D9V4, binary
          cls
clus         0   1
  subtype1  47 175
  subtype2  93 285
  subtype3  49 168
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   47  175
  subtype2   93  285
  subtype3   49  168
     clus
vv    subtype1 subtype2 subtype3
  NO        47       93       49
  YES      175      285      168
D9V5, binary
          cls
clus         0   1
  subtype1  87 135
  subtype2 142 236
  subtype3  70 147
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   87  135
  subtype2  142  236
  subtype3   70  147
     clus
vv    subtype1 subtype2 subtype3
  NO        87      142       70
  YES      135      236      147

Clustering(10) Variable = MIRSEQ_CHIERARCHICAL
D10V1, survival
          sevent
clus2        0   1
  subtype1  50   6
  subtype2 147  31
  subtype3 467  57
subtype1 subtype2 subtype3 
      56      178      524 
subtype1 subtype2 subtype3 
       6       31       57 
$subtype1
TCGA-A1-A0SI TCGA-A1-A0SM TCGA-A2-A04W TCGA-A2-A04X TCGA-A2-A0EY TCGA-A2-A0SW 
       20.84         7.96        63.06        44.35        15.95        44.84 
TCGA-A2-A0T1 TCGA-A2-A0YG TCGA-A2-A0YH TCGA-A7-A13F TCGA-A8-A07B TCGA-A8-A09D 
       10.59        13.28        12.46         6.44        33.01        13.02 
TCGA-A8-A09X TCGA-A8-A0A7 TCGA-AC-A23C TCGA-AC-A23H TCGA-AN-A046 TCGA-AN-A0AM 
       14.01         0.99         0.95         2.66         0.33         0.16 
TCGA-AN-A0FV TCGA-AO-A03V TCGA-AO-A0J2 TCGA-AO-A0JE TCGA-AQ-A04L TCGA-AR-A0TX 
        0.33        29.13        19.23        64.60       109.94         0.49 
TCGA-AR-A0U3 TCGA-AR-A1AS TCGA-AR-A254 TCGA-BH-A0AW TCGA-BH-A0BP TCGA-BH-A0DD 
       74.40        40.83        39.85        20.45        48.69        45.80 
TCGA-BH-A0DX TCGA-BH-A0DZ TCGA-BH-A0EE TCGA-BH-A0H9 TCGA-BH-A18S TCGA-BH-A1EX 
       47.41        16.27        31.00        41.00        66.05        49.58 
TCGA-BH-A1F2 TCGA-BH-A1FJ TCGA-BH-A202 TCGA-C8-A274 TCGA-C8-A275 TCGA-C8-A278 
       31.53        63.35         0.72         0.03         0.03         0.03 
TCGA-D8-A13Z TCGA-D8-A1J9 TCGA-D8-A1JA TCGA-D8-A1JG TCGA-D8-A1JJ TCGA-E2-A10C 
        6.90         8.15         0.59         6.15         9.01        28.04 
TCGA-E2-A152 TCGA-E2-A159 TCGA-E2-A15K TCGA-E2-A15M TCGA-E2-A1LB TCGA-E9-A1R4 
       19.33        16.93         1.12         7.69        31.96         0.95 
TCGA-EW-A2FV TCGA-GM-A2DH 
        7.82        42.28 

$subtype2
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-A0CL TCGA-A2-A0CM TCGA-A2-A0CY TCGA-A2-A0D0 TCGA-A2-A0D2 
       22.03        60.07        24.79        42.35        21.14        25.02 
TCGA-A2-A0EQ TCGA-A2-A0EV TCGA-A2-A0ST TCGA-A2-A0SX TCGA-A2-A0T0 TCGA-A2-A0T2 
       67.50        17.92        54.02        42.35        11.08         7.96 
TCGA-A2-A0YM TCGA-A2-A1G1 TCGA-A7-A0CE TCGA-A7-A0DA TCGA-A7-A13D TCGA-A7-A13E 
       21.73        12.20         8.32        12.26         8.78         9.44 
TCGA-A7-A26F TCGA-A7-A26G TCGA-A7-A26I TCGA-A8-A06R TCGA-A8-A06U TCGA-A8-A07C 
        8.45         6.87         4.01        17.95        29.00        19.07 
TCGA-A8-A07O TCGA-A8-A07R TCGA-A8-A07U TCGA-A8-A07W TCGA-A8-A082 TCGA-A8-A08J 
        9.99         8.98         9.96         9.99        18.05        37.05 
TCGA-A8-A08R TCGA-A8-A08X TCGA-A8-A097 TCGA-A8-A09K TCGA-AC-A2QH TCGA-AC-A2QJ 
        0.99        33.99        12.00        29.95         1.02         2.27 
TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AL TCGA-AN-A0AR TCGA-AN-A0FJ TCGA-AN-A0FL 
        1.78         1.71         6.48         0.30         7.92         7.56 
TCGA-AN-A0FW TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XU 
        0.36         0.33         0.33         0.33         0.53         0.33 
TCGA-AO-A03M TCGA-AO-A03U TCGA-AO-A0J4 TCGA-AO-A0J6 TCGA-AO-A0JL TCGA-AO-A124 
       47.84        59.05         9.67        25.48        43.36       102.54 
TCGA-AO-A129 TCGA-AO-A12D TCGA-AO-A12F TCGA-AO-A1KR TCGA-AO-A1KS TCGA-AQ-A04J 
       96.10        64.04        48.36        70.36         0.53         5.23 
TCGA-AQ-A0Y5 TCGA-AR-A0TP TCGA-AR-A0TS TCGA-AR-A0TT TCGA-AR-A0TY TCGA-AR-A0U1 
        5.29        78.64        37.41        55.20        55.86         6.08 
TCGA-AR-A0U2 TCGA-AR-A0U4 TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AO 
       83.87        53.49        75.55        61.84        52.73        43.53 
TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AX TCGA-AR-A1AY TCGA-AR-A24Q TCGA-AR-A24S 
       43.04        17.19        36.26        20.19        66.02        62.07 
TCGA-AR-A24U TCGA-AR-A251 TCGA-AR-A256 TCGA-AR-A2LR TCGA-B6-A0I2 TCGA-B6-A0I6 
       53.36        45.14        93.83        20.38       125.79        32.58 
TCGA-B6-A0I9 TCGA-B6-A0IJ TCGA-B6-A0IQ TCGA-B6-A0RE TCGA-B6-A0RS TCGA-B6-A0RT 
       12.13       176.98       127.27       211.53       100.67        89.46 
TCGA-B6-A0RU TCGA-B6-A0WX TCGA-B6-A0X7 TCGA-B6-A1KF TCGA-BH-A0AV TCGA-BH-A0B3 
      131.21        21.47        58.88       101.52        38.79        39.55 
TCGA-BH-A0B7 TCGA-BH-A0B9 TCGA-BH-A0BG TCGA-BH-A0BL TCGA-BH-A0BW TCGA-BH-A0C3 
       56.98        51.68        24.85        44.02        11.67        48.13 
TCGA-BH-A0DL TCGA-BH-A0E0 TCGA-BH-A0E6 TCGA-BH-A0HL TCGA-BH-A0HN TCGA-BH-A0RX 
       48.23         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-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-BH-A209 TCGA-C8-A1HJ TCGA-C8-A1HN TCGA-C8-A26Y TCGA-C8-A27B TCGA-D8-A142 
      130.16         0.16         0.07         0.43         0.99         2.01 
TCGA-D8-A147 TCGA-D8-A1JC TCGA-D8-A1JF TCGA-D8-A1JK TCGA-D8-A1JL TCGA-D8-A1XK 
        0.07         5.85         3.16         3.58         8.71        10.72 
TCGA-D8-A1XQ TCGA-D8-A1XT TCGA-D8-A1XW TCGA-D8-A1XZ TCGA-D8-A27F TCGA-D8-A27H 
        5.82         6.35         3.85         3.95         7.46         4.60 
TCGA-D8-A27M TCGA-D8-A27R TCGA-E2-A14N TCGA-E2-A14P TCGA-E2-A14R TCGA-E2-A14W 
        4.73         2.96        44.38        16.01        27.78        27.39 
TCGA-E2-A14X TCGA-E2-A14Y TCGA-E2-A14Z TCGA-E2-A150 TCGA-E2-A158 TCGA-E2-A1B0 
       22.75        22.62        17.03        19.43        14.79        41.79 
TCGA-E2-A1B6 TCGA-E2-A1II TCGA-E2-A1LA TCGA-E2-A1LE TCGA-E2-A1LG TCGA-E2-A1LI 
       11.11        27.95        15.22        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-GM-A2DA TCGA-GM-A2DB TCGA-GM-A2DF 
        4.57       194.27        53.10        42.71 

$subtype3
TCGA-A1-A0SB TCGA-A1-A0SD TCGA-A1-A0SE TCGA-A1-A0SF TCGA-A1-A0SG TCGA-A1-A0SH 
        8.52        14.37        43.40        48.10        14.24        47.24 
TCGA-A1-A0SJ TCGA-A1-A0SN TCGA-A1-A0SQ TCGA-A2-A04N TCGA-A2-A04R TCGA-A2-A04V 
       14.01        39.32        18.18       103.66        77.72        63.12 
TCGA-A2-A04Y TCGA-A2-A0CP TCGA-A2-A0CQ TCGA-A2-A0CS TCGA-A2-A0CT TCGA-A2-A0CU 
       25.08        82.03        78.64        75.55        63.02         5.16 
TCGA-A2-A0CV TCGA-A2-A0CZ TCGA-A2-A0D1 TCGA-A2-A0D3 TCGA-A2-A0D4 TCGA-A2-A0EM 
       61.48        43.99        25.84        24.20        16.31        90.64 
TCGA-A2-A0EN TCGA-A2-A0EO TCGA-A2-A0ER TCGA-A2-A0ES TCGA-A2-A0ET TCGA-A2-A0EU 
       82.68        71.70        62.53        32.91        26.53        24.10 
TCGA-A2-A0EW TCGA-A2-A0EX TCGA-A2-A0SU TCGA-A2-A0SV TCGA-A2-A0SY TCGA-A2-A0T3 
       25.32        18.05        44.42        27.12        37.94        14.99 
TCGA-A2-A0T4 TCGA-A2-A0T5 TCGA-A2-A0T6 TCGA-A2-A0T7 TCGA-A2-A0YC TCGA-A2-A0YD 
       12.99        10.55        11.31        13.05        21.14        18.08 
TCGA-A2-A0YF TCGA-A2-A0YI TCGA-A2-A0YK TCGA-A2-A0YL TCGA-A2-A0YT TCGA-A2-A1FV 
        9.50        11.77        10.98         8.81        23.77        15.12 
TCGA-A2-A1FW TCGA-A2-A1FX TCGA-A2-A1FZ TCGA-A2-A1G0 TCGA-A2-A1G4 TCGA-A2-A1G6 
        7.27        30.74        13.45        12.49        12.23         4.34 
TCGA-A2-A259 TCGA-A2-A25A TCGA-A2-A25B TCGA-A2-A25C TCGA-A2-A25D TCGA-A2-A25E 
       42.25        97.58         8.48         9.37         7.99        82.55 
TCGA-A7-A0CD TCGA-A7-A0CG TCGA-A7-A0CH TCGA-A7-A0CJ TCGA-A7-A0D9 TCGA-A7-A0DB 
        5.59         5.46         5.29         6.18         5.23         4.60 
TCGA-A7-A13G TCGA-A7-A26E TCGA-A7-A26H TCGA-A7-A26J TCGA-A8-A06O TCGA-A8-A06P 
        6.84        13.84         2.10         2.20        13.02        13.02 
TCGA-A8-A06Q TCGA-A8-A06T TCGA-A8-A06Y TCGA-A8-A06Z TCGA-A8-A075 TCGA-A8-A076 
        1.02        41.06        26.01         1.02        17.00        53.95 
TCGA-A8-A079 TCGA-A8-A07E TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07I TCGA-A8-A07J 
        9.01        19.99        18.94        18.94        14.01        12.00 
TCGA-A8-A07L TCGA-A8-A07P TCGA-A8-A07S TCGA-A8-A07Z TCGA-A8-A084 TCGA-A8-A085 
       17.00        10.98         7.96        28.04        15.06        36.95 
TCGA-A8-A086 TCGA-A8-A08A TCGA-A8-A08B TCGA-A8-A08G TCGA-A8-A08I TCGA-A8-A08L 
       13.02         0.99        23.08        19.92        12.00         9.99 
TCGA-A8-A08O TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08Z TCGA-A8-A091 TCGA-A8-A092 
       30.97        19.07        93.04        40.01        19.07        17.03 
TCGA-A8-A093 TCGA-A8-A095 TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09B TCGA-A8-A09C 
       17.92        41.95         9.99         9.99        12.00         1.02 
TCGA-A8-A09E TCGA-A8-A09I TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09Q TCGA-A8-A09R 
       30.97        33.07        15.02         1.02        25.02         8.98 
TCGA-A8-A09T TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-A8-A0A9 
       19.00        12.00        19.00        13.02        21.04        13.02 
TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23E TCGA-AC-A2B8 TCGA-AC-A2FB TCGA-AC-A2FF 
       17.00        38.04         2.37         1.45         1.45        55.40 
TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM TCGA-AC-A2FO TCGA-AC-A2QI TCGA-AC-A3BB 
       36.99        38.79        26.04        50.70         0.92         0.99 
TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A049 TCGA-AN-A04A TCGA-AN-A0AJ 
        0.33         0.33         0.23         0.62         2.93         7.99 
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-A0FS TCGA-AN-A0FT TCGA-AN-A0XL TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP 
        6.28         6.02         0.33         0.33        12.33         0.30 
TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03L 
        0.33         0.33         0.33         5.33         5.59        80.28 
TCGA-AO-A03N TCGA-AO-A03O TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A0J3 TCGA-AO-A0J5 
       54.08        81.63        56.12        39.02         9.93        24.16 
TCGA-AO-A0J7 TCGA-AO-A0J8 TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JB TCGA-AO-A0JC 
        8.55         9.11        41.26        11.38        37.81        50.86 
TCGA-AO-A0JD TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JI TCGA-AO-A0JJ TCGA-AO-A0JM 
       59.61        11.64        14.76        38.53        49.71        60.03 
TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A128 TCGA-AO-A12A TCGA-AO-A12B TCGA-AO-A12C 
       99.22        93.70        94.59        90.54        77.56        65.52 
TCGA-AO-A12E TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KO TCGA-AO-A1KP TCGA-AO-A1KQ 
       57.27        41.59        28.34        14.73        82.62        49.94 
TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A1H2 TCGA-AQ-A1H3 TCGA-AR-A0TQ TCGA-AR-A0TR 
       17.79        14.43         6.48         4.54        49.32         5.26 
TCGA-AR-A0TV TCGA-AR-A0TZ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN TCGA-AR-A1AP 
       29.72        43.17        51.22        48.82        43.69        39.95 
TCGA-AR-A1AT TCGA-AR-A1AU TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A24H TCGA-AR-A24K 
       41.82        46.32        42.58        35.24       109.58        50.89 
TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O TCGA-AR-A24P TCGA-AR-A24R 
       73.02        65.42        68.19        65.65         0.85        57.37 
TCGA-AR-A24T TCGA-AR-A24V TCGA-AR-A24W TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 
       53.26        54.18        50.96        48.16        51.75        56.12 
TCGA-AR-A252 TCGA-AR-A255 TCGA-AR-A2LE TCGA-AR-A2LH TCGA-AR-A2LK TCGA-AR-A2LL 
       40.64        34.78       128.65        20.22        42.84         7.33 
TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-B6-A0I5 TCGA-B6-A0I8 
       40.01        17.06        20.81        16.96       149.56        24.62 
TCGA-B6-A0IA TCGA-B6-A0IB TCGA-B6-A0IC TCGA-B6-A0IE TCGA-B6-A0IG TCGA-B6-A0IH 
      220.87       129.57        50.70        65.69       146.50       112.37 
TCGA-B6-A0IK TCGA-B6-A0IM TCGA-B6-A0IN TCGA-B6-A0IO TCGA-B6-A0IP TCGA-B6-A0RG 
       18.77       126.12        84.59       110.14       110.93        68.45 
TCGA-B6-A0RH TCGA-B6-A0RI TCGA-B6-A0RL TCGA-B6-A0RM TCGA-B6-A0RN TCGA-B6-A0RO 
      188.98       223.40        81.17        78.02       172.96       162.02 
TCGA-B6-A0RP TCGA-B6-A0RQ TCGA-B6-A0RV TCGA-B6-A0WS TCGA-B6-A0WT TCGA-B6-A0WV 
      102.77       140.48       157.41        97.48       177.40        79.63 
TCGA-B6-A0WW TCGA-B6-A0WY TCGA-B6-A0WZ TCGA-B6-A0X0 TCGA-B6-A0X4 TCGA-B6-A0X5 
       17.95       113.75       129.57       129.70        28.24        68.94 
TCGA-B6-A1KC TCGA-B6-A1KI TCGA-B6-A1KN TCGA-B6-A2IU TCGA-BH-A0AU TCGA-BH-A0AY 
       43.59        48.10       109.48       159.12        24.53        25.55 
TCGA-BH-A0AZ TCGA-BH-A0B0 TCGA-BH-A0B1 TCGA-BH-A0B4 TCGA-BH-A0B5 TCGA-BH-A0B6 
       28.50        46.92        37.74        39.16        48.36        56.94 
TCGA-BH-A0B8 TCGA-BH-A0BA TCGA-BH-A0BC TCGA-BH-A0BD TCGA-BH-A0BF TCGA-BH-A0BJ 
       51.58        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-A0C0 TCGA-BH-A0C1 TCGA-BH-A0C7 TCGA-BH-A0DE 
       49.94        49.05        41.75        43.99        42.90        31.17 
TCGA-BH-A0DG TCGA-BH-A0DH TCGA-BH-A0DI TCGA-BH-A0DK TCGA-BH-A0DO TCGA-BH-A0DP 
       23.44        38.01        22.13        13.91        17.26        15.65 
TCGA-BH-A0DQ TCGA-BH-A0DS TCGA-BH-A0DT TCGA-BH-A0DV TCGA-BH-A0E1 TCGA-BH-A0E7 
        3.22         2.53        38.47        45.17        15.68        44.78 
TCGA-BH-A0E9 TCGA-BH-A0EA TCGA-BH-A0EI TCGA-BH-A0GY TCGA-BH-A0GZ TCGA-BH-A0H0 
       46.19        32.65        24.43        30.15        10.78        15.16 
TCGA-BH-A0H3 TCGA-BH-A0H5 TCGA-BH-A0H6 TCGA-BH-A0H7 TCGA-BH-A0HA TCGA-BH-A0HB 
       37.78        35.51        24.56        23.05        28.14        26.50 
TCGA-BH-A0HF TCGA-BH-A0HI TCGA-BH-A0HK TCGA-BH-A0HO TCGA-BH-A0HP TCGA-BH-A0HQ 
       23.90        20.35         5.85         2.50        13.61        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-A0W5 TCGA-BH-A0W7 TCGA-BH-A18F TCGA-BH-A18I TCGA-BH-A18J TCGA-BH-A18K 
       17.85        18.35         8.81         7.23        20.09        90.81 
TCGA-BH-A18L TCGA-BH-A18M TCGA-BH-A18N TCGA-BH-A18P TCGA-BH-A18R TCGA-BH-A1EN 
       26.66        72.56        37.74        30.28        37.51        67.46 
TCGA-BH-A1EO TCGA-BH-A1ES TCGA-BH-A1ET TCGA-BH-A1EU TCGA-BH-A1EV TCGA-BH-A1EW 
       91.99       113.82        82.85        42.28        12.00        55.69 
TCGA-BH-A1EY TCGA-BH-A1F5 TCGA-BH-A1F8 TCGA-BH-A1FB TCGA-BH-A1FE TCGA-BH-A1FG 
       17.69        89.16        24.62       120.62        74.73       122.89 
TCGA-BH-A1FH TCGA-BH-A1FL TCGA-BH-A1FM TCGA-BH-A1FN TCGA-BH-A1FR TCGA-BH-A201 
       36.92        55.00        45.63        72.07       144.59         6.87 
TCGA-BH-A204 TCGA-BH-A28Q TCGA-C8-A138 TCGA-C8-A1HI TCGA-C8-A1HK TCGA-C8-A1HL 
       83.31         6.44         0.23         0.07         0.23         0.07 
TCGA-C8-A1HM TCGA-C8-A26V TCGA-C8-A26W TCGA-C8-A26X TCGA-C8-A26Z TCGA-C8-A273 
        0.20         0.30         0.23         0.36         0.13         0.20 
TCGA-C8-A27A TCGA-D8-A13Y TCGA-D8-A140 TCGA-D8-A141 TCGA-D8-A145 TCGA-D8-A146 
       12.20         8.68         0.89         3.72         1.61        11.31 
TCGA-D8-A1J8 TCGA-D8-A1JD TCGA-D8-A1JE TCGA-D8-A1JH TCGA-D8-A1JI TCGA-D8-A1JN 
        8.42         8.98         1.87         9.34         0.69         7.13 
TCGA-D8-A1JP TCGA-D8-A1JS TCGA-D8-A1JT TCGA-D8-A1JU TCGA-D8-A1X5 TCGA-D8-A1X6 
        5.49         3.45         4.04         3.48         5.62         7.76 
TCGA-D8-A1X7 TCGA-D8-A1X8 TCGA-D8-A1X9 TCGA-D8-A1XA TCGA-D8-A1XB TCGA-D8-A1XC 
        2.79         8.94        12.49         9.01         6.61         2.66 
TCGA-D8-A1XD TCGA-D8-A1XF TCGA-D8-A1XG TCGA-D8-A1XJ TCGA-D8-A1XL TCGA-D8-A1XM 
        5.10         6.48         6.44        11.57        10.49         7.17 
TCGA-D8-A1XO TCGA-D8-A1XR TCGA-D8-A1XS TCGA-D8-A1XU TCGA-D8-A1XV TCGA-D8-A1XY 
        7.96         5.52         0.59         4.90         4.80         2.66 
TCGA-D8-A1Y0 TCGA-D8-A1Y1 TCGA-D8-A1Y2 TCGA-D8-A1Y3 TCGA-D8-A27E TCGA-D8-A27G 
        5.46         3.78         2.37         4.08         5.98         6.87 
TCGA-D8-A27I TCGA-D8-A27K TCGA-D8-A27L TCGA-D8-A27N TCGA-D8-A27P TCGA-D8-A27T 
        6.08         3.88         4.11         4.77         0.72         4.44 
TCGA-D8-A27V TCGA-D8-A27W TCGA-E2-A105 TCGA-E2-A106 TCGA-E2-A107 TCGA-E2-A108 
        2.40         0.49        38.24        51.12        25.08         4.08 
TCGA-E2-A109 TCGA-E2-A10A TCGA-E2-A10B TCGA-E2-A10E TCGA-E2-A10F TCGA-E2-A14O 
       38.53        11.57        24.59        13.74        11.84        38.53 
TCGA-E2-A14Q TCGA-E2-A14S TCGA-E2-A14T TCGA-E2-A14V TCGA-E2-A153 TCGA-E2-A154 
       32.02        27.42        29.26        24.59        19.27        10.68 
TCGA-E2-A155 TCGA-E2-A156 TCGA-E2-A15A TCGA-E2-A15C TCGA-E2-A15D TCGA-E2-A15E 
       18.18        15.81        16.50        16.31        10.36        17.00 
TCGA-E2-A15F TCGA-E2-A15G TCGA-E2-A15H TCGA-E2-A15I TCGA-E2-A15J TCGA-E2-A15O 
       15.39        10.36         1.38        13.51        15.22        12.99 
TCGA-E2-A15P TCGA-E2-A15R TCGA-E2-A15S TCGA-E2-A15T TCGA-E2-A1B1 TCGA-E2-A1B4 
       10.36        10.85         9.01         8.78        44.75        29.95 
TCGA-E2-A1B5 TCGA-E2-A1BC TCGA-E2-A1BD TCGA-E2-A1IE TCGA-E2-A1IF TCGA-E2-A1IG 
       25.45         9.76        10.42        32.32        31.43        24.82 
TCGA-E2-A1IH TCGA-E2-A1IJ TCGA-E2-A1IK TCGA-E2-A1IL TCGA-E2-A1IN TCGA-E2-A1IO 
       21.63        23.84        17.03         0.46        12.89        14.73 
TCGA-E2-A1IU TCGA-E2-A1L6 TCGA-E2-A1L7 TCGA-E2-A1L8 TCGA-E2-A1L9 TCGA-E2-A2P5 
        4.18        43.13        20.81        33.37        12.76        10.72 
TCGA-E2-A2P6 TCGA-E9-A1R2 TCGA-E9-A1R3 TCGA-E9-A1R5 TCGA-E9-A1R6 TCGA-E9-A1R7 
        5.49         0.62         2.10         1.38         2.76         1.12 
TCGA-E9-A1RA TCGA-E9-A1RB TCGA-E9-A1RC TCGA-E9-A1RD TCGA-E9-A1RE TCGA-E9-A1RF 
        0.95         0.69        40.37         0.66         1.55         1.25 
TCGA-E9-A1RG TCGA-E9-A1RI TCGA-E9-A226 TCGA-E9-A227 TCGA-E9-A245 TCGA-E9-A247 
        1.15         1.58         0.53         0.79         0.82         0.39 
TCGA-E9-A249 TCGA-E9-A24A TCGA-E9-A295 TCGA-E9-A2JS TCGA-E9-A2JT TCGA-EW-A1IW 
        0.92         0.33         0.69         0.43         0.76         8.28 
TCGA-EW-A1IX TCGA-EW-A1IY TCGA-EW-A1IZ TCGA-EW-A1J1 TCGA-EW-A1J2 TCGA-EW-A1J3 
       35.57         8.48         8.55         9.27         4.57         8.28 
TCGA-EW-A1J5 TCGA-EW-A1J6 TCGA-EW-A1OV TCGA-EW-A1OX TCGA-EW-A1OZ TCGA-EW-A1P0 
        7.46        19.56        17.16        18.48        30.94        36.85 
TCGA-EW-A1P1 TCGA-EW-A1P3 TCGA-EW-A1P5 TCGA-EW-A1P6 TCGA-EW-A1PD TCGA-EW-A1PE 
       30.21        32.45        12.00        10.26         5.72         3.48 
TCGA-EW-A1PF TCGA-EW-A1PG TCGA-EW-A2FS TCGA-EW-A2FW TCGA-GI-A2C8 TCGA-GM-A2D9 
        4.57        28.77        38.56         6.25         6.97        59.57 
TCGA-GM-A2DC TCGA-GM-A2DD TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DM 
       53.52        43.04        61.91        62.33        90.81        76.64 
TCGA-GM-A2DN TCGA-GM-A2DO 
       77.33        53.33 

subtype1 subtype2 subtype3 
    0.03     0.07     0.07 
subtype1 subtype2 subtype3 
  109.94   211.53   223.40 
subtype1 subtype2 subtype3 
  16.110   20.090   18.625 
[1] "0.0 - 109.9 (16.1)" "0.1 - 211.5 (20.1)" "0.1 - 223.4 (18.6)"
  [1] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [7] "subtype1" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
 [13] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [19] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [25] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
 [37] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [43] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [49] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [55] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
 [61] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [67] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
 [73] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
 [79] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [91] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[109] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[115] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[121] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[127] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[133] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[145] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[181] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[199] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[205] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[211] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[223] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[229] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[241] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[247] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[259] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[271] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[277] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[283] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[289] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[295] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[301] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[307] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[313] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[319] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[331] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[337] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[343] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[355] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[367] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[373] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[379] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[385] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[397] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[403] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[409] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[415] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[421] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[427] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[433] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[439] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[445] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[475] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[481] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[487] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[493] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[499] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[511] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[517] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[523] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[529] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[535] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[541] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[547] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[553] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[559] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[565] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[571] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[577] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[583] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[595] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[601] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[607] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[619] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[625] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[637] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[643] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[649] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[655] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[661] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[667] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[673] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[679] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[685] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[691] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[703] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[709] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[715] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[721] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[727] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[733] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[739] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[745] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[751] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[757] "subtype3" "subtype3"
  [1] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [7] "subtype1" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
 [13] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [19] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [25] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
 [37] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [43] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [49] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [55] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
 [61] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [67] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
 [73] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
 [79] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [91] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[109] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[115] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[121] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[127] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[133] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[145] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[181] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[199] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[205] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[211] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[223] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[229] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[241] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[247] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[259] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[271] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[277] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[283] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[289] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[295] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[301] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[307] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[313] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[319] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[331] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[337] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[343] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[355] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[367] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[373] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[379] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[385] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[397] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[403] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[409] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[415] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[421] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[427] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[433] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[439] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[445] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[475] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[481] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[487] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[493] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[499] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[511] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[517] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[523] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[529] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[535] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[541] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[547] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[553] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[559] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[565] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[571] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[577] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[583] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[595] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[601] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[607] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[619] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[625] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[637] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[643] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[649] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[655] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[661] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[667] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[673] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[679] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[685] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[691] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[703] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[709] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[715] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[721] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[727] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[733] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[739] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[745] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[751] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[757] "subtype3" "subtype3"
  [1] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [7] "subtype1" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
 [13] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [19] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [25] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
 [31] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
 [37] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [43] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [49] "subtype3" "subtype3" "subtype1" "subtype2" "subtype3" "subtype3"
 [55] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype2"
 [61] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [67] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
 [73] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
 [79] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [91] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [97] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[109] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[115] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[121] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[127] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[133] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[145] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[163] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[181] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[199] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[205] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[211] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[223] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[229] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype3"
[241] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[247] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[259] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[271] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[277] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[283] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[289] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[295] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[301] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype3"
[307] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[313] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[319] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[331] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[337] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[343] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[349] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[355] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[367] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[373] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[379] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[385] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[397] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[403] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[409] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[415] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[421] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[427] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[433] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[439] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[445] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[469] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[475] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[481] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[487] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[493] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[499] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[511] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[517] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[523] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[529] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[535] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[541] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[547] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[553] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype3"
[559] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[565] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[571] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[577] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[583] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[595] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[601] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[607] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[613] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[619] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[625] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[637] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[643] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[649] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[655] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[661] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[667] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[673] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[679] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[685] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[691] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[697] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[703] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[709] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[715] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[721] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[727] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[733] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[739] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[745] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[751] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[757] "subtype3" "subtype3"
D10V2, continuous
D10V3, binary
          cls
clus         0   1
  subtype1  65   2
  subtype2 188   1
  subtype3 555   6
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   65    2
  subtype2  188    1
  subtype3  555    6
        clus
vv       subtype1 subtype2 subtype3
  FEMALE       65      188      555
  MALE          2        1        6
D10V4, binary
          cls
clus         0   1
  subtype1  17  50
  subtype2  44 145
  subtype3 128 433
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   17   50
  subtype2   44  145
  subtype3  128  433
     clus
vv    subtype1 subtype2 subtype3
  NO        17       44      128
  YES       50      145      433
D10V5, binary
          cls
clus         0   1
  subtype1  25  42
  subtype2  66 123
  subtype3 208 353
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   25   42
  subtype2   66  123
  subtype3  208  353
     clus
vv    subtype1 subtype2 subtype3
  NO        25       66      208
  YES       42      123      353
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
                                "GENDER" 
                                      V4 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
                                      V5 
                   "NEOADJUVANT.THERAPY" 
> q(save="no")
