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

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Clusters_onlysig.32.3479/Clusters2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Clusters_onlysig.32.3479/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/BRCA/1597105/1.GDAC_mergedClustering.Finished/BRCA.mergedcluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPickerPipeline/BRCA/1551748/1.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=862, in cluster file=859, common to both=852
[1]   7 852
[1] "MRNA_CNMF"
[1] 3
  1   2   3   4   5   6   7   8 
 20  34 117 103 120  73  20  42 
  1   2   3   4   5   6   7   8 
 20  34 117 103 120  73  20  42 
[1] "MRNA_CHIERARCHICAL"
[1] 3
  1   2   3 
129 136 264 
  1   2   3 
129 136 264 
[1] "METHLYATION_CNMF"
[1] 3
  1   2   3   4   5   6   7 
 82 138  54  97  29  52  87 
  1   2   3   4   5   6   7 
 82 138  54  97  29  52  87 
[1] "MRNASEQ_CNMF"
[1] 3
  1   2   3 
229 130 392 
  1   2   3 
229 130 392 
[1] "MRNASEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
195 380 176 
  1   2   3 
195 380 176 
[1] "MIRSEQ_CNMF"
[1] 3
  1   2   3 
194 403 210 
  1   2   3 
194 403 210 
[1] "MIRSEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
223 423 161 
  1   2   3 
223 423 161 
[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 852 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-A3IZ 
         257          209           64          122           67          148 
TCGA-A7-A3J0 TCGA-A7-A3J1 TCGA-A8-A06N TCGA-A8-A06O TCGA-A8-A06P TCGA-A8-A06Q 
          76           75           NA          396          396           31 
TCGA-A8-A06R TCGA-A8-A06T TCGA-A8-A06U TCGA-A8-A06X TCGA-A8-A06Y TCGA-A8-A06Z 
         546         1249           NA           NA          791           31 
TCGA-A8-A075 TCGA-A8-A076 TCGA-A8-A079 TCGA-A8-A07B TCGA-A8-A07C TCGA-A8-A07E 
         517         1641          274         1004          580          608 
TCGA-A8-A07F TCGA-A8-A07G TCGA-A8-A07I TCGA-A8-A07J TCGA-A8-A07L TCGA-A8-A07O 
         576          576          426          365          517          304 
TCGA-A8-A07P TCGA-A8-A07R TCGA-A8-A07S TCGA-A8-A07U TCGA-A8-A07W TCGA-A8-A07Z 
         334          273          242          303          304          853 
TCGA-A8-A081 TCGA-A8-A082 TCGA-A8-A083 TCGA-A8-A084 TCGA-A8-A085 TCGA-A8-A086 
          NA          549           NA          458         1124          396 
TCGA-A8-A08A TCGA-A8-A08B TCGA-A8-A08C TCGA-A8-A08F TCGA-A8-A08G TCGA-A8-A08H 
          30          702          607          549          606           NA 
TCGA-A8-A08I TCGA-A8-A08J TCGA-A8-A08L TCGA-A8-A08O TCGA-A8-A08P TCGA-A8-A08R 
         365           NA           NA          942          942           30 
TCGA-A8-A08S TCGA-A8-A08T TCGA-A8-A08X TCGA-A8-A08Z TCGA-A8-A090 TCGA-A8-A091 
         580         2830         1034         1217           NA          580 
TCGA-A8-A092 TCGA-A8-A093 TCGA-A8-A094 TCGA-A8-A095 TCGA-A8-A096 TCGA-A8-A097 
         518          545           NA         1276           NA          365 
TCGA-A8-A099 TCGA-A8-A09A TCGA-A8-A09B TCGA-A8-A09C TCGA-A8-A09D TCGA-A8-A09E 
         304          304          365           31          396          942 
TCGA-A8-A09G TCGA-A8-A09I TCGA-A8-A09K TCGA-A8-A09M TCGA-A8-A09N TCGA-A8-A09Q 
          NA         1006          911          457           31          761 
TCGA-A8-A09R TCGA-A8-A09T TCGA-A8-A09V TCGA-A8-A09W TCGA-A8-A09X TCGA-A8-A09Z 
         273          578          457           30           NA           NA 
TCGA-A8-A0A1 TCGA-A8-A0A2 TCGA-A8-A0A4 TCGA-A8-A0A6 TCGA-A8-A0A7 TCGA-A8-A0A9 
         365          578          396          640           30          396 
TCGA-A8-A0AB TCGA-A8-A0AD TCGA-AC-A23C TCGA-AC-A23E TCGA-AC-A23G TCGA-AC-A23H 
         517         1157           29           72          329           81 
TCGA-AC-A2B8 TCGA-AC-A2FB TCGA-AC-A2FF TCGA-AC-A2FG TCGA-AC-A2FK TCGA-AC-A2FM 
          44           44         1685         1125         1180           NA 
TCGA-AC-A2FO TCGA-AC-A2QH TCGA-AC-A2QI TCGA-AC-A2QJ TCGA-AC-A3BB TCGA-AC-A3HN 
        1542           31           28           69           30           21 
TCGA-AN-A03X TCGA-AN-A03Y TCGA-AN-A041 TCGA-AN-A046 TCGA-AN-A049 TCGA-AN-A04A 
          10           10            7           10           19           89 
TCGA-AN-A04C TCGA-AN-A04D TCGA-AN-A0AJ TCGA-AN-A0AK TCGA-AN-A0AL TCGA-AN-A0AM 
          54           52          243          223          197            5 
TCGA-AN-A0AR TCGA-AN-A0AS TCGA-AN-A0AT TCGA-AN-A0FD TCGA-AN-A0FF TCGA-AN-A0FJ 
           9            9           10          195          140          241 
TCGA-AN-A0FK TCGA-AN-A0FL TCGA-AN-A0FN TCGA-AN-A0FS TCGA-AN-A0FT TCGA-AN-A0FV 
         212          230          218          191          183           10 
TCGA-AN-A0FW TCGA-AN-A0FX TCGA-AN-A0FY TCGA-AN-A0FZ TCGA-AN-A0G0 TCGA-AN-A0XL 
          11           10           10           10           16           10 
TCGA-AN-A0XN TCGA-AN-A0XO TCGA-AN-A0XP TCGA-AN-A0XR TCGA-AN-A0XS TCGA-AN-A0XT 
          10          375            9           10           10           10 
TCGA-AN-A0XU TCGA-AN-A0XV TCGA-AN-A0XW TCGA-AO-A03L TCGA-AO-A03M TCGA-AO-A03N 
          10          162          170         2442         1455         1645 
TCGA-AO-A03O TCGA-AO-A03P TCGA-AO-A03R TCGA-AO-A03T TCGA-AO-A03U TCGA-AO-A03V 
          NA         2576         1707         1187           NA          886 
TCGA-AO-A0J2 TCGA-AO-A0J3 TCGA-AO-A0J4 TCGA-AO-A0J5 TCGA-AO-A0J6 TCGA-AO-A0J7 
         585          302          294          735          775          260 
TCGA-AO-A0J8 TCGA-AO-A0J9 TCGA-AO-A0JA TCGA-AO-A0JB TCGA-AO-A0JC TCGA-AO-A0JD 
         277         1255          346         1150         1547         1813 
TCGA-AO-A0JE TCGA-AO-A0JF TCGA-AO-A0JG TCGA-AO-A0JI TCGA-AO-A0JJ TCGA-AO-A0JL 
        1965          354          449         1172         1512         1319 
TCGA-AO-A0JM TCGA-AO-A124 TCGA-AO-A125 TCGA-AO-A126 TCGA-AO-A128 TCGA-AO-A129 
        1826         3119         3018         2850         2877         2923 
TCGA-AO-A12A TCGA-AO-A12B TCGA-AO-A12C TCGA-AO-A12D TCGA-AO-A12E TCGA-AO-A12F 
        2754         2359         1993         1948         1742         1471 
TCGA-AO-A12G TCGA-AO-A12H TCGA-AO-A1KO TCGA-AO-A1KP TCGA-AO-A1KQ TCGA-AO-A1KR 
        1265          862          448         2513         1519         2140 
TCGA-AO-A1KS TCGA-AO-A1KT TCGA-AQ-A04H TCGA-AQ-A04J TCGA-AQ-A04L TCGA-AQ-A0Y5 
          16          541          439          159         3344           NA 
TCGA-AQ-A1H2 TCGA-AQ-A1H3 TCGA-AR-A0TP TCGA-AR-A0TQ TCGA-AR-A0TR TCGA-AR-A0TS 
         197          138         2392         1500           NA         1138 
TCGA-AR-A0TT TCGA-AR-A0TU TCGA-AR-A0TV TCGA-AR-A0TW TCGA-AR-A0TX TCGA-AR-A0TY 
        1679          360          904          739           15           NA 
TCGA-AR-A0TZ TCGA-AR-A0U0 TCGA-AR-A0U1 TCGA-AR-A0U2 TCGA-AR-A0U3 TCGA-AR-A0U4 
        1313            8          185           NA         2263         1627 
TCGA-AR-A1AH TCGA-AR-A1AI TCGA-AR-A1AJ TCGA-AR-A1AK TCGA-AR-A1AL TCGA-AR-A1AN 
        2298         1881         1604         1558         1485         1329 
TCGA-AR-A1AO TCGA-AR-A1AP TCGA-AR-A1AQ TCGA-AR-A1AR TCGA-AR-A1AS TCGA-AR-A1AT 
        1324         1215         1309           NA         1242           NA 
TCGA-AR-A1AU TCGA-AR-A1AV TCGA-AR-A1AW TCGA-AR-A1AX TCGA-AR-A1AY TCGA-AR-A24H 
        1409         1295         1072         1103          614         3333 
TCGA-AR-A24K TCGA-AR-A24L TCGA-AR-A24M TCGA-AR-A24N TCGA-AR-A24O TCGA-AR-A24P 
        1548         2221         1990         2074         1997           26 
TCGA-AR-A24Q TCGA-AR-A24R TCGA-AR-A24S TCGA-AR-A24T TCGA-AR-A24U TCGA-AR-A24V 
        2008         1745         1888         1620         1623         1648 
TCGA-AR-A24W TCGA-AR-A24X TCGA-AR-A24Z TCGA-AR-A250 TCGA-AR-A251 TCGA-AR-A252 
        1550         1465         1574         1707         1373         1236 
TCGA-AR-A254 TCGA-AR-A255 TCGA-AR-A256 TCGA-AR-A2LE TCGA-AR-A2LH TCGA-AR-A2LK 
        1212         1058           NA         3913           NA         1303 
TCGA-AR-A2LL TCGA-AR-A2LM TCGA-AR-A2LN TCGA-AR-A2LO TCGA-AR-A2LQ TCGA-AR-A2LR 
         223         1217          519          633          516          620 
TCGA-B6-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-A1PD TCGA-EW-A1PE TCGA-EW-A1PF TCGA-EW-A1PG 
         267          608          174          106          139          875 
TCGA-EW-A1PH TCGA-EW-A2FS TCGA-EW-A2FV TCGA-EW-A2FW TCGA-GI-A2C8 TCGA-GM-A2D9 
         139         1173          238          190          212           NA 
TCGA-GM-A2DA TCGA-GM-A2DB TCGA-GM-A2DC TCGA-GM-A2DD TCGA-GM-A2DF TCGA-GM-A2DH 
        5909         1615         1628         1309         1299         1286 
TCGA-GM-A2DI TCGA-GM-A2DK TCGA-GM-A2DL TCGA-GM-A2DM TCGA-GM-A2DN TCGA-GM-A2DO 
        1883         1896         2762         2331         2352         1622 
Variable 1:'AGE':	nDistinctValues=64,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'DAYSTODEATH':	nDistinctValues=93,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 3:'DAYSTOLASTFOLLOWUP':	nDistinctValues=521,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 5:'DCCUPLOADDAY':	nDistinctValues=3,	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=32,	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 852 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
  [1] "subtype1" "subtype2" "subtype1" "subtype3" "subtype4" "subtype1"
  [7] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype3"
 [13] "subtype4" "subtype4" "subtype3" "subtype6" "subtype6" "subtype3"
 [19] "subtype7" "subtype4" "subtype2" "subtype5" "subtype5" "subtype3"
 [25] "subtype3" "subtype2" "subtype3" "subtype6" "subtype4" "subtype2"
 [31] "subtype4" "subtype6" "subtype4" "subtype5" "subtype3" "subtype5"
 [37] "subtype8" "subtype2" "subtype7" "subtype3" "subtype2" "subtype3"
 [43] "subtype3" "subtype5" "subtype8" "subtype2" "subtype6" "subtype4"
 [49] "subtype2" "subtype1" "subtype6" "subtype4" "subtype8" "subtype4"
 [55] "subtype6" "subtype4" "subtype3" "subtype8" "subtype5" "subtype8"
 [61] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype6"
 [67] "subtype3" "subtype5" "subtype4" "subtype8" "subtype2" "subtype4"
 [73] "subtype3" "subtype3" "subtype4" "subtype8" "subtype5" "subtype3"
 [79] "subtype3" "subtype4" "subtype5" "subtype4" "subtype4" "subtype3"
 [85] "subtype3" "subtype1" "subtype6" "subtype6" "subtype5" "subtype3"
 [91] "subtype3" "subtype5" "subtype3" "subtype6" "subtype6" "subtype3"
 [97] "subtype6" "subtype4" "subtype8" "subtype5" "subtype5" "subtype1"
[103] "subtype8" "subtype3" "subtype4" "subtype3" "subtype4" "subtype5"
[109] "subtype4" "subtype3" "subtype3" "subtype3" "subtype6" "subtype3"
[115] "subtype3" "subtype5" "subtype6" "subtype5" "subtype3" "subtype3"
[121] "subtype7" "subtype6" "subtype6" "subtype2" "subtype7" "subtype4"
[127] "subtype5" "subtype5" "subtype4" "subtype1" "subtype3" "subtype6"
[133] "subtype5" "subtype5" "subtype1" "subtype5" "subtype2" "subtype5"
[139] "subtype5" "subtype3" "subtype3" "subtype6" "subtype3" "subtype3"
[145] "subtype6" "subtype3" "subtype3" "subtype5" "subtype5" "subtype6"
[151] "subtype6" "subtype5" "subtype5" "subtype2" "subtype2" "subtype7"
[157] "subtype5" "subtype5" "subtype5" "subtype1" "subtype5" "subtype3"
[163] "subtype5" "subtype5" "subtype3" "subtype6" "subtype4" "subtype7"
[169] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[175] "subtype3" "subtype5" "subtype4" "subtype5" "subtype4" "subtype8"
[181] "subtype8" "subtype6" "subtype6" "subtype3" "subtype4" "subtype3"
[187] "subtype3" "subtype4" "subtype8" "subtype1" "subtype5" "subtype5"
[193] "subtype5" "subtype5" "subtype8" "subtype4" "subtype5" "subtype1"
[199] "subtype3" "subtype2" "subtype6" "subtype7" "subtype3" "subtype3"
[205] "subtype3" "subtype4" "subtype3" "subtype6" "subtype3" "subtype4"
[211] "subtype8" "subtype4" "subtype3" "subtype5" "subtype8" "subtype6"
[217] "subtype2" "subtype7" "subtype6" "subtype6" "subtype8" "subtype8"
[223] "subtype3" "subtype8" "subtype4" "subtype6" "subtype4" "subtype5"
[229] "subtype3" "subtype4" "subtype4" "subtype5" "subtype5" "subtype2"
[235] "subtype6" "subtype2" "subtype4" "subtype5" "subtype3" "subtype3"
[241] "subtype4" "subtype6" "subtype4" "subtype3" "subtype5" "subtype4"
[247] "subtype7" "subtype4" "subtype3" "subtype3" "subtype6" "subtype3"
[253] "subtype3" "subtype4" "subtype4" "subtype3" "subtype3" "subtype4"
[259] "subtype4" "subtype4" "subtype4" "subtype5" "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" "subtype8" "subtype4" "subtype6"
[289] "subtype3" "subtype3" "subtype3" "subtype5" "subtype4" "subtype4"
[295] "subtype3" "subtype6" "subtype5" "subtype3" "subtype3" "subtype5"
[301] "subtype5" "subtype5" "subtype2" "subtype6" "subtype4" "subtype4"
[307] "subtype2" "subtype7" "subtype3" "subtype3" "subtype3" "subtype4"
[313] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype3"
[319] "subtype8" "subtype3" "subtype4" "subtype6" "subtype8" "subtype2"
[325] "subtype8" "subtype2" "subtype4" "subtype3" "subtype5" "subtype6"
[331] "subtype3" "subtype4" "subtype5" "subtype5" "subtype5" "subtype7"
[337] "subtype4" "subtype5" "subtype4" "subtype8" "subtype8" "subtype8"
[343] "subtype5" "subtype6" "subtype5" "subtype5" "subtype5" "subtype4"
[349] "subtype7" "subtype7" "subtype6" "subtype8" "subtype3" "subtype3"
[355] "subtype8" "subtype8" "subtype3" "subtype2" "subtype3" "subtype4"
[361] "subtype5" "subtype5" "subtype8" "subtype8" "subtype5" "subtype8"
[367] "subtype1" "subtype4" "subtype5" "subtype3" "subtype4" "subtype5"
[373] "subtype2" "subtype5" "subtype5" "subtype6" "subtype2" "subtype6"
[379] "subtype5" "subtype3" "subtype3" "subtype7" "subtype1" "subtype3"
[385] "subtype6" "subtype5" "subtype3" "subtype5" "subtype5" "subtype8"
[391] "subtype4" "subtype4" "subtype5" "subtype5" "subtype5" "subtype6"
[397] "subtype3" "subtype3" "subtype6" "subtype4" "subtype5" "subtype5"
[403] "subtype5" "subtype7" "subtype4" "subtype8" "subtype4" "subtype5"
[409] "subtype1" "subtype4" "subtype3" "subtype5" "subtype3" "subtype6"
[415] "subtype4" "subtype3" "subtype5" "subtype6" "subtype6" "subtype4"
[421] "subtype1" "subtype3" "subtype5" "subtype8" "subtype6" "subtype8"
[427] "subtype4" "subtype6" "subtype6" "subtype2" "subtype6" "subtype7"
[433] "subtype3" "subtype3" "subtype6" "subtype3" "subtype1" "subtype4"
[439] "subtype4" "subtype8" "subtype5" "subtype4" "subtype3" "subtype3"
[445] "subtype6" "subtype8" "subtype3" "subtype3" "subtype5" "subtype6"
[451] "subtype5" "subtype5" "subtype4" "subtype5" "subtype6" "subtype2"
[457] "subtype4" "subtype3" "subtype3" "subtype6" "subtype3" "subtype4"
[463] "subtype4" "subtype7" "subtype4" "subtype6" "subtype1" "subtype5"
[469] "subtype3" "subtype5" "subtype4" "subtype4" "subtype3" "subtype5"
[475] "subtype5" "subtype5" "subtype3" "subtype5" "subtype2" "subtype5"
[481] "subtype5" "subtype5" "subtype5" "subtype8" "subtype3" "subtype5"
[487] "subtype3" "subtype3" "subtype3" "subtype4" "subtype6" "subtype2"
[493] "subtype5" "subtype4" "subtype8" "subtype8" "subtype5"
  [1] "subtype1" "subtype2" "subtype1" "subtype3" "subtype4" "subtype1"
  [7] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype3"
 [13] "subtype4" "subtype4" "subtype3" "subtype6" "subtype6" "subtype3"
 [19] "subtype7" "subtype4" "subtype2" "subtype5" "subtype5" "subtype3"
 [25] "subtype3" "subtype2" "subtype3" "subtype6" "subtype4" "subtype2"
 [31] "subtype4" "subtype6" "subtype4" "subtype5" "subtype3" "subtype5"
 [37] "subtype8" "subtype2" "subtype7" "subtype3" "subtype2" "subtype3"
 [43] "subtype3" "subtype5" "subtype8" "subtype2" "subtype6" "subtype4"
 [49] "subtype2" "subtype1" "subtype6" "subtype4" "subtype8" "subtype4"
 [55] "subtype6" "subtype4" "subtype3" "subtype8" "subtype5" "subtype8"
 [61] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype6"
 [67] "subtype3" "subtype5" "subtype4" "subtype8" "subtype2" "subtype4"
 [73] "subtype3" "subtype3" "subtype4" "subtype8" "subtype5" "subtype3"
 [79] "subtype3" "subtype4" "subtype5" "subtype4" "subtype4" "subtype3"
 [85] "subtype3" "subtype1" "subtype6" "subtype6" "subtype5" "subtype3"
 [91] "subtype3" "subtype5" "subtype3" "subtype6" "subtype6" "subtype3"
 [97] "subtype6" "subtype4" "subtype8" "subtype5" "subtype5" "subtype1"
[103] "subtype8" "subtype3" "subtype4" "subtype3" "subtype4" "subtype5"
[109] "subtype4" "subtype3" "subtype3" "subtype3" "subtype6" "subtype3"
[115] "subtype3" "subtype5" "subtype6" "subtype5" "subtype3" "subtype3"
[121] "subtype7" "subtype6" "subtype6" "subtype2" "subtype7" "subtype4"
[127] "subtype5" "subtype5" "subtype4" "subtype1" "subtype3" "subtype6"
[133] "subtype5" "subtype5" "subtype1" "subtype5" "subtype2" "subtype5"
[139] "subtype5" "subtype3" "subtype3" "subtype6" "subtype3" "subtype3"
[145] "subtype6" "subtype3" "subtype3" "subtype5" "subtype5" "subtype6"
[151] "subtype6" "subtype5" "subtype5" "subtype2" "subtype2" "subtype7"
[157] "subtype5" "subtype5" "subtype5" "subtype1" "subtype5" "subtype3"
[163] "subtype5" "subtype5" "subtype3" "subtype6" "subtype4" "subtype7"
[169] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[175] "subtype3" "subtype5" "subtype4" "subtype5" "subtype4" "subtype8"
[181] "subtype8" "subtype6" "subtype6" "subtype3" "subtype4" "subtype3"
[187] "subtype3" "subtype4" "subtype8" "subtype1" "subtype5" "subtype5"
[193] "subtype5" "subtype5" "subtype8" "subtype4" "subtype5" "subtype1"
[199] "subtype3" "subtype2" "subtype6" "subtype7" "subtype3" "subtype3"
[205] "subtype3" "subtype4" "subtype3" "subtype6" "subtype3" "subtype4"
[211] "subtype8" "subtype4" "subtype3" "subtype5" "subtype8" "subtype6"
[217] "subtype2" "subtype7" "subtype6" "subtype6" "subtype8" "subtype8"
[223] "subtype3" "subtype8" "subtype4" "subtype6" "subtype4" "subtype5"
[229] "subtype3" "subtype4" "subtype4" "subtype5" "subtype5" "subtype2"
[235] "subtype6" "subtype2" "subtype4" "subtype5" "subtype3" "subtype3"
[241] "subtype4" "subtype6" "subtype4" "subtype3" "subtype5" "subtype4"
[247] "subtype7" "subtype4" "subtype3" "subtype3" "subtype6" "subtype3"
[253] "subtype3" "subtype4" "subtype4" "subtype3" "subtype3" "subtype4"
[259] "subtype4" "subtype4" "subtype4" "subtype5" "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" "subtype8" "subtype4" "subtype6"
[289] "subtype3" "subtype3" "subtype3" "subtype5" "subtype4" "subtype4"
[295] "subtype3" "subtype6" "subtype5" "subtype3" "subtype3" "subtype5"
[301] "subtype5" "subtype5" "subtype2" "subtype6" "subtype4" "subtype4"
[307] "subtype2" "subtype7" "subtype3" "subtype3" "subtype3" "subtype4"
[313] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype3"
[319] "subtype8" "subtype3" "subtype4" "subtype6" "subtype8" "subtype2"
[325] "subtype8" "subtype2" "subtype4" "subtype3" "subtype5" "subtype6"
[331] "subtype3" "subtype4" "subtype5" "subtype5" "subtype5" "subtype7"
[337] "subtype4" "subtype5" "subtype4" "subtype8" "subtype8" "subtype8"
[343] "subtype5" "subtype6" "subtype5" "subtype5" "subtype5" "subtype4"
[349] "subtype7" "subtype7" "subtype6" "subtype8" "subtype3" "subtype3"
[355] "subtype8" "subtype8" "subtype3" "subtype2" "subtype3" "subtype4"
[361] "subtype5" "subtype5" "subtype8" "subtype8" "subtype5" "subtype8"
[367] "subtype1" "subtype4" "subtype5" "subtype3" "subtype4" "subtype5"
[373] "subtype2" "subtype5" "subtype5" "subtype6" "subtype2" "subtype6"
[379] "subtype5" "subtype3" "subtype3" "subtype7" "subtype1" "subtype3"
[385] "subtype6" "subtype5" "subtype3" "subtype5" "subtype5" "subtype8"
[391] "subtype4" "subtype4" "subtype5" "subtype5" "subtype5" "subtype6"
[397] "subtype3" "subtype3" "subtype6" "subtype4" "subtype5" "subtype5"
[403] "subtype5" "subtype7" "subtype4" "subtype8" "subtype4" "subtype5"
[409] "subtype1" "subtype4" "subtype3" "subtype5" "subtype3" "subtype6"
[415] "subtype4" "subtype3" "subtype5" "subtype6" "subtype6" "subtype4"
[421] "subtype1" "subtype3" "subtype5" "subtype8" "subtype6" "subtype8"
[427] "subtype4" "subtype6" "subtype6" "subtype2" "subtype6" "subtype7"
[433] "subtype3" "subtype3" "subtype6" "subtype3" "subtype1" "subtype4"
[439] "subtype4" "subtype8" "subtype5" "subtype4" "subtype3" "subtype3"
[445] "subtype6" "subtype8" "subtype3" "subtype3" "subtype5" "subtype6"
[451] "subtype5" "subtype5" "subtype4" "subtype5" "subtype6" "subtype2"
[457] "subtype4" "subtype3" "subtype3" "subtype6" "subtype3" "subtype4"
[463] "subtype4" "subtype7" "subtype4" "subtype6" "subtype1" "subtype5"
[469] "subtype3" "subtype5" "subtype4" "subtype4" "subtype3" "subtype5"
[475] "subtype5" "subtype5" "subtype3" "subtype5" "subtype2" "subtype5"
[481] "subtype5" "subtype5" "subtype5" "subtype8" "subtype3" "subtype5"
[487] "subtype3" "subtype3" "subtype3" "subtype4" "subtype6" "subtype2"
[493] "subtype5" "subtype4" "subtype8" "subtype8" "subtype5"
  [1] "subtype1" "subtype2" "subtype1" "subtype3" "subtype4" "subtype1"
  [7] "subtype4" "subtype4" "subtype5" "subtype4" "subtype4" "subtype3"
 [13] "subtype4" "subtype4" "subtype3" "subtype6" "subtype6" "subtype3"
 [19] "subtype7" "subtype4" "subtype2" "subtype5" "subtype5" "subtype3"
 [25] "subtype3" "subtype2" "subtype3" "subtype6" "subtype4" "subtype2"
 [31] "subtype4" "subtype6" "subtype4" "subtype5" "subtype3" "subtype5"
 [37] "subtype8" "subtype2" "subtype7" "subtype3" "subtype2" "subtype3"
 [43] "subtype3" "subtype5" "subtype8" "subtype2" "subtype6" "subtype4"
 [49] "subtype2" "subtype1" "subtype6" "subtype4" "subtype8" "subtype4"
 [55] "subtype6" "subtype4" "subtype3" "subtype8" "subtype5" "subtype8"
 [61] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype6"
 [67] "subtype3" "subtype5" "subtype4" "subtype8" "subtype2" "subtype4"
 [73] "subtype3" "subtype3" "subtype4" "subtype8" "subtype5" "subtype3"
 [79] "subtype3" "subtype4" "subtype5" "subtype4" "subtype4" "subtype3"
 [85] "subtype3" "subtype1" "subtype6" "subtype6" "subtype5" "subtype3"
 [91] "subtype3" "subtype5" "subtype3" "subtype6" "subtype6" "subtype3"
 [97] "subtype6" "subtype4" "subtype8" "subtype5" "subtype5" "subtype1"
[103] "subtype8" "subtype3" "subtype4" "subtype3" "subtype4" "subtype5"
[109] "subtype4" "subtype3" "subtype3" "subtype3" "subtype6" "subtype3"
[115] "subtype3" "subtype5" "subtype6" "subtype5" "subtype3" "subtype3"
[121] "subtype7" "subtype6" "subtype6" "subtype2" "subtype7" "subtype4"
[127] "subtype5" "subtype5" "subtype4" "subtype1" "subtype3" "subtype6"
[133] "subtype5" "subtype5" "subtype1" "subtype5" "subtype2" "subtype5"
[139] "subtype5" "subtype3" "subtype3" "subtype6" "subtype3" "subtype3"
[145] "subtype6" "subtype3" "subtype3" "subtype5" "subtype5" "subtype6"
[151] "subtype6" "subtype5" "subtype5" "subtype2" "subtype2" "subtype7"
[157] "subtype5" "subtype5" "subtype5" "subtype1" "subtype5" "subtype3"
[163] "subtype5" "subtype5" "subtype3" "subtype6" "subtype4" "subtype7"
[169] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype4"
[175] "subtype3" "subtype5" "subtype4" "subtype5" "subtype4" "subtype8"
[181] "subtype8" "subtype6" "subtype6" "subtype3" "subtype4" "subtype3"
[187] "subtype3" "subtype4" "subtype8" "subtype1" "subtype5" "subtype5"
[193] "subtype5" "subtype5" "subtype8" "subtype4" "subtype5" "subtype1"
[199] "subtype3" "subtype2" "subtype6" "subtype7" "subtype3" "subtype3"
[205] "subtype3" "subtype4" "subtype3" "subtype6" "subtype3" "subtype4"
[211] "subtype8" "subtype4" "subtype3" "subtype5" "subtype8" "subtype6"
[217] "subtype2" "subtype7" "subtype6" "subtype6" "subtype8" "subtype8"
[223] "subtype3" "subtype8" "subtype4" "subtype6" "subtype4" "subtype5"
[229] "subtype3" "subtype4" "subtype4" "subtype5" "subtype5" "subtype2"
[235] "subtype6" "subtype2" "subtype4" "subtype5" "subtype3" "subtype3"
[241] "subtype4" "subtype6" "subtype4" "subtype3" "subtype5" "subtype4"
[247] "subtype7" "subtype4" "subtype3" "subtype3" "subtype6" "subtype3"
[253] "subtype3" "subtype4" "subtype4" "subtype3" "subtype3" "subtype4"
[259] "subtype4" "subtype4" "subtype4" "subtype5" "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" "subtype8" "subtype4" "subtype6"
[289] "subtype3" "subtype3" "subtype3" "subtype5" "subtype4" "subtype4"
[295] "subtype3" "subtype6" "subtype5" "subtype3" "subtype3" "subtype5"
[301] "subtype5" "subtype5" "subtype2" "subtype6" "subtype4" "subtype4"
[307] "subtype2" "subtype7" "subtype3" "subtype3" "subtype3" "subtype4"
[313] "subtype2" "subtype5" "subtype5" "subtype4" "subtype5" "subtype3"
[319] "subtype8" "subtype3" "subtype4" "subtype6" "subtype8" "subtype2"
[325] "subtype8" "subtype2" "subtype4" "subtype3" "subtype5" "subtype6"
[331] "subtype3" "subtype4" "subtype5" "subtype5" "subtype5" "subtype7"
[337] "subtype4" "subtype5" "subtype4" "subtype8" "subtype8" "subtype8"
[343] "subtype5" "subtype6" "subtype5" "subtype5" "subtype5" "subtype4"
[349] "subtype7" "subtype7" "subtype6" "subtype8" "subtype3" "subtype3"
[355] "subtype8" "subtype8" "subtype3" "subtype2" "subtype3" "subtype4"
[361] "subtype5" "subtype5" "subtype8" "subtype8" "subtype5" "subtype8"
[367] "subtype1" "subtype4" "subtype5" "subtype3" "subtype4" "subtype5"
[373] "subtype2" "subtype5" "subtype5" "subtype6" "subtype2" "subtype6"
[379] "subtype5" "subtype3" "subtype3" "subtype7" "subtype1" "subtype3"
[385] "subtype6" "subtype5" "subtype3" "subtype5" "subtype5" "subtype8"
[391] "subtype4" "subtype4" "subtype5" "subtype5" "subtype5" "subtype6"
[397] "subtype3" "subtype3" "subtype6" "subtype4" "subtype5" "subtype5"
[403] "subtype5" "subtype7" "subtype4" "subtype8" "subtype4" "subtype5"
[409] "subtype1" "subtype4" "subtype3" "subtype5" "subtype3" "subtype6"
[415] "subtype4" "subtype3" "subtype5" "subtype6" "subtype6" "subtype4"
[421] "subtype1" "subtype3" "subtype5" "subtype8" "subtype6" "subtype8"
[427] "subtype4" "subtype6" "subtype6" "subtype2" "subtype6" "subtype7"
[433] "subtype3" "subtype3" "subtype6" "subtype3" "subtype1" "subtype4"
[439] "subtype4" "subtype8" "subtype5" "subtype4" "subtype3" "subtype3"
[445] "subtype6" "subtype8" "subtype3" "subtype3" "subtype5" "subtype6"
[451] "subtype5" "subtype5" "subtype4" "subtype5" "subtype6" "subtype2"
[457] "subtype4" "subtype3" "subtype3" "subtype6" "subtype3" "subtype4"
[463] "subtype4" "subtype7" "subtype4" "subtype6" "subtype1" "subtype5"
[469] "subtype3" "subtype5" "subtype4" "subtype4" "subtype3" "subtype5"
[475] "subtype5" "subtype5" "subtype3" "subtype5" "subtype2" "subtype5"
[481] "subtype5" "subtype5" "subtype5" "subtype8" "subtype3" "subtype5"
[487] "subtype3" "subtype3" "subtype3" "subtype4" "subtype6" "subtype2"
[493] "subtype5" "subtype4" "subtype8" "subtype8" "subtype5"
D1V2, continuous
D1V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   19    1
  subtype2   34    0
  subtype3  113    4
  subtype4  103    0
  subtype5  120    0
  subtype6   73    0
  subtype7   19    1
  subtype8   42    0
D1V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   17    3
  subtype2   25    9
  subtype3   86   31
  subtype4   69   34
  subtype5   86   34
  subtype6   54   19
  subtype7   15    5
  subtype8   30   12
D1V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   15    5
  subtype2   17   17
  subtype3   66   51
  subtype4   55   48
  subtype5   71   49
  subtype6   47   26
  subtype7   14    6
  subtype8   23   19

Clustering(2) Variable = MRNA_CHIERARCHICAL
D2V1, survival
  [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" "subtype3" "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" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[157] "subtype3" "subtype3" "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" "subtype2" "subtype1" "subtype3"
[187] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[223] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[235] "subtype1" "subtype2" "subtype1" "subtype2" "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" "subtype2" "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" "subtype2" "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" "subtype2" "subtype3"
[397] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[403] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[415] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[421] "subtype2" "subtype3" "subtype2" "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" "subtype2" "subtype3"
[469] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[475] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[487] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[493] "subtype2" "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" "subtype3" "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" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[157] "subtype3" "subtype3" "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" "subtype2" "subtype1" "subtype3"
[187] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[223] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[235] "subtype1" "subtype2" "subtype1" "subtype2" "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" "subtype2" "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" "subtype2" "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" "subtype2" "subtype3"
[397] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[403] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[415] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[421] "subtype2" "subtype3" "subtype2" "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" "subtype2" "subtype3"
[469] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[475] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[487] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[493] "subtype2" "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" "subtype3" "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" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[157] "subtype3" "subtype3" "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" "subtype2" "subtype1" "subtype3"
[187] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[193] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[211] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[223] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[235] "subtype1" "subtype2" "subtype1" "subtype2" "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" "subtype2" "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" "subtype2" "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" "subtype2" "subtype3"
[397] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[403] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[415] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[421] "subtype2" "subtype3" "subtype2" "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" "subtype2" "subtype3"
[469] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
[475] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[481] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[487] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[493] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
D2V2, continuous
D2V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  129    0
  subtype2  135    1
  subtype3  259    5
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      129      135      259
  MALE          0        1        5
D2V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   86   43
  subtype2   98   38
  subtype3  198   66
     clus
vv    subtype1 subtype2 subtype3
  NO        43       38       66
  YES       86       98      198
D2V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   70   59
  subtype2   77   59
  subtype3  161  103
     clus
vv    subtype1 subtype2 subtype3
  NO        59       59      103
  YES       70       77      161

Clustering(3) Variable = METHLYATION_CNMF
D3V1, survival
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
  [7] "subtype4" "subtype1" "subtype5" "subtype6" "subtype1" "subtype1"
 [13] "subtype4" "subtype4" "subtype4" "subtype7" "subtype4" "subtype7"
 [19] "subtype5" "subtype3" "subtype6" "subtype1" "subtype6" "subtype1"
 [25] "subtype7" "subtype1" "subtype6" "subtype2" "subtype6" "subtype3"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
 [37] "subtype7" "subtype1" "subtype7" "subtype2" "subtype1" "subtype3"
 [43] "subtype4" "subtype4" "subtype4" "subtype5" "subtype2" "subtype1"
 [49] "subtype4" "subtype5" "subtype7" "subtype7" "subtype4" "subtype2"
 [55] "subtype7" "subtype4" "subtype7" "subtype2" "subtype4" "subtype1"
 [61] "subtype1" "subtype2" "subtype5" "subtype2" "subtype1" "subtype1"
 [67] "subtype6" "subtype1" "subtype4" "subtype2" "subtype2" "subtype2"
 [73] "subtype3" "subtype4" "subtype5" "subtype2" "subtype3" "subtype2"
 [79] "subtype7" "subtype4" "subtype2" "subtype7" "subtype7" "subtype2"
 [85] "subtype7" "subtype4" "subtype7" "subtype1" "subtype2" "subtype7"
 [91] "subtype7" "subtype2" "subtype2" "subtype6" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype4" "subtype1" "subtype6" "subtype7"
[103] "subtype4" "subtype7" "subtype3" "subtype7" "subtype3" "subtype1"
[109] "subtype7" "subtype3" "subtype7" "subtype2" "subtype4" "subtype4"
[115] "subtype2" "subtype1" "subtype6" "subtype1" "subtype2" "subtype2"
[121] "subtype7" "subtype1" "subtype2" "subtype4" "subtype6" "subtype6"
[127] "subtype1" "subtype4" "subtype4" "subtype1" "subtype3" "subtype6"
[133] "subtype4" "subtype6" "subtype6" "subtype2" "subtype2" "subtype1"
[139] "subtype4" "subtype2" "subtype7" "subtype1" "subtype6" "subtype4"
[145] "subtype7" "subtype4" "subtype1" "subtype4" "subtype4" "subtype1"
[151] "subtype1" "subtype7" "subtype2" "subtype2" "subtype2" "subtype7"
[157] "subtype6" "subtype1" "subtype1" "subtype2" "subtype6" "subtype5"
[163] "subtype6" "subtype7" "subtype7" "subtype1" "subtype4" "subtype2"
[169] "subtype4" "subtype2" "subtype6" "subtype7" "subtype2" "subtype1"
[175] "subtype4" "subtype3" "subtype5" "subtype7" "subtype4" "subtype5"
[181] "subtype2" "subtype4" "subtype4" "subtype1" "subtype7" "subtype5"
[187] "subtype6" "subtype1" "subtype2" "subtype7" "subtype6" "subtype6"
[193] "subtype2" "subtype2" "subtype7" "subtype7" "subtype1" "subtype3"
[199] "subtype1" "subtype4" "subtype2" "subtype6" "subtype2" "subtype2"
[205] "subtype3" "subtype2" "subtype1" "subtype7" "subtype1" "subtype5"
[211] "subtype4" "subtype4" "subtype6" "subtype1" "subtype3" "subtype2"
[217] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype1"
[223] "subtype2" "subtype3" "subtype2" "subtype4" "subtype3" "subtype2"
[229] "subtype1" "subtype2" "subtype7" "subtype4" "subtype1" "subtype3"
[235] "subtype2" "subtype7" "subtype2" "subtype2" "subtype2" "subtype3"
[241] "subtype4" "subtype7" "subtype7" "subtype6" "subtype5" "subtype6"
[247] "subtype7" "subtype6" "subtype2" "subtype4" "subtype6" "subtype7"
[253] "subtype1" "subtype2" "subtype4" "subtype3" "subtype5" "subtype4"
[259] "subtype5" "subtype2" "subtype4" "subtype1" "subtype4" "subtype4"
[265] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype4"
[271] "subtype6" "subtype7" "subtype2" "subtype2" "subtype7" "subtype1"
[277] "subtype1" "subtype6" "subtype2" "subtype4" "subtype2" "subtype7"
[283] "subtype3" "subtype5" "subtype3" "subtype6" "subtype7" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype7" "subtype1" "subtype6"
[295] "subtype7" "subtype5" "subtype5" "subtype2" "subtype2" "subtype4"
[301] "subtype3" "subtype2" "subtype7" "subtype5" "subtype6" "subtype6"
[307] "subtype4" "subtype1" "subtype7" "subtype2" "subtype5" "subtype1"
[313] "subtype3" "subtype4" "subtype3" "subtype4" "subtype6" "subtype7"
[319] "subtype7" "subtype3" "subtype4" "subtype4" "subtype6" "subtype3"
[325] "subtype7" "subtype4" "subtype1" "subtype6" "subtype6" "subtype3"
[331] "subtype4" "subtype2" "subtype2" "subtype3" "subtype3" "subtype5"
[337] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype6"
[343] "subtype5" "subtype2" "subtype2" "subtype2" "subtype4" "subtype2"
[349] "subtype2" "subtype2" "subtype4" "subtype2" "subtype2" "subtype2"
[355] "subtype4" "subtype4" "subtype5" "subtype6" "subtype1" "subtype5"
[361] "subtype5" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[367] "subtype3" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
[373] "subtype2" "subtype7" "subtype6" "subtype5" "subtype1" "subtype6"
[379] "subtype1" "subtype7" "subtype2" "subtype7" "subtype1" "subtype6"
[385] "subtype2" "subtype4" "subtype2" "subtype2" "subtype4" "subtype4"
[391] "subtype4" "subtype2" "subtype7" "subtype4" "subtype2" "subtype3"
[397] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[403] "subtype1" "subtype1" "subtype7" "subtype2" "subtype7" "subtype7"
[409] "subtype2" "subtype2" "subtype4" "subtype2" "subtype4" "subtype5"
[415] "subtype7" "subtype7" "subtype7" "subtype2" "subtype3" "subtype3"
[421] "subtype2" "subtype2" "subtype5" "subtype2" "subtype2" "subtype4"
[427] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[433] "subtype1" "subtype1" "subtype3" "subtype6" "subtype7" "subtype4"
[439] "subtype2" "subtype7" "subtype6" "subtype4" "subtype4" "subtype7"
[445] "subtype1" "subtype6" "subtype2" "subtype4" "subtype4" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype7" "subtype1"
[457] "subtype2" "subtype4" "subtype7" "subtype2" "subtype2" "subtype4"
[463] "subtype4" "subtype7" "subtype6" "subtype2" "subtype7" "subtype7"
[469] "subtype4" "subtype2" "subtype2" "subtype2" "subtype4" "subtype7"
[475] "subtype1" "subtype4" "subtype3" "subtype6" "subtype4" "subtype7"
[481] "subtype2" "subtype1" "subtype2" "subtype3" "subtype7" "subtype1"
[487] "subtype4" "subtype1" "subtype5" "subtype2" "subtype3" "subtype7"
[493] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype2"
[499] "subtype7" "subtype3" "subtype4" "subtype7" "subtype7" "subtype7"
[505] "subtype7" "subtype4" "subtype6" "subtype5" "subtype7" "subtype7"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
  [7] "subtype4" "subtype1" "subtype5" "subtype6" "subtype1" "subtype1"
 [13] "subtype4" "subtype4" "subtype4" "subtype7" "subtype4" "subtype7"
 [19] "subtype5" "subtype3" "subtype6" "subtype1" "subtype6" "subtype1"
 [25] "subtype7" "subtype1" "subtype6" "subtype2" "subtype6" "subtype3"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
 [37] "subtype7" "subtype1" "subtype7" "subtype2" "subtype1" "subtype3"
 [43] "subtype4" "subtype4" "subtype4" "subtype5" "subtype2" "subtype1"
 [49] "subtype4" "subtype5" "subtype7" "subtype7" "subtype4" "subtype2"
 [55] "subtype7" "subtype4" "subtype7" "subtype2" "subtype4" "subtype1"
 [61] "subtype1" "subtype2" "subtype5" "subtype2" "subtype1" "subtype1"
 [67] "subtype6" "subtype1" "subtype4" "subtype2" "subtype2" "subtype2"
 [73] "subtype3" "subtype4" "subtype5" "subtype2" "subtype3" "subtype2"
 [79] "subtype7" "subtype4" "subtype2" "subtype7" "subtype7" "subtype2"
 [85] "subtype7" "subtype4" "subtype7" "subtype1" "subtype2" "subtype7"
 [91] "subtype7" "subtype2" "subtype2" "subtype6" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype4" "subtype1" "subtype6" "subtype7"
[103] "subtype4" "subtype7" "subtype3" "subtype7" "subtype3" "subtype1"
[109] "subtype7" "subtype3" "subtype7" "subtype2" "subtype4" "subtype4"
[115] "subtype2" "subtype1" "subtype6" "subtype1" "subtype2" "subtype2"
[121] "subtype7" "subtype1" "subtype2" "subtype4" "subtype6" "subtype6"
[127] "subtype1" "subtype4" "subtype4" "subtype1" "subtype3" "subtype6"
[133] "subtype4" "subtype6" "subtype6" "subtype2" "subtype2" "subtype1"
[139] "subtype4" "subtype2" "subtype7" "subtype1" "subtype6" "subtype4"
[145] "subtype7" "subtype4" "subtype1" "subtype4" "subtype4" "subtype1"
[151] "subtype1" "subtype7" "subtype2" "subtype2" "subtype2" "subtype7"
[157] "subtype6" "subtype1" "subtype1" "subtype2" "subtype6" "subtype5"
[163] "subtype6" "subtype7" "subtype7" "subtype1" "subtype4" "subtype2"
[169] "subtype4" "subtype2" "subtype6" "subtype7" "subtype2" "subtype1"
[175] "subtype4" "subtype3" "subtype5" "subtype7" "subtype4" "subtype5"
[181] "subtype2" "subtype4" "subtype4" "subtype1" "subtype7" "subtype5"
[187] "subtype6" "subtype1" "subtype2" "subtype7" "subtype6" "subtype6"
[193] "subtype2" "subtype2" "subtype7" "subtype7" "subtype1" "subtype3"
[199] "subtype1" "subtype4" "subtype2" "subtype6" "subtype2" "subtype2"
[205] "subtype3" "subtype2" "subtype1" "subtype7" "subtype1" "subtype5"
[211] "subtype4" "subtype4" "subtype6" "subtype1" "subtype3" "subtype2"
[217] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype1"
[223] "subtype2" "subtype3" "subtype2" "subtype4" "subtype3" "subtype2"
[229] "subtype1" "subtype2" "subtype7" "subtype4" "subtype1" "subtype3"
[235] "subtype2" "subtype7" "subtype2" "subtype2" "subtype2" "subtype3"
[241] "subtype4" "subtype7" "subtype7" "subtype6" "subtype5" "subtype6"
[247] "subtype7" "subtype6" "subtype2" "subtype4" "subtype6" "subtype7"
[253] "subtype1" "subtype2" "subtype4" "subtype3" "subtype5" "subtype4"
[259] "subtype5" "subtype2" "subtype4" "subtype1" "subtype4" "subtype4"
[265] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype4"
[271] "subtype6" "subtype7" "subtype2" "subtype2" "subtype7" "subtype1"
[277] "subtype1" "subtype6" "subtype2" "subtype4" "subtype2" "subtype7"
[283] "subtype3" "subtype5" "subtype3" "subtype6" "subtype7" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype7" "subtype1" "subtype6"
[295] "subtype7" "subtype5" "subtype5" "subtype2" "subtype2" "subtype4"
[301] "subtype3" "subtype2" "subtype7" "subtype5" "subtype6" "subtype6"
[307] "subtype4" "subtype1" "subtype7" "subtype2" "subtype5" "subtype1"
[313] "subtype3" "subtype4" "subtype3" "subtype4" "subtype6" "subtype7"
[319] "subtype7" "subtype3" "subtype4" "subtype4" "subtype6" "subtype3"
[325] "subtype7" "subtype4" "subtype1" "subtype6" "subtype6" "subtype3"
[331] "subtype4" "subtype2" "subtype2" "subtype3" "subtype3" "subtype5"
[337] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype6"
[343] "subtype5" "subtype2" "subtype2" "subtype2" "subtype4" "subtype2"
[349] "subtype2" "subtype2" "subtype4" "subtype2" "subtype2" "subtype2"
[355] "subtype4" "subtype4" "subtype5" "subtype6" "subtype1" "subtype5"
[361] "subtype5" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[367] "subtype3" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
[373] "subtype2" "subtype7" "subtype6" "subtype5" "subtype1" "subtype6"
[379] "subtype1" "subtype7" "subtype2" "subtype7" "subtype1" "subtype6"
[385] "subtype2" "subtype4" "subtype2" "subtype2" "subtype4" "subtype4"
[391] "subtype4" "subtype2" "subtype7" "subtype4" "subtype2" "subtype3"
[397] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[403] "subtype1" "subtype1" "subtype7" "subtype2" "subtype7" "subtype7"
[409] "subtype2" "subtype2" "subtype4" "subtype2" "subtype4" "subtype5"
[415] "subtype7" "subtype7" "subtype7" "subtype2" "subtype3" "subtype3"
[421] "subtype2" "subtype2" "subtype5" "subtype2" "subtype2" "subtype4"
[427] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[433] "subtype1" "subtype1" "subtype3" "subtype6" "subtype7" "subtype4"
[439] "subtype2" "subtype7" "subtype6" "subtype4" "subtype4" "subtype7"
[445] "subtype1" "subtype6" "subtype2" "subtype4" "subtype4" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype7" "subtype1"
[457] "subtype2" "subtype4" "subtype7" "subtype2" "subtype2" "subtype4"
[463] "subtype4" "subtype7" "subtype6" "subtype2" "subtype7" "subtype7"
[469] "subtype4" "subtype2" "subtype2" "subtype2" "subtype4" "subtype7"
[475] "subtype1" "subtype4" "subtype3" "subtype6" "subtype4" "subtype7"
[481] "subtype2" "subtype1" "subtype2" "subtype3" "subtype7" "subtype1"
[487] "subtype4" "subtype1" "subtype5" "subtype2" "subtype3" "subtype7"
[493] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype2"
[499] "subtype7" "subtype3" "subtype4" "subtype7" "subtype7" "subtype7"
[505] "subtype7" "subtype4" "subtype6" "subtype5" "subtype7" "subtype7"
  [1] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
  [7] "subtype4" "subtype1" "subtype5" "subtype6" "subtype1" "subtype1"
 [13] "subtype4" "subtype4" "subtype4" "subtype7" "subtype4" "subtype7"
 [19] "subtype5" "subtype3" "subtype6" "subtype1" "subtype6" "subtype1"
 [25] "subtype7" "subtype1" "subtype6" "subtype2" "subtype6" "subtype3"
 [31] "subtype2" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
 [37] "subtype7" "subtype1" "subtype7" "subtype2" "subtype1" "subtype3"
 [43] "subtype4" "subtype4" "subtype4" "subtype5" "subtype2" "subtype1"
 [49] "subtype4" "subtype5" "subtype7" "subtype7" "subtype4" "subtype2"
 [55] "subtype7" "subtype4" "subtype7" "subtype2" "subtype4" "subtype1"
 [61] "subtype1" "subtype2" "subtype5" "subtype2" "subtype1" "subtype1"
 [67] "subtype6" "subtype1" "subtype4" "subtype2" "subtype2" "subtype2"
 [73] "subtype3" "subtype4" "subtype5" "subtype2" "subtype3" "subtype2"
 [79] "subtype7" "subtype4" "subtype2" "subtype7" "subtype7" "subtype2"
 [85] "subtype7" "subtype4" "subtype7" "subtype1" "subtype2" "subtype7"
 [91] "subtype7" "subtype2" "subtype2" "subtype6" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype4" "subtype1" "subtype6" "subtype7"
[103] "subtype4" "subtype7" "subtype3" "subtype7" "subtype3" "subtype1"
[109] "subtype7" "subtype3" "subtype7" "subtype2" "subtype4" "subtype4"
[115] "subtype2" "subtype1" "subtype6" "subtype1" "subtype2" "subtype2"
[121] "subtype7" "subtype1" "subtype2" "subtype4" "subtype6" "subtype6"
[127] "subtype1" "subtype4" "subtype4" "subtype1" "subtype3" "subtype6"
[133] "subtype4" "subtype6" "subtype6" "subtype2" "subtype2" "subtype1"
[139] "subtype4" "subtype2" "subtype7" "subtype1" "subtype6" "subtype4"
[145] "subtype7" "subtype4" "subtype1" "subtype4" "subtype4" "subtype1"
[151] "subtype1" "subtype7" "subtype2" "subtype2" "subtype2" "subtype7"
[157] "subtype6" "subtype1" "subtype1" "subtype2" "subtype6" "subtype5"
[163] "subtype6" "subtype7" "subtype7" "subtype1" "subtype4" "subtype2"
[169] "subtype4" "subtype2" "subtype6" "subtype7" "subtype2" "subtype1"
[175] "subtype4" "subtype3" "subtype5" "subtype7" "subtype4" "subtype5"
[181] "subtype2" "subtype4" "subtype4" "subtype1" "subtype7" "subtype5"
[187] "subtype6" "subtype1" "subtype2" "subtype7" "subtype6" "subtype6"
[193] "subtype2" "subtype2" "subtype7" "subtype7" "subtype1" "subtype3"
[199] "subtype1" "subtype4" "subtype2" "subtype6" "subtype2" "subtype2"
[205] "subtype3" "subtype2" "subtype1" "subtype7" "subtype1" "subtype5"
[211] "subtype4" "subtype4" "subtype6" "subtype1" "subtype3" "subtype2"
[217] "subtype1" "subtype2" "subtype4" "subtype2" "subtype4" "subtype1"
[223] "subtype2" "subtype3" "subtype2" "subtype4" "subtype3" "subtype2"
[229] "subtype1" "subtype2" "subtype7" "subtype4" "subtype1" "subtype3"
[235] "subtype2" "subtype7" "subtype2" "subtype2" "subtype2" "subtype3"
[241] "subtype4" "subtype7" "subtype7" "subtype6" "subtype5" "subtype6"
[247] "subtype7" "subtype6" "subtype2" "subtype4" "subtype6" "subtype7"
[253] "subtype1" "subtype2" "subtype4" "subtype3" "subtype5" "subtype4"
[259] "subtype5" "subtype2" "subtype4" "subtype1" "subtype4" "subtype4"
[265] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype4"
[271] "subtype6" "subtype7" "subtype2" "subtype2" "subtype7" "subtype1"
[277] "subtype1" "subtype6" "subtype2" "subtype4" "subtype2" "subtype7"
[283] "subtype3" "subtype5" "subtype3" "subtype6" "subtype7" "subtype3"
[289] "subtype2" "subtype1" "subtype3" "subtype7" "subtype1" "subtype6"
[295] "subtype7" "subtype5" "subtype5" "subtype2" "subtype2" "subtype4"
[301] "subtype3" "subtype2" "subtype7" "subtype5" "subtype6" "subtype6"
[307] "subtype4" "subtype1" "subtype7" "subtype2" "subtype5" "subtype1"
[313] "subtype3" "subtype4" "subtype3" "subtype4" "subtype6" "subtype7"
[319] "subtype7" "subtype3" "subtype4" "subtype4" "subtype6" "subtype3"
[325] "subtype7" "subtype4" "subtype1" "subtype6" "subtype6" "subtype3"
[331] "subtype4" "subtype2" "subtype2" "subtype3" "subtype3" "subtype5"
[337] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype6"
[343] "subtype5" "subtype2" "subtype2" "subtype2" "subtype4" "subtype2"
[349] "subtype2" "subtype2" "subtype4" "subtype2" "subtype2" "subtype2"
[355] "subtype4" "subtype4" "subtype5" "subtype6" "subtype1" "subtype5"
[361] "subtype5" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[367] "subtype3" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
[373] "subtype2" "subtype7" "subtype6" "subtype5" "subtype1" "subtype6"
[379] "subtype1" "subtype7" "subtype2" "subtype7" "subtype1" "subtype6"
[385] "subtype2" "subtype4" "subtype2" "subtype2" "subtype4" "subtype4"
[391] "subtype4" "subtype2" "subtype7" "subtype4" "subtype2" "subtype3"
[397] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[403] "subtype1" "subtype1" "subtype7" "subtype2" "subtype7" "subtype7"
[409] "subtype2" "subtype2" "subtype4" "subtype2" "subtype4" "subtype5"
[415] "subtype7" "subtype7" "subtype7" "subtype2" "subtype3" "subtype3"
[421] "subtype2" "subtype2" "subtype5" "subtype2" "subtype2" "subtype4"
[427] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[433] "subtype1" "subtype1" "subtype3" "subtype6" "subtype7" "subtype4"
[439] "subtype2" "subtype7" "subtype6" "subtype4" "subtype4" "subtype7"
[445] "subtype1" "subtype6" "subtype2" "subtype4" "subtype4" "subtype3"
[451] "subtype3" "subtype2" "subtype2" "subtype2" "subtype7" "subtype1"
[457] "subtype2" "subtype4" "subtype7" "subtype2" "subtype2" "subtype4"
[463] "subtype4" "subtype7" "subtype6" "subtype2" "subtype7" "subtype7"
[469] "subtype4" "subtype2" "subtype2" "subtype2" "subtype4" "subtype7"
[475] "subtype1" "subtype4" "subtype3" "subtype6" "subtype4" "subtype7"
[481] "subtype2" "subtype1" "subtype2" "subtype3" "subtype7" "subtype1"
[487] "subtype4" "subtype1" "subtype5" "subtype2" "subtype3" "subtype7"
[493] "subtype1" "subtype4" "subtype4" "subtype4" "subtype4" "subtype2"
[499] "subtype7" "subtype3" "subtype4" "subtype7" "subtype7" "subtype7"
[505] "subtype7" "subtype4" "subtype6" "subtype5" "subtype7" "subtype7"
D3V2, continuous
D3V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   82    0
  subtype2  137    1
  subtype3   54    0
  subtype4   96    1
  subtype5   27    2
  subtype6   50    2
  subtype7   87    0
D3V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   54   28
  subtype2  107   31
  subtype3   36   18
  subtype4   73   24
  subtype5   25    4
  subtype6   43    9
  subtype7   68   19
D3V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   49   33
  subtype2   85   53
  subtype3   33   21
  subtype4   61   36
  subtype5   19   10
  subtype6   33   19
  subtype7   57   30

Clustering(4) Variable = MRNASEQ_CNMF
D4V1, survival
  [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] "subtype1" "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" "subtype1" "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] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[127] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[145] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[169] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[181] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[187] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[193] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[199] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[205] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[217] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[229] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[235] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[241] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[247] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[253] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[259] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[265] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[271] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[277] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[283] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[289] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[295] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[301] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[307] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[313] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[319] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[325] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[331] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[337] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[343] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[349] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[355] "subtype2" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[361] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[367] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[391] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[397] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[403] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[409] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[415] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[421] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[427] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[433] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[439] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[445] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[457] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[463] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[469] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[481] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[487] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[493] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[499] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[505] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[511] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[517] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[523] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[529] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[535] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[541] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[547] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[553] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[559] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[565] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[571] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[577] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[583] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[595] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[601] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[607] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[613] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[619] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[625] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[631] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[637] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[643] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[649] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[655] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[661] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[667] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[673] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[679] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[685] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[691] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[697] "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] "subtype1" "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" "subtype1" "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] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[127] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[145] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[169] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[181] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[187] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[193] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[199] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[205] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[217] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[229] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[235] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[241] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[247] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[253] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[259] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[265] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[271] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[277] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[283] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[289] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[295] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[301] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[307] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[313] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[319] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[325] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[331] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[337] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[343] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[349] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[355] "subtype2" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[361] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[367] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[391] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[397] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[403] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[409] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[415] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[421] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[427] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[433] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[439] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[445] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[457] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[463] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[469] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[481] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[487] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[493] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[499] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[505] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[511] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[517] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[523] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[529] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[535] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[541] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[547] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[553] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[559] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[565] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[571] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[577] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[583] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[595] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[601] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[607] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[613] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[619] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[625] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[631] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[637] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[643] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[649] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[655] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[661] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[667] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[673] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[679] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[685] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[691] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[697] "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] "subtype1" "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" "subtype1" "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] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[121] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[127] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[133] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[139] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[145] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype1" "subtype3" "subtype3" "subtype2" "subtype2"
[169] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[175] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[181] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[187] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[193] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[199] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[205] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[217] "subtype1" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[223] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[229] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
[235] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[241] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[247] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[253] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[259] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[265] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[271] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype1"
[277] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[283] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[289] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[295] "subtype2" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[301] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[307] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[313] "subtype3" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[319] "subtype3" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[325] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[331] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[337] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[343] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[349] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[355] "subtype2" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[361] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[367] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[391] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[397] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[403] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[409] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[415] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[421] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[427] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[433] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[439] "subtype1" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[445] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[457] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[463] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[469] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[475] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[481] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[487] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
[493] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[499] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[505] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[511] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[517] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[523] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
[529] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[535] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[541] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
[547] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[553] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[559] "subtype3" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[565] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[571] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[577] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[583] "subtype3" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[589] "subtype3" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[595] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[601] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[607] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[613] "subtype2" "subtype3" "subtype3" "subtype1" "subtype2" "subtype3"
[619] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[625] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[631] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[637] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[643] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[649] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[655] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
[661] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[667] "subtype2" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[673] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[679] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[685] "subtype1" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[691] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[697] "subtype3"
D4V2, continuous
D4V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  229    0
  subtype2  129    1
  subtype3  386    6
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      229      129      386
  MALE          0        1        6
D4V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  170   59
  subtype2   93   37
  subtype3  301   91
     clus
vv    subtype1 subtype2 subtype3
  NO        59       37       91
  YES      170       93      301
D4V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  139   90
  subtype2   70   60
  subtype3  249  143
     clus
vv    subtype1 subtype2 subtype3
  NO        90       60      143
  YES      139       70      249

Clustering(5) Variable = MRNASEQ_CHIERARCHICAL
D5V1, survival
  [1] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
  [7] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [13] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
 [19] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
 [25] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [31] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
 [37] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [43] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
 [55] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [61] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
 [67] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
 [73] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
 [79] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
 [85] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [91] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[103] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[109] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[127] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[133] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[145] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[157] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[163] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[169] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[181] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[187] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[193] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[205] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[211] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[217] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[223] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[229] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[235] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[241] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[247] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[253] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[259] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[265] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[271] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[277] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[295] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[301] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[313] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[319] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[325] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[331] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[337] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[343] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[349] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[355] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[367] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[373] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[379] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[385] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[397] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[403] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[409] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[415] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[433] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[439] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[445] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[451] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[457] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[463] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[469] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype2"
[481] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[487] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[493] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[499] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[505] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[511] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[517] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[523] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[529] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[535] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[541] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[547] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[553] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[559] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[565] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[571] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[577] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[583] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[589] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[595] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[601] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[607] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[613] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[625] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[631] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
[637] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[643] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[655] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[661] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[667] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[673] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[679] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[685] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[691] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[697] "subtype2"
  [1] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
  [7] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [13] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
 [19] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
 [25] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [31] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
 [37] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [43] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
 [55] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [61] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
 [67] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
 [73] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
 [79] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
 [85] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [91] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[103] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[109] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[127] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[133] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[145] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[157] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[163] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[169] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[181] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[187] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[193] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[205] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[211] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[217] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[223] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[229] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[235] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[241] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[247] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[253] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[259] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[265] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[271] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[277] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[295] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[301] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[313] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[319] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[325] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[331] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[337] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[343] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[349] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[355] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[367] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[373] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[379] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[385] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[397] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[403] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[409] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[415] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[433] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[439] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[445] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[451] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[457] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[463] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[469] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype2"
[481] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[487] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[493] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[499] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[505] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[511] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[517] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[523] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[529] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[535] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[541] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[547] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[553] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[559] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[565] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[571] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[577] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[583] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[589] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[595] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[601] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[607] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[613] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[625] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[631] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
[637] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[643] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[655] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[661] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[667] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[673] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[679] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[685] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[691] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[697] "subtype2"
  [1] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
  [7] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [13] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
 [19] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
 [25] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
 [31] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
 [37] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
 [43] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
 [49] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
 [55] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [61] "subtype1" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
 [67] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
 [73] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
 [79] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
 [85] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [91] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
 [97] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[103] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[109] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[121] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[127] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[133] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[139] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[145] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[157] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[163] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[169] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[175] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[181] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype2"
[187] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[193] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[205] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[211] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[217] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[223] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[229] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype3"
[235] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype1"
[241] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[247] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[253] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[259] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[265] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[271] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[277] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[295] "subtype3" "subtype2" "subtype1" "subtype2" "subtype3" "subtype3"
[301] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[307] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[313] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[319] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[325] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[331] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[337] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[343] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[349] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[355] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[361] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
[367] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[373] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[379] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[385] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[391] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[397] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
[403] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype2"
[409] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[415] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[421] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[427] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[433] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[439] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[445] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
[451] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[457] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[463] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[469] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype3" "subtype2" "subtype1" "subtype2"
[481] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype3"
[487] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[493] "subtype3" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[499] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[505] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype2"
[511] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[517] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[523] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[529] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[535] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[541] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[547] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[553] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[559] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[565] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[571] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[577] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[583] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[589] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[595] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[601] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[607] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[613] "subtype2" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[625] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[631] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
[637] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[643] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[655] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[661] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[667] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[673] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[679] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[685] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype2"
[691] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype2"
[697] "subtype2"
D5V2, continuous
D5V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  195    0
  subtype2  374    6
  subtype3  175    1
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      195      374      175
  MALE          0        6        1
D5V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  142   53
  subtype2  297   83
  subtype3  125   51
     clus
vv    subtype1 subtype2 subtype3
  NO        53       83       51
  YES      142      297      125
D5V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  117   78
  subtype2  250  130
  subtype3   91   85
     clus
vv    subtype1 subtype2 subtype3
  NO        78      130       85
  YES      117      250       91

Clustering(6) Variable = MIRSEQ_CNMF
D6V1, survival
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
  [7] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [43] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [49] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [67] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [85] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "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] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[157] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[163] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[169] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[175] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[193] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[199] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[205] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[211] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[223] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[235] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[241] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[247] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[253] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[259] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[265] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[271] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[277] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[283] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[289] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[295] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[301] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[307] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[313] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[319] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[325] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[331] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[337] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[343] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[349] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[367] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[373] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
[385] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[391] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[397] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[403] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[415] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[421] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[427] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[433] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[439] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[445] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[451] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[457] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[463] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[469] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[475] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[481] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[487] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[493] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[499] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[511] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[517] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[523] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[529] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[535] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[541] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[547] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[553] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[559] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[565] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[571] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[577] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[583] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[595] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[601] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[607] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[613] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[619] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[625] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[637] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[643] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[655] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[661] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[667] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[673] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[679] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[685] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[691] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[697] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[709] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[715] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[721] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[733] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[739] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[745] "subtype1" "subtype2" "subtype1" "subtype3"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
  [7] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [43] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [49] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [67] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [85] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "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] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[157] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[163] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[169] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[175] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[193] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[199] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[205] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[211] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[223] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[235] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[241] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[247] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[253] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[259] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[265] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[271] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[277] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[283] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[289] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[295] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[301] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[307] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[313] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[319] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[325] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[331] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[337] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[343] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[349] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[367] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[373] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
[385] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[391] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[397] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[403] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[415] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[421] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[427] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[433] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[439] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[445] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[451] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[457] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[463] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[469] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[475] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[481] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[487] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[493] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[499] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[511] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[517] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[523] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[529] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[535] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[541] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[547] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[553] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[559] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[565] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[571] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[577] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[583] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[595] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[601] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[607] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[613] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[619] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[625] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[637] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[643] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[655] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[661] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[667] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[673] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[679] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[685] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[691] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[697] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[709] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[715] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[721] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[733] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[739] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[745] "subtype1" "subtype2" "subtype1" "subtype3"
  [1] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
  [7] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [31] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype3"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [43] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
 [49] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [67] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
 [79] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [85] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "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] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[145] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[151] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[157] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[163] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[169] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype2"
[175] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[181] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[187] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[193] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[199] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[205] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[211] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[217] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[223] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[229] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[235] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[241] "subtype2" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[247] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[253] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype2"
[259] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[265] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[271] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype1"
[277] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[283] "subtype2" "subtype1" "subtype2" "subtype1" "subtype3" "subtype2"
[289] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[295] "subtype2" "subtype1" "subtype2" "subtype3" "subtype3" "subtype2"
[301] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype3"
[307] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[313] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[319] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[325] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype1"
[331] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[337] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[343] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[349] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
[367] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[373] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
[385] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[391] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
[397] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[403] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[409] "subtype1" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[415] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
[421] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[427] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[433] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[439] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[445] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[451] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[457] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[463] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
[469] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[475] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[481] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[487] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[493] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[499] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype1"
[505] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype1"
[511] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[517] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[523] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[529] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[535] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[541] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[547] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[553] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[559] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[565] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[571] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[577] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[583] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[589] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[595] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[601] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[607] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[613] "subtype2" "subtype1" "subtype1" "subtype2" "subtype3" "subtype1"
[619] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[625] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[631] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[637] "subtype1" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[643] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[655] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[661] "subtype1" "subtype3" "subtype2" "subtype1" "subtype2" "subtype2"
[667] "subtype2" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[673] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[679] "subtype3" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[685] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[691] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[697] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[709] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[715] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[721] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype1" "subtype1"
[733] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype2"
[739] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[745] "subtype1" "subtype2" "subtype1" "subtype3"
D6V2, continuous
D6V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  194    0
  subtype2  396    7
  subtype3  208    2
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      194      396      208
  MALE          0        7        2
D6V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  153   41
  subtype2  305   98
  subtype3  162   48
     clus
vv    subtype1 subtype2 subtype3
  NO        41       98       48
  YES      153      305      162
D6V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  117   77
  subtype2  251  152
  subtype3  141   69
     clus
vv    subtype1 subtype2 subtype3
  NO        77      152       69
  YES      117      251      141

Clustering(7) Variable = MIRSEQ_CHIERARCHICAL
D7V1, survival
  [1] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
  [7] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [43] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
 [49] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [55] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [67] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
 [73] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [79] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
 [85] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [91] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[103] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[109] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[115] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[121] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[133] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[139] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[145] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[151] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[157] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[181] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[187] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[193] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[205] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[217] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[223] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[229] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[235] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[241] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[247] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[253] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[265] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[271] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[277] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[283] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[289] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[295] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[301] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[307] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[313] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[319] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[325] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[331] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[343] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[367] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[373] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[385] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[391] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[397] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[403] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[409] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[415] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[421] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[427] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[439] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[445] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[451] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[457] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[463] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[469] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[481] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[487] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[493] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[499] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[505] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[511] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[517] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
[523] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[529] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[535] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[541] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[547] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[553] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[559] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[565] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[571] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[577] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[583] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[589] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[595] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[601] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[607] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[613] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[625] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[631] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[637] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[643] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[655] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[661] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[667] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[673] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[679] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[685] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[691] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[697] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[709] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[715] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[721] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[733] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[739] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[745] "subtype2" "subtype2" "subtype2" "subtype2"
  [1] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
  [7] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [43] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
 [49] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [55] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [67] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
 [73] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [79] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
 [85] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [91] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[103] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[109] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[115] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[121] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[133] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[139] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[145] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[151] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[157] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[181] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[187] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[193] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[205] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[217] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[223] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[229] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[235] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[241] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[247] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[253] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[265] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[271] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[277] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[283] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[289] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[295] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[301] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[307] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[313] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[319] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[325] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[331] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[343] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[367] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[373] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[385] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[391] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[397] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[403] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[409] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[415] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[421] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[427] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[439] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[445] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[451] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[457] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[463] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[469] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[481] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[487] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[493] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[499] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[505] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[511] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[517] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
[523] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[529] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[535] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[541] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[547] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[553] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[559] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[565] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[571] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[577] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[583] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[589] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[595] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[601] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[607] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[613] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[625] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[631] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[637] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[643] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[655] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[661] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[667] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[673] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[679] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[685] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[691] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[697] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[709] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[715] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[721] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[733] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[739] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[745] "subtype2" "subtype2" "subtype2" "subtype2"
  [1] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
  [7] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
 [13] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
 [19] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
 [31] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
 [37] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [43] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
 [49] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [55] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [61] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [67] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
 [73] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [79] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
 [85] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
 [91] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[103] "subtype3" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[109] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[115] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[121] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[127] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype1"
[133] "subtype2" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[139] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[145] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[151] "subtype1" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[157] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[169] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[175] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[181] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[187] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[193] "subtype3" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[199] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[205] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[211] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype1"
[217] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[223] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[229] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype1"
[235] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[241] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[247] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype3"
[253] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[259] "subtype1" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[265] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[271] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype2"
[277] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[283] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[289] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype2"
[295] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[301] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[307] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[313] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[319] "subtype2" "subtype2" "subtype2" "subtype1" "subtype1" "subtype3"
[325] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[331] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[337] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[343] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[355] "subtype3" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[361] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[367] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[373] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[379] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[385] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[391] "subtype2" "subtype1" "subtype3" "subtype1" "subtype2" "subtype3"
[397] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[403] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype1"
[409] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[415] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[421] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
[427] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
[439] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[445] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype1"
[451] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[457] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[463] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[469] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[475] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[481] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
[487] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[493] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[499] "subtype1" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[505] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype3"
[511] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[517] "subtype2" "subtype1" "subtype1" "subtype3" "subtype1" "subtype2"
[523] "subtype1" "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
[529] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[535] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[541] "subtype2" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
[547] "subtype1" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[553] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype2"
[559] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[565] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[571] "subtype1" "subtype1" "subtype2" "subtype3" "subtype2" "subtype2"
[577] "subtype2" "subtype3" "subtype2" "subtype2" "subtype1" "subtype2"
[583] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[589] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[595] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[601] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
[607] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[613] "subtype2" "subtype2" "subtype3" "subtype1" "subtype3" "subtype2"
[619] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[625] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[631] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[637] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[643] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[649] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[655] "subtype3" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[661] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype1"
[667] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype2"
[673] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[679] "subtype3" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
[685] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[691] "subtype1" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[697] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[703] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[709] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[715] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[721] "subtype2" "subtype2" "subtype3" "subtype2" "subtype1" "subtype3"
[727] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[733] "subtype3" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
[739] "subtype1" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[745] "subtype2" "subtype2" "subtype2" "subtype2"
D7V2, continuous
D7V3, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  218    5
  subtype2  419    4
  subtype3  161    0
        clus
vv       subtype1 subtype2 subtype3
  FEMALE      218      419      161
  MALE          5        4        0
D7V4, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  178   45
  subtype2  321  102
  subtype3  121   40
     clus
vv    subtype1 subtype2 subtype3
  NO        45      102       40
  YES      178      321      121
D7V5, binary
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1  150   73
  subtype2  259  164
  subtype3  100   61
     clus
vv    subtype1 subtype2 subtype3
  NO        73      164       61
  YES      150      259      100
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
                                "GENDER" 
                                      V4 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
                                      V5 
                   "NEOADJUVANT.THERAPY" 
> q(save="no")
