
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/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/UCEC-TP/6462233/UCEC-TP.mergedcluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/UCEC-TP/6154844/UCEC-TP.merged_data.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=.05", "-cQ=0.25", "-MF=ALL", "-oT=UCEC-TP", "-nV=Nozzle.R1", "-OP=AGGREGRATED_CLUSTER", "-iT=", "-iX=")
[1] "terrence_modification_tag"
[1] TRUE
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=UCEC-TP"
[1] "opt"                     "-OP=AGGREGRATED_CLUSTER"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"                 "AGGREGRATED_CLUSTER"
[1] "dx" ""  
[1] "cfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/UCEC-TP/6154844/UCEC-TP.merged_data.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/UCEC-TP/6462233/UCEC-TP.mergedcluster.txt"

nPatients in clinical file=481, in cluster file=525, common to both=480
[1]  12 480
[1] "MRNA_CNMF"
[1] 3
 1  2  3  4 
14 18 12 10 
 1  2  3  4 
14 18 12 10 
[1] "MRNA_CHIERARCHICAL"
[1] 3
 1  2  3 
19 19 16 
 1  2  3 
19 19 16 
[1] "CN_CNMF"
[1] 3
  1   2   3   4   5   6 
280  22 134  20  15   1 
  1   2   3   4   5 
280  22 134  20  15 
[1] "METHLYATION_CNMF"
[1] 3
  1   2   3 
131  78 155 
  1   2   3 
131  78 155 
[1] "RPPA_CNMF"
[1] 3
 1  2  3  4  5  6 
42 39 40 12 41 26 
 1  2  3  4  5  6 
42 39 40 12 41 26 
[1] "RPPA_CHIERARCHICAL"
[1] 3
  1   2 
124  76 
  1   2 
124  76 
[1] "MRNASEQ_CNMF"
[1] 3
  1   2   3   4 
157  78 112 124 
  1   2   3   4 
157  78 112 124 
[1] "MRNASEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
216  79 176 
  1   2   3 
216  79 176 
[1] "MIRSEQ_CNMF"
[1] 3
  1   2   3   4   5 
128 133  45  52 113 
  1   2   3   4   5 
128 133  45  52 113 
[1] "MIRSEQ_CHIERARCHICAL"
[1] 3
  1   2   3 
 13 207 251 
  1   2   3 
 13 207 251 
[1] "MIRSEQ_MATURE_CNMF"
[1] 3
  1   2   3 
149  83 112 
  1   2   3 
149  83 112 
[1] "MIRSEQ_MATURE_CHIERARCHICAL"
[1] 3
  1   2   3   4 
 90  85 140  29 
  1   2   3   4 
 90  85 140  29 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "YEARSTOBIRTH"                          
 [2] "VITALSTATUS"                           
 [3] "DAYSTODEATH"                           
 [4] "DAYSTOLASTFOLLOWUP"                    
 [5] "PRIMARYSITEOFDESEASE"                  
 [6] "NEOPLASM.DISEASESTAGE"                 
 [7] "PATHOLOGY.T.STAGE"                     
 [8] "PATHOLOGY.N.STAGE"                     
 [9] "PATHOLOGY.M.STAGE"                     
[10] "DCCUPLOADDATE"                         
[11] "GENDER"                                
[12] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
[13] "DAYSTOLASTKNOWNALIVE"                  
[14] "RADIATIONTHERAPY"                      
[15] "HISTOLOGICALTYPE"                      
[16] "RADIATIONS.RADIATION.REGIMENINDICATION"
[17] "COMPLETENESS.OF.RESECTION"             
[18] "GLEASON_SCORE"                         
[19] "PSA_VALUE"                             
[20] "DAYS_TO_PSA"                           
[21] "BATCHNUMBER"                           

Input Data has 21 rows and 480 columns.

[1] "Batch" "21"   
[1] "Last Follow UP"
TCGA-A5-A0G1 TCGA-A5-A0G2 TCGA-A5-A0G3 TCGA-A5-A0G5 TCGA-A5-A0G9 TCGA-A5-A0GA 
          NA         4548         1428         1126         2540           NA 
TCGA-A5-A0GB TCGA-A5-A0GD TCGA-A5-A0GE TCGA-A5-A0GG TCGA-A5-A0GH TCGA-A5-A0GI 
         997           97         3205         2656         2253         1750 
TCGA-A5-A0GJ TCGA-A5-A0GM TCGA-A5-A0GN TCGA-A5-A0GP TCGA-A5-A0GQ TCGA-A5-A0GR 
        2000         1840         1841         1416         1167         1120 
TCGA-A5-A0GU TCGA-A5-A0GV TCGA-A5-A0GW TCGA-A5-A0GX TCGA-A5-A0R6 TCGA-A5-A0R7 
         859          633          706         2087          607          534 
TCGA-A5-A0R8 TCGA-A5-A0R9 TCGA-A5-A0RA TCGA-A5-A0VO TCGA-A5-A0VP TCGA-A5-A0VQ 
         595          749          883          364         1287          485 
TCGA-A5-A1OF TCGA-A5-A1OG TCGA-A5-A1OH TCGA-A5-A1OJ TCGA-A5-A1OK TCGA-A5-A2K2 
         241          348         1104          292          243         2768 
TCGA-A5-A2K3 TCGA-A5-A2K4 TCGA-A5-A2K5 TCGA-A5-A2K7 TCGA-A5-A3LO TCGA-A5-A3LP 
        1409           NA          161          156          223          455 
TCGA-AJ-A23M TCGA-AJ-A23N TCGA-AJ-A23O TCGA-AJ-A2QK TCGA-AJ-A2QL TCGA-AJ-A2QM 
          31           33           60           12          602           31 
TCGA-AJ-A2QN TCGA-AJ-A2QO TCGA-AJ-A3BD TCGA-AJ-A3BF TCGA-AJ-A3BG TCGA-AJ-A3BH 
          61           91           15           34           31           NA 
TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3EJ TCGA-AJ-A3EK TCGA-AJ-A3EL TCGA-AJ-A3EM 
          61           51           NA           64           65           50 
TCGA-AJ-A3I9 TCGA-AJ-A3IA TCGA-AJ-A3NC TCGA-AJ-A3NE TCGA-AJ-A3NF TCGA-AJ-A3NG 
          39           28          210           78           41           52 
TCGA-AJ-A3NH TCGA-AJ-A3OJ TCGA-AJ-A3OK TCGA-AJ-A3OL TCGA-AJ-A3QS TCGA-AJ-A3TW 
          23           59          142           57           56           51 
TCGA-AP-A051 TCGA-AP-A052 TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A056 TCGA-AP-A059 
        2545           NA          181           NA         2618          250 
TCGA-AP-A05A TCGA-AP-A05D TCGA-AP-A05H TCGA-AP-A05J TCGA-AP-A05N TCGA-AP-A05O 
        1198         1758         1385         1122          239          371 
TCGA-AP-A05P TCGA-AP-A0L8 TCGA-AP-A0L9 TCGA-AP-A0LD TCGA-AP-A0LE TCGA-AP-A0LF 
         636           NA         3814         3589         3357          103 
TCGA-AP-A0LG TCGA-AP-A0LH TCGA-AP-A0LI TCGA-AP-A0LJ TCGA-AP-A0LL TCGA-AP-A0LM 
        1921           NA         2972          965         2554          825 
TCGA-AP-A0LN TCGA-AP-A0LO TCGA-AP-A0LP TCGA-AP-A0LQ TCGA-AP-A0LS TCGA-AP-A0LT 
        2510           NA         1875         2457         1918         1497 
TCGA-AP-A0LV TCGA-AP-A1DH TCGA-AP-A1DK TCGA-AP-A1DM TCGA-AP-A1DO TCGA-AP-A1DP 
         763         2180         1836         1700          952           NA 
TCGA-AP-A1DQ TCGA-AP-A1DR TCGA-AP-A1DV TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AP-A1E3 
        1275         1495          204          940          317          847 
TCGA-AP-A1E4 TCGA-AP-A3K1 TCGA-AP-A5FX TCGA-AW-A1PO TCGA-AX-A05S TCGA-AX-A05T 
         494          555         1026           17           NA          603 
TCGA-AX-A05U TCGA-AX-A05W TCGA-AX-A05Y TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A062 
         902         2078         2191         1413         1075         1398 
TCGA-AX-A063 TCGA-AX-A064 TCGA-AX-A06B TCGA-AX-A06D TCGA-AX-A06F TCGA-AX-A06H 
        2024         1064         1639           NA         1554          833 
TCGA-AX-A06J TCGA-AX-A06L TCGA-AX-A0IS TCGA-AX-A0IU TCGA-AX-A0IW TCGA-AX-A0IZ 
         913         1844         1065          868         1148         1333 
TCGA-AX-A0J0 TCGA-AX-A0J1 TCGA-AX-A1C4 TCGA-AX-A1C5 TCGA-AX-A1C7 TCGA-AX-A1C8 
        1219         2004          404          584          515          412 
TCGA-AX-A1C9 TCGA-AX-A1CA TCGA-AX-A1CC TCGA-AX-A1CE TCGA-AX-A1CF TCGA-AX-A1CI 
         464          617          378          610         2337         2207 
TCGA-AX-A1CJ TCGA-AX-A1CK TCGA-AX-A1CN TCGA-AX-A1CP TCGA-AX-A1CR TCGA-AX-A2H2 
        1645         2052          764         1107          337           NA 
TCGA-AX-A2H4 TCGA-AX-A2H5 TCGA-AX-A2H7 TCGA-AX-A2H8 TCGA-AX-A2HA TCGA-AX-A2HC 
          NA         2167         1020         1861         2090         1016 
TCGA-AX-A2HD TCGA-AX-A2HF TCGA-AX-A2HG TCGA-AX-A2HH TCGA-AX-A2HJ TCGA-AX-A2HK 
        1232          489          660          539          831           NA 
TCGA-AX-A2IN TCGA-AX-A2IO TCGA-AX-A3FS TCGA-AX-A3FT TCGA-AX-A3FW TCGA-AX-A3FX 
          NA         1176            7            3           10            4 
TCGA-AX-A3FZ TCGA-AX-A3G1 TCGA-AX-A3G3 TCGA-AX-A3G4 TCGA-AX-A3G6 TCGA-AX-A3G7 
           6           NA            1            4           NA            7 
TCGA-AX-A3G8 TCGA-AX-A3G9 TCGA-AX-A3GB TCGA-AX-A3GI TCGA-B5-A0JN TCGA-B5-A0JR 
          36          254          440            4         2445         1731 
TCGA-B5-A0JS TCGA-B5-A0JT TCGA-B5-A0JU TCGA-B5-A0JV TCGA-B5-A0JX TCGA-B5-A0JY 
        1422         1312         1483         1237         1360         1003 
TCGA-B5-A0JZ TCGA-B5-A0K0 TCGA-B5-A0K1 TCGA-B5-A0K2 TCGA-B5-A0K3 TCGA-B5-A0K4 
         871          862          928          788          700          544 
TCGA-B5-A0K6 TCGA-B5-A0K7 TCGA-B5-A0K8 TCGA-B5-A0K9 TCGA-B5-A0KB TCGA-B5-A11E 
         426          519          542          335          124          265 
TCGA-B5-A11F TCGA-B5-A11G TCGA-B5-A11H TCGA-B5-A11I TCGA-B5-A11J TCGA-B5-A11L 
        5650         3447         2687         2303         1656         1396 
TCGA-B5-A11M TCGA-B5-A11N TCGA-B5-A11O TCGA-B5-A11P TCGA-B5-A11Q TCGA-B5-A11R 
        1361         1337         1245         1120          975         1019 
TCGA-B5-A11S TCGA-B5-A11U TCGA-B5-A11V TCGA-B5-A11W TCGA-B5-A11X TCGA-B5-A11Y 
         831          509          594          592          595          559 
TCGA-B5-A11Z TCGA-B5-A121 TCGA-B5-A1MR TCGA-B5-A1MS TCGA-B5-A1MU TCGA-B5-A1MV 
         528          504         5835           NA           NA          438 
TCGA-B5-A1MW TCGA-B5-A1MX TCGA-B5-A1MY TCGA-B5-A1MZ TCGA-B5-A1N2 TCGA-B5-A3FC 
         447          355           NA          465          389         1890 
TCGA-B5-A3S1 TCGA-BG-A0LW TCGA-BG-A0LX TCGA-BG-A0M0 TCGA-BG-A0M2 TCGA-BG-A0M3 
         152          565          613          587          636         1071 
TCGA-BG-A0M4 TCGA-BG-A0M6 TCGA-BG-A0M7 TCGA-BG-A0M8 TCGA-BG-A0M9 TCGA-BG-A0MA 
        1064          241         1167         1110          860           NA 
TCGA-BG-A0MC TCGA-BG-A0MG TCGA-BG-A0MH TCGA-BG-A0MI TCGA-BG-A0MK TCGA-BG-A0MO 
        1263         1477         1341           NA           NA         1308 
TCGA-BG-A0MQ TCGA-BG-A0MS TCGA-BG-A0MT TCGA-BG-A0MU TCGA-BG-A0RY TCGA-BG-A0VT 
        1196          937          644          616          469          224 
TCGA-BG-A0VV TCGA-BG-A0VW TCGA-BG-A0VX TCGA-BG-A0VZ TCGA-BG-A0W1 TCGA-BG-A0W2 
         260          131          490          868          907         1151 
TCGA-BG-A0YU TCGA-BG-A0YV TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B 
         451          382          419          448          426          470 
TCGA-BG-A18C TCGA-BG-A220 TCGA-BG-A221 TCGA-BG-A222 TCGA-BG-A2AD TCGA-BG-A2AE 
         470          434           55          291           NA           16 
TCGA-BG-A2L7 TCGA-BG-A3EW TCGA-BG-A3PP TCGA-BK-A0C9 TCGA-BK-A0CA TCGA-BK-A0CB 
         177          344          207          386         1064          188 
TCGA-BK-A0CC TCGA-BK-A139 TCGA-BK-A13B TCGA-BK-A13C TCGA-BK-A26L TCGA-BK-A4ZD 
         311          309          966          760          734          211 
TCGA-BK-A56F TCGA-BS-A0T9 TCGA-BS-A0TA TCGA-BS-A0TC TCGA-BS-A0TD TCGA-BS-A0TE 
         200           NA          714         2602         2378           NA 
TCGA-BS-A0TG TCGA-BS-A0TI TCGA-BS-A0TJ TCGA-BS-A0U5 TCGA-BS-A0U7 TCGA-BS-A0U8 
        2370         1882         2068         2935           NA         2963 
TCGA-BS-A0U9 TCGA-BS-A0UA TCGA-BS-A0UF TCGA-BS-A0UJ TCGA-BS-A0UL TCGA-BS-A0UM 
        2044         2686         2611         2506         2481         2643 
TCGA-BS-A0UT TCGA-BS-A0UV TCGA-BS-A0V4 TCGA-BS-A0V6 TCGA-BS-A0V7 TCGA-BS-A0V8 
        2212         2228         1810         1910         1934         1507 
TCGA-BS-A0VI TCGA-BS-A0WQ TCGA-D1-A0ZN TCGA-D1-A0ZO TCGA-D1-A0ZP TCGA-D1-A0ZQ 
        1921         2021          512          602          911          260 
TCGA-D1-A0ZR TCGA-D1-A0ZS TCGA-D1-A0ZU TCGA-D1-A0ZV TCGA-D1-A0ZZ TCGA-D1-A101 
          17          147          872          728          685           53 
TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15V TCGA-D1-A15W TCGA-D1-A15X TCGA-D1-A15Z 
         135          669         1201          915          909           NA 
TCGA-D1-A160 TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A163 TCGA-D1-A165 TCGA-D1-A167 
         112          892         1145          991           20          478 
TCGA-D1-A168 TCGA-D1-A169 TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F 
        1098         1135         1106         1141         1119           80 
TCGA-D1-A16G TCGA-D1-A16I TCGA-D1-A16J TCGA-D1-A16N TCGA-D1-A16O TCGA-D1-A16Q 
          NA           NA          909          945         1022          324 
TCGA-D1-A16R TCGA-D1-A16S TCGA-D1-A16V TCGA-D1-A16X TCGA-D1-A16Y TCGA-D1-A174 
          21          568           43          111          532          594 
TCGA-D1-A175 TCGA-D1-A176 TCGA-D1-A177 TCGA-D1-A179 TCGA-D1-A17A TCGA-D1-A17B 
         202          917          548          206           48          212 
TCGA-D1-A17C TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17H TCGA-D1-A17K TCGA-D1-A17L 
          30          926           39          852          854          802 
TCGA-D1-A17M TCGA-D1-A17N TCGA-D1-A17Q TCGA-D1-A17R TCGA-D1-A17S TCGA-D1-A17T 
         311           46           54           NA          739           70 
TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NU TCGA-D1-A1NW TCGA-D1-A1NX TCGA-D1-A1NY 
         697           43          402           22          555          513 
TCGA-D1-A1NZ TCGA-D1-A1O0 TCGA-D1-A1O5 TCGA-D1-A1O7 TCGA-D1-A1O8 TCGA-D1-A2G0 
         548           63          458           32           NA          107 
TCGA-D1-A2G5 TCGA-D1-A2G6 TCGA-D1-A2G7 TCGA-D1-A3DA TCGA-D1-A3DG TCGA-D1-A3DH 
        1260           NA         1365            8          130          125 
TCGA-DI-A0WH TCGA-DI-A1BU TCGA-DI-A1BY TCGA-DI-A1C3 TCGA-DI-A1NN TCGA-DI-A1NO 
         495         1195         1114          739         1076           NA 
TCGA-DI-A2QT TCGA-DI-A2QU TCGA-DI-A2QY TCGA-E6-A1LX TCGA-E6-A1LZ TCGA-E6-A1M0 
          NA           NA         2797          711         1471          518 
TCGA-E6-A2P8 TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A1QX TCGA-EC-A24G TCGA-EO-A1Y5 
          NA          202          487          223          510          332 
TCGA-EO-A1Y7 TCGA-EO-A1Y8 TCGA-EO-A22R TCGA-EO-A22S TCGA-EO-A22T TCGA-EO-A22U 
         243          328          972         1066         1004          825 
TCGA-EO-A22X TCGA-EO-A22Y TCGA-EO-A2CG TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EO-A3AU 
         981          761          974           NA         1046          589 
TCGA-EO-A3AY TCGA-EY-A1G7 TCGA-EY-A1G8 TCGA-EY-A1GC TCGA-EY-A1GD TCGA-EY-A1GE 
         392           NA           NA          138          248          741 
TCGA-EY-A1GF TCGA-EY-A1GH TCGA-EY-A1GI TCGA-EY-A1GJ TCGA-EY-A1GK TCGA-EY-A1GL 
         826          709          709          727          693          424 
TCGA-EY-A1GM TCGA-EY-A1GO TCGA-EY-A1GP TCGA-EY-A1GQ TCGA-EY-A1GR TCGA-EY-A1GS 
         209          586          573          544          536          459 
TCGA-EY-A1GT TCGA-EY-A1GU TCGA-EY-A1GV TCGA-EY-A1GW TCGA-EY-A1GX TCGA-EY-A1H0 
         490          378          481          260          197          588 
TCGA-EY-A210 TCGA-EY-A212 TCGA-EY-A214 TCGA-EY-A215 TCGA-EY-A2OM TCGA-EY-A2ON 
         383          109          438          574          694          409 
TCGA-EY-A2OO TCGA-EY-A2OP TCGA-EY-A2OQ TCGA-EY-A3L3 TCGA-EY-A3QX TCGA-EY-A4KR 
        1392          943          884          832          421          196 
TCGA-EY-A547 TCGA-EY-A548 TCGA-EY-A549 TCGA-EY-A54A TCGA-EY-A5W2 TCGA-FI-A2CX 
         544           65          212          113          160         1217 
TCGA-FI-A2CY TCGA-FI-A2D0 TCGA-FI-A2D2 TCGA-FI-A2D4 TCGA-FI-A2D5 TCGA-FI-A2D6 
        1064         1034         1095           NA           NA          273 
TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX TCGA-FI-A2EY TCGA-FI-A2F4 TCGA-FI-A2F8 
        2953         1795          276           NA          880          761 
TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-H5-A2HR TCGA-K6-A3WQ TCGA-KJ-A3U4 TCGA-PG-A5BC 
         791           NA           53          203           73          329 
Variable 1:'AGE':	nDistinctValues=59,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 3:'DAYSTODEATH':	nDistinctValues=55,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'DAYSTOLASTFOLLOWUP':	nDistinctValues=389,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 5:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'NEOPLASM.DISEASESTAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 7:'PATHOLOGY.T.STAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 8:'PATHOLOGY.N.STAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 9:'PATHOLOGY.M.STAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 10:'DCCUPLOADDAY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 11:'GENDER':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 12:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=17,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 13:'DAYSTOLASTKNOWNALIVE':	nDistinctValues=17,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 14:'RADIATION.THERAPY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 15:'HISTOLOGICAL.TYPE':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 16:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 17:'COMPLETENESS.OF.RESECTION':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 18:'GLEASON_SCORE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 19:'PSA_VALUE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 20:'DAYS_TO_PSA':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 21:'BATCH.NUMBER':	nDistinctValues=25,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"                                   
[2] "HISTOLOGICAL.TYPE"                     
[3] "RADIATIONS.RADIATION.REGIMENINDICATION"
[4] "COMPLETENESS.OF.RESECTION"             
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 480 columns, 1 survival variables, and 4 non-survival variables.
AGE, nv=59, binary=FALSE, numeric=TRUE
HISTOLOGICAL.TYPE, nv=3, binary=FALSE, numeric=FALSE
RADIATIONS.RADIATION.REGIMENINDICATION, nv=2, binary=FALSE, numeric=FALSE
COMPLETENESS.OF.RESECTION, nv=4, binary=FALSE, numeric=FALSE

Clustering(1) Variable = MRNA_CNMF
D1V1, survival
          sevent
clus2       0  1
  subtype1 12  2
  subtype2 14  4
  subtype3 11  1
  subtype4  8  2
subtype1 subtype2 subtype3 subtype4 
      14       18       12       10 
subtype1 subtype2 subtype3 subtype4 
       2        4        1        2 
$subtype1
TCGA-A5-A0G2 TCGA-A5-A0G5 TCGA-A5-A0GA TCGA-A5-A0GB TCGA-AP-A051 TCGA-AP-A0LT 
      149.52        37.02        17.85        32.78        83.67        49.22 
TCGA-AX-A05S TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A063 TCGA-AX-A064 TCGA-AX-A06F 
       13.58        46.45        35.34        66.54        34.98        51.09 
TCGA-B5-A0JR TCGA-B5-A0JZ 
       56.91        28.64 

$subtype2
TCGA-A5-A0G3 TCGA-A5-A0GH TCGA-AP-A052 TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A056 
       46.95        74.07        21.99         5.95        23.31        86.07 
TCGA-AP-A05A TCGA-AP-A05D TCGA-AP-A05H TCGA-AP-A05J TCGA-AP-A0L8 TCGA-AP-A0L9 
       39.39        57.80        45.53        36.89        48.79       125.39 
TCGA-AP-A0LD TCGA-AX-A06B TCGA-AX-A0IW TCGA-AX-A0J1 TCGA-B5-A0K4 TCGA-BK-A0CC 
      117.99        53.88        37.74        65.88        17.88        10.22 

$subtype3
TCGA-A5-A0GE TCGA-A5-A0GP TCGA-AP-A05P TCGA-AP-A0LH TCGA-AP-A0LJ TCGA-AX-A05T 
      105.37        46.55        20.91        36.36        31.73        19.82 
TCGA-AX-A05U TCGA-AX-A05W TCGA-AX-A05Y TCGA-AX-A06J TCGA-B5-A0K1 TCGA-BK-A0C9 
       29.65        68.32        72.03        30.02        30.51        12.69 

$subtype4
TCGA-A5-A0GM TCGA-A5-A0GU TCGA-AP-A05N TCGA-AP-A0LG TCGA-AP-A0LN TCGA-AP-A0LV 
       60.49        28.24         7.86        63.16        82.52        25.08 
TCGA-AX-A062 TCGA-B5-A0K0 TCGA-BG-A0LW TCGA-BG-A0MI 
       45.96        28.34        18.58        23.47 

subtype1 subtype2 subtype3 subtype4 
   13.58     5.95    12.69     7.86 
subtype1 subtype2 subtype3 subtype4 
  149.52   125.39   105.37    82.52 
subtype1 subtype2 subtype3 subtype4 
  41.735   46.240   31.120   28.290 
[1] "13.6 - 149.5 (41.7)" "6.0 - 125.4 (46.2)"  "12.7 - 105.4 (31.1)"
[4] "7.9 - 82.5 (28.3)"  
 [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [7] "subtype2" "subtype4" "subtype3" "subtype4" "subtype1" "subtype2"
[13] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[19] "subtype2" "subtype4" "subtype3" "subtype2" "subtype2" "subtype2"
[25] "subtype4" "subtype3" "subtype3" "subtype4" "subtype1" "subtype4"
[31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[37] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
[43] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype4"
[49] "subtype3" "subtype2" "subtype4" "subtype4" "subtype3" "subtype2"
 [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [7] "subtype2" "subtype4" "subtype3" "subtype4" "subtype1" "subtype2"
[13] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[19] "subtype2" "subtype4" "subtype3" "subtype2" "subtype2" "subtype2"
[25] "subtype4" "subtype3" "subtype3" "subtype4" "subtype1" "subtype4"
[31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[37] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
[43] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype4"
[49] "subtype3" "subtype2" "subtype4" "subtype4" "subtype3" "subtype2"
 [1] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [7] "subtype2" "subtype4" "subtype3" "subtype4" "subtype1" "subtype2"
[13] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[19] "subtype2" "subtype4" "subtype3" "subtype2" "subtype2" "subtype2"
[25] "subtype4" "subtype3" "subtype3" "subtype4" "subtype1" "subtype4"
[31] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[37] "subtype1" "subtype4" "subtype1" "subtype1" "subtype2" "subtype1"
[43] "subtype3" "subtype2" "subtype2" "subtype1" "subtype1" "subtype4"
[49] "subtype3" "subtype2" "subtype4" "subtype4" "subtype3" "subtype2"
D1V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      12
  subtype2                                       8
  subtype3                                      11
  subtype4                                      10
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             0                                 2
  subtype2                             0                                10
  subtype3                             1                                 0
  subtype4                             0                                 0
D1V3, multiclass
D1V4, binary
          cls
clus        0  1
  subtype1  8  6
  subtype2 12  6
  subtype3  3  9
  subtype4  2  8
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1    8    6
  subtype2   12    6
  subtype3    3    9
  subtype4    2    8
     clus
vv    subtype1 subtype2 subtype3 subtype4
  NO         8       12        3        2
  YES        6        6        9        8
          vv
clus       R0 R1 R2 RX
  subtype1  8  2  1  0
  subtype2 14  1  1  1
  subtype3  9  2  0  0
  subtype4  8  1  0  0
D1V5, multiclass

Clustering(2) Variable = MRNA_CHIERARCHICAL
D2V1, survival
          sevent
clus2       0  1
  subtype1 16  3
  subtype2 17  2
  subtype3 12  4
subtype1 subtype2 subtype3 
      19       19       16 
subtype1 subtype2 subtype3 
       3        2        4 
$subtype1
TCGA-A5-A0G2 TCGA-A5-A0G5 TCGA-A5-A0GA TCGA-A5-A0GB TCGA-A5-A0GP TCGA-AP-A051 
      149.52        37.02        17.85        32.78        46.55        83.67 
TCGA-AP-A056 TCGA-AP-A0LG TCGA-AP-A0LH TCGA-AP-A0LT TCGA-AX-A05S TCGA-AX-A05W 
       86.07        63.16        36.36        49.22        13.58        68.32 
TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A063 TCGA-AX-A064 TCGA-AX-A06F TCGA-B5-A0JR 
       46.45        35.34        66.54        34.98        51.09        56.91 
TCGA-B5-A0JZ 
       28.64 

$subtype2
TCGA-A5-A0GE TCGA-A5-A0GM TCGA-A5-A0GU TCGA-AP-A05N TCGA-AP-A05P TCGA-AP-A0LJ 
      105.37        60.49        28.24         7.86        20.91        31.73 
TCGA-AP-A0LN TCGA-AP-A0LV TCGA-AX-A05T TCGA-AX-A05U TCGA-AX-A05Y TCGA-AX-A062 
       82.52        25.08        19.82        29.65        72.03        45.96 
TCGA-AX-A06J TCGA-B5-A0K0 TCGA-B5-A0K1 TCGA-B5-A0K4 TCGA-BG-A0LW TCGA-BG-A0MI 
       30.02        28.34        30.51        17.88        18.58        23.47 
TCGA-BK-A0C9 
       12.69 

$subtype3
TCGA-A5-A0G3 TCGA-A5-A0GH TCGA-AP-A052 TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A05A 
       46.95        74.07        21.99         5.95        23.31        39.39 
TCGA-AP-A05D TCGA-AP-A05H TCGA-AP-A05J TCGA-AP-A0L8 TCGA-AP-A0L9 TCGA-AP-A0LD 
       57.80        45.53        36.89        48.79       125.39       117.99 
TCGA-AX-A06B TCGA-AX-A0IW TCGA-AX-A0J1 TCGA-BK-A0CC 
       53.88        37.74        65.88        10.22 

subtype1 subtype2 subtype3 
   13.58     7.86     5.95 
subtype1 subtype2 subtype3 
  149.52   105.37   125.39 
subtype1 subtype2 subtype3 
   46.55    28.34    46.24 
[1] "13.6 - 149.5 (46.5)" "7.9 - 105.4 (28.3)"  "6.0 - 125.4 (46.2)" 
 [1] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [7] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[13] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[19] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[25] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[31] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[37] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[43] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[49] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
 [1] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [7] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[13] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[19] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[25] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[31] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[37] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[43] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[49] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
 [1] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype2"
 [7] "subtype3" "subtype2" "subtype1" "subtype2" "subtype1" "subtype3"
[13] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[19] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[25] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype2"
[31] "subtype1" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[37] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
[43] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
[49] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype3"
D2V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      16
  subtype2                                      19
  subtype3                                       6
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             1                                 2
  subtype2                             0                                 0
  subtype3                             0                                10
D2V3, multiclass
D2V4, binary
          cls
clus        0  1
  subtype1 11  8
  subtype2  4 15
  subtype3 10  6
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   11    8
  subtype2    4   15
  subtype3   10    6
     clus
vv    subtype1 subtype2 subtype3
  NO        11        4       10
  YES        8       15        6
          vv
clus       R0 R1 R2 RX
  subtype1 13  2  1  0
  subtype2 13  3  0  0
  subtype3 13  1  1  1
D2V5, multiclass

Clustering(3) Variable = CN_CNMF
D3V1, survival
          sevent
clus2        0   1
  subtype1 256  22
  subtype2  17   5
  subtype3 109  24
  subtype4  17   3
  subtype5  12   3
subtype1 subtype2 subtype3 subtype4 subtype5 
     278       22      133       20       15 
subtype1 subtype2 subtype3 subtype4 subtype5 
      22        5       24        3        3 
$subtype1
TCGA-A5-A0G1 TCGA-A5-A0G9 TCGA-A5-A0GA TCGA-A5-A0GB TCGA-A5-A0GD TCGA-A5-A0GE 
      106.88        83.51        17.85        32.78         3.19       105.37 
TCGA-A5-A0GG TCGA-A5-A0GH TCGA-A5-A0GI TCGA-A5-A0GM TCGA-A5-A0GP TCGA-A5-A0GQ 
       87.32        74.07        57.53        60.49        46.55        38.37 
TCGA-A5-A0GU TCGA-A5-A0GW TCGA-A5-A0GX TCGA-A5-A0R8 TCGA-A5-A0R9 TCGA-A5-A0RA 
       28.24        23.21        68.61        19.56        24.62        29.03 
TCGA-A5-A0VP TCGA-A5-A0VQ TCGA-A5-A1OF TCGA-A5-A1OJ TCGA-A5-A1OK TCGA-A5-A2K5 
       42.31        15.95         7.92         9.60         7.99         5.29 
TCGA-A5-A2K7 TCGA-AJ-A23O TCGA-AJ-A2QL TCGA-AJ-A2QO TCGA-AJ-A3BG TCGA-AJ-A3BK 
        5.13         1.97        19.79         2.99         1.02         1.68 
TCGA-AJ-A3EK TCGA-AJ-A3EL TCGA-AJ-A3NC TCGA-AJ-A3NE TCGA-AJ-A3OJ TCGA-AJ-A3OK 
        2.10         2.14         6.90         2.56         1.94         4.67 
TCGA-AJ-A3OL TCGA-AP-A051 TCGA-AP-A054 TCGA-AP-A056 TCGA-AP-A059 TCGA-AP-A05N 
        1.87        83.67        23.31        86.07         8.22         7.86 
TCGA-AP-A05O TCGA-AP-A05P TCGA-AP-A0LD TCGA-AP-A0LE TCGA-AP-A0LG TCGA-AP-A0LH 
       12.20        20.91       117.99       110.37        63.16        36.36 
TCGA-AP-A0LJ TCGA-AP-A0LL TCGA-AP-A0LM TCGA-AP-A0LN TCGA-AP-A0LP TCGA-AP-A0LQ 
       31.73        83.97        27.12        82.52        61.64        80.78 
TCGA-AP-A0LS TCGA-AP-A0LT TCGA-AP-A0LV TCGA-AP-A1DH TCGA-AP-A1DK TCGA-AP-A1DM 
       63.06        49.22        25.08        71.67        60.36        55.89 
TCGA-AP-A1DP TCGA-AP-A1DR TCGA-AP-A1DV TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AP-A1E3 
       35.54        49.15         6.71        30.90        10.42        27.85 
TCGA-AP-A1E4 TCGA-AX-A05S TCGA-AX-A05T TCGA-AX-A05U TCGA-AX-A05Y TCGA-AX-A05Z 
       16.24        13.58        19.82        29.65        72.03        46.45 
TCGA-AX-A060 TCGA-AX-A062 TCGA-AX-A063 TCGA-AX-A064 TCGA-AX-A06D TCGA-AX-A06F 
       35.34        45.96        66.54        34.98        12.26        51.09 
TCGA-AX-A06H TCGA-AX-A06J TCGA-AX-A06L TCGA-AX-A0IS TCGA-AX-A0IZ TCGA-AX-A0J0 
       27.39        30.02        60.62        35.01        43.82        40.08 
TCGA-AX-A0J1 TCGA-AX-A1C4 TCGA-AX-A1C5 TCGA-AX-A1C9 TCGA-AX-A1CC TCGA-AX-A1CE 
       65.88        13.28        19.20        15.25        12.43        20.05 
TCGA-AX-A1CI TCGA-AX-A1CJ TCGA-AX-A1CK TCGA-AX-A1CN TCGA-AX-A2HA TCGA-AX-A2HC 
       72.56        54.08        67.46        25.12        68.71        33.40 
TCGA-AX-A2HD TCGA-AX-A2HG TCGA-AX-A2HJ TCGA-AX-A2IN TCGA-AX-A3FS TCGA-AX-A3FT 
       40.50        21.70        27.32        31.10         0.23         0.10 
TCGA-AX-A3G8 TCGA-AX-A3G9 TCGA-AX-A3GB TCGA-B5-A0JR TCGA-B5-A0JS TCGA-B5-A0JU 
        1.18         8.35        14.47        56.91        46.75        48.76 
TCGA-B5-A0JV TCGA-B5-A0JX TCGA-B5-A0JY TCGA-B5-A0JZ TCGA-B5-A0K0 TCGA-B5-A0K1 
       40.67        44.71        32.98        28.64        28.34        30.51 
TCGA-B5-A0K2 TCGA-B5-A0K6 TCGA-B5-A0K7 TCGA-B5-A0K9 TCGA-B5-A11F TCGA-B5-A11G 
       25.91        14.01        17.06        11.01       185.75       113.33 
TCGA-B5-A11H TCGA-B5-A11J TCGA-B5-A11L TCGA-B5-A11N TCGA-B5-A11O TCGA-B5-A11Q 
       88.34        54.44        45.90        43.96        40.93        32.05 
TCGA-B5-A11U TCGA-B5-A11W TCGA-B5-A11Y TCGA-B5-A11Z TCGA-B5-A121 TCGA-B5-A1MR 
       16.73        19.46        18.38        17.36        16.57       191.84 
TCGA-B5-A1MV TCGA-B5-A1MW TCGA-B5-A1MX TCGA-B5-A1MZ TCGA-B5-A3FC TCGA-BG-A0LW 
       14.40        14.70        11.67        15.29        62.14        18.58 
TCGA-BG-A0LX TCGA-BG-A0M0 TCGA-BG-A0M3 TCGA-BG-A0M7 TCGA-BG-A0M9 TCGA-BG-A0MA 
       20.15        19.30        35.21        38.37        28.27        10.72 
TCGA-BG-A0MC TCGA-BG-A0MG TCGA-BG-A0MI TCGA-BG-A0MK TCGA-BG-A0MO TCGA-BG-A0MQ 
       41.52        48.56        23.47        43.30        43.00        39.32 
TCGA-BG-A0MU TCGA-BG-A0VV TCGA-BG-A0VW TCGA-BG-A0VX TCGA-BG-A0VZ TCGA-BG-A0W2 
       20.25         8.55         4.31        16.11        28.54        37.84 
TCGA-BG-A0YU TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B TCGA-BG-A220 
       14.83        13.78        14.73        14.01        15.45        14.27 
TCGA-BG-A222 TCGA-BG-A2L7 TCGA-BG-A3EW TCGA-BK-A0CA TCGA-BK-A0CB TCGA-BK-A13B 
        9.57         5.82        11.31        34.98         6.18        31.76 
TCGA-BK-A13C TCGA-BK-A56F TCGA-BS-A0T9 TCGA-BS-A0TA TCGA-BS-A0TC TCGA-BS-A0TD 
       24.99         6.58        46.95        23.47        85.55        78.18 
TCGA-BS-A0TG TCGA-BS-A0TJ TCGA-BS-A0U5 TCGA-BS-A0U7 TCGA-BS-A0U8 TCGA-BS-A0UA 
       77.92        67.99        96.49        30.71        97.41        88.31 
TCGA-BS-A0UF TCGA-BS-A0UJ TCGA-BS-A0UL TCGA-BS-A0V4 TCGA-BS-A0V6 TCGA-BS-A0VI 
       85.84        82.39        81.57        59.51        62.79        63.16 
TCGA-BS-A0WQ TCGA-D1-A0ZN TCGA-D1-A0ZO TCGA-D1-A0ZQ TCGA-D1-A0ZR TCGA-D1-A0ZS 
       66.44        16.83        19.79         8.55         0.56         4.83 
TCGA-D1-A0ZU TCGA-D1-A0ZV TCGA-D1-A101 TCGA-D1-A103 TCGA-D1-A15W TCGA-D1-A15X 
       28.67        23.93         1.74        21.99        30.08        29.88 
TCGA-D1-A15Z TCGA-D1-A160 TCGA-D1-A161 TCGA-D1-A163 TCGA-D1-A165 TCGA-D1-A167 
        1.91         3.68        29.33        32.58         0.66        15.72 
TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16G TCGA-D1-A16J TCGA-D1-A16O 
       36.36        37.51        36.79        27.42        29.88        33.60 
TCGA-D1-A16Q TCGA-D1-A16R TCGA-D1-A16X TCGA-D1-A16Y TCGA-D1-A174 TCGA-D1-A175 
       10.65         0.69         3.65        17.49        19.53         6.64 
TCGA-D1-A176 TCGA-D1-A177 TCGA-D1-A17A TCGA-D1-A17B TCGA-D1-A17C TCGA-D1-A17D 
       30.15        18.02         1.58         6.97         0.99        30.44 
TCGA-D1-A17F TCGA-D1-A17H TCGA-D1-A17L TCGA-D1-A17M TCGA-D1-A17N TCGA-D1-A17Q 
        1.28        28.01        26.37        10.22         1.51         1.78 
TCGA-D1-A17S TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NY TCGA-D1-A1NZ 
       24.30         2.30        22.92         1.41        16.87        18.02 
TCGA-D1-A1O5 TCGA-D1-A1O7 TCGA-D1-A1O8 TCGA-D1-A2G0 TCGA-D1-A3DA TCGA-DI-A0WH 
       15.06         1.05         3.95         3.52         0.26        16.27 
TCGA-DI-A1BU TCGA-DI-A1BY TCGA-DI-A1C3 TCGA-E6-A1LX TCGA-E6-A1M0 TCGA-E6-A2P8 
       39.29        36.62        24.30        23.38        17.03         2.37 
TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A1QX TCGA-EC-A24G TCGA-EO-A22R TCGA-EO-A22S 
        6.64        16.01         7.33        16.77        31.96        35.05 
TCGA-EO-A22T TCGA-EO-A22U TCGA-EO-A22X TCGA-EO-A3AU TCGA-EO-A3AY TCGA-EY-A1G8 
       33.01        27.12        32.25        19.36        12.89        14.96 
TCGA-EY-A1GD TCGA-EY-A1GE TCGA-EY-A1GF TCGA-EY-A1GI TCGA-EY-A1GK TCGA-EY-A1GL 
        8.15        24.36        27.16        23.31        22.78        13.94 
TCGA-EY-A1GT TCGA-EY-A1GU TCGA-EY-A1H0 TCGA-EY-A215 TCGA-EY-A2OM TCGA-EY-A2OP 
       16.11        12.43        19.33        18.87        22.82        31.00 
TCGA-EY-A548 TCGA-EY-A549 TCGA-EY-A5W2 TCGA-FI-A2CX TCGA-FI-A2D0 TCGA-FI-A2D5 
        2.14         6.97         5.26        40.01        33.99        14.01 
TCGA-FI-A2D6 TCGA-FI-A2F4 
        8.98        28.93 

$subtype2
TCGA-A5-A0G2 TCGA-A5-A0GN TCGA-A5-A0GV TCGA-AP-A3K1 TCGA-AX-A05W TCGA-AX-A2HH 
      149.52        60.53        20.81        18.25        68.32        17.72 
TCGA-B5-A0JT TCGA-B5-A11P TCGA-B5-A1MU TCGA-BG-A0M2 TCGA-BG-A0RY TCGA-BG-A0VT 
       43.13        36.82        50.86        20.91        15.42         7.36 
TCGA-BG-A2AE TCGA-BS-A0TI TCGA-BS-A0UT TCGA-BS-A0V7 TCGA-DI-A2QT TCGA-EY-A1G7 
        0.53        61.87        72.72        63.58        12.39         6.21 
TCGA-EY-A1GH TCGA-EY-A1GO TCGA-EY-A2OO TCGA-FI-A2D4 
       23.31        19.27        45.76         7.96 

$subtype3
TCGA-A5-A0G5 TCGA-A5-A0GJ TCGA-A5-A0GR TCGA-A5-A0R6 TCGA-A5-A1OG TCGA-A5-A1OH 
       37.02        65.75        36.82        19.96        11.44        36.30 
TCGA-A5-A2K2 TCGA-A5-A2K4 TCGA-A5-A3LP TCGA-AJ-A23M TCGA-AJ-A23N TCGA-AJ-A2QK 
       91.00        28.64        14.96         1.02         1.08         0.39 
TCGA-AJ-A2QM TCGA-AJ-A3BD TCGA-AJ-A3BF TCGA-AJ-A3BI TCGA-AJ-A3EJ TCGA-AJ-A3EM 
        1.02         0.49         1.12         2.01         1.64         1.64 
TCGA-AJ-A3IA TCGA-AJ-A3NF TCGA-AJ-A3NH TCGA-AJ-A3QS TCGA-AJ-A3TW TCGA-AP-A052 
        0.92         1.35         0.76         1.84         1.68        21.99 
TCGA-AP-A053 TCGA-AP-A05A TCGA-AP-A05D TCGA-AP-A05H TCGA-AP-A05J TCGA-AP-A0L8 
        5.95        39.39        57.80        45.53        36.89        48.79 
TCGA-AP-A0L9 TCGA-AP-A0LF TCGA-AP-A0LI TCGA-AP-A1DQ TCGA-AP-A5FX TCGA-AW-A1PO 
      125.39         3.39        97.71        41.92        33.73         0.56 
TCGA-AX-A06B TCGA-AX-A0IU TCGA-AX-A0IW TCGA-AX-A1C7 TCGA-AX-A1C8 TCGA-AX-A1CA 
       53.88        28.54        37.74        16.93        13.55        20.28 
TCGA-AX-A1CF TCGA-AX-A1CP TCGA-AX-A1CR TCGA-AX-A2H2 TCGA-AX-A2H4 TCGA-AX-A2H5 
       76.83        36.39        11.08         4.77        30.08        71.24 
TCGA-AX-A2H8 TCGA-AX-A2HF TCGA-AX-A2HK TCGA-AX-A2IO TCGA-AX-A3FW TCGA-AX-A3FX 
       61.18        16.08         2.96        38.66         0.33         0.13 
TCGA-AX-A3G1 TCGA-AX-A3G3 TCGA-AX-A3G4 TCGA-AX-A3G7 TCGA-AX-A3GI TCGA-B5-A0JN 
       20.52         0.03         0.13         0.23         0.13        80.38 
TCGA-B5-A0K3 TCGA-B5-A0K8 TCGA-B5-A0KB TCGA-B5-A11I TCGA-B5-A1MS TCGA-B5-A1MY 
       23.01        17.82         4.08        75.72       102.05        11.87 
TCGA-B5-A1N2 TCGA-B5-A3S1 TCGA-BG-A0M6 TCGA-BG-A0M8 TCGA-BG-A0YV TCGA-BG-A3PP 
       12.79         5.00         7.92        36.49        12.56         6.81 
TCGA-BK-A0CC TCGA-BK-A139 TCGA-BK-A26L TCGA-BK-A4ZD TCGA-BS-A0U9 TCGA-BS-A0V8 
       10.22        10.16        24.13         6.94        67.20        49.55 
TCGA-D1-A0ZP TCGA-D1-A0ZZ TCGA-D1-A15V TCGA-D1-A16I TCGA-D1-A16N TCGA-D1-A16S 
       29.95        22.52        39.48        11.47        31.07        18.67 
TCGA-D1-A179 TCGA-D1-A17K TCGA-D1-A1NU TCGA-D1-A1NW TCGA-D1-A1NX TCGA-D1-A1O0 
        6.77        28.08        13.22         0.72        18.25         2.07 
TCGA-D1-A2G7 TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A1NN TCGA-DI-A1NO TCGA-DI-A2QU 
       44.88         4.27         4.11        35.38         9.37        31.10 
TCGA-DI-A2QY TCGA-E6-A1LZ TCGA-EO-A1Y5 TCGA-EO-A1Y7 TCGA-EO-A1Y8 TCGA-EO-A2CG 
       91.96        48.36        10.92         7.99        10.78        32.02 
TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EY-A1GC TCGA-EY-A1GJ TCGA-EY-A1GM TCGA-EY-A1GR 
       19.40        34.39         4.54        23.90         6.87        17.62 
TCGA-EY-A1GS TCGA-EY-A1GV TCGA-EY-A210 TCGA-EY-A212 TCGA-EY-A214 TCGA-EY-A2ON 
       15.09        15.81        12.59         3.58        14.40        13.45 
TCGA-EY-A2OQ TCGA-EY-A3L3 TCGA-EY-A3QX TCGA-EY-A4KR TCGA-EY-A547 TCGA-EY-A54A 
       29.06        27.35        13.84         6.44        17.88         3.72 
TCGA-FI-A2CY TCGA-FI-A2D2 TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX TCGA-FI-A2EY 
       34.98        36.00        97.08        59.01         9.07        29.03 
TCGA-FI-A2F8 TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-H5-A2HR TCGA-K6-A3WQ TCGA-KJ-A3U4 
       25.02        26.01        41.06         1.74         6.67         2.40 
TCGA-PG-A5BC 
       10.82 

$subtype4
TCGA-A5-A0R7 TCGA-A5-A2K3 TCGA-A5-A3LO TCGA-AJ-A2QN TCGA-AJ-A3I9 TCGA-AP-A1DO 
       17.56        46.32         7.33         2.01         1.28        31.30 
TCGA-AX-A3FZ TCGA-B5-A11V TCGA-BG-A0MS TCGA-BG-A0W1 TCGA-BG-A18C TCGA-BG-A221 
        0.20        19.53        30.81        29.82        15.45         1.81 
TCGA-BS-A0TE TCGA-D1-A102 TCGA-D1-A169 TCGA-D1-A16V TCGA-D1-A2G5 TCGA-EY-A1GP 
        4.80         4.44        37.32         1.41        41.42        18.84 
TCGA-EY-A1GW TCGA-EY-A1GX 
        8.55         6.48 

$subtype5
TCGA-AJ-A3NG TCGA-AP-A0LO TCGA-AX-A2H7 TCGA-B5-A0K4 TCGA-B5-A11E TCGA-B5-A11R 
        1.71        33.40        33.53        17.88         8.71        33.50 
TCGA-B5-A11S TCGA-BG-A0M4 TCGA-BK-A0C9 TCGA-BS-A0UV TCGA-D1-A168 TCGA-D1-A17R 
       27.32        34.98        12.69        73.25        36.10        11.15 
TCGA-D1-A2G6 TCGA-EO-A22Y TCGA-EY-A1GQ 
        8.48        25.02        17.88 

subtype1 subtype2 subtype3 subtype4 subtype5 
    0.10     0.53     0.03     0.20     1.71 
subtype1 subtype2 subtype3 subtype4 subtype5 
  191.84   149.52   125.39    46.32    73.25 
subtype1 subtype2 subtype3 subtype4 subtype5 
   24.30    22.11    16.08    12.00    25.02 
[1] "0.1 - 191.8 (24.3)" "0.5 - 149.5 (22.1)" "0.0 - 125.4 (16.1)"
[4] "0.2 - 46.3 (12.0)"  "1.7 - 73.2 (25.0)" 
  [1] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [13] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
 [19] "subtype2" "subtype1" "subtype1" "subtype3" "subtype4" "subtype1"
 [25] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [31] "subtype3" "subtype1" "subtype1" "subtype3" "subtype4" "subtype3"
 [37] "subtype1" "subtype1" "subtype4" "subtype3" "subtype3" "subtype3"
 [43] "subtype1" "subtype3" "subtype1" "subtype3" "subtype4" "subtype1"
 [49] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
 [55] "subtype1" "subtype1" "subtype3" "subtype4" "subtype3" "subtype1"
 [61] "subtype1" "subtype3" "subtype5" "subtype3" "subtype1" "subtype1"
 [67] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
 [73] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
 [79] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [85] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
 [91] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
 [97] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype4" "subtype1" "subtype3" "subtype1" "subtype1"
[109] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[115] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[121] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[133] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[145] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype5"
[157] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[163] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[169] "subtype1" "subtype3" "subtype3" "subtype4" "subtype3" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[187] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[193] "subtype3" "subtype5" "subtype1" "subtype1" "subtype3" "subtype1"
[199] "subtype3" "subtype5" "subtype1" "subtype1" "subtype1" "subtype3"
[205] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[211] "subtype5" "subtype5" "subtype1" "subtype4" "subtype1" "subtype1"
[217] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[223] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[229] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[235] "subtype5" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[241] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[247] "subtype4" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[253] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
[259] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[265] "subtype4" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[271] "subtype5" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[277] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype4" "subtype1" "subtype2" "subtype1"
[289] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[295] "subtype1" "subtype1" "subtype2" "subtype5" "subtype1" "subtype1"
[301] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[307] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[313] "subtype3" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[319] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype1" "subtype5" "subtype4" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[343] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[355] "subtype1" "subtype1" "subtype1" "subtype5" "subtype1" "subtype1"
[361] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[367] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[373] "subtype4" "subtype5" "subtype3" "subtype1" "subtype3" "subtype3"
[379] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[385] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[391] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[397] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[403] "subtype1" "subtype5" "subtype3" "subtype3" "subtype3" "subtype1"
[409] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[415] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[421] "subtype3" "subtype2" "subtype4" "subtype5" "subtype3" "subtype3"
[427] "subtype1" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[433] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[445] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [1] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [13] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
 [19] "subtype2" "subtype1" "subtype1" "subtype3" "subtype4" "subtype1"
 [25] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [31] "subtype3" "subtype1" "subtype1" "subtype3" "subtype4" "subtype3"
 [37] "subtype1" "subtype1" "subtype4" "subtype3" "subtype3" "subtype3"
 [43] "subtype1" "subtype3" "subtype1" "subtype3" "subtype4" "subtype1"
 [49] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
 [55] "subtype1" "subtype1" "subtype3" "subtype4" "subtype3" "subtype1"
 [61] "subtype1" "subtype3" "subtype5" "subtype3" "subtype1" "subtype1"
 [67] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
 [73] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
 [79] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [85] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
 [91] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
 [97] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype4" "subtype1" "subtype3" "subtype1" "subtype1"
[109] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[115] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[121] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[133] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[145] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype5"
[157] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[163] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[169] "subtype1" "subtype3" "subtype3" "subtype4" "subtype3" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[187] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[193] "subtype3" "subtype5" "subtype1" "subtype1" "subtype3" "subtype1"
[199] "subtype3" "subtype5" "subtype1" "subtype1" "subtype1" "subtype3"
[205] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[211] "subtype5" "subtype5" "subtype1" "subtype4" "subtype1" "subtype1"
[217] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[223] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[229] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[235] "subtype5" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[241] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[247] "subtype4" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[253] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
[259] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[265] "subtype4" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[271] "subtype5" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[277] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype4" "subtype1" "subtype2" "subtype1"
[289] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[295] "subtype1" "subtype1" "subtype2" "subtype5" "subtype1" "subtype1"
[301] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[307] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[313] "subtype3" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[319] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype1" "subtype5" "subtype4" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[343] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[355] "subtype1" "subtype1" "subtype1" "subtype5" "subtype1" "subtype1"
[361] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[367] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[373] "subtype4" "subtype5" "subtype3" "subtype1" "subtype3" "subtype3"
[379] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[385] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[391] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[397] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[403] "subtype1" "subtype5" "subtype3" "subtype3" "subtype3" "subtype1"
[409] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[415] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[421] "subtype3" "subtype2" "subtype4" "subtype5" "subtype3" "subtype3"
[427] "subtype1" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[433] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[445] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [1] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype1"
  [7] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [13] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
 [19] "subtype2" "subtype1" "subtype1" "subtype3" "subtype4" "subtype1"
 [25] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [31] "subtype3" "subtype1" "subtype1" "subtype3" "subtype4" "subtype3"
 [37] "subtype1" "subtype1" "subtype4" "subtype3" "subtype3" "subtype3"
 [43] "subtype1" "subtype3" "subtype1" "subtype3" "subtype4" "subtype1"
 [49] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
 [55] "subtype1" "subtype1" "subtype3" "subtype4" "subtype3" "subtype1"
 [61] "subtype1" "subtype3" "subtype5" "subtype3" "subtype1" "subtype1"
 [67] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
 [73] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype3"
 [79] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [85] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
 [91] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
 [97] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype4" "subtype1" "subtype3" "subtype1" "subtype1"
[109] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[115] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[121] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[127] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[133] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[139] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[145] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype5"
[157] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[163] "subtype2" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[169] "subtype1" "subtype3" "subtype3" "subtype4" "subtype3" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[187] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[193] "subtype3" "subtype5" "subtype1" "subtype1" "subtype3" "subtype1"
[199] "subtype3" "subtype5" "subtype1" "subtype1" "subtype1" "subtype3"
[205] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[211] "subtype5" "subtype5" "subtype1" "subtype4" "subtype1" "subtype1"
[217] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[223] "subtype1" "subtype1" "subtype3" "subtype1" "subtype3" "subtype1"
[229] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[235] "subtype5" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[241] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[247] "subtype4" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[253] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype3"
[259] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[265] "subtype4" "subtype1" "subtype2" "subtype1" "subtype1" "subtype3"
[271] "subtype5" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[277] "subtype1" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype4" "subtype1" "subtype2" "subtype1"
[289] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[295] "subtype1" "subtype1" "subtype2" "subtype5" "subtype1" "subtype1"
[301] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[307] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[313] "subtype3" "subtype1" "subtype4" "subtype1" "subtype3" "subtype1"
[319] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype1" "subtype5" "subtype4" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[343] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
[355] "subtype1" "subtype1" "subtype1" "subtype5" "subtype1" "subtype1"
[361] "subtype1" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
[367] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[373] "subtype4" "subtype5" "subtype3" "subtype1" "subtype3" "subtype3"
[379] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
[385] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[391] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[397] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[403] "subtype1" "subtype5" "subtype3" "subtype3" "subtype3" "subtype1"
[409] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[415] "subtype1" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
[421] "subtype3" "subtype2" "subtype4" "subtype5" "subtype3" "subtype3"
[427] "subtype1" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[433] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[439] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[445] "subtype3" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[451] "subtype3" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
D3V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                     268
  subtype2                                      17
  subtype3                                      41
  subtype4                                      19
  subtype5                                      14
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             7                                 5
  subtype2                             1                                 4
  subtype3                            10                                83
  subtype4                             0                                 1
  subtype5                             1                                 0
D3V3, multiclass
D3V4, binary
          cls
clus         0   1
  subtype1  94 186
  subtype2   6  16
  subtype3  29 105
  subtype4   2  18
  subtype5   4  11
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   94  186
  subtype2    6   16
  subtype3   29  105
  subtype4    2   18
  subtype5    4   11
          vv
clus        R0  R1  R2  RX
  subtype1 200  14   4  15
  subtype2  14   1   2   1
  subtype3  86   8   9   9
  subtype4  13   1   1   2
  subtype5  11   0   0   0
D3V5, multiclass

Clustering(4) Variable = METHLYATION_CNMF
D4V1, survival
          sevent
clus2        0   1
  subtype1 105  24
  subtype2  73   5
  subtype3 141  13
subtype1 subtype2 subtype3 
     129       78      154 
subtype1 subtype2 subtype3 
      24        5       13 
$subtype1
TCGA-A5-A0G1 TCGA-A5-A0GR TCGA-A5-A1OF TCGA-A5-A1OG TCGA-A5-A1OH TCGA-A5-A2K2 
      106.88        36.82         7.92        11.44        36.30        91.00 
TCGA-A5-A2K3 TCGA-A5-A2K4 TCGA-A5-A3LP TCGA-AJ-A23M TCGA-AJ-A2QM TCGA-AJ-A3BF 
       46.32        28.64        14.96         1.02         1.02         1.12 
TCGA-AJ-A3EJ TCGA-AJ-A3EL TCGA-AJ-A3EM TCGA-AJ-A3IA TCGA-AJ-A3NE TCGA-AJ-A3NH 
        1.64         2.14         1.64         0.92         2.56         0.76 
TCGA-AJ-A3OJ TCGA-AJ-A3QS TCGA-AJ-A3TW TCGA-AP-A059 TCGA-AP-A0LF TCGA-AP-A0LM 
        1.94         1.84         1.68         8.22         3.39        27.12 
TCGA-AP-A1DK TCGA-AP-A1E3 TCGA-AP-A1E4 TCGA-AP-A3K1 TCGA-AP-A5FX TCGA-AX-A06D 
       60.36        27.85        16.24        18.25        33.73        12.26 
TCGA-AX-A0IZ TCGA-AX-A1C5 TCGA-AX-A1C7 TCGA-AX-A1C8 TCGA-AX-A1CA TCGA-AX-A1CC 
       43.82        19.20        16.93        13.55        20.28        12.43 
TCGA-AX-A1CF TCGA-AX-A1CN TCGA-AX-A1CR TCGA-AX-A2H2 TCGA-AX-A2H4 TCGA-AX-A2H5 
       76.83        25.12        11.08         4.77        30.08        71.24 
TCGA-AX-A2H8 TCGA-AX-A2HF TCGA-AX-A2HG TCGA-AX-A2HK TCGA-AX-A2IN TCGA-AX-A3FT 
       61.18        16.08        21.70         2.96        31.10         0.10 
TCGA-AX-A3FZ TCGA-AX-A3G3 TCGA-AX-A3G7 TCGA-AX-A3G8 TCGA-AX-A3GI TCGA-B5-A0K8 
        0.20         0.03         0.23         1.18         0.13        17.82 
TCGA-B5-A0KB TCGA-B5-A11I TCGA-B5-A11O TCGA-B5-A11X TCGA-B5-A1MR TCGA-B5-A1MU 
        4.08        75.72        40.93        19.56       191.84        50.86 
TCGA-B5-A1MY TCGA-B5-A1N2 TCGA-B5-A3S1 TCGA-BG-A0YV TCGA-BG-A18C TCGA-BG-A220 
       11.87        12.79         5.00        12.56        15.45        14.27 
TCGA-BG-A221 TCGA-BG-A2AE TCGA-BK-A0CC TCGA-BK-A139 TCGA-BK-A26L TCGA-BS-A0U9 
        1.81         0.53        10.22        10.16        24.13        67.20 
TCGA-BS-A0V8 TCGA-D1-A0ZP TCGA-D1-A0ZS TCGA-D1-A15V TCGA-D1-A15X TCGA-D1-A168 
       49.55        29.95         4.83        39.48        29.88        36.10 
TCGA-D1-A16G TCGA-D1-A16I TCGA-D1-A16J TCGA-D1-A16S TCGA-D1-A179 TCGA-D1-A17K 
       27.42        11.47        29.88        18.67         6.77        28.08 
TCGA-D1-A1NU TCGA-D1-A1NW TCGA-D1-A1NX TCGA-D1-A1O8 TCGA-D1-A2G0 TCGA-D1-A3DH 
       13.22         0.72        18.25         3.95         3.52         4.11 
TCGA-DI-A1BU TCGA-DI-A1NN TCGA-DI-A1NO TCGA-DI-A2QT TCGA-E6-A1LZ TCGA-E6-A2P8 
       39.29        35.38         9.37        12.39        48.36         2.37 
TCGA-EC-A1QX TCGA-EO-A1Y5 TCGA-EO-A1Y8 TCGA-EO-A22T TCGA-EO-A22X TCGA-EY-A1G7 
        7.33        10.92        10.78        33.01        32.25         6.21 
TCGA-EY-A1GC TCGA-EY-A1GJ TCGA-EY-A1GM TCGA-EY-A1GO TCGA-EY-A1GP TCGA-EY-A1GS 
        4.54        23.90         6.87        19.27        18.84        15.09 
TCGA-EY-A1GV TCGA-EY-A212 TCGA-EY-A214 TCGA-EY-A2ON TCGA-EY-A2OO TCGA-EY-A3L3 
       15.81         3.58        14.40        13.45        45.76        27.35 
TCGA-EY-A3QX TCGA-EY-A4KR TCGA-EY-A54A TCGA-FI-A2CX TCGA-FI-A2CY TCGA-FI-A2D2 
       13.84         6.44         3.72        40.01        34.98        36.00 
TCGA-FI-A2D6 TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX TCGA-FI-A2EY TCGA-FI-A2F8 
        8.98        97.08        59.01         9.07        29.03        25.02 
TCGA-FI-A3PV TCGA-H5-A2HR TCGA-KJ-A3U4 
       41.06         1.74         2.40 

$subtype2
TCGA-A5-A0GG TCGA-A5-A0GQ TCGA-A5-A1OK TCGA-A5-A3LO TCGA-AJ-A23N TCGA-AJ-A2QK 
       87.32        38.37         7.99         7.33         1.08         0.39 
TCGA-AJ-A3BD TCGA-AJ-A3NF TCGA-AJ-A3OK TCGA-AP-A1DQ TCGA-AW-A1PO TCGA-AX-A06L 
        0.49         1.35         4.67        41.92         0.56        60.62 
TCGA-AX-A0J0 TCGA-AX-A1C9 TCGA-AX-A1CJ TCGA-AX-A1CP TCGA-AX-A2H7 TCGA-AX-A2HH 
       40.08        15.25        54.08        36.39        33.53        17.72 
TCGA-AX-A2IO TCGA-AX-A3G4 TCGA-B5-A11M TCGA-B5-A11P TCGA-B5-A11R TCGA-B5-A11S 
       38.66         0.13        44.75        36.82        33.50        27.32 
TCGA-B5-A11U TCGA-B5-A11Y TCGA-B5-A121 TCGA-B5-A1MS TCGA-BG-A0VV TCGA-BG-A0VX 
       16.73        18.38        16.57       102.05         8.55        16.11 
TCGA-BG-A0W1 TCGA-BG-A0W2 TCGA-BG-A0YU TCGA-BG-A186 TCGA-BG-A18A TCGA-BG-A3PP 
       29.82        37.84        14.83        13.78        14.01         6.81 
TCGA-BK-A56F TCGA-BS-A0T9 TCGA-BS-A0UL TCGA-BS-A0V7 TCGA-BS-A0WQ TCGA-D1-A0ZR 
        6.58        46.95        81.57        63.58        66.44         0.56 
TCGA-D1-A0ZV TCGA-D1-A0ZZ TCGA-D1-A15W TCGA-D1-A162 TCGA-D1-A165 TCGA-D1-A16B 
       23.93        22.52        30.08        37.64         0.66        36.36 
TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16O TCGA-D1-A16Q TCGA-D1-A16R TCGA-D1-A16X 
       37.51        36.79        33.60        10.65         0.69         3.65 
TCGA-D1-A16Y TCGA-D1-A17B TCGA-D1-A17C TCGA-D1-A17L TCGA-D1-A17N TCGA-D1-A17S 
       17.49         6.97         0.99        26.37         1.51        24.30 
TCGA-D1-A1O5 TCGA-D1-A2G7 TCGA-D1-A3DG TCGA-DI-A0WH TCGA-DI-A1BY TCGA-DI-A1C3 
       15.06        44.88         4.27        16.27        36.62        24.30 
TCGA-DI-A2QU TCGA-DI-A2QY TCGA-EO-A2CG TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EY-A1GR 
       31.10        91.96        32.02        19.40        34.39        17.62 
TCGA-EY-A210 TCGA-EY-A2OQ TCGA-FI-A2D0 TCGA-FI-A2F9 TCGA-K6-A3WQ TCGA-PG-A5BC 
       12.59        29.06        33.99        26.01         6.67        10.82 

$subtype3
TCGA-A5-A0VO TCGA-A5-A1OJ TCGA-A5-A2K5 TCGA-A5-A2K7 TCGA-AJ-A23O TCGA-AJ-A2QL 
       11.97         9.60         5.29         5.13         1.97        19.79 
TCGA-AJ-A2QN TCGA-AJ-A2QO TCGA-AJ-A3BG TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3EK 
        2.01         2.99         1.02         2.01         1.68         2.10 
TCGA-AJ-A3I9 TCGA-AJ-A3NC TCGA-AJ-A3NG TCGA-AJ-A3OL TCGA-AP-A05O TCGA-AP-A0LS 
        1.28         6.90         1.71         1.87        12.20        63.06 
TCGA-AP-A1DH TCGA-AP-A1DM TCGA-AP-A1DO TCGA-AP-A1DP TCGA-AP-A1DR TCGA-AP-A1DV 
       71.67        55.89        31.30        35.54        49.15         6.71 
TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AX-A06H TCGA-AX-A0IS TCGA-AX-A1C4 TCGA-AX-A1CE 
       30.90        10.42        27.39        35.01        13.28        20.05 
TCGA-AX-A1CI TCGA-AX-A1CK TCGA-AX-A2HA TCGA-AX-A2HC TCGA-AX-A2HD TCGA-AX-A2HJ 
       72.56        67.46        68.71        33.40        40.50        27.32 
TCGA-AX-A3FS TCGA-AX-A3FW TCGA-AX-A3FX TCGA-AX-A3G1 TCGA-AX-A3G9 TCGA-AX-A3GB 
        0.23         0.33         0.13        20.52         8.35        14.47 
TCGA-B5-A0JT TCGA-B5-A0JU TCGA-B5-A0JX TCGA-B5-A11E TCGA-B5-A11F TCGA-B5-A11G 
       43.13        48.76        44.71         8.71       185.75       113.33 
TCGA-B5-A11H TCGA-B5-A11J TCGA-B5-A11L TCGA-B5-A11N TCGA-B5-A11Q TCGA-B5-A11V 
       88.34        54.44        45.90        43.96        32.05        19.53 
TCGA-B5-A11W TCGA-B5-A11Z TCGA-B5-A1MV TCGA-B5-A1MW TCGA-B5-A1MX TCGA-B5-A1MZ 
       19.46        17.36        14.40        14.70        11.67        15.29 
TCGA-B5-A3FC TCGA-BG-A0MA TCGA-BG-A0MH TCGA-BG-A0MK TCGA-BG-A0VT TCGA-BG-A0VW 
       62.14        10.72        44.09        43.30         7.36         4.31 
TCGA-BG-A0VZ TCGA-BG-A187 TCGA-BG-A18B TCGA-BG-A222 TCGA-BG-A2L7 TCGA-BG-A3EW 
       28.54        14.73        15.45         9.57         5.82        11.31 
TCGA-BK-A0CA TCGA-BK-A13B TCGA-BK-A13C TCGA-BK-A4ZD TCGA-BS-A0U5 TCGA-BS-A0UA 
       34.98        31.76        24.99         6.94        96.49        88.31 
TCGA-BS-A0V4 TCGA-BS-A0V6 TCGA-BS-A0VI TCGA-D1-A0ZN TCGA-D1-A0ZO TCGA-D1-A0ZQ 
       59.51        62.79        63.16        16.83        19.79         8.55 
TCGA-D1-A0ZU TCGA-D1-A101 TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15Z TCGA-D1-A160 
       28.67         1.74         4.44        21.99         1.91         3.68 
TCGA-D1-A161 TCGA-D1-A163 TCGA-D1-A167 TCGA-D1-A169 TCGA-D1-A16F TCGA-D1-A16N 
       29.33        32.58        15.72        37.32         2.63        31.07 
TCGA-D1-A16V TCGA-D1-A174 TCGA-D1-A175 TCGA-D1-A176 TCGA-D1-A177 TCGA-D1-A17A 
        1.41        19.53         6.64        30.15        18.02         1.58 
TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17H TCGA-D1-A17M TCGA-D1-A17Q TCGA-D1-A17R 
       30.44         1.28        28.01        10.22         1.78        11.15 
TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NY TCGA-D1-A1NZ TCGA-D1-A1O0 
        2.30        22.92         1.41        16.87        18.02         2.07 
TCGA-D1-A1O7 TCGA-D1-A2G5 TCGA-D1-A2G6 TCGA-D1-A3DA TCGA-E6-A1LX TCGA-E6-A1M0 
        1.05        41.42         8.48         0.26        23.38        17.03 
TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A24G TCGA-EO-A1Y7 TCGA-EO-A22R TCGA-EO-A22S 
        6.64        16.01        16.77         7.99        31.96        35.05 
TCGA-EO-A22U TCGA-EO-A22Y TCGA-EO-A3AU TCGA-EO-A3AY TCGA-EY-A1G8 TCGA-EY-A1GD 
       27.12        25.02        19.36        12.89        14.96         8.15 
TCGA-EY-A1GE TCGA-EY-A1GF TCGA-EY-A1GH TCGA-EY-A1GI TCGA-EY-A1GK TCGA-EY-A1GL 
       24.36        27.16        23.31        23.31        22.78        13.94 
TCGA-EY-A1GQ TCGA-EY-A1GT TCGA-EY-A1GU TCGA-EY-A1GW TCGA-EY-A1GX TCGA-EY-A1H0 
       17.88        16.11        12.43         8.55         6.48        19.33 
TCGA-EY-A215 TCGA-EY-A2OM TCGA-EY-A2OP TCGA-EY-A547 TCGA-EY-A548 TCGA-EY-A549 
       18.87        22.82        31.00        17.88         2.14         6.97 
TCGA-EY-A5W2 TCGA-FI-A2D4 TCGA-FI-A2D5 TCGA-FI-A2F4 
        5.26         7.96        14.01        28.93 

subtype1 subtype2 subtype3 
    0.03     0.13     0.13 
subtype1 subtype2 subtype3 
  191.84   102.05   185.75 
subtype1 subtype2 subtype3 
  14.400   23.225   16.950 
[1] "0.0 - 191.8 (14.4)" "0.1 - 102.0 (23.2)" "0.1 - 185.8 (17.0)"
  [1] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
  [7] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [13] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
 [19] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [25] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [31] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
 [37] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [43] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
 [49] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [61] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
 [67] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
 [73] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [79] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
 [85] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
 [91] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
 [97] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[103] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[109] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[115] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[121] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[127] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[133] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[139] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[145] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[151] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[157] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[163] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[169] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[175] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[187] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[193] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[199] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[205] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[211] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[217] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[223] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[229] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[235] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[241] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[247] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[253] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[259] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[265] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[271] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[277] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[289] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[295] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[301] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[307] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[313] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[319] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[325] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[331] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[343] "subtype1" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[355] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[361] "subtype2"
  [1] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
  [7] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [13] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
 [19] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [25] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [31] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
 [37] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [43] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
 [49] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [61] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
 [67] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
 [73] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [79] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
 [85] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
 [91] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
 [97] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[103] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[109] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[115] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[121] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[127] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[133] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[139] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[145] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[151] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[157] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[163] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[169] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[175] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[187] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[193] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[199] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[205] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[211] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[217] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[223] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[229] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[235] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[241] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[247] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[253] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[259] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[265] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[271] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[277] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[289] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[295] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[301] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[307] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[313] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[319] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[325] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[331] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[343] "subtype1" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[355] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[361] "subtype2"
  [1] "subtype1" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
  [7] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
 [13] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype1"
 [19] "subtype2" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
 [25] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
 [31] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
 [37] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [43] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
 [49] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
 [55] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
 [61] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
 [67] "subtype1" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
 [73] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [79] "subtype1" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
 [85] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
 [91] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype1"
 [97] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype2"
[103] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[109] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[115] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[121] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[127] "subtype3" "subtype2" "subtype3" "subtype1" "subtype2" "subtype3"
[133] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype1"
[139] "subtype2" "subtype3" "subtype2" "subtype1" "subtype2" "subtype1"
[145] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
[151] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[157] "subtype2" "subtype3" "subtype2" "subtype3" "subtype2" "subtype2"
[163] "subtype2" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[169] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[175] "subtype3" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype3"
[187] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[193] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[199] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[205] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[211] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[217] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[223] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[229] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype2"
[235] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[241] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[247] "subtype2" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[253] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[259] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[265] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype2"
[271] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype1"
[277] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
[283] "subtype3" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[289] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype1"
[295] "subtype3" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[301] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[307] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[313] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[319] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[325] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[331] "subtype1" "subtype1" "subtype3" "subtype2" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[343] "subtype1" "subtype1" "subtype2" "subtype1" "subtype3" "subtype3"
[349] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[355] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype1"
[361] "subtype2"
D4V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      56
  subtype2                                      60
  subtype3                                     152
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                            13                                62
  subtype2                             2                                16
  subtype3                             3                                 0
D4V3, multiclass
D4V4, binary
          cls
clus         0   1
  subtype1  34  97
  subtype2  12  66
  subtype3  38 117
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   34   97
  subtype2   12   66
  subtype3   38  117
     clus
vv    subtype1 subtype2 subtype3
  NO        34       12       38
  YES       97       66      117
          vv
clus        R0  R1  R2  RX
  subtype1  83   8   7  10
  subtype2  48   4   4  10
  subtype3 110   6   1   6
D4V5, multiclass

Clustering(5) Variable = RPPA_CNMF
D5V1, survival
          sevent
clus2       0  1
  subtype1 38  4
  subtype2 33  6
  subtype3 39  1
  subtype4  8  4
  subtype5 39  2
  subtype6 23  3
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
      42       39       40       12       41       26 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
       4        6        1        4        2        3 
$subtype1
TCGA-A5-A0G1 TCGA-A5-A0GE TCGA-A5-A0GQ TCGA-A5-A0GR TCGA-A5-A0R8 TCGA-A5-A0RA 
      106.88       105.37        38.37        36.82        19.56        29.03 
TCGA-A5-A0VP TCGA-AP-A059 TCGA-AP-A05J TCGA-AP-A0LF TCGA-AP-A0LI TCGA-AP-A0LM 
       42.31         8.22        36.89         3.39        97.71        27.12 
TCGA-AX-A05Z TCGA-AX-A064 TCGA-AX-A06D TCGA-AX-A06L TCGA-B5-A0K2 TCGA-B5-A0K4 
       46.45        34.98        12.26        60.62        25.91        17.88 
TCGA-B5-A11I TCGA-B5-A11U TCGA-B5-A11Y TCGA-BG-A0M0 TCGA-BG-A0M2 TCGA-BG-A0MG 
       75.72        16.73        18.38        19.30        20.91        48.56 
TCGA-BK-A0CA TCGA-BK-A0CC TCGA-BK-A139 TCGA-BS-A0T9 TCGA-BS-A0U9 TCGA-D1-A0ZR 
       34.98        10.22        10.16        46.95        67.20         0.56 
TCGA-D1-A101 TCGA-D1-A15X TCGA-D1-A163 TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F 
        1.74        29.88        32.58        37.51        36.79         2.63 
TCGA-D1-A16G TCGA-D1-A16J TCGA-D1-A16X TCGA-D1-A17B TCGA-D1-A17D TCGA-D1-A17N 
       27.42        29.88         3.65         6.97        30.44         1.51 

$subtype2
TCGA-A5-A0G2 TCGA-A5-A0G3 TCGA-A5-A0G5 TCGA-A5-A0GH TCGA-A5-A0GV TCGA-A5-A0GW 
      149.52        46.95        37.02        74.07        20.81        23.21 
TCGA-A5-A0R6 TCGA-A5-A0R7 TCGA-AP-A052 TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A056 
       19.96        17.56        21.99         5.95        23.31        86.07 
TCGA-AP-A05A TCGA-AP-A05D TCGA-AP-A0LD TCGA-AP-A0LE TCGA-AP-A0LT TCGA-AX-A06B 
       39.39        57.80       117.99       110.37        49.22        53.88 
TCGA-AX-A06F TCGA-AX-A0J0 TCGA-B5-A0JN TCGA-B5-A0JY TCGA-B5-A0K3 TCGA-B5-A11E 
       51.09        40.08        80.38        32.98        23.01         8.71 
TCGA-B5-A11H TCGA-B5-A11X TCGA-BG-A0RY TCGA-BG-A0YV TCGA-BG-A18C TCGA-BS-A0TA 
       88.34        19.56        15.42        12.56        15.45        23.47 
TCGA-BS-A0TJ TCGA-D1-A167 TCGA-D1-A168 TCGA-D1-A16N TCGA-D1-A16S TCGA-D1-A177 
       67.99        15.72        36.10        31.07        18.67        18.02 
TCGA-D1-A179 TCGA-D1-A17K TCGA-D1-A17R 
        6.77        28.08        11.15 

$subtype3
TCGA-A5-A0G9 TCGA-A5-A0GB TCGA-A5-A0GJ TCGA-A5-A0GM TCGA-AX-A05W TCGA-AX-A063 
       83.51        32.78        65.75        60.49        68.32        66.54 
TCGA-AX-A06J TCGA-AX-A0J1 TCGA-B5-A0JZ TCGA-B5-A0K1 TCGA-B5-A11F TCGA-B5-A11N 
       30.02        65.88        28.64        30.51       185.75        43.96 
TCGA-B5-A11Q TCGA-B5-A11S TCGA-B5-A11W TCGA-BG-A0LX TCGA-BG-A0M7 TCGA-BG-A0M9 
       32.05        27.32        19.46        20.15        38.37        28.27 
TCGA-BG-A0MC TCGA-BG-A0MH TCGA-BG-A0MS TCGA-BG-A0MT TCGA-BG-A0W1 TCGA-BG-A0YU 
       41.52        44.09        30.81        21.17        29.82        14.83 
TCGA-BG-A186 TCGA-BG-A18A TCGA-BG-A18B TCGA-BK-A0CB TCGA-BK-A13C TCGA-BS-A0U7 
       13.78        14.01        15.45         6.18        24.99        30.71 
TCGA-BS-A0U8 TCGA-D1-A0ZZ TCGA-D1-A15W TCGA-D1-A160 TCGA-D1-A16O TCGA-D1-A175 
       97.41        22.52        30.08         3.68        33.60         6.64 
TCGA-D1-A17H TCGA-D1-A17L TCGA-D1-A17M TCGA-D1-A17Q 
       28.01        26.37        10.22         1.78 

$subtype4
TCGA-A5-A0GA TCGA-A5-A0GD TCGA-A5-A0GG TCGA-AP-A0LP TCGA-AX-A05S TCGA-AX-A05Y 
       17.85         3.19        87.32        61.64        13.58        72.03 
TCGA-AX-A060 TCGA-BG-A0M4 TCGA-BK-A0C9 TCGA-BS-A0TC TCGA-BS-A0UF TCGA-D1-A16V 
       35.34        34.98        12.69        85.55        85.84         1.41 

$subtype5
TCGA-A5-A0GI TCGA-A5-A0GN TCGA-A5-A0GU TCGA-A5-A0R9 TCGA-A5-A0VQ TCGA-AP-A051 
       57.53        60.53        28.24        24.62        15.95        83.67 
TCGA-AP-A05N TCGA-AP-A05O TCGA-AP-A05P TCGA-AP-A0LG TCGA-AP-A0LJ TCGA-AP-A0LL 
        7.86        12.20        20.91        63.16        31.73        83.97 
TCGA-AP-A0LN TCGA-AP-A0LV TCGA-AX-A05T TCGA-AX-A05U TCGA-AX-A062 TCGA-AX-A0IS 
       82.52        25.08        19.82        29.65        45.96        35.01 
TCGA-B5-A0K0 TCGA-B5-A0K7 TCGA-B5-A11G TCGA-B5-A11V TCGA-B5-A11Z TCGA-B5-A121 
       28.34        17.06       113.33        19.53        17.36        16.57 
TCGA-BG-A0M3 TCGA-BG-A0MU TCGA-BG-A0VT TCGA-BG-A0VV TCGA-BS-A0TI TCGA-BS-A0UJ 
       35.21        20.25         7.36         8.55        61.87        82.39 
TCGA-BS-A0V7 TCGA-D1-A15Z TCGA-D1-A165 TCGA-D1-A16B TCGA-D1-A16Q TCGA-D1-A16Y 
       63.58         1.91         0.66        36.36        10.65        17.49 
TCGA-D1-A176 TCGA-D1-A17C TCGA-D1-A17S TCGA-D1-A17T TCGA-DI-A0WH 
       30.15         0.99        24.30         2.30        16.27 

$subtype6
TCGA-A5-A0GX TCGA-A5-A0VO TCGA-AP-A05H TCGA-AP-A0LH TCGA-AX-A0IW TCGA-AX-A0IZ 
       68.61        11.97        45.53        36.36        37.74        43.82 
TCGA-B5-A0JT TCGA-B5-A0K9 TCGA-BG-A0LW TCGA-BG-A0M6 TCGA-BG-A0M8 TCGA-BG-A187 
       43.13        11.01        18.58         7.92        36.49        14.73 
TCGA-BS-A0TD TCGA-BS-A0TG TCGA-D1-A0ZP TCGA-D1-A0ZU TCGA-D1-A102 TCGA-D1-A103 
       78.18        77.92        29.95        28.67         4.44        21.99 
TCGA-D1-A15V TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A169 TCGA-D1-A16I TCGA-D1-A16R 
       39.48        29.33        37.64        37.32        11.47         0.69 
TCGA-D1-A17F TCGA-D1-A17U 
        1.28        22.92 

subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
    0.56     5.95     1.78     1.41     0.66     0.69 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
  106.88   149.52   185.75    87.32   113.33    78.18 
subtype1 subtype2 subtype3 subtype4 subtype5 subtype6 
  29.455   28.080   29.920   35.160   24.620   29.640 
[1] "0.6 - 106.9 (29.5)" "6.0 - 149.5 (28.1)" "1.8 - 185.8 (29.9)"
[4] "1.4 - 87.3 (35.2)"  "0.7 - 113.3 (24.6)" "0.7 - 78.2 (29.6)" 
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype4"
  [7] "subtype3" "subtype4" "subtype1" "subtype4" "subtype2" "subtype5"
 [13] "subtype3" "subtype3" "subtype5" "subtype1" "subtype1" "subtype5"
 [19] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype1"
 [25] "subtype5" "subtype1" "subtype6" "subtype1" "subtype5" "subtype5"
 [31] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
 [37] "subtype2" "subtype6" "subtype1" "subtype5" "subtype5" "subtype5"
 [43] "subtype2" "subtype2" "subtype1" "subtype5" "subtype6" "subtype1"
 [49] "subtype5" "subtype5" "subtype1" "subtype5" "subtype4" "subtype2"
 [55] "subtype5" "subtype4" "subtype5" "subtype5" "subtype3" "subtype4"
 [61] "subtype1" "subtype4" "subtype5" "subtype3" "subtype1" "subtype2"
 [67] "subtype1" "subtype2" "subtype3" "subtype1" "subtype5" "subtype6"
 [73] "subtype6" "subtype2" "subtype3" "subtype2" "subtype6" "subtype2"
 [79] "subtype3" "subtype5" "subtype3" "subtype1" "subtype2" "subtype1"
 [85] "subtype5" "subtype6" "subtype2" "subtype3" "subtype5" "subtype2"
 [91] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype5"
 [97] "subtype3" "subtype2" "subtype1" "subtype5" "subtype5" "subtype6"
[103] "subtype3" "subtype1" "subtype1" "subtype5" "subtype4" "subtype6"
[109] "subtype3" "subtype6" "subtype3" "subtype3" "subtype1" "subtype3"
[115] "subtype3" "subtype3" "subtype5" "subtype2" "subtype5" "subtype5"
[121] "subtype3" "subtype3" "subtype2" "subtype3" "subtype6" "subtype3"
[127] "subtype3" "subtype2" "subtype4" "subtype1" "subtype3" "subtype1"
[133] "subtype1" "subtype3" "subtype1" "subtype2" "subtype4" "subtype6"
[139] "subtype6" "subtype5" "subtype2" "subtype3" "subtype3" "subtype1"
[145] "subtype4" "subtype5" "subtype5" "subtype6" "subtype1" "subtype6"
[151] "subtype3" "subtype1" "subtype6" "subtype6" "subtype6" "subtype3"
[157] "subtype1" "subtype5" "subtype3" "subtype6" "subtype6" "subtype1"
[163] "subtype5" "subtype2" "subtype2" "subtype6" "subtype5" "subtype1"
[169] "subtype1" "subtype1" "subtype1" "subtype6" "subtype1" "subtype2"
[175] "subtype3" "subtype5" "subtype6" "subtype2" "subtype4" "subtype1"
[181] "subtype5" "subtype3" "subtype5" "subtype2" "subtype2" "subtype1"
[187] "subtype5" "subtype1" "subtype6" "subtype3" "subtype2" "subtype3"
[193] "subtype3" "subtype1" "subtype3" "subtype2" "subtype5" "subtype5"
[199] "subtype6" "subtype5"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype4"
  [7] "subtype3" "subtype4" "subtype1" "subtype4" "subtype2" "subtype5"
 [13] "subtype3" "subtype3" "subtype5" "subtype1" "subtype1" "subtype5"
 [19] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype1"
 [25] "subtype5" "subtype1" "subtype6" "subtype1" "subtype5" "subtype5"
 [31] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
 [37] "subtype2" "subtype6" "subtype1" "subtype5" "subtype5" "subtype5"
 [43] "subtype2" "subtype2" "subtype1" "subtype5" "subtype6" "subtype1"
 [49] "subtype5" "subtype5" "subtype1" "subtype5" "subtype4" "subtype2"
 [55] "subtype5" "subtype4" "subtype5" "subtype5" "subtype3" "subtype4"
 [61] "subtype1" "subtype4" "subtype5" "subtype3" "subtype1" "subtype2"
 [67] "subtype1" "subtype2" "subtype3" "subtype1" "subtype5" "subtype6"
 [73] "subtype6" "subtype2" "subtype3" "subtype2" "subtype6" "subtype2"
 [79] "subtype3" "subtype5" "subtype3" "subtype1" "subtype2" "subtype1"
 [85] "subtype5" "subtype6" "subtype2" "subtype3" "subtype5" "subtype2"
 [91] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype5"
 [97] "subtype3" "subtype2" "subtype1" "subtype5" "subtype5" "subtype6"
[103] "subtype3" "subtype1" "subtype1" "subtype5" "subtype4" "subtype6"
[109] "subtype3" "subtype6" "subtype3" "subtype3" "subtype1" "subtype3"
[115] "subtype3" "subtype3" "subtype5" "subtype2" "subtype5" "subtype5"
[121] "subtype3" "subtype3" "subtype2" "subtype3" "subtype6" "subtype3"
[127] "subtype3" "subtype2" "subtype4" "subtype1" "subtype3" "subtype1"
[133] "subtype1" "subtype3" "subtype1" "subtype2" "subtype4" "subtype6"
[139] "subtype6" "subtype5" "subtype2" "subtype3" "subtype3" "subtype1"
[145] "subtype4" "subtype5" "subtype5" "subtype6" "subtype1" "subtype6"
[151] "subtype3" "subtype1" "subtype6" "subtype6" "subtype6" "subtype3"
[157] "subtype1" "subtype5" "subtype3" "subtype6" "subtype6" "subtype1"
[163] "subtype5" "subtype2" "subtype2" "subtype6" "subtype5" "subtype1"
[169] "subtype1" "subtype1" "subtype1" "subtype6" "subtype1" "subtype2"
[175] "subtype3" "subtype5" "subtype6" "subtype2" "subtype4" "subtype1"
[181] "subtype5" "subtype3" "subtype5" "subtype2" "subtype2" "subtype1"
[187] "subtype5" "subtype1" "subtype6" "subtype3" "subtype2" "subtype3"
[193] "subtype3" "subtype1" "subtype3" "subtype2" "subtype5" "subtype5"
[199] "subtype6" "subtype5"
  [1] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype4"
  [7] "subtype3" "subtype4" "subtype1" "subtype4" "subtype2" "subtype5"
 [13] "subtype3" "subtype3" "subtype5" "subtype1" "subtype1" "subtype5"
 [19] "subtype2" "subtype2" "subtype6" "subtype2" "subtype2" "subtype1"
 [25] "subtype5" "subtype1" "subtype6" "subtype1" "subtype5" "subtype5"
 [31] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype2"
 [37] "subtype2" "subtype6" "subtype1" "subtype5" "subtype5" "subtype5"
 [43] "subtype2" "subtype2" "subtype1" "subtype5" "subtype6" "subtype1"
 [49] "subtype5" "subtype5" "subtype1" "subtype5" "subtype4" "subtype2"
 [55] "subtype5" "subtype4" "subtype5" "subtype5" "subtype3" "subtype4"
 [61] "subtype1" "subtype4" "subtype5" "subtype3" "subtype1" "subtype2"
 [67] "subtype1" "subtype2" "subtype3" "subtype1" "subtype5" "subtype6"
 [73] "subtype6" "subtype2" "subtype3" "subtype2" "subtype6" "subtype2"
 [79] "subtype3" "subtype5" "subtype3" "subtype1" "subtype2" "subtype1"
 [85] "subtype5" "subtype6" "subtype2" "subtype3" "subtype5" "subtype2"
 [91] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype5"
 [97] "subtype3" "subtype2" "subtype1" "subtype5" "subtype5" "subtype6"
[103] "subtype3" "subtype1" "subtype1" "subtype5" "subtype4" "subtype6"
[109] "subtype3" "subtype6" "subtype3" "subtype3" "subtype1" "subtype3"
[115] "subtype3" "subtype3" "subtype5" "subtype2" "subtype5" "subtype5"
[121] "subtype3" "subtype3" "subtype2" "subtype3" "subtype6" "subtype3"
[127] "subtype3" "subtype2" "subtype4" "subtype1" "subtype3" "subtype1"
[133] "subtype1" "subtype3" "subtype1" "subtype2" "subtype4" "subtype6"
[139] "subtype6" "subtype5" "subtype2" "subtype3" "subtype3" "subtype1"
[145] "subtype4" "subtype5" "subtype5" "subtype6" "subtype1" "subtype6"
[151] "subtype3" "subtype1" "subtype6" "subtype6" "subtype6" "subtype3"
[157] "subtype1" "subtype5" "subtype3" "subtype6" "subtype6" "subtype1"
[163] "subtype5" "subtype2" "subtype2" "subtype6" "subtype5" "subtype1"
[169] "subtype1" "subtype1" "subtype1" "subtype6" "subtype1" "subtype2"
[175] "subtype3" "subtype5" "subtype6" "subtype2" "subtype4" "subtype1"
[181] "subtype5" "subtype3" "subtype5" "subtype2" "subtype2" "subtype1"
[187] "subtype5" "subtype1" "subtype6" "subtype3" "subtype2" "subtype3"
[193] "subtype3" "subtype1" "subtype3" "subtype2" "subtype5" "subtype5"
[199] "subtype6" "subtype5"
D5V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      35
  subtype2                                      28
  subtype3                                      39
  subtype4                                      12
  subtype5                                      41
  subtype6                                      19
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             1                                 6
  subtype2                             0                                11
  subtype3                             1                                 0
  subtype4                             0                                 0
  subtype5                             0                                 0
  subtype6                             1                                 6
D5V3, multiclass
D5V4, binary
          cls
clus        0  1
  subtype1 20 22
  subtype2 19 20
  subtype3 13 27
  subtype4  4  8
  subtype5 13 28
  subtype6 11 15
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   20   22
  subtype2   19   20
  subtype3   13   27
  subtype4    4    8
  subtype5   13   28
  subtype6   11   15
          vv
clus       R0 R1 R2 RX
  subtype1 24  3  3  6
  subtype2 29  1  1  2
  subtype3 26  0  0  5
  subtype4 10  1  1  0
  subtype5 30  4  0  1
  subtype6 22  0  0  2
D5V5, multiclass

Clustering(6) Variable = RPPA_CHIERARCHICAL
D6V1, survival
          sevent
clus2        0   1
  subtype1 115   9
  subtype2  65  11
subtype1 subtype2 
     124       76 
subtype1 subtype2 
       9       11 
$subtype1
TCGA-A5-A0G9 TCGA-A5-A0GA TCGA-A5-A0GB TCGA-A5-A0GD TCGA-A5-A0GG TCGA-A5-A0GI 
       83.51        17.85        32.78         3.19        87.32        57.53 
TCGA-A5-A0GJ TCGA-A5-A0GM TCGA-A5-A0GN TCGA-A5-A0GR TCGA-A5-A0GU TCGA-A5-A0GX 
       65.75        60.49        60.53        36.82        28.24        68.61 
TCGA-A5-A0R9 TCGA-A5-A0RA TCGA-A5-A0VO TCGA-A5-A0VQ TCGA-AP-A051 TCGA-AP-A05D 
       24.62        29.03        11.97        15.95        83.67        57.80 
TCGA-AP-A05H TCGA-AP-A05N TCGA-AP-A05O TCGA-AP-A05P TCGA-AP-A0LE TCGA-AP-A0LG 
       45.53         7.86        12.20        20.91       110.37        63.16 
TCGA-AP-A0LH TCGA-AP-A0LJ TCGA-AP-A0LL TCGA-AP-A0LN TCGA-AP-A0LP TCGA-AP-A0LV 
       36.36        31.73        83.97        82.52        61.64        25.08 
TCGA-AX-A05T TCGA-AX-A05U TCGA-AX-A05W TCGA-AX-A05Y TCGA-AX-A05Z TCGA-AX-A060 
       19.82        29.65        68.32        72.03        46.45        35.34 
TCGA-AX-A062 TCGA-AX-A063 TCGA-AX-A06B TCGA-AX-A06J TCGA-AX-A0IS TCGA-AX-A0IW 
       45.96        66.54        53.88        30.02        35.01        37.74 
TCGA-AX-A0IZ TCGA-AX-A0J1 TCGA-B5-A0JT TCGA-B5-A0JZ TCGA-B5-A0K0 TCGA-B5-A0K1 
       43.82        65.88        43.13        28.64        28.34        30.51 
TCGA-B5-A0K2 TCGA-B5-A0K4 TCGA-B5-A0K9 TCGA-B5-A11F TCGA-B5-A11G TCGA-B5-A11N 
       25.91        17.88        11.01       185.75       113.33        43.96 
TCGA-B5-A11Q TCGA-B5-A11S TCGA-B5-A11V TCGA-B5-A11W TCGA-B5-A11Z TCGA-B5-A121 
       32.05        27.32        19.53        19.46        17.36        16.57 
TCGA-BG-A0LW TCGA-BG-A0LX TCGA-BG-A0M2 TCGA-BG-A0M3 TCGA-BG-A0M4 TCGA-BG-A0M7 
       18.58        20.15        20.91        35.21        34.98        38.37 
TCGA-BG-A0M8 TCGA-BG-A0M9 TCGA-BG-A0MC TCGA-BG-A0MH TCGA-BG-A0MS TCGA-BG-A0MT 
       36.49        28.27        41.52        44.09        30.81        21.17 
TCGA-BG-A0MU TCGA-BG-A0RY TCGA-BG-A0VT TCGA-BG-A0VV TCGA-BG-A0W1 TCGA-BG-A0YU 
       20.25        15.42         7.36         8.55        29.82        14.83 
TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B TCGA-BK-A0C9 TCGA-BK-A0CB 
       13.78        14.73        14.01        15.45        12.69         6.18 
TCGA-BK-A13C TCGA-BS-A0TC TCGA-BS-A0TD TCGA-BS-A0TG TCGA-BS-A0TI TCGA-BS-A0U7 
       24.99        85.55        78.18        77.92        61.87        30.71 
TCGA-BS-A0U8 TCGA-BS-A0UF TCGA-BS-A0UJ TCGA-BS-A0V7 TCGA-D1-A0ZP TCGA-D1-A0ZU 
       97.41        85.84        82.39        63.58        29.95        28.67 
TCGA-D1-A0ZZ TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15V TCGA-D1-A15Z TCGA-D1-A160 
       22.52         4.44        21.99        39.48         1.91         3.68 
TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A165 TCGA-D1-A167 TCGA-D1-A169 TCGA-D1-A16B 
       29.33        37.64         0.66        15.72        37.32        36.36 
TCGA-D1-A16I TCGA-D1-A16N TCGA-D1-A16O TCGA-D1-A16R TCGA-D1-A16V TCGA-D1-A175 
       11.47        31.07        33.60         0.69         1.41         6.64 
TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17H TCGA-D1-A17K TCGA-D1-A17L TCGA-D1-A17M 
       30.44         1.28        28.01        28.08        26.37        10.22 
TCGA-D1-A17Q TCGA-D1-A17R TCGA-D1-A17U TCGA-DI-A0WH 
        1.78        11.15        22.92        16.27 

$subtype2
TCGA-A5-A0G1 TCGA-A5-A0G2 TCGA-A5-A0G3 TCGA-A5-A0G5 TCGA-A5-A0GE TCGA-A5-A0GH 
      106.88       149.52        46.95        37.02       105.37        74.07 
TCGA-A5-A0GQ TCGA-A5-A0GV TCGA-A5-A0GW TCGA-A5-A0R6 TCGA-A5-A0R7 TCGA-A5-A0R8 
       38.37        20.81        23.21        19.96        17.56        19.56 
TCGA-A5-A0VP TCGA-AP-A052 TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A056 TCGA-AP-A059 
       42.31        21.99         5.95        23.31        86.07         8.22 
TCGA-AP-A05A TCGA-AP-A05J TCGA-AP-A0LD TCGA-AP-A0LF TCGA-AP-A0LI TCGA-AP-A0LM 
       39.39        36.89       117.99         3.39        97.71        27.12 
TCGA-AP-A0LT TCGA-AX-A05S TCGA-AX-A064 TCGA-AX-A06D TCGA-AX-A06F TCGA-AX-A06L 
       49.22        13.58        34.98        12.26        51.09        60.62 
TCGA-AX-A0J0 TCGA-B5-A0JN TCGA-B5-A0JY TCGA-B5-A0K3 TCGA-B5-A0K7 TCGA-B5-A11E 
       40.08        80.38        32.98        23.01        17.06         8.71 
TCGA-B5-A11H TCGA-B5-A11I TCGA-B5-A11U TCGA-B5-A11X TCGA-B5-A11Y TCGA-BG-A0M0 
       88.34        75.72        16.73        19.56        18.38        19.30 
TCGA-BG-A0M6 TCGA-BG-A0MG TCGA-BG-A0YV TCGA-BG-A18C TCGA-BK-A0CA TCGA-BK-A0CC 
        7.92        48.56        12.56        15.45        34.98        10.22 
TCGA-BK-A139 TCGA-BS-A0T9 TCGA-BS-A0TA TCGA-BS-A0TJ TCGA-BS-A0U9 TCGA-D1-A0ZR 
       10.16        46.95        23.47        67.99        67.20         0.56 
TCGA-D1-A101 TCGA-D1-A15W TCGA-D1-A15X TCGA-D1-A163 TCGA-D1-A168 TCGA-D1-A16D 
        1.74        30.08        29.88        32.58        36.10        37.51 
TCGA-D1-A16E TCGA-D1-A16F TCGA-D1-A16G TCGA-D1-A16J TCGA-D1-A16Q TCGA-D1-A16S 
       36.79         2.63        27.42        29.88        10.65        18.67 
TCGA-D1-A16X TCGA-D1-A16Y TCGA-D1-A176 TCGA-D1-A177 TCGA-D1-A179 TCGA-D1-A17B 
        3.65        17.49        30.15        18.02         6.77         6.97 
TCGA-D1-A17C TCGA-D1-A17N TCGA-D1-A17S TCGA-D1-A17T 
        0.99         1.51        24.30         2.30 

subtype1 subtype2 
    0.66     0.56 
subtype1 subtype2 
  185.75   149.52 
subtype1 subtype2 
  29.735   23.885 
[1] "0.7 - 185.8 (29.7)" "0.6 - 149.5 (23.9)"
  [1] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [19] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [31] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [37] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [49] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
 [61] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [67] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
 [73] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
 [79] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [85] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [91] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [97] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[109] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[115] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[121] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[127] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[139] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[151] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[157] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[163] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[175] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[181] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[187] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[193] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[199] "subtype1" "subtype1"
  [1] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [19] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [31] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [37] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [49] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
 [61] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [67] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
 [73] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
 [79] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [85] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [91] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [97] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[109] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[115] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[121] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[127] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[139] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[151] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[157] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[163] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[175] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[181] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[187] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[193] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[199] "subtype1" "subtype1"
  [1] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
  [7] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [19] "subtype2" "subtype2" "subtype1" "subtype2" "subtype2" "subtype2"
 [25] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
 [31] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
 [37] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [49] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
 [61] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [67] "subtype2" "subtype2" "subtype1" "subtype2" "subtype1" "subtype1"
 [73] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
 [79] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [85] "subtype2" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
 [91] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [97] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[103] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[109] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[115] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[121] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[127] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[133] "subtype2" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[139] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[145] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[151] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[157] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype2"
[163] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype2"
[169] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype1"
[175] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[181] "subtype2" "subtype1" "subtype2" "subtype2" "subtype2" "subtype2"
[187] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[193] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[199] "subtype1" "subtype1"
[1] "hr=" "2.1"
D6V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                     116
  subtype2                                      58
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             2                                 6
  subtype2                             1                                17
D6V3, multiclass
D6V4, binary
          cls
clus        0  1
  subtype1 47 77
  subtype2 33 43
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   47   77
  subtype2   33   43
     clus
vv    subtype1 subtype2
  NO        47       33
  YES       77       43
          vv
clus       R0 R1 R2 RX
  subtype1 94  6  0  6
  subtype2 47  3  5 10
D6V5, multiclass

Clustering(7) Variable = MRNASEQ_CNMF
D7V1, survival
          sevent
clus2        0   1
  subtype1 123  32
  subtype2  70   7
  subtype3 100  12
  subtype4 118   6
subtype1 subtype2 subtype3 subtype4 
     155       77      112      124 
subtype1 subtype2 subtype3 subtype4 
      32        7       12        6 
$subtype1
TCGA-A5-A0G2 TCGA-A5-A0G3 TCGA-A5-A0G5 TCGA-A5-A0GH TCGA-A5-A0R6 TCGA-A5-A1OG 
      149.52        46.95        37.02        74.07        19.96        11.44 
TCGA-A5-A1OH TCGA-A5-A2K2 TCGA-A5-A2K4 TCGA-A5-A3LP TCGA-AJ-A23M TCGA-AJ-A23N 
       36.30        91.00        28.64        14.96         1.02         1.08 
TCGA-AJ-A2QM TCGA-AJ-A3BD TCGA-AJ-A3BF TCGA-AJ-A3EJ TCGA-AJ-A3EL TCGA-AJ-A3EM 
        1.02         0.49         1.12         1.64         2.14         1.64 
TCGA-AJ-A3IA TCGA-AJ-A3NF TCGA-AJ-A3NG TCGA-AJ-A3NH TCGA-AJ-A3OL TCGA-AJ-A3QS 
        0.92         1.35         1.71         0.76         1.87         1.84 
TCGA-AJ-A3TW TCGA-AP-A052 TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A05A TCGA-AP-A05D 
        1.68        21.99         5.95        23.31        39.39        57.80 
TCGA-AP-A05H TCGA-AP-A05J TCGA-AP-A05P TCGA-AP-A0L8 TCGA-AP-A0L9 TCGA-AP-A0LD 
       45.53        36.89        20.91        48.79       125.39       117.99 
TCGA-AP-A0LI TCGA-AP-A0LM TCGA-AP-A1DK TCGA-AP-A1DQ TCGA-AP-A1E4 TCGA-AP-A3K1 
       97.71        27.12        60.36        41.92        16.24        18.25 
TCGA-AW-A1PO TCGA-AX-A06D TCGA-AX-A0IU TCGA-AX-A0IW TCGA-AX-A1C7 TCGA-AX-A1C8 
        0.56        12.26        28.54        37.74        16.93        13.55 
TCGA-AX-A1CA TCGA-AX-A1CC TCGA-AX-A1CF TCGA-AX-A1CP TCGA-AX-A1CR TCGA-AX-A2H2 
       20.28        12.43        76.83        36.39        11.08         4.77 
TCGA-AX-A2H4 TCGA-AX-A2H5 TCGA-AX-A2H8 TCGA-AX-A2HD TCGA-AX-A2HF TCGA-AX-A2HG 
       30.08        71.24        61.18        40.50        16.08        21.70 
TCGA-AX-A2HK TCGA-AX-A2IN TCGA-AX-A2IO TCGA-AX-A3FS TCGA-AX-A3FZ TCGA-AX-A3G3 
        2.96        31.10        38.66         0.23         0.20         0.03 
TCGA-AX-A3G4 TCGA-AX-A3G7 TCGA-AX-A3GI TCGA-B5-A0JN TCGA-B5-A0K3 TCGA-B5-A0K4 
        0.13         0.23         0.13        80.38        23.01        17.88 
TCGA-B5-A0K8 TCGA-B5-A11I TCGA-B5-A1MR TCGA-B5-A1MS TCGA-B5-A1MU TCGA-B5-A1MY 
       17.82        75.72       191.84       102.05        50.86        11.87 
TCGA-B5-A1N2 TCGA-B5-A3S1 TCGA-BG-A0M6 TCGA-BG-A0YV TCGA-BG-A18C TCGA-BG-A220 
       12.79         5.00         7.92        12.56        15.45        14.27 
TCGA-BG-A2AE TCGA-BG-A3PP TCGA-BK-A0CC TCGA-BK-A139 TCGA-BK-A26L TCGA-BS-A0U9 
        0.53         6.81        10.22        10.16        24.13        67.20 
TCGA-BS-A0UV TCGA-BS-A0V8 TCGA-D1-A0ZP TCGA-D1-A0ZS TCGA-D1-A0ZZ TCGA-D1-A15V 
       73.25        49.55        29.95         4.83        22.52        39.48 
TCGA-D1-A167 TCGA-D1-A16I TCGA-D1-A16S TCGA-D1-A16Y TCGA-D1-A179 TCGA-D1-A17K 
       15.72        11.47        18.67        17.49         6.77        28.08 
TCGA-D1-A1NU TCGA-D1-A1NW TCGA-D1-A1NX TCGA-D1-A1O0 TCGA-D1-A2G6 TCGA-D1-A2G7 
       13.22         0.72        18.25         2.07         8.48        44.88 
TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A0WH TCGA-DI-A1NN TCGA-DI-A1NO TCGA-DI-A2QT 
        4.27         4.11        16.27        35.38         9.37        12.39 
TCGA-DI-A2QU TCGA-DI-A2QY TCGA-E6-A2P8 TCGA-EO-A1Y5 TCGA-EO-A1Y8 TCGA-EO-A2CG 
       31.10        91.96         2.37        10.92        10.78        32.02 
TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EY-A1G7 TCGA-EY-A1GC TCGA-EY-A1GM TCGA-EY-A1GO 
       19.40        34.39         6.21         4.54         6.87        19.27 
TCGA-EY-A1GP TCGA-EY-A1GR TCGA-EY-A1GS TCGA-EY-A1GV TCGA-EY-A210 TCGA-EY-A212 
       18.84        17.62        15.09        15.81        12.59         3.58 
TCGA-EY-A2OM TCGA-EY-A2ON TCGA-EY-A2OO TCGA-EY-A2OQ TCGA-EY-A3L3 TCGA-EY-A4KR 
       22.82        13.45        45.76        29.06        27.35         6.44 
TCGA-EY-A547 TCGA-EY-A54A TCGA-FI-A2CX TCGA-FI-A2CY TCGA-FI-A2D2 TCGA-FI-A2D6 
       17.88         3.72        40.01        34.98        36.00         8.98 
TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX TCGA-FI-A2EY TCGA-FI-A2F8 TCGA-FI-A2F9 
       97.08        59.01         9.07        29.03        25.02        26.01 
TCGA-FI-A3PV TCGA-H5-A2HR TCGA-K6-A3WQ TCGA-KJ-A3U4 TCGA-PG-A5BC 
       41.06         1.74         6.67         2.40        10.82 

$subtype2
TCGA-A5-A0G1 TCGA-A5-A0GA TCGA-A5-A0GR TCGA-A5-A1OF TCGA-A5-A2K3 TCGA-A5-A2K7 
      106.88        17.85        36.82         7.92        46.32         5.13 
TCGA-AJ-A3BG TCGA-AJ-A3EK TCGA-AJ-A3NE TCGA-AJ-A3OJ TCGA-AP-A056 TCGA-AP-A059 
        1.02         2.10         2.56         1.94        86.07         8.22 
TCGA-AP-A0LF TCGA-AP-A0LH TCGA-AP-A0LT TCGA-AP-A1DH TCGA-AP-A1DM TCGA-AP-A1DO 
        3.39        36.36        49.22        71.67        55.89        31.30 
TCGA-AP-A1DR TCGA-AP-A1DV TCGA-AX-A05S TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A064 
       49.15         6.71        13.58        46.45        35.34        34.98 
TCGA-AX-A06F TCGA-AX-A06H TCGA-AX-A0IZ TCGA-AX-A1C4 TCGA-AX-A3FT TCGA-AX-A3G8 
       51.09        27.39        43.82        13.28         0.10         1.18 
TCGA-AX-A3G9 TCGA-B5-A0JZ TCGA-B5-A0K9 TCGA-B5-A11H TCGA-B5-A11L TCGA-B5-A11N 
        8.35        28.64        11.01        88.34        45.90        43.96 
TCGA-B5-A11Y TCGA-B5-A1MX TCGA-BG-A0M4 TCGA-BG-A0M8 TCGA-BG-A0MH TCGA-BG-A0MQ 
       18.38        11.67        34.98        36.49        44.09        39.32 
TCGA-BG-A0RY TCGA-BG-A221 TCGA-BG-A222 TCGA-BG-A3EW TCGA-BS-A0TE TCGA-BS-A0TG 
       15.42         1.81         9.57        11.31         4.80        77.92 
TCGA-BS-A0U7 TCGA-BS-A0V4 TCGA-D1-A101 TCGA-D1-A103 TCGA-D1-A15X TCGA-D1-A160 
       30.71        59.51         1.74        21.99        29.88         3.68 
TCGA-D1-A163 TCGA-D1-A168 TCGA-D1-A16G TCGA-D1-A16J TCGA-D1-A177 TCGA-D1-A17A 
       32.58        36.10        27.42        29.88        18.02         1.58 
TCGA-D1-A17H TCGA-D1-A17L TCGA-D1-A1NY TCGA-D1-A3DA TCGA-E6-A1LX TCGA-E6-A1LZ 
       28.01        26.37        16.87         0.26        23.38        48.36 
TCGA-EC-A1QX TCGA-EO-A22T TCGA-EO-A3AU TCGA-EO-A3AY TCGA-EY-A1GT TCGA-EY-A1GU 
        7.33        33.01        19.36        12.89        16.11        12.43 
TCGA-EY-A214 TCGA-EY-A215 TCGA-EY-A3QX TCGA-EY-A5W2 TCGA-FI-A2D0 
       14.40        18.87        13.84         5.26        33.99 

$subtype3
TCGA-A5-A0GB TCGA-A5-A0GI TCGA-A5-A0GJ TCGA-A5-A0GM TCGA-A5-A0GN TCGA-A5-A0GU 
       32.78        57.53        65.75        60.49        60.53        28.24 
TCGA-A5-A0GV TCGA-A5-A0GW TCGA-A5-A0GX TCGA-A5-A0R7 TCGA-A5-A0R9 TCGA-A5-A0VP 
       20.81        23.21        68.61        17.56        24.62        42.31 
TCGA-A5-A0VQ TCGA-A5-A2K5 TCGA-A5-A3LO TCGA-AJ-A23O TCGA-AJ-A2QK TCGA-AJ-A3NC 
       15.95         5.29         7.33         1.97         0.39         6.90 
TCGA-AP-A051 TCGA-AP-A05N TCGA-AP-A0LE TCGA-AP-A0LG TCGA-AP-A0LL TCGA-AP-A0LN 
       83.67         7.86       110.37        63.16        83.97        82.52 
TCGA-AP-A0LV TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AP-A1E3 TCGA-AX-A062 TCGA-AX-A063 
       25.08        30.90        10.42        27.85        45.96        66.54 
TCGA-AX-A06B TCGA-AX-A0IS TCGA-AX-A0J0 TCGA-AX-A0J1 TCGA-AX-A1CI TCGA-AX-A1CK 
       53.88        35.01        40.08        65.88        72.56        67.46 
TCGA-AX-A1CN TCGA-AX-A2HA TCGA-AX-A2HC TCGA-AX-A2HJ TCGA-B5-A0JU TCGA-B5-A0JV 
       25.12        68.71        33.40        27.32        48.76        40.67 
TCGA-B5-A0JY TCGA-B5-A0K0 TCGA-B5-A0K6 TCGA-B5-A0K7 TCGA-B5-A11E TCGA-B5-A11F 
       32.98        28.34        14.01        17.06         8.71       185.75 
TCGA-B5-A11Q TCGA-B5-A11U TCGA-B5-A11V TCGA-B5-A11X TCGA-B5-A11Z TCGA-B5-A1MZ 
       32.05        16.73        19.53        19.56        17.36        15.29 
TCGA-B5-A3FC TCGA-BG-A0LW TCGA-BG-A0LX TCGA-BG-A0M3 TCGA-BG-A0MA TCGA-BG-A0MI 
       62.14        18.58        20.15        35.21        10.72        23.47 
TCGA-BG-A0MO TCGA-BG-A0MS TCGA-BG-A0MT TCGA-BG-A0MU TCGA-BG-A0VT TCGA-BG-A0VX 
       43.00        30.81        21.17        20.25         7.36        16.11 
TCGA-BG-A186 TCGA-BG-A2L7 TCGA-BK-A0CB TCGA-BK-A13B TCGA-BK-A4ZD TCGA-BS-A0T9 
       13.78         5.82         6.18        31.76         6.94        46.95 
TCGA-BS-A0TI TCGA-BS-A0TJ TCGA-BS-A0U8 TCGA-BS-A0UF TCGA-BS-A0UJ TCGA-BS-A0UL 
       61.87        67.99        97.41        85.84        82.39        81.57 
TCGA-BS-A0UT TCGA-BS-A0V7 TCGA-BS-A0VI TCGA-BS-A0WQ TCGA-D1-A0ZN TCGA-D1-A0ZQ 
       72.72        63.58        63.16        66.44        16.83         8.55 
TCGA-D1-A0ZU TCGA-D1-A102 TCGA-D1-A15Z TCGA-D1-A16B TCGA-D1-A16N TCGA-D1-A16Q 
       28.67         4.44         1.91        36.36        31.07        10.65 
TCGA-D1-A16R TCGA-D1-A16V TCGA-D1-A175 TCGA-D1-A17C TCGA-D1-A17M TCGA-D1-A17R 
        0.69         1.41         6.64         0.99        10.22        11.15 
TCGA-D1-A1O8 TCGA-DI-A1BY TCGA-DI-A1C3 TCGA-E6-A1M0 TCGA-EO-A22R TCGA-EO-A22S 
        3.95        36.62        24.30        17.03        31.96        35.05 
TCGA-EO-A22U TCGA-EO-A22X TCGA-EY-A1G8 TCGA-EY-A1GD TCGA-EY-A1GI TCGA-EY-A1GL 
       27.12        32.25        14.96         8.15        23.31        13.94 
TCGA-EY-A1GQ TCGA-EY-A2OP TCGA-FI-A2D4 TCGA-FI-A2D5 
       17.88        31.00         7.96        14.01 

$subtype4
TCGA-A5-A0G9 TCGA-A5-A0GD TCGA-A5-A0GE TCGA-A5-A0GG TCGA-A5-A0GP TCGA-A5-A0GQ 
       83.51         3.19       105.37        87.32        46.55        38.37 
TCGA-A5-A0R8 TCGA-A5-A0RA TCGA-A5-A0VO TCGA-A5-A1OJ TCGA-A5-A1OK TCGA-AJ-A2QL 
       19.56        29.03        11.97         9.60         7.99        19.79 
TCGA-AJ-A2QN TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3I9 TCGA-AJ-A3OK TCGA-AP-A05O 
        2.01         2.01         1.68         1.28         4.67        12.20 
TCGA-AP-A0LJ TCGA-AP-A0LO TCGA-AP-A0LP TCGA-AP-A0LS TCGA-AP-A1DP TCGA-AP-A5FX 
       31.73        33.40        61.64        63.06        35.54        33.73 
TCGA-AX-A05T TCGA-AX-A05U TCGA-AX-A05Y TCGA-AX-A06J TCGA-AX-A06L TCGA-AX-A1C5 
       19.82        29.65        72.03        30.02        60.62        19.20 
TCGA-AX-A1C9 TCGA-AX-A1CE TCGA-AX-A1CJ TCGA-AX-A2H7 TCGA-AX-A3FW TCGA-AX-A3FX 
       15.25        20.05        54.08        33.53         0.33         0.13 
TCGA-AX-A3G1 TCGA-AX-A3GB TCGA-B5-A0JS TCGA-B5-A0JT TCGA-B5-A0JX TCGA-B5-A0K1 
       20.52        14.47        46.75        43.13        44.71        30.51 
TCGA-B5-A0K2 TCGA-B5-A0KB TCGA-B5-A11G TCGA-B5-A11J TCGA-B5-A11M TCGA-B5-A11O 
       25.91         4.08       113.33        54.44        44.75        40.93 
TCGA-B5-A11P TCGA-B5-A11R TCGA-B5-A11S TCGA-B5-A11W TCGA-B5-A121 TCGA-B5-A1MV 
       36.82        33.50        27.32        19.46        16.57        14.40 
TCGA-BG-A0M0 TCGA-BG-A0M2 TCGA-BG-A0M7 TCGA-BG-A0M9 TCGA-BG-A0MC TCGA-BG-A0MG 
       19.30        20.91        38.37        28.27        41.52        48.56 
TCGA-BG-A0MK TCGA-BG-A0VV TCGA-BG-A0VW TCGA-BG-A0VZ TCGA-BG-A0W1 TCGA-BG-A0W2 
       43.30         8.55         4.31        28.54        29.82        37.84 
TCGA-BG-A0YU TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B TCGA-BK-A0C9 TCGA-BK-A0CA 
       14.83        14.73        14.01        15.45        12.69        34.98 
TCGA-BK-A13C TCGA-BK-A56F TCGA-BS-A0TA TCGA-BS-A0TC TCGA-BS-A0TD TCGA-BS-A0U5 
       24.99         6.58        23.47        85.55        78.18        96.49 
TCGA-BS-A0UA TCGA-BS-A0UM TCGA-BS-A0V6 TCGA-D1-A0ZO TCGA-D1-A0ZR TCGA-D1-A0ZV 
       88.31        86.89        62.79        19.79         0.56        23.93 
TCGA-D1-A15W TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A165 TCGA-D1-A169 TCGA-D1-A16D 
       30.08        29.33        37.64         0.66        37.32        37.51 
TCGA-D1-A16E TCGA-D1-A16F TCGA-D1-A16O TCGA-D1-A16X TCGA-D1-A174 TCGA-D1-A176 
       36.79         2.63        33.60         3.65        19.53        30.15 
TCGA-D1-A17B TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17N TCGA-D1-A17Q TCGA-D1-A17S 
        6.97        30.44         1.28         1.51         1.78        24.30 
TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NZ TCGA-D1-A1O5 TCGA-D1-A1O7 
        2.30        22.92         1.41        18.02        15.06         1.05 
TCGA-D1-A2G5 TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A24G TCGA-EO-A1Y7 TCGA-EO-A22Y 
       41.42         6.64        16.01        16.77         7.99        25.02 
TCGA-EY-A1GE TCGA-EY-A1GF TCGA-EY-A1GH TCGA-EY-A1GK TCGA-EY-A1GW TCGA-EY-A1GX 
       24.36        27.16        23.31        22.78         8.55         6.48 
TCGA-EY-A1H0 TCGA-EY-A548 TCGA-EY-A549 TCGA-FI-A2F4 
       19.33         2.14         6.97        28.93 

subtype1 subtype2 subtype3 subtype4 
    0.03     0.10     0.39     0.13 
subtype1 subtype2 subtype3 subtype4 
  191.84   106.88   185.75   113.33 
subtype1 subtype2 subtype3 subtype4 
   17.49    21.99    27.22    23.70 
[1] "0.0 - 191.8 (17.5)" "0.1 - 106.9 (22.0)" "0.4 - 185.8 (27.2)"
[4] "0.1 - 113.3 (23.7)"
  [1] "subtype2" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
  [7] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype3"
 [13] "subtype3" "subtype3" "subtype3" "subtype4" "subtype4" "subtype2"
 [19] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
 [25] "subtype4" "subtype3" "subtype4" "subtype4" "subtype3" "subtype3"
 [31] "subtype2" "subtype1" "subtype1" "subtype4" "subtype4" "subtype1"
 [37] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
 [43] "subtype1" "subtype1" "subtype3" "subtype3" "subtype4" "subtype1"
 [49] "subtype4" "subtype1" "subtype1" "subtype2" "subtype4" "subtype4"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype4" "subtype1"
 [61] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
 [67] "subtype4" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
 [73] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
 [79] "subtype1" "subtype1" "subtype3" "subtype4" "subtype1" "subtype1"
 [85] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
 [91] "subtype1" "subtype4" "subtype3" "subtype1" "subtype3" "subtype4"
 [97] "subtype4" "subtype4" "subtype2" "subtype3" "subtype2" "subtype1"
[103] "subtype2" "subtype2" "subtype4" "subtype1" "subtype2" "subtype2"
[109] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype4"
[115] "subtype1" "subtype2" "subtype4" "subtype4" "subtype4" "subtype2"
[121] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[127] "subtype2" "subtype2" "subtype4" "subtype4" "subtype3" "subtype1"
[133] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype4"
[139] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[145] "subtype1" "subtype3" "subtype4" "subtype3" "subtype3" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[157] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[163] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype4"
[169] "subtype4" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[175] "subtype2" "subtype2" "subtype4" "subtype1" "subtype1" "subtype4"
[181] "subtype4" "subtype3" "subtype3" "subtype4" "subtype3" "subtype2"
[187] "subtype3" "subtype4" "subtype4" "subtype1" "subtype1" "subtype3"
[193] "subtype3" "subtype1" "subtype2" "subtype4" "subtype3" "subtype3"
[199] "subtype4" "subtype2" "subtype1" "subtype4" "subtype2" "subtype4"
[205] "subtype2" "subtype4" "subtype4" "subtype3" "subtype4" "subtype4"
[211] "subtype3" "subtype3" "subtype4" "subtype3" "subtype2" "subtype3"
[217] "subtype4" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
[223] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype3" "subtype4" "subtype4" "subtype3" "subtype2" "subtype1"
[235] "subtype4" "subtype2" "subtype4" "subtype3" "subtype4" "subtype4"
[241] "subtype2" "subtype3" "subtype4" "subtype3" "subtype2" "subtype3"
[247] "subtype3" "subtype3" "subtype2" "subtype3" "subtype4" "subtype4"
[253] "subtype3" "subtype4" "subtype4" "subtype4" "subtype4" "subtype1"
[259] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype1"
[265] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[271] "subtype4" "subtype4" "subtype3" "subtype1" "subtype1" "subtype3"
[277] "subtype4" "subtype1" "subtype3" "subtype4" "subtype3" "subtype4"
[283] "subtype4" "subtype4" "subtype2" "subtype2" "subtype3" "subtype3"
[289] "subtype4" "subtype2" "subtype3" "subtype1" "subtype4" "subtype3"
[295] "subtype3" "subtype3" "subtype4" "subtype3" "subtype1" "subtype2"
[301] "subtype4" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[307] "subtype4" "subtype1" "subtype3" "subtype4" "subtype1" "subtype3"
[313] "subtype4" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[319] "subtype4" "subtype2" "subtype3" "subtype2" "subtype4" "subtype4"
[325] "subtype2" "subtype4" "subtype1" "subtype2" "subtype4" "subtype3"
[331] "subtype4" "subtype4" "subtype4" "subtype2" "subtype1" "subtype2"
[337] "subtype3" "subtype4" "subtype3" "subtype3" "subtype1" "subtype3"
[343] "subtype4" "subtype1" "subtype4" "subtype3" "subtype4" "subtype2"
[349] "subtype1" "subtype2" "subtype4" "subtype3" "subtype4" "subtype4"
[355] "subtype2" "subtype1" "subtype2" "subtype3" "subtype4" "subtype4"
[361] "subtype3" "subtype4" "subtype4" "subtype4" "subtype4" "subtype1"
[367] "subtype1" "subtype1" "subtype2" "subtype4" "subtype1" "subtype4"
[373] "subtype4" "subtype3" "subtype4" "subtype1" "subtype1" "subtype2"
[379] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[391] "subtype3" "subtype1" "subtype4" "subtype4" "subtype2" "subtype4"
[397] "subtype1" "subtype4" "subtype1" "subtype3" "subtype3" "subtype2"
[403] "subtype3" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[415] "subtype4" "subtype4" "subtype4" "subtype3" "subtype4" "subtype3"
[421] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[427] "subtype2" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
[433] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[439] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[445] "subtype1" "subtype4" "subtype4" "subtype1" "subtype2" "subtype1"
[451] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype2" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
  [7] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype3"
 [13] "subtype3" "subtype3" "subtype3" "subtype4" "subtype4" "subtype2"
 [19] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
 [25] "subtype4" "subtype3" "subtype4" "subtype4" "subtype3" "subtype3"
 [31] "subtype2" "subtype1" "subtype1" "subtype4" "subtype4" "subtype1"
 [37] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
 [43] "subtype1" "subtype1" "subtype3" "subtype3" "subtype4" "subtype1"
 [49] "subtype4" "subtype1" "subtype1" "subtype2" "subtype4" "subtype4"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype4" "subtype1"
 [61] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
 [67] "subtype4" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
 [73] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
 [79] "subtype1" "subtype1" "subtype3" "subtype4" "subtype1" "subtype1"
 [85] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
 [91] "subtype1" "subtype4" "subtype3" "subtype1" "subtype3" "subtype4"
 [97] "subtype4" "subtype4" "subtype2" "subtype3" "subtype2" "subtype1"
[103] "subtype2" "subtype2" "subtype4" "subtype1" "subtype2" "subtype2"
[109] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype4"
[115] "subtype1" "subtype2" "subtype4" "subtype4" "subtype4" "subtype2"
[121] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[127] "subtype2" "subtype2" "subtype4" "subtype4" "subtype3" "subtype1"
[133] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype4"
[139] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[145] "subtype1" "subtype3" "subtype4" "subtype3" "subtype3" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[157] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[163] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype4"
[169] "subtype4" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[175] "subtype2" "subtype2" "subtype4" "subtype1" "subtype1" "subtype4"
[181] "subtype4" "subtype3" "subtype3" "subtype4" "subtype3" "subtype2"
[187] "subtype3" "subtype4" "subtype4" "subtype1" "subtype1" "subtype3"
[193] "subtype3" "subtype1" "subtype2" "subtype4" "subtype3" "subtype3"
[199] "subtype4" "subtype2" "subtype1" "subtype4" "subtype2" "subtype4"
[205] "subtype2" "subtype4" "subtype4" "subtype3" "subtype4" "subtype4"
[211] "subtype3" "subtype3" "subtype4" "subtype3" "subtype2" "subtype3"
[217] "subtype4" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
[223] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype3" "subtype4" "subtype4" "subtype3" "subtype2" "subtype1"
[235] "subtype4" "subtype2" "subtype4" "subtype3" "subtype4" "subtype4"
[241] "subtype2" "subtype3" "subtype4" "subtype3" "subtype2" "subtype3"
[247] "subtype3" "subtype3" "subtype2" "subtype3" "subtype4" "subtype4"
[253] "subtype3" "subtype4" "subtype4" "subtype4" "subtype4" "subtype1"
[259] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype1"
[265] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[271] "subtype4" "subtype4" "subtype3" "subtype1" "subtype1" "subtype3"
[277] "subtype4" "subtype1" "subtype3" "subtype4" "subtype3" "subtype4"
[283] "subtype4" "subtype4" "subtype2" "subtype2" "subtype3" "subtype3"
[289] "subtype4" "subtype2" "subtype3" "subtype1" "subtype4" "subtype3"
[295] "subtype3" "subtype3" "subtype4" "subtype3" "subtype1" "subtype2"
[301] "subtype4" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[307] "subtype4" "subtype1" "subtype3" "subtype4" "subtype1" "subtype3"
[313] "subtype4" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[319] "subtype4" "subtype2" "subtype3" "subtype2" "subtype4" "subtype4"
[325] "subtype2" "subtype4" "subtype1" "subtype2" "subtype4" "subtype3"
[331] "subtype4" "subtype4" "subtype4" "subtype2" "subtype1" "subtype2"
[337] "subtype3" "subtype4" "subtype3" "subtype3" "subtype1" "subtype3"
[343] "subtype4" "subtype1" "subtype4" "subtype3" "subtype4" "subtype2"
[349] "subtype1" "subtype2" "subtype4" "subtype3" "subtype4" "subtype4"
[355] "subtype2" "subtype1" "subtype2" "subtype3" "subtype4" "subtype4"
[361] "subtype3" "subtype4" "subtype4" "subtype4" "subtype4" "subtype1"
[367] "subtype1" "subtype1" "subtype2" "subtype4" "subtype1" "subtype4"
[373] "subtype4" "subtype3" "subtype4" "subtype1" "subtype1" "subtype2"
[379] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[391] "subtype3" "subtype1" "subtype4" "subtype4" "subtype2" "subtype4"
[397] "subtype1" "subtype4" "subtype1" "subtype3" "subtype3" "subtype2"
[403] "subtype3" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[415] "subtype4" "subtype4" "subtype4" "subtype3" "subtype4" "subtype3"
[421] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[427] "subtype2" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
[433] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[439] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[445] "subtype1" "subtype4" "subtype4" "subtype1" "subtype2" "subtype1"
[451] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype2" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
  [7] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype3"
 [13] "subtype3" "subtype3" "subtype3" "subtype4" "subtype4" "subtype2"
 [19] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
 [25] "subtype4" "subtype3" "subtype4" "subtype4" "subtype3" "subtype3"
 [31] "subtype2" "subtype1" "subtype1" "subtype4" "subtype4" "subtype1"
 [37] "subtype2" "subtype1" "subtype3" "subtype2" "subtype3" "subtype1"
 [43] "subtype1" "subtype1" "subtype3" "subtype3" "subtype4" "subtype1"
 [49] "subtype4" "subtype1" "subtype1" "subtype2" "subtype4" "subtype4"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype4" "subtype1"
 [61] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
 [67] "subtype4" "subtype1" "subtype1" "subtype1" "subtype3" "subtype1"
 [73] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
 [79] "subtype1" "subtype1" "subtype3" "subtype4" "subtype1" "subtype1"
 [85] "subtype1" "subtype1" "subtype3" "subtype2" "subtype3" "subtype2"
 [91] "subtype1" "subtype4" "subtype3" "subtype1" "subtype3" "subtype4"
 [97] "subtype4" "subtype4" "subtype2" "subtype3" "subtype2" "subtype1"
[103] "subtype2" "subtype2" "subtype4" "subtype1" "subtype2" "subtype2"
[109] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype4"
[115] "subtype1" "subtype2" "subtype4" "subtype4" "subtype4" "subtype2"
[121] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype1"
[127] "subtype2" "subtype2" "subtype4" "subtype4" "subtype3" "subtype1"
[133] "subtype1" "subtype2" "subtype3" "subtype3" "subtype2" "subtype4"
[139] "subtype1" "subtype1" "subtype4" "subtype1" "subtype1" "subtype4"
[145] "subtype1" "subtype3" "subtype4" "subtype3" "subtype3" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[157] "subtype3" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[163] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype4"
[169] "subtype4" "subtype1" "subtype4" "subtype1" "subtype1" "subtype1"
[175] "subtype2" "subtype2" "subtype4" "subtype1" "subtype1" "subtype4"
[181] "subtype4" "subtype3" "subtype3" "subtype4" "subtype3" "subtype2"
[187] "subtype3" "subtype4" "subtype4" "subtype1" "subtype1" "subtype3"
[193] "subtype3" "subtype1" "subtype2" "subtype4" "subtype3" "subtype3"
[199] "subtype4" "subtype2" "subtype1" "subtype4" "subtype2" "subtype4"
[205] "subtype2" "subtype4" "subtype4" "subtype3" "subtype4" "subtype4"
[211] "subtype3" "subtype3" "subtype4" "subtype3" "subtype2" "subtype3"
[217] "subtype4" "subtype1" "subtype1" "subtype1" "subtype4" "subtype2"
[223] "subtype1" "subtype3" "subtype1" "subtype3" "subtype1" "subtype3"
[229] "subtype3" "subtype4" "subtype4" "subtype3" "subtype2" "subtype1"
[235] "subtype4" "subtype2" "subtype4" "subtype3" "subtype4" "subtype4"
[241] "subtype2" "subtype3" "subtype4" "subtype3" "subtype2" "subtype3"
[247] "subtype3" "subtype3" "subtype2" "subtype3" "subtype4" "subtype4"
[253] "subtype3" "subtype4" "subtype4" "subtype4" "subtype4" "subtype1"
[259] "subtype3" "subtype4" "subtype4" "subtype4" "subtype1" "subtype1"
[265] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
[271] "subtype4" "subtype4" "subtype3" "subtype1" "subtype1" "subtype3"
[277] "subtype4" "subtype1" "subtype3" "subtype4" "subtype3" "subtype4"
[283] "subtype4" "subtype4" "subtype2" "subtype2" "subtype3" "subtype3"
[289] "subtype4" "subtype2" "subtype3" "subtype1" "subtype4" "subtype3"
[295] "subtype3" "subtype3" "subtype4" "subtype3" "subtype1" "subtype2"
[301] "subtype4" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[307] "subtype4" "subtype1" "subtype3" "subtype4" "subtype1" "subtype3"
[313] "subtype4" "subtype1" "subtype2" "subtype3" "subtype2" "subtype1"
[319] "subtype4" "subtype2" "subtype3" "subtype2" "subtype4" "subtype4"
[325] "subtype2" "subtype4" "subtype1" "subtype2" "subtype4" "subtype3"
[331] "subtype4" "subtype4" "subtype4" "subtype2" "subtype1" "subtype2"
[337] "subtype3" "subtype4" "subtype3" "subtype3" "subtype1" "subtype3"
[343] "subtype4" "subtype1" "subtype4" "subtype3" "subtype4" "subtype2"
[349] "subtype1" "subtype2" "subtype4" "subtype3" "subtype4" "subtype4"
[355] "subtype2" "subtype1" "subtype2" "subtype3" "subtype4" "subtype4"
[361] "subtype3" "subtype4" "subtype4" "subtype4" "subtype4" "subtype1"
[367] "subtype1" "subtype1" "subtype2" "subtype4" "subtype1" "subtype4"
[373] "subtype4" "subtype3" "subtype4" "subtype1" "subtype1" "subtype2"
[379] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype2"
[391] "subtype3" "subtype1" "subtype4" "subtype4" "subtype2" "subtype4"
[397] "subtype1" "subtype4" "subtype1" "subtype3" "subtype3" "subtype2"
[403] "subtype3" "subtype3" "subtype4" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[415] "subtype4" "subtype4" "subtype4" "subtype3" "subtype4" "subtype3"
[421] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype1"
[427] "subtype2" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
[433] "subtype1" "subtype1" "subtype2" "subtype2" "subtype1" "subtype1"
[439] "subtype1" "subtype3" "subtype1" "subtype1" "subtype2" "subtype1"
[445] "subtype1" "subtype4" "subtype4" "subtype1" "subtype2" "subtype1"
[451] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype4" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
D7V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      58
  subtype2                                      69
  subtype3                                     112
  subtype4                                     121
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                            12                                87
  subtype2                             3                                 6
  subtype3                             0                                 0
  subtype4                             2                                 1
D7V3, multiclass
D7V4, binary
          cls
clus         0   1
  subtype1  37 120
  subtype2  31  47
  subtype3  36  76
  subtype4  30  94
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   37  120
  subtype2   31   47
  subtype3   36   76
  subtype4   30   94
     clus
vv    subtype1 subtype2 subtype3 subtype4
  NO        37       31       36       30
  YES      120       47       76       94
          vv
clus       R0 R1 R2 RX
  subtype1 98 12  9 11
  subtype2 52  5  3  2
  subtype3 87  2  2  4
  subtype4 88  4  2 10
D7V5, multiclass

Clustering(8) Variable = MRNASEQ_CHIERARCHICAL
D8V1, survival
          sevent
clus2        0   1
  subtype1 174  39
  subtype2  70   9
  subtype3 167   9
subtype1 subtype2 subtype3 
     213       79      176 
subtype1 subtype2 subtype3 
      39        9        9 
$subtype1
TCGA-A5-A0G1 TCGA-A5-A0G2 TCGA-A5-A0G3 TCGA-A5-A0G5 TCGA-A5-A0GB TCGA-A5-A0GH 
      106.88       149.52        46.95        37.02        32.78        74.07 
TCGA-A5-A0GR TCGA-A5-A0R6 TCGA-A5-A0R7 TCGA-A5-A0VP TCGA-A5-A1OF TCGA-A5-A1OG 
       36.82        19.96        17.56        42.31         7.92        11.44 
TCGA-A5-A1OH TCGA-A5-A2K2 TCGA-A5-A2K3 TCGA-A5-A2K4 TCGA-A5-A2K7 TCGA-A5-A3LO 
       36.30        91.00        46.32        28.64         5.13         7.33 
TCGA-A5-A3LP TCGA-AJ-A23M TCGA-AJ-A23N TCGA-AJ-A2QM TCGA-AJ-A3BD TCGA-AJ-A3BF 
       14.96         1.02         1.08         1.02         0.49         1.12 
TCGA-AJ-A3EJ TCGA-AJ-A3EL TCGA-AJ-A3EM TCGA-AJ-A3IA TCGA-AJ-A3NF TCGA-AJ-A3NH 
        1.64         2.14         1.64         0.92         1.35         0.76 
TCGA-AJ-A3OJ TCGA-AJ-A3OL TCGA-AJ-A3QS TCGA-AJ-A3TW TCGA-AP-A052 TCGA-AP-A053 
        1.94         1.87         1.84         1.68        21.99         5.95 
TCGA-AP-A054 TCGA-AP-A056 TCGA-AP-A059 TCGA-AP-A05A TCGA-AP-A05D TCGA-AP-A05H 
       23.31        86.07         8.22        39.39        57.80        45.53 
TCGA-AP-A05J TCGA-AP-A0L8 TCGA-AP-A0L9 TCGA-AP-A0LD TCGA-AP-A0LF TCGA-AP-A0LH 
       36.89        48.79       125.39       117.99         3.39        36.36 
TCGA-AP-A0LI TCGA-AP-A1DH TCGA-AP-A1DK TCGA-AP-A1DQ TCGA-AP-A1E0 TCGA-AP-A1E3 
       97.71        71.67        60.36        41.92        30.90        27.85 
TCGA-AP-A1E4 TCGA-AP-A3K1 TCGA-AW-A1PO TCGA-AX-A05Y TCGA-AX-A06B TCGA-AX-A06D 
       16.24        18.25         0.56        72.03        53.88        12.26 
TCGA-AX-A0IU TCGA-AX-A0IW TCGA-AX-A0J0 TCGA-AX-A1C7 TCGA-AX-A1C8 TCGA-AX-A1CA 
       28.54        37.74        40.08        16.93        13.55        20.28 
TCGA-AX-A1CC TCGA-AX-A1CF TCGA-AX-A1CP TCGA-AX-A1CR TCGA-AX-A2H2 TCGA-AX-A2H4 
       12.43        76.83        36.39        11.08         4.77        30.08 
TCGA-AX-A2H5 TCGA-AX-A2H7 TCGA-AX-A2H8 TCGA-AX-A2HC TCGA-AX-A2HD TCGA-AX-A2HF 
       71.24        33.53        61.18        33.40        40.50        16.08 
TCGA-AX-A2HG TCGA-AX-A2HK TCGA-AX-A2IN TCGA-AX-A2IO TCGA-AX-A3FS TCGA-AX-A3FT 
       21.70         2.96        31.10        38.66         0.23         0.10 
TCGA-AX-A3FZ TCGA-AX-A3G3 TCGA-AX-A3G4 TCGA-AX-A3G7 TCGA-AX-A3G8 TCGA-AX-A3GI 
        0.20         0.03         0.13         0.23         1.18         0.13 
TCGA-B5-A0JN TCGA-B5-A0JY TCGA-B5-A0K3 TCGA-B5-A0K4 TCGA-B5-A0K8 TCGA-B5-A11E 
       80.38        32.98        23.01        17.88        17.82         8.71 
TCGA-B5-A11I TCGA-B5-A11U TCGA-B5-A11X TCGA-B5-A1MR TCGA-B5-A1MS TCGA-B5-A1MU 
       75.72        16.73        19.56       191.84       102.05        50.86 
TCGA-B5-A1MY TCGA-B5-A1N2 TCGA-B5-A3FC TCGA-B5-A3S1 TCGA-BG-A0M4 TCGA-BG-A0M6 
       11.87        12.79        62.14         5.00        34.98         7.92 
TCGA-BG-A0MT TCGA-BG-A0RY TCGA-BG-A0YV TCGA-BG-A18C TCGA-BG-A220 TCGA-BG-A221 
       21.17        15.42        12.56        15.45        14.27         1.81 
TCGA-BG-A222 TCGA-BG-A2AE TCGA-BG-A2L7 TCGA-BG-A3EW TCGA-BG-A3PP TCGA-BK-A0CC 
        9.57         0.53         5.82        11.31         6.81        10.22 
TCGA-BK-A26L TCGA-BK-A4ZD TCGA-BS-A0TA TCGA-BS-A0TE TCGA-BS-A0TJ TCGA-BS-A0U9 
       24.13         6.94        23.47         4.80        67.99        67.20 
TCGA-BS-A0UF TCGA-BS-A0V7 TCGA-D1-A0ZP TCGA-D1-A0ZS TCGA-D1-A0ZZ TCGA-D1-A15V 
       85.84        63.58        29.95         4.83        22.52        39.48 
TCGA-D1-A15X TCGA-D1-A167 TCGA-D1-A168 TCGA-D1-A16G TCGA-D1-A16I TCGA-D1-A16J 
       29.88        15.72        36.10        27.42        11.47        29.88 
TCGA-D1-A16N TCGA-D1-A16S TCGA-D1-A16V TCGA-D1-A179 TCGA-D1-A17K TCGA-D1-A1NU 
       31.07        18.67         1.41         6.77        28.08        13.22 
TCGA-D1-A1NW TCGA-D1-A1NX TCGA-D1-A1NY TCGA-D1-A1O0 TCGA-D1-A1O8 TCGA-D1-A2G6 
        0.72        18.25        16.87         2.07         3.95         8.48 
TCGA-D1-A2G7 TCGA-D1-A3DA TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A0WH TCGA-DI-A1NN 
       44.88         0.26         4.27         4.11        16.27        35.38 
TCGA-DI-A1NO TCGA-DI-A2QT TCGA-DI-A2QU TCGA-DI-A2QY TCGA-E6-A1LZ TCGA-E6-A1M0 
        9.37        12.39        31.10        91.96        48.36        17.03 
TCGA-E6-A2P8 TCGA-EC-A1QX TCGA-EO-A1Y5 TCGA-EO-A1Y8 TCGA-EO-A22S TCGA-EO-A22T 
        2.37         7.33        10.92        10.78        35.05        33.01 
TCGA-EO-A22U TCGA-EO-A22X TCGA-EO-A2CG TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EO-A3AY 
       27.12        32.25        32.02        19.40        34.39        12.89 
TCGA-EY-A1G7 TCGA-EY-A1GC TCGA-EY-A1GM TCGA-EY-A1GO TCGA-EY-A1GP TCGA-EY-A1GR 
        6.21         4.54         6.87        19.27        18.84        17.62 
TCGA-EY-A1GS TCGA-EY-A1GT TCGA-EY-A1GV TCGA-EY-A210 TCGA-EY-A212 TCGA-EY-A214 
       15.09        16.11        15.81        12.59         3.58        14.40 
TCGA-EY-A2OM TCGA-EY-A2ON TCGA-EY-A2OO TCGA-EY-A2OP TCGA-EY-A2OQ TCGA-EY-A3L3 
       22.82        13.45        45.76        31.00        29.06        27.35 
TCGA-EY-A3QX TCGA-EY-A4KR TCGA-EY-A547 TCGA-EY-A54A TCGA-FI-A2CX TCGA-FI-A2CY 
       13.84         6.44        17.88         3.72        40.01        34.98 
TCGA-FI-A2D0 TCGA-FI-A2D2 TCGA-FI-A2D5 TCGA-FI-A2D6 TCGA-FI-A2EU TCGA-FI-A2EW 
       33.99        36.00        14.01         8.98        97.08        59.01 
TCGA-FI-A2EX TCGA-FI-A2EY TCGA-FI-A2F8 TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-H5-A2HR 
        9.07        29.03        25.02        26.01        41.06         1.74 
TCGA-K6-A3WQ TCGA-KJ-A3U4 TCGA-PG-A5BC 
        6.67         2.40        10.82 

$subtype2
TCGA-A5-A0GA TCGA-A5-A0GV TCGA-A5-A0GW TCGA-A5-A0VQ TCGA-A5-A2K5 TCGA-AJ-A23O 
       17.85        20.81        23.21        15.95         5.29         1.97 
TCGA-AJ-A3BG TCGA-AJ-A3EK TCGA-AJ-A3NE TCGA-AP-A051 TCGA-AP-A05N TCGA-AP-A0LE 
        1.02         2.10         2.56        83.67         7.86       110.37 
TCGA-AP-A0LG TCGA-AP-A0LM TCGA-AP-A0LT TCGA-AP-A1DM TCGA-AP-A1DO TCGA-AP-A1DR 
       63.16        27.12        49.22        55.89        31.30        49.15 
TCGA-AP-A1DV TCGA-AX-A05S TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A062 TCGA-AX-A063 
        6.71        13.58        46.45        35.34        45.96        66.54 
TCGA-AX-A064 TCGA-AX-A06F TCGA-AX-A06H TCGA-AX-A0IZ TCGA-AX-A0J1 TCGA-AX-A1C4 
       34.98        51.09        27.39        43.82        65.88        13.28 
TCGA-AX-A1CN TCGA-AX-A3G9 TCGA-B5-A0JU TCGA-B5-A0JZ TCGA-B5-A0K0 TCGA-B5-A0K9 
       25.12         8.35        48.76        28.64        28.34        11.01 
TCGA-B5-A11H TCGA-B5-A11N TCGA-B5-A11Q TCGA-B5-A1MX TCGA-BG-A0LX TCGA-BG-A0M8 
       88.34        43.96        32.05        11.67        20.15        36.49 
TCGA-BG-A0MQ TCGA-BK-A0CB TCGA-BK-A13B TCGA-BS-A0T9 TCGA-BS-A0TG TCGA-BS-A0TI 
       39.32         6.18        31.76        46.95        77.92        61.87 
TCGA-BS-A0U7 TCGA-BS-A0U8 TCGA-BS-A0UL TCGA-BS-A0UT TCGA-BS-A0V4 TCGA-BS-A0V8 
       30.71        97.41        81.57        72.72        59.51        49.55 
TCGA-BS-A0VI TCGA-D1-A0ZN TCGA-D1-A0ZQ TCGA-D1-A101 TCGA-D1-A160 TCGA-D1-A163 
       63.16        16.83         8.55         1.74         3.68        32.58 
TCGA-D1-A174 TCGA-D1-A175 TCGA-D1-A177 TCGA-D1-A17H TCGA-D1-A17L TCGA-D1-A17M 
       19.53         6.64        18.02        28.01        26.37        10.22 
TCGA-D1-A17Q TCGA-D1-A17R TCGA-E6-A1LX TCGA-EO-A22R TCGA-EO-A3AU TCGA-EY-A1G8 
        1.78        11.15        23.38        31.96        19.36        14.96 
TCGA-EY-A1GL TCGA-EY-A1GQ TCGA-EY-A1GU TCGA-EY-A215 TCGA-EY-A5W2 TCGA-FI-A2D4 
       13.94        17.88        12.43        18.87         5.26         7.96 
TCGA-FI-A2F4 
       28.93 

$subtype3
TCGA-A5-A0G9 TCGA-A5-A0GD TCGA-A5-A0GE TCGA-A5-A0GG TCGA-A5-A0GI TCGA-A5-A0GJ 
       83.51         3.19       105.37        87.32        57.53        65.75 
TCGA-A5-A0GM TCGA-A5-A0GN TCGA-A5-A0GP TCGA-A5-A0GQ TCGA-A5-A0GU TCGA-A5-A0GX 
       60.49        60.53        46.55        38.37        28.24        68.61 
TCGA-A5-A0R8 TCGA-A5-A0R9 TCGA-A5-A0RA TCGA-A5-A0VO TCGA-A5-A1OJ TCGA-A5-A1OK 
       19.56        24.62        29.03        11.97         9.60         7.99 
TCGA-AJ-A2QK TCGA-AJ-A2QL TCGA-AJ-A2QN TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3I9 
        0.39        19.79         2.01         2.01         1.68         1.28 
TCGA-AJ-A3NC TCGA-AJ-A3NG TCGA-AJ-A3OK TCGA-AP-A05O TCGA-AP-A05P TCGA-AP-A0LJ 
        6.90         1.71         4.67        12.20        20.91        31.73 
TCGA-AP-A0LL TCGA-AP-A0LN TCGA-AP-A0LO TCGA-AP-A0LP TCGA-AP-A0LS TCGA-AP-A0LV 
       83.97        82.52        33.40        61.64        63.06        25.08 
TCGA-AP-A1DP TCGA-AP-A1E1 TCGA-AP-A5FX TCGA-AX-A05T TCGA-AX-A05U TCGA-AX-A06J 
       35.54        10.42        33.73        19.82        29.65        30.02 
TCGA-AX-A06L TCGA-AX-A0IS TCGA-AX-A1C5 TCGA-AX-A1C9 TCGA-AX-A1CE TCGA-AX-A1CI 
       60.62        35.01        19.20        15.25        20.05        72.56 
TCGA-AX-A1CJ TCGA-AX-A1CK TCGA-AX-A2HA TCGA-AX-A2HJ TCGA-AX-A3FW TCGA-AX-A3FX 
       54.08        67.46        68.71        27.32         0.33         0.13 
TCGA-AX-A3G1 TCGA-AX-A3GB TCGA-B5-A0JS TCGA-B5-A0JT TCGA-B5-A0JV TCGA-B5-A0JX 
       20.52        14.47        46.75        43.13        40.67        44.71 
TCGA-B5-A0K1 TCGA-B5-A0K2 TCGA-B5-A0K6 TCGA-B5-A0K7 TCGA-B5-A0KB TCGA-B5-A11F 
       30.51        25.91        14.01        17.06         4.08       185.75 
TCGA-B5-A11G TCGA-B5-A11J TCGA-B5-A11L TCGA-B5-A11M TCGA-B5-A11O TCGA-B5-A11P 
      113.33        54.44        45.90        44.75        40.93        36.82 
TCGA-B5-A11R TCGA-B5-A11S TCGA-B5-A11V TCGA-B5-A11W TCGA-B5-A11Y TCGA-B5-A11Z 
       33.50        27.32        19.53        19.46        18.38        17.36 
TCGA-B5-A121 TCGA-B5-A1MV TCGA-B5-A1MZ TCGA-BG-A0LW TCGA-BG-A0M0 TCGA-BG-A0M2 
       16.57        14.40        15.29        18.58        19.30        20.91 
TCGA-BG-A0M3 TCGA-BG-A0M7 TCGA-BG-A0M9 TCGA-BG-A0MA TCGA-BG-A0MC TCGA-BG-A0MG 
       35.21        38.37        28.27        10.72        41.52        48.56 
TCGA-BG-A0MH TCGA-BG-A0MI TCGA-BG-A0MK TCGA-BG-A0MO TCGA-BG-A0MS TCGA-BG-A0MU 
       44.09        23.47        43.30        43.00        30.81        20.25 
TCGA-BG-A0VT TCGA-BG-A0VV TCGA-BG-A0VW TCGA-BG-A0VX TCGA-BG-A0VZ TCGA-BG-A0W1 
        7.36         8.55         4.31        16.11        28.54        29.82 
TCGA-BG-A0W2 TCGA-BG-A0YU TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B 
       37.84        14.83        13.78        14.73        14.01        15.45 
TCGA-BK-A0C9 TCGA-BK-A0CA TCGA-BK-A139 TCGA-BK-A13C TCGA-BK-A56F TCGA-BS-A0TC 
       12.69        34.98        10.16        24.99         6.58        85.55 
TCGA-BS-A0TD TCGA-BS-A0U5 TCGA-BS-A0UA TCGA-BS-A0UJ TCGA-BS-A0UM TCGA-BS-A0UV 
       78.18        96.49        88.31        82.39        86.89        73.25 
TCGA-BS-A0V6 TCGA-BS-A0WQ TCGA-D1-A0ZO TCGA-D1-A0ZR TCGA-D1-A0ZU TCGA-D1-A0ZV 
       62.79        66.44        19.79         0.56        28.67        23.93 
TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15W TCGA-D1-A15Z TCGA-D1-A161 TCGA-D1-A162 
        4.44        21.99        30.08         1.91        29.33        37.64 
TCGA-D1-A165 TCGA-D1-A169 TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F 
        0.66        37.32        36.36        37.51        36.79         2.63 
TCGA-D1-A16O TCGA-D1-A16Q TCGA-D1-A16R TCGA-D1-A16X TCGA-D1-A16Y TCGA-D1-A176 
       33.60        10.65         0.69         3.65        17.49        30.15 
TCGA-D1-A17A TCGA-D1-A17B TCGA-D1-A17C TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17N 
        1.58         6.97         0.99        30.44         1.28         1.51 
TCGA-D1-A17S TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NZ TCGA-D1-A1O5 
       24.30         2.30        22.92         1.41        18.02        15.06 
TCGA-D1-A1O7 TCGA-D1-A2G5 TCGA-DI-A1BY TCGA-DI-A1C3 TCGA-E6-A2P9 TCGA-EC-A1NJ 
        1.05        41.42        36.62        24.30         6.64        16.01 
TCGA-EC-A24G TCGA-EO-A1Y7 TCGA-EO-A22Y TCGA-EY-A1GD TCGA-EY-A1GE TCGA-EY-A1GF 
       16.77         7.99        25.02         8.15        24.36        27.16 
TCGA-EY-A1GH TCGA-EY-A1GI TCGA-EY-A1GK TCGA-EY-A1GW TCGA-EY-A1GX TCGA-EY-A1H0 
       23.31        23.31        22.78         8.55         6.48        19.33 
TCGA-EY-A548 TCGA-EY-A549 
        2.14         6.97 

subtype1 subtype2 subtype3 
    0.03     1.02     0.13 
subtype1 subtype2 subtype3 
  191.84   110.37   185.75 
subtype1 subtype2 subtype3 
   17.88    27.12    23.70 
[1] "0.0 - 191.8 (17.9)" "1.0 - 110.4 (27.1)" "0.1 - 185.8 (23.7)"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
  [7] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
 [13] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
 [19] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
 [25] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [37] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [49] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
 [61] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [79] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [85] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [91] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
 [97] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[103] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[109] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[115] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[133] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[139] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[145] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[163] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[169] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[175] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[187] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[193] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[199] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[205] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[217] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[223] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[229] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[235] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[247] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[259] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[265] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[271] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[277] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[283] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[289] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[295] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[301] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[307] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[313] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[319] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[331] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[343] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[349] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[355] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[361] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[367] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[373] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[379] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[391] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[397] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[403] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[415] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[421] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[427] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[433] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[439] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[445] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[451] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
  [7] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
 [13] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
 [19] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
 [25] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [37] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [49] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
 [61] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [79] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [85] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [91] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
 [97] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[103] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[109] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[115] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[133] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[139] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[145] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[163] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[169] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[175] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[187] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[193] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[199] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[205] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[217] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[223] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[229] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[235] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[247] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[259] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[265] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[271] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[277] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[283] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[289] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[295] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[301] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[307] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[313] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[319] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[331] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[343] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[349] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[355] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[361] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[367] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[373] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[379] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[391] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[397] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[403] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[415] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[421] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[427] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[433] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[439] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[445] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[451] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype1" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
  [7] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
 [13] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
 [19] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
 [25] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype2"
 [31] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
 [37] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [49] "subtype3" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
 [55] "subtype1" "subtype2" "subtype1" "subtype1" "subtype3" "subtype1"
 [61] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [73] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
 [79] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [85] "subtype1" "subtype1" "subtype2" "subtype1" "subtype2" "subtype1"
 [91] "subtype1" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
 [97] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype1"
[103] "subtype2" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[109] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[115] "subtype1" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[121] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
[127] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[133] "subtype1" "subtype2" "subtype1" "subtype2" "subtype2" "subtype3"
[139] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype3"
[145] "subtype1" "subtype3" "subtype3" "subtype3" "subtype2" "subtype1"
[151] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[157] "subtype3" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[163] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
[169] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[175] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
[181] "subtype3" "subtype2" "subtype3" "subtype3" "subtype1" "subtype2"
[187] "subtype2" "subtype3" "subtype3" "subtype1" "subtype1" "subtype3"
[193] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[199] "subtype3" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[205] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[217] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype2"
[223] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype3"
[229] "subtype2" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[235] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[247] "subtype1" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[253] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[259] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[265] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[271] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[277] "subtype3" "subtype1" "subtype1" "subtype3" "subtype2" "subtype1"
[283] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
[289] "subtype3" "subtype2" "subtype2" "subtype1" "subtype3" "subtype1"
[295] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[301] "subtype3" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[307] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype3"
[313] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
[319] "subtype3" "subtype1" "subtype3" "subtype2" "subtype3" "subtype3"
[325] "subtype2" "subtype3" "subtype1" "subtype1" "subtype3" "subtype3"
[331] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[337] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype1"
[343] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype2"
[349] "subtype1" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[355] "subtype2" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
[361] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[367] "subtype1" "subtype1" "subtype1" "subtype3" "subtype1" "subtype3"
[373] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[379] "subtype1" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[385] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[391] "subtype1" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[397] "subtype1" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
[403] "subtype1" "subtype1" "subtype3" "subtype1" "subtype1" "subtype1"
[409] "subtype2" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
[415] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[421] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[427] "subtype1" "subtype2" "subtype1" "subtype3" "subtype3" "subtype3"
[433] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[439] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[445] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype1"
[451] "subtype1" "subtype1" "subtype1" "subtype2" "subtype1" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
D8V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                     110
  subtype2                                      78
  subtype3                                     172
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                            13                                93
  subtype2                             1                                 0
  subtype3                             3                                 1
D8V3, multiclass
D8V4, binary
          cls
clus         0   1
  subtype1  59 157
  subtype2  34  45
  subtype3  41 135
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   59  157
  subtype2   34   45
  subtype3   41  135
     clus
vv    subtype1 subtype2 subtype3
  NO        59       34       41
  YES      157       45      135
          vv
clus        R0  R1  R2  RX
  subtype1 145  11  11  13
  subtype2  54   7   3   1
  subtype3 126   5   2  13
D8V5, multiclass

Clustering(9) Variable = MIRSEQ_CNMF
D9V1, survival
          sevent
clus2        0   1
  subtype1 104  22
  subtype2 128   5
  subtype3  37   7
  subtype4  45   7
  subtype5 100  13
subtype1 subtype2 subtype3 subtype4 subtype5 
     126      133       44       52      113 
subtype1 subtype2 subtype3 subtype4 subtype5 
      22        5        7        7       13 
$subtype1
TCGA-A5-A0G1 TCGA-A5-A0G3 TCGA-A5-A0GH TCGA-A5-A0GR TCGA-A5-A1OG TCGA-A5-A1OH 
      106.88        46.95        74.07        36.82        11.44        36.30 
TCGA-A5-A2K2 TCGA-A5-A2K3 TCGA-A5-A2K4 TCGA-A5-A3LO TCGA-A5-A3LP TCGA-AJ-A23M 
       91.00        46.32        28.64         7.33        14.96         1.02 
TCGA-AJ-A23N TCGA-AJ-A2QM TCGA-AJ-A2QO TCGA-AJ-A3BD TCGA-AJ-A3BF TCGA-AJ-A3EM 
        1.08         1.02         2.99         0.49         1.12         1.64 
TCGA-AJ-A3NG TCGA-AJ-A3TW TCGA-AP-A053 TCGA-AP-A0L9 TCGA-AP-A0LF TCGA-AP-A1E4 
        1.71         1.68         5.95       125.39         3.39        16.24 
TCGA-AP-A3K1 TCGA-AX-A06B TCGA-AX-A06D TCGA-AX-A0IU TCGA-AX-A0IW TCGA-AX-A1C5 
       18.25        53.88        12.26        28.54        37.74        19.20 
TCGA-AX-A1C7 TCGA-AX-A1C8 TCGA-AX-A1CF TCGA-AX-A1CP TCGA-AX-A1CR TCGA-AX-A2H2 
       16.93        13.55        76.83        36.39        11.08         4.77 
TCGA-AX-A2H4 TCGA-AX-A2H5 TCGA-AX-A2H8 TCGA-AX-A2HD TCGA-AX-A2HF TCGA-AX-A2HG 
       30.08        71.24        61.18        40.50        16.08        21.70 
TCGA-AX-A2HH TCGA-AX-A2HK TCGA-AX-A2IN TCGA-AX-A2IO TCGA-AX-A3FS TCGA-AX-A3FT 
       17.72         2.96        31.10        38.66         0.23         0.10 
TCGA-AX-A3G1 TCGA-AX-A3G3 TCGA-AX-A3G4 TCGA-AX-A3G7 TCGA-AX-A3G8 TCGA-AX-A3GI 
       20.52         0.03         0.13         0.23         1.18         0.13 
TCGA-B5-A0K8 TCGA-B5-A11E TCGA-B5-A11H TCGA-B5-A11I TCGA-B5-A1MS TCGA-B5-A1MW 
       17.82         8.71        88.34        75.72       102.05        14.70 
TCGA-B5-A1MY TCGA-B5-A3S1 TCGA-BG-A0M6 TCGA-BG-A0YV TCGA-BG-A221 TCGA-BG-A2AE 
       11.87         5.00         7.92        12.56         1.81         0.53 
TCGA-BG-A3EW TCGA-BG-A3PP TCGA-BK-A0CC TCGA-BK-A139 TCGA-BK-A26L TCGA-BK-A4ZD 
       11.31         6.81        10.22        10.16        24.13         6.94 
TCGA-BS-A0U9 TCGA-D1-A0ZP TCGA-D1-A0ZZ TCGA-D1-A15V TCGA-D1-A15X TCGA-D1-A16I 
       67.20        29.95        22.52        39.48        29.88        11.47 
TCGA-D1-A16N TCGA-D1-A16S TCGA-D1-A17K TCGA-D1-A1NU TCGA-D1-A1NW TCGA-D1-A2G0 
       31.07        18.67        28.08        13.22         0.72         3.52 
TCGA-D1-A2G7 TCGA-D1-A3DA TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A1NO TCGA-DI-A2QT 
       44.88         0.26         4.27         4.11         9.37        12.39 
TCGA-DI-A2QY TCGA-E6-A1LZ TCGA-EO-A1Y8 TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EO-A3AY 
       91.96        48.36        10.78        19.40        34.39        12.89 
TCGA-EY-A1G7 TCGA-EY-A1GC TCGA-EY-A1GJ TCGA-EY-A1GO TCGA-EY-A1GS TCGA-EY-A1GT 
        6.21         4.54        23.90        19.27        15.09        16.11 
TCGA-EY-A1GV TCGA-EY-A210 TCGA-EY-A212 TCGA-EY-A214 TCGA-EY-A2OM TCGA-EY-A2ON 
       15.81        12.59         3.58        14.40        22.82        13.45 
TCGA-EY-A2OP TCGA-EY-A2OQ TCGA-EY-A3L3 TCGA-EY-A4KR TCGA-EY-A547 TCGA-FI-A2D2 
       31.00        29.06        27.35         6.44        17.88        36.00 
TCGA-FI-A2D6 TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX TCGA-FI-A2EY TCGA-FI-A2F8 
        8.98        97.08        59.01         9.07        29.03        25.02 
TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-H5-A2HR TCGA-K6-A3WQ TCGA-KJ-A3U4 TCGA-PG-A5BC 
       26.01        41.06         1.74         6.67         2.40        10.82 

$subtype2
TCGA-A5-A0G9 TCGA-A5-A0GB TCGA-A5-A0GE TCGA-A5-A0GJ TCGA-A5-A0GQ TCGA-A5-A0R8 
       83.51        32.78       105.37        65.75        38.37        19.56 
TCGA-A5-A0R9 TCGA-A5-A0RA TCGA-A5-A0VP TCGA-A5-A1OJ TCGA-AJ-A2QK TCGA-AJ-A2QL 
       24.62        29.03        42.31         9.60         0.39        19.79 
TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3I9 TCGA-AJ-A3NC TCGA-AJ-A3OK TCGA-AJ-A3OL 
        2.01         1.68         1.28         6.90         4.67         1.87 
TCGA-AP-A05O TCGA-AP-A0LJ TCGA-AP-A0LP TCGA-AP-A0LQ TCGA-AP-A0LS TCGA-AP-A1DK 
       12.20        31.73        61.64        80.78        63.06        60.36 
TCGA-AP-A1DP TCGA-AX-A05T TCGA-AX-A05Y TCGA-AX-A06H TCGA-AX-A06J TCGA-AX-A06L 
       35.54        19.82        72.03        27.39        30.02        60.62 
TCGA-AX-A1C9 TCGA-AX-A1CE TCGA-AX-A1CJ TCGA-AX-A2H7 TCGA-AX-A2HJ TCGA-AX-A3FW 
       15.25        20.05        54.08        33.53        27.32         0.33 
TCGA-AX-A3FX TCGA-AX-A3GB TCGA-B5-A0JR TCGA-B5-A0JS TCGA-B5-A0JT TCGA-B5-A0JX 
        0.13        14.47        56.91        46.75        43.13        44.71 
TCGA-B5-A0K1 TCGA-B5-A0K2 TCGA-B5-A0KB TCGA-B5-A11G TCGA-B5-A11J TCGA-B5-A11M 
       30.51        25.91         4.08       113.33        54.44        44.75 
TCGA-B5-A11O TCGA-B5-A11P TCGA-B5-A11Q TCGA-B5-A11R TCGA-B5-A11S TCGA-B5-A11W 
       40.93        36.82        32.05        33.50        27.32        19.46 
TCGA-B5-A121 TCGA-B5-A1MV TCGA-BG-A0M0 TCGA-BG-A0M2 TCGA-BG-A0M7 TCGA-BG-A0M9 
       16.57        14.40        19.30        20.91        38.37        28.27 
TCGA-BG-A0MA TCGA-BG-A0MC TCGA-BG-A0MH TCGA-BG-A0MK TCGA-BG-A0MT TCGA-BG-A0VV 
       10.72        41.52        44.09        43.30        21.17         8.55 
TCGA-BG-A0VW TCGA-BG-A0VZ TCGA-BG-A0W1 TCGA-BG-A0YU TCGA-BG-A187 TCGA-BG-A18A 
        4.31        28.54        29.82        14.83        14.73        14.01 
TCGA-BG-A18B TCGA-BG-A2L7 TCGA-BK-A0C9 TCGA-BK-A0CA TCGA-BK-A13C TCGA-BK-A56F 
       15.45         5.82        12.69        34.98        24.99         6.58 
TCGA-BS-A0TC TCGA-BS-A0TD TCGA-BS-A0UJ TCGA-BS-A0UM TCGA-BS-A0V6 TCGA-D1-A0ZO 
       85.55        78.18        82.39        86.89        62.79        19.79 
TCGA-D1-A0ZR TCGA-D1-A0ZV TCGA-D1-A15W TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A165 
        0.56        23.93        30.08        29.33        37.64         0.66 
TCGA-D1-A169 TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F TCGA-D1-A16O 
       37.32        36.36        37.51        36.79         2.63        33.60 
TCGA-D1-A16Q TCGA-D1-A16V TCGA-D1-A16X TCGA-D1-A176 TCGA-D1-A17A TCGA-D1-A17B 
       10.65         1.41         3.65        30.15         1.58         6.97 
TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17L TCGA-D1-A17N TCGA-D1-A17Q TCGA-D1-A17S 
       30.44         1.28        26.37         1.51         1.78        24.30 
TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NX TCGA-D1-A1NZ TCGA-D1-A1O0 
        2.30        22.92         1.41        18.25        18.02         2.07 
TCGA-D1-A1O5 TCGA-D1-A1O7 TCGA-D1-A2G5 TCGA-DI-A1BY TCGA-E6-A2P9 TCGA-EC-A1NJ 
       15.06         1.05        41.42        36.62         6.64        16.01 
TCGA-EC-A24G TCGA-EO-A1Y7 TCGA-EO-A22Y TCGA-EY-A1GE TCGA-EY-A1GF TCGA-EY-A1GH 
       16.77         7.99        25.02        24.36        27.16        23.31 
TCGA-EY-A1GK TCGA-EY-A1GM TCGA-EY-A1GW TCGA-EY-A1GX TCGA-EY-A1H0 TCGA-EY-A549 
       22.78         6.87         8.55         6.48        19.33         6.97 
TCGA-FI-A2F4 
       28.93 

$subtype3
TCGA-A5-A0GG TCGA-A5-A0R6 TCGA-AJ-A3EL TCGA-AJ-A3IA TCGA-AJ-A3NF TCGA-AJ-A3OJ 
       87.32        19.96         2.14         0.92         1.35         1.94 
TCGA-AJ-A3QS TCGA-AP-A059 TCGA-AP-A05P TCGA-AP-A0LM TCGA-AP-A1DQ TCGA-AP-A1E3 
        1.84         8.22        20.91        27.12        41.92        27.85 
TCGA-AX-A064 TCGA-AX-A0IZ TCGA-AX-A1CA TCGA-AX-A1CC TCGA-B5-A11L TCGA-B5-A1MU 
       34.98        43.82        20.28        12.43        45.90        50.86 
TCGA-B5-A1N2 TCGA-BS-A0U7 TCGA-BS-A0UA TCGA-BS-A0UL TCGA-BS-A0V7 TCGA-BS-A0V8 
       12.79        30.71        88.31        81.57        63.58        49.55 
TCGA-D1-A0ZQ TCGA-D1-A0ZS TCGA-D1-A101 TCGA-D1-A160 TCGA-D1-A168 TCGA-D1-A16J 
        8.55         4.83         1.74         3.68        36.10        29.88 
TCGA-D1-A174 TCGA-D1-A17C TCGA-D1-A17H TCGA-D1-A1O8 TCGA-D1-A2G6 TCGA-DI-A1BU 
       19.53         0.99        28.01         3.95         8.48        39.29 
TCGA-DI-A1NN TCGA-DI-A2QU TCGA-E6-A2P8 TCGA-EC-A1QX TCGA-EO-A1Y5 TCGA-EO-A22T 
       35.38        31.10         2.37         7.33        10.92        33.01 
TCGA-EO-A2CG TCGA-EY-A1GQ 
       32.02        17.88 

$subtype4
TCGA-A5-A0GI TCGA-A5-A0GN TCGA-A5-A0GX TCGA-A5-A0R7 TCGA-A5-A1OK TCGA-AJ-A23O 
       57.53        60.53        68.61        17.56         7.99         1.97 
TCGA-AJ-A2QN TCGA-AJ-A3EJ TCGA-AJ-A3NE TCGA-AJ-A3NH TCGA-AP-A054 TCGA-AP-A0LO 
        2.01         1.64         2.56         0.76        23.31        33.40 
TCGA-AP-A0LV TCGA-AP-A5FX TCGA-AW-A1PO TCGA-AX-A0IS TCGA-AX-A1CK TCGA-AX-A1CN 
       25.08        33.73         0.56        35.01        67.46        25.12 
TCGA-AX-A2HC TCGA-AX-A3FZ TCGA-B5-A0JY TCGA-B5-A11U TCGA-B5-A11X TCGA-B5-A11Z 
       33.40         0.20        32.98        16.73        19.56        17.36 
TCGA-B5-A1MZ TCGA-BG-A0VT TCGA-BG-A0VX TCGA-BG-A0W2 TCGA-BG-A18C TCGA-BK-A13B 
       15.29         7.36        16.11        37.84        15.45        31.76 
TCGA-BS-A0T9 TCGA-BS-A0TI TCGA-BS-A0U5 TCGA-BS-A0VI TCGA-D1-A0ZN TCGA-D1-A102 
       46.95        61.87        96.49        63.16        16.83         4.44 
TCGA-D1-A15Z TCGA-D1-A16R TCGA-D1-A17M TCGA-D1-A17R TCGA-D1-A1NY TCGA-DI-A0WH 
        1.91         0.69        10.22        11.15        16.87        16.27 
TCGA-DI-A1C3 TCGA-E6-A1M0 TCGA-EO-A22U TCGA-EO-A22X TCGA-EO-A3AU TCGA-EY-A1GD 
       24.30        17.03        27.12        32.25        19.36         8.15 
TCGA-EY-A1GR TCGA-EY-A2OO TCGA-EY-A548 TCGA-EY-A5W2 
       17.62        45.76         2.14         5.26 

$subtype5
TCGA-A5-A0G2 TCGA-A5-A0G5 TCGA-A5-A0GA TCGA-A5-A0GD TCGA-A5-A0GM TCGA-A5-A0GP 
      149.52        37.02        17.85         3.19        60.49        46.55 
TCGA-A5-A0GU TCGA-A5-A0GV TCGA-A5-A0GW TCGA-A5-A0VO TCGA-A5-A0VQ TCGA-A5-A1OF 
       28.24        20.81        23.21        11.97        15.95         7.92 
TCGA-A5-A2K5 TCGA-A5-A2K7 TCGA-AJ-A3BG TCGA-AJ-A3EK TCGA-AP-A051 TCGA-AP-A0L8 
        5.29         5.13         1.02         2.10        83.67        48.79 
TCGA-AP-A0LD TCGA-AP-A0LE TCGA-AP-A0LG TCGA-AP-A0LH TCGA-AP-A0LI TCGA-AP-A0LL 
      117.99       110.37        63.16        36.36        97.71        83.97 
TCGA-AP-A0LN TCGA-AP-A0LT TCGA-AP-A1DH TCGA-AP-A1DM TCGA-AP-A1DO TCGA-AP-A1DR 
       82.52        49.22        71.67        55.89        31.30        49.15 
TCGA-AP-A1DV TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AX-A05S TCGA-AX-A05U TCGA-AX-A05W 
        6.71        30.90        10.42        13.58        29.65        68.32 
TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A062 TCGA-AX-A063 TCGA-AX-A06F TCGA-AX-A0J0 
       46.45        35.34        45.96        66.54        51.09        40.08 
TCGA-AX-A0J1 TCGA-AX-A1C4 TCGA-AX-A1CI TCGA-AX-A2HA TCGA-AX-A3G9 TCGA-B5-A0JN 
       65.88        13.28        72.56        68.71         8.35        80.38 
TCGA-B5-A0JU TCGA-B5-A0JV TCGA-B5-A0JZ TCGA-B5-A0K0 TCGA-B5-A0K3 TCGA-B5-A0K4 
       48.76        40.67        28.64        28.34        23.01        17.88 
TCGA-B5-A0K6 TCGA-B5-A0K7 TCGA-B5-A0K9 TCGA-B5-A11F TCGA-B5-A11N TCGA-B5-A11V 
       14.01        17.06        11.01       185.75        43.96        19.53 
TCGA-B5-A11Y TCGA-B5-A1MR TCGA-B5-A1MX TCGA-B5-A3FC TCGA-BG-A0LW TCGA-BG-A0LX 
       18.38       191.84        11.67        62.14        18.58        20.15 
TCGA-BG-A0M3 TCGA-BG-A0M4 TCGA-BG-A0M8 TCGA-BG-A0MG TCGA-BG-A0MI TCGA-BG-A0MO 
       35.21        34.98        36.49        48.56        23.47        43.00 
TCGA-BG-A0MQ TCGA-BG-A0MS TCGA-BG-A0MU TCGA-BG-A0RY TCGA-BG-A186 TCGA-BG-A222 
       39.32        30.81        20.25        15.42        13.78         9.57 
TCGA-BS-A0TA TCGA-BS-A0TE TCGA-BS-A0TG TCGA-BS-A0TJ TCGA-BS-A0U8 TCGA-BS-A0UF 
       23.47         4.80        77.92        67.99        97.41        85.84 
TCGA-BS-A0UT TCGA-BS-A0UV TCGA-BS-A0V4 TCGA-BS-A0WQ TCGA-D1-A0ZU TCGA-D1-A103 
       72.72        73.25        59.51        66.44        28.67        21.99 
TCGA-D1-A163 TCGA-D1-A167 TCGA-D1-A16G TCGA-D1-A16Y TCGA-D1-A175 TCGA-D1-A177 
       32.58        15.72        27.42        17.49         6.64        18.02 
TCGA-D1-A179 TCGA-E6-A1LX TCGA-EO-A22R TCGA-EO-A22S TCGA-EY-A1G8 TCGA-EY-A1GI 
        6.77        23.38        31.96        35.05        14.96        23.31 
TCGA-EY-A1GL TCGA-EY-A1GP TCGA-EY-A1GU TCGA-EY-A215 TCGA-EY-A3QX TCGA-EY-A54A 
       13.94        18.84        12.43        18.87        13.84         3.72 
TCGA-FI-A2CX TCGA-FI-A2CY TCGA-FI-A2D0 TCGA-FI-A2D4 TCGA-FI-A2D5 
       40.01        34.98        33.99         7.96        14.01 

subtype1 subtype2 subtype3 subtype4 subtype5 
    0.03     0.13     0.92     0.20     1.02 
subtype1 subtype2 subtype3 subtype4 subtype5 
  125.39   113.33    88.31    96.49   191.84 
subtype1 subtype2 subtype3 subtype4 subtype5 
  15.025   24.300   20.595   17.460   30.810 
[1] "0.0 - 125.4 (15.0)" "0.1 - 113.3 (24.3)" "0.9 - 88.3 (20.6)" 
[4] "0.2 - 96.5 (17.5)"  "1.0 - 191.8 (30.8)"
  [1] "subtype1" "subtype5" "subtype1" "subtype5" "subtype2" "subtype5"
  [7] "subtype2" "subtype5" "subtype2" "subtype3" "subtype1" "subtype4"
 [13] "subtype2" "subtype5" "subtype4" "subtype5" "subtype2" "subtype1"
 [19] "subtype5" "subtype5" "subtype5" "subtype4" "subtype3" "subtype4"
 [25] "subtype2" "subtype2" "subtype2" "subtype5" "subtype2" "subtype5"
 [31] "subtype5" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
 [37] "subtype1" "subtype1" "subtype5" "subtype5" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype4" "subtype2" "subtype2" "subtype1"
 [49] "subtype4" "subtype1" "subtype1" "subtype1" "subtype5" "subtype2"
 [55] "subtype2" "subtype4" "subtype5" "subtype3" "subtype1" "subtype2"
 [61] "subtype3" "subtype2" "subtype4" "subtype3" "subtype1" "subtype4"
 [67] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype5"
 [73] "subtype1" "subtype4" "subtype3" "subtype2" "subtype3" "subtype5"
 [79] "subtype1" "subtype5" "subtype5" "subtype1" "subtype5" "subtype5"
 [85] "subtype5" "subtype2" "subtype5" "subtype3" "subtype5" "subtype4"
 [91] "subtype2" "subtype2" "subtype2" "subtype5" "subtype4" "subtype5"
 [97] "subtype2" "subtype5" "subtype5" "subtype2" "subtype3" "subtype5"
[103] "subtype5" "subtype5" "subtype5" "subtype3" "subtype1" "subtype1"
[109] "subtype4" "subtype4" "subtype5" "subtype2" "subtype5" "subtype5"
[115] "subtype2" "subtype5" "subtype5" "subtype5" "subtype5" "subtype3"
[121] "subtype1" "subtype1" "subtype5" "subtype2" "subtype2" "subtype2"
[127] "subtype4" "subtype1" "subtype1" "subtype3" "subtype5" "subtype5"
[133] "subtype5" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype1" "subtype5" "subtype2" "subtype4"
[145] "subtype4" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype2" "subtype1" "subtype5" "subtype4" "subtype1" "subtype1"
[157] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype2" "subtype4" "subtype1"
[169] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype2"
[175] "subtype1" "subtype5" "subtype2" "subtype2" "subtype2" "subtype5"
[181] "subtype5" "subtype2" "subtype4" "subtype5" "subtype5" "subtype2"
[187] "subtype2" "subtype5" "subtype5" "subtype5" "subtype5" "subtype1"
[193] "subtype5" "subtype2" "subtype1" "subtype5" "subtype2" "subtype1"
[199] "subtype1" "subtype2" "subtype3" "subtype2" "subtype5" "subtype2"
[205] "subtype2" "subtype2" "subtype2" "subtype2" "subtype4" "subtype5"
[211] "subtype2" "subtype4" "subtype5" "subtype4" "subtype2" "subtype5"
[217] "subtype1" "subtype3" "subtype2" "subtype1" "subtype5" "subtype1"
[223] "subtype4" "subtype3" "subtype5" "subtype1" "subtype5" "subtype5"
[229] "subtype2" "subtype2" "subtype5" "subtype5" "subtype1" "subtype2"
[235] "subtype5" "subtype2" "subtype2" "subtype2" "subtype5" "subtype2"
[241] "subtype5" "subtype2" "subtype5" "subtype5" "subtype5" "subtype2"
[247] "subtype5" "subtype5" "subtype4" "subtype2" "subtype2" "subtype4"
[253] "subtype2" "subtype2" "subtype4" "subtype2" "subtype1" "subtype5"
[259] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype5"
[265] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[271] "subtype1" "subtype1" "subtype4" "subtype2" "subtype1" "subtype1"
[277] "subtype2" "subtype4" "subtype5" "subtype2" "subtype2" "subtype5"
[283] "subtype5" "subtype4" "subtype5" "subtype4" "subtype3" "subtype5"
[289] "subtype1" "subtype3" "subtype5" "subtype2" "subtype3" "subtype2"
[295] "subtype5" "subtype5" "subtype5" "subtype2" "subtype3" "subtype3"
[301] "subtype4" "subtype5" "subtype4" "subtype2" "subtype1" "subtype3"
[307] "subtype2" "subtype3" "subtype5" "subtype2" "subtype1" "subtype3"
[313] "subtype4" "subtype5" "subtype1" "subtype2" "subtype1" "subtype4"
[319] "subtype3" "subtype2" "subtype2" "subtype5" "subtype2" "subtype5"
[325] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[331] "subtype5" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[337] "subtype4" "subtype1" "subtype2" "subtype2" "subtype5" "subtype3"
[343] "subtype5" "subtype2" "subtype5" "subtype5" "subtype2" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[355] "subtype4" "subtype2" "subtype2" "subtype4" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype4"
[367] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[379] "subtype4" "subtype3" "subtype2" "subtype4" "subtype3" "subtype1"
[385] "subtype1" "subtype3" "subtype1" "subtype5" "subtype1" "subtype4"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype1" "subtype5" "subtype5" "subtype3" "subtype4"
[403] "subtype4" "subtype2" "subtype3" "subtype1" "subtype1" "subtype4"
[409] "subtype1" "subtype1" "subtype5" "subtype1" "subtype4" "subtype2"
[415] "subtype2" "subtype2" "subtype5" "subtype1" "subtype2" "subtype5"
[421] "subtype2" "subtype1" "subtype5" "subtype3" "subtype4" "subtype1"
[427] "subtype1" "subtype5" "subtype1" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype1" "subtype5" "subtype1" "subtype1"
[439] "subtype4" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
[445] "subtype1" "subtype4" "subtype2" "subtype5" "subtype4" "subtype5"
[451] "subtype5" "subtype5" "subtype1" "subtype5" "subtype5" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype1" "subtype5" "subtype1" "subtype5" "subtype2" "subtype5"
  [7] "subtype2" "subtype5" "subtype2" "subtype3" "subtype1" "subtype4"
 [13] "subtype2" "subtype5" "subtype4" "subtype5" "subtype2" "subtype1"
 [19] "subtype5" "subtype5" "subtype5" "subtype4" "subtype3" "subtype4"
 [25] "subtype2" "subtype2" "subtype2" "subtype5" "subtype2" "subtype5"
 [31] "subtype5" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
 [37] "subtype1" "subtype1" "subtype5" "subtype5" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype4" "subtype2" "subtype2" "subtype1"
 [49] "subtype4" "subtype1" "subtype1" "subtype1" "subtype5" "subtype2"
 [55] "subtype2" "subtype4" "subtype5" "subtype3" "subtype1" "subtype2"
 [61] "subtype3" "subtype2" "subtype4" "subtype3" "subtype1" "subtype4"
 [67] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype5"
 [73] "subtype1" "subtype4" "subtype3" "subtype2" "subtype3" "subtype5"
 [79] "subtype1" "subtype5" "subtype5" "subtype1" "subtype5" "subtype5"
 [85] "subtype5" "subtype2" "subtype5" "subtype3" "subtype5" "subtype4"
 [91] "subtype2" "subtype2" "subtype2" "subtype5" "subtype4" "subtype5"
 [97] "subtype2" "subtype5" "subtype5" "subtype2" "subtype3" "subtype5"
[103] "subtype5" "subtype5" "subtype5" "subtype3" "subtype1" "subtype1"
[109] "subtype4" "subtype4" "subtype5" "subtype2" "subtype5" "subtype5"
[115] "subtype2" "subtype5" "subtype5" "subtype5" "subtype5" "subtype3"
[121] "subtype1" "subtype1" "subtype5" "subtype2" "subtype2" "subtype2"
[127] "subtype4" "subtype1" "subtype1" "subtype3" "subtype5" "subtype5"
[133] "subtype5" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype1" "subtype5" "subtype2" "subtype4"
[145] "subtype4" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype2" "subtype1" "subtype5" "subtype4" "subtype1" "subtype1"
[157] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype2" "subtype4" "subtype1"
[169] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype2"
[175] "subtype1" "subtype5" "subtype2" "subtype2" "subtype2" "subtype5"
[181] "subtype5" "subtype2" "subtype4" "subtype5" "subtype5" "subtype2"
[187] "subtype2" "subtype5" "subtype5" "subtype5" "subtype5" "subtype1"
[193] "subtype5" "subtype2" "subtype1" "subtype5" "subtype2" "subtype1"
[199] "subtype1" "subtype2" "subtype3" "subtype2" "subtype5" "subtype2"
[205] "subtype2" "subtype2" "subtype2" "subtype2" "subtype4" "subtype5"
[211] "subtype2" "subtype4" "subtype5" "subtype4" "subtype2" "subtype5"
[217] "subtype1" "subtype3" "subtype2" "subtype1" "subtype5" "subtype1"
[223] "subtype4" "subtype3" "subtype5" "subtype1" "subtype5" "subtype5"
[229] "subtype2" "subtype2" "subtype5" "subtype5" "subtype1" "subtype2"
[235] "subtype5" "subtype2" "subtype2" "subtype2" "subtype5" "subtype2"
[241] "subtype5" "subtype2" "subtype5" "subtype5" "subtype5" "subtype2"
[247] "subtype5" "subtype5" "subtype4" "subtype2" "subtype2" "subtype4"
[253] "subtype2" "subtype2" "subtype4" "subtype2" "subtype1" "subtype5"
[259] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype5"
[265] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[271] "subtype1" "subtype1" "subtype4" "subtype2" "subtype1" "subtype1"
[277] "subtype2" "subtype4" "subtype5" "subtype2" "subtype2" "subtype5"
[283] "subtype5" "subtype4" "subtype5" "subtype4" "subtype3" "subtype5"
[289] "subtype1" "subtype3" "subtype5" "subtype2" "subtype3" "subtype2"
[295] "subtype5" "subtype5" "subtype5" "subtype2" "subtype3" "subtype3"
[301] "subtype4" "subtype5" "subtype4" "subtype2" "subtype1" "subtype3"
[307] "subtype2" "subtype3" "subtype5" "subtype2" "subtype1" "subtype3"
[313] "subtype4" "subtype5" "subtype1" "subtype2" "subtype1" "subtype4"
[319] "subtype3" "subtype2" "subtype2" "subtype5" "subtype2" "subtype5"
[325] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[331] "subtype5" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[337] "subtype4" "subtype1" "subtype2" "subtype2" "subtype5" "subtype3"
[343] "subtype5" "subtype2" "subtype5" "subtype5" "subtype2" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[355] "subtype4" "subtype2" "subtype2" "subtype4" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype4"
[367] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[379] "subtype4" "subtype3" "subtype2" "subtype4" "subtype3" "subtype1"
[385] "subtype1" "subtype3" "subtype1" "subtype5" "subtype1" "subtype4"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype1" "subtype5" "subtype5" "subtype3" "subtype4"
[403] "subtype4" "subtype2" "subtype3" "subtype1" "subtype1" "subtype4"
[409] "subtype1" "subtype1" "subtype5" "subtype1" "subtype4" "subtype2"
[415] "subtype2" "subtype2" "subtype5" "subtype1" "subtype2" "subtype5"
[421] "subtype2" "subtype1" "subtype5" "subtype3" "subtype4" "subtype1"
[427] "subtype1" "subtype5" "subtype1" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype1" "subtype5" "subtype1" "subtype1"
[439] "subtype4" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
[445] "subtype1" "subtype4" "subtype2" "subtype5" "subtype4" "subtype5"
[451] "subtype5" "subtype5" "subtype1" "subtype5" "subtype5" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
  [1] "subtype1" "subtype5" "subtype1" "subtype5" "subtype2" "subtype5"
  [7] "subtype2" "subtype5" "subtype2" "subtype3" "subtype1" "subtype4"
 [13] "subtype2" "subtype5" "subtype4" "subtype5" "subtype2" "subtype1"
 [19] "subtype5" "subtype5" "subtype5" "subtype4" "subtype3" "subtype4"
 [25] "subtype2" "subtype2" "subtype2" "subtype5" "subtype2" "subtype5"
 [31] "subtype5" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
 [37] "subtype1" "subtype1" "subtype5" "subtype5" "subtype1" "subtype1"
 [43] "subtype1" "subtype1" "subtype4" "subtype2" "subtype2" "subtype1"
 [49] "subtype4" "subtype1" "subtype1" "subtype1" "subtype5" "subtype2"
 [55] "subtype2" "subtype4" "subtype5" "subtype3" "subtype1" "subtype2"
 [61] "subtype3" "subtype2" "subtype4" "subtype3" "subtype1" "subtype4"
 [67] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype5"
 [73] "subtype1" "subtype4" "subtype3" "subtype2" "subtype3" "subtype5"
 [79] "subtype1" "subtype5" "subtype5" "subtype1" "subtype5" "subtype5"
 [85] "subtype5" "subtype2" "subtype5" "subtype3" "subtype5" "subtype4"
 [91] "subtype2" "subtype2" "subtype2" "subtype5" "subtype4" "subtype5"
 [97] "subtype2" "subtype5" "subtype5" "subtype2" "subtype3" "subtype5"
[103] "subtype5" "subtype5" "subtype5" "subtype3" "subtype1" "subtype1"
[109] "subtype4" "subtype4" "subtype5" "subtype2" "subtype5" "subtype5"
[115] "subtype2" "subtype5" "subtype5" "subtype5" "subtype5" "subtype3"
[121] "subtype1" "subtype1" "subtype5" "subtype2" "subtype2" "subtype2"
[127] "subtype4" "subtype1" "subtype1" "subtype3" "subtype5" "subtype5"
[133] "subtype5" "subtype1" "subtype1" "subtype1" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype1" "subtype5" "subtype2" "subtype4"
[145] "subtype4" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[151] "subtype2" "subtype1" "subtype5" "subtype4" "subtype1" "subtype1"
[157] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype1" "subtype2" "subtype2" "subtype4" "subtype1"
[169] "subtype1" "subtype1" "subtype1" "subtype1" "subtype5" "subtype2"
[175] "subtype1" "subtype5" "subtype2" "subtype2" "subtype2" "subtype5"
[181] "subtype5" "subtype2" "subtype4" "subtype5" "subtype5" "subtype2"
[187] "subtype2" "subtype5" "subtype5" "subtype5" "subtype5" "subtype1"
[193] "subtype5" "subtype2" "subtype1" "subtype5" "subtype2" "subtype1"
[199] "subtype1" "subtype2" "subtype3" "subtype2" "subtype5" "subtype2"
[205] "subtype2" "subtype2" "subtype2" "subtype2" "subtype4" "subtype5"
[211] "subtype2" "subtype4" "subtype5" "subtype4" "subtype2" "subtype5"
[217] "subtype1" "subtype3" "subtype2" "subtype1" "subtype5" "subtype1"
[223] "subtype4" "subtype3" "subtype5" "subtype1" "subtype5" "subtype5"
[229] "subtype2" "subtype2" "subtype5" "subtype5" "subtype1" "subtype2"
[235] "subtype5" "subtype2" "subtype2" "subtype2" "subtype5" "subtype2"
[241] "subtype5" "subtype2" "subtype5" "subtype5" "subtype5" "subtype2"
[247] "subtype5" "subtype5" "subtype4" "subtype2" "subtype2" "subtype4"
[253] "subtype2" "subtype2" "subtype4" "subtype2" "subtype1" "subtype5"
[259] "subtype2" "subtype2" "subtype2" "subtype4" "subtype1" "subtype5"
[265] "subtype1" "subtype2" "subtype1" "subtype1" "subtype2" "subtype2"
[271] "subtype1" "subtype1" "subtype4" "subtype2" "subtype1" "subtype1"
[277] "subtype2" "subtype4" "subtype5" "subtype2" "subtype2" "subtype5"
[283] "subtype5" "subtype4" "subtype5" "subtype4" "subtype3" "subtype5"
[289] "subtype1" "subtype3" "subtype5" "subtype2" "subtype3" "subtype2"
[295] "subtype5" "subtype5" "subtype5" "subtype2" "subtype3" "subtype3"
[301] "subtype4" "subtype5" "subtype4" "subtype2" "subtype1" "subtype3"
[307] "subtype2" "subtype3" "subtype5" "subtype2" "subtype1" "subtype3"
[313] "subtype4" "subtype5" "subtype1" "subtype2" "subtype1" "subtype4"
[319] "subtype3" "subtype2" "subtype2" "subtype5" "subtype2" "subtype5"
[325] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[331] "subtype5" "subtype1" "subtype3" "subtype1" "subtype2" "subtype2"
[337] "subtype4" "subtype1" "subtype2" "subtype2" "subtype5" "subtype3"
[343] "subtype5" "subtype2" "subtype5" "subtype5" "subtype2" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype3" "subtype1" "subtype2"
[355] "subtype4" "subtype2" "subtype2" "subtype4" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype1" "subtype1" "subtype2" "subtype4"
[367] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype1"
[373] "subtype2" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[379] "subtype4" "subtype3" "subtype2" "subtype4" "subtype3" "subtype1"
[385] "subtype1" "subtype3" "subtype1" "subtype5" "subtype1" "subtype4"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype1" "subtype5" "subtype5" "subtype3" "subtype4"
[403] "subtype4" "subtype2" "subtype3" "subtype1" "subtype1" "subtype4"
[409] "subtype1" "subtype1" "subtype5" "subtype1" "subtype4" "subtype2"
[415] "subtype2" "subtype2" "subtype5" "subtype1" "subtype2" "subtype5"
[421] "subtype2" "subtype1" "subtype5" "subtype3" "subtype4" "subtype1"
[427] "subtype1" "subtype5" "subtype1" "subtype2" "subtype2" "subtype2"
[433] "subtype1" "subtype1" "subtype1" "subtype5" "subtype1" "subtype1"
[439] "subtype4" "subtype1" "subtype1" "subtype1" "subtype5" "subtype1"
[445] "subtype1" "subtype4" "subtype2" "subtype5" "subtype4" "subtype5"
[451] "subtype5" "subtype5" "subtype1" "subtype5" "subtype5" "subtype1"
[457] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[463] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
D9V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      54
  subtype2                                     129
  subtype3                                      31
  subtype4                                      48
  subtype5                                     101
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             8                                66
  subtype2                             2                                 2
  subtype3                             2                                12
  subtype4                             3                                 1
  subtype5                             4                                 8
D9V3, multiclass
D9V4, binary
          cls
clus         0   1
  subtype1  26 102
  subtype2  32 101
  subtype3  12  33
  subtype4  11  41
  subtype5  50  63
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   26  102
  subtype2   32  101
  subtype3   12   33
  subtype4   11   41
  subtype5   50   63
          vv
clus       R0 R1 R2 RX
  subtype1 75 10  9  8
  subtype2 98  4  1  8
  subtype3 36  2  0  2
  subtype4 36  2  1  5
  subtype5 78  6  4  4
D9V5, multiclass

Clustering(10) Variable = MIRSEQ_CHIERARCHICAL
D10V1, survival
          sevent
clus2        0   1
  subtype1  11   2
  subtype2 197  10
  subtype3 206  42
subtype1 subtype2 subtype3 
      13      207      248 
subtype1 subtype2 subtype3 
       2       10       42 
$subtype1
TCGA-A5-A0VP TCGA-AP-A0LS TCGA-AX-A06D TCGA-AX-A1C5 TCGA-B5-A0K4 TCGA-B5-A11P 
       42.31        63.06        12.26        19.20        17.88        36.82 
TCGA-B5-A3FC TCGA-BS-A0UV TCGA-D1-A16N TCGA-D1-A16V TCGA-EY-A1GJ TCGA-EY-A215 
       62.14        73.25        31.07         1.41        23.90        18.87 
TCGA-EY-A547 
       17.88 

$subtype2
TCGA-A5-A0G9 TCGA-A5-A0GB TCGA-A5-A0GD TCGA-A5-A0GE TCGA-A5-A0GG TCGA-A5-A0GI 
       83.51        32.78         3.19       105.37        87.32        57.53 
TCGA-A5-A0GJ TCGA-A5-A0GM TCGA-A5-A0GQ TCGA-A5-A0GU TCGA-A5-A0GX TCGA-A5-A0R8 
       65.75        60.49        38.37        28.24        68.61        19.56 
TCGA-A5-A0R9 TCGA-A5-A0RA TCGA-A5-A0VO TCGA-A5-A1OF TCGA-A5-A1OJ TCGA-A5-A1OK 
       24.62        29.03        11.97         7.92         9.60         7.99 
TCGA-AJ-A2QK TCGA-AJ-A2QL TCGA-AJ-A2QO TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3I9 
        0.39        19.79         2.99         2.01         1.68         1.28 
TCGA-AJ-A3NC TCGA-AJ-A3NG TCGA-AJ-A3OK TCGA-AP-A051 TCGA-AP-A05O TCGA-AP-A05P 
        6.90         1.71         4.67        83.67        12.20        20.91 
TCGA-AP-A0LJ TCGA-AP-A0LL TCGA-AP-A0LN TCGA-AP-A0LP TCGA-AP-A0LQ TCGA-AP-A0LV 
       31.73        83.97        82.52        61.64        80.78        25.08 
TCGA-AP-A1DK TCGA-AP-A1DP TCGA-AP-A1DV TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AX-A05T 
       60.36        35.54         6.71        30.90        10.42        19.82 
TCGA-AX-A05U TCGA-AX-A05W TCGA-AX-A05Y TCGA-AX-A05Z TCGA-AX-A060 TCGA-AX-A063 
       29.65        68.32        72.03        46.45        35.34        66.54 
TCGA-AX-A06B TCGA-AX-A06H TCGA-AX-A06J TCGA-AX-A06L TCGA-AX-A0IS TCGA-AX-A1C4 
       53.88        27.39        30.02        60.62        35.01        13.28 
TCGA-AX-A1C9 TCGA-AX-A1CE TCGA-AX-A1CJ TCGA-AX-A1CK TCGA-AX-A2H7 TCGA-AX-A2H8 
       15.25        20.05        54.08        67.46        33.53        61.18 
TCGA-AX-A2HA TCGA-AX-A2HJ TCGA-AX-A3FW TCGA-AX-A3FX TCGA-AX-A3GB TCGA-B5-A0JR 
       68.71        27.32         0.33         0.13        14.47        56.91 
TCGA-B5-A0JS TCGA-B5-A0JT TCGA-B5-A0JU TCGA-B5-A0JV TCGA-B5-A0JX TCGA-B5-A0JZ 
       46.75        43.13        48.76        40.67        44.71        28.64 
TCGA-B5-A0K1 TCGA-B5-A0K2 TCGA-B5-A0K6 TCGA-B5-A0K7 TCGA-B5-A0KB TCGA-B5-A11F 
       30.51        25.91        14.01        17.06         4.08       185.75 
TCGA-B5-A11G TCGA-B5-A11J TCGA-B5-A11M TCGA-B5-A11N TCGA-B5-A11O TCGA-B5-A11Q 
      113.33        54.44        44.75        43.96        40.93        32.05 
TCGA-B5-A11R TCGA-B5-A11S TCGA-B5-A11V TCGA-B5-A11W TCGA-B5-A11Y TCGA-B5-A11Z 
       33.50        27.32        19.53        19.46        18.38        17.36 
TCGA-B5-A121 TCGA-B5-A1MV TCGA-B5-A1MX TCGA-B5-A1MZ TCGA-BG-A0LW TCGA-BG-A0M0 
       16.57        14.40        11.67        15.29        18.58        19.30 
TCGA-BG-A0M2 TCGA-BG-A0M3 TCGA-BG-A0M7 TCGA-BG-A0M8 TCGA-BG-A0M9 TCGA-BG-A0MA 
       20.91        35.21        38.37        36.49        28.27        10.72 
TCGA-BG-A0MC TCGA-BG-A0MG TCGA-BG-A0MH TCGA-BG-A0MI TCGA-BG-A0MK TCGA-BG-A0MO 
       41.52        48.56        44.09        23.47        43.30        43.00 
TCGA-BG-A0MQ TCGA-BG-A0MS TCGA-BG-A0MT TCGA-BG-A0MU TCGA-BG-A0RY TCGA-BG-A0VT 
       39.32        30.81        21.17        20.25        15.42         7.36 
TCGA-BG-A0VV TCGA-BG-A0VW TCGA-BG-A0VX TCGA-BG-A0VZ TCGA-BG-A0W1 TCGA-BG-A0W2 
        8.55         4.31        16.11        28.54        29.82        37.84 
TCGA-BG-A0YU TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B TCGA-BG-A222 
       14.83        13.78        14.73        14.01        15.45         9.57 
TCGA-BG-A2L7 TCGA-BK-A0C9 TCGA-BK-A0CA TCGA-BK-A13B TCGA-BK-A13C TCGA-BK-A56F 
        5.82        12.69        34.98        31.76        24.99         6.58 
TCGA-BS-A0TA TCGA-BS-A0TC TCGA-BS-A0TD TCGA-BS-A0TG TCGA-BS-A0TI TCGA-BS-A0U5 
       23.47        85.55        78.18        77.92        61.87        96.49 
TCGA-BS-A0U8 TCGA-BS-A0UA TCGA-BS-A0UJ TCGA-BS-A0UM TCGA-BS-A0V4 TCGA-BS-A0V6 
       97.41        88.31        82.39        86.89        59.51        62.79 
TCGA-BS-A0V7 TCGA-BS-A0WQ TCGA-D1-A0ZO TCGA-D1-A0ZR TCGA-D1-A0ZU TCGA-D1-A0ZV 
       63.58        66.44        19.79         0.56        28.67        23.93 
TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15W TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A165 
        4.44        21.99        30.08        29.33        37.64         0.66 
TCGA-D1-A169 TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F TCGA-D1-A16O 
       37.32        36.36        37.51        36.79         2.63        33.60 
TCGA-D1-A16Q TCGA-D1-A16R TCGA-D1-A16X TCGA-D1-A174 TCGA-D1-A175 TCGA-D1-A176 
       10.65         0.69         3.65        19.53         6.64        30.15 
TCGA-D1-A17A TCGA-D1-A17B TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17L TCGA-D1-A17N 
        1.58         6.97        30.44         1.28        26.37         1.51 
TCGA-D1-A17Q TCGA-D1-A17S TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NX 
        1.78        24.30         2.30        22.92         1.41        18.25 
TCGA-D1-A1NZ TCGA-D1-A1O0 TCGA-D1-A1O5 TCGA-D1-A1O7 TCGA-D1-A2G5 TCGA-DI-A1BY 
       18.02         2.07        15.06         1.05        41.42        36.62 
TCGA-DI-A1C3 TCGA-DI-A2QU TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A24G TCGA-EO-A1Y7 
       24.30        31.10         6.64        16.01        16.77         7.99 
TCGA-EO-A22Y TCGA-EO-A2CH TCGA-EY-A1G8 TCGA-EY-A1GE TCGA-EY-A1GF TCGA-EY-A1GH 
       25.02        19.40        14.96        24.36        27.16        23.31 
TCGA-EY-A1GI TCGA-EY-A1GK TCGA-EY-A1GU TCGA-EY-A1GW TCGA-EY-A1GX TCGA-EY-A1H0 
       23.31        22.78        12.43         8.55         6.48        19.33 
TCGA-EY-A549 TCGA-FI-A2D4 TCGA-FI-A2F4 
        6.97         7.96        28.93 

$subtype3
TCGA-A5-A0G1 TCGA-A5-A0G2 TCGA-A5-A0G3 TCGA-A5-A0G5 TCGA-A5-A0GA TCGA-A5-A0GH 
      106.88       149.52        46.95        37.02        17.85        74.07 
TCGA-A5-A0GN TCGA-A5-A0GP TCGA-A5-A0GR TCGA-A5-A0GV TCGA-A5-A0GW TCGA-A5-A0R6 
       60.53        46.55        36.82        20.81        23.21        19.96 
TCGA-A5-A0R7 TCGA-A5-A0VQ TCGA-A5-A1OG TCGA-A5-A1OH TCGA-A5-A2K2 TCGA-A5-A2K3 
       17.56        15.95        11.44        36.30        91.00        46.32 
TCGA-A5-A2K4 TCGA-A5-A2K5 TCGA-A5-A2K7 TCGA-A5-A3LO TCGA-A5-A3LP TCGA-AJ-A23M 
       28.64         5.29         5.13         7.33        14.96         1.02 
TCGA-AJ-A23N TCGA-AJ-A23O TCGA-AJ-A2QM TCGA-AJ-A2QN TCGA-AJ-A3BD TCGA-AJ-A3BF 
        1.08         1.97         1.02         2.01         0.49         1.12 
TCGA-AJ-A3BG TCGA-AJ-A3EJ TCGA-AJ-A3EK TCGA-AJ-A3EL TCGA-AJ-A3EM TCGA-AJ-A3IA 
        1.02         1.64         2.10         2.14         1.64         0.92 
TCGA-AJ-A3NE TCGA-AJ-A3NF TCGA-AJ-A3NH TCGA-AJ-A3OJ TCGA-AJ-A3OL TCGA-AJ-A3QS 
        2.56         1.35         0.76         1.94         1.87         1.84 
TCGA-AJ-A3TW TCGA-AP-A053 TCGA-AP-A054 TCGA-AP-A059 TCGA-AP-A0L8 TCGA-AP-A0L9 
        1.68         5.95        23.31         8.22        48.79       125.39 
TCGA-AP-A0LD TCGA-AP-A0LE TCGA-AP-A0LF TCGA-AP-A0LG TCGA-AP-A0LH TCGA-AP-A0LI 
      117.99       110.37         3.39        63.16        36.36        97.71 
TCGA-AP-A0LM TCGA-AP-A0LO TCGA-AP-A0LT TCGA-AP-A1DH TCGA-AP-A1DM TCGA-AP-A1DO 
       27.12        33.40        49.22        71.67        55.89        31.30 
TCGA-AP-A1DQ TCGA-AP-A1DR TCGA-AP-A1E3 TCGA-AP-A1E4 TCGA-AP-A3K1 TCGA-AP-A5FX 
       41.92        49.15        27.85        16.24        18.25        33.73 
TCGA-AW-A1PO TCGA-AX-A05S TCGA-AX-A062 TCGA-AX-A064 TCGA-AX-A06F TCGA-AX-A0IU 
        0.56        13.58        45.96        34.98        51.09        28.54 
TCGA-AX-A0IW TCGA-AX-A0IZ TCGA-AX-A0J0 TCGA-AX-A0J1 TCGA-AX-A1C7 TCGA-AX-A1C8 
       37.74        43.82        40.08        65.88        16.93        13.55 
TCGA-AX-A1CA TCGA-AX-A1CC TCGA-AX-A1CF TCGA-AX-A1CI TCGA-AX-A1CN TCGA-AX-A1CP 
       20.28        12.43        76.83        72.56        25.12        36.39 
TCGA-AX-A1CR TCGA-AX-A2H2 TCGA-AX-A2H4 TCGA-AX-A2H5 TCGA-AX-A2HC TCGA-AX-A2HD 
       11.08         4.77        30.08        71.24        33.40        40.50 
TCGA-AX-A2HF TCGA-AX-A2HG TCGA-AX-A2HH TCGA-AX-A2HK TCGA-AX-A2IN TCGA-AX-A2IO 
       16.08        21.70        17.72         2.96        31.10        38.66 
TCGA-AX-A3FS TCGA-AX-A3FT TCGA-AX-A3FZ TCGA-AX-A3G1 TCGA-AX-A3G3 TCGA-AX-A3G4 
        0.23         0.10         0.20        20.52         0.03         0.13 
TCGA-AX-A3G7 TCGA-AX-A3G8 TCGA-AX-A3G9 TCGA-AX-A3GI TCGA-B5-A0JN TCGA-B5-A0JY 
        0.23         1.18         8.35         0.13        80.38        32.98 
TCGA-B5-A0K0 TCGA-B5-A0K3 TCGA-B5-A0K8 TCGA-B5-A0K9 TCGA-B5-A11E TCGA-B5-A11H 
       28.34        23.01        17.82        11.01         8.71        88.34 
TCGA-B5-A11I TCGA-B5-A11L TCGA-B5-A11U TCGA-B5-A11X TCGA-B5-A1MR TCGA-B5-A1MS 
       75.72        45.90        16.73        19.56       191.84       102.05 
TCGA-B5-A1MU TCGA-B5-A1MW TCGA-B5-A1MY TCGA-B5-A1N2 TCGA-B5-A3S1 TCGA-BG-A0LX 
       50.86        14.70        11.87        12.79         5.00        20.15 
TCGA-BG-A0M4 TCGA-BG-A0M6 TCGA-BG-A0YV TCGA-BG-A18C TCGA-BG-A221 TCGA-BG-A2AE 
       34.98         7.92        12.56        15.45         1.81         0.53 
TCGA-BG-A3EW TCGA-BG-A3PP TCGA-BK-A0CC TCGA-BK-A139 TCGA-BK-A26L TCGA-BK-A4ZD 
       11.31         6.81        10.22        10.16        24.13         6.94 
TCGA-BS-A0T9 TCGA-BS-A0TE TCGA-BS-A0TJ TCGA-BS-A0U7 TCGA-BS-A0U9 TCGA-BS-A0UF 
       46.95         4.80        67.99        30.71        67.20        85.84 
TCGA-BS-A0UL TCGA-BS-A0UT TCGA-BS-A0V8 TCGA-BS-A0VI TCGA-D1-A0ZN TCGA-D1-A0ZP 
       81.57        72.72        49.55        63.16        16.83        29.95 
TCGA-D1-A0ZQ TCGA-D1-A0ZS TCGA-D1-A0ZZ TCGA-D1-A101 TCGA-D1-A15V TCGA-D1-A15X 
        8.55         4.83        22.52         1.74        39.48        29.88 
TCGA-D1-A15Z TCGA-D1-A160 TCGA-D1-A163 TCGA-D1-A167 TCGA-D1-A168 TCGA-D1-A16G 
        1.91         3.68        32.58        15.72        36.10        27.42 
TCGA-D1-A16I TCGA-D1-A16J TCGA-D1-A16S TCGA-D1-A16Y TCGA-D1-A177 TCGA-D1-A179 
       11.47        29.88        18.67        17.49        18.02         6.77 
TCGA-D1-A17C TCGA-D1-A17H TCGA-D1-A17K TCGA-D1-A17M TCGA-D1-A17R TCGA-D1-A1NU 
        0.99        28.01        28.08        10.22        11.15        13.22 
TCGA-D1-A1NW TCGA-D1-A1NY TCGA-D1-A1O8 TCGA-D1-A2G0 TCGA-D1-A2G6 TCGA-D1-A2G7 
        0.72        16.87         3.95         3.52         8.48        44.88 
TCGA-D1-A3DA TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A0WH TCGA-DI-A1BU TCGA-DI-A1NN 
        0.26         4.27         4.11        16.27        39.29        35.38 
TCGA-DI-A1NO TCGA-DI-A2QT TCGA-DI-A2QY TCGA-E6-A1LX TCGA-E6-A1LZ TCGA-E6-A1M0 
        9.37        12.39        91.96        23.38        48.36        17.03 
TCGA-E6-A2P8 TCGA-EC-A1QX TCGA-EO-A1Y5 TCGA-EO-A1Y8 TCGA-EO-A22R TCGA-EO-A22S 
        2.37         7.33        10.92        10.78        31.96        35.05 
TCGA-EO-A22T TCGA-EO-A22U TCGA-EO-A22X TCGA-EO-A2CG TCGA-EO-A3AS TCGA-EO-A3AU 
       33.01        27.12        32.25        32.02        34.39        19.36 
TCGA-EO-A3AY TCGA-EY-A1G7 TCGA-EY-A1GC TCGA-EY-A1GD TCGA-EY-A1GL TCGA-EY-A1GM 
       12.89         6.21         4.54         8.15        13.94         6.87 
TCGA-EY-A1GO TCGA-EY-A1GP TCGA-EY-A1GQ TCGA-EY-A1GR TCGA-EY-A1GS TCGA-EY-A1GT 
       19.27        18.84        17.88        17.62        15.09        16.11 
TCGA-EY-A1GV TCGA-EY-A210 TCGA-EY-A212 TCGA-EY-A214 TCGA-EY-A2OM TCGA-EY-A2ON 
       15.81        12.59         3.58        14.40        22.82        13.45 
TCGA-EY-A2OO TCGA-EY-A2OP TCGA-EY-A2OQ TCGA-EY-A3L3 TCGA-EY-A3QX TCGA-EY-A4KR 
       45.76        31.00        29.06        27.35        13.84         6.44 
TCGA-EY-A548 TCGA-EY-A54A TCGA-EY-A5W2 TCGA-FI-A2CX TCGA-FI-A2CY TCGA-FI-A2D0 
        2.14         3.72         5.26        40.01        34.98        33.99 
TCGA-FI-A2D2 TCGA-FI-A2D5 TCGA-FI-A2D6 TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX 
       36.00        14.01         8.98        97.08        59.01         9.07 
TCGA-FI-A2EY TCGA-FI-A2F8 TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-H5-A2HR TCGA-K6-A3WQ 
       29.03        25.02        26.01        41.06         1.74         6.67 
TCGA-KJ-A3U4 TCGA-PG-A5BC 
        2.40        10.82 

subtype1 subtype2 subtype3 
    1.41     0.13     0.03 
subtype1 subtype2 subtype3 
   73.25   185.75   191.84 
subtype1 subtype2 subtype3 
   23.90    24.99    17.77 
[1] "1.4 - 73.2 (23.9)"  "0.1 - 185.8 (25.0)" "0.0 - 191.8 (17.8)"
  [1] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
  [7] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
 [13] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [19] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
 [25] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
 [31] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [37] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [43] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [49] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [55] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [61] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [67] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [73] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [79] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
 [91] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[109] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[121] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[127] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[133] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[175] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[181] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[187] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[193] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[205] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[211] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[223] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[229] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[235] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[241] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[247] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[253] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[259] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[271] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[277] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[283] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[289] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[295] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[313] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[319] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[325] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[331] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[337] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[343] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[355] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[367] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[373] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[379] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[403] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[409] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[415] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[421] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[427] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[433] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[439] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[445] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [1] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
  [7] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
 [13] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [19] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
 [25] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
 [31] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [37] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [43] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [49] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [55] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [61] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [67] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [73] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [79] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
 [91] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[109] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[121] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[127] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[133] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[175] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[181] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[187] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[193] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[205] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[211] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[223] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[229] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[235] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[241] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[247] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[253] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[259] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[271] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[277] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[283] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[289] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[295] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[313] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[319] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[325] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[331] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[337] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[343] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[355] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[367] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[373] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[379] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[403] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[409] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[415] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[421] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[427] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[433] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[439] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[445] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
  [1] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
  [7] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
 [13] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [19] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
 [25] "subtype2" "subtype2" "subtype2" "subtype2" "subtype1" "subtype3"
 [31] "subtype2" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [37] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [43] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [49] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [55] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
 [61] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
 [67] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype2"
 [73] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype3"
 [79] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
 [91] "subtype2" "subtype2" "subtype1" "subtype3" "subtype2" "subtype3"
 [97] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[103] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[109] "subtype3" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[115] "subtype2" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[121] "subtype2" "subtype1" "subtype3" "subtype2" "subtype2" "subtype2"
[127] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[133] "subtype2" "subtype1" "subtype3" "subtype3" "subtype2" "subtype3"
[139] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[145] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[151] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype3"
[157] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[163] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[169] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[175] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype2"
[181] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[187] "subtype2" "subtype3" "subtype1" "subtype2" "subtype2" "subtype3"
[193] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[199] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[205] "subtype1" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[211] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[217] "subtype3" "subtype3" "subtype2" "subtype3" "subtype2" "subtype3"
[223] "subtype2" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[229] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[235] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[241] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[247] "subtype2" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[253] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype2"
[259] "subtype2" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[265] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[271] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[277] "subtype2" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
[283] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[289] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype2"
[295] "subtype3" "subtype1" "subtype2" "subtype2" "subtype2" "subtype3"
[301] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[307] "subtype2" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[313] "subtype2" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[319] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[325] "subtype3" "subtype2" "subtype2" "subtype2" "subtype2" "subtype2"
[331] "subtype3" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[337] "subtype2" "subtype3" "subtype1" "subtype2" "subtype3" "subtype2"
[343] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype2"
[349] "subtype3" "subtype2" "subtype2" "subtype3" "subtype3" "subtype2"
[355] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype2"
[361] "subtype2" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[367] "subtype2" "subtype2" "subtype2" "subtype2" "subtype3" "subtype3"
[373] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[379] "subtype3" "subtype3" "subtype2" "subtype2" "subtype3" "subtype3"
[385] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[391] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype3"
[397] "subtype2" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[403] "subtype3" "subtype2" "subtype3" "subtype2" "subtype3" "subtype3"
[409] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype2"
[415] "subtype2" "subtype2" "subtype2" "subtype1" "subtype2" "subtype3"
[421] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[427] "subtype3" "subtype2" "subtype3" "subtype2" "subtype2" "subtype2"
[433] "subtype3" "subtype3" "subtype3" "subtype1" "subtype3" "subtype3"
[439] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[445] "subtype1" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[451] "subtype3" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[457] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[463] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
D10V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      13
  subtype2                                     201
  subtype3                                     149
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             0                                 0
  subtype2                             3                                 3
  subtype3                            16                                86
D10V3, multiclass
D10V4, binary
          cls
clus         0   1
  subtype1   7   6
  subtype2  58 149
  subtype3  66 185
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1    7    6
  subtype2   58  149
  subtype3   66  185
     clus
vv    subtype1 subtype2 subtype3
  NO         7       58       66
  YES        6      149      185
          vv
clus        R0  R1  R2  RX
  subtype1   8   1   1   0
  subtype2 143   9   3  14
  subtype3 172  14  11  13
D10V5, multiclass

Clustering(11) Variable = MIRSEQ_MATURE_CNMF
D11V1, survival
          sevent
clus2        0   1
  subtype1 123  23
  subtype2  70  13
  subtype3 105   7
subtype1 subtype2 subtype3 
     146       83      112 
subtype1 subtype2 subtype3 
      23       13        7 
$subtype1
TCGA-A5-A0G1 TCGA-A5-A0GB TCGA-A5-A1OF TCGA-A5-A1OG TCGA-A5-A2K2 TCGA-A5-A2K3 
      106.88        32.78         7.92        11.44        91.00        46.32 
TCGA-A5-A2K4 TCGA-A5-A2K5 TCGA-A5-A2K7 TCGA-A5-A3LP TCGA-AJ-A23M TCGA-AJ-A23N 
       28.64         5.29         5.13        14.96         1.02         1.08 
TCGA-AJ-A2QM TCGA-AJ-A2QO TCGA-AJ-A3BD TCGA-AJ-A3BF TCGA-AJ-A3BG TCGA-AJ-A3EJ 
        1.02         2.99         0.49         1.12         1.02         1.64 
TCGA-AJ-A3EK TCGA-AJ-A3EM TCGA-AJ-A3IA TCGA-AJ-A3NE TCGA-AJ-A3NH TCGA-AJ-A3OL 
        2.10         1.64         0.92         2.56         0.76         1.87 
TCGA-AJ-A3TW TCGA-AP-A059 TCGA-AP-A0LF TCGA-AP-A0LO TCGA-AP-A0LS TCGA-AP-A1DH 
        1.68         8.22         3.39        33.40        63.06        71.67 
TCGA-AP-A1DO TCGA-AP-A1DR TCGA-AP-A1DV TCGA-AP-A1E4 TCGA-AP-A3K1 TCGA-AW-A1PO 
       31.30        49.15         6.71        16.24        18.25         0.56 
TCGA-AX-A064 TCGA-AX-A06D TCGA-AX-A1C5 TCGA-AX-A1C7 TCGA-AX-A1CA TCGA-AX-A1CF 
       34.98        12.26        19.20        16.93        20.28        76.83 
TCGA-AX-A1CI TCGA-AX-A2H2 TCGA-AX-A2H4 TCGA-AX-A2H5 TCGA-AX-A2H8 TCGA-AX-A2HA 
       72.56         4.77        30.08        71.24        61.18        68.71 
TCGA-AX-A2HC TCGA-AX-A2HD TCGA-AX-A2HF TCGA-AX-A2HG TCGA-AX-A2HH TCGA-AX-A3FS 
       33.40        40.50        16.08        21.70        17.72         0.23 
TCGA-AX-A3FT TCGA-AX-A3FZ TCGA-AX-A3G3 TCGA-AX-A3G7 TCGA-AX-A3G8 TCGA-AX-A3G9 
        0.10         0.20         0.03         0.23         1.18         8.35 
TCGA-AX-A3GI TCGA-B5-A0JU TCGA-B5-A0K8 TCGA-B5-A11H TCGA-B5-A1MR TCGA-B5-A1MS 
        0.13        48.76        17.82        88.34       191.84       102.05 
TCGA-B5-A1MW TCGA-B5-A3FC TCGA-B5-A3S1 TCGA-BG-A0YV TCGA-BG-A18C TCGA-BG-A221 
       14.70        62.14         5.00        12.56        15.45         1.81 
TCGA-BG-A222 TCGA-BG-A2AE TCGA-BG-A3EW TCGA-BG-A3PP TCGA-BK-A0CC TCGA-BK-A139 
        9.57         0.53        11.31         6.81        10.22        10.16 
TCGA-BK-A4ZD TCGA-BS-A0V8 TCGA-D1-A15V TCGA-D1-A15X TCGA-D1-A15Z TCGA-D1-A167 
        6.94        49.55        39.48        29.88         1.91        15.72 
TCGA-D1-A16I TCGA-D1-A16S TCGA-D1-A16Y TCGA-D1-A177 TCGA-D1-A179 TCGA-D1-A17K 
       11.47        18.67        17.49        18.02         6.77        28.08 
TCGA-D1-A1NU TCGA-D1-A2G0 TCGA-D1-A3DA TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A1NN 
       13.22         3.52         0.26         4.27         4.11        35.38 
TCGA-DI-A1NO TCGA-DI-A2QT TCGA-E6-A1LX TCGA-E6-A1LZ TCGA-E6-A1M0 TCGA-EO-A1Y5 
        9.37        12.39        23.38        48.36        17.03        10.92 
TCGA-EO-A1Y8 TCGA-EO-A22S TCGA-EO-A22U TCGA-EO-A2CH TCGA-EO-A3AS TCGA-EO-A3AU 
       10.78        35.05        27.12        19.40        34.39        19.36 
TCGA-EO-A3AY TCGA-EY-A1G7 TCGA-EY-A1G8 TCGA-EY-A1GC TCGA-EY-A1GJ TCGA-EY-A1GL 
       12.89         6.21        14.96         4.54        23.90        13.94 
TCGA-EY-A1GO TCGA-EY-A1GR TCGA-EY-A1GS TCGA-EY-A1GT TCGA-EY-A1GV TCGA-EY-A212 
       19.27        17.62        15.09        16.11        15.81         3.58 
TCGA-EY-A214 TCGA-EY-A215 TCGA-EY-A2OM TCGA-EY-A2ON TCGA-EY-A2OO TCGA-EY-A2OP 
       14.40        18.87        22.82        13.45        45.76        31.00 
TCGA-EY-A3L3 TCGA-EY-A3QX TCGA-EY-A4KR TCGA-EY-A547 TCGA-EY-A548 TCGA-EY-A54A 
       27.35        13.84         6.44        17.88         2.14         3.72 
TCGA-EY-A5W2 TCGA-FI-A2CX TCGA-FI-A2CY TCGA-FI-A2D2 TCGA-FI-A2D4 TCGA-FI-A2D5 
        5.26        40.01        34.98        36.00         7.96        14.01 
TCGA-FI-A2D6 TCGA-FI-A2EU TCGA-FI-A2EW TCGA-FI-A2EX TCGA-FI-A2EY TCGA-H5-A2HR 
        8.98        97.08        59.01         9.07        29.03         1.74 
TCGA-K6-A3WQ TCGA-KJ-A3U4 
        6.67         2.40 

$subtype2
TCGA-A5-A0GG TCGA-A5-A0GN TCGA-A5-A0GR TCGA-A5-A1OH TCGA-A5-A1OJ TCGA-A5-A3LO 
       87.32        60.53        36.82        36.30         9.60         7.33 
TCGA-AJ-A23O TCGA-AJ-A2QN TCGA-AJ-A3EL TCGA-AJ-A3NF TCGA-AJ-A3NG TCGA-AJ-A3OJ 
        1.97         2.01         2.14         1.35         1.71         1.94 
TCGA-AJ-A3QS TCGA-AP-A0LM TCGA-AP-A1DM TCGA-AP-A1DQ TCGA-AP-A1E0 TCGA-AP-A1E3 
        1.84        27.12        55.89        41.92        30.90        27.85 
TCGA-AX-A0IZ TCGA-AX-A1C8 TCGA-AX-A1CC TCGA-AX-A1CN TCGA-AX-A1CP TCGA-AX-A1CR 
       43.82        13.55        12.43        25.12        36.39        11.08 
TCGA-AX-A2HJ TCGA-AX-A2HK TCGA-AX-A2IN TCGA-AX-A2IO TCGA-AX-A3G4 TCGA-AX-A3GB 
       27.32         2.96        31.10        38.66         0.13        14.47 
TCGA-B5-A11L TCGA-B5-A11O TCGA-B5-A11U TCGA-B5-A1MU TCGA-B5-A1MX TCGA-B5-A1MY 
       45.90        40.93        16.73        50.86        11.67        11.87 
TCGA-B5-A1N2 TCGA-BK-A26L TCGA-BS-A0UA TCGA-BS-A0V4 TCGA-BS-A0V7 TCGA-BS-A0VI 
       12.79        24.13        88.31        59.51        63.58        63.16 
TCGA-D1-A0ZN TCGA-D1-A0ZQ TCGA-D1-A0ZS TCGA-D1-A160 TCGA-D1-A163 TCGA-D1-A168 
       16.83         8.55         4.83         3.68        32.58        36.10 
TCGA-D1-A16G TCGA-D1-A16J TCGA-D1-A174 TCGA-D1-A175 TCGA-D1-A17C TCGA-D1-A17H 
       27.42        29.88        19.53         6.64         0.99        28.01 
TCGA-D1-A17M TCGA-D1-A17R TCGA-D1-A1NW TCGA-D1-A1NY TCGA-D1-A1O8 TCGA-D1-A2G6 
       10.22        11.15         0.72        16.87         3.95         8.48 
TCGA-D1-A2G7 TCGA-DI-A0WH TCGA-DI-A1BU TCGA-DI-A1C3 TCGA-DI-A2QU TCGA-DI-A2QY 
       44.88        16.27        39.29        24.30        31.10        91.96 
TCGA-E6-A2P8 TCGA-EC-A1QX TCGA-EO-A22R TCGA-EO-A22T TCGA-EO-A22X TCGA-EO-A2CG 
        2.37         7.33        31.96        33.01        32.25        32.02 
TCGA-EY-A1GD TCGA-EY-A1GM TCGA-EY-A1GP TCGA-EY-A1GQ TCGA-EY-A210 TCGA-EY-A2OQ 
        8.15         6.87        18.84        17.88        12.59        29.06 
TCGA-FI-A2D0 TCGA-FI-A2F8 TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-PG-A5BC 
       33.99        25.02        26.01        41.06        10.82 

$subtype3
TCGA-A5-A0GQ TCGA-A5-A1OK TCGA-AJ-A2QK TCGA-AJ-A2QL TCGA-AJ-A3BI TCGA-AJ-A3BK 
       38.37         7.99         0.39        19.79         2.01         1.68 
TCGA-AJ-A3I9 TCGA-AJ-A3NC TCGA-AJ-A3OK TCGA-AP-A05O TCGA-AP-A1DK TCGA-AP-A1DP 
        1.28         6.90         4.67        12.20        60.36        35.54 
TCGA-AP-A1E1 TCGA-AP-A5FX TCGA-AX-A06H TCGA-AX-A06L TCGA-AX-A1C4 TCGA-AX-A1C9 
       10.42        33.73        27.39        60.62        13.28        15.25 
TCGA-AX-A1CE TCGA-AX-A1CJ TCGA-AX-A1CK TCGA-AX-A2H7 TCGA-AX-A3FW TCGA-AX-A3FX 
       20.05        54.08        67.46        33.53         0.33         0.13 
TCGA-AX-A3G1 TCGA-B5-A0JR TCGA-B5-A0JT TCGA-B5-A0JX TCGA-B5-A0KB TCGA-B5-A11G 
       20.52        56.91        43.13        44.71         4.08       113.33 
TCGA-B5-A11J TCGA-B5-A11M TCGA-B5-A11N TCGA-B5-A11P TCGA-B5-A11Q TCGA-B5-A11R 
       54.44        44.75        43.96        36.82        32.05        33.50 
TCGA-B5-A11S TCGA-B5-A11W TCGA-B5-A11Z TCGA-B5-A121 TCGA-B5-A1MV TCGA-B5-A1MZ 
       27.32        19.46        17.36        16.57        14.40        15.29 
TCGA-BG-A0MA TCGA-BG-A0MH TCGA-BG-A0MK TCGA-BG-A0VV TCGA-BG-A0VW TCGA-BG-A0VX 
       10.72        44.09        43.30         8.55         4.31        16.11 
TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B TCGA-BG-A2L7 TCGA-BK-A0CA 
       13.78        14.73        14.01        15.45         5.82        34.98 
TCGA-BK-A13B TCGA-BK-A13C TCGA-BK-A56F TCGA-BS-A0T9 TCGA-BS-A0V6 TCGA-D1-A0ZO 
       31.76        24.99         6.58        46.95        62.79        19.79 
TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15W TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A165 
        4.44        21.99        30.08        29.33        37.64         0.66 
TCGA-D1-A169 TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F TCGA-D1-A16N 
       37.32        36.36        37.51        36.79         2.63        31.07 
TCGA-D1-A16O TCGA-D1-A16Q TCGA-D1-A16R TCGA-D1-A16V TCGA-D1-A16X TCGA-D1-A176 
       33.60        10.65         0.69         1.41         3.65        30.15 
TCGA-D1-A17A TCGA-D1-A17B TCGA-D1-A17D TCGA-D1-A17F TCGA-D1-A17L TCGA-D1-A17N 
        1.58         6.97        30.44         1.28        26.37         1.51 
TCGA-D1-A17Q TCGA-D1-A17S TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NX 
        1.78        24.30         2.30        22.92         1.41        18.25 
TCGA-D1-A1NZ TCGA-D1-A1O0 TCGA-D1-A1O5 TCGA-D1-A1O7 TCGA-D1-A2G5 TCGA-DI-A1BY 
       18.02         2.07        15.06         1.05        41.42        36.62 
TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A24G TCGA-EO-A1Y7 TCGA-EO-A22Y TCGA-EY-A1GE 
        6.64        16.01        16.77         7.99        25.02        24.36 
TCGA-EY-A1GF TCGA-EY-A1GH TCGA-EY-A1GI TCGA-EY-A1GK TCGA-EY-A1GU TCGA-EY-A1GW 
       27.16        23.31        23.31        22.78        12.43         8.55 
TCGA-EY-A1GX TCGA-EY-A1H0 TCGA-EY-A549 TCGA-FI-A2F4 
        6.48        19.33         6.97        28.93 

subtype1 subtype2 subtype3 
    0.03     0.13     0.13 
subtype1 subtype2 subtype3 
  191.84    91.96   113.33 
subtype1 subtype2 subtype3 
  14.205   24.130   19.395 
[1] "0.0 - 191.8 (14.2)" "0.1 - 92.0 (24.1)"  "0.1 - 113.3 (19.4)"
  [1] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
  [7] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [19] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [31] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [37] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [43] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
 [49] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [55] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [61] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [73] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
 [79] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [91] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
 [97] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[103] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[109] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[115] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[121] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[127] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[133] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[145] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[169] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[175] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[181] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[187] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[193] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[223] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[229] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[247] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[253] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[259] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[265] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[271] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[277] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[295] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[301] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[307] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[313] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[337] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
  [1] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
  [7] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [19] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [31] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [37] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [43] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
 [49] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [55] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [61] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [73] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
 [79] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [91] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
 [97] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[103] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[109] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[115] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[121] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[127] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[133] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[145] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[169] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[175] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[181] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[187] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[193] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[223] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[229] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[247] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[253] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[259] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[265] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[271] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[277] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[295] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[301] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[307] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[313] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[337] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
  [1] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype2"
  [7] "subtype1" "subtype1" "subtype2" "subtype2" "subtype3" "subtype1"
 [13] "subtype1" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
 [19] "subtype1" "subtype1" "subtype2" "subtype3" "subtype3" "subtype1"
 [25] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype3"
 [31] "subtype3" "subtype1" "subtype1" "subtype2" "subtype1" "subtype3"
 [37] "subtype1" "subtype3" "subtype1" "subtype2" "subtype2" "subtype1"
 [43] "subtype2" "subtype3" "subtype1" "subtype2" "subtype1" "subtype1"
 [49] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
 [55] "subtype3" "subtype2" "subtype1" "subtype3" "subtype2" "subtype1"
 [61] "subtype1" "subtype2" "subtype3" "subtype2" "subtype1" "subtype1"
 [67] "subtype3" "subtype1" "subtype1" "subtype1" "subtype3" "subtype3"
 [73] "subtype2" "subtype3" "subtype1" "subtype1" "subtype2" "subtype3"
 [79] "subtype1" "subtype2" "subtype3" "subtype1" "subtype1" "subtype3"
 [85] "subtype3" "subtype2" "subtype2" "subtype2" "subtype1" "subtype1"
 [91] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
 [97] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype2"
[103] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype1"
[109] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[115] "subtype2" "subtype1" "subtype3" "subtype3" "subtype1" "subtype3"
[121] "subtype1" "subtype3" "subtype3" "subtype1" "subtype3" "subtype2"
[127] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[133] "subtype3" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[139] "subtype1" "subtype2" "subtype3" "subtype1" "subtype2" "subtype2"
[145] "subtype3" "subtype2" "subtype1" "subtype1" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype1"
[163] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype1"
[169] "subtype1" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[175] "subtype3" "subtype2" "subtype2" "subtype3" "subtype2" "subtype1"
[181] "subtype2" "subtype2" "subtype3" "subtype2" "subtype2" "subtype3"
[187] "subtype3" "subtype1" "subtype3" "subtype1" "subtype1" "subtype2"
[193] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype2"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype2"
[205] "subtype1" "subtype2" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype1" "subtype3" "subtype3" "subtype1" "subtype2" "subtype2"
[217] "subtype3" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
[223] "subtype3" "subtype3" "subtype2" "subtype1" "subtype3" "subtype2"
[229] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype1" "subtype2" "subtype3" "subtype2" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype2" "subtype1" "subtype3"
[247] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[253] "subtype2" "subtype3" "subtype2" "subtype1" "subtype1" "subtype1"
[259] "subtype2" "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
[265] "subtype3" "subtype3" "subtype2" "subtype3" "subtype1" "subtype3"
[271] "subtype1" "subtype2" "subtype1" "subtype2" "subtype1" "subtype2"
[277] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[283] "subtype1" "subtype1" "subtype1" "subtype2" "subtype3" "subtype3"
[289] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype2"
[295] "subtype1" "subtype2" "subtype2" "subtype1" "subtype1" "subtype1"
[301] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[307] "subtype1" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[313] "subtype1" "subtype2" "subtype1" "subtype1" "subtype1" "subtype1"
[319] "subtype1" "subtype3" "subtype1" "subtype1" "subtype1" "subtype1"
[325] "subtype2" "subtype1" "subtype1" "subtype1" "subtype1" "subtype1"
[331] "subtype1" "subtype1" "subtype1" "subtype3" "subtype2" "subtype2"
[337] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2"
D11V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      86
  subtype2                                      56
  subtype3                                     108
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             8                                55
  subtype2                             7                                20
  subtype3                             2                                 2
D11V3, multiclass
D11V4, binary
          cls
clus         0   1
  subtype1  32 117
  subtype2  24  59
  subtype3  26  86
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   32  117
  subtype2   24   59
  subtype3   26   86
     clus
vv    subtype1 subtype2 subtype3
  NO        32       24       26
  YES      117       59       86
          vv
clus       R0 R1 R2 RX
  subtype1 96  9 10  6
  subtype2 64  4  0  4
  subtype3 72  4  2 11
D11V5, multiclass

Clustering(12) Variable = MIRSEQ_MATURE_CHIERARCHICAL
D12V1, survival
          sevent
clus2        0   1
  subtype1  79  10
  subtype2  66  17
  subtype3 130  10
  subtype4  23   6
subtype1 subtype2 subtype3 subtype4 
      89       83      140       29 
subtype1 subtype2 subtype3 subtype4 
      10       17       10        6 
$subtype1
TCGA-A5-A0GN TCGA-A5-A0GR TCGA-A5-A1OH TCGA-A5-A2K7 TCGA-A5-A3LO TCGA-AJ-A23N 
       60.53        36.82        36.30         5.13         7.33         1.08 
TCGA-AJ-A23O TCGA-AJ-A3EK TCGA-AJ-A3EL TCGA-AJ-A3EM TCGA-AJ-A3IA TCGA-AJ-A3NE 
        1.97         2.10         2.14         1.64         0.92         2.56 
TCGA-AJ-A3NF TCGA-AJ-A3OJ TCGA-AJ-A3QS TCGA-AP-A059 TCGA-AP-A0LM TCGA-AP-A1DM 
        1.35         1.94         1.84         8.22        27.12        55.89 
TCGA-AP-A1DQ TCGA-AP-A1DR TCGA-AP-A1E3 TCGA-AP-A1E4 TCGA-AX-A064 TCGA-AX-A0IZ 
       41.92        49.15        27.85        16.24        34.98        43.82 
TCGA-AX-A1C8 TCGA-AX-A1CC TCGA-AX-A1CI TCGA-AX-A1CP TCGA-AX-A2HF TCGA-AX-A2HK 
       13.55        12.43        72.56        36.39        16.08         2.96 
TCGA-AX-A2IN TCGA-AX-A2IO TCGA-AX-A3FT TCGA-AX-A3G4 TCGA-AX-A3G9 TCGA-B5-A11U 
       31.10        38.66         0.10         0.13         8.35        16.73 
TCGA-B5-A1MU TCGA-B5-A1MY TCGA-B5-A1N2 TCGA-BG-A3PP TCGA-BK-A0CC TCGA-BK-A26L 
       50.86        11.87        12.79         6.81        10.22        24.13 
TCGA-BS-A0V4 TCGA-BS-A0VI TCGA-D1-A0ZS TCGA-D1-A160 TCGA-D1-A163 TCGA-D1-A167 
       59.51        63.16         4.83         3.68        32.58        15.72 
TCGA-D1-A168 TCGA-D1-A16G TCGA-D1-A16J TCGA-D1-A177 TCGA-D1-A17H TCGA-D1-A1NW 
       36.10        27.42        29.88        18.02        28.01         0.72 
TCGA-D1-A1NY TCGA-D1-A2G6 TCGA-D1-A2G7 TCGA-D1-A3DG TCGA-D1-A3DH TCGA-DI-A0WH 
       16.87         8.48        44.88         4.27         4.11        16.27 
TCGA-DI-A1BU TCGA-DI-A2QY TCGA-E6-A1LX TCGA-E6-A2P8 TCGA-EC-A1QX TCGA-EO-A22R 
       39.29        91.96        23.38         2.37         7.33        31.96 
TCGA-EO-A22S TCGA-EO-A22T TCGA-EO-A22X TCGA-EO-A2CG TCGA-EO-A3AS TCGA-EO-A3AU 
       35.05        33.01        32.25        32.02        34.39        19.36 
TCGA-EO-A3AY TCGA-EY-A1GM TCGA-EY-A1GO TCGA-EY-A1GP TCGA-EY-A1GQ TCGA-EY-A1GT 
       12.89         6.87        19.27        18.84        17.88        16.11 
TCGA-EY-A210 TCGA-EY-A2OQ TCGA-EY-A3QX TCGA-EY-A54A TCGA-EY-A5W2 TCGA-FI-A2D0 
       12.59        29.06        13.84         3.72         5.26        33.99 
TCGA-FI-A2D6 TCGA-FI-A2F8 TCGA-FI-A2F9 TCGA-FI-A3PV TCGA-PG-A5BC 
        8.98        25.02        26.01        41.06        10.82 

$subtype2
TCGA-A5-A0G1 TCGA-A5-A1OF TCGA-A5-A1OG TCGA-A5-A2K2 TCGA-A5-A2K3 TCGA-A5-A2K4 
      106.88         7.92        11.44        91.00        46.32        28.64 
TCGA-A5-A3LP TCGA-AJ-A23M TCGA-AJ-A2QM TCGA-AJ-A3BD TCGA-AJ-A3BF TCGA-AJ-A3BG 
       14.96         1.02         1.02         0.49         1.12         1.02 
TCGA-AJ-A3EJ TCGA-AJ-A3NH TCGA-AJ-A3TW TCGA-AP-A0LF TCGA-AP-A1DO TCGA-AP-A3K1 
        1.64         0.76         1.68         3.39        31.30        18.25 
TCGA-AX-A1C5 TCGA-AX-A1C7 TCGA-AX-A1CA TCGA-AX-A1CR TCGA-AX-A2H2 TCGA-AX-A2H4 
       19.20        16.93        20.28        11.08         4.77        30.08 
TCGA-AX-A2H5 TCGA-AX-A2H8 TCGA-AX-A2HC TCGA-AX-A2HD TCGA-AX-A2HG TCGA-AX-A2HH 
       71.24        61.18        33.40        40.50        21.70        17.72 
TCGA-AX-A3G3 TCGA-AX-A3G8 TCGA-AX-A3GI TCGA-B5-A0JU TCGA-B5-A0K8 TCGA-B5-A1MR 
        0.03         1.18         0.13        48.76        17.82       191.84 
TCGA-B5-A1MS TCGA-B5-A3S1 TCGA-BG-A0YV TCGA-BG-A221 TCGA-BG-A222 TCGA-BG-A2AE 
      102.05         5.00        12.56         1.81         9.57         0.53 
TCGA-BG-A3EW TCGA-D1-A15V TCGA-D1-A15X TCGA-D1-A16I TCGA-D1-A16S TCGA-D1-A16Y 
       11.31        39.48        29.88        11.47        18.67        17.49 
TCGA-D1-A179 TCGA-D1-A1NU TCGA-D1-A2G0 TCGA-D1-A3DA TCGA-DI-A1NN TCGA-DI-A1NO 
        6.77        13.22         3.52         0.26        35.38         9.37 
TCGA-DI-A2QT TCGA-E6-A1LZ TCGA-EO-A1Y5 TCGA-EO-A1Y8 TCGA-EO-A22U TCGA-EO-A2CH 
       12.39        48.36        10.92        10.78        27.12        19.40 
TCGA-EY-A1G7 TCGA-EY-A1GC TCGA-EY-A1GJ TCGA-EY-A1GR TCGA-EY-A1GS TCGA-EY-A1GU 
        6.21         4.54        23.90        17.62        15.09        12.43 
TCGA-EY-A1GV TCGA-EY-A212 TCGA-EY-A2ON TCGA-EY-A2OO TCGA-EY-A2OP TCGA-EY-A3L3 
       15.81         3.58        13.45        45.76        31.00        27.35 
TCGA-EY-A4KR TCGA-FI-A2CX TCGA-FI-A2CY TCGA-FI-A2D2 TCGA-FI-A2EU TCGA-FI-A2EW 
        6.44        40.01        34.98        36.00        97.08        59.01 
TCGA-FI-A2EX TCGA-FI-A2EY TCGA-H5-A2HR TCGA-K6-A3WQ TCGA-KJ-A3U4 
        9.07        29.03         1.74         6.67         2.40 

$subtype3
TCGA-A5-A0GB TCGA-A5-A0GG TCGA-A5-A0GQ TCGA-A5-A1OJ TCGA-A5-A1OK TCGA-AJ-A2QK 
       32.78        87.32        38.37         9.60         7.99         0.39 
TCGA-AJ-A2QL TCGA-AJ-A2QN TCGA-AJ-A2QO TCGA-AJ-A3BI TCGA-AJ-A3BK TCGA-AJ-A3I9 
       19.79         2.01         2.99         2.01         1.68         1.28 
TCGA-AJ-A3NC TCGA-AJ-A3NG TCGA-AJ-A3OK TCGA-AP-A05O TCGA-AP-A1DK TCGA-AP-A1DP 
        6.90         1.71         4.67        12.20        60.36        35.54 
TCGA-AP-A1DV TCGA-AP-A1E0 TCGA-AP-A1E1 TCGA-AP-A5FX TCGA-AX-A06H TCGA-AX-A06L 
        6.71        30.90        10.42        33.73        27.39        60.62 
TCGA-AX-A1C4 TCGA-AX-A1C9 TCGA-AX-A1CE TCGA-AX-A1CJ TCGA-AX-A1CK TCGA-AX-A1CN 
       13.28        15.25        20.05        54.08        67.46        25.12 
TCGA-AX-A2H7 TCGA-AX-A2HJ TCGA-AX-A3FW TCGA-AX-A3FX TCGA-AX-A3G1 TCGA-AX-A3GB 
       33.53        27.32         0.33         0.13        20.52        14.47 
TCGA-B5-A0JR TCGA-B5-A0JT TCGA-B5-A0JX TCGA-B5-A0KB TCGA-B5-A11G TCGA-B5-A11J 
       56.91        43.13        44.71         4.08       113.33        54.44 
TCGA-B5-A11L TCGA-B5-A11M TCGA-B5-A11N TCGA-B5-A11O TCGA-B5-A11P TCGA-B5-A11Q 
       45.90        44.75        43.96        40.93        36.82        32.05 
TCGA-B5-A11R TCGA-B5-A11S TCGA-B5-A11W TCGA-B5-A11Z TCGA-B5-A121 TCGA-B5-A1MV 
       33.50        27.32        19.46        17.36        16.57        14.40 
TCGA-B5-A1MZ TCGA-BG-A0MA TCGA-BG-A0MH TCGA-BG-A0MK TCGA-BG-A0VV TCGA-BG-A0VW 
       15.29        10.72        44.09        43.30         8.55         4.31 
TCGA-BG-A0VX TCGA-BG-A186 TCGA-BG-A187 TCGA-BG-A18A TCGA-BG-A18B TCGA-BG-A2L7 
       16.11        13.78        14.73        14.01        15.45         5.82 
TCGA-BK-A0CA TCGA-BK-A13B TCGA-BK-A13C TCGA-BK-A56F TCGA-BS-A0T9 TCGA-BS-A0UA 
       34.98        31.76        24.99         6.58        46.95        88.31 
TCGA-BS-A0V6 TCGA-BS-A0V7 TCGA-BS-A0V8 TCGA-D1-A0ZN TCGA-D1-A0ZO TCGA-D1-A0ZQ 
       62.79        63.58        49.55        16.83        19.79         8.55 
TCGA-D1-A102 TCGA-D1-A103 TCGA-D1-A15W TCGA-D1-A161 TCGA-D1-A162 TCGA-D1-A165 
        4.44        21.99        30.08        29.33        37.64         0.66 
TCGA-D1-A169 TCGA-D1-A16B TCGA-D1-A16D TCGA-D1-A16E TCGA-D1-A16F TCGA-D1-A16N 
       37.32        36.36        37.51        36.79         2.63        31.07 
TCGA-D1-A16O TCGA-D1-A16Q TCGA-D1-A16R TCGA-D1-A16V TCGA-D1-A16X TCGA-D1-A174 
       33.60        10.65         0.69         1.41         3.65        19.53 
TCGA-D1-A175 TCGA-D1-A176 TCGA-D1-A17A TCGA-D1-A17B TCGA-D1-A17C TCGA-D1-A17D 
        6.64        30.15         1.58         6.97         0.99        30.44 
TCGA-D1-A17F TCGA-D1-A17L TCGA-D1-A17M TCGA-D1-A17N TCGA-D1-A17Q TCGA-D1-A17R 
        1.28        26.37        10.22         1.51         1.78        11.15 
TCGA-D1-A17S TCGA-D1-A17T TCGA-D1-A17U TCGA-D1-A1NS TCGA-D1-A1NX TCGA-D1-A1NZ 
       24.30         2.30        22.92         1.41        18.25        18.02 
TCGA-D1-A1O0 TCGA-D1-A1O5 TCGA-D1-A1O7 TCGA-D1-A1O8 TCGA-D1-A2G5 TCGA-DI-A1BY 
        2.07        15.06         1.05         3.95        41.42        36.62 
TCGA-DI-A1C3 TCGA-DI-A2QU TCGA-E6-A2P9 TCGA-EC-A1NJ TCGA-EC-A24G TCGA-EO-A1Y7 
       24.30        31.10         6.64        16.01        16.77         7.99 
TCGA-EO-A22Y TCGA-EY-A1GD TCGA-EY-A1GE TCGA-EY-A1GF TCGA-EY-A1GH TCGA-EY-A1GI 
       25.02         8.15        24.36        27.16        23.31        23.31 
TCGA-EY-A1GK TCGA-EY-A1GL TCGA-EY-A1GW TCGA-EY-A1GX TCGA-EY-A1H0 TCGA-EY-A547 
       22.78        13.94         8.55         6.48        19.33        17.88 
TCGA-EY-A549 TCGA-FI-A2F4 
        6.97        28.93 

$subtype4
TCGA-A5-A2K5 TCGA-AJ-A3OL TCGA-AP-A0LO TCGA-AP-A0LS TCGA-AP-A1DH TCGA-AW-A1PO 
        5.29         1.87        33.40        63.06        71.67         0.56 
TCGA-AX-A06D TCGA-AX-A1CF TCGA-AX-A2HA TCGA-AX-A3FS TCGA-AX-A3FZ TCGA-AX-A3G7 
       12.26        76.83        68.71         0.23         0.20         0.23 
TCGA-B5-A11H TCGA-B5-A1MW TCGA-B5-A1MX TCGA-B5-A3FC TCGA-BG-A18C TCGA-BK-A139 
       88.34        14.70        11.67        62.14        15.45        10.16 
TCGA-BK-A4ZD TCGA-D1-A15Z TCGA-D1-A17K TCGA-E6-A1M0 TCGA-EY-A1G8 TCGA-EY-A214 
        6.94         1.91        28.08        17.03        14.96        14.40 
TCGA-EY-A215 TCGA-EY-A2OM TCGA-EY-A548 TCGA-FI-A2D4 TCGA-FI-A2D5 
       18.87        22.82         2.14         7.96        14.01 

subtype1 subtype2 subtype3 subtype4 
    0.10     0.03     0.13     0.20 
subtype1 subtype2 subtype3 subtype4 
   91.96   191.84   113.33    88.34 
subtype1 subtype2 subtype3 subtype4 
   16.73    14.96    18.79    14.40 
[1] "0.1 - 92.0 (16.7)"  "0.0 - 191.8 (15.0)" "0.1 - 113.3 (18.8)"
[4] "0.2 - 88.3 (14.4)" 
  [1] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
  [7] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
 [13] "subtype2" "subtype2" "subtype4" "subtype1" "subtype1" "subtype2"
 [19] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
 [31] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [37] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [43] "subtype1" "subtype3" "subtype4" "subtype1" "subtype2" "subtype1"
 [49] "subtype3" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [61] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
 [67] "subtype3" "subtype4" "subtype1" "subtype4" "subtype3" "subtype3"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
 [79] "subtype2" "subtype1" "subtype3" "subtype4" "subtype1" "subtype3"
 [85] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
 [91] "subtype2" "subtype3" "subtype2" "subtype4" "subtype2" "subtype2"
 [97] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[103] "subtype1" "subtype4" "subtype1" "subtype3" "subtype3" "subtype4"
[109] "subtype3" "subtype2" "subtype1" "subtype4" "subtype2" "subtype1"
[115] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[121] "subtype2" "subtype3" "subtype3" "subtype4" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[133] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[139] "subtype2" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[145] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype4" "subtype2" "subtype2"
[163] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[169] "subtype4" "subtype3" "subtype3" "subtype1" "subtype4" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[181] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[187] "subtype3" "subtype2" "subtype3" "subtype2" "subtype4" "subtype1"
[193] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[205] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[217] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[223] "subtype3" "subtype3" "subtype1" "subtype4" "subtype3" "subtype3"
[229] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[247] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[253] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[259] "subtype3" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
[265] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[271] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[277] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[283] "subtype2" "subtype4" "subtype2" "subtype3" "subtype3" "subtype3"
[289] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[295] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[307] "subtype2" "subtype4" "subtype4" "subtype4" "subtype2" "subtype2"
[313] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[319] "subtype4" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype1" "subtype2" "subtype4" "subtype4" "subtype1" "subtype2"
[331] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
  [1] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
  [7] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
 [13] "subtype2" "subtype2" "subtype4" "subtype1" "subtype1" "subtype2"
 [19] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
 [31] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [37] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [43] "subtype1" "subtype3" "subtype4" "subtype1" "subtype2" "subtype1"
 [49] "subtype3" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [61] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
 [67] "subtype3" "subtype4" "subtype1" "subtype4" "subtype3" "subtype3"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
 [79] "subtype2" "subtype1" "subtype3" "subtype4" "subtype1" "subtype3"
 [85] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
 [91] "subtype2" "subtype3" "subtype2" "subtype4" "subtype2" "subtype2"
 [97] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[103] "subtype1" "subtype4" "subtype1" "subtype3" "subtype3" "subtype4"
[109] "subtype3" "subtype2" "subtype1" "subtype4" "subtype2" "subtype1"
[115] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[121] "subtype2" "subtype3" "subtype3" "subtype4" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[133] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[139] "subtype2" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[145] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype4" "subtype2" "subtype2"
[163] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[169] "subtype4" "subtype3" "subtype3" "subtype1" "subtype4" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[181] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[187] "subtype3" "subtype2" "subtype3" "subtype2" "subtype4" "subtype1"
[193] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[205] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[217] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[223] "subtype3" "subtype3" "subtype1" "subtype4" "subtype3" "subtype3"
[229] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[247] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[253] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[259] "subtype3" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
[265] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[271] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[277] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[283] "subtype2" "subtype4" "subtype2" "subtype3" "subtype3" "subtype3"
[289] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[295] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[307] "subtype2" "subtype4" "subtype4" "subtype4" "subtype2" "subtype2"
[313] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[319] "subtype4" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype1" "subtype2" "subtype4" "subtype4" "subtype1" "subtype2"
[331] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
  [1] "subtype2" "subtype3" "subtype3" "subtype1" "subtype3" "subtype1"
  [7] "subtype2" "subtype2" "subtype1" "subtype3" "subtype3" "subtype2"
 [13] "subtype2" "subtype2" "subtype4" "subtype1" "subtype1" "subtype2"
 [19] "subtype2" "subtype1" "subtype1" "subtype3" "subtype3" "subtype2"
 [25] "subtype3" "subtype3" "subtype2" "subtype2" "subtype2" "subtype3"
 [31] "subtype3" "subtype2" "subtype1" "subtype1" "subtype1" "subtype3"
 [37] "subtype1" "subtype3" "subtype1" "subtype1" "subtype3" "subtype2"
 [43] "subtype1" "subtype3" "subtype4" "subtype1" "subtype2" "subtype1"
 [49] "subtype3" "subtype2" "subtype1" "subtype4" "subtype4" "subtype4"
 [55] "subtype3" "subtype1" "subtype2" "subtype3" "subtype1" "subtype1"
 [61] "subtype3" "subtype3" "subtype3" "subtype1" "subtype1" "subtype2"
 [67] "subtype3" "subtype4" "subtype1" "subtype4" "subtype3" "subtype3"
 [73] "subtype1" "subtype3" "subtype2" "subtype2" "subtype1" "subtype3"
 [79] "subtype2" "subtype1" "subtype3" "subtype4" "subtype1" "subtype3"
 [85] "subtype3" "subtype3" "subtype1" "subtype2" "subtype2" "subtype2"
 [91] "subtype2" "subtype3" "subtype2" "subtype4" "subtype2" "subtype2"
 [97] "subtype1" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[103] "subtype1" "subtype4" "subtype1" "subtype3" "subtype3" "subtype4"
[109] "subtype3" "subtype2" "subtype1" "subtype4" "subtype2" "subtype1"
[115] "subtype3" "subtype2" "subtype3" "subtype3" "subtype2" "subtype3"
[121] "subtype2" "subtype3" "subtype3" "subtype4" "subtype3" "subtype3"
[127] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[133] "subtype3" "subtype1" "subtype3" "subtype3" "subtype3" "subtype2"
[139] "subtype2" "subtype1" "subtype3" "subtype4" "subtype4" "subtype1"
[145] "subtype3" "subtype1" "subtype4" "subtype2" "subtype3" "subtype3"
[151] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[157] "subtype3" "subtype3" "subtype3" "subtype4" "subtype2" "subtype2"
[163] "subtype2" "subtype3" "subtype2" "subtype1" "subtype3" "subtype1"
[169] "subtype4" "subtype3" "subtype3" "subtype1" "subtype4" "subtype3"
[175] "subtype3" "subtype3" "subtype1" "subtype3" "subtype3" "subtype3"
[181] "subtype1" "subtype3" "subtype3" "subtype3" "subtype1" "subtype3"
[187] "subtype3" "subtype2" "subtype3" "subtype2" "subtype4" "subtype1"
[193] "subtype3" "subtype3" "subtype1" "subtype3" "subtype1" "subtype1"
[199] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype1"
[205] "subtype2" "subtype1" "subtype3" "subtype3" "subtype3" "subtype3"
[211] "subtype2" "subtype3" "subtype3" "subtype2" "subtype3" "subtype3"
[217] "subtype3" "subtype1" "subtype2" "subtype3" "subtype3" "subtype3"
[223] "subtype3" "subtype3" "subtype1" "subtype4" "subtype3" "subtype3"
[229] "subtype3" "subtype3" "subtype3" "subtype3" "subtype3" "subtype3"
[235] "subtype3" "subtype2" "subtype1" "subtype3" "subtype1" "subtype3"
[241] "subtype3" "subtype3" "subtype3" "subtype3" "subtype2" "subtype3"
[247] "subtype1" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[253] "subtype1" "subtype3" "subtype3" "subtype2" "subtype2" "subtype2"
[259] "subtype3" "subtype1" "subtype1" "subtype2" "subtype4" "subtype1"
[265] "subtype3" "subtype3" "subtype1" "subtype3" "subtype2" "subtype3"
[271] "subtype2" "subtype1" "subtype1" "subtype1" "subtype2" "subtype1"
[277] "subtype3" "subtype1" "subtype2" "subtype1" "subtype1" "subtype1"
[283] "subtype2" "subtype4" "subtype2" "subtype3" "subtype3" "subtype3"
[289] "subtype3" "subtype3" "subtype2" "subtype3" "subtype3" "subtype1"
[295] "subtype1" "subtype1" "subtype1" "subtype2" "subtype2" "subtype1"
[301] "subtype2" "subtype2" "subtype3" "subtype3" "subtype3" "subtype1"
[307] "subtype2" "subtype4" "subtype4" "subtype4" "subtype2" "subtype2"
[313] "subtype2" "subtype1" "subtype2" "subtype1" "subtype2" "subtype3"
[319] "subtype4" "subtype3" "subtype1" "subtype1" "subtype2" "subtype2"
[325] "subtype1" "subtype2" "subtype4" "subtype4" "subtype1" "subtype2"
[331] "subtype2" "subtype2" "subtype2" "subtype3" "subtype1" "subtype1"
[337] "subtype1" "subtype2" "subtype2" "subtype2" "subtype1"
D12V2, continuous
          vv
clus       ENDOMETRIOID ENDOMETRIAL ADENOCARCINOMA
  subtype1                                      59
  subtype2                                      28
  subtype3                                     135
  subtype4                                      28
          vv
clus       MIXED SEROUS AND ENDOMETRIOID SEROUS ENDOMETRIAL ADENOCARCINOMA
  subtype1                             5                                26
  subtype2                             9                                48
  subtype3                             3                                 2
  subtype4                             0                                 1
D12V3, multiclass
D12V4, binary
          cls
clus         0   1
  subtype1  27  63
  subtype2  15  70
  subtype3  33 107
  subtype4   7  22
[1] "tbl2"
          cls
clus       [,1] [,2]
  subtype1   27   63
  subtype2   15   70
  subtype3   33  107
  subtype4    7   22
     clus
vv    subtype1 subtype2 subtype3 subtype4
  NO        27       15       33        7
  YES       63       70      107       22
          vv
clus       R0 R1 R2 RX
  subtype1 68  4  1  4
  subtype2 51  7  7  4
  subtype3 95  5  2 12
  subtype4 18  1  2  1
D12V5, multiclass
> q(save="no")
