Id futime fustat Age Gender Grade Stage T M N TCGA-GU-AATP 1003 0 74 MALE High Grade Stage IV T2 MX N2 TCGA-CF-A1HR 389 0 62 MALE High Grade Stage III T3 M0 N0 TCGA-GV-A3QK 832 0 56 FEMALE High Grade Stage IV T4a M0 N2 TCGA-XF-A9SJ 98 1 83 MALE High Grade Stage IV T3b MX N2 TCGA-FD-A6TB 572 0 82 MALE High Grade Stage III T3a MX N0 TCGA-FD-A5C0 550 1 61 MALE High Grade Stage IV T3a MX N2 TCGA-XF-AAMX 206 1 87 FEMALE High Grade Stage III T3b MX N0 TCGA-E7-A6ME 731 0 75 MALE High Grade Stage II T2b M0 NX TCGA-FD-A3SS 391 1 66 MALE High Grade Stage IV T4 MX N3 TCGA-DK-A3WW 633 0 57 MALE High Grade Stage III T3 M0 N0 TCGA-FD-A3SM 547 1 70 MALE High Grade Stage IV T3a M1 N2 TCGA-UY-A78K 536 1 60 MALE High Grade Stage IV unknow MX N2 TCGA-XF-AAMQ 2177 0 59 FEMALE High Grade Stage II T2a MX N0 TCGA-UY-A9PD 542 0 80 MALE High Grade Stage III T3a MX N0 TCGA-MV-A51V 410 0 75 MALE High Grade Stage III T3a M0 N0 TCGA-GV-A6ZA 691 0 54 MALE High Grade Stage II T2b MX N0 TCGA-R3-A69X 433 0 70 MALE High Grade Stage III T3a M0 N0 TCGA-FJ-A3Z7 945 0 76 MALE High Grade Stage IV T4a MX N2 TCGA-E7-A7XN 428 0 66 MALE High Grade Stage III T3 M0 N0 TCGA-UY-A9PB 899 0 49 MALE High Grade Stage III T3a MX N0 TCGA-GU-AATO 324 1 75 MALE High Grade Stage IV T4a MX N2 TCGA-ZF-A9R2 642 0 75 MALE High Grade Stage II T2b M0 N0 TCGA-DK-AA6U 578 0 64 MALE unknow Stage II unknow M0 N0 TCGA-KQ-A41O 1538 0 84 MALE High Grade Stage IV T3 M0 N1 TCGA-ZF-A9R9 864 1 58 MALE High Grade Stage IV T3b MX N2 TCGA-FD-A62S 406 1 60 FEMALE High Grade Stage III T3b MX N0 TCGA-XF-AAN2 1869 1 73 MALE High Grade Stage II T2b MX N0 TCGA-GV-A3JW 649 0 74 MALE High Grade Stage II T2 MX NX TCGA-CF-A47X 384 0 60 MALE Low Grade Stage II T2 M0 N0 TCGA-FD-A43Y 474 1 65 MALE High Grade Stage III T4 MX N0 TCGA-BT-A20V 154 1 59 FEMALE High Grade Stage IV T4a M0 N2 TCGA-DK-A2HX 1420 1 80 FEMALE High Grade Stage IV T3 M0 N2 TCGA-S5-A6DX 56 1 83 MALE High Grade Stage IV T4a MX N2 TCGA-GC-A3YS 758 0 61 MALE High Grade Stage IV T3a MX N1 TCGA-LT-A5Z6 474 0 56 MALE High Grade Stage II unknow MX NX TCGA-CU-A3KJ 562 0 75 MALE High Grade Stage III T3b M0 N0 TCGA-CU-A72E 413 1 76 MALE High Grade Stage IV T3b M0 N2 TCGA-FD-A5BY 251 0 63 FEMALE High Grade Stage III T3a MX N0 TCGA-CF-A8HY 345 0 59 MALE High Grade Stage II T2 M0 N0 TCGA-C4-A0F1 89 0 71 MALE High Grade Stage III T3b M0 N0 TCGA-BL-A0C8 1219 0 73 MALE High Grade Stage I T1 M0 NX TCGA-SY-A9G0 1008 1 82 MALE High Grade Stage IV T4 M0 N1 TCGA-DK-A3IL 413 1 79 FEMALE High Grade Stage IV T3 M0 N2 TCGA-FD-A3B6 1005 1 75 MALE High Grade Stage II T2b MX N0 TCGA-UY-A9PA 1072 0 48 MALE High Grade Stage III T3a MX N0 TCGA-XF-A9SU 182 1 74 FEMALE High Grade Stage IV T3b MX N1 TCGA-E7-A85H 394 0 64 MALE High Grade Stage III T3 M0 N0 TCGA-K4-A4AB 76 0 76 MALE High Grade Stage III T4a MX N0 TCGA-E7-A677 820 0 81 MALE Low Grade Stage II T2b M0 N0 TCGA-XF-A9SK 486 1 65 MALE High Grade Stage IV T3b MX N1 TCGA-CF-A47W 368 0 42 MALE Low Grade Stage II T2 M0 N0 TCGA-CF-A47Y 373 0 55 MALE Low Grade Stage II T2 M0 N0 TCGA-5N-A9KI 76 1 76 FEMALE High Grade Stage III T4 MX NX TCGA-GV-A3JX 581 0 59 MALE High Grade Stage III T3b MX N0 TCGA-ZF-A9RG 1786 0 70 FEMALE High Grade Stage III T3b MX N0 TCGA-FD-A5BT 328 1 84 MALE High Grade Stage III T3b MX N0 TCGA-CF-A9FM 398 0 50 MALE High Grade Stage I T1 M0 N0 TCGA-H4-A2HQ 590 0 64 FEMALE High Grade Stage IV unknow M1 NX TCGA-ZF-AA5N 168 1 62 FEMALE High Grade Stage IV T2 M1 NX TCGA-ZF-A9RC 2868 0 77 MALE High Grade Stage III T3a MX N0 TCGA-BL-A3JM 205 1 62 MALE High Grade Stage III T3 M0 N0 TCGA-FD-A5BR 813 0 57 MALE High Grade Stage II T2b MX N0 TCGA-4Z-AA7R 522 1 73 MALE High Grade Stage IV T4b M0 N0 TCGA-YF-AA3M 415 0 57 MALE High Grade Stage II T2a MX NX TCGA-ZF-A9RE 106 1 78 FEMALE High Grade Stage II unknow MX unknow TCGA-DK-A3IQ 539 1 74 MALE High Grade Stage III T3 M0 N0 TCGA-E7-A6MF 750 0 37 MALE Low Grade Stage II T2a M0 NX TCGA-K4-A3WU 105 0 87 MALE High Grade Stage III T4a MX N0 TCGA-4Z-AA7N 1367 1 65 MALE High Grade Stage III T3a M0 N0 TCGA-FD-A3SN 887 0 79 MALE High Grade Stage III T3b MX N0 TCGA-DK-A1A5 65 1 79 MALE High Grade Stage II T2b M0 N0 TCGA-FD-A5BS 1639 0 68 MALE High Grade Stage III T3b MX N0 TCGA-2F-A9KQ 2886 0 69 MALE High Grade Stage III T3a M0 N0 TCGA-E7-A3X6 904 1 70 MALE Low Grade Stage II T2 M0 NX TCGA-K4-A54R 842 0 59 MALE High Grade Stage II T2b MX N0 TCGA-FD-A6TE 376 0 54 MALE High Grade Stage IV T3a MX N2 TCGA-BT-A3PH 142 1 76 MALE High Grade Stage IV T3b MX N2 TCGA-DK-AA6M 1582 0 64 FEMALE High Grade Stage II T2 M0 N0 TCGA-GV-A3QF 617 1 79 MALE High Grade Stage IV T3b MX N2 TCGA-DK-A6AV 1952 0 82 FEMALE High Grade Stage II T2a M0 N0 TCGA-ZF-AA4R 1036 1 67 MALE High Grade Stage IV T3a MX N1 TCGA-DK-AA6T 572 0 63 MALE High Grade Stage II unknow M0 N0 TCGA-4Z-AA7M 495 0 65 MALE High Grade Stage III T3a M0 N0 TCGA-BT-A20Q 593 1 73 MALE High Grade Stage IV T3b M0 N2 TCGA-G2-A2EO 1804 1 69 MALE High Grade Stage III T3a M0 N0 TCGA-DK-A1AF 536 0 84 FEMALE High Grade Stage IV T3 M0 N2 TCGA-E7-A6MD 129 0 66 MALE High Grade Stage IV T4a M0 N1 TCGA-FD-A5BX 173 1 82 MALE High Grade Stage IV T3b MX N1 TCGA-ZF-A9R4 921 0 83 MALE High Grade Stage II T2 M0 NX TCGA-DK-A1A7 560 0 67 FEMALE High Grade Stage IV T3 M0 N2 TCGA-XF-A9T2 575 1 54 MALE High Grade Stage III T3b MX N0 TCGA-K4-A5RJ 539 0 75 MALE High Grade Stage II T2b MX N0 TCGA-K4-A5RH 276 0 69 MALE High Grade Stage III T3a MX N0 TCGA-4Z-AA7S 1064 1 66 MALE High Grade Stage III T4a M0 N0 TCGA-GU-A42P 332 1 72 MALE High Grade Stage IV T3a M0 N1 TCGA-BT-A20N 795 1 72 MALE High Grade Stage III T3a MX N0 TCGA-G2-A3IB 220 1 66 MALE High Grade Stage II unknow MX NX TCGA-XF-AAMY 3011 0 78 MALE High Grade Stage III T3b MX N0 TCGA-XF-A9T8 418 1 64 MALE High Grade Stage III T3b MX N0 TCGA-FD-A3B4 510 1 55 FEMALE High Grade Stage III T4a MX N0 TCGA-BT-A42C 873 0 64 MALE High Grade Stage II unknow M0 N0 TCGA-ZF-A9RF 1949 0 74 MALE High Grade Stage II T1 M0 NX TCGA-BL-A5ZZ 377 0 80 FEMALE High Grade Stage III T4a MX N0 TCGA-4Z-AA7Y 1522 0 60 MALE High Grade Stage II T2a M0 N0 TCGA-GV-A3QI 1110 0 47 MALE High Grade Stage III T3b MX N0 TCGA-E5-A4U1 1181 0 72 MALE High Grade Stage II T2b M0 N0 TCGA-DK-AA74 1708 0 75 MALE High Grade Stage III T3 M0 N0 TCGA-4Z-AA7W 840 0 55 MALE High Grade Stage II T2a M0 N0 TCGA-CU-A5W6 56 1 70 MALE High Grade Stage III T4a M0 N0 TCGA-FD-A5BU 588 0 76 FEMALE High Grade Stage II T2b MX N0 TCGA-K4-AAQO 359 0 56 MALE High Grade Stage III T3a MX N0 TCGA-4Z-AA89 1029 0 60 MALE High Grade Stage IV T4b M0 N0 TCGA-UY-A78M 690 1 81 FEMALE High Grade Stage IV T2 MX N2 TCGA-DK-A2I2 237 1 63 FEMALE High Grade Stage IV T3 M0 N3 TCGA-XF-A9ST 128 1 68 MALE High Grade Stage III T3b MX N0 TCGA-4Z-AA81 1270 1 80 MALE High Grade Stage II T2b M0 N0 TCGA-YC-A9TC 20 1 71 MALE High Grade Stage IV unknow M1 unknow TCGA-KQ-A41N 1604 0 73 MALE High Grade Stage III T3b M0 N0 TCGA-E5-A2PC 1326 0 61 FEMALE High Grade Stage IV T2b MX N1 TCGA-DK-A1A3 665 1 60 MALE High Grade Stage IV T3 M0 N2 TCGA-XF-A8HG 467 1 69 MALE High Grade Stage III T3b MX N0 TCGA-FD-A3SL 712 1 60 MALE High Grade Stage IV T4a M1 N2 TCGA-G2-A2EJ 1460 0 56 FEMALE High Grade Stage II unknow M0 N0 TCGA-FD-A3SO 168 1 68 MALE High Grade Stage IV T3a MX N1 TCGA-FD-A62P 191 1 76 MALE High Grade Stage II T2b MX N0 TCGA-FD-A43X 110 0 84 MALE High Grade Stage II T2a MX N0 TCGA-DK-A6B6 1115 0 57 MALE High Grade Stage II unknow MX NX TCGA-ZF-A9R7 665 0 76 FEMALE High Grade Stage II unknow M0 NX TCGA-XF-A8HI 544 1 57 FEMALE High Grade Stage IV T2b MX N2 TCGA-BT-A20X 251 1 56 MALE High Grade Stage IV T4a M0 N2 TCGA-GV-A3QG 1 65 MALE High Grade Stage IV T3a MX N3 TCGA-G2-A2ES 1004 1 85 MALE High Grade Stage II T3b M0 N0 TCGA-ZF-AA4N 88 1 74 MALE High Grade Stage II unknow unknow unknow TCGA-GC-A3BM 651 1 70 MALE High Grade Stage II T2b M0 N0 TCGA-DK-AA6W 415 1 78 MALE High Grade Stage II T2 M0 N0 TCGA-E7-A5KE 17 0 78 FEMALE High Grade Stage II T2a M0 N0 TCGA-UY-A78L 1127 0 62 MALE High Grade Stage IV unknow MX N1 TCGA-E7-A97P 437 1 73 MALE High Grade Stage II T2 M0 NX TCGA-XF-A9SH 1971 1 65 FEMALE High Grade Stage II T2b M0 N0 TCGA-FT-A61P 337 0 76 MALE High Grade Stage IV T3b MX N2 TCGA-CU-A0YR 460 1 83 MALE High Grade Stage IV T2 M0 N2 TCGA-DK-AA77 618 0 61 MALE High Grade Stage II T2a M0 N0 TCGA-CF-A9FH -64 0 85 MALE Low Grade Stage II T2 M0 N0 TCGA-E7-A5KF 20 0 67 MALE Low Grade Stage II T2a M0 N0 TCGA-DK-A2I6 2656 0 81 MALE High Grade Stage IV T2b M0 N1 TCGA-CF-A5UA 365 0 67 MALE Low Grade Stage II T2 M0 N0 TCGA-DK-AA6X 467 0 63 MALE High Grade Stage II unknow M0 N0 TCGA-GU-A762 232 1 87 MALE High Grade Stage IV T4a MX N2 TCGA-E7-A541 778 1 66 MALE High Grade Stage II T2b MX N0 TCGA-BT-A2LB 492 1 73 FEMALE High Grade Stage III T3a M0 N0 TCGA-XF-A9T6 64 0 88 FEMALE High Grade Stage III T3b MX N0 TCGA-DK-A3IV 294 1 60 MALE High Grade Stage II unknow M0 NX TCGA-GD-A3OP 64 0 84 FEMALE High Grade Stage IV T4a MX N2 TCGA-C4-A0F7 62 1 77 MALE High Grade Stage IV T4b M0 N2 TCGA-FD-A3B5 272 1 86 MALE High Grade Stage IV T2b MX N1 TCGA-FD-A3SJ 739 1 59 MALE High Grade Stage IV T2b MX N2 TCGA-FD-A3SQ 1423 1 62 MALE High Grade Stage IV T3a MX N2 TCGA-FD-A43U 636 0 70 MALE High Grade Stage IV T4a MX N2 TCGA-GV-A40E 261 1 75 MALE High Grade Stage II unknow MX NX TCGA-KQ-A41P 1094 0 76 MALE High Grade Stage IV T3b M1 N3 TCGA-XF-AAN1 941 1 75 FEMALE High Grade Stage III T4a M0 N0 TCGA-XF-A8HH 57 1 61 FEMALE High Grade Stage IV T3b M0 N2 TCGA-XF-A8HC 200 1 79 MALE High Grade Stage IV T3a MX N2 TCGA-C4-A0EZ 273 1 69 FEMALE High Grade Stage IV T3a M1 N1 TCGA-ZF-AA56 259 1 79 FEMALE High Grade Stage III T4a MX N0 TCGA-UY-A78N 2641 1 80 MALE High Grade Stage IV T2 MX N1 TCGA-PQ-A6FI 372 0 70 MALE High Grade Stage II T2a MX N0 TCGA-CU-A0YN 393 1 60 MALE High Grade Stage III T3a M0 N0 TCGA-GD-A2C5 812 0 53 FEMALE High Grade Stage IV T3a MX N2 TCGA-E5-A4TZ 467 1 64 MALE High Grade Stage IV T4b MX N2 TCGA-XF-A8HF 2954 1 80 MALE High Grade Stage III T3a M0 N0 TCGA-GU-AATQ 213 1 68 MALE High Grade Stage III T3b MX N0 TCGA-DK-A3WX 321 1 67 FEMALE High Grade Stage III T3 M0 N0 TCGA-G2-AA3F 893 0 77 MALE High Grade Stage IV T3 M0 N1 TCGA-XF-AAMR 2790 0 48 MALE High Grade Stage III T3b MX N0 TCGA-BT-A3PJ 789 0 76 MALE High Grade Stage III T3b M0 N0 TCGA-XF-AAMH 344 1 80 MALE High Grade Stage IV T3b MX N1 TCGA-XF-AAMT 90 1 75 FEMALE High Grade Stage IV T3b MX N2 TCGA-CF-A47T 385 1 58 FEMALE Low Grade Stage II T2 M0 N0 TCGA-XF-A9SP 454 1 59 MALE High Grade Stage III T3b MX N0 TCGA-ZF-AA58 1649 0 61 FEMALE High Grade Stage IV T3a MX N2 TCGA-CF-A7I0 368 0 54 MALE Low Grade Stage II T2 M0 N0 TCGA-CF-A47V 379 0 52 MALE High Grade Stage II T2 M0 N0 TCGA-XF-A9T0 799 0 68 MALE High Grade Stage III T3b MX N0 TCGA-G2-A3VY 536 0 66 MALE High Grade Stage II unknow unknow unknow TCGA-BT-A20U 455 1 70 FEMALE High Grade Stage III T3a M0 N0 TCGA-XF-AAN5 2293 0 61 FEMALE High Grade Stage III T3b MX N0 TCGA-E7-A4IJ 674 1 56 MALE High Grade Stage II T2b M0 NX TCGA-ZF-AA4W 1830 0 56 MALE High Grade Stage III T3b MX N0 TCGA-YC-A8S6 293 0 71 MALE High Grade Stage II T2a MX N0 TCGA-FD-A6TA 1912 0 58 MALE High Grade Stage IV T3b MX N2 TCGA-UY-A8OD 3432 0 68 FEMALE High Grade Stage II T2b MX N0 TCGA-GC-A3RC 484 0 59 MALE High Grade Stage II T2b M0 N0 TCGA-4Z-AA83 2024 0 52 MALE High Grade Stage II T2a M0 N0 TCGA-4Z-AA7Q 510 1 79 MALE High Grade Stage III T3a M0 NX TCGA-BT-A2LA 522 0 54 MALE High Grade Stage III T3a M0 N0 TCGA-GV-A3QH 258 1 67 MALE High Grade Stage II unknow MX NX TCGA-DK-AA6S 5050 0 60 MALE High Grade Stage III T3b M0 N0 TCGA-SY-A9G5 1186 0 66 MALE High Grade Stage III T4a M0 N0 TCGA-FD-A43S 455 0 71 FEMALE High Grade Stage III T3b MX N0 TCGA-BT-A2LD 623 1 78 FEMALE High Grade Stage IV T3a M0 N1 TCGA-GD-A3OS 638 0 54 FEMALE High Grade Stage II unknow MX NX TCGA-DK-AA71 415 0 71 MALE High Grade Stage II T2b M0 N0 TCGA-XF-AAMF 329 1 68 MALE High Grade Stage IV T4 MX N2 TCGA-LC-A66R 466 0 78 MALE High Grade Stage IV T4a MX N2 TCGA-2F-A9KR 3183 1 59 FEMALE High Grade Stage III T3a M0 N0 TCGA-CF-A27C 425 0 52 MALE High Grade Stage III T3 M0 N0 TCGA-FD-A3SP 783 0 60 MALE High Grade Stage III T3b MX N0 TCGA-FD-A3SR 602 1 68 MALE High Grade Stage IV T4a MX N2 TCGA-DK-AA6Q 413 1 61 FEMALE High Grade Stage IV T3 M0 N1 TCGA-BL-A13I 223 1 57 FEMALE High Grade Stage III T3 M0 N0 TCGA-BT-A42E 1108 0 74 MALE High Grade Stage III T3a M0 N0 TCGA-E7-A519 508 0 72 MALE High Grade Stage II T2b M0 NX TCGA-4Z-AA7O 512 0 64 MALE High Grade Stage II T2a M0 N0 TCGA-XF-AAN7 565 1 60 MALE High Grade Stage IV T3a MX N1 TCGA-4Z-AA87 1454 0 72 MALE High Grade Stage III T4a M0 N0 TCGA-DK-A1A6 2020 0 53 MALE High Grade Stage IV T2a M0 N1 TCGA-XF-A9SW 362 1 85 MALE High Grade Stage IV T3b MX N2 TCGA-FD-A6TI 294 1 73 MALE High Grade Stage IV T4b MX N1 TCGA-GC-A6I1 0 0 90 FEMALE High Grade Stage II T2b MX N0 TCGA-DK-A1AA 578 0 57 MALE High Grade Stage III T3 M0 N0 TCGA-BT-A20P 544 1 81 FEMALE High Grade Stage III T3a M0 N0 TCGA-XF-AAML 232 1 75 MALE High Grade Stage II T2b MX N0 TCGA-G2-AA3D 2139 0 60 MALE High Grade Stage IV T3 M0 N2 TCGA-K4-A3WV 646 0 77 FEMALE High Grade Stage II T2b MX N0 TCGA-4Z-AA84 460 0 61 MALE High Grade Stage IV T3a M1 N2 TCGA-ZF-A9R3 949 1 53 FEMALE High Grade Stage II T2 M0 NX TCGA-DK-A1AB 508 1 74 FEMALE High Grade Stage IV T4a M0 N2 TCGA-XF-A8HB 1370 0 50 FEMALE High Grade Stage II T2b MX N0 TCGA-K4-A4AC 278 1 83 MALE High Grade Stage II T2b MX N0 TCGA-DK-A3IS 1529 0 68 MALE High Grade Stage II T2a M0 N0 TCGA-CF-A5U8 399 0 59 MALE Low Grade Stage II T2 M0 N0 TCGA-UY-A9PF 117 0 77 MALE High Grade Stage IV T3a MX N2 TCGA-BT-A3PK 303 1 80 MALE High Grade Stage II T2b MX N0 TCGA-KQ-A41R 1350 0 80 FEMALE High Grade Stage II T2 MX N0 TCGA-XF-A9SG 1479 0 81 MALE High Grade Stage II T2a MX N0 TCGA-FD-A43N 699 0 76 MALE High Grade Stage III T3a MX N0 TCGA-GV-A40G 580 0 77 MALE High Grade Stage II T2a MX N0 TCGA-ZF-A9RM 1455 0 70 MALE High Grade Stage II T0 MX N0 TCGA-BT-A42F 864 0 64 MALE High Grade Stage IV T4a MX N1 TCGA-4Z-AA86 311 1 66 MALE High Grade Stage IV T3a M0 N1 TCGA-ZF-A9R0 680 1 82 MALE High Grade Stage III T3b M0 NX TCGA-C4-A0F6 700 0 82 FEMALE High Grade Stage III T3b M0 N0 TCGA-XF-A9SX 719 1 63 FEMALE High Grade Stage IV T3b MX N2 TCGA-XF-AAMW 253 1 79 FEMALE High Grade Stage IV T2b unknow N0 TCGA-GU-A764 610 0 66 MALE High Grade Stage II T2b MX N0 TCGA-DK-AA6R 5041 0 68 MALE High Grade Stage IV T4 M0 N1 TCGA-CF-A47S 333 0 41 MALE Low Grade Stage II T2 M0 N0 TCGA-4Z-AA80 19 1 73 MALE High Grade Stage II T2a M0 N0 TCGA-ZF-AA5H 897 0 60 FEMALE High Grade Stage IV T3b M0 N2 TCGA-GU-A766 480 0 62 MALE High Grade Stage II T2a MX N0 TCGA-XF-A9T5 2027 0 78 FEMALE High Grade Stage IV T3a MX N1 TCGA-DK-A1AE 491 0 84 MALE High Grade Stage III T3 M0 N0 TCGA-ZF-A9RD 408 1 75 FEMALE High Grade Stage IV T3a MX N2 TCGA-ZF-AA52 1077 1 70 MALE High Grade Stage III T3a MX NX TCGA-HQ-A5NE 370 1 57 MALE High Grade Stage III T3 M0 N0 TCGA-CF-A9FF 361 0 52 MALE High Grade Stage II T2 M0 N0 TCGA-UY-A78P 2380 0 78 FEMALE High Grade Stage II T2 MX N0 TCGA-DK-A6B2 477 0 70 MALE High Grade Stage IV T3 M0 N1 TCGA-G2-AA3B 2008 0 75 FEMALE High Grade Stage II T2 M0 N0 TCGA-XF-A9T4 495 1 48 MALE High Grade Stage IV T2b MX N1 TCGA-BT-A20W 254 1 71 MALE High Grade Stage II T2b M0 N0 TCGA-G2-A2EC 696 1 58 FEMALE High Grade Stage II unknow M0 N0 TCGA-GU-A763 997 0 72 MALE High Grade Stage III T4 M0 N0 TCGA-DK-A1AC 3981 0 72 MALE High Grade Stage III T3b M0 N0 TCGA-CF-A3MG 369 0 48 MALE Low Grade Stage II T2 M0 N0 TCGA-ZF-A9RL 2703 0 61 MALE High Grade Stage II unknow MX unknow TCGA-BT-A42B 534 1 59 MALE High Grade Stage IV T3a MX N1 TCGA-G2-A2EL 819 1 77 MALE High Grade Stage II unknow M0 N0 TCGA-FJ-A871 272 1 49 MALE High Grade Stage III T3b MX NX TCGA-XF-AAMG 3364 0 49 MALE High Grade Stage III T4a MX N0 TCGA-GC-A3I6 630 1 45 MALE High Grade Stage III T3a M0 N0 TCGA-DK-A2I4 3835 0 79 MALE High Grade Stage III T3b M0 N0 TCGA-UY-A8OC 0 1 90 MALE High Grade Stage IV T4 MX N1 TCGA-BT-A20O 370 1 75 MALE High Grade Stage III T3a MX N0 TCGA-DK-A6AW 1621 0 70 MALE High Grade Stage II T2a M0 N0 TCGA-BT-A20R 154 1 79 FEMALE High Grade Stage IV T3b M0 N1 TCGA-BT-A0S7 200 1 75 MALE High Grade Stage III T4a MX N0 TCGA-HQ-A2OF 1947 0 52 FEMALE High Grade Stage III T3b M0 N0 TCGA-CF-A3MI 370 0 62 MALE Low Grade Stage II T2 M0 N0 TCGA-FJ-A3ZE 324 1 65 MALE High Grade Stage IV unknow M1 N3 TCGA-GD-A6C6 67 0 64 MALE High Grade Stage III T3a MX N0 TCGA-FD-A6TG 93 1 73 MALE High Grade Stage IV T3a MX N2 TCGA-DK-A3IM 248 1 76 MALE High Grade Stage III T3 M0 N0 TCGA-KQ-A41S 35 0 87 FEMALE High Grade Stage III T4a MX NX TCGA-XF-AAN4 823 1 77 FEMALE High Grade Stage III T3b MX N0 TCGA-ZF-AA53 1761 0 60 MALE High Grade Stage II T2 M0 NX TCGA-GU-A767 144 1 81 MALE High Grade Stage IV T3b MX N2 TCGA-E7-A7DU 28 0 73 MALE Low Grade Stage III T3 M0 N0 TCGA-ZF-AA51 1714 0 69 FEMALE High Grade Stage II T2 M0 NX TCGA-FD-A6TF 69 1 80 FEMALE High Grade Stage IV T3b M1 N2 TCGA-FD-A43P 832 0 74 MALE High Grade Stage II T2a MX N0 TCGA-GC-A3WC 540 0 80 FEMALE High Grade Stage III T3 MX N0 TCGA-FD-A3NA 1845 0 60 MALE High Grade Stage II T2b MX N0 TCGA-DK-A6B1 2049 0 67 MALE High Grade Stage II T2a M0 N0 TCGA-ZF-A9RN 615 1 67 FEMALE High Grade Stage III T3b M0 NX TCGA-ZF-AA4T 599 1 65 MALE High Grade Stage IV T4 MX N2 TCGA-DK-AA76 366 0 64 FEMALE High Grade Stage II unknow M0 N0 TCGA-CF-A1HS 382 0 75 FEMALE High Grade Stage III T3 M0 N0 TCGA-GC-A4ZW 15 0 71 MALE High Grade Stage III T3a M0 N0 TCGA-ZF-A9R5 1090 0 59 MALE High Grade Stage III T3 M0 N0 TCGA-GU-A42R 577 1 68 MALE High Grade Stage IV T4a MX N2 TCGA-BL-A13J 81 1 65 MALE High Grade Stage IV T4 M0 N2 TCGA-DK-AA6L 1163 1 48 MALE High Grade Stage IV T3 MX N1 TCGA-DK-A1AD 3420 0 69 MALE High Grade Stage IV T3b M0 N2 TCGA-4Z-AA82 1556 1 59 MALE High Grade Stage IV T2a M0 N1 TCGA-G2-A3IE 612 1 51 MALE High Grade Stage II unknow MX NX TCGA-DK-AA6P 457 0 72 FEMALE High Grade Stage II unknow M0 N0 TCGA-G2-A2EF 1884 0 50 MALE High Grade Stage II unknow M0 N0 TCGA-XF-A8HE 3817 0 47 MALE High Grade Stage III T3b MX N0 TCGA-XF-A9SL 2020 1 69 MALE High Grade Stage IV T3a MX N2 TCGA-XF-A9SZ 859 1 79 MALE High Grade Stage IV T3b MX N2 TCGA-YF-AA3L 364 0 47 FEMALE High Grade Stage II T2b MX N0 TCGA-S5-AA26 503 0 46 MALE High Grade Stage III T3a MX N0 TCGA-C4-A0F0 59 0 60 MALE High Grade Stage II T2b M0 N0 TCGA-DK-A3IT 648 0 62 MALE High Grade Stage III T3 M0 N0 TCGA-ZF-AA54 590 1 71 MALE High Grade Stage III T3 MX NX TCGA-E7-A97Q 246 1 60 FEMALE High Grade Stage IV T4a MX N3 TCGA-HQ-A5ND 274 1 78 MALE High Grade Stage IV T3b M0 N1 TCGA-CF-A9FL 565 1 85 MALE High Grade Stage III T3b M0 N0 TCGA-G2-AA3C 211 1 66 MALE High Grade Stage IV T3b M0 N1 TCGA-FD-A6TC 187 0 79 FEMALE High Grade Stage III T4a MX N0 TCGA-FD-A6TK 330 0 60 MALE High Grade Stage III T3a MX N0 TCGA-XF-A8HD 2964 0 77 MALE High Grade Stage III T3a MX N0 TCGA-DK-A3X2 547 1 85 MALE High Grade Stage IV T3 M0 N2 TCGA-GC-A6I3 0 0 90 FEMALE High Grade Stage IV T3a MX N1 TCGA-FD-A3N5 685 1 69 MALE High Grade Stage II T2b MX N0 TCGA-XF-A9SI 2423 0 73 FEMALE High Grade Stage II T2b MX N0 TCGA-FT-A3EE 99 1 80 FEMALE High Grade Stage III T4a MX N0 TCGA-CU-A3YL 906 0 67 MALE High Grade Stage III T4a M0 N0 TCGA-UY-A8OB 2109 0 63 MALE High Grade Stage IV T3a MX N1 TCGA-5N-A9KM 530 1 73 FEMALE High Grade Stage III T4a MX N0 TCGA-2F-A9KT 2352 0 83 MALE High Grade Stage II T2b M0 N0 TCGA-FD-A5BV 163 1 47 FEMALE High Grade Stage III T3b MX N0 TCGA-GC-A3RB 582 0 54 MALE High Grade Stage III T3b M0 N0 TCGA-DK-A2I1 546 0 73 FEMALE High Grade Stage II T2b M0 N0 TCGA-FD-A3B7 122 1 66 MALE High Grade Stage III T3a MX N0 TCGA-FD-A62N 82 0 69 MALE High Grade Stage III T3b MX N0 TCGA-E7-A3Y1 163 0 57 MALE Low Grade Stage II unknow M0 N0 TCGA-DK-A3X1 2009 0 78 FEMALE High Grade Stage III T3 M0 N0 TCGA-KQ-A41Q 361 0 89 MALE High Grade Stage III T3b MX N0 TCGA-E7-A4XJ 68 1 66 MALE High Grade Stage II T2 M0 N0 TCGA-K4-A83P 495 0 77 MALE unknow Stage IV T4a MX N1 TCGA-K4-A5RI 356 1 67 FEMALE High Grade Stage III T3a MX N0 TCGA-DK-A1AG 475 0 65 MALE High Grade Stage III T3 M0 N0 TCGA-ZF-AA4X 2044 0 56 MALE High Grade Stage II T2 M0 NX TCGA-2F-A9KO 734 1 63 MALE High Grade Stage IV T3 M0 N1 TCGA-GU-A42Q 344 1 67 MALE High Grade Stage III T3b M0 N0 TCGA-YC-A89H 573 0 78 FEMALE High Grade Stage II unknow MX unknow TCGA-K4-A3WS 761 0 66 MALE High Grade Stage III T3a MX N0 TCGA-GC-A3OO 481 0 79 MALE High Grade Stage II T2b M0 N0 TCGA-XF-A9SY 640 0 60 FEMALE High Grade Stage IV T3b MX N2 TCGA-CF-A3MF 383 0 34 MALE Low Grade Stage III T3 M0 N0 TCGA-FD-A6TH 131 1 63 MALE High Grade Stage IV T3 MX N2 TCGA-DK-A6B0 2330 0 61 MALE High Grade Stage II T2b M0 N0 TCGA-LT-A8JT 641 0 69 FEMALE High Grade Stage II T2a M0 N0 TCGA-XF-AAN8 118 1 74 FEMALE High Grade Stage III T3b MX N0 TCGA-XF-A9T3 68 0 69 FEMALE High Grade Stage IV T3b MX N2 TCGA-DK-A3IU 706 1 58 MALE High Grade Stage II T2b M0 N0 TCGA-ZF-AA4V 1806 0 66 MALE High Grade Stage III T3b M0 N0 TCGA-XF-AAMZ 1348 1 81 FEMALE High Grade Stage IV T3a MX N2 TCGA-E7-A8O8 13 0 59 MALE High Grade Stage II T2 M0 N0 TCGA-FD-A62O 216 1 74 MALE High Grade Stage IV T3a MX N2 TCGA-XF-A9SV 388 1 82 MALE High Grade Stage IV T4a M1 N2 TCGA-ZF-AA5P 372 0 65 MALE High Grade Stage IV T2b M0 N2 TCGA-PQ-A6FN 507 0 78 FEMALE High Grade Stage III T3a MX N0 TCGA-E7-A7PW 416 0 63 MALE High Grade Stage III T3a M0 NX TCGA-E7-A678 798 0 55 MALE Low Grade Stage III T3 M0 N0 TCGA-2F-A9KW 254 1 67 FEMALE High Grade Stage III T3b MX N0 TCGA-UY-A78O 2312 0 75 FEMALE High Grade Stage II T2 MX N0 TCGA-DK-A3IN 250 1 72 MALE High Grade Stage III T4a M0 N0 TCGA-FD-A5C1 1792 0 61 FEMALE High Grade Stage III T3b MX N0 TCGA-XF-AAN0 1718 1 68 MALE High Grade Stage IV T4a M0 N2 TCGA-CF-A8HX 345 0 55 FEMALE High Grade Stage II T2 M0 N0 TCGA-GD-A3OQ 95 0 48 MALE High Grade Stage IV T4a MX N1 TCGA-FJ-A3Z9 385 1 72 MALE High Grade unknow TX M0 N0 TCGA-GC-A3RD 428 0 83 FEMALE High Grade Stage III T3a M0 N0 TCGA-ZF-AA4U 262 1 70 MALE High Grade Stage III T4a MX NX TCGA-FJ-A3ZF 524 0 73 MALE High Grade Stage III unknow M0 N0 TCGA-E7-A7DV 37 0 44 MALE High Grade Stage IV T4 MX N3 TCGA-XF-AAME 2828 1 64 FEMALE High Grade Stage II T2b MX N0 TCGA-CU-A0YO 149 1 84 MALE High Grade Stage IV T3a MX N2 TCGA-G2-A2EK 485 0 57 MALE High Grade Stage II unknow M0 N0 TCGA-DK-A3IK 146 1 87 MALE High Grade Stage IV T3 M0 N2 TCGA-UY-A9PH 1561 0 73 MALE High Grade Stage II T2b MX N0 TCGA-E7-A8O7 466 0 52 MALE Low Grade Stage II T2 M0 N0 TCGA-CF-A3MH 398 0 75 MALE Low Grade Stage II T2 M0 N0 TCGA-FD-A5BZ 835 1 77 FEMALE High Grade Stage IV T3a MX N1 TCGA-FD-A3B3 974 1 74 FEMALE High Grade Stage III T3 MX N0 TCGA-GV-A3JZ 603 0 55 MALE High Grade Stage IV T4a MX N3 TCGA-HQ-A2OE 1174 0 69 MALE unknow unknow T2a MX N2 TCGA-BT-A0YX 400 1 70 FEMALE High Grade Stage III T3b M0 N0 TCGA-XF-AAMJ 1670 1 70 MALE High Grade Stage III T3b M0 N0 TCGA-CU-A3QU 158 0 58 MALE High Grade Stage IV T2b M0 N1 TCGA-XF-A9SM 1048 0 76 MALE High Grade Stage III T3b MX N0 TCGA-K4-A6FZ 55 0 75 FEMALE High Grade Stage III T3a MX N0 TCGA-BT-A20T 453 1 63 MALE High Grade Stage IV T3b M0 N1 TCGA-ZF-A9R1 773 0 81 MALE High Grade Stage IV T3b M0 N1 TCGA-DK-A3WY 4967 0 67 FEMALE High Grade Stage III T3 M0 N0 TCGA-2F-A9KP 364 1 66 MALE High Grade Stage IV T3a MX N2 TCGA-K4-A6MB 469 0 64 MALE High Grade Stage IV T3b MX N1 TCGA-DK-A6B5 1542 0 45 MALE High Grade Stage IV T4a M0 N2 TCGA-XF-AAN3 2625 0 76 MALE High Grade Stage IV T3b MX N2 TCGA-FD-A3B8 384 0 56 MALE High Grade Stage II T2b MX N0 TCGA-BT-A20J 579 1 75 MALE High Grade Stage II T2b MX N0 TCGA-FD-A6TD 386 1 77 MALE High Grade Stage III T3a MX N0 TCGA-H4-A2HO 46 0 53 MALE High Grade Stage III T4a MX N0 TCGA-GV-A3JV 434 1 66 MALE High Grade Stage IV T3b MX N1 TCGA-UY-A9PE 189 0 86 MALE High Grade Stage IV T2b MX N2 TCGA-FD-A3N6 851 0 43 FEMALE High Grade Stage II T2b MX N0 TCGA-GD-A76B 224 0 86 FEMALE High Grade Stage II T2b MX N0 TCGA-DK-AA75 340 1 82 MALE High Grade Stage III T3 M0 N0