Id futime fustat age gender grade stage T M N TCGA-BB-4217 187 0 68 MALE G3 Stage IVA T4a M0 N2c TCGA-CV-6433 641 0 57 MALE G3 Stage II T2 unknow N0 TCGA-BA-A6DE 440 0 70 FEMALE G2 Stage II T2 M0 N0 TCGA-BB-4227 134 0 66 MALE G2 Stage IVA T4a unknow N2b TCGA-MT-A51X 242 0 30 MALE G1 Stage IVA T1 M0 N2b TCGA-CV-5439 546 1 62 MALE G2 Stage IVA T3 unknow N2b TCGA-MT-A7BN 469 0 74 MALE G3 Stage IVA unknow unknow unknow TCGA-D6-A4Z9 539 0 59 MALE G2 Stage IVA T2 M0 N2 TCGA-CR-6471 1202 1 58 MALE G2 Stage IVA T4a M0 N1 TCGA-BA-5556 179 0 58 FEMALE G3 Stage II T2 unknow N0 TCGA-CR-7379 1036 0 78 FEMALE G2 Stage IVA T4a M0 N2b TCGA-CN-6023 1110 0 73 MALE GX Stage IVA T3 M0 N2c TCGA-P3-A6T5 882 1 79 FEMALE G2 Stage IVA T4a MX N0 TCGA-MZ-A7D7 547 0 51 MALE unknow Stage IVA T3 MX N2b TCGA-CV-7425 1718 1 77 FEMALE G1 Stage III T3 unknow NX TCGA-CN-4725 1157 0 60 MALE G2 Stage II T2 unknow N0 TCGA-CQ-7069 1274 0 77 FEMALE G2 Stage II T2 M0 N0 TCGA-QK-A6VC 378 0 62 FEMALE G2 Stage IVA T4a M0 N1 TCGA-CV-5971 701 0 60 MALE G2 Stage IVA T4a unknow N2a TCGA-QK-A6IH 508 0 65 FEMALE G2 Stage IVB T4b M0 N2b TCGA-UF-A7JF 1497 0 80 MALE G2 Stage IVA T4a M0 N2a TCGA-CN-A6V1 223 0 59 MALE GX Stage IVA T2 MX N2a TCGA-CV-A45T 4856 1 64 FEMALE G3 unknow T1 M0 N0 TCGA-CN-A49B 629 0 71 MALE G3 Stage III T3 MX N1 TCGA-CR-6472 1050 0 59 MALE G3 unknow unknow unknow unknow TCGA-KU-A66S 406 1 69 FEMALE G2 Stage III T1 MX N1 TCGA-CR-7401 1077 0 64 MALE G2 Stage I T1 M0 N0 TCGA-UF-A7J9 1358 0 75 MALE G2 Stage IVA T4a M0 N0 TCGA-HD-8634 385 1 51 FEMALE G2 Stage I T1 MX N0 TCGA-BA-6868 190 0 53 MALE G2 unknow TX unknow NX TCGA-CR-5247 358 0 48 MALE G2 unknow TX unknow NX TCGA-QK-A8Z8 171 1 60 FEMALE G2 Stage IVC T3 M1 N1 TCGA-CQ-A4CB 893 0 59 MALE G2 Stage III T1 M0 N1 TCGA-MZ-A5BI 217 1 53 MALE unknow unknow unknow unknow unknow TCGA-CV-7255 64 1 32 FEMALE G2 Stage IVA T4a unknow N0 TCGA-CN-6995 112 1 78 MALE G2 Stage IVA T4a unknow N0 TCGA-CV-7435 4680 1 57 FEMALE G2 Stage IVA T3 unknow N2b TCGA-CN-6996 530 1 58 FEMALE G2 Stage IVA T3 unknow N2b TCGA-CQ-A4CE 785 0 76 FEMALE G2 Stage II T2 M0 N0 TCGA-BB-A5HY 321 1 64 MALE G3 Stage IVA T3 M0 N2b TCGA-P3-A5Q5 910 0 54 MALE G3 Stage IVA T2 MX N2 TCGA-BA-4076 415 1 39 MALE G2 unknow TX unknow NX TCGA-CV-7416 763 1 29 FEMALE GX Stage IVA T4a unknow unknow TCGA-QK-A6II 284 1 52 MALE G2 Stage IVA T4a M0 N2c TCGA-CN-4730 817 0 62 MALE G2 Stage IVA T4a unknow N1 TCGA-BA-5558 1636 0 65 MALE G1 unknow TX unknow NX TCGA-CR-7388 823 1 70 FEMALE G2 unknow TX unknow NX TCGA-BA-A6DL 623 0 59 MALE G2 unknow T0 M0 N0 TCGA-CV-7432 2570 1 79 MALE G1 Stage II T2 unknow N0 TCGA-P3-A6SW 1120 0 50 MALE G3 Stage IVB T3 MX N3 TCGA-CR-7390 1508 0 67 MALE G2 Stage IVA T4a M0 N0 TCGA-CQ-A4CI 950 0 73 MALE G3 Stage III T2 M0 N1 TCGA-BA-6871 63 0 75 MALE G2 unknow TX unknow NX TCGA-CX-7086 573 0 53 MALE G2 Stage III T3 unknow N1 TCGA-CV-5966 545 1 63 FEMALE G3 Stage IVA T4a unknow N1 TCGA-CN-4739 1330 0 71 MALE G2 Stage IVA T4a M0 N0 TCGA-CN-5365 351 1 38 MALE G2 Stage IVB T2 unknow N3 TCGA-CN-4733 1586 0 61 MALE G3 Stage III T1 unknow N1 TCGA-CV-A6JU 110 0 61 FEMALE G2 Stage IVB T4b M0 N0 TCGA-CV-7236 144 1 77 FEMALE G3 Stage IVA T3 unknow N2c TCGA-CR-7402 911 0 68 MALE G2 unknow TX unknow NX TCGA-BB-7871 750 0 64 FEMALE G2 Stage IVA T4a unknow N2c TCGA-CN-A63U 526 0 50 MALE G3 Stage IVA T3 MX N2b TCGA-CV-7568 927 1 48 FEMALE GX Stage IVA T4a unknow NX TCGA-F7-A622 359 1 75 MALE G1 Stage III T3 M0 NX TCGA-CV-7422 1037 1 60 FEMALE G3 Stage IVA T4a unknow N1 TCGA-CV-7421 2 1 76 MALE G2 Stage IVA T4a unknow N0 TCGA-IQ-A61K 161 1 70 FEMALE G2 Stage IVA T3 M0 N2b TCGA-CV-A45U 1079 1 59 MALE G1 Stage IVA T4 M0 N2b TCGA-CV-7183 3981 0 53 MALE G1 Stage II T2 unknow N0 TCGA-QK-A6VB 450 0 66 MALE G2 Stage IVA T4a M0 N0 TCGA-CR-5243 2562 0 51 MALE G3 unknow TX unknow NX TCGA-WA-A7H4 443 0 69 MALE G3 Stage II T2 unknow N0 TCGA-BB-7862 1117 0 67 MALE G3 Stage IVA T3 unknow N2c TCGA-CN-A6V7 188 0 40 MALE GX Stage IVA T2 MX N2b TCGA-CQ-6223 1428 0 69 MALE G2 Stage II T2 unknow N0 TCGA-H7-A76A 637 0 57 MALE G2 unknow TX MX N2b TCGA-BB-7863 1025 0 43 FEMALE G2 Stage III T3 unknow N0 TCGA-4P-AA8J 102 0 66 MALE G2 Stage IVA T2 MX N2c TCGA-UF-A7JS 680 1 59 MALE G2 Stage IVA T4a M0 N2b TCGA-CR-6482 345 0 62 MALE G3 unknow unknow unknow unknow TCGA-DQ-5630 1030 0 73 MALE G2 unknow TX unknow NX TCGA-BA-A4IH 622 0 57 MALE G3 unknow T2 M0 N1 TCGA-CR-6474 564 1 51 MALE G2 Stage IVA T2 M0 N2b TCGA-D6-6516 773 0 69 MALE G2 Stage I T1 unknow N0 TCGA-CV-5976 1478 0 50 MALE G2 Stage IVA T4a unknow N2b TCGA-CQ-7064 1560 0 83 FEMALE G2 Stage III T3 M0 N1 TCGA-UF-A7JJ 490 0 68 MALE G1 Stage IVA T4a M0 N0 TCGA-CN-A63Y 175 0 46 MALE G2 Stage II T2 MX N0 TCGA-CX-7085 321 0 77 FEMALE G2 Stage I T1 unknow N0 TCGA-CQ-7067 509 0 75 FEMALE G3 Stage I T1 unknow N0 TCGA-UF-A718 1326 0 62 MALE G2 Stage IVA T4a M0 N0 TCGA-CR-7369 1090 1 59 MALE G2 Stage IVA T4a M0 N2b TCGA-KU-A6H7 378 0 55 FEMALE G2 Stage IVA T2 M0 N2a TCGA-D6-6823 701 0 50 MALE G2 Stage II T2 unknow N0 TCGA-CV-5436 584 1 65 MALE G2 Stage IVA T3 unknow N2b TCGA-CV-6948 1289 1 79 FEMALE G2 Stage IVB T4a unknow N3 TCGA-P3-A5QE 1559 0 49 MALE G2 Stage III T2 MX N1 TCGA-CN-5366 360 1 51 MALE G2 Stage IVA T4a M0 N2c TCGA-CQ-7068 966 0 80 FEMALE G2 Stage II T2 unknow N0 TCGA-BB-A5HZ 827 0 65 MALE G2 Stage IVA T4a M0 N1 TCGA-BA-5149 248 0 47 MALE G2 Stage IVA T3 unknow N2c TCGA-CN-A63T 225 0 60 MALE G3 Stage IVA T3 MX N2b TCGA-CV-5440 3270 0 52 MALE G3 Stage IVA T4a unknow N2b TCGA-HD-7831 361 0 74 MALE G2 Stage IVA T2 unknow N2 TCGA-TN-A7HL 416 0 59 MALE G2 Stage IVA T3 M0 N2b TCGA-CV-7235 2347 0 67 MALE G3 Stage II T2 unknow N0 TCGA-T2-A6WZ 484 1 53 MALE G2 unknow T3 unknow N2b TCGA-CV-A468 464 1 42 MALE G2 Stage IVA T4a M0 N2a TCGA-UF-A71E 1278 0 63 MALE G3 Stage IVA T4a M0 N0 TCGA-DQ-7589 799 0 70 MALE G4 unknow TX unknow NX TCGA-CR-7386 1430 0 69 MALE G1 Stage IVA T4a M0 N2c TCGA-UP-A6WW 518 0 58 MALE G2 unknow unknow unknow unknow TCGA-CN-6022 202 0 49 MALE G3 Stage IVA T4a M0 N1 TCGA-UF-A719 1663 0 54 MALE G1 Stage II T2 M0 N0 TCGA-DQ-7592 516 0 57 MALE G2 unknow TX unknow NX TCGA-CR-7395 930 0 80 FEMALE G2 Stage II T2 M0 N0 TCGA-CV-7100 274 1 66 MALE G3 Stage III T2 unknow N1 TCGA-CV-6951 915 1 57 MALE G2 Stage IVA T4a unknow N2c TCGA-CN-A6V6 234 0 59 MALE GX Stage IVA T2 MX N2b TCGA-CQ-5326 89 1 67 MALE G3 Stage IVA T4a unknow N2c TCGA-CQ-5334 129 1 87 MALE G2 Stage IVA T3 unknow N2b TCGA-CV-5973 2641 0 62 FEMALE G3 Stage III T3 unknow N1 TCGA-CN-5355 1007 0 64 MALE G2 Stage IVA T4a unknow N0 TCGA-CV-7253 361 1 58 MALE G2 Stage IVA T4a unknow N0 TCGA-CV-7254 1459 1 55 MALE G3 Stage II T2 unknow NX TCGA-CR-7373 889 0 66 MALE G2 Stage IVA T4a M0 N1 TCGA-CQ-7063 1750 0 59 FEMALE G1 Stage I T1 M0 NX TCGA-CV-6961 76 1 61 MALE G3 Stage II T2 unknow N0 TCGA-BA-5153 1762 1 51 MALE G2 unknow T2 unknow NX TCGA-CV-7247 577 1 55 MALE G2 Stage III T3 unknow N0 TCGA-F7-8298 490 0 58 MALE G1 Stage I T1 M0 N0 TCGA-D6-A6EN 439 0 71 MALE G3 Stage III T2 M0 N1 TCGA-HD-A634 130 1 56 MALE G3 Stage IVA T3 MX N2b TCGA-QK-A6IF 537 0 61 MALE GX unknow unknow unknow unknow TCGA-CV-A45O 851 0 57 MALE G2 unknow unknow unknow unknow TCGA-F7-A61S 576 0 62 MALE G1 Stage III T3 M0 N0 TCGA-CV-A45P 639 0 82 FEMALE G2 Stage I T1 M0 N0 TCGA-F7-7848 564 0 47 MALE G2 Stage IVA T4a M0 N1 TCGA-CN-4742 397 1 48 FEMALE G3 Stage IVA T4a M0 N2b TCGA-KU-A6H8 327 1 41 MALE G3 Stage IVA T2 M0 N2b TCGA-RS-A6TO 387 1 82 FEMALE G2 Stage IVA T4 M0 N2c TCGA-TN-A7HI 412 0 56 MALE G3 Stage IVA T2 M0 N2b TCGA-CN-5364 493 1 55 MALE G2 Stage IVA T4a M0 N2c TCGA-BB-7870 2016 0 58 MALE G3 Stage IVA T4a unknow N0 TCGA-CV-7423 3059 1 65 MALE G1 Stage II T2 unknow NX TCGA-CV-6962 126 1 65 MALE G2 Stage IVA T4a unknow NX TCGA-CQ-A4CG 430 1 78 FEMALE G2 Stage III T3 M0 N0 TCGA-UF-A7JV 90 1 62 FEMALE G2 Stage IVA T4a M0 N2b TCGA-CV-7102 56 1 76 FEMALE G3 Stage IVA T3 unknow N2 TCGA-CV-A463 23 1 82 FEMALE G2 Stage IVA T4a M0 N0 TCGA-CV-7242 1095 0 60 FEMALE G2 Stage II T2 unknow N0 TCGA-CV-7103 1591 1 49 MALE G2 Stage IVA T2 unknow N2b TCGA-CN-A642 82 1 57 MALE G3 Stage IVB T4a M0 N3 TCGA-BA-5152 846 0 56 MALE G2 Stage IVA T4a M0 N0 TCGA-CN-6989 611 0 64 MALE G2 Stage IVA T3 unknow N2c TCGA-IQ-A61I 2 1 63 MALE G3 Stage IVA T1 M0 N2b TCGA-CV-A45V 32 1 87 FEMALE G1 Stage IVA T4 M0 N0 TCGA-MT-A67G 190 0 53 FEMALE G2 Stage IVA T1 MX N2b TCGA-CV-6943 602 1 74 MALE G2 Stage III T3 unknow NX TCGA-HD-8635 695 0 61 FEMALE G2 Stage III T1 MX N1 TCGA-QK-AA3K 253 0 60 MALE G2 Stage IVA T3 MX N2b TCGA-H7-7774 407 0 75 FEMALE G2 Stage IVA T4a unknow N0 TCGA-D6-8568 759 0 62 MALE G2 Stage II T2 M0 N0 TCGA-CR-5250 799 0 71 MALE G3 unknow TX unknow NX TCGA-BA-A6DA 351 0 41 FEMALE G2 Stage IVA T4a M0 N2c TCGA-QK-A8Z9 352 0 56 MALE G2 Stage IVA T4a M0 N2b TCGA-F7-A620 543 0 47 MALE G1 Stage III T3 M0 N1 TCGA-CR-7367 1440 0 52 MALE G1 Stage IVA T4a M0 N1 TCGA-CV-7413 294 1 74 FEMALE G2 Stage II T2 unknow N0 TCGA-CN-4741 1268 0 75 MALE G2 Stage IVA T4a M0 N0 TCGA-T2-A6X2 987 0 82 MALE G1 Stage III T3 MX N0 TCGA-CN-4727 452 0 56 MALE G2 Stage IVA T4a unknow N0 TCGA-CV-6952 185 1 65 FEMALE G1 Stage IVA T3 unknow N2b TCGA-CN-A6UY 307 0 57 MALE G2 Stage IVA T3 MX N2b TCGA-CV-7434 218 1 64 MALE G2 Stage IVA T4a unknow N1 TCGA-CQ-5324 1593 0 59 MALE G2 Stage III T3 unknow N0 TCGA-BA-A4II 918 0 46 MALE G1 Stage II T2 M0 N0 TCGA-WA-A7GZ 625 1 58 MALE G2 unknow T2 unknow N0 TCGA-CQ-7071 877 0 76 FEMALE G2 Stage III T2 M0 N1 TCGA-C9-A480 386 0 45 FEMALE G1 Stage III T3 M0 N0 TCGA-CV-A6JN 906 0 53 MALE G1 unknow unknow unknow unknow TCGA-UF-A71B 1319 0 50 MALE G2 Stage IVA T4 M0 N0 TCGA-CV-6938 144 1 87 MALE G1 Stage II T2 unknow NX TCGA-QK-AA3J 297 0 69 MALE G3 Stage I T1 M0 N0 TCGA-CV-6942 4282 0 73 FEMALE G3 Stage II T2 unknow NX TCGA-HD-7753 370 0 62 MALE G2 Stage I T1 unknow N0 TCGA-CV-A6K1 685 0 65 MALE G2 Stage IVA T4a M0 N0 TCGA-CV-5443 2784 0 63 MALE G3 Stage III T3 unknow N0 TCGA-IQ-A6SH 471 0 55 MALE G1 Stage III T2 M0 N1 TCGA-CR-6477 514 0 56 FEMALE G2 unknow unknow unknow unknow TCGA-DQ-7595 449 0 53 MALE G3 unknow TX unknow NX TCGA-IQ-A61L 416 0 72 FEMALE G1 Stage II T2 M0 N0 TCGA-CV-7238 2727 0 69 FEMALE G2 Stage II T2 unknow N0 TCGA-CV-7252 151 1 62 FEMALE G2 Stage IVA T4a unknow N0 TCGA-CN-4728 1151 0 56 MALE G2 Stage IVA T3 unknow N2b TCGA-BB-7866 1368 0 40 MALE GX unknow TX unknow NX TCGA-CN-5361 1681 0 80 MALE G2 Stage IVA T4a M0 N2a TCGA-CN-A63V 484 0 59 MALE G2 Stage IVA T4a MX N0 TCGA-IQ-7631 1172 0 60 FEMALE G1 Stage II T2 unknow N0 TCGA-CQ-A4C9 707 0 56 MALE G2 Stage III T2 M0 N1 TCGA-BA-5151 190 0 72 MALE G1 Stage IVA T4a unknow N0 TCGA-CQ-6219 479 1 50 FEMALE G2 Stage IVA T3 unknow N2a TCGA-CR-6488 379 0 68 FEMALE G2 Stage II T2 unknow N0 TCGA-CV-A461 2064 1 65 MALE G2 unknow unknow unknow unknow TCGA-CR-7377 279 1 58 MALE G3 Stage IVA T4a M0 N2c TCGA-HD-8224 446 1 63 MALE G3 Stage IVA T3 M0 N2c TCGA-F7-A623 616 0 70 MALE G1 Stage IVA T1 M0 N2b TCGA-CQ-5333 341 1 74 MALE G3 Stage II T2 unknow N0 TCGA-D6-8569 770 0 52 MALE G2 Stage II T2 M0 N0 TCGA-CR-6470 1521 0 38 MALE G2 Stage II T2 M0 N0 TCGA-CV-7248 521 1 63 FEMALE G2 Stage IVA T4a unknow N2c TCGA-MZ-A6I9 489 1 68 MALE G2 unknow unknow unknow unknow TCGA-CN-4723 1699 0 67 MALE G2 Stage IVA T4a unknow N0 TCGA-C9-A47Z 191 1 72 FEMALE G1 Stage III T2 M0 N1 TCGA-F7-A61V 384 0 54 MALE G1 Stage II T2 M0 N0 TCGA-P3-A5Q6 480 1 49 MALE G3 Stage IVA T4a MX N2b TCGA-D6-6826 348 1 64 FEMALE G2 Stage IVA T4a unknow N2b TCGA-CV-6934 65 1 66 FEMALE G2 Stage IVA T3 unknow N2b TCGA-CV-6935 295 1 67 MALE G3 Stage IVA T3 unknow N2c TCGA-HD-A633 421 0 74 MALE G2 Stage IVA T4a MX N0 TCGA-F7-8489 658 0 48 MALE G1 Stage II T2 M0 N0 TCGA-IQ-7630 485 0 49 MALE G3 Stage II T2 M0 N0 TCGA-CR-7370 105 0 72 FEMALE G2 unknow TX unknow NX TCGA-CN-A49C 456 0 67 MALE GX unknow TX MX NX TCGA-F7-A61W 14 0 51 MALE G2 Stage IVA T2 M0 N2b TCGA-CV-A465 215 1 24 MALE G1 Stage III T3 M0 N0 TCGA-CQ-6228 456 1 71 FEMALE G2 Stage IVA T1 unknow N2b TCGA-BB-7864 1527 0 61 MALE G2 Stage IVA T2 unknow N2c TCGA-CQ-6222 1407 0 63 MALE G2 Stage IVA T2 unknow N2b TCGA-CN-6010 630 0 53 MALE G2 Stage IVA T4a unknow N2c TCGA-QK-A64Z 641 1 79 FEMALE G1 Stage IVA T4 MX NX TCGA-CV-6960 862 1 49 MALE G3 Stage III T3 unknow N0 TCGA-IQ-A61J 1021 0 54 MALE G1 Stage IVA T2 M0 N2b TCGA-CN-4734 758 0 70 MALE G2 Stage II T2 unknow N0 TCGA-CV-7440 675 1 38 MALE GX Stage II T2 unknow NX TCGA-QK-A6V9 833 0 56 MALE G2 Stage II T2 M0 NX TCGA-CV-7245 797 0 62 MALE G2 Stage IVA T4a unknow N0 TCGA-CV-6954 2002 1 59 MALE G2 Stage IVA T4a unknow NX TCGA-CV-7418 789 1 62 MALE G2 Stage IVA T4a unknow N2b TCGA-RS-A6TP 516 0 58 MALE G3 Stage II T2 M0 N0 TCGA-CN-6019 432 0 61 MALE G2 Stage IVA T4a unknow N0 TCGA-P3-A5QA 1726 0 41 MALE G3 Stage I T1 MX NX TCGA-CR-7383 521 1 79 FEMALE G2 Stage I T1 M0 N0 TCGA-CN-A63W 348 0 48 FEMALE G2 Stage IVA T4a MX N2c TCGA-CV-7446 1093 1 66 MALE G2 Stage IVA T2 unknow N2b TCGA-CR-7393 993 0 26 MALE G2 Stage III T1 M0 N1 TCGA-CN-6017 629 0 55 MALE G2 Stage IVA T3 unknow N2b TCGA-P3-A6T0 578 0 47 FEMALE G2 Stage IVA T4a MX N0 TCGA-CN-A640 134 1 40 FEMALE G2 Stage IVA T2 MX N2b TCGA-DQ-5625 1133 1 52 FEMALE G2 unknow TX unknow NX TCGA-CN-A641 367 0 47 MALE G2 Stage IVA T4a MX N2b TCGA-CR-7398 156 0 53 FEMALE G2 Stage II T2 unknow N0 TCGA-BA-6869 272 0 62 MALE G2 Stage III T3 unknow N0 TCGA-CQ-6227 129 1 77 MALE G2 Stage IVA T3 unknow N2c TCGA-CV-7178 2166 1 64 FEMALE G3 Stage IVA T4a unknow N2 TCGA-P3-A6T3 577 1 49 MALE G2 Stage IVA T3 MX N2 TCGA-CQ-7065 1335 0 40 MALE G2 Stage II T2 unknow N0 TCGA-CN-4731 993 0 63 FEMALE G3 Stage IVA T4a unknow N2c TCGA-CV-A6K0 606 0 58 MALE G3 Stage I T1 M0 N0 TCGA-CQ-A4CD 998 0 69 MALE G3 Stage IVA T4a M0 N0 TCGA-CR-7404 1472 0 53 MALE G2 unknow TX unknow NX TCGA-CN-5359 377 1 59 MALE G2 Stage IVA T4a M0 N2b TCGA-BB-4223 3221 0 48 MALE G3 Stage IVA T2 M0 N2b TCGA-BB-7861 682 0 56 MALE unknow Stage III T1 unknow N1 TCGA-H7-A6C4 414 0 35 FEMALE G2 Stage IVA T2 M0 N2b TCGA-BA-A4IF 895 0 59 MALE G2 unknow TX MX NX TCGA-CQ-6218 1253 0 52 FEMALE G2 Stage IVA T3 unknow N2b TCGA-UF-A71A 86 1 67 MALE G1 Stage IVA T4a M0 N2c TCGA-CV-A6K2 317 1 79 MALE G1 Stage IVA T4 M0 N0 TCGA-T2-A6WX 209 1 73 FEMALE G1 unknow unknow unknow unknow TCGA-CQ-6225 403 1 65 MALE G2 Stage III T3 unknow N0 TCGA-P3-A6T7 487 1 55 MALE G2 Stage IVA T3 MX N2b TCGA-D6-A6EQ 368 0 57 MALE G3 Stage IVA T4a M0 N1 TCGA-CV-5435 2319 1 57 MALE G3 Stage IVA T4a unknow N2b TCGA-CX-A4AQ 1555 0 56 MALE G3 Stage IVA T2 M0 N2b TCGA-CV-6940 804 1 80 FEMALE G2 Stage III T2 unknow N1 TCGA-CR-7376 972 0 83 MALE G2 Stage III T2 M0 N1 TCGA-CV-6950 459 1 64 MALE G2 Stage IVA T3 unknow N2c TCGA-CN-A497 756 0 63 MALE G2 Stage III T1 MX N1 TCGA-IQ-A6SG 579 0 61 FEMALE G2 Stage III T3 M0 N0 TCGA-DQ-7593 369 0 58 MALE G4 unknow TX unknow NX TCGA-CQ-A4C7 353 1 88 MALE G3 Stage III T3 M0 N1 TCGA-CV-5430 4241 0 61 MALE G3 Stage IVA T4a unknow N2a TCGA-MT-A67A 914 0 85 FEMALE G2 Stage I T1 MX N0 TCGA-CV-5444 2437 0 64 MALE G3 Stage IVA T4a unknow N1 TCGA-CN-4729 392 0 73 MALE G2 Stage III T2 unknow N1 TCGA-CN-6997 429 0 66 MALE G3 Stage IVA T3 unknow N2c TCGA-CV-7099 243 1 85 FEMALE G2 Stage II T2 unknow NX TCGA-CV-A45R 5480 0 46 MALE G1 Stage III T2 M0 N1 TCGA-CN-4740 811 0 79 FEMALE G2 Stage IVA T4a M0 N0 TCGA-CN-5356 1045 0 56 MALE G2 Stage III T3 unknow N0 TCGA-CX-7082 11 1 82 MALE G2 Stage IVA T2 unknow N2b TCGA-CR-7397 754 0 44 MALE G2 Stage IVA T3 M0 N2b TCGA-H7-A6C5 642 0 65 MALE G2 Stage II T2 M0 N0 TCGA-QK-A6IG 222 1 69 MALE G2 Stage III T2 M0 N1 TCGA-CV-6441 292 1 60 MALE G3 Stage III T3 unknow N0 TCGA-CQ-6224 1350 0 52 MALE G3 Stage IVA T2 unknow N2b TCGA-CV-5970 406 1 59 MALE G2 Stage IVA T4a unknow N2b TCGA-CV-7180 327 1 34 MALE G2 Stage II T2 unknow NX TCGA-BA-A6DJ 407 1 62 MALE G2 Stage IVA T4a M0 N2c TCGA-BA-6873 122 0 28 MALE G2 Stage IVA T4a unknow N2b TCGA-UF-A7JA 1894 0 66 FEMALE G2 Stage IVA T4a M0 N1 TCGA-QK-A8ZB 296 0 68 MALE G2 Stage IVA T4a M0 N0 TCGA-CV-7438 194 1 87 FEMALE G3 Stage I T1 unknow NX TCGA-CV-5441 2886 0 58 MALE G3 Stage IVA T4a unknow N2b TCGA-CV-A6JO 197 1 69 MALE G2 Stage IVA T3 M0 N2c TCGA-CV-A6JE 1075 0 78 MALE G2 unknow unknow unknow unknow TCGA-CN-6998 46 0 53 MALE G2 Stage IVA T3 unknow N2b TCGA-BA-A6D8 850 0 59 MALE G2 Stage IVA T4a M0 N2c TCGA-CX-7219 1045 0 47 MALE G2 Stage IVA T4a unknow N2c TCGA-BA-5555 186 0 54 MALE G2 Stage IVA T3 unknow N2c TCGA-CV-7243 954 0 50 MALE G2 Stage III T2 unknow N1 TCGA-CV-A45W 1398 1 75 MALE G2 Stage II T2 M0 N0 TCGA-CR-6467 1777 0 59 MALE G3 Stage III T2 M0 N1 TCGA-CR-6481 311 0 47 MALE G2 unknow unknow unknow unknow TCGA-D6-A6EM 232 0 65 FEMALE G2 Stage III T2 M0 N1 TCGA-CR-7399 181 0 60 FEMALE G3 Stage IVA T3 M0 N2c TCGA-DQ-7588 427 1 66 MALE G3 unknow TX unknow NX TCGA-CV-7261 1512 0 57 MALE G2 Stage IVA T4a unknow N0 TCGA-CR-7391 913 0 36 FEMALE G1 Stage I T1 M0 N0 TCGA-QK-A8Z7 198 0 59 MALE unknow Stage IVA T4a M0 N2c TCGA-CV-7414 14 1 78 MALE G2 Stage IVA T4a unknow N2b TCGA-BA-5557 242 0 41 FEMALE G2 Stage III T1 unknow N1 TCGA-CN-6018 580 1 85 FEMALE G2 Stage IVA T4a unknow N2b TCGA-CR-5249 1152 0 35 FEMALE GX Stage II T2 M0 N0 TCGA-HD-A6HZ 111 0 79 FEMALE G2 Stage III T2 MX N1 TCGA-BB-7872 1168 0 63 MALE G3 Stage I T1 unknow N0 TCGA-UF-A7JK 424 1 59 MALE G2 Stage IVA T4a M0 N2b TCGA-CR-6492 479 0 78 MALE G3 Stage III T2 M0 N1 TCGA-F7-A50I 92 0 72 MALE G2 Stage IVA T4a M0 N0 TCGA-CQ-6221 1000 0 79 MALE G3 unknow T2 unknow NX TCGA-F7-A624 378 0 73 MALE G3 Stage II T2 M0 NX TCGA-QK-A8ZA 368 0 60 MALE G2 unknow T2 MX N2b TCGA-CV-A464 1722 0 48 MALE G2 Stage III T3 M0 N0 TCGA-CN-6992 1066 0 61 MALE G2 Stage IVA T3 unknow N2b TCGA-UF-A7JD 735 0 71 MALE G3 Stage IVA T4 M0 N2b TCGA-DQ-5624 1778 0 43 FEMALE G2 unknow TX unknow NX TCGA-CN-A498 443 0 61 FEMALE G1 Stage III T3 MX N0 TCGA-CN-5360 1277 0 68 MALE G2 Stage IVA T4a M0 N0 TCGA-CV-7091 3381 0 54 MALE G3 Stage I T1 unknow N0 TCGA-D6-6824 77 0 61 MALE G2 Stage IVA T4a unknow N0 TCGA-HL-7533 1057 0 65 MALE G3 unknow unknow unknow unknow TCGA-CR-6493 282 1 69 MALE G2 Stage IVA T3 unknow N2b TCGA-CR-6491 693 0 60 MALE G2 Stage IVA T4a M0 N2b TCGA-CN-4738 436 1 53 MALE G2 Stage IVA T4a M0 N0 TCGA-HD-7754 783 0 69 MALE G1 Stage IVA T2 unknow N2b TCGA-CV-A45X 198 1 47 MALE G2 Stage IVA T2 M0 N2b TCGA-CN-4736 395 1 70 FEMALE G2 unknow T1 unknow NX TCGA-CV-7424 453 1 67 MALE G2 Stage IVA T3 unknow N2b TCGA-CQ-A4C6 1353 0 63 MALE G2 Stage II T2 M0 N0 TCGA-CQ-7072 1950 0 51 MALE G3 Stage II T2 M0 N0 TCGA-D6-6827 568 0 55 FEMALE G3 Stage I T1 unknow N0 TCGA-IQ-A61E 1147 0 55 FEMALE G2 Stage III T3 MX N0 TCGA-CR-5248 1663 0 53 MALE G3 unknow TX unknow NX TCGA-CR-6473 1125 0 68 MALE G3 unknow unknow unknow unknow TCGA-D6-A6EK 483 0 67 MALE G1 Stage III T2 M0 N1 TCGA-DQ-5629 941 1 64 MALE G2 unknow TX unknow NX TCGA-BA-A6DG 69 1 49 MALE G2 unknow TX MX NX TCGA-QK-A6IJ 387 0 71 MALE G3 Stage III T2 M0 N1 TCGA-DQ-7590 775 0 51 MALE G4 unknow TX unknow NX TCGA-CR-7371 94 1 45 FEMALE G2 Stage III T3 M0 N1 TCGA-CV-A6JT 852 0 65 MALE G2 Stage II T2 M0 N0 TCGA-CQ-A4CH 371 0 58 MALE G2 Stage II T2 M0 N0 TCGA-CV-5432 3930 0 68 MALE G3 Stage III T3 unknow N0 TCGA-CV-5434 3314 1 60 MALE G2 Stage IVA T4a unknow N2b TCGA-CV-A45Q 5152 1 69 FEMALE G1 unknow unknow unknow unknow TCGA-BA-4078 276 1 83 MALE G2 unknow unknow unknow unknow TCGA-BA-A6DB 216 0 24 FEMALE G1 Stage I T1 M0 N0 TCGA-CV-A460 1838 1 72 MALE G3 unknow T1 M0 N2 TCGA-CN-6013 628 0 56 MALE G3 Stage IVA T4a unknow N2b TCGA-CR-7372 759 0 45 MALE G1 Stage I T1 M0 N0 TCGA-CQ-5327 1660 0 61 FEMALE G2 Stage IVA T3 unknow N2c TCGA-D6-6825 491 0 73 MALE G2 Stage I T1 unknow N0 TCGA-D6-A6ES 389 0 50 MALE G2 Stage IVA T4a M0 N0 TCGA-BA-6872 384 1 47 MALE G2 unknow TX unknow NX TCGA-HD-8314 670 0 58 MALE G4 Stage III T1 unknow N1 TCGA-CR-7385 997 0 42 MALE G2 unknow T1 M0 NX TCGA-CQ-5330 1393 0 69 FEMALE G3 Stage IVA T3 unknow N2b TCGA-CR-6478 183 1 66 FEMALE G3 unknow unknow unknow unknow TCGA-QK-A652 357 0 60 MALE G2 Stage III T1 MX N1 TCGA-CV-5978 215 1 53 FEMALE G2 Stage IVB T4a unknow N3 TCGA-UF-A71D 1252 0 54 FEMALE G2 Stage IVA T4a M0 N0 TCGA-BB-8601 624 0 84 MALE G2 Stage III T3 MX N1 TCGA-CN-4737 625 0 19 MALE G2 Stage IVA T2 unknow N2b TCGA-P3-A6T6 395 1 53 MALE G3 Stage IVA T4a MX NX TCGA-CV-6436 1899 0 62 MALE G1 Stage IVA T4a unknow N0 TCGA-D6-A6EP 424 0 62 MALE G3 Stage III T3 M0 N0 TCGA-BA-7269 1273 0 61 MALE G1 Stage III T2 unknow N1 TCGA-CN-5373 1584 0 55 FEMALE G1 Stage I T1 unknow N0 TCGA-D6-A4ZB 376 0 61 MALE G2 Stage III T3 M0 N0 TCGA-BA-4075 283 1 49 MALE G2 Stage III T3 M0 N0 TCGA-BA-A8YP 499 0 50 MALE G2 Stage IVB T4a M0 N3 TCGA-CN-6011 933 0 57 MALE G3 Stage IVA T4a unknow N0 TCGA-CV-6939 666 1 60 MALE G3 Stage IVA T4a unknow N2b TCGA-CV-7430 495 1 56 MALE G2 Stage IVA T4a unknow N0 TCGA-CR-7374 30 0 67 FEMALE G2 unknow TX unknow NX TCGA-BB-A5HU 782 0 47 MALE G2 Stage IVA T4 M0 N2b TCGA-CV-7263 560 1 64 MALE G1 Stage II T2 unknow NX TCGA-MT-A67D 56 0 55 MALE G2 Stage II T2 M0 N0 TCGA-HD-7917 342 0 62 MALE G1 Stage II T2 unknow N0 TCGA-IQ-A61O 421 1 43 MALE GX Stage IVA T2 MX N2b TCGA-D6-A6EO 435 0 44 MALE G2 Stage IVA T4a M0 N0 TCGA-CR-7382 796 0 49 MALE G2 Stage IVA T2 M0 N2c TCGA-CV-6936 166 1 68 MALE G2 Stage IVA T4a unknow N2c TCGA-CV-7407 1081 1 67 FEMALE G2 Stage II T2 unknow NX TCGA-CV-7089 1972 1 74 MALE G2 Stage IVA T4a unknow N2c TCGA-DQ-5631 548 1 52 MALE G3 unknow TX unknow NX TCGA-CN-5369 1 1 90 FEMALE G3 Stage IVA T4a M0 N0 TCGA-BA-A6DD 173 1 44 MALE G2 Stage IVA T4a M0 N2c TCGA-BA-5559 1747 0 71 MALE G3 unknow TX unknow NX TCGA-CV-6955 334 1 74 FEMALE G3 Stage II T2 unknow NX TCGA-IQ-A61G 360 0 57 MALE G2 Stage IVA T4a MX N2c TCGA-BB-A6UM 393 0 52 MALE GX Stage III T1 MX N2 TCGA-DQ-7591 622 0 62 MALE G4 unknow TX unknow NX TCGA-CV-5431 522 1 73 MALE G3 Stage IVA T3 unknow N2c TCGA-CV-A6JY 646 0 69 MALE G1 Stage IVA T4a M0 N0 TCGA-CQ-6229 1179 0 61 MALE G2 Stage II T2 unknow N0 TCGA-CQ-6220 985 1 69 MALE G2 Stage III T3 unknow N0 TCGA-CV-7411 2717 1 64 FEMALE G1 Stage IVA T4a unknow N0 TCGA-BA-A6DF 238 1 80 FEMALE G2 Stage IVA T4a M0 N0 TCGA-CR-7394 1346 0 70 MALE G2 Stage IVA T4a M0 N0 TCGA-CN-A49A 391 0 60 MALE G2 Stage IVB T4b MX N0 TCGA-D6-A74Q 338 0 67 MALE G3 Stage IVA T4a M0 N0 TCGA-CV-7177 663 1 82 FEMALE G2 Stage II T2 unknow NX TCGA-BA-6870 451 1 60 FEMALE G2 unknow TX unknow NX TCGA-P3-A6T8 400 0 54 MALE G3 Stage IVA T4a MX N2 TCGA-IQ-A61H 1138 0 76 MALE G2 Stage II T2 MX N0 TCGA-CQ-5329 1422 0 46 FEMALE G2 Stage II T2 unknow N0 TCGA-D6-6515 403 1 82 FEMALE G3 Stage II T2 unknow N0 TCGA-CN-6994 735 0 67 MALE G2 Stage IVA T4a unknow N0 TCGA-TN-A7HJ 403 0 51 MALE G2 Stage IVA T4a M0 N2b TCGA-CV-A45Z 1466 1 75 MALE G3 unknow T1 M0 N0 TCGA-D6-6517 292 0 59 MALE G2 Stage III T3 unknow N0 TCGA-CR-7380 606 1 58 MALE G2 Stage IVB T4b unknow N0 TCGA-UF-A7JO 631 1 79 FEMALE G2 Stage IVA T4a M0 N0 TCGA-CV-7095 572 1 87 FEMALE G2 Stage II T2 unknow NX TCGA-CV-A6JZ 714 0 68 MALE G2 Stage II T2 M0 N0 TCGA-CV-7090 5252 0 39 MALE G2 Stage II T2 unknow NX TCGA-CR-6484 354 0 67 FEMALE G2 Stage IVA T4a M0 N2 TCGA-CN-6020 205 1 58 MALE G2 Stage III T2 unknow N1 TCGA-CV-7406 1748 1 49 MALE GX Stage II T2 unknow N0 TCGA-CV-6945 366 1 41 MALE G2 Stage IVA T4a unknow N2 TCGA-CR-7364 1435 0 66 MALE G2 Stage III T3 M0 N0 TCGA-BA-4077 1134 1 45 FEMALE G2 Stage IVA T4a M0 N0 TCGA-CV-7097 385 1 53 MALE G3 Stage II T2 unknow NX TCGA-CQ-5331 1399 0 73 FEMALE G2 unknow T2 unknow NX TCGA-CN-A499 535 0 60 FEMALE G2 Stage II T2 MX N0 TCGA-CN-5358 261 1 60 MALE G2 Stage II T2 unknow N0 TCGA-CN-A6V3 298 0 61 MALE G3 Stage IVA T3 M0 N2b TCGA-CN-4722 799 0 61 FEMALE G1 Stage II T2 unknow N0 TCGA-T2-A6X0 216 0 49 MALE G2 unknow TX unknow unknow TCGA-BA-A4IG 855 0 77 MALE G3 unknow T1 MX NX TCGA-KU-A66T 552 0 53 FEMALE G2 Stage IVA T4 MX N0 TCGA-P3-A5QF 330 1 49 MALE G2 Stage IVA T4 MX N2b TCGA-T3-A92N 95 1 79 MALE G3 Stage IVA T2 MX N2c TCGA-MT-A51W 437 0 52 FEMALE G2 Stage I T1 M0 N0 TCGA-HD-7832 350 0 52 MALE G2 Stage IVA T4a unknow N0 TCGA-P3-A6T2 2165 0 45 MALE G2 Stage IVA T3 MX N2b TCGA-IQ-7632 441 0 68 FEMALE G1 Stage IVA T4a M0 N0 TCGA-F7-A50G 616 0 66 MALE G1 Stage III T3 M0 N1 TCGA-CR-7392 1425 0 67 FEMALE G1 Stage IVA T3 M0 N2b TCGA-CQ-5323 1466 0 82 MALE G2 Stage I T1 unknow N0 TCGA-CV-7437 506 1 77 MALE GX Stage II T2 unknow NX TCGA-HD-A6I0 210 0 56 MALE G1 Stage IVA T4a MX N1 TCGA-CN-5363 253 1 48 MALE G3 Stage IVB T4a M0 N3 TCGA-CV-6953 1641 1 80 FEMALE G1 Stage III T3 unknow N0 TCGA-CN-6012 629 0 66 MALE G2 Stage IVA T3 unknow N2c TCGA-P3-A6T4 62 1 54 MALE G2 Stage IVA T4a MX N1 TCGA-CV-6003 1665 0 50 FEMALE G2 Stage III T2 unknow N1 TCGA-CV-5979 1315 0 26 MALE G2 Stage IVA T2 unknow N2b TCGA-BB-4224 278 0 52 MALE G2 Stage IVA T2 unknow N2b TCGA-CV-A6JM 194 1 85 MALE G2 unknow unknow unknow unknow TCGA-CN-6021 276 1 63 FEMALE G2 unknow TX unknow NX TCGA-CN-5374 1732 1 56 FEMALE G3 Stage IVA T2 M0 N2 TCGA-DQ-7594 489 0 47 MALE G4 unknow TX unknow NX TCGA-CV-6941 342 1 51 MALE G2 Stage III T3 unknow N0 TCGA-CN-6024 224 0 66 MALE G2 Stage IVA T4a M0 N2c TCGA-BA-A6DI 336 1 62 MALE G2 unknow TX M0 NX TCGA-CN-6016 594 0 64 MALE G2 Stage IVA T4a unknow N1 TCGA-BB-A6UO 268 1 61 FEMALE G2 Stage IVA T4a MX N2b TCGA-DQ-7596 1265 0 48 MALE G4 unknow unknow unknow unknow TCGA-CR-7368 1245 0 54 MALE G2 Stage IVA T4a M0 N1 TCGA-CN-6988 318 0 47 MALE G3 Stage IVA T4a unknow N2b TCGA-CQ-5325 654 1 65 MALE G2 Stage I T1 unknow N0 TCGA-BB-4225 146 0 73 MALE G3 unknow TX unknow NX TCGA-CV-A6JD 182 1 82 FEMALE G3 unknow unknow unknow unknow TCGA-CQ-A4CA 0 unknow MALE G2 Stage II T2 M0 N0 TCGA-CV-6959 256 1 48 MALE G2 Stage III T3 unknow N0 TCGA-CV-7428 1671 1 47 MALE G2 Stage IVA T4a unknow N2b TCGA-CV-7415 695 1 60 MALE G2 Stage IVA T4a unknow N2c TCGA-CR-7389 392 0 55 MALE G2 unknow TX unknow NX TCGA-CV-7429 107 1 55 MALE G3 Stage IVA T4a unknow N2b TCGA-P3-A6SX 1430 1 67 MALE G2 Stage III T2 MX N1 TCGA-CV-7410 6417 1 61 MALE GX Stage III T2 unknow N1 TCGA-CV-7427 4760 1 73 FEMALE G1 Stage II T2 unknow NX TCGA-UF-A7JT 993 1 72 FEMALE G3 Stage IVA T4a M0 N0 TCGA-T3-A92M 417 0 52 MALE G2 Stage IVA T4a MX N2c TCGA-MT-A67F 384 0 60 FEMALE G2 Stage IVA T4 MX N0 TCGA-CR-7365 1191 0 60 MALE G2 Stage IVA T4a M0 N0 TCGA-F7-A50J 585 0 67 FEMALE G2 Stage III T3 M0 N0 TCGA-UF-A7JH 665 0 59 MALE G1 Stage IVA T4a M0 N0 TCGA-CN-5370 259 1 78 MALE G3 Stage III T3 M0 N1 TCGA-CV-7104 393 1 61 FEMALE G2 Stage IVA T2 unknow N2b TCGA-CV-7433 601 1 49 MALE G3 Stage IVA T4a unknow N2b TCGA-CV-7101 160 1 80 MALE G2 Stage II T2 unknow NX TCGA-HD-A4C1 11 0 41 FEMALE G1 Stage IVA T4a MX N2b TCGA-UF-A7JC 546 1 42 MALE G1 Stage IVA T3 M0 N2b TCGA-CN-5367 352 1 60 FEMALE G2 Stage IVA T4a M0 N2b TCGA-CR-6487 234 0 50 MALE G3 Stage I T1 M0 N0 TCGA-CV-A45Y 2703 1 61 MALE G3 Stage IVA T4a M0 N0 TCGA-CV-7409 543 1 43 MALE G3 Stage IVB T4a unknow N3 TCGA-BB-8596 2161 0 69 FEMALE G3 Stage IVA T4a MX NX TCGA-CR-6480 362 0 53 MALE G2 unknow unknow unknow unknow TCGA-CN-4735 1250 0 52 MALE G3 Stage IVA T3 unknow N2b TCGA-CV-6933 2741 1 53 MALE G2 Stage III T3 unknow N1 TCGA-CV-7250 2900 1 64 MALE G1 Stage IVA T4a unknow N0 TCGA-BA-4074 462 1 69 MALE G3 Stage IVA T2 M0 N2c TCGA-BB-4228 558 0 50 MALE GX Stage III T3 unknow NX TCGA-H7-8502 458 0 50 MALE G2 Stage IVA T4a M0 N2b TCGA-CN-4726 142 1 68 MALE G2 Stage IVA T3 unknow N2b TCGA-HD-7229 316 0 60 MALE G3 Stage IVA T4a unknow N0 TCGA-CV-5442 2327 0 76 FEMALE G3 Stage IVA T4a unknow N2b TCGA-CV-5977 1840 0 66 MALE G2 Stage IVA T3 unknow N2b TCGA-CV-6937 624 1 71 MALE G2 Stage II T2 unknow N0 TCGA-CQ-5332 317 1 87 MALE G2 Stage III T3 unknow N0 TCGA-CV-6956 217 1 67 MALE G2 Stage III T3 unknow N1 TCGA-H7-8501 461 0 54 MALE GX Stage IVA T4a M0 N1