Id futime fustat age gender grade stage T M N TCGA-VQ-A8PS 406 1 76 MALE G2 Stage IIIA T3 M0 N1 TCGA-CG-4301 92 0 75 FEMALE G3 Stage IV T4 M1 N1 TCGA-R5-A7ZR 185 1 70 FEMALE G2 Stage III T3 M0 NX TCGA-VQ-AA64 560 1 68 MALE G2 Stage IIIB T3 M0 N2 TCGA-BR-8686 477 0 69 MALE G3 Stage IIIB T4b M0 N1 TCGA-B7-A5TJ 335 0 74 MALE G1 Stage IIB T4a M0 NX TCGA-BR-A4QL 352 0 75 FEMALE G2 Stage IIIB T3 M0 N3a TCGA-D7-6817 389 0 63 MALE G3 Stage IIIA T2b M0 N3 TCGA-BR-4366 0 0 87 MALE G2 unknow TX M0 NX TCGA-MX-A5UG 113 1 78 MALE G3 Stage IIIA T3 M0 N1 TCGA-IN-A6RJ 379 0 64 MALE G3 Stage IA T1b M0 N0 TCGA-CG-4475 699 0 76 MALE G3 Stage IIB T3 M0 N1 TCGA-BR-8591 409 0 79 MALE G3 Stage IIIC T4a M0 N3a TCGA-BR-8676 229 0 59 MALE G3 Stage IIIB T3 M0 N3a TCGA-D7-A4YV 180 0 69 FEMALE G3 Stage IIB T3 M0 N1 TCGA-BR-8285 17 1 57 FEMALE G3 Stage IIIC T4a M0 N3a TCGA-CD-5798 86 0 82 MALE G2 Stage II T3 M0 N0 TCGA-FP-A4BF 168 1 68 MALE G3 Stage IIIA T3 M0 N2 TCGA-VQ-A91D 356 1 70 MALE G2 Stage IIIC T4b M0 N2 TCGA-BR-4184 212 1 70 MALE G2 Stage IIIA T3 MX N1 TCGA-BR-8380 21 0 55 MALE G3 Stage IIIC T4a M0 N3a TCGA-VQ-A8PH 389 1 62 MALE G2 Stage IIIB T3 M0 N3 TCGA-BR-8382 482 0 67 FEMALE G3 Stage IIIC T4b M0 N3a TCGA-FP-A9TM 189 0 77 MALE G2 unknow T1b M0 N1 TCGA-BR-8058 532 0 53 FEMALE G3 Stage IIIB T4a M0 N2 TCGA-CG-4469 215 1 70 MALE G3 Stage IV T3 M0 N3 TCGA-BR-6801 642 0 70 MALE G2 Stage IIA T3 M0 N0 TCGA-BR-8361 593 0 71 FEMALE G3 Stage IIIC T4b M0 N2 TCGA-D7-6522 566 0 58 MALE G3 Stage IB T2 M0 N0 TCGA-BR-4256 284 1 80 MALE G2 unknow TX M0 N1 TCGA-VQ-A91Z 1589 0 67 FEMALE G2 Stage IIIA T3 M0 N1 TCGA-VQ-A91V 974 0 58 MALE G2 Stage IIIA T3 M0 N2 TCGA-CG-4455 366 0 72 MALE G3 Stage II T2b M0 N1 TCGA-CD-8529 374 0 65 MALE G2 Stage IV T4 M1 N0 TCGA-D7-A74A 225 0 61 FEMALE G2 Stage IIIA T3 M0 N2 TCGA-CG-4443 912 0 68 MALE G2 Stage IA T1 M0 N0 TCGA-BR-4368 0 0 78 FEMALE G3 Stage IV T4 M0 N2 TCGA-SW-A7EA 579 0 61 FEMALE GX Stage IB T2 M0 N0 TCGA-D7-6518 582 0 75 MALE G3 Stage IIIA T2 M0 N3 TCGA-CG-5725 457 1 72 MALE G3 Stage IB T2 M0 N0 TCGA-VQ-A8PK 543 1 58 MALE G2 Stage IIIB T3 M0 N3a TCGA-BR-A4PE 621 0 68 FEMALE G2 Stage IB T2 M0 N0 TCGA-BR-6563 1190 0 60 MALE G3 Stage IIB T3 M0 N1 TCGA-D7-A6EX 344 0 72 FEMALE G3 Stage IIIA T3 M0 N2 TCGA-VQ-A91S 690 0 63 MALE GX Stage IIIB T4b M0 N1 TCGA-BR-4370 0 0 74 FEMALE G2 unknow TX M0 NX TCGA-BR-8373 450 0 65 FEMALE G2 Stage IIIA T4a M0 N1 TCGA-CG-5718 1095 1 78 FEMALE G2 Stage II T2b M0 N1 TCGA-RD-A7BS 336 1 46 MALE G3 Stage IIIA T3 M0 N1 TCGA-D7-A6EY 348 1 72 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-VQ-AA68 1219 0 52 FEMALE G2 Stage IIIC T4a M0 N3 TCGA-BR-6802 469 0 65 MALE G3 Stage IIIA T3 M0 N2 TCGA-CG-4460 669 1 66 FEMALE G2 Stage IV T4 M1 N1 TCGA-CG-4474 0 0 67 FEMALE G3 Stage IV T4a M1 N2 TCGA-VQ-A8DU 166 1 63 MALE G2 Stage IIIA T3 M0 N2 TCGA-BR-4267 188 1 51 MALE G2 Stage IB T2a M0 N0 TCGA-RD-A8N4 2171 0 58 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-VQ-A91E 363 0 67 FEMALE G3 Stage IIIB T4b M0 N0 TCGA-IN-AB1X 411 0 78 FEMALE G3 Stage IIA T3 M0 N0 TCGA-BR-8381 224 0 51 MALE G3 Stage IIB T3 M0 N1 TCGA-HU-A4GH 358 0 75 MALE G2 Stage IA T1b M0 N0 TCGA-CG-5730 122 0 80 FEMALE G2 Stage IV T2 M1 N1 TCGA-BR-8286 394 0 49 MALE G3 Stage II T3 M0 N0 TCGA-BR-A4PF 35 0 72 MALE G3 Stage IIIB T4a M0 N2 TCGA-HU-A4H8 270 0 77 MALE G2 Stage IB T1b M0 N1 TCGA-CD-8524 388 0 61 FEMALE G3 Stage II T3 M0 N0 TCGA-IN-A6RP 196 0 63 MALE G3 unknow T1b M0 N3 TCGA-B7-A5TK 288 0 51 MALE G3 Stage IIIA T4 M0 unknow TCGA-CG-4438 1645 0 56 MALE G3 Stage IV T4 M0 N2 TCGA-VQ-A8PP 712 1 76 MALE G2 Stage IV T4 M0 N1 TCGA-BR-4371 0 0 71 FEMALE G1 unknow T2 M0 NX TCGA-BR-8296 474 1 58 FEMALE G3 Stage IIIC T4b M0 N2 TCGA-VQ-A928 174 1 49 MALE G2 Stage IV T3 M0 N3 TCGA-D7-8574 523 0 72 MALE G3 Stage IIIA T2 M0 N3a TCGA-HU-A4H3 882 0 56 FEMALE G3 Stage IIIC T4a M0 N3b TCGA-D7-6524 543 0 53 MALE G3 Stage II T2 M0 N1 TCGA-MX-A666 427 0 61 MALE G2 Stage IIA T2 MX NX TCGA-BR-8592 191 1 63 FEMALE G3 Stage IIIB T4b M0 N1 TCGA-BR-6455 399 0 59 MALE G3 Stage IIB T3 M0 N1 TCGA-BR-6707 605 1 75 MALE G3 Stage IIA T3 M0 N0 TCGA-BR-A4PD 628 0 72 FEMALE G3 Stage IIB T4a M0 N0 TCGA-D7-A74B 217 1 52 FEMALE G3 Stage IIIB T3 M0 N3 TCGA-CD-8533 468 0 48 MALE G3 Stage II T3 M0 N0 TCGA-CD-A4MI 358 1 62 MALE G1 Stage IIIA T3 M0 N1 TCGA-CG-4465 274 1 69 FEMALE G3 Stage IV T4 M1 N3 TCGA-CD-5803 341 1 78 FEMALE G3 Stage II T3 M0 N0 TCGA-D7-A6F0 90 0 79 FEMALE G3 Stage IB T2 M0 N0 TCGA-BR-7197 280 0 69 MALE GX Stage II T3 M0 N0 TCGA-BR-8384 113 0 69 MALE G3 Stage IIIC T4b M0 N2 TCGA-F1-6874 440 0 79 MALE G3 Stage IB T2 M0 N0 TCGA-CG-4449 580 0 81 MALE G2 Stage II T2 M0 N1 TCGA-D7-6527 312 1 62 MALE G2 Stage II T2 M0 N1 TCGA-VQ-AA6D 521 0 52 FEMALE G2 Stage IIIA T4a M0 N1 TCGA-CG-4477 942 0 58 FEMALE G3 Stage IB T2a M0 N0 TCGA-D7-6525 406 1 58 MALE G3 Stage IIIA T2 M0 N2 TCGA-IN-8462 572 0 80 MALE G2 Stage IIB T2 M0 N1 TCGA-CD-A486 104 0 68 MALE G2 Stage IIA T3 M0 N0 TCGA-HU-8610 23 0 75 MALE G2 Stage IA T1b M0 N0 TCGA-BR-4363 0 0 60 FEMALE G3 unknow T3 MX NX TCGA-VQ-A923 0 1 90 MALE G3 Stage IIIA T3 M0 N1 TCGA-HU-A4GU 200 0 73 MALE G3 Stage IIB T3 M0 N1 TCGA-CG-5727 2405 0 66 MALE G3 Stage II T3 M0 N0 TCGA-RD-A8N5 1747 1 78 MALE G2 Stage IIIA T3 M0 N1 TCGA-B7-5816 812 0 51 FEMALE G3 Stage IIB T4a M0 N0 TCGA-IN-7806 645 0 50 MALE G3 Stage IIB T3 M0 N1 TCGA-CG-4466 577 0 81 FEMALE G2 Stage IB T2a M0 N0 TCGA-HU-8249 881 0 76 MALE G2 Stage IIIA T3 M0 N2 TCGA-HU-A4GF 785 0 69 MALE G2 Stage IIA T3 M0 N0 TCGA-D7-A747 255 1 57 MALE G3 Stage IIB T3 M0 N1 TCGA-HU-A4H4 725 0 53 FEMALE G3 Stage IIB T2 M0 N2 TCGA-CG-4472 365 0 49 MALE G3 Stage IV T4 M0 N1 TCGA-VQ-A8PB 1043 1 65 FEMALE G2 Stage II T3 M0 N0 TCGA-R5-A7O7 1389 0 51 MALE G2 Stage IV T3 M1 N1 TCGA-BR-8363 8 1 73 FEMALE G3 Stage IB T2 M0 N0 TCGA-CD-8536 378 0 74 MALE G3 Stage II T3 M0 N0 TCGA-BR-7715 469 0 65 MALE G2 Stage IIA T3 M0 N0 TCGA-BR-4361 0 0 66 FEMALE G3 Stage IIIA T4 M0 N0 TCGA-BR-4367 0 0 78 MALE G3 unknow TX M0 N1 TCGA-BR-8483 164 0 59 MALE G2 Stage IIIA T3 M0 N2 TCGA-CG-4476 0 0 69 MALE G3 Stage IIIC T4b M0 N3a TCGA-VQ-A91N 570 1 59 FEMALE G2 Stage IV T4 M0 N3 TCGA-BR-4188 226 1 53 FEMALE G3 unknow TX M0 N1 TCGA-CG-5726 881 1 73 MALE G2 Stage IA T1 M0 N0 TCGA-BR-7704 606 0 69 FEMALE G3 Stage II T3 M0 N0 TCGA-D7-8573 593 0 57 MALE G3 Stage IIA T3 M0 N0 TCGA-HU-A4HD 1016 0 73 MALE G2 Stage IIIA T3 M0 N2 TCGA-FP-7829 594 0 69 MALE G2 Stage IIB T3 M0 N1 TCGA-BR-8680 481 0 45 MALE G2 Stage IV T4b M1 N2 TCGA-D7-A6EV 342 0 71 FEMALE G3 Stage IIB T2 M0 N2 TCGA-IN-A6RI 559 0 45 MALE G2 Stage I T1b M0 N0 TCGA-BR-6706 402 0 63 MALE G3 Stage IIIA T3 M0 N1 TCGA-HF-7132 0 unknow MALE G2 Stage II T2b M0 N1 TCGA-BR-8364 675 0 42 FEMALE G3 Stage IIIC T4b M0 N2 TCGA-VQ-A927 200 1 81 MALE G1 Stage IIIB T3 M0 N3 TCGA-BR-8485 280 0 68 FEMALE G3 Stage IIIC T4 M0 N3a TCGA-VQ-A94T 342 1 73 MALE G3 Stage IIIB T3 M0 N2 TCGA-BR-A4J4 16 0 39 MALE G3 Stage IIIB T4a M0 N2 TCGA-BR-8284 245 1 72 FEMALE G3 Stage IIIC T4a M0 N3a TCGA-BR-7717 552 1 63 MALE G2 Stage IV T4 M0 N1 TCGA-BR-8077 21 0 58 FEMALE G2 Stage IIIB T4b M0 N1 TCGA-BR-6458 213 0 57 FEMALE G3 Stage IIB T3 M0 N1 TCGA-BR-A4J7 589 0 49 MALE G3 Stage IIB T4a M0 NX TCGA-VQ-AA6G 792 1 68 MALE G2 Stage IIA T3 M0 N0 TCGA-BR-8060 348 1 75 FEMALE G3 Stage IIB T2 M0 N2 TCGA-BR-A4J1 22 1 63 MALE G3 Stage IIIA T4a M0 N1 TCGA-HU-8602 679 0 58 FEMALE G3 Stage IIB T4a M0 N0 TCGA-CG-5722 30 0 67 FEMALE G3 Stage IV T3 M1 N2 TCGA-KB-A6F7 1842 0 54 FEMALE G3 Stage IB T1 M0 N1 TCGA-KB-A6F5 169 0 73 MALE G3 Stage IIIA T3 M0 N2 TCGA-CG-4300 609 1 79 MALE G2 Stage IIIB T3 M0 N2 TCGA-HU-A4GY 8 0 76 FEMALE G3 Stage IIIA T4 M0 N1 TCGA-BR-A4J9 14 0 55 MALE G3 Stage IIA T3 M0 N0 TCGA-HU-A4GQ 3 1 71 MALE G2 Stage IIIC T4b M0 N2 TCGA-IN-A7NU 356 0 69 MALE G3 Stage IIIB T3 M0 N3 TCGA-RD-A7C1 507 1 82 MALE G3 Stage IB T2 M0 N0 TCGA-IN-A6RN 594 0 72 FEMALE G2 Stage IIA T1b M0 N2 TCGA-RD-A8MW 1153 1 72 MALE G3 Stage IIIB T3 M0 N2 TCGA-BR-8367 418 0 55 MALE G3 Stage IIIB T3 M0 N3a TCGA-CD-5799 99 0 45 MALE G3 Stage II T2 M0 N1 TCGA-VQ-A8PM 57 1 56 MALE G3 Stage IV T4 M0 N3 TCGA-VQ-A922 275 1 70 MALE G2 Stage IV T4 M0 N1 TCGA-BR-8362 398 1 65 MALE G3 Stage IIIC T4b M0 N3a TCGA-BR-8370 101 0 64 MALE G3 Stage IIIB T3 M0 N3a TCGA-BR-6452 1055 0 78 FEMALE G3 Stage IIA T3 M0 N0 TCGA-HU-A4GJ 650 0 60 FEMALE G3 Stage IIIC T4 M0 N3a TCGA-BR-7851 378 0 74 MALE G3 Stage IIB T4a M0 N0 TCGA-FP-7735 106 1 77 MALE G2 Stage IB T2 MX N0 TCGA-HU-8245 552 0 72 MALE G3 Stage IIA T3 M0 N0 TCGA-CD-5801 401 1 69 MALE G3 Stage IIIA T3 M0 N1 TCGA-CG-5723 2496 0 83 MALE G3 Stage II T2 M0 N1 TCGA-BR-A4IZ 273 1 45 FEMALE G3 Stage IIIB T4a M0 N2 TCGA-CG-4441 426 1 83 MALE G2 Stage IIIA T2 M0 N2 TCGA-HU-A4GC 99 0 74 MALE G3 Stage IIIB T4a M0 N2 TCGA-D7-A4YY 419 0 61 MALE G3 Stage IIIB T3 M0 N3a TCGA-D7-A4Z0 449 0 60 FEMALE G3 Stage IIB T2 M0 N2 TCGA-D7-8570 752 0 44 MALE G3 Stage IIIB T3 M0 N3a TCGA-VQ-A8PQ 476 1 50 FEMALE G2 Stage IV T4 M1 N1 TCGA-RD-A7BT 262 1 66 MALE G3 Stage IV T3 M0 N3 TCGA-CD-8535 390 0 59 MALE G3 Stage IIIA T3 M0 N1 TCGA-VQ-A8PU 820 0 72 FEMALE G3 Stage IIIA T4a M0 N1 TCGA-VQ-A8P8 881 0 72 FEMALE G2 Stage IIB T4a M0 N0 TCGA-HU-A4G3 170 0 54 MALE G2 Stage IIB T2 M0 N2 TCGA-BR-8687 250 1 67 FEMALE G3 Stage IIIC T4b M0 N2 TCGA-HF-7133 0 unknow FEMALE G2 Stage IV T2b M0 N3 TCGA-D7-A748 132 1 41 FEMALE G3 Stage IV T4a M1 N3 TCGA-D7-5579 363 0 74 MALE G3 Stage IIIA T3 M0 N2 TCGA-BR-6564 794 1 46 FEMALE G3 Stage IIIA T3 M0 N2 TCGA-CG-4304 0 84 MALE G2 Stage IB T2a M0 N0 TCGA-VQ-A8E0 562 1 68 MALE G3 Stage IIIA T3 M0 N2 TCGA-BR-8677 370 0 74 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-CD-5802 406 0 58 MALE G2 Stage II T3 M0 N0 TCGA-RD-A8N1 3519 0 70 MALE G3 Stage IIIB T3 M0 N2 TCGA-HU-A4GP 273 0 62 FEMALE G2 Stage IIA T2 M0 N1 TCGA-VQ-A94R 1294 1 63 MALE G2 unknow T4a M0 N2 TCGA-BR-8080 292 1 72 FEMALE G3 Stage IIIC T4 M0 N3a TCGA-BR-4369 0 0 75 MALE G3 unknow TX M0 NX TCGA-BR-A4J2 431 0 70 MALE G3 Stage IIB T4a M0 N0 TCGA-BR-A4J5 390 0 56 MALE G3 Stage IIIA T4a M0 N1 TCGA-CD-8528 375 0 43 FEMALE G3 Stage IIIA T4 M0 N0 TCGA-VQ-A94P 81 1 57 MALE GX unknow T4 MX NX TCGA-BR-A4IY 392 0 58 MALE G3 Stage IIB T4a M0 N0 TCGA-CG-5720 30 1 71 MALE G3 Stage IB T2 M0 N0 TCGA-MX-A663 300 1 66 MALE G3 Stage IIA T3 M0 N0 TCGA-CG-4442 0 0 85 MALE G3 Stage IB T2 M0 N0 TCGA-D7-6528 463 0 70 FEMALE G2 Stage IB T2 M0 N0 TCGA-VQ-A8E7 787 0 59 MALE G2 Stage IV T3 M1 N1 TCGA-IN-AB1V 479 0 63 MALE G2 Stage IA T1b M0 N0 TCGA-BR-4255 124 1 76 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-BR-6453 485 0 54 MALE G3 Stage IIA T2 M0 N1 TCGA-BR-8295 67 1 60 FEMALE G3 Stage IIB T4a M0 N0 TCGA-VQ-A91W 224 0 30 MALE G2 Stage IIIA T3 M0 N1 TCGA-CD-8530 377 0 51 MALE G3 Stage II T3 M0 N0 TCGA-CG-4436 243 0 57 MALE G2 Stage IB T2 M0 N0 TCGA-HU-8244 742 0 77 FEMALE G1 Stage IA T1a M0 N0 TCGA-CG-5728 579 0 88 FEMALE G3 Stage IB T2 M0 N0 TCGA-BR-4187 141 1 56 MALE G3 unknow TX M0 NX TCGA-D7-6520 573 0 53 MALE G3 Stage IIIA T2b M0 N2 TCGA-KB-A93H 1145 0 79 FEMALE G1 Stage IIB T3 M0 N1 TCGA-IN-A6RS 383 0 76 MALE G2 Stage IA T1b M0 N0 TCGA-VQ-AA6B 912 0 48 MALE G2 Stage IIIB T3 M0 N2 TCGA-VQ-A94U 672 0 70 MALE G3 Stage IIB T4a M0 N0 TCGA-BR-A452 229 1 57 MALE G3 Stage IIIA T4a M0 N1 TCGA-VQ-AA6K 378 1 59 MALE G3 Stage IIIC T4a M0 N3a TCGA-VQ-A925 138 1 66 MALE G2 Stage IIIA T3 M0 N2 TCGA-BR-6852 423 0 64 FEMALE G3 Stage IIA T3 M0 N0 TCGA-VQ-A8DZ 396 1 70 MALE G3 Stage IV T4 M1 N3 TCGA-RD-A8N0 1236 0 53 FEMALE G3 Stage IIIB T3 M0 N2 TCGA-BR-8078 373 0 70 FEMALE G3 Stage IIB T4a M0 N0 TCGA-CD-5800 400 0 51 FEMALE G1 Stage II T3 M0 N0 TCGA-CD-8531 383 0 66 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-R5-A804 140 1 54 MALE G3 Stage IV T3 M1 N2 TCGA-KB-A93J 1124 0 78 MALE G3 Stage II T2b M0 N1 TCGA-CG-4306 1 1 90 MALE G3 Stage IV T3 M1 N2 TCGA-D7-8572 511 0 57 MALE G2 Stage IIB T2 M0 N2 TCGA-CD-8534 367 0 41 MALE G3 Stage II T3 M0 N0 TCGA-R5-A7ZF 259 1 65 FEMALE G2 Stage IV T4a M1 N1 TCGA-HF-7134 0 unknow MALE G2 Stage IA T1 M0 N0 TCGA-D7-5578 385 0 80 MALE G3 Stage IIIA T3 M0 N2 TCGA-VQ-A8PE 675 1 78 MALE G3 Stage IIIB T3 M0 N3a TCGA-HU-A4GT 198 0 71 FEMALE G3 Stage IIA T3 M0 N0 TCGA-CG-5734 243 1 68 MALE G3 Stage IIIA T3 M0 N1 TCGA-VQ-A8DT 1484 0 43 MALE G3 Stage IIIB T3 M0 N3a TCGA-FP-7916 428 1 77 MALE G3 Stage IIIC T4a MX N3a TCGA-CD-A4MG 200 1 76 MALE G3 Stage IIA T3 M0 N0 TCGA-RD-A8N2 3540 0 59 FEMALE G3 Stage IB T2 M0 N0 TCGA-BR-A4CQ 677 0 58 MALE G3 Stage IIIA T4a M0 N1 TCGA-D7-6519 625 0 64 FEMALE G3 unknow T2 M0 N1 TCGA-CG-5732 2100 1 66 MALE G2 Stage IV T2 M0 N3 TCGA-CD-8527 218 1 72 FEMALE G2 Stage II T2 M0 N1 TCGA-BR-7703 438 0 81 MALE G2 Stage IA T1b M0 N0 TCGA-HF-A5NB 928 0 75 FEMALE G3 Stage IIIC T4a M0 N3a TCGA-HU-A4GD 692 0 56 MALE G3 Stage IIB T3 M0 N1 TCGA-RD-A8N9 1083 0 63 FEMALE G3 Stage II T2 M0 N1 TCGA-BR-6709 370 1 57 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-D7-6818 321 0 53 MALE G3 Stage IIIA T2 M0 N3 TCGA-CG-4444 1431 0 76 MALE G3 Stage IIIA T2b M0 N2 TCGA-BR-8366 29 0 80 FEMALE G3 Stage IIA T3 M0 N0 TCGA-CD-A4MH 371 0 86 FEMALE G2 Stage IIA T3 M0 N0 TCGA-BR-8683 300 1 75 MALE G3 Stage IIIB T4a M0 N2 TCGA-BR-8484 766 1 61 MALE G2 Stage IIIA T4a M0 N1 TCGA-D7-8575 554 1 75 MALE G3 Stage IIIA T3 M0 N2 TCGA-BR-8679 0 0 63 FEMALE G2 Stage IB T2 M0 N0 TCGA-BR-8371 359 1 62 MALE G3 Stage IIIB T3 M0 N3a TCGA-BR-4357 0 0 58 MALE G2 unknow T3 MX NX TCGA-CG-4437 245 0 83 MALE G2 Stage II T2 M0 N1 TCGA-BR-A4J8 411 0 71 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-FP-8099 519 0 79 MALE G2 Stage IIA T3 MX N0 TCGA-RD-A8MV 3720 0 56 MALE G3 Stage IIIB T3 M0 N2 TCGA-BR-8486 0 0 90 FEMALE G2 Stage IA T1b M0 N0 TCGA-BR-4253 124 1 80 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-F1-6177 0 0 90 MALE G2 Stage I T1b MX N1 TCGA-D7-A6EZ 297 0 66 MALE G3 Stage IIIA T3 M0 N2 TCGA-VQ-A924 1686 1 69 MALE G2 Stage II T3 M0 N0 TCGA-BR-7723 564 0 59 MALE G3 Stage IIIB T3 M0 N3a TCGA-VQ-AA69 864 0 35 MALE G2 Stage IIIA T3 M0 N2 TCGA-HU-A4H0 64 0 72 MALE G3 Stage IIIC T4a M0 N3b TCGA-BR-8291 496 0 61 MALE GX Stage IIB T3 M0 N1 TCGA-CG-5717 212 1 58 MALE G3 Stage II T2b M0 N1 TCGA-HU-A4G9 736 0 67 FEMALE G2 Stage IA T1a M0 N0 TCGA-HF-7136 0 unknow MALE G2 Stage IIIA T3 M0 N1 TCGA-HJ-7597 805 1 71 FEMALE G3 Stage IB T2b MX N0 TCGA-CD-5804 0 0 90 MALE G2 unknow T3 M0 N1 TCGA-BR-4201 940 1 66 FEMALE G1 unknow T2a M0 NX TCGA-BR-6454 0 0 58 MALE G3 Stage IIA T3 M0 N0 TCGA-3M-AB46 1765 0 70 MALE G2 Stage IB T2b MX N0 TCGA-CD-A48C 353 1 79 FEMALE G3 Stage IIB T3 M0 N1 TCGA-D7-6820 344 0 64 MALE G2 Stage IIB T2 M0 N1 TCGA-BR-A44U 422 1 70 MALE G3 Stage IIIB T3 M0 N3a TCGA-BR-7196 390 0 64 MALE G3 Stage IV T3 M1 N3a TCGA-FP-8210 153 1 48 MALE G3 Stage IIIA T3 M0 N1 TCGA-BR-8690 325 0 54 FEMALE G2 Stage IIIB T3 M0 N3a TCGA-BR-8368 131 0 84 FEMALE G3 Stage IB T2 M0 N0 TCGA-CG-5716 0 0 86 MALE G2 Stage IV T4a M1 N2 TCGA-BR-8081 625 0 71 FEMALE G2 Stage IIB T4a M0 N0 TCGA-HU-A4GN 912 0 61 MALE G2 Stage IIA T2 M0 N1 TCGA-CD-A489 344 1 58 MALE G3 Stage IIA T3 M0 N0 TCGA-RD-A8N6 272 1 78 FEMALE G3 Stage IIIA T2 M0 N2 TCGA-BR-8289 81 1 57 MALE G3 Stage IV T4 M1 N3a TCGA-RD-A8NB 513 1 80 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-VQ-A8PJ 82 1 53 MALE GX Stage IV T4 M1 N2 TCGA-D7-6526 523 0 67 FEMALE G2 Stage IIIA T3 M0 N2 TCGA-CG-5721 183 0 58 MALE G3 Stage IV T4 M0 N1 TCGA-BR-6710 273 0 41 MALE G2 Stage IB T2 M0 N0 TCGA-EQ-5647 19 1 86 FEMALE G2 Stage IV T4 M1 N3 TCGA-B7-A5TI 595 0 52 MALE G3 Stage IIIC T4 M0 N3 TCGA-FP-8209 1811 1 49 MALE G3 Stage IB T2a M0 N0 TCGA-RD-A7BW 156 1 68 FEMALE G3 Stage IB T2 M0 N0 TCGA-R5-A7ZI 2267 0 44 FEMALE G3 Stage IV T4 M1 N1 TCGA-BR-4280 201 1 78 FEMALE G2 Stage III T2b M0 N1 TCGA-HU-A4H2 394 0 58 FEMALE G2 Stage IIIB T3 M0 N3b TCGA-HU-A4G6 738 0 74 MALE G3 Stage IA T1b M0 N0 TCGA-IN-A6RO 1 70 MALE G2 Stage IA T1b M0 N0 TCGA-CD-A48A 378 0 57 MALE G2 Stage IIA T3 M0 N0 TCGA-CD-8526 381 0 73 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-FP-8211 413 0 62 MALE G2 Stage IIB T3 MX N1 TCGA-BR-8369 427 0 76 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-ZA-A8F6 525 0 71 MALE G2 Stage IB T2 MX N0 TCGA-CD-5813 377 1 60 MALE G3 Stage II T3 M0 N0 TCGA-EQ-8122 243 1 71 FEMALE G3 Stage IIB T3 MX N1 TCGA-BR-4292 0 0 73 FEMALE G1 unknow T1 M0 NX TCGA-R5-A805 281 1 71 MALE G3 Stage IIIB T3 M0 N2 TCGA-VQ-A91A 873 0 67 MALE G1 Stage IIIB T3 M0 N3a TCGA-VQ-A91Q 633 1 61 MALE G3 Stage IV T3 M0 N3 TCGA-BR-A4QM 156 0 65 MALE G3 Stage IIIA T3 M0 N2 TCGA-FP-A8CX 7 0 60 MALE G3 Stage IIIC T4b MX N3a TCGA-BR-8487 34 0 64 FEMALE G3 Stage IIA T3 M0 N0 TCGA-HU-A4G2 739 0 45 MALE G3 Stage IIB T3 M0 N1 TCGA-IN-A6RL 406 1 84 MALE G2 unknow T2 M0 N1 TCGA-BR-7959 569 0 59 MALE G3 Stage IIIA T4a M0 N1 TCGA-D7-8578 643 0 72 MALE G2 Stage IB T2 M0 N0 TCGA-CG-5724 366 1 59 MALE G3 Stage IV T3 M1 N3 TCGA-F1-A448 501 0 70 MALE G3 Stage IIIB T3 M0 N3b TCGA-BR-6456 308 0 74 FEMALE G2 Stage IIB T3 M0 N1 TCGA-CG-4462 0 1 72 FEMALE G3 Stage IV T3 M1 N3 TCGA-VQ-AA6F 1646 0 57 MALE G2 Stage IIB T3 M0 N1 TCGA-VQ-A8PY 436 1 47 FEMALE G2 Stage IIIB T3 M0 N2 TCGA-VQ-A91U 52 1 78 MALE G2 Stage IIIA T3 M0 N1 TCGA-D7-5577 376 0 53 FEMALE G2 Stage IIIA T2 M0 N3 TCGA-BR-8678 351 0 76 MALE G2 Stage IB T2 M0 N0 TCGA-D7-6822 375 0 77 MALE G2 Stage IB T2 M0 N0 TCGA-BR-A4CS 45 1 77 MALE G3 Stage IIIC T4b M0 N3a TCGA-BR-8588 389 0 55 FEMALE G3 Stage IIB T4a M0 N0 TCGA-VQ-A8PD 496 1 69 MALE G2 Stage IIIC T4a M0 N3 TCGA-FP-A4BE 337 0 55 MALE G3 Stage IIA T3 M0 N0 TCGA-D7-A6F2 476 0 62 MALE G3 Stage IB T2 M0 N0 TCGA-VQ-A8DL 28 1 69 FEMALE G2 Stage IIA T3 M0 N0 TCGA-HU-A4H6 476 0 72 FEMALE G2 Stage IIIA T3 M0 N2 TCGA-BR-4191 558 1 72 MALE G2 unknow TX M0 N1 TCGA-BR-A4J6 20 0 69 FEMALE G2 Stage IIA T3 M0 N0 TCGA-IN-8663 103 1 68 MALE G3 Stage IIB T2 M0 N2 TCGA-VQ-A92D 1752 0 67 MALE G2 Stage IB T2b M0 N0 TCGA-FP-8631 17 0 68 MALE G2 Stage IIIA T3 MX N2 TCGA-IN-7808 105 1 59 MALE G3 unknow T3 M1 N3 TCGA-HU-A4H5 724 0 71 MALE GX Stage IB T2 M0 N0 TCGA-D7-A4YT 434 0 56 MALE G2 Stage IIIA T2 M0 N3a TCGA-SW-A7EB 176 0 45 MALE G2 Stage IIIA T3 M0 N2 TCGA-D7-8579 636 0 66 FEMALE G2 Stage IIB T2 M0 N2 TCGA-D7-A4YU 500 0 73 MALE G3 Stage IIIB T3 M0 N3a TCGA-CD-A4MJ 384 0 60 MALE G2 Stage IB T2 M0 N0 TCGA-IN-A6RR 205 1 84 MALE G3 unknow T3 M0 N1 TCGA-VQ-A91X 289 1 74 MALE G3 Stage IIIB T3 M0 N2 TCGA-VQ-A8P5 235 1 67 MALE G3 Stage IIA T3 M0 N0 TCGA-BR-6566 378 0 64 FEMALE G3 Stage IIA T3 M0 N0 TCGA-BR-8372 583 0 63 MALE G3 Stage IIIC T4b M0 N3a TCGA-F1-A72C 346 0 68 MALE G2 Stage IIA T3 M0 N0 TCGA-CG-5719 31 0 54 FEMALE G1 Stage IV T4 M1 N0 TCGA-BR-A4QI 415 0 70 FEMALE G3 Stage IIA T3 M0 N0 TCGA-BR-8590 284 1 62 MALE G3 Stage IIIC T4b M0 N2 TCGA-CG-4440 122 1 68 FEMALE G3 Stage IV T3 M1 N3 TCGA-BR-A4IU 408 0 34 FEMALE G3 Stage IIIA T4a M0 N1 TCGA-VQ-A8E2 1072 0 57 MALE G2 Stage IIIB T3 M0 N2 TCGA-VQ-AA6A 1002 0 56 MALE G2 Stage IIIC T4 M0 N3a TCGA-BR-6705 421 0 68 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-BR-8059 439 1 72 MALE G3 Stage III T4 M0 N1 TCGA-CD-8532 354 1 52 MALE G2 Stage II T3 M0 N0 TCGA-BR-7707 385 0 69 FEMALE G3 Stage IB T2 M0 N0 TCGA-VQ-A8PT 798 0 65 MALE G3 Stage IIIB T4b M0 N0 TCGA-BR-A4CR 0 0 70 FEMALE G3 Stage IIIC T4b M0 N3a TCGA-HU-8243 180 1 66 MALE G2 Stage IIIC T4a M0 N3b TCGA-CG-5733 641 1 83 FEMALE G3 Stage IIIA T2 M0 N2 TCGA-D7-8576 446 1 54 FEMALE G3 Stage IIIB T3 M0 N3a TCGA-VQ-A8E3 661 1 79 MALE G3 Stage IIA T3 M0 N0 TCGA-BR-A4IV 411 0 47 MALE G3 Stage IIIB T4a M0 N2 TCGA-D7-6815 486 0 70 FEMALE G2 Stage IIB T2 M0 N2 TCGA-VQ-A91K 1862 0 69 MALE G2 Stage IIIA T3 M0 N1 TCGA-VQ-A8PX 1964 0 51 MALE G2 Stage IA T1 M0 N0 TCGA-BR-A453 185 1 51 MALE G3 Stage IV T4a M1 N3a TCGA-BR-8365 533 1 70 FEMALE G3 Stage IIA T3 M0 N0 TCGA-HU-8238 46 0 56 MALE G2 unknow T3 M0 unknow TCGA-BR-8589 481 0 56 MALE G3 Stage IIIB T4b M0 N1 TCGA-BR-4183 201 1 55 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-BR-7722 466 1 62 MALE G3 Stage IIB T3 M0 N1 TCGA-B7-A5TN 287 0 60 MALE G2 Stage IIB T4a M0 NX TCGA-BR-6457 356 0 69 MALE G3 Stage IIA T3 M0 N0 TCGA-BR-4257 294 1 79 FEMALE G2 unknow TX M0 NX TCGA-BR-8360 188 0 66 MALE G2 Stage IIA T3 M0 N0 TCGA-KB-A93G 613 0 68 MALE G1 Stage IB T2 M0 N0 TCGA-IN-A7NR 198 0 64 FEMALE G3 Stage IV T3 M1 N3 TCGA-BR-7716 468 0 62 FEMALE G2 Stage IIB T3 M0 N1 TCGA-HF-7131 0 unknow FEMALE G2 Stage IB T2b MX N0 TCGA-EQ-A4SO 494 0 70 MALE G2 Stage IIIB T4b MX N1 TCGA-D7-A6ET 417 0 76 MALE G2 Stage IIIB T3 M0 N3a TCGA-HU-8604 694 0 82 FEMALE G2 Stage IIA T3 M0 N0 TCGA-VQ-A8P2 848 0 68 MALE G2 Stage IIIA T4a M0 N1 TCGA-VQ-A94O 640 1 74 MALE G2 Stage IIIC T4a M0 N3 TCGA-HU-A4GX 616 0 70 FEMALE G3 Stage IIIC T4b M0 N2 TCGA-VQ-A8P3 988 0 72 MALE G2 Stage IIIA T4 M0 N1 TCGA-B7-5818 356 0 62 MALE G3 Stage IB T2 M0 N0 TCGA-BR-4362 0 0 74 FEMALE G3 unknow TX M0 N1 TCGA-IP-7968 77 0 74 MALE G2 Stage IIIB T3 MX N2 TCGA-3M-AB47 1 51 MALE G3 Stage IIIB T3 MX N2 TCGA-VQ-A8PO 282 1 74 MALE G3 Stage IIB T4a M0 N0 TCGA-BR-8682 500 0 52 MALE G3 Stage IIB T4a M0 N0 TCGA-ZQ-A9CR 24 1 79 FEMALE G3 Stage IIIC T4a MX N3 TCGA-VQ-A8PZ 1982 0 56 FEMALE G3 Stage II T3 M0 N0 TCGA-BR-7958 388 0 60 MALE G3 Stage IIIB T4b M0 N0 TCGA-BR-A44T 382 0 53 FEMALE G3 Stage IIA T3 M0 N0 TCGA-BR-6565 279 1 67 MALE G2 Stage IIB T4a M0 N0 TCGA-F1-6875 2197 1 79 MALE G2 Stage IA T2 M0 N0 TCGA-VQ-AA6I 491 1 68 MALE G3 Stage IIIB T3 M0 N3 TCGA-VQ-A8DV 403 1 48 MALE G2 Stage IB T2 M0 N0 TCGA-VQ-A8PC 1407 1 65 MALE G3 Stage IIIA T3 M0 N1 TCGA-BR-4294 0 0 65 MALE G2 unknow T2a M0 NX TCGA-HU-A4HB 477 1 68 MALE G3 Stage IIB T2 M0 N2 TCGA-BR-8297 225 0 58 MALE GX Stage IIIC T4b M0 N3a TCGA-CD-A487 284 0 51 MALE G3 Stage IIB T3 M0 N1 TCGA-CD-8525 383 0 82 FEMALE G3 Stage IIIA T3 M0 N1 TCGA-HU-8608 641 0 70 MALE G3 Stage IIIB T4a M0 N2 TCGA-D7-A4YX 461 0 63 MALE G3 Stage IIB T3 M0 N1 TCGA-D7-6521 564 0 65 MALE G3 unknow T2b M0 N2 TCGA-VQ-A91Y 296 1 67 MALE G3 Stage IIIC T4a M0 N3b TCGA-FP-7998 678 0 77 MALE G3 Stage IIIC T4a MX N3a TCGA-BR-6803 397 0 54 FEMALE G3 Stage IIA T3 M0 N0 TCGA-BR-7901 105 1 74 MALE G2 Stage IIB T3 M0 N1 TCGA-BR-4279 291 1 43 MALE G3 Stage II T2a M0 N1 TCGA-HU-A4G8 544 0 71 FEMALE G3 Stage IIB T3 M0 N1 TCGA-BR-7957 276 1 50 FEMALE GX Stage IV T3 M1 N3a TCGA-R5-A7ZE 554 1 66 FEMALE G2 Stage IIIA T3 M0 N2 TCGA-VQ-AA6J 642 0 75 MALE G3 Stage IIIB T4a M0 N2 TCGA-CG-4305 485 0 69 MALE G3 Stage II T2a M0 N1 TCGA-IN-A7NT 323 0 73 FEMALE G3 Stage IIB T3 M0 N1 TCGA-MX-A5UJ 368 0 86 FEMALE G3 Stage IIIA T3 M0 N2 TCGA-VQ-A8PF 76 1 76 MALE G3 Stage IIIB T3 M0 N3b