Supplementary Table 6. The clinical information and follow-up data of patients. Id futime fustat age gender stage T M N TCGA-J2-8192 739 0 65 FEMALE Stage IIA T2a MX N1 TCGA-91-8499 36 0 76 FEMALE Stage IA T1b MX N0 TCGA-53-7624 1043 1 40 FEMALE Stage IV T2 M1 N0 TCGA-55-6986 3261 0 74 FEMALE Stage IB T2 M0 N0 TCGA-38-4632 1357 1 42 MALE Stage IV T2 M1 N1 TCGA-78-7146 173 1 71 FEMALE Stage IIIA T2 M0 N2 TCGA-NJ-A4YG 2261 0 65 MALE Stage IB T2 M0 N0 TCGA-86-8279 949 0 46 MALE Stage IIA T2a M0 N1 TCGA-50-6591 119 1 63 FEMALE Stage IV T2 M1 N0 TCGA-50-5939 460 1 85 MALE Stage IB T2 M0 N0 TCGA-62-8402 1498 1 73 FEMALE Stage IIIA T2 M0 N2 TCGA-49-4506 999 1 68 FEMALE Stage IIB T2 M0 N1 TCGA-91-6847 842 0 62 FEMALE Stage IB T2 MX N0 TCGA-97-8547 657 0 78 FEMALE Stage IIIA T2a MX N2 TCGA-97-7546 1285 0 76 FEMALE Stage IA T1 MX N0 TCGA-73-4659 711 1 66 MALE Stage IIIA T2 M0 N2 TCGA-55-A48Y 630 0 69 MALE Stage IIA T2b M0 N0 TCGA-50-5049 3094 0 70 MALE Stage IA T2 M0 N0 TCGA-44-3396 1130 0 74 FEMALE Stage IIIA T2 M0 N2 TCGA-05-4405 610 0 74 FEMALE Stage IB T2 M0 N0 TCGA-78-8662 3361 1 53 FEMALE Stage IB T2 M0 N0 TCGA-50-8460 829 0 74 MALE Stage IA T1a M0 N0 TCGA-55-8087 462 0 59 FEMALE Stage IB T2a MX N0 TCGA-MP-A4TA 950 1 75 FEMALE Stage IA T1 M0 N0 TCGA-55-7815 773 0 76 MALE Stage IB T2a MX N0 TCGA-55-8096 719 1 67 FEMALE Stage IB T2a MX N0 TCGA-NJ-A55R 603 0 67 MALE Stage IA T1b MX N0 TCGA-91-7771 492 0 62 MALE Stage IIB T3 MX N0 TCGA-69-7760 202 0 73 MALE Stage IIB T3 M0 N0 TCGA-44-5644 863 0 51 FEMALE Stage IB T2a unknow N0 TCGA-69-7973 230 0 42 FEMALE Stage IB T2a M0 N0 TCGA-44-6145 595 0 62 FEMALE Stage IA T1 M0 N0 TCGA-64-1676 1728 0 58 MALE Stage IA T1a M0 N0 TCGA-97-7553 1870 0 58 FEMALE Stage IA T1 MX N0 TCGA-55-8511 552 0 73 FEMALE Stage IB T2a MX N0 TCGA-MP-A4TF 336 1 58 FEMALE Stage IIA T2b M0 N0 TCGA-55-8204 515 0 87 FEMALE Stage IB T2a MX N0 TCGA-55-8616 48 0 58 FEMALE Stage IB T2a M0 N0 TCGA-86-8281 0 0 75 MALE Stage IA T1 M0 NX TCGA-55-7574 995 1 64 FEMALE Stage IB T2a M0 N0 TCGA-L9-A743 664 0 56 MALE Stage IIA T2a M0 N1 TCGA-73-4670 131 0 69 FEMALE Stage IV T2 M1 N0 TCGA-50-5066 1442 0 72 MALE Stage IB T2 M0 N0 TCGA-75-5126 0 unknow FEMALE Stage IIIA T3 M0 N2 TCGA-64-5779 864 0 61 MALE Stage IIIA T2 M0 N2 TCGA-55-6543 435 0 60 FEMALE Stage IA T1b MX N0 TCGA-55-A48Z 651 0 60 FEMALE Stage IIIB T1a MX N3 TCGA-86-8278 944 0 63 FEMALE Stage IIB T2 M0 N1 TCGA-L4-A4E5 578 0 48 FEMALE Stage I T1 M0 N0 TCGA-49-4505 428 1 61 FEMALE Stage IIB T2 M0 N1 TCGA-69-7980 411 0 70 FEMALE Stage I T1b M0 N0 TCGA-55-7725 442 0 68 FEMALE Stage IA T1a MX N0 TCGA-78-7162 3169 1 75 MALE Stage IA T1 M0 N0 TCGA-80-5608 2832 0 unknow FEMALE Stage IA T1 M0 N0 TCGA-78-7159 1974 0 60 FEMALE Stage IA T1 M0 NX TCGA-MP-A4TI 429 1 72 MALE Stage IIA T2a M0 N1 TCGA-78-7542 321 1 56 MALE Stage IB T2 M0 N0 TCGA-91-6836 417 0 52 FEMALE Stage IB T2 MX N0 TCGA-78-7537 1622 1 72 MALE Stage IB T2 M0 N0 TCGA-97-7941 484 0 72 FEMALE Stage IA T1b MX N0 TCGA-MP-A4TJ 339 1 62 FEMALE Stage IA T1 M0 N0 TCGA-78-8660 321 1 69 MALE Stage IIB T2 M0 N1 TCGA-49-AARQ 6732 0 41 FEMALE Stage I T2 MX N0 TCGA-05-4415 91 1 57 MALE Stage IIIB T4 M0 N2 TCGA-86-A4JF 737 1 56 MALE Stage IIB T3 M0 N0 TCGA-86-7701 947 0 66 MALE Stage IV T2 M1 N0 TCGA-44-3918 1036 0 60 FEMALE Stage IA T1 M0 N0 TCGA-50-6597 1268 1 79 FEMALE Stage IB T2 M0 N0 TCGA-NJ-A4YI 4 1 87 FEMALE Stage IIIA T2 M0 N2 TCGA-86-8280 701 0 54 FEMALE Stage IIA T2b M0 N0 TCGA-44-2666 97 1 43 MALE Stage IB T2 M0 N0 TCGA-78-7154 593 1 72 MALE Stage IIIA T3 M0 N2 TCGA-55-A491 626 0 81 FEMALE Stage IA T1b MX N0 TCGA-05-4390 1126 0 58 FEMALE Stage IB T2 M0 N0 TCGA-05-4382 607 0 68 MALE Stage IB T2 M0 N0 TCGA-55-8206 888 0 56 MALE Stage IA T1b M0 N0 TCGA-55-7576 670 0 54 MALE Stage IB T2a M0 N0 TCGA-55-8506 11 0 62 FEMALE Stage IIB T3 MX N0 TCGA-50-5930 282 1 47 MALE Stage IIIA T2 M0 N2 TCGA-05-4403 578 0 76 MALE Stage IB T2 M0 N0 TCGA-55-7911 537 0 70 FEMALE Stage IA T1a MX N0 TCGA-78-7143 4961 1 62 FEMALE Stage IB T2 M0 N0 TCGA-62-A46P 594 1 65 MALE Stage IB T2 M0 N0 TCGA-95-8494 84 0 67 MALE Stage IIA T2a M0 N1 TCGA-35-5375 264 0 61 MALE Stage IIIA T2 M0 N2 TCGA-78-7163 7248 0 60 MALE Stage IB T2 M0 N0 TCGA-05-4417 455 0 51 FEMALE Stage IB T2 M0 N0 TCGA-91-6828 323 0 70 MALE Stage IA T1a M0 N0 TCGA-44-A47A 466 0 78 FEMALE Stage IB T2a MX N0 TCGA-L9-A443 193 1 63 FEMALE Stage IA T1a MX N0 TCGA-86-A4D0 116 1 48 MALE Stage IIA T2b M0 N0 TCGA-44-A479 486 0 73 FEMALE Stage IB T2 MX N0 TCGA-97-A4LX 614 0 81 MALE Stage IB T2a M0 N0 TCGA-49-4486 2318 1 72 MALE Stage IA T1 M0 N0 TCGA-50-5932 1235 1 75 MALE Stage IIB T2 M0 N1 TCGA-86-8073 740 0 58 MALE Stage IB T2a M0 N0 TCGA-NJ-A55O 13 0 56 FEMALE Stage IIA T1b M0 N1 TCGA-55-A494 481 0 61 FEMALE Stage IB T2a MX N0 TCGA-69-7765 165 0 56 MALE unknow T4 MX N0 TCGA-86-8672 19 1 59 MALE Stage IIB T3 M0 N0 TCGA-49-4488 869 1 74 FEMALE Stage IA T1 MX N0 TCGA-55-7903 567 0 64 MALE Stage IA T1b MX N0 TCGA-MP-A4T2 1136 1 71 MALE Stage IA T1 M0 N0 TCGA-49-4487 855 1 72 FEMALE Stage IA T1 M0 N0 TCGA-99-8033 656 1 74 FEMALE Stage IV TX M1 NX TCGA-50-5068 1499 1 59 FEMALE Stage IIB T2 MX N1 TCGA-55-6978 176 1 81 MALE Stage IIA T2b MX N0 TCGA-91-A4BC 44 0 59 MALE Stage IIA T2b MX N0 TCGA-49-4490 385 1 45 FEMALE Stage IIIA T3 M0 N2 TCGA-86-7955 1072 0 62 MALE Stage IB T2a M0 N0 TCGA-05-4430 761 0 59 FEMALE Stage IB T2 M0 N0 TCGA-44-3398 1163 0 77 FEMALE Stage IA T1b M0 N0 TCGA-49-4507 268 1 73 FEMALE Stage IIIA T3 M0 N1 TCGA-97-A4M5 634 0 83 MALE Stage IA T1b M0 N0 TCGA-49-6745 522 0 82 MALE Stage IIIA T2a M0 N2 TCGA-86-8674 806 0 50 MALE Stage IIA T2a M0 N1 TCGA-05-4384 426 0 66 MALE Stage IIIA T2 M0 N2 TCGA-69-7979 408 0 71 FEMALE Stage IB T2a MX N0 TCGA-78-7147 586 1 67 FEMALE Stage IIB T2 M0 N1 TCGA-93-7347 683 0 76 FEMALE Stage IA T1a MX N0 TCGA-49-4514 1700 0 79 FEMALE Stage IA T1 M0 N0 TCGA-49-6742 488 1 70 MALE Stage IIA T2a M0 N1 TCGA-MN-A4N1 827 0 60 MALE Stage IIA T2a M0 N1 TCGA-J2-A4AD 550 1 61 FEMALE Stage IA T1a MX N0 TCGA-78-7160 697 1 61 MALE Stage IV T4 M1 N2 TCGA-05-4397 731 1 65 MALE Stage IIB T2 M0 N1 TCGA-91-8497 434 1 75 FEMALE Stage IA T1a MX N0 TCGA-55-7283 609 0 76 FEMALE Stage IIIA T3 MX N2 TCGA-05-4244 0 0 70 MALE Stage IV T2 M1 N2 TCGA-91-6848 224 0 59 MALE Stage IIIA T2 MX N2 TCGA-MP-A4TD 307 1 71 MALE Stage IIIA T2 M0 N2 TCGA-55-8620 375 1 60 MALE Stage IV T1a M1b N1 TCGA-97-7547 1965 0 67 FEMALE Stage IB T2 MX N0 TCGA-44-6777 987 1 85 FEMALE Stage IB T2 MX NX TCGA-38-4629 864 1 68 MALE Stage IIB T3 M0 N0 TCGA-55-8097 476 0 60 FEMALE Stage IA T1a MX N0 TCGA-97-8179 435 0 72 MALE Stage IA T1a M0 N0 TCGA-78-8648 1209 1 58 FEMALE Stage IIB T3 M0 N0 TCGA-75-5125 2027 1 unknow MALE Stage IIB T2 M0 N1 TCGA-95-7944 377 0 71 MALE Stage IA T1a M0 N0 TCGA-44-6147 845 0 67 FEMALE Stage IA T1b M0 NX TCGA-55-7727 119 0 70 MALE Stage IIIA T1a MX N2 TCGA-95-7039 1272 0 54 FEMALE Stage IIB T3 MX N0 TCGA-55-6975 118 1 61 MALE Stage IIB T2 M0 N1 TCGA-05-4433 730 0 82 MALE Stage IB T2 M0 N0 TCGA-05-4427 791 0 65 FEMALE Stage IIB T2 M0 N1 TCGA-86-7711 1046 1 70 MALE Stage IIA T2a M0 N1 TCGA-69-7761 186 0 84 MALE Stage IB T2a MX N0 TCGA-44-2661 1159 0 69 FEMALE Stage IA T1 M0 N0 TCGA-55-6981 1379 1 53 FEMALE Stage IIIA T1 M0 N2 TCGA-MP-A4TH 741 0 70 FEMALE Stage IA T1a M0 N0 TCGA-55-8299 469 1 61 FEMALE Stage IA T1b MX N0 TCGA-L4-A4E6 435 0 67 MALE Stage IA T1 M0 N0 TCGA-44-A47F 337 0 74 MALE Stage IIB T2b M0 N1 TCGA-55-7913 561 1 61 FEMALE Stage IA T1b MX N0 TCGA-38-4628 1492 1 65 FEMALE Stage IIB T2 M0 N1 TCGA-67-6215 174 0 52 FEMALE Stage IB T2a M0 N0 TCGA-NJ-A7XG 617 0 49 MALE Stage IIIA T4 M0 N1 TCGA-67-3772 573 0 82 FEMALE Stage IB T2 M0 N0 TCGA-S2-AA1A 513 0 68 FEMALE Stage IA T1b M0 N0 TCGA-49-6767 677 0 46 FEMALE Stage IIB T3 MX N0 TCGA-55-6980 2109 0 56 MALE Stage IA T1 M0 N0 TCGA-44-6144 723 0 58 MALE Stage IA T1a M0 N0 TCGA-44-5645 852 0 61 FEMALE Stage IA T1 unknow NX TCGA-MP-A4T7 167 1 75 FEMALE Stage IV T2 M1 N0 TCGA-62-A46V 2199 0 78 FEMALE Stage IB T2 M0 N0 TCGA-44-6774 658 0 56 FEMALE Stage IIIA T1 M0 N2 TCGA-55-8621 515 0 75 FEMALE Stage IA T1a MX N0 TCGA-05-4396 303 1 76 MALE Stage IIIB T4 M0 N1 TCGA-55-7573 487 0 72 FEMALE Stage IA T1b MX N0 TCGA-49-AARR 4992 0 68 MALE Stage IA T1 MX N0 TCGA-97-A4M3 540 0 69 FEMALE Stage IA T1b M0 N0 TCGA-49-AARO 3759 0 39 FEMALE Stage IA T1a MX N0 TCGA-91-6830 60 0 65 FEMALE Stage IIA T1 MX N1 TCGA-38-6178 448 0 70 FEMALE Stage IIIA T2b unknow N2 TCGA-55-8091 600 0 74 MALE Stage IB T2 MX N0 TCGA-55-8507 418 0 53 MALE Stage IA T1a MX N0 TCGA-75-7030 0 unknow MALE Stage IIB T3 M0 N0 TCGA-86-A456 896 0 78 FEMALE Stage IA T1a M0 N0 TCGA-55-A492 596 0 70 FEMALE Stage IA T1a MX N0 TCGA-64-1678 1189 0 70 FEMALE unknow T2b M0 N0 TCGA-62-8399 2696 0 62 MALE Stage IIIA T2 M0 N2 TCGA-55-6985 1233 0 58 FEMALE Stage IB T2 MX N0 TCGA-44-8120 260 0 58 MALE Stage IB T2a M0 N0 TCGA-50-5935 653 1 86 FEMALE Stage IA T1 M0 N0 TCGA-50-5044 624 1 72 FEMALE Stage IIIB T4 M0 N1 TCGA-55-8085 904 0 64 MALE Stage IA T1b M0 N0 TCGA-L9-A444 307 0 60 FEMALE Stage IA T1a MX N0 TCGA-55-8615 446 0 67 MALE Stage IIIA T3 MX N2 TCGA-97-A4M0 652 0 60 FEMALE Stage IB T2a M0 N0 TCGA-95-7562 87 1 71 MALE Stage IIA T2a M0 N1 TCGA-38-4626 3674 0 57 FEMALE unknow T2b M0 N0 TCGA-67-6216 141 0 57 FEMALE Stage IA T1a M0 N0 TCGA-75-6203 0 unknow FEMALE Stage IIIA T2 M0 N2 TCGA-67-3773 427 0 84 FEMALE Stage IB T2 M0 N0 TCGA-78-7161 291 1 69 FEMALE Stage IIB T3 M0 N0 TCGA-NJ-A4YQ 1432 0 69 FEMALE Stage IA T1b M0 N0 TCGA-50-5072 250 1 74 MALE Stage IIIA T2 M0 N2 TCGA-50-5931 434 1 75 FEMALE Stage IB T2 M0 N0 TCGA-49-AARN 1135 1 56 FEMALE Stage IA T1 MX N0 TCGA-64-1681 1167 1 61 FEMALE Stage IA T1 M0 N0 TCGA-99-7458 747 0 74 FEMALE Stage IIIA T4 M0 N0 TCGA-35-4122 225 0 69 MALE Stage IA T1 M0 N0 TCGA-55-7728 704 0 64 FEMALE Stage IB T2a MX N0 TCGA-44-7672 719 0 52 FEMALE Stage IA T1b M0 N0 TCGA-44-7662 218 0 61 MALE Stage IB T2a MX N0 TCGA-86-7714 625 1 61 FEMALE Stage IIIA T1b M0 N2 TCGA-97-7552 1932 0 70 MALE Stage IB T2 MX N0 TCGA-44-5643 1013 0 53 MALE Stage IIIA T2b M0 N2 TCGA-75-7025 3305 0 unknow MALE Stage IB T2 M0 N0 TCGA-78-8655 2360 0 77 FEMALE Stage IA T1 M0 N0 TCGA-97-7937 564 0 65 MALE Stage IB T2a MX N0 TCGA-64-1679 2488 0 58 FEMALE Stage IIIA T1 M0 N2 TCGA-86-A4P8 805 0 59 FEMALE Stage IIIA T1b MX N2 TCGA-55-8205 599 0 76 FEMALE Stage IIA T2b M0 N0 TCGA-44-2668 761 1 51 MALE Stage IB T2 M0 N0 TCGA-NJ-A4YP 50 0 52 MALE Stage IB T2a M0 N0 TCGA-49-4494 1081 1 77 MALE Stage IIIA T3 M0 N2 TCGA-49-AAR9 260 1 61 MALE Stage IIB T3 MX N0 TCGA-38-4625 2973 0 66 FEMALE Stage IB T2a M0 N0 TCGA-44-7661 557 1 69 FEMALE Stage IB T2a M0 N0 TCGA-55-7726 652 0 72 FEMALE Stage IA T1b MX N0 TCGA-75-6205 1 unknow FEMALE Stage IB T2a M0 N0 TCGA-55-6972 1632 1 72 MALE Stage IB T2 M0 N0 TCGA-86-8359 444 1 52 MALE Stage IIIA T3 M0 N2 TCGA-50-6673 22 1 84 FEMALE Stage I T1 M0 N0 TCGA-44-3917 1183 0 33 FEMALE Stage IB T2 M0 N0 TCGA-95-7567 568 0 61 MALE Stage IIB T2b M0 N1 TCGA-97-8176 468 1 63 MALE Stage IIIA T3 M0 N1 TCGA-64-1677 628 1 77 FEMALE Stage IIIA T2 M0 N2 TCGA-50-5942 1847 0 67 FEMALE Stage IA T1 M0 N0 TCGA-38-4627 1147 1 64 FEMALE Stage IIA T1b M0 N1 TCGA-86-8055 124 1 79 MALE Stage IIA T2a M0 N1 TCGA-55-A4DF 440 1 88 MALE Stage IA T1b MX N0 TCGA-44-2664 1251 0 66 FEMALE Stage IA T1 M0 N0 TCGA-44-A47B 287 0 79 MALE Stage IB T2a M0 N0 TCGA-62-A46R 1725 1 54 FEMALE Stage IB T2 M0 N0 TCGA-71-8520 210 1 60 FEMALE Stage IB T2 M0 N0 TCGA-80-5611 2595 0 unknow MALE Stage IB T2 M0 N0 TCGA-05-4250 121 1 79 FEMALE Stage IIIA T3 M0 N1 TCGA-78-7158 179 1 59 FEMALE Stage IIIB T4 M0 N2 TCGA-53-7813 424 0 51 FEMALE Stage IIIB T4 M0 N0 TCGA-55-6970 464 1 67 FEMALE Stage IIIA T2 MX N2 TCGA-73-A9RS 340 1 41 MALE Stage IIB T3 M0 N0 TCGA-69-7764 414 0 75 MALE Stage IA T1b M0 N0 TCGA-55-8094 541 0 51 MALE Stage IV T2b M1b N0 TCGA-95-A4VN 553 0 62 FEMALE Stage IIA T2a M0 N1 TCGA-69-8254 409 0 85 MALE unknow T2b unknow unknow TCGA-49-AAR3 1893 0 69 MALE Stage IIB T2 MX N1 TCGA-49-4510 896 1 51 FEMALE Stage IIB T2 M0 N1 TCGA-55-7281 872 0 70 FEMALE Stage IA T1b M0 N0 TCGA-69-7763 690 0 69 MALE Stage IA T1b M0 N0 TCGA-78-7148 626 1 71 MALE Stage IIB T2 M0 N1 TCGA-97-A4M7 629 0 74 MALE Stage IA T1b M0 N0 TCGA-86-8668 423 0 61 FEMALE Stage IA T1b M0 N0 TCGA-49-AAQV 677 1 63 FEMALE Stage II T1 MX N1 TCGA-71-6725 256 0 48 FEMALE Stage IB T2 M0 N0 TCGA-55-7570 824 0 60 MALE Stage IA T1a MX N0 TCGA-05-4402 244 1 57 FEMALE Stage IV T2 M1 NX TCGA-67-4679 448 0 69 MALE unknow T3 M0 N0 TCGA-05-4422 365 0 68 MALE Stage IB T2 M0 N0 TCGA-55-7227 952 1 77 MALE Stage IIIA T3 MX N1 TCGA-55-1594 1178 0 68 MALE Stage IIIA T2 M0 N2 TCGA-49-AAR4 879 1 51 MALE Stage IIIA T2 MX N2 TCGA-62-A46Y 414 1 70 FEMALE Stage IIIA T2 M0 N2 TCGA-86-8054 1148 0 61 MALE Stage IIB T2b M0 N1 TCGA-62-A46S 1653 1 73 MALE Stage IB T2 M0 N0 TCGA-97-8177 499 0 59 FEMALE Stage IB T2a M0 N0 TCGA-05-5425 882 0 68 MALE Stage IIB T2b M0 N1 TCGA-49-6744 1683 0 64 FEMALE Stage IIA T2a MX N1 TCGA-44-6778 1864 0 59 MALE Stage IA T1 MX N0 TCGA-75-6206 2590 0 unknow MALE Stage IB T2 M0 N0 TCGA-80-5607 0 unknow FEMALE Stage IIB T2 M0 N1 TCGA-NJ-A4YF 2161 0 50 FEMALE Stage IA T1 M0 N0 TCGA-78-7220 807 1 53 FEMALE Stage IIIA T2 M0 N2 TCGA-50-6595 189 1 74 FEMALE Stage IIIA T2 M0 N2 TCGA-78-7167 2681 1 77 MALE Stage IV T2 M1 N0 TCGA-95-7948 476 0 42 FEMALE Stage IB T2a M0 N0 TCGA-75-6207 1 unknow MALE Stage IIIA T2 M0 N2 TCGA-05-4389 1369 0 70 MALE Stage IA T1 M0 N0 TCGA-05-5429 275 1 60 MALE Stage IIIA T3 M0 N2 TCGA-55-7907 343 1 77 MALE Stage IIA T2a MX N1 TCGA-67-3776 61 0 57 FEMALE Stage IIB T2 M0 N1 TCGA-73-4677 38 1 74 MALE unknow T2a M0 N0 TCGA-97-8172 545 0 75 FEMALE Stage IB T2a M0 N0 TCGA-75-5147 1333 0 unknow FEMALE Stage IB T2 M0 N0 TCGA-50-5045 2174 1 57 FEMALE unknow T2 M0 N1 TCGA-44-A4SU 409 1 67 FEMALE Stage IA T1a MX N0 TCGA-55-8301 534 0 58 MALE Stage IB T2a MX N0 TCGA-55-1596 2065 0 55 MALE Stage IIB T2 M0 N1 TCGA-55-A4DG 608 0 71 MALE Stage IA T1b MX N0 TCGA-49-AARE 1229 1 51 FEMALE Stage IA T1 MX N0 TCGA-50-6592 777 1 71 FEMALE Stage IB T2 M0 N0 TCGA-J2-A4AG 988 0 66 FEMALE Stage IA T1b MX N0 TCGA-67-3771 610 0 77 FEMALE Stage IA T1 M0 N0 TCGA-73-4662 2515 0 65 FEMALE Stage IA T1 M0 N0 TCGA-05-5420 457 0 67 MALE Stage IIIA T2 M0 N2 TCGA-86-8056 139 0 63 FEMALE Stage IIIA T4 M0 N0 TCGA-J2-A4AE 1079 0 77 FEMALE Stage IA T1a MX N0 TCGA-44-7669 574 1 59 MALE Stage IIA T1b MX N1 TCGA-44-8119 285 0 73 MALE Stage IIB T3 M0 N0 TCGA-50-5941 1474 0 55 FEMALE Stage IIIA T2a M0 N2 TCGA-64-5781 1559 0 55 FEMALE Stage IB T2 M0 N0 TCGA-73-4666 800 0 52 FEMALE Stage IV T1 M1 N0 TCGA-L9-A8F4 476 0 64 FEMALE Stage IB T2a MX N0 TCGA-69-8253 426 0 59 FEMALE Stage IIA T1a MX N1 TCGA-97-8552 626 0 55 FEMALE Stage I T1a MX N0 TCGA-44-6776 2616 0 60 FEMALE Stage IA T1 MX N0 TCGA-L9-A5IP 58 1 40 FEMALE Stage IV T3 M1b N2 TCGA-44-6148 704 0 60 MALE Stage IA T1b M0 N0 TCGA-38-4630 1073 1 75 FEMALE Stage IB T2 M0 N0 TCGA-95-7947 477 0 67 MALE Stage IA T1a M0 N0 TCGA-4B-A93V 300 1 52 FEMALE Stage IA T1b M0 N0 TCGA-86-8076 993 0 42 MALE Stage IA T1 M0 N0 TCGA-05-4410 0 0 62 MALE Stage IB T2 M0 N0 TCGA-62-A472 910 0 70 MALE Stage IIB T3 M0 N0 TCGA-55-6968 1293 1 61 MALE Stage IV T1 M1 N0 TCGA-55-8514 520 0 70 FEMALE Stage IB T2a MX N0 TCGA-75-7031 0 unknow FEMALE Stage IB T2 M0 N0 TCGA-62-8397 1289 0 70 FEMALE Stage IIB T3 M0 N0 TCGA-86-7953 997 0 69 FEMALE Stage IA T1b M0 N0 TCGA-75-5146 2368 0 unknow MALE Stage IB T2 M0 N0 TCGA-44-A47G 351 0 73 FEMALE Stage IA T1 M0 N0 TCGA-86-8671 839 0 72 FEMALE Stage IIB T2b M0 N1 TCGA-86-8358 653 0 44 MALE Stage IB T2a M0 N0 TCGA-93-A4JN 718 0 71 MALE Stage IV T2a M1a N0 TCGA-05-4432 761 0 66 MALE Stage IIB T2 M0 N1 TCGA-86-8669 938 0 64 MALE Stage IA T1b M0 N0 TCGA-95-A4VK 651 0 74 FEMALE Stage IIIA T2b M0 N2 TCGA-44-7670 882 0 47 FEMALE Stage IIA T1b M0 N1 TCGA-73-7499 1531 1 81 FEMALE Stage IB T2a M0 N0 TCGA-62-A46U 2067 0 71 FEMALE Stage IIB T2 M0 N1 TCGA-55-8508 617 0 60 FEMALE Stage IIA T2a MX N1 TCGA-44-2657 1351 0 74 FEMALE Stage IB T2 M0 NX TCGA-97-8171 568 0 81 MALE Stage IV T2a M1a N2 TCGA-50-5944 1750 0 69 FEMALE Stage IA T1 M0 N0 TCGA-78-7633 1528 1 67 MALE Stage IB T2 M0 N0 TCGA-64-5775 62 1 71 MALE Stage IIIA T4 M0 N0 TCGA-J2-8194 724 0 69 FEMALE Stage IIB T3 MX N0 TCGA-78-7539 791 0 75 FEMALE Stage IIA T2b M0 N0 TCGA-91-6829 1258 1 78 MALE Stage IB T2 MX N0 TCGA-99-8028 1118 0 50 FEMALE Stage IA T1a M0 N0 TCGA-78-7153 3635 0 65 FEMALE Stage IB T2 M0 N0 TCGA-L9-A50W 442 1 75 MALE Stage IIA T1b MX N1 TCGA-50-6594 370 1 79 FEMALE Stage IIIA T3 M0 N2 TCGA-50-5936 257 1 58 MALE Stage IIIA T2 M0 N2 TCGA-05-5428 670 0 57 MALE Stage IIA T1b M0 N1 TCGA-55-5899 930 0 58 MALE unknow T1a M0 N1 TCGA-44-7659 691 0 70 MALE Stage IA T1b MX N0 TCGA-55-7816 468 1 49 FEMALE Stage IV TX MX NX TCGA-05-4425 669 0 70 FEMALE Stage IV T2 M1 N0 TCGA-44-2665 1301 0 55 FEMALE Stage IIB T2 M0 N1 TCGA-05-4424 913 0 70 MALE Stage IIB T3 M0 N0 TCGA-78-7156 976 1 62 MALE Stage IV T4 M1 N1 TCGA-49-4512 905 1 69 FEMALE Stage IIIA T2 MX N2 TCGA-78-7536 244 1 69 MALE Stage IIIA T2 M0 N2 TCGA-97-8175 551 0 55 FEMALE Stage IB T2a M0 N0 TCGA-49-4501 1421 1 67 FEMALE Stage IB T2 M0 N0 TCGA-53-7626 929 1 76 FEMALE Stage IIA T1 M0 N1 TCGA-55-6984 760 1 71 FEMALE Stage IIB T2 M0 N1 TCGA-44-2659 1367 0 65 FEMALE Stage IIB T1 M0 N1 TCGA-MP-A4SW 1778 1 53 MALE Stage IIB T2 M0 N1 TCGA-55-A48X 689 0 63 FEMALE Stage IIA T1b M0 N1 TCGA-55-1592 701 1 65 MALE Stage IA T2 M0 N0 TCGA-86-8673 862 0 61 MALE Stage IB T2 M0 N0 TCGA-35-4123 182 0 38 MALE Stage IA T1 M0 N0 TCGA-78-8640 7062 0 59 MALE Stage IIA T1 M0 N1 TCGA-75-7027 3059 0 unknow MALE Stage IB T2 M0 N0 TCGA-99-8032 44 0 61 MALE Stage IA T1a M0 N0 TCGA-49-6761 354 0 68 FEMALE Stage IIIA T1 MX N2 TCGA-MP-A4SY 1501 1 61 MALE Stage IIB T2 M0 N1 TCGA-55-A490 99 1 78 MALE Stage IIA T2b MX N0 TCGA-93-7348 531 0 75 FEMALE Stage IA T1a MX N0 TCGA-49-AAR0 4765 0 57 MALE Stage IA T1 MX N0 TCGA-93-A4JP 578 0 64 MALE Stage IV TX M1b NX TCGA-55-6979 237 1 59 FEMALE Stage IIB T2 M0 N1 TCGA-73-7498 1189 0 58 FEMALE Stage IA T1b M0 N0 TCGA-MP-A4T8 161 1 68 MALE Stage IIIA T2 M0 N2 TCGA-50-6590 1288 1 72 FEMALE Stage IB T2 M0 N0 TCGA-64-5815 866 0 74 MALE Stage IIB T2 M0 N1 TCGA-78-7540 1197 1 66 FEMALE Stage IB T2 M0 N0 TCGA-55-8510 539 0 55 FEMALE Stage IB T2a MX N0 TCGA-44-7671 889 0 64 MALE Stage IB T2a M0 N0 TCGA-91-8496 505 0 63 FEMALE Stage IB T2a MX NX TCGA-55-8089 702 1 56 MALE Stage IA T1a M0 N0 TCGA-99-AA5R 658 0 70 FEMALE Stage IA T1a M0 N0 TCGA-55-8505 440 0 62 MALE Stage IIIA T1a MX N2 TCGA-05-5423 151 0 65 MALE Stage IIB T2 M0 N1 TCGA-55-8614 536 0 76 MALE Stage IB T2a MX N0 TCGA-50-5946 1617 0 62 MALE Stage IA T1 MX N0 TCGA-05-4245 730 0 81 MALE Stage IIIA T2 M0 N2 TCGA-91-A4BD 603 0 78 MALE Stage IIA T1b MX N1 TCGA-55-8512 607 1 41 MALE Stage IV T1a M1b N1 TCGA-NJ-A55A 15 0 76 FEMALE Stage IB T2 M0 N0 TCGA-05-4434 457 1 67 FEMALE Stage IV T4 M1 N1 TCGA-97-A4M6 568 0 45 FEMALE Stage IA T1a M0 N0 TCGA-86-7954 605 0 68 FEMALE Stage IB T2 M0 N0 TCGA-78-7150 666 1 59 MALE Stage IIB T2 M0 N1 TCGA-62-A470 1194 1 84 MALE Stage IB T2 M0 N0 TCGA-69-8255 129 0 71 MALE Stage IA T1a M0 N0 TCGA-55-8208 674 0 73 FEMALE Stage IA T1b M0 N0 TCGA-50-5051 478 1 42 FEMALE Stage IIIA T2 M0 N2 TCGA-55-7910 1040 0 50 FEMALE Stage IIA T2b M0 N0 TCGA-38-7271 800 1 72 FEMALE Stage IA T1 M0 N0 TCGA-86-8585 353 0 57 MALE Stage IB T2a M0 N0 TCGA-86-8075 694 1 66 FEMALE Stage IB T2 M0 N0 TCGA-73-4676 281 1 45 MALE Stage IIA T2a M0 N1 TCGA-50-5933 2393 1 72 MALE Stage IIIB T4 M0 N2 TCGA-73-4675 922 1 59 MALE Stage IIIA T3 M0 N1 TCGA-55-6987 2137 0 77 MALE Stage IA T1 M0 N0 TCGA-50-5055 1830 1 79 FEMALE Stage IIA T1 M0 N1 TCGA-MN-A4N5 84 0 63 MALE Stage IA T1a M0 N0 TCGA-38-A44F 133 0 80 MALE Stage IB T2a M0 N0 TCGA-55-6971 1400 0 59 FEMALE Stage IB T2 MX N0 TCGA-69-7974 184 0 54 FEMALE Stage IIIA T2a MX N2 TCGA-44-6779 500 1 50 FEMALE Stage IIB T2 MX N1 TCGA-MP-A4TC 74 1 77 MALE Stage IIIA T1 M0 N2 TCGA-55-8302 478 0 54 MALE Stage IB T2 MX N0 TCGA-67-3774 385 0 73 FEMALE Stage IB T2 M0 N0 TCGA-55-A493 28 0 54 FEMALE Stage IB T2a M0 N0 TCGA-50-7109 308 1 60 MALE Stage IA T1 M0 N0 TCGA-55-6982 995 1 79 FEMALE Stage IIB T2 M0 N1 TCGA-86-8074 24 0 62 FEMALE Stage IIA T1b M0 N1 TCGA-69-A59K 591 0 60 FEMALE Stage IIB T3 M0 N0 TCGA-55-8090 598 1 80 MALE Stage IA T1a M0 N0 TCGA-97-A4M2 624 0 66 MALE Stage IA T1a M0 N0 TCGA-MP-A4T9 1265 1 54 FEMALE Stage IIIA T2 MX N2 TCGA-MP-A4TK 582 1 56 FEMALE Stage IIB T2 MX N1 TCGA-91-6849 35 0 75 FEMALE Stage IIIA T2 MX N2 TCGA-50-6593 336 1 49 FEMALE Stage IIIA T1 M0 N2 TCGA-95-7043 503 1 63 FEMALE Stage IA T1a MX N0 TCGA-55-7724 705 0 76 FEMALE Stage IB T2a MX N0 TCGA-53-A4EZ 1071 0 63 MALE Stage IIA T2a MX N1 TCGA-44-7667 1097 0 49 FEMALE Stage IIB T3 MX N0 TCGA-44-8117 385 0 54 FEMALE Stage IB T2a M0 N0 TCGA-55-6983 2823 0 81 MALE Stage IIB T2 M0 N1 TCGA-44-6146 728 0 64 MALE Stage IIB T3 M0 N0 TCGA-55-8513 791 0 77 FEMALE Stage IIB T3 MX N0 TCGA-MP-A5C7 2248 0 76 FEMALE Stage IB T2 M0 N0 TCGA-75-6214 1115 1 unknow FEMALE Stage IIIA T2 M0 N2 TCGA-86-7713 1157 0 70 MALE Stage IIA T2b M0 N0 TCGA-75-6212 1516 1 unknow FEMALE Stage IIB T2 M0 N1 TCGA-62-8394 139 1 65 FEMALE Stage IIIB T4 M0 N2 TCGA-64-5778 1305 0 60 MALE Stage IB T2 M0 N0 TCGA-97-8174 164 1 67 MALE Stage IIA T2b M0 N0 TCGA-50-8459 1119 0 68 MALE Stage IIB T3 M0 N0 TCGA-50-8457 1125 0 63 FEMALE Stage IA T1a M0 N0 TCGA-97-A4M1 601 0 52 FEMALE Stage IA T1a M0 N0 TCGA-78-7166 258 1 84 MALE Stage IIB T2 M0 N1 TCGA-83-5908 824 0 59 FEMALE Stage IA T1 M0 N0 TCGA-05-4426 791 0 71 MALE Stage IB T2 M0 N0 TCGA-55-7995 889 0 73 FEMALE Stage IA T1b M0 N0 TCGA-93-8067 186 0 77 MALE Stage IB T2a MX N0 TCGA-55-7284 243 1 74 MALE Stage IIB T3 MX N0 TCGA-55-1595 1479 0 74 FEMALE Stage IA T1 M0 N0 TCGA-44-2655 1324 0 65 FEMALE Stage IA T1 M0 N0 TCGA-69-8453 813 0 77 MALE Stage IIB T3 MX N0 TCGA-91-6835 79 0 81 FEMALE Stage IA T1 M0 N0 TCGA-95-8039 830 0 72 MALE Stage IA T1 MX N0 TCGA-97-7938 18 1 76 FEMALE Stage IA T1a MX N0 TCGA-69-7978 134 0 59 MALE Stage IIB T2b MX N1 TCGA-55-7994 603 0 81 MALE Stage IIB T3 MX N0 TCGA-55-8619 416 0 72 FEMALE Stage IIB T3 MX N0 TCGA-78-7149 3940 0 71 MALE Stage IIIB T4 M0 N0 TCGA-38-4631 354 1 72 FEMALE Stage IB T2 M0 N0 TCGA-44-2662 1280 0 65 MALE Stage IB T2 M0 N0 TCGA-MP-A4SV 2620 1 67 MALE Stage IB T2 M0 N0 TCGA-L9-A7SV 565 0 69 MALE Stage IIA T2a M0 N1 TCGA-93-A4JQ 526 0 49 MALE Stage IA T1b MX N0 TCGA-35-3615 14 0 57 MALE Stage IB T2 M0 N0 TCGA-05-4418 274 1 69 MALE Stage IIIA T3 M0 N2 TCGA-05-4249 1523 0 67 MALE Stage IB T2 M0 N0 TCGA-MN-A4N4 1175 0 57 MALE Stage IA T1b M0 N0 TCGA-73-4658 1600 1 80 FEMALE Stage IB T2 M0 N0 TCGA-44-A4SS 415 0 73 MALE Stage IA T1b M0 N0 TCGA-95-A4VP 605 0 66 FEMALE Stage IIIA T2b M0 N2 TCGA-55-7914 187 1 71 FEMALE Stage IIA T1b MX N1 TCGA-78-7145 826 1 52 FEMALE Stage IV T4 M1 N1 TCGA-55-8092 154 1 75 MALE Stage IIB T3 MX N0 TCGA-MP-A4TE 896 1 56 MALE Stage IIA T2b MX N0 TCGA-MP-A4T4 2617 1 68 FEMALE Stage IIB T2 M0 N1 TCGA-55-8203 547 0 69 FEMALE Stage IA T1b M0 N0 TCGA-55-6712 171 1 71 MALE Stage IIA T2a MX N1 TCGA-49-6743 1621 0 81 FEMALE Stage IIIA T1 MX N2 TCGA-73-4668 467 0 66 FEMALE Stage IIB T2 M0 N1 TCGA-67-3770 610 0 70 FEMALE Stage IA T1 M0 N0 TCGA-64-1680 1126 0 63 MALE Stage IV T2a M1 N2 TCGA-05-4398 1431 0 47 FEMALE Stage IIIB T4 M0 N3 TCGA-78-7155 1171 1 68 MALE Stage IB T2 M0 N0 TCGA-78-7152 1215 1 65 MALE Stage IB T2 M0 N0 TCGA-75-6211 1 unknow FEMALE Stage IB T2 M0 N0 TCGA-MP-A4T6 1790 1 76 FEMALE Stage IIIA T1 MX N2 TCGA-55-A57B 546 0 80 FEMALE Stage IA T1b M0 N0 TCGA-44-2656 1429 0 59 MALE Stage IB T2 M0 N0 TCGA-93-A4JO 33 1 70 MALE Stage IA T1a MX N0 TCGA-78-7535 949 1 45 MALE Stage IB T2 M0 N0 TCGA-62-8398 444 1 55 MALE Stage IIIA T2 M0 N2 TCGA-91-6840 372 0 59 FEMALE Stage IA T1b M0 N0 TCGA-75-5122 1 unknow MALE Stage IB T2 M0 N0 TCGA-99-8025 1060 0 72 FEMALE Stage IIIA T3 M0 N2 TCGA-55-8207 977 0 73 MALE Stage IB T2a MX N0 TCGA-55-6969 1239 0 52 MALE Stage IB T2 M0 N0 TCGA-64-5774 2676 0 60 MALE Stage IB T2 M0 N0 TCGA-O1-A52J 1798 1 74 FEMALE Stage IA T1 MX N0 TCGA-86-6851 179 0 73 FEMALE Stage IIA T1b M0 N1 TCGA-62-8395 1216 0 80 FEMALE Stage IIB T3 M0 N0 TCGA-86-A4P7 415 0 63 FEMALE Stage IB T2a M0 N0 TCGA-91-6831 310 0 66 MALE Stage IB T2 MX N0 TCGA-05-4420 912 0 41 MALE Stage IB T2 M0 N0 TCGA-05-4395 0 1 76 MALE Stage IIIB T4 M0 N2 TCGA-67-6217 422 0 73 FEMALE Stage IIA T2a M0 N1 TCGA-44-4112 808 1 60 FEMALE Stage IB T2a M0 N0 TCGA-49-AAR2 2224 0 64 MALE Stage IB T2 MX N0 TCGA-62-A46O 1454 1 65 FEMALE Stage IB T2 M0 N0 TCGA-44-7660 592 0 72 MALE Stage IB T2 MX N0 TCGA-44-3919 1026 1 71 FEMALE Stage IA T1 M0 N0 TCGA-44-6775 705 0 72 FEMALE Stage IB T2a MX N0 TCGA-97-7554 775 0 83 FEMALE Stage IIIA T2a M0 N2 TCGA-86-6562 376 1 52 MALE Stage IIA T2a M0 N1 TCGA-55-6642 2449 0 63 MALE Stage IB T2 MX N0 TCGA-62-A471 1246 0 64 MALE Stage IIB T2b M0 N1 TCGA-05-5715 62 0 69 FEMALE Stage IB T2a M0 N0