"Supplementary Table 1. Table of risk scores, risk grades, and clinical factors for all patients." id WDR86 UHRF1 TRIM2 TRIM17 RNF144B riskScore risk futime fustat age gender stage T M N TCGA-64-1678 0.8870105 3.227534 9.760979 0.6013778 0.7051046 1.67553561 high 1189 0 70 FEMALE unknow T2b M0 N0 TCGA-44-8117 0.57856072 2.45764932 24.61703891 0.18377887 1.7417578 1.070359271 high 385 0 54 FEMALE Stage IB T2a M0 N0 TCGA-44-2662 5.384953941 5.455046441 45.4633323 2.508657141 9.721924989 0.386774791 low 480 0 65 MALE Stage IB T2 M0 N0 TCGA-91-6849 0.6282466 0.33190205 10.41129927 0.17608368 6.64784907 0.914516563 low 35 0 75 FEMALE Stage IIIA T2 MX N2 TCGA-91-A4BD 3.98522221 0.34734362 4.29263363 0.69600441 3.91792617 0.852158531 low 603 0 78 MALE Stage IIA T1b MX N1 TCGA-62-A46S 0.74444991 0.630443284 5.327624774 1.012751856 5.855030672 1.17694151 high 1653 1 73 MALE Stage IB T2 M0 N0 TCGA-44-2666 0.452872023 3.384597203 21.54908015 1.528112443 6.236641603 1.111587534 high 97 1 43 MALE Stage IB T2 M0 N0 TCGA-99-8033 0.99979015 6.1488146 3.86733397 8.64101834 5.41208217 4.186411874 high 656 1 74 FEMALE Stage IV TX M1 NX TCGA-55-7574 2.5610173 2.59623923 13.58686299 1.13460919 6.3716463 0.908054159 low 995 1 64 FEMALE Stage IB T2a M0 N0 TCGA-91-6835 0.78839902 3.6744775 19.69333887 0.52524673 7.7228665 0.939863477 low 79 0 81 FEMALE Stage IA T1 M0 N0 TCGA-62-8399 7.768543971 3.694739393 4.19388703 1.195982855 6.761998608 0.628352595 low 2696 0 62 MALE Stage IIIA T2 M0 N2 TCGA-MP-A4TI 1.3977847 6.1777501 4.38360121 0.31994408 4.8571441 1.717703738 high 429 1 72 MALE Stage IIA T2a M0 N1 TCGA-55-8510 3.07177357 3.25080379 10.73501881 1.60185553 7.75042487 0.927102849 low 539 0 55 FEMALE Stage IB T2a MX N0 TCGA-55-8085 0.63812234 2.69184655 6.07152909 2.38426512 5.60919004 1.624343124 high 904 0 64 MALE Stage IA T1b M0 N0 TCGA-55-7995 4.33395954 6.57374523 15.76584591 2.46406892 5.81658288 1.141390881 high 889 0 73 FEMALE Stage IA T1b M0 N0 TCGA-55-6987 3.36755162 2.6365757 7.24879678 0.52851943 6.85647542 0.863050326 low 2137 0 77 MALE Stage IA T1 M0 N0 TCGA-78-7154 0.10799056 7.49635069 15.17306299 0.0647828 4.32605384 1.78563961 high 593 1 72 MALE Stage IIIA T3 M0 N2 TCGA-49-4494 0.18023999 5.201638532 14.05377146 0.068479004 8.690346872 1.169054268 high 1081 1 77 MALE Stage IIIA T3 M0 N2 TCGA-05-4430 1.593894004 2.702139174 15.52953352 1.74547196 4.792236507 1.155544465 high 761 0 59 FEMALE Stage IB T2 M0 N0 TCGA-49-AAR3 0.40713736 9.44426662 6.21748619 5.00272817 5.106035 3.908329984 high 1893 0 69 MALE Stage IIB T2 MX N1 TCGA-38-7271 0.11714371 1.50609443 13.21171518 0.06676003 11.16810819 0.768941514 low 800 1 72 FEMALE Stage IA T1 M0 N0 TCGA-91-6831 7.230555272 9.320544111 8.918630006 0.531110234 2.982109205 1.114503547 high 310 0 66 MALE Stage IB T2 MX N0 TCGA-55-8616 4.494322703 1.292629044 14.63762176 1.91505982 11.0883536 0.519075197 low 48 0 58 FEMALE Stage IB T2a M0 N0 TCGA-86-7711 4.59088898 2.617553082 0.561867412 2.579017921 5.506705319 1.14447875 high 630 0 70 MALE Stage IIA T2a M0 N1 TCGA-95-7043 0.39472858 2.64064853 11.41382665 0.16996618 3.18742375 1.357223351 high 2 0 63 FEMALE Stage IA T1a MX N0 TCGA-86-8669 0.63406192 1.34618903 11.45696475 0.52333587 1.89652007 1.323655545 high 938 0 64 MALE Stage IA T1b M0 N0 TCGA-44-A47A 1.54531139 2.56068069 10.66589359 0.80180466 5.98384146 1.080087639 high 466 0 78 FEMALE Stage IB T2a MX N0 TCGA-55-7816 0.90574257 0.62836038 11.65033031 1.22623366 5.82848331 1.030691152 high 468 1 49 FEMALE Stage IV TX MX NX TCGA-44-7671 0.34673931 2.11416267 6.16140339 0.21103577 7.80257212 1.127077986 high 535 0 64 MALE Stage IB T2a M0 N0 TCGA-78-8640 1.42718386 5.7094106 12.47885464 0.4680599 14.93517274 0.785543936 low 6528 0 59 MALE Stage IIA T1 M0 N1 TCGA-05-4433 0.394052 2.0405556 14.9249653 0.1585198 5.7963608 1.029572229 high 730 0 82 MALE Stage IB T2 M0 N0 TCGA-55-7570 0.27414338 5.0861008 4.23149427 0.24172039 3.65806365 1.925478107 high 824 0 60 MALE Stage IA T1a MX N0 TCGA-50-5066 2.28632748 3.262435315 13.26825143 0.415426885 8.60563046 0.814789423 low 944 0 72 MALE Stage IB T2 M0 N0 TCGA-55-8097 1.00368022 0.72675924 23.99969685 0.56416033 7.55853105 0.664540326 low 476 0 60 FEMALE Stage IA T1a MX N0 TCGA-91-6840 0.33127791 2.72720461 10.66374231 2.35496667 8.04562104 1.327591357 high 372 0 59 FEMALE Stage IA T1b M0 N0 TCGA-78-8660 0.55630817 5.26747536 13.64169127 0.58984039 9.42244671 1.145549715 high 321 1 69 MALE Stage IIB T2 M0 N1 TCGA-44-A47B 1.2249041 2.453167937 67.27180561 0.407673494 3.377003086 0.366843936 low 287 0 79 MALE Stage IB T2a M0 N0 TCGA-44-5645 1.505831137 1.219361563 45.64929112 1.548300187 19.96995232 0.220706328 low 383 0 61 FEMALE Stage IA T1 unknow NX TCGA-73-7498 7.89281204 0.53634414 8.02669837 2.98917696 4.72293768 0.596578241 low 1189 0 58 FEMALE Stage IA T1b M0 N0 TCGA-L9-A7SV 0.386642682 2.571227665 8.903705975 0.589242801 3.187764084 1.489494472 high 565 0 69 MALE Stage IIA T2a M0 N1 TCGA-44-6147 1.300816063 1.124045077 41.9407816 1.64692359 22.47835703 0.212702249 low 441 0 67 FEMALE Stage IA T1b M0 NX TCGA-73-4675 3.8067301 1.16653886 12.40542935 0.54410641 2.81215866 0.820472117 low 40 0 59 MALE Stage IIIA T3 M0 N1 TCGA-50-5930 0.78723193 1.86716225 5.72104834 0.75560812 5.08334451 1.307250735 high 282 1 47 MALE Stage IIIA T2 M0 N2 TCGA-50-5931 0.41846514 6.05320926 8.01313538 9.24643339 22.28826421 1.642060587 high 434 1 75 FEMALE Stage IB T2 M0 N0 TCGA-62-A46P 3.225528056 1.480457728 10.27645543 8.193736836 2.698438168 2.111060257 high 594 1 65 MALE Stage IB T2 M0 N0 TCGA-50-6595 0.31933359 6.64003969 3.22019199 0.24816511 6.68661818 1.866811883 high 189 1 74 FEMALE Stage IIIA T2 M0 N2 TCGA-62-8394 0.65347904 3.86993159 6.5427853 1.80238334 3.91766432 1.833725656 high 139 1 65 FEMALE Stage IIIB T4 M0 N2 TCGA-MP-A4TD 2.58897959 2.65107956 4.82209977 3.25921551 2.66159358 1.696123165 high 307 1 71 MALE Stage IIIA T2 M0 N2 TCGA-91-6830 0.2140326 1.6682893 5.2166572 2.6936555 12.0633106 1.141382273 high 60 0 65 FEMALE Stage IIA T1 MX N1 TCGA-44-2657 1.9508526 1.3068592 10.0252099 1.507652 8.7947039 0.860282097 low 400 0 74 FEMALE Stage IB T2 M0 NX TCGA-55-8621 1.2361102 1.76902675 8.73142128 0.97693619 11.96055765 0.791171762 low 515 0 75 FEMALE Stage IA T1a MX N0 TCGA-86-8668 1.587407594 1.533092475 16.14926697 0.288721679 10.64304172 0.636110701 low 423 0 61 FEMALE Stage IA T1b M0 N0 TCGA-05-4425 0.16520443 2.441210936 12.99665961 0.030127924 6.904208228 1.055992732 high 669 0 70 FEMALE Stage IV T2 M1 N0 TCGA-MP-A5C7 0.3850833 0.7518124 13.25527 3.35559 3.488119 1.531823644 high 1862 0 76 FEMALE Stage IB T2 M0 N0 TCGA-64-1681 0.53635069 1.08183525 6.92419436 0.72370795 11.46754346 0.849836743 low 1167 1 61 FEMALE Stage IA T1 M0 N0 TCGA-95-7947 0.185757971 6.941673426 9.749685714 0.336000577 17.92415768 0.891808277 low 40 0 67 MALE Stage IA T1a M0 N0 TCGA-44-6775 1.471941787 6.492058697 30.5779006 1.291235786 20.39862925 0.448094401 low 370 0 72 FEMALE Stage IB T2a MX N0 TCGA-97-A4M6 1.9221795 0.97404 21.960419 5.8130898 7.3640939 1.103663981 high 568 0 45 FEMALE Stage IA T1a M0 N0 TCGA-38-4632 0.97110041 2.13194957 13.90747024 0.48663558 2.38126828 1.2439186 high 1357 1 42 MALE Stage IV T2 M1 N1 TCGA-69-8255 0.1485412 4.389549 1.216123 0.3445542 2.82455 2.090915091 high 129 0 71 MALE Stage IA T1a M0 N0 TCGA-L9-A5IP 0.24410405 4.86678553 1.28755336 11.11311164 5.32279635 5.687903394 high 58 1 40 FEMALE Stage IV T3 M1b N2 TCGA-55-7994 0.265586346 4.32793743 19.04150252 0.37945907 2.616201701 1.418375565 high 603 0 81 MALE Stage IIB T3 MX N0 TCGA-55-7281 0.691227566 2.329708552 17.7094111 2.495937798 7.441234249 1.109629685 high 872 0 70 FEMALE Stage IA T1b M0 N0 TCGA-91-6847 5.75274622 9.09165843 6.4596569 0.12133882 16.21892163 0.618374762 low 842 0 62 FEMALE Stage IB T2 MX N0 TCGA-44-2668 1.355055617 10.26945512 10.47641107 2.184764741 15.22793949 1.411446813 high 246 0 51 MALE Stage IB T2 M0 N0 TCGA-69-7764 0.1770577 1.206126 4.51684951 0.43725467 6.5491163 1.218647508 high 414 0 75 MALE Stage IA T1b M0 N0 TCGA-55-8089 0.64666249 4.31312296 1.46984717 0.21058972 8.06224191 1.41650058 high 702 1 56 MALE Stage IA T1a M0 N0 TCGA-MN-A4N4 7.04084508 3.10452053 1.32542662 21.65318326 28.90260684 1.629058703 high 1175 0 57 MALE Stage IA T1b M0 N0 TCGA-55-1596 0.27894467 3.93584327 12.42277521 1.02361274 4.35430563 1.529882297 high 2065 0 55 MALE Stage IIB T2 M0 N1 TCGA-83-5908 0.957292 14.10477541 22.04073855 0.40668967 8.78308225 1.905472193 high 824 0 59 FEMALE Stage IA T1 M0 N0 TCGA-05-4415 0.2619197 8.331696 1.413063 0.1931699 1.404646 3.026540361 high 91 1 57 MALE Stage IIIB T4 M0 N2 TCGA-55-8507 7.6594702 2.918374513 7.863476167 5.93051867 4.110396567 1.052749701 high 418 0 53 MALE Stage IA T1a MX N0 TCGA-55-6982 1.31697782 4.01385564 32.32119525 0.32676734 4.53666722 0.811627518 low 995 1 79 FEMALE Stage IIB T2 M0 N1 TCGA-05-4397 1.13312319 4.60230132 8.55436228 0.49499186 4.86037865 1.452356063 high 731 1 65 MALE Stage IIB T2 M0 N1 TCGA-73-4662 0.4767673 2.17350291 27.9944057 0.17510135 4.34664375 0.846547408 low 912 0 65 FEMALE Stage IA T1 M0 N0 TCGA-97-8552 6.60732339 0.62199372 13.83253448 1.13661754 8.84345057 0.404169005 low 626 0 55 FEMALE Stage I T1a MX N0 TCGA-86-8075 1.74088027 3.73232597 7.02960916 0.53659685 16.85690451 0.651867745 low 479 0 66 FEMALE Stage IB T2 M0 N0 TCGA-49-4507 0.3499499 5.159428 1.332316 3.039946 2.559449 2.910987905 high 268 1 73 FEMALE Stage IIIA T3 M0 N1 TCGA-49-4510 9.735221917 0.299941441 7.695653167 7.148435055 4.689293582 0.724409046 low 896 1 51 FEMALE Stage IIB T2 M0 N1 TCGA-MP-A4TA 1.40771113 6.80575592 2.67099547 12.10416071 3.39666058 6.938095454 high 950 1 75 FEMALE Stage IA T1 M0 N0 TCGA-55-6970 0.15347836 2.87464098 8.11490921 0.62293635 6.13133933 1.353578685 high 464 1 67 FEMALE Stage IIIA T2 MX N2 TCGA-49-AARN 8.5373959 2.5021991 16.0157745 0.6081812 4.1979829 0.438168551 low 1135 1 56 FEMALE Stage IA T1 MX N0 TCGA-78-7145 0.612964284 4.069517923 16.24274531 0.081396687 3.813402002 1.278538934 high 826 1 52 FEMALE Stage IV T4 M1 N1 TCGA-67-3771 0.52729731 1.79392597 8.82882041 3.51636828 14.42196346 0.975629557 low 610 0 77 FEMALE Stage IA T1 M0 N0 TCGA-55-5899 0.19570435 3.40062599 22.06892117 0.06373236 3.99810621 1.110313372 high 930 0 58 MALE unknow T1a M0 N1 TCGA-97-8174 1.421918992 0.791111411 10.72893045 4.674604658 6.636443033 1.365235266 high 164 1 67 MALE Stage IIA T2b M0 N0 TCGA-78-7153 0.179743494 2.8962284 9.990937523 0.313708883 2.194694108 1.577414677 high 760 0 65 FEMALE Stage IB T2 M0 N0 TCGA-50-6592 1.56446921 3.68143163 5.04112402 1.81630146 3.23995557 1.735278916 high 777 1 71 FEMALE Stage IB T2 M0 N0 TCGA-95-7039 7.64281998 3.82002735 22.55313788 0.14295407 7.22822753 0.378723978 low 34 0 54 FEMALE Stage IIB T3 MX N0 TCGA-05-4434 0.520486 3.1890234 5.4104522 3.0819977 7.8628506 1.643806435 high 457 1 67 FEMALE Stage IV T4 M1 N1 TCGA-44-6776 0.24375955 0.7663857 14.07073769 0.32124835 9.25046279 0.80232046 low 1938 0 60 FEMALE Stage IA T1 MX N0 TCGA-05-4384 1.89577517 0.75641991 5.38639974 0.62679665 7.68432615 0.890352954 low 426 0 66 MALE Stage IIIA T2 M0 N2 TCGA-97-A4M1 0.86874792 0.28312917 7.42989217 0.70038277 8.69714629 0.884654505 low 601 0 52 FEMALE Stage IA T1a M0 N0 TCGA-86-A4D0 0.22281297 7.26595387 7.30375107 0.14765208 2.23922607 2.328863125 high 116 1 48 MALE Stage IIA T2b M0 N0 TCGA-67-3773 0.316377372 0.412276076 2.341296387 0.085406684 7.683737285 1.062421236 high 427 0 84 FEMALE Stage IB T2 M0 N0 TCGA-50-6594 7.443187 4.01318402 38.41438362 10.87390296 0.86145982 1.234006348 high 370 1 79 FEMALE Stage IIIA T3 M0 N2 TCGA-44-4112 0.554350215 1.810385595 44.47387248 1.95745728 12.71475597 0.423777925 low 370 0 60 FEMALE Stage IB T2a M0 N0 TCGA-55-7724 0.09825 0.7293479 15.34478375 0.17419898 13.34220433 0.616274153 low 705 0 76 FEMALE Stage IB T2a MX N0 TCGA-49-6767 0.612437435 4.094491403 9.165936274 1.420179627 1.336747998 1.978594741 high 677 0 46 FEMALE Stage IIB T3 MX N0 TCGA-97-7552 0.6383978 1.2074187 19.0888389 0.3297137 9.4630444 0.702856228 low 1932 0 70 MALE Stage IB T2 MX N0 TCGA-91-7771 0.20203417 0.82287292 12.0223862 1.87711426 6.98975416 1.13406537 high 492 0 62 MALE Stage IIB T3 MX N0 TCGA-67-3770 0.17011797 0.23223961 7.87557913 0.48985253 10.77502023 0.825601096 low 610 0 70 FEMALE Stage IA T1 M0 N0 TCGA-78-8662 3.529356522 2.803796034 6.329951549 1.214577689 12.12462717 0.693194743 low 3361 1 53 FEMALE Stage IB T2 M0 N0 TCGA-55-7914 0.395566918 1.420013114 38.57258821 2.732113456 12.35539193 0.526064704 low 187 1 71 FEMALE Stage IIA T1b MX N1 TCGA-MP-A4SW 9.40768153 3.41284271 5.36738701 0.83621148 4.97648524 0.521973865 low 1778 1 53 MALE Stage IIB T2 M0 N1 TCGA-44-3919 1.48232798 3.780979 18.98354331 0.55771655 7.35504989 0.9054914 low 190 0 71 FEMALE Stage IA T1 M0 N0 TCGA-69-8253 0.788400808 0.429014515 15.86319947 0.431204461 4.154693544 0.952738404 low 426 0 59 FEMALE Stage IIA T1a MX N1 TCGA-55-8096 1.82780674 1.38461361 13.39927971 3.20802436 5.09492395 1.207455719 high 719 1 67 FEMALE Stage IB T2a MX N0 TCGA-44-3917 8.296320665 4.93285806 12.69402212 2.60736241 4.830482255 0.701916019 low 392 0 33 FEMALE Stage IB T2 M0 N0 TCGA-05-4426 0.726817121 2.876263989 4.21569427 0.985152893 4.600782063 1.555733184 high 791 0 71 MALE Stage IB T2 M0 N0 TCGA-73-4677 0.93058429 0.24824789 14.41828689 0.75854494 5.35046158 0.91889794 low 38 1 74 MALE unknow T2a M0 N0 TCGA-69-7765 4.74212243 1.44780815 38.61037932 0.40202905 3.52197303 0.402046066 low 165 0 56 MALE unknow T4 MX N0 TCGA-50-7109 4.06774608 2.62400031 9.84823538 0.62179193 7.6178484 0.722389945 low 308 1 60 MALE Stage IA T1 M0 N0 TCGA-NJ-A4YP 1.741174969 3.227382704 16.75868805 0.530479602 3.271443602 1.10981967 high 50 0 52 MALE Stage IB T2a M0 N0 TCGA-55-A57B 0.4731436 1.25473677 16.13012021 0.32826207 16.14628567 0.521932007 low 546 0 80 FEMALE Stage IA T1b M0 N0 TCGA-55-8208 1.87006975 2.49163557 8.88962173 0.69663659 7.18207262 0.989515403 high 674 0 73 FEMALE Stage IA T1b M0 N0 TCGA-69-7978 4.46941527 2.71823512 8.59538035 0.26009255 3.97531635 0.845656433 low 134 0 59 MALE Stage IIB T2b MX N1 TCGA-49-AAQV 2.1922487 3.9979931 14.0712658 4.2272843 4.2564269 1.643226415 high 677 1 63 FEMALE Stage II T1 MX N1 TCGA-44-7670 1.1352233 9.298774 15.8449839 2.0428192 2.7640473 2.413548951 high 531 0 47 FEMALE Stage IIA T1b M0 N1 TCGA-55-7727 1.24834074 1.41259412 31.21409464 0.56423565 4.87757482 0.681294811 low 119 0 70 MALE Stage IIIA T1a MX N2 TCGA-50-5049 3.0677772 2.6249494 8.6262429 0.1844221 12.1484052 0.617617688 low 2146 0 70 MALE Stage IA T2 M0 N0 TCGA-50-5942 0.92391488 0.4274809 15.83446431 0.23899585 8.81752683 0.702116819 low 883 0 67 FEMALE Stage IA T1 M0 N0 TCGA-55-7910 11.19850839 3.62706931 11.39878542 2.02463877 1.4333643 0.518778998 low 1040 0 50 FEMALE Stage IIA T2b M0 N0 TCGA-50-5044 0.38589822 5.01853831 1.8241108 0.10996141 1.92587107 2.168327617 high 624 1 72 FEMALE Stage IIIB T4 M0 N1 TCGA-55-7573 1.92385613 0.62369333 31.80364869 0.56313295 11.42463949 0.397617955 low 487 0 72 FEMALE Stage IA T1b MX N0 TCGA-05-5425 0.14547193 3.71859359 5.96348488 2.35015489 5.3083118 1.907958724 high 882 0 68 MALE Stage IIB T2b M0 N1 TCGA-86-8073 0.74717008 1.82131152 18.62721821 1.21814325 11.08378045 0.735550153 low 740 0 58 MALE Stage IB T2a M0 N0 TCGA-05-5423 1.75047634 0.47385237 17.61192341 1.01001208 5.63623695 0.797099593 low 151 0 65 MALE Stage IIB T2 M0 N1 TCGA-78-7152 0.11343512 2.52081509 13.7892497 0.55243378 7.98599953 1.043084012 high 1202 0 65 MALE Stage IB T2 M0 N0 TCGA-62-A46R 3.88846151 2.1417454 33.62149052 0.59982727 5.34160122 0.483940815 low 1725 1 54 FEMALE Stage IB T2 M0 N0 TCGA-86-8280 3.59647695 1.83860283 18.00346627 1.21406474 7.5631194 0.642689745 low 701 0 54 FEMALE Stage IIA T2b M0 N0 TCGA-93-A4JO 1.19753419 3.571284777 9.340073797 2.99083747 10.99579364 1.184780999 high 33 1 70 MALE Stage IA T1a MX N0 TCGA-49-4490 2.446903 0.7650222 5.8766793 0.8190664 12.6954096 0.629214996 low 385 1 45 FEMALE Stage IIIA T3 M0 N2 TCGA-05-5715 0.24238776 1.86576436 32.99655597 0.0952665 9.22902111 0.570923506 low 62 0 69 FEMALE Stage IB T2a M0 N0 TCGA-38-4631 0.29500717 2.3253986 3.58645917 0.22096317 1.60055863 1.746472465 high 354 1 72 FEMALE Stage IB T2 M0 N0 TCGA-44-8120 14.35767296 1.59788258 9.46742738 1.16835659 10.22522594 0.170782765 low 260 0 58 MALE Stage IB T2a M0 N0 TCGA-55-7283 0.44958341 2.83551651 58.06832705 0.88286796 8.6307831 0.394162195 low 609 0 76 FEMALE Stage IIIA T3 MX N2 TCGA-53-7624 0.2469451 6.35988193 0.80365037 3.88664431 2.95621389 3.510551219 high 1043 1 40 FEMALE Stage IV T2 M1 N0 TCGA-97-7938 0.19521815 0.78308639 34.7482722 0.61381813 9.38990515 0.529290574 low 18 1 76 FEMALE Stage IA T1a MX N0 TCGA-78-7146 0.16760759 6.45916143 6.7113646 0.2753204 3.10877362 2.142992544 high 173 1 71 FEMALE Stage IIIA T2 M0 N2 TCGA-49-4501 0.59932978 0.56353101 22.98744607 0.08618732 8.91607885 0.619934712 low 1421 1 67 FEMALE Stage IB T2 M0 N0 TCGA-49-6744 2.65222599 1.46832933 13.23843035 0.5914564 13.03022082 0.531046289 low 890 0 64 FEMALE Stage IIA T2a MX N1 TCGA-73-4668 2.85387291 2.55787916 12.15045234 0.80248873 3.12893955 1.048852026 high 467 0 66 FEMALE Stage IIB T2 M0 N1 TCGA-55-A48Z 3.75019357 2.8998504 6.80423438 1.3869928 3.22883153 1.144494215 high 651 0 60 FEMALE Stage IIIB T1a MX N3 TCGA-50-5045 1.190163457 1.860518023 5.018961392 0.115987104 5.18616564 1.173813718 high 2174 1 57 FEMALE unknow T2 M0 N1 TCGA-55-A491 1.704678299 5.1225615 3.524866345 3.846321854 10.89710099 1.573733402 high 626 0 81 FEMALE Stage IA T1b MX N0 TCGA-50-5068 0.7229138 0.83879278 22.92614159 0.34332293 4.3915841 0.833690531 low 1499 1 59 FEMALE Stage IIB T2 MX N1 TCGA-73-4666 0.475479789 9.513554451 35.39864988 0.308705964 5.20894171 1.268068189 high 800 0 52 FEMALE Stage IV T1 M1 N0 TCGA-55-8087 3.80752033 0.41887727 62.6721853 0.61505976 3.23730161 0.256743703 low 462 0 59 FEMALE Stage IB T2a MX N0 TCGA-64-1680 6.56668268 0.84521576 33.43287913 0.65368434 4.1399566 0.338237145 low 1126 0 63 MALE Stage IV T2a M1 N2 TCGA-97-A4LX 1.54601673 1.89846016 3.36749864 1.13323151 4.41355224 1.356938207 high 614 0 81 MALE Stage IB T2a M0 N0 TCGA-50-5055 1.09376871 1.71941716 12.54905222 0.26638341 6.07804276 0.963223856 low 1830 1 79 FEMALE Stage IIA T1 M0 N1 TCGA-44-6779 0.0740949 2.54067741 4.27001932 0.06333986 9.09775844 1.14899377 high 500 1 50 FEMALE Stage IIB T2 MX N1 TCGA-55-A494 7.33538304 3.361614573 54.28277666 3.445114699 0.630665783 0.39437279 low 481 0 61 FEMALE Stage IB T2a MX N0 TCGA-50-6590 5.04157728 11.19491198 0.558963708 2.205527744 3.091099066 2.411402638 high 1288 1 72 FEMALE Stage IB T2 M0 N0 TCGA-78-7158 0.158882789 1.466480865 12.9033516 0.336317684 9.812095793 0.853637646 low 179 1 59 FEMALE Stage IIIB T4 M0 N2 TCGA-MN-A4N5 14.75548376 5.21696235 18.06067878 6.41297125 3.41277108 0.46386443 low 84 0 63 MALE Stage IA T1a M0 N0 TCGA-55-6642 3.05758209 3.44587562 19.62927003 0.18791791 2.6470198 0.902782889 low 2449 0 63 MALE Stage IB T2 MX N0 TCGA-91-A4BC 21.69801726 6.17348601 2.76655924 3.7492332 2.86192741 0.231229656 low 44 0 59 MALE Stage IIA T2b MX N0 TCGA-67-6217 1.8932592 0.61216679 46.32653677 0.3752924 8.99072282 0.329040437 low 422 0 73 FEMALE Stage IIA T2a M0 N1 TCGA-67-6215 0.57290508 3.06499099 45.61618506 1.755364329 2.890769932 0.788765294 low 174 0 52 FEMALE Stage IB T2a M0 N0 TCGA-86-8358 0.9763836 16.722184 4.679728 0.3709597 3.6342622 4.588871088 high 653 0 44 MALE Stage IB T2a M0 N0 TCGA-86-8671 1.13767 1.93908635 6.90403182 2.2903897 6.4792995 1.328349204 high 839 0 72 FEMALE Stage IIB T2b M0 N1 TCGA-L9-A443 4.41288809 1.07254632 6.9351268 2.10466679 3.16474608 0.979446784 low 193 1 63 FEMALE Stage IA T1a MX N0 TCGA-86-8055 1.28455716 3.36268817 9.35912835 0.28782131 8.61394466 0.997812327 high 124 1 79 MALE Stage IIA T2a M0 N1 TCGA-95-7562 0.58798666 9.03975182 5.17882915 0.08008506 10.48427543 1.662271254 high 87 1 71 MALE Stage IIA T2a M0 N1 TCGA-71-8520 0.81346134 5.34549199 45.31669474 0.39259009 4.08323393 0.752163605 low 210 1 60 FEMALE Stage IB T2 M0 N0 TCGA-05-4398 8.11155066 4.29845509 10.32606269 2.26264029 4.94563014 0.687757602 low 1431 0 47 FEMALE Stage IIIB T4 M0 N3 TCGA-J2-A4AG 0.56434118 1.22511317 38.54836124 0.16080861 7.266066 0.520866803 low 500 0 66 FEMALE Stage IA T1b MX N0 TCGA-05-4405 1.06748624 3.45790472 19.50740308 0.24887407 5.91513958 0.96592968 low 610 0 74 FEMALE Stage IB T2 M0 N0 TCGA-67-3772 0.49825559 0.69665273 26.76264436 0.41501135 11.3513845 0.526000389 low 573 0 82 FEMALE Stage IB T2 M0 N0 TCGA-35-5375 0.133321496 1.064036495 21.12100213 0.268851335 10.73896473 0.653401904 low 264 0 61 MALE Stage IIIA T2 M0 N2 TCGA-44-5644 3.0087418 3.941481 2.58380182 0.13292074 1.0145915 1.491989898 high 498 0 51 FEMALE Stage IB T2a unknow N0 TCGA-86-A4P8 0.90629354 0.56196658 3.51682936 0.71735467 23.72938591 0.412502618 low 431 0 59 FEMALE Stage IIIA T1b MX N2 TCGA-O1-A52J 6.352174839 0.894789996 19.52135301 0.669510229 5.130449069 0.445278543 low 1798 1 74 FEMALE Stage IA T1 MX N0 TCGA-78-7536 6.172502023 7.389394393 17.44631148 0.07937374 7.294611969 0.671700981 low 244 1 69 MALE Stage IIIA T2 M0 N2 TCGA-55-6981 3.09219995 4.87645519 10.52681403 0.47142732 13.40561874 0.680644865 low 1379 1 53 FEMALE Stage IIIA T1 M0 N2 TCGA-78-7156 0.1795146 0.2116493 1.277878 0.9938212 8.181422 1.161518379 high 976 1 62 MALE Stage IV T4 M1 N1 TCGA-55-8514 0.90687864 0.81227403 6.16538005 1.6105828 9.7457187 0.977559048 low 520 0 70 FEMALE Stage IB T2a MX N0 TCGA-55-6712 0.40393801 4.3736919 23.5893292 0.03758428 8.39390122 0.877448891 low 171 1 71 MALE Stage IIA T2a MX N1 TCGA-NJ-A55R 0.38390328 0.97519276 6.99202963 1.03162632 2.57285577 1.478613002 high 603 0 67 MALE Stage IA T1b MX N0 TCGA-95-A4VK 0.36052725 2.18417902 29.21496089 10.05825061 6.37585163 2.080309243 high 651 0 74 FEMALE Stage IIIA T2b M0 N2 TCGA-86-8056 0.240359586 1.080326178 36.55011364 0.227657858 11.39671232 0.443847208 low 139 0 63 FEMALE Stage IIIA T4 M0 N0 TCGA-55-8090 0.59535923 5.80018931 13.40764415 0.53929944 4.20677653 1.608385936 high 598 1 80 MALE Stage IA T1a M0 N0 TCGA-MP-A4TH 1.3424977 0.65058123 28.26303166 2.54837406 6.5785284 0.751319851 low 446 0 70 FEMALE Stage IA T1a M0 N0 TCGA-44-6145 0.8787856 3.66261353 2.47026275 1.8349321 10.71639382 1.297584104 high 328 0 62 FEMALE Stage IA T1 M0 N0 TCGA-55-A48Y 0.47166971 4.10935339 10.44036383 2.96655845 11.93241515 1.24984703 high 630 0 69 MALE Stage IIA T2b M0 N0 TCGA-78-7150 1.26799074 3.77721261 4.49464047 0.62546626 1.60704198 1.782247979 high 666 1 59 MALE Stage IIB T2 M0 N1 TCGA-55-8620 0.66163735 7.52413945 2.52224663 0.24068053 2.73369049 2.450728168 high 375 1 60 MALE Stage IV T1a M1b N1 TCGA-55-7907 2.22184434 1.6501253 14.33478945 0.70789003 4.27912565 0.930987732 low 343 1 77 MALE Stage IIA T2a MX N1 TCGA-44-3918 7.505259263 1.328495227 45.0582901 3.693944053 9.53160106 0.245052381 low 197 0 60 FEMALE Stage IA T1 M0 N0 TCGA-49-AARQ 17.44552496 5.976556073 6.791000212 0.382649702 2.545217569 0.253413712 low 6732 0 41 FEMALE Stage I T2 MX N0 TCGA-64-5775 0.052271925 9.66343611 2.294393063 0.017873816 1.364318456 3.34415543 high 62 1 71 MALE Stage IIIA T4 M0 N0 TCGA-MP-A4T6 8.75567982 1.840982455 19.26738859 1.171420493 8.307057108 0.315138168 low 1790 1 76 FEMALE Stage IIIA T1 MX N2 TCGA-05-4403 0.38401724 1.00480876 9.03788259 0.0691108 6.48747178 1.023819895 high 578 0 76 MALE Stage IB T2 M0 N0 TCGA-91-8497 3.67101212 0.62648318 15.32872337 0.49791212 6.79147573 0.593000447 low 434 1 75 FEMALE Stage IA T1a MX N0 TCGA-62-A472 0.45404796 3.82758457 25.7827141 0.2458232 2.77643088 1.124006168 high 910 0 70 MALE Stage IIB T3 M0 N0 TCGA-67-4679 0.475557644 0.785919708 4.842402775 0.22932428 7.280022319 1.05728705 high 448 0 69 MALE unknow T3 M0 N0 TCGA-44-A479 2.14720196 3.10043171 7.02396212 3.33875052 6.62594492 1.421623068 high 392 0 73 FEMALE Stage IB T2 MX N0 TCGA-78-7167 8.7035557 0.2564476 17.6741676 1.2714684 4.8806813 0.355125591 low 2681 1 77 MALE Stage IV T2 M1 N0 TCGA-55-8206 1.07036573 0.64126191 16.19490802 0.39342011 9.09999344 0.696052589 low 888 0 56 MALE Stage IA T1b M0 N0 TCGA-55-8091 1.82671417 1.47075022 17.92296641 0.37311673 4.18139255 0.866082592 low 600 0 74 MALE Stage IB T2 MX N0 TCGA-78-7535 2.746056346 5.205907303 7.22926904 0.240765152 4.105438671 1.308169674 high 949 1 45 MALE Stage IB T2 M0 N0 TCGA-99-8028 1.69558629 1.6452702 5.79838354 0.46362146 8.40723596 0.917288741 low 1118 0 50 FEMALE Stage IA T1a M0 N0 TCGA-4B-A93V 12.79598 3.148194 4.209843 0.4445548 3.047885 0.369568787 low 254 0 52 FEMALE Stage IA T1b M0 N0 TCGA-55-7911 1.51848079 4.648029687 44.68414227 1.097236499 3.730003354 0.724898555 low 537 0 70 FEMALE Stage IA T1a MX N0 TCGA-78-7147 2.91063886 3.20010503 14.37019487 1.37852021 17.26832411 0.491378688 low 586 1 67 FEMALE Stage IIB T2 M0 N1 TCGA-55-A4DG 6.9937193 0.90390274 23.44961581 2.90646977 12.60569829 0.310030306 low 608 0 71 MALE Stage IA T1b MX N0 TCGA-97-A4M0 7.475886896 0.805751566 13.44259765 3.214609097 2.864351404 0.651123118 low 652 0 60 FEMALE Stage IB T2a M0 N0 TCGA-05-4390 7.965518667 6.558528601 5.564809759 0.287687366 1.200840913 0.943359497 low 1126 0 58 FEMALE Stage IB T2 M0 N0 TCGA-38-4627 1.9019792 1.29795562 7.54813502 1.17216244 10.24279798 0.810429588 low 1147 1 64 FEMALE Stage IIA T1b M0 N1 TCGA-50-5933 0.415853007 5.224999401 4.109912842 0.564603398 3.316585489 2.023573708 high 2393 1 72 MALE Stage IIIB T4 M0 N2 TCGA-44-7659 1.531128508 0.800113122 16.14491698 0.335610728 3.66838785 0.906695045 low 444 0 70 MALE Stage IA T1b MX N0 TCGA-73-4670 0.53834397 4.86407314 1.95784139 2.58249366 5.75893971 2.171599424 high 131 0 69 FEMALE Stage IV T2 M1 N0 TCGA-44-7662 3.62558696 8.612819408 14.45147314 1.022537006 5.168306349 1.352954976 high 218 0 61 MALE Stage IB T2a MX N0 TCGA-62-A46O 0.21797088 2.96293858 1.45837342 0.93531319 3.07601691 1.923584245 high 1454 1 65 FEMALE Stage IB T2 M0 N0 TCGA-05-4424 0.87770331 1.96593233 20.67593243 2.42581542 19.14637988 0.498957691 low 913 0 70 MALE Stage IIB T3 M0 N0 TCGA-86-8074 1.05067698 6.16184168 4.58912095 0.40833658 9.98670624 1.338393904 high 24 0 62 FEMALE Stage IIA T1b M0 N1 TCGA-49-4505 15.19757145 0.63175901 11.49166597 0.45320513 6.17887297 0.159662165 low 428 1 61 FEMALE Stage IIB T2 M0 N1 TCGA-97-7554 0.426769444 2.138944152 15.4636386 0.171681374 5.806800415 1.022534984 high 775 0 83 FEMALE Stage IIIA T2a M0 N2 TCGA-86-7714 1.56268312 1.06340851 18.80918423 0.25103339 13.1540801 0.499679712 low 625 1 61 FEMALE Stage IIIA T1b M0 N2 TCGA-55-8506 9.76902745 7.05013127 32.61581926 0.12594148 1.18344768 0.431636757 low 11 0 62 FEMALE Stage IIB T3 MX N0 TCGA-55-6980 1.8052052 1.05103838 4.54833395 0.92536109 8.48644944 0.924916755 low 2109 0 56 MALE Stage IA T1 M0 N0 TCGA-55-7284 0.26766092 1.2314421 8.92874393 0.24813103 7.83665666 0.999568646 high 243 1 74 MALE Stage IIB T3 MX N0 TCGA-NJ-A4YQ 0.52701306 2.69812749 8.30411281 0.44645726 7.51875274 1.149892618 high 886 0 69 FEMALE Stage IA T1b M0 N0 TCGA-38-4629 1.18121597 2.55198917 9.91960337 0.09972937 3.55304983 1.227180105 high 864 1 68 MALE Stage IIB T3 M0 N0 TCGA-05-4382 1.16526127 2.00473688 9.22842009 0.54179077 9.37549514 0.893115562 low 607 0 68 MALE Stage IB T2 M0 N0 TCGA-44-A4SS 0.90607607 2.15592231 4.40944857 0.66741885 9.4936834 1.042355109 high 415 0 73 MALE Stage IA T1b M0 N0 TCGA-78-7161 24.11932401 1.64450155 11.06326 16.60513073 3.54243112 0.362181925 low 215 0 69 FEMALE Stage IIB T3 M0 N0 TCGA-55-6968 0.56961011 9.98526437 4.4880948 0.25627892 3.86552802 2.725620817 high 1293 1 61 MALE Stage IV T1 M1 N0 TCGA-38-4625 0.46685367 7.40680006 7.47477073 0.08675844 5.11544539 1.916978698 high 2973 0 66 FEMALE Stage IB T2a M0 N0 TCGA-86-8673 1.864970018 6.066806088 10.54945716 0.170675627 2.398825331 1.596047433 high 455 0 61 MALE Stage IB T2 M0 N0 TCGA-95-8494 0.79597344 8.54846109 8.53537607 0.09326851 1.7265217 2.40266622 high 84 0 67 MALE Stage IIA T2a M0 N1 TCGA-53-7626 10.20491457 3.31422783 20.80796111 1.32964826 12.49040536 0.229507345 low 929 1 76 FEMALE Stage IIA T1 M0 N1 TCGA-49-4514 0.74022125 3.6335118 6.03743523 0.10753065 3.47067214 1.547799509 high 1700 0 79 FEMALE Stage IA T1 M0 N0 TCGA-86-7713 0.589094332 4.397587886 12.82958449 10.2861614 8.515220673 3.121902487 high 422 0 70 MALE Stage IIA T2b M0 N0 TCGA-55-6975 0.164042371 4.808638639 2.960262713 0.483935329 4.501758985 1.915622472 high 118 1 61 MALE Stage IIB T2 M0 N1 TCGA-49-6761 0.458572522 4.685728794 5.755677226 0.148092558 2.586100909 1.856920126 high 354 0 68 FEMALE Stage IIIA T1 MX N2 TCGA-97-8171 0.204152378 0.625813342 12.79123911 0.132967018 2.921764589 1.157517751 high 568 0 81 MALE Stage IV T2a M1a N2 TCGA-86-A456 1.72937135 1.63532159 11.10227055 0.05286562 4.99143684 0.950003009 low 405 0 78 FEMALE Stage IA T1a M0 N0 TCGA-55-8505 1.26531632 3.33251018 7.11593792 1.88015055 3.86193859 1.625339246 high 440 0 62 MALE Stage IIIA T1a MX N2 TCGA-99-7458 0.98605287 1.40273998 22.80549866 0.60682063 9.55130793 0.646575838 low 392 0 74 FEMALE Stage IIIA T4 M0 N0 TCGA-55-8204 0.74142636 4.05110278 7.99842344 0.75800719 15.42223088 0.824198063 low 515 0 87 FEMALE Stage IB T2a MX N0 TCGA-44-3396 1.311793421 5.265784561 25.23703323 0.480269392 20.51235491 0.423668813 low 411 0 74 FEMALE Stage IIIA T2 M0 N2 TCGA-86-A4JF 1.81725471 10.4209779 18.22916458 1.0356508 3.48533425 1.995067929 high 536 0 56 MALE Stage IIB T3 M0 N0 TCGA-50-5072 0.9288605 6.73655801 4.85364732 0.33764344 4.60625158 1.917098333 high 250 1 74 MALE Stage IIIA T2 M0 N2 TCGA-86-8674 1.56274525 0.94371455 4.99321474 19.48472648 6.48827816 7.227308757 high 405 0 50 MALE Stage IIA T2a M0 N1 TCGA-35-4123 3.78386236 1.52003352 4.05042049 0.09029335 1.30001484 1.05546067 high 182 0 38 MALE Stage IA T1 M0 N0 TCGA-73-7499 1.7889308 2.79269077 15.19249967 0.19823787 8.34244785 0.794121138 low 715 0 81 FEMALE Stage IB T2a M0 N0 TCGA-44-A4SU 2.9212977 1.6929999 10.1653973 2.8893476 9.0114519 0.894997324 low 409 1 67 FEMALE Stage IA T1a MX N0 TCGA-55-8614 1.64944864 2.68674013 15.36470254 2.15204203 15.3523416 0.652498755 low 536 0 76 MALE Stage IB T2a MX N0 TCGA-64-1677 2.35301137 3.13313847 15.38655015 0.46536214 9.07624893 0.74732695 low 628 1 77 FEMALE Stage IIIA T2 M0 N2 TCGA-38-4626 0.346576665 1.01567914 9.91931348 0.264223402 13.93798755 0.670675547 low 2595 0 57 FEMALE unknow T2b M0 N0 TCGA-91-6828 0.87321766 2.37031617 24.58940683 0.35876766 7.64101657 0.742950108 low 323 0 70 MALE Stage IA T1a M0 N0 TCGA-MP-A4TE 0.6475559 5.225312 9.299735 0.2123978 0.5387968 1.989730967 high 896 1 56 MALE Stage IIA T2b MX N0 TCGA-78-7633 0.2841961 0.8083126 4.533422 4.160946 6.859446 1.6833266 high 994 0 67 MALE Stage IB T2 M0 N0 TCGA-55-8511 0.78095976 4.41035528 9.47209853 0.13464237 8.36443185 1.152231086 high 552 0 73 FEMALE Stage IB T2a MX N0 TCGA-73-4659 5.889465 5.069338 6.662221 2.393689 5.536771 1.022265086 high 711 1 66 MALE Stage IIIA T2 M0 N2 TCGA-35-4122 0.45575133 1.20944667 3.0755669 0.74062199 5.6983448 1.316811108 high 225 0 69 MALE Stage IA T1 M0 N0 TCGA-78-7149 1.1357303 0.6352636 4.5732204 0.6743453 7.4964113 1.001306957 high 1093 0 71 MALE Stage IIIB T4 M0 N0 TCGA-78-8655 10.08954873 2.54630914 8.21231877 0.96624476 5.04535137 0.424419568 low 2360 0 77 FEMALE Stage IA T1 M0 N0 TCGA-55-8301 0.94435891 2.55798217 8.78608324 3.19049336 5.35121837 1.610354126 high 534 0 58 MALE Stage IB T2a MX N0 TCGA-55-8094 0.13884377 2.13716858 3.261236788 0.329695254 0.845390872 1.865301298 high 541 0 51 MALE Stage IV T2b M1b N0 TCGA-78-7148 0.26987668 3.7683319 14.19534222 0.33776197 4.50736235 1.342201587 high 626 1 71 MALE Stage IIB T2 M0 N1 TCGA-62-A46V 0.708746348 1.837921269 21.07145619 2.72244063 3.331817955 1.283820024 high 2199 0 78 FEMALE Stage IB T2 M0 N0 TCGA-49-6745 0.39120434 6.25673045 22.67494026 0.06462225 6.57490169 1.164231529 high 522 0 82 MALE Stage IIIA T2a M0 N2 TCGA-55-7815 1.12595108 0.484247534 45.38166781 0.048428518 10.68299429 0.320354511 low 773 0 76 MALE Stage IB T2a MX N0 TCGA-55-6543 3.9109503 0.67599049 9.96098925 0.0858624 9.39428695 0.535005151 low 435 0 60 FEMALE Stage IA T1b MX N0 TCGA-38-6178 3.59123563 3.12106969 20.05622817 1.28677632 16.01683473 0.422699827 low 448 0 70 FEMALE Stage IIIA T2b unknow N2 TCGA-44-3398 0.90801275 0.44016945 5.47007104 0.29179215 7.99902712 0.928168418 low 253 0 77 FEMALE Stage IA T1b M0 N0 TCGA-J2-A4AE 0.5854111 3.14593351 9.81827023 2.03076043 12.22735294 1.029845499 high 671 0 77 FEMALE Stage IA T1a MX N0 TCGA-69-7974 0.34975935 7.78134387 12.09233784 0.20502241 5.0733248 1.842293757 high 184 0 54 FEMALE Stage IIIA T2a MX N2 TCGA-99-8032 4.35112979 3.28488586 7.66555171 0.52253373 2.30304309 1.037749305 high 44 0 61 MALE Stage IA T1a M0 N0 TCGA-93-7347 0.993526493 1.425590033 10.50227566 0.491517854 4.939165467 1.087798977 high 297 0 76 FEMALE Stage IA T1a MX N0 TCGA-50-5939 4.04961685 2.64203445 2.67020143 1.94298996 4.6968225 1.149214937 high 460 1 85 MALE Stage IB T2 M0 N0 TCGA-50-5941 0.88671143 4.0332296 9.87616671 0.08284189 10.72890075 0.94868837 low 567 0 55 FEMALE Stage IIIA T2a M0 N2 TCGA-78-7163 1.2541121 0.56283544 13.69834522 0.22095341 9.7044115 0.676754867 low 6812 0 60 MALE Stage IB T2 M0 N0 TCGA-MP-A4SY 0.99079679 2.42748947 13.29405675 0.45172291 2.5304999 1.272454627 high 1501 1 61 MALE Stage IIB T2 M0 N1 TCGA-44-7669 0.22521444 9.40860581 4.42063156 0.3722132 8.79088345 2.070064035 high 574 1 59 MALE Stage IIA T1b MX N1 TCGA-55-6986 0.27955889 2.98473267 8.37165011 0.2743848 7.82818923 1.169403662 high 3261 0 74 FEMALE Stage IB T2 M0 N0 TCGA-55-6971 3.96687907 2.93679937 7.95333869 1.29183918 6.76276806 0.880422525 low 1400 0 59 FEMALE Stage IB T2 MX N0 TCGA-50-6597 1.12222851 0.96032702 19.16425023 0.81491862 4.05949768 0.930431276 low 1268 1 79 FEMALE Stage IB T2 M0 N0 TCGA-49-4488 0.42550737 1.31157363 19.14585516 0.08558683 2.21022966 1.076851432 high 869 1 74 FEMALE Stage IA T1 MX N0 TCGA-55-8203 9.98710487 3.69078179 7.43809892 2.32627084 2.66839085 0.633982535 low 547 0 69 FEMALE Stage IA T1b M0 N0 TCGA-93-A4JP 1.2647244 4.23391328 7.79409368 5.24001112 26.35274108 0.667998 low 578 0 64 MALE Stage IV TX M1b NX TCGA-62-A46Y 3.81518894 2.34200737 12.97681065 0.78465412 6.09827038 0.755919902 low 414 1 70 FEMALE Stage IIIA T2 M0 N2 TCGA-L4-A4E6 0.40469537 0.55775197 2.75523519 0.51813958 9.82104476 0.974588562 low 435 0 67 MALE Stage IA T1 M0 N0 TCGA-MP-A4TK 1.86698521 3.43120679 4.78540484 1.35868383 10.22118668 1.049717709 high 582 1 56 FEMALE Stage IIB T2 MX N1 TCGA-44-7660 2.22705017 4.82962219 4.34242569 4.86778699 9.08953786 1.746698891 high 325 0 72 MALE Stage IB T2 MX N0 TCGA-44-7667 0.7322268 26.38024 3.136339 0.08209082 0.9192691 12.21144818 high 557 0 49 FEMALE Stage IIB T3 MX N0 TCGA-MP-A4TC 2.65806058 4.87357224 11.10750423 0.58600574 5.13459246 1.156379938 high 74 1 77 MALE Stage IIIA T1 M0 N2 TCGA-38-4630 4.72370563 6.808959349 13.91295738 0.915172338 15.80633481 0.552056458 low 1073 1 75 FEMALE Stage IB T2 M0 N0 TCGA-05-4396 0.22637182 1.1565422 11.98549869 0.31756054 3.58558829 1.203370729 high 303 1 76 MALE Stage IIIB T4 M0 N1 TCGA-MP-A4T7 0.75081198 1.83432857 7.40586806 2.14215863 3.90524805 1.561287916 high 167 1 75 FEMALE Stage IV T2 M1 N0 TCGA-44-6777 1.31978076 1.2584311 11.37162785 0.19111782 4.61567686 0.998845688 high 987 1 85 FEMALE Stage IB T2 MX NX TCGA-78-7155 1.86893724 10.03903983 0.94727172 1.34415414 1.492815 3.230436701 high 1171 1 68 MALE Stage IB T2 M0 N0 TCGA-62-8398 0.93890694 5.97401604 4.16401953 2.30496728 2.75555549 2.492804272 high 444 1 55 MALE Stage IIIA T2 M0 N2 TCGA-78-7540 0.18118146 1.45046897 7.6965094 0.3327107 7.00316997 1.118051045 high 881 0 66 FEMALE Stage IB T2 M0 N0 TCGA-62-8402 0.226791266 5.535178492 28.73988112 0.245239814 8.256907877 0.908909536 low 1498 1 73 FEMALE Stage IIIA T2 M0 N2 TCGA-86-6562 4.393416378 3.166333903 18.35321094 0.520077474 14.63453363 0.398569867 low 376 1 52 MALE Stage IIA T2a M0 N1 TCGA-J2-8192 2.184835588 1.420537409 17.15711379 0.550257783 10.96952694 0.577609174 low 739 0 65 FEMALE Stage IIA T2a MX N1 TCGA-91-8499 0.60597897 4.6865863 5.23197839 0.84418039 4.25603021 1.800483228 high 36 0 76 FEMALE Stage IA T1b MX N0 TCGA-50-6673 0.4830606 2.071028 15.2144446 1.4372573 4.127849 1.275761122 high 22 1 84 FEMALE Stage I T1 M0 N0 TCGA-55-A48X 2.19756134 2.23943232 19.63186864 1.49881354 6.42476662 0.838505411 low 689 0 63 FEMALE Stage IIA T1b M0 N1 TCGA-49-4486 0.37058993 0.24386722 1.98293993 0.36673255 5.09825821 1.253837664 high 2318 1 72 MALE Stage IA T1 M0 N0 TCGA-69-7760 4.73398278 3.74410705 24.03757396 2.88267683 2.1468309 0.931098328 low 202 0 73 MALE Stage IIB T3 M0 N0 TCGA-05-4249 1.12690444 1.78039408 49.30739413 0.94507466 2.37973203 0.579828233 low 1523 0 67 MALE Stage IB T2 M0 N0 TCGA-49-AAR0 3.66099152 2.80292654 2.67204424 0.59525354 5.89901743 0.99086432 high 4655 0 57 MALE Stage IA T1 MX N0 TCGA-MP-A4T8 6.77388195 4.13986104 9.81526317 18.04293242 3.86595671 4.444497702 high 161 1 68 MALE Stage IIIA T2 M0 N2 TCGA-49-AARR 2.84561921 0.58512128 13.35500908 1.79962379 8.65556866 0.702208614 low 4992 0 68 MALE Stage IA T1 MX N0 TCGA-50-6591 2.39106123 8.5689201 11.98814581 0.35547712 1.61394474 1.896940453 high 119 1 63 FEMALE Stage IV T2 M1 N0 TCGA-55-6972 0.30647023 0.58975877 1.52026136 1.30089302 8.45650759 1.192104832 high 1632 1 72 MALE Stage IB T2 M0 N0 TCGA-91-6848 0.86376063 20.66063472 2.51350851 0.42489458 4.73200094 6.34805387 high 224 0 59 MALE Stage IIIA T2 MX N2 TCGA-44-8119 6.880848498 5.747225747 8.249958266 1.644147163 3.966912286 0.935349725 low 285 0 73 MALE Stage IIB T3 M0 N0 TCGA-97-8175 3.021985856 3.306039698 13.78057797 0.161791253 6.138806881 0.829135355 low 551 0 55 FEMALE Stage IB T2a M0 N0 TCGA-78-7539 0.134639701 0.873756001 34.67612664 3.765719834 4.141118945 1.010686858 high 327 0 75 FEMALE Stage IIA T2b M0 N0 TCGA-L9-A50W 10.18792266 1.254595192 11.1293078 1.995840754 3.597398192 0.428692718 low 442 1 75 MALE Stage IIA T1b MX N1 TCGA-86-8672 1.137253 4.93246 9.160619 0.904569 1.36183 1.879424275 high 19 1 59 MALE Stage IIB T3 M0 N0 TCGA-86-7955 0.239437072 4.940222028 7.547693763 0.385284243 7.927322574 1.411578789 high 508 0 62 MALE Stage IB T2a M0 N0 TCGA-50-5051 1.47795068 3.12575176 6.94204407 1.92769678 2.7742457 1.671907501 high 478 1 42 FEMALE Stage IIIA T2 M0 N2 TCGA-NJ-A7XG 0.918830601 0.951478023 15.80935764 3.52418175 2.488374483 1.487171945 high 617 0 49 MALE Stage IIIA T4 M0 N1 TCGA-05-4418 0.511282923 1.431180581 1.460731404 0.804583086 3.126735777 1.610038294 high 274 1 69 MALE Stage IIIA T3 M0 N2 TCGA-05-4402 1.8031854 2.3983742 13.0747297 1.0454529 13.4271554 0.654354149 low 244 1 57 FEMALE Stage IV T2 M1 NX TCGA-S2-AA1A 0.97135183 0.92544025 9.80477505 0.36066054 9.7125457 0.796221238 low 513 0 68 FEMALE Stage IA T1b M0 N0 TCGA-62-8395 1.35960275 1.55596269 8.83676236 3.620032 6.82949665 1.351929079 high 1216 0 80 FEMALE Stage IIB T3 M0 N0 TCGA-55-7726 1.33104269 5.50557323 3.99220257 0.08607765 13.87594147 0.959064375 low 652 0 72 FEMALE Stage IA T1b MX N0 TCGA-97-8177 1.59074279 0.74799177 18.92679645 2.91780878 7.02493841 0.909561616 low 499 0 59 FEMALE Stage IB T2a M0 N0 TCGA-44-2656 0.233099127 2.286055477 73.95496569 1.055532172 15.00943146 0.193680521 low 582 0 59 MALE Stage IB T2 M0 N0 TCGA-50-8457 6.64206108 0.73342142 19.43962989 0.9263123 7.94246142 0.370885063 low 779 0 63 FEMALE Stage IA T1a M0 N0 TCGA-91-6836 0.22896932 9.29422806 37.69136917 0.0994204 1.41438252 1.488563737 high 417 0 52 FEMALE Stage IB T2 MX N0 TCGA-78-8648 1.92138689 2.57736115 5.73832822 0.40722976 8.28908721 0.964732568 low 1209 1 58 FEMALE Stage IIB T3 M0 N0 TCGA-86-8585 0.989529288 3.990588092 1.873369811 1.700469738 8.262059895 1.512953269 high 353 0 57 MALE Stage IB T2a M0 N0 TCGA-97-A4M3 0.53025463 0.515820831 10.00479518 1.418204887 2.982622567 1.332541622 high 540 0 69 FEMALE Stage IA T1b M0 N0 TCGA-97-7553 1.397284028 3.489072617 6.507502267 0.325024539 17.407368 0.639056573 low 1870 0 58 FEMALE Stage IA T1 MX N0 TCGA-55-A490 2.657562504 4.713874182 12.05199773 0.255015113 0.874196735 1.381722518 high 99 1 78 MALE Stage IIA T2b MX N0 TCGA-73-4658 0.37298912 2.41493914 33.69569763 0.08646751 5.29589945 0.725495817 low 1600 1 80 FEMALE Stage IB T2 M0 N0 TCGA-86-6851 3.72899902 2.43711466 6.94815033 1.24064989 11.04162712 0.69127069 low 179 0 73 FEMALE Stage IIA T1b M0 N1 TCGA-78-7162 0.197977666 0.939894061 5.10071414 0.93872215 11.73007454 0.917655516 low 3169 1 75 MALE Stage IA T1 M0 N0 TCGA-05-4432 5.17058565 3.09943678 11.8242048 1.00674517 4.14395541 0.798534303 low 761 0 66 MALE Stage IIB T2 M0 N1 TCGA-78-7537 0.569185168 0.76496946 12.9967188 0.384447755 5.44455096 0.988719504 high 1622 1 72 MALE Stage IB T2 M0 N0 TCGA-J2-A4AD 2.5096837 1.8430374 11.8885155 2.2184768 29.3033353 0.265738517 low 550 1 61 FEMALE Stage IA T1a MX N0 TCGA-44-7661 0.52861273 7.6810748 10.1163098 0.24502124 6.99764353 1.676044612 high 366 0 69 FEMALE Stage IB T2a M0 N0 TCGA-93-7348 0.99008934 1.40078879 34.23474962 0.97803414 10.84218039 0.487255481 low 127 0 75 FEMALE Stage IA T1a MX N0 TCGA-L9-A444 3.09266441 1.48889701 8.16428611 4.89976366 4.98456825 1.398771804 high 307 0 60 FEMALE Stage IA T1a MX N0 TCGA-49-AAR9 0.170645431 4.23520281 2.90834082 1.220052745 5.891678528 1.82183823 high 260 1 61 MALE Stage IIB T3 MX N0 TCGA-49-AARO 6.7816735 3.06563769 7.64574264 1.16130895 3.65642479 0.74617826 low 3759 0 39 FEMALE Stage IA T1a MX N0 TCGA-55-A492 0.21324018 0.16760802 5.1500452 1.45830318 4.34444855 1.388357796 high 596 0 70 FEMALE Stage IA T1a MX N0 TCGA-55-8299 1.27321214 2.84600524 4.05457224 2.1093701 9.16538235 1.257186024 high 469 1 61 FEMALE Stage IA T1b MX N0 TCGA-50-5932 0.11070351 1.56261935 62.70612038 0.9042867 3.25851243 0.458023232 low 1235 1 75 MALE Stage IIB T2 M0 N1 TCGA-78-7220 2.1646794 7.2107047 6.9171446 0.90571597 3.24613433 1.876999672 high 807 1 53 FEMALE Stage IIIA T2 M0 N2 TCGA-86-8279 7.71602977 4.88616439 19.27751109 11.61880388 12.1659033 1.089347485 high 482 0 46 MALE Stage IIA T2a M0 N1 TCGA-62-A471 0.76438192 6.25624653 5.62332893 2.0392073 2.04302702 2.560167763 high 1246 0 64 MALE Stage IIB T2b M0 N1 TCGA-55-6978 0.76417114 9.82191305 17.07736419 0.43324354 5.77668164 1.825889881 high 176 1 81 MALE Stage IIA T2b MX N0 TCGA-49-4506 0.401083255 1.016087174 0.470569444 0.260225849 3.440455495 1.495799465 high 999 1 68 FEMALE Stage IIB T2 M0 N1 TCGA-53-7813 1.31326428 2.46084438 15.54614478 1.29328253 1.9375589 1.319047702 high 424 0 51 FEMALE Stage IIIB T4 M0 N0 TCGA-55-7576 2.06756603 4.23509111 24.32844106 0.11283338 5.0438068 0.849835596 low 670 0 54 MALE Stage IB T2a M0 N0 TCGA-05-5428 10.51116072 1.01767484 9.58038083 0.27069847 4.96907384 0.322581674 low 670 0 57 MALE Stage IIA T1b M0 N1 TCGA-97-A4M7 0.9158405 2.66640529 16.66301134 0.8681183 7.24081215 0.969146011 low 629 0 74 MALE Stage IA T1b M0 N0 TCGA-55-7227 0.876123615 2.302313022 17.31545128 0.231020127 5.518043709 0.963622929 low 952 1 77 MALE Stage IIIA T3 MX N1 TCGA-MP-A4T4 2.65523989 2.80809086 11.57431588 1.29240449 2.72502231 1.19642972 high 2617 1 68 FEMALE Stage IIB T2 M0 N1 TCGA-78-7166 0.99044772 2.35018169 4.88920984 0.75402628 2.50011647 1.566772514 high 258 1 84 MALE Stage IIB T2 M0 N1 TCGA-55-7903 0.750718671 4.101396848 18.75670672 0.265136235 1.900410833 1.358724185 high 567 0 64 MALE Stage IA T1b MX N0 TCGA-93-8067 0.23433992 9.42924124 11.44925937 0.28422174 3.53102098 2.389113614 high 186 0 77 MALE Stage IB T2a MX N0 TCGA-95-7948 30.90227604 1.4406649 5.64077753 36.46356201 8.57590051 1.019335511 high 133 0 42 FEMALE Stage IB T2a M0 N0 TCGA-55-1594 0.1340075 4.664645 15.05973 0.2563873 4.521664 1.428174533 high 1178 0 68 MALE Stage IIIA T2 M0 N2 TCGA-64-1679 3.72535792 4.35136044 7.81125344 0.2788934 19.51541083 0.440490994 low 1686 0 58 FEMALE Stage IIIA T1 M0 N2 TCGA-44-2659 1.812290466 1.019044548 8.958091324 0.266150202 8.79958545 0.768608369 low 529 0 65 FEMALE Stage IIB T1 M0 N1 TCGA-55-A4DF 5.072656105 5.578494698 7.74597937 1.122125378 7.210871582 0.916262082 low 440 1 88 MALE Stage IA T1b MX N0 TCGA-64-5815 1.40825181 2.067474676 14.48341592 0.083023515 3.50381871 1.040600392 high 224 0 74 MALE Stage IIB T2 M0 N1 TCGA-49-4512 1.91031326 1.11727079 12.90493855 0.55720085 4.19633236 0.945021961 low 905 1 69 FEMALE Stage IIIA T2 MX N2 TCGA-86-A4P7 0.868614064 2.863085273 18.90841886 0.415179643 8.403707464 0.841979575 low 415 0 63 FEMALE Stage IB T2a M0 N0 TCGA-86-7953 0.78852876 4.72552133 20.27084263 0.16034265 5.78876363 1.088707383 high 591 0 69 FEMALE Stage IA T1b M0 N0 TCGA-86-7954 5.04815741 3.73343837 22.72143722 5.51991822 5.27320541 1.011052039 high 605 0 68 FEMALE Stage IB T2 M0 N0 TCGA-86-7701 3.25697031 3.22157009 11.38513328 0.16684428 3.34588067 0.989989697 high 474 0 66 MALE Stage IV T2 M1 N0 TCGA-64-5781 0.60660928 2.7388189 1.37534924 0.06431735 1.80794509 1.772204175 high 1202 0 55 FEMALE Stage IB T2 M0 N0 TCGA-MN-A4N1 1.078887578 5.158739224 25.0390601 1.472419392 12.33582446 0.771321479 low 827 0 60 MALE Stage IIA T2a M0 N1 TCGA-99-AA5R 1.91658084 0.96374971 3.53588887 0.61057823 21.29353923 0.427981297 low 658 0 70 FEMALE Stage IA T1a M0 N0 TCGA-55-8512 2.09657752 0.52641958 19.62250988 1.89846237 8.51041665 0.682425066 low 607 1 41 MALE Stage IV T1a M1b N1 TCGA-55-8205 0.45121598 15.26546719 11.94463919 0.88792752 5.34328254 3.554431809 high 599 0 76 FEMALE Stage IIA T2b M0 N0 TCGA-64-5778 4.377993936 1.074214798 11.22134813 0.27062303 5.041262871 0.665256582 low 926 0 60 MALE Stage IB T2 M0 N0 TCGA-35-3615 0.11203364 0.49166327 5.1996349 0.10996011 5.56420032 1.168272984 high 14 0 57 MALE Stage IB T2 M0 N0 TCGA-95-7567 4.769277235 7.752353774 23.03764588 3.552846882 3.387184374 1.311546844 high 163 0 61 MALE Stage IIB T2b M0 N1 TCGA-50-5946 0.965228057 3.678992116 20.02912164 1.266008651 8.367123855 0.950336341 low 686 0 62 MALE Stage IA T1 MX N0 TCGA-05-4427 3.831449753 3.752003456 34.4608915 0.100889526 2.356729196 0.61569363 low 791 0 65 FEMALE Stage IIB T2 M0 N1 TCGA-78-7143 0.45317445 6.8046055 26.53808015 1.08648764 12.10971514 0.898325857 low 4961 1 62 FEMALE Stage IB T2 M0 N0 TCGA-69-8254 0.55486556 1.28031508 13.50182572 0.40701207 6.73796123 0.950613335 low 409 0 85 MALE unknow T2b unknow unknow TCGA-55-6979 2.32521208 7.64460396 11.15491221 0.37996701 13.53333098 0.910102977 low 237 1 59 FEMALE Stage IIB T2 M0 N1 TCGA-05-4417 1.21817739 1.85303354 9.69047941 0.3838725 3.21421037 1.217852813 high 455 0 51 FEMALE Stage IB T2 M0 N0 TCGA-49-AARE 0.75840551 2.54170092 6.17318001 1.36823632 10.8568658 1.048580167 high 1229 1 51 FEMALE Stage IA T1 MX N0 TCGA-64-5774 4.25509274 7.92675817 9.76302504 0.65985609 1.36172365 1.570432396 high 2550 0 60 MALE Stage IB T2 M0 N0 TCGA-55-1592 6.9230982 2.46227179 16.0408335 4.51326085 14.16395028 0.450099807 low 701 1 65 MALE Stage IA T2 M0 N0 TCGA-49-AAR4 2.60133168 6.10460828 11.83518116 0.83496851 6.97463694 1.169854364 high 879 1 51 MALE Stage IIIA T2 MX N2 TCGA-78-7160 0.28794763 2.09485462 23.59566932 0.34346707 11.69039032 0.630659706 low 678 0 61 MALE Stage IV T4 M1 N2 TCGA-69-A59K 16.10490053 2.80251385 34.72211362 1.8550384 3.88199053 0.136394186 low 591 0 60 FEMALE Stage IIB T3 M0 N0 TCGA-05-5429 0.27230231 2.24732762 9.03309246 0.05477107 2.31566069 1.459512953 high 275 1 60 MALE Stage IIIA T3 M0 N2 TCGA-44-2655 0.142786944 0.541732193 12.08720803 2.128244913 7.059628476 1.139801724 high 575 0 65 FEMALE Stage IA T1 M0 N0 TCGA-55-8092 2.00587804 1.78899449 3.01009476 10.94621534 3.95391845 3.645718577 high 154 1 75 MALE Stage IIB T3 MX N0 TCGA-MP-A4T9 2.13494534 5.85583858 10.85306634 0.93851857 14.66453988 0.804587496 low 1265 1 54 FEMALE Stage IIIA T2 MX N2 TCGA-86-8359 4.76883162 2.60896941 12.0612381 5.3636655 3.74301676 1.291157022 high 444 1 52 MALE Stage IIIA T3 M0 N2 TCGA-55-A493 1.58422224 5.31459874 7.3032127 0.25441019 1.6846865 1.751917696 high 28 0 54 FEMALE Stage IB T2a M0 N0 TCGA-05-5420 0.33568267 0.79867665 1.96949463 0.38261012 6.56506415 1.213070351 high 457 0 67 MALE Stage IIIA T2 M0 N2 TCGA-78-7159 4.410741161 4.625496549 17.1086592 1.281353147 2.702734203 0.991454967 high 1221 0 60 FEMALE Stage IA T1 M0 NX TCGA-44-2661 0.95068525 0.62084464 13.38474995 0.69004625 9.66894812 0.747807013 low 446 0 69 FEMALE Stage IA T1 M0 N0 TCGA-50-5935 2.34968322 0.49057344 19.39201457 3.25564074 3.20753895 1.036244773 high 653 1 86 FEMALE Stage IA T1 M0 N0 TCGA-44-2665 2.936404 2.46374488 6.88441015 10.35182059 5.08125817 2.78211409 high 400 0 55 FEMALE Stage IIB T2 M0 N1 TCGA-97-7937 7.148091707 1.557048783 24.37404652 5.552635364 12.29396821 0.421575706 low 564 0 65 MALE Stage IB T2a MX N0 TCGA-38-4628 3.00458437 1.39572779 9.8853759 0.2471742 8.98893809 0.661795996 low 1492 1 65 FEMALE Stage IIB T2 M0 N1 TCGA-73-4676 0.08198979 3.56746066 11.88353806 0.04672586 8.9928028 1.06393532 high 164 0 45 MALE Stage IIA T2a M0 N1 TCGA-L9-A8F4 11.57300065 6.0935873 4.61233218 4.30462315 6.20259693 0.674983656 low 476 0 64 FEMALE Stage IB T2a MX N0 TCGA-44-A47G 1.04518559 2.46456591 14.82445587 0.63441984 8.74754281 0.8733625 low 351 0 73 FEMALE Stage IA T1 M0 N0 TCGA-97-7547 0.186747693 0.686133486 19.474892 0.301956346 7.086276222 0.807840912 low 1965 0 67 FEMALE Stage IB T2 MX N0 TCGA-05-4422 0.41793614 1.25803427 2.3340776 21.29869171 4.64975785 12.1469394 high 365 0 68 MALE Stage IB T2 M0 N0 TCGA-97-A4M2 1.21716505 0.6980206 8.27767546 4.33463435 11.57712101 1.063468536 high 624 0 66 MALE Stage IA T1a M0 N0 TCGA-J2-8194 3.93103451 1.43030921 18.91886863 7.56439975 9.92527878 0.987292352 high 724 0 69 FEMALE Stage IIB T3 MX N0 TCGA-95-A4VN 0.76970669 6.00055224 18.30474571 0.84746898 4.6523158 1.448885314 high 553 0 62 FEMALE Stage IIA T2a M0 N1 TCGA-49-6743 2.67955444 7.91029033 5.4893559 0.36933886 7.94234747 1.387098997 high 369 0 81 FEMALE Stage IIIA T1 MX N2 TCGA-78-7542 0.93449528 11.45057834 4.94217996 0.29766399 4.89790988 2.751561993 high 321 1 56 MALE Stage IB T2 M0 N0 TCGA-55-8615 8.33286204 2.499097054 6.040778353 3.206339959 0.8589914 0.884773025 low 446 0 67 MALE Stage IIIA T3 MX N2 TCGA-05-4389 0.3029162 2.83904369 10.07664809 0.21852088 5.2136929 1.283995549 high 1369 0 70 MALE Stage IA T1 M0 N0 TCGA-91-6829 0.71517554 5.62132147 16.23063197 0.76638503 12.51016632 0.931968956 low 1258 1 78 MALE Stage IB T2 MX N0 TCGA-91-8496 0.29695432 0.16509334 26.08562221 0.09906371 8.07097687 0.612650986 low 505 0 63 FEMALE Stage IB T2a MX NX TCGA-49-4487 0.576636 5.76579775 3.84206436 0.12929469 8.35478567 1.490359474 high 855 1 72 FEMALE Stage IA T1 M0 N0 TCGA-NJ-A4YG 0.79706379 1.18233605 20.42089758 0.25956885 4.0556468 0.906342784 low 1904 0 65 MALE Stage IB T2 M0 N0 TCGA-44-6774 1.45634736 1.9179369 10.03808593 0.27482458 4.37889922 1.090797232 high 361 0 56 FEMALE Stage IIIA T1 M0 N2 TCGA-50-6593 0.83107971 4.11821121 21.66909718 1.54033074 7.20603403 1.063607898 high 336 1 49 FEMALE Stage IIIA T1 M0 N2 TCGA-44-5643 0.174593029 5.088108372 6.223779772 0.428616725 3.14851375 1.96114944 high 417 0 53 MALE Stage IIIA T2b M0 N2 TCGA-50-8460 1.664404283 1.932299488 7.961103964 1.032334986 5.689758412 1.116527756 high 829 0 74 MALE Stage IA T1a M0 N0 TCGA-71-6725 3.335861222 1.998592269 37.52348896 0.079766535 11.06265066 0.320677267 low 256 0 48 FEMALE Stage IB T2 M0 N0 TCGA-L9-A743 4.46561615 4.76693103 24.57230145 0.94234376 5.77641627 0.685743323 low 664 0 56 MALE Stage IIA T2a M0 N1 TCGA-55-6984 0.52962821 3.34924921 17.80274685 0.27439486 2.97239354 1.261323606 high 760 1 71 FEMALE Stage IIB T2 M0 N1 TCGA-05-4250 0.64901231 4.92730048 22.03902314 0.41904479 2.22509931 1.367639851 high 121 1 79 FEMALE Stage IIIA T3 M0 N1 TCGA-55-7913 0.558275911 6.592386332 12.32566538 1.060535411 1.768018502 2.144046981 high 561 1 61 FEMALE Stage IA T1b MX N0 TCGA-69-7980 0.2582276 5.1672379 19.4627033 0.3719968 6.6142867 1.195375516 high 411 0 70 FEMALE Stage I T1b M0 N0 TCGA-95-7944 0.37548778 4.05736895 0.50453217 1.58222859 4.70072217 2.050626023 high 21 0 71 MALE Stage IA T1a M0 N0 TCGA-NJ-A4YF 8.44536268 1.32449214 3.10171026 0.20416496 1.51900189 0.595103827 low 2161 0 50 FEMALE Stage IA T1 M0 N0 TCGA-67-3774 1.4843432 1.4621335 21.8152534 2.8536354 6.7306326 0.927496604 low 385 0 73 FEMALE Stage IB T2 M0 N0 TCGA-55-6985 5.16582558 5.2898286 17.22910316 0.63085638 9.91656227 0.586191705 low 1233 0 58 FEMALE Stage IB T2 MX N0 TCGA-55-7725 0.0417727 0.49250381 11.41215177 0.60705814 9.2543607 0.877360882 low 442 0 68 FEMALE Stage IA T1a MX N0 TCGA-L4-A4E5 10.53599915 5.009810875 8.520313775 0.392370031 1.035282485 0.579235021 low 578 0 48 FEMALE Stage I T1 M0 N0 TCGA-62-8397 0.61904971 0.64186711 8.21255597 0.22518863 4.48760837 1.120985871 high 1289 0 70 FEMALE Stage IIB T3 M0 N0 TCGA-44-7672 1.0407748 4.6615617 17.4219372 0.1421566 4.8227427 1.177989132 high 418 0 52 FEMALE Stage IA T1b M0 N0 TCGA-73-A9RS 0.42144124 7.82272057 10.97070631 0.72669466 4.97380216 1.993040659 high 340 1 41 MALE Stage IIB T3 M0 N0 TCGA-67-6216 0.22956712 3.26257003 16.56338312 3.24599748 5.1782141 1.600838663 high 141 0 57 FEMALE Stage IA T1a M0 N0 TCGA-86-8076 5.46498127 1.1265824 13.71396222 1.01746206 6.14718314 0.561197698 low 489 0 42 MALE Stage IA T1 M0 N0 TCGA-44-6778 0.24539838 3.80946993 4.15024776 0.17481522 15.63495285 0.867924058 low 1110 0 59 MALE Stage IA T1 MX N0 TCGA-69-7973 1.59968967 4.49201916 8.36186609 0.63798131 5.19415414 1.358278474 high 230 0 42 FEMALE Stage IB T2a M0 N0 TCGA-MP-A4TF 1.62660741 3.09846113 2.91273903 0.62430692 2.84702964 1.553528059 high 336 1 58 FEMALE Stage IIA T2b M0 N0 TCGA-05-4420 5.03997767 5.17459132 5.67114436 0.48297735 5.76080461 0.94700758 low 912 0 41 MALE Stage IB T2 M0 N0 TCGA-69-7763 0.3647187 1.2098489 12.62925106 1.52190416 6.65665469 1.112376365 high 690 0 69 MALE Stage IA T1b M0 N0 TCGA-97-A4M5 0.63804005 1.52268001 8.03747546 2.88786541 10.58251807 1.119299418 high 634 0 83 MALE Stage IA T1b M0 N0 TCGA-55-8302 0.785957258 5.700967789 16.99563219 0.613680037 5.904887998 1.317821231 high 478 0 54 MALE Stage IB T2 MX N0 TCGA-64-1676 6.68600413 1.68003717 11.04325185 0.37137855 2.2457358 0.626217433 low 1728 0 58 MALE Stage IA T1a M0 N0 TCGA-MP-A4SV 6.20953048 6.61071094 17.16407349 1.59973256 4.17940727 0.884889711 low 2620 1 67 MALE Stage IB T2 M0 N0 TCGA-99-8025 0.94680081 3.19529611 18.22518983 0.79224106 8.5995999 0.894109295 low 1060 0 72 FEMALE Stage IIIA T3 M0 N2