Sample.ID Stage PAM50 NMF.cluster PR ER HER2.Amplified ERBB2.Proteogenomic.Status TOP2A.Amplified TOP2A.Proteogenomic.Status Her2.Updated.Clinical.Status ER.Updated.Clinical.Status TNBC.Updated.Clinical.Status CD3.TILS.status Age.in.Month Race Necrosis Tumor.Cellularity Total.Cellularity Number.of.non.synonymous.Mutations Chromosome.INstability.index.CIN. ESTIMATE.TumorPurity ESTIMATE.ImmuneScore ESTIMATE.StromalScore xCell.ImmuneScore xCell.StromaScore Cibersort.Absolute.score Stemness.Score Stage.reduced CD3.TILS.counts IDX CAT CAT CAT BIN BIN BIN BIN BIN BIN CAT BIN BIN CAT CON CAT CON CON CON CON CON CON CON CON CON CON CON CON ORD CON CPT000814 Stage IIA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA black.or.african.american NA NA NA 92 2.2719461 0.819666 846.350897 -812.409581 0.0414 0 0.565019 0.798050042 1 NA CPT001846 Stage III Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA white NA NA NA 80 0.826617402 0.631766 1425.391899 495.60375 0.0766 0.0236 0.785537 0.59210011 2 NA X01BR001 Stage IIB Basal C4 0 0 0 0 0 0 0 0 1 not performed 660 black.or.african.american 10 70 50 79 1.137608521 0.822598 475.804314 -476.863678 0.0103 0.0088 0.45449 0.839482756 1 NA X01BR008 NA Basal C4 NA NA 0 0 0 0 NA NA NA not performed NA NA 0 90 60 128 0.466991648 0.535194 2809.59164 -77.281727 0.484 0.0033 2.064309 0.599871203 NA NA X01BR009 NA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA NA 0 80 70 129 4.30213853 0.576875 1664.85538 725.73435 0.0926 0.0265 1.191462 0.437721346 NA NA X01BR010 NA Her2 C2 0 0 0 0 0 0 NA 0 1 T NA NA 0 70 70 88 0.456320974 0.755079 375.355547 374.25274 0.0155 0.0352 0.498983 0.514976271 NA 60 X01BR015 Stage IIB LumA C3 1 1 0 0 0 0 0 1 0 not performed 420 white 0 60 50 55 1.379587319 0.668922 1119.306238 468.365511 0.0638 0.043 0.720781 0.644329816 1 NA X01BR017 Stage III Her2 C4 0 0 1 1 0 0 1 0 0 not performed 540 white 5 70 70 134 1.060969462 0.564613 1883.327193 608.997993 0.1311 0.0202 1.272618 0.790127929 2 NA X01BR018 Stage IIIA Basal C4 0 1 0 0 0 0 0 1 0 not performed 792 white 5 80 30 324 6.068239982 0.522033 2247.377844 590.562586 0.2108 0.0245 1.66713 0.763500408 2 NA X01BR020 NA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA NA 5 98 60 93 4.220512167 0.653076 1685.766454 45.776067 0.146 0.0094 1.290331 0.761221232 NA NA X01BR023 NA LumA C1 1 1 0 0 0 0 2 1 0 T NA NA 0 90 60 36 3.897837169 0.957035 -676.347021 -1440.910847 0.0114 0.0053 0.152146 0.503055849 NA 5 X01BR025 Stage IIIA LumA C1 1 1 0 0 0 0 2 1 0 T 744 black.or.african.american 10 60 80 12 0.477414509 0.799688 644.717853 -378.799768 0.0789 0 0.316919 0.618749629 2 45 X01BR026 NA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA white 0 70 20 79 1.758586002 0.395393 2231.321092 1579.015155 0.1655 0.0876 1.574962 0.3457811 NA NA X01BR027 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 T 960 black.or.african.american 10 90 80 186 1.842240206 0.804447 616.765017 -405.13497 0.0603 0 0.534953 0.994348097 1 55 X01BR030 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 T 1010 black.or.african.american 0 80 60 71 0.650297221 0.514312 2544.70288 354.735906 0.3263 0.0078 1.607262 0.403733619 2 50 X01BR031 Stage III Basal C4 0 0 0 0 0 0 NA 0 1 not performed 740 black.or.african.american 15 65 50 56 2.547830638 0.686517 1061.244615 363.401402 0.0442 0.032 0.88796 0.901913474 2 NA X01BR032 Stage IIIB LumB C1 1 1 0 0 0 0 0 1 0 not performed 557 white 5 75 75 30 1.113350459 0.900993 -215.651386 -848.767325 0.0059 8e-04 0.210575 0.519343598 2 NA X01BR033 Stage III LumA C3 1 1 0 0 0 0 0 1 0 not performed 485 black.or.african.american 0 60 60 96 3.055750677 0.563018 1559.912463 945.572025 0.0765 0.0631 0.991935 0.609263714 2 NA X01BR040 Stage IIB Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA black.or.african.american 10 80 70 45 1.571783285 0.553952 2369.41481 210.526322 0.2647 0.0039 1.465522 0.794146359 1 NA X01BR042 NA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA black.or.african.american NA NA NA 101 4.495325229 0.72903 1712.974756 -698.551999 0.1451 0.001 0.992146 0.727150988 NA NA X01BR043 NA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA white 20 70 60 8705 2.925318968 0.652287 2200.849893 -462.212213 0.1844 0 1.698384 0.756322946 NA NA X03BR002 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 not performed 727 white 0 90 40 30 0.263150091 0.743671 500.233532 366.762223 0.0106 0.0088 0.499958 0.431648131 2 NA X03BR004 Stage IIB LumA C3 1 1 0 0 0 0 0 1 0 not performed 1064 white 0 70 75 54 0.448071755 0.730184 374.456365 628.472482 0.0346 0.1365 0.492183 0.519619952 1 NA X03BR005 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 not performed 738 white 0 70 1 14 0.053447784 0.598417 1023.633109 1185.566943 0.0194 0.3498 0.809317 0.29181424 1 NA X03BR006 NA Basal C4 0 0 0 0 0 0 NA 0 1 not performed NA white 10 95 70 98 5.661405304 0.770509 917.34243 -330.308601 0.0525 0.0012 0.746765 0.597843423 NA NA X03BR010 Stage IIA LumA C1 1 1 0 0 0 0 0 1 0 not performed 943 white 0 80 60 60 1.257480784 0.830292 289.720214 -383.884193 0.0079 0.0078 0.292846 0.481619351 1 NA X03BR011 NA LumA C1 0 1 0 0 0 0 NA 1 0 not performed NA white 0 70 80 50 0.390927321 0.774357 473.421364 72.337367 0.017 0.0092 0.451309 0.53724318 NA NA X03BR013 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 not performed 626 NA 0 70 50 39 1.43545494 0.615701 1339.959919 721.056076 0.0776 0.0948 1.116004 0.57002901 1 NA X05BR001 Stage IIB Basal C2 1 0 0 0 0 0 0 0 0 T 840 white 0 90 40 33 0.119783512 0.36873 2756.194524 1250.704619 0.2853 0.0606 1.690603 0.640608263 1 70 X05BR003 Stage IIB LumA C3 1 1 0 0 0 0 0 1 0 T 451 white 0 70 20 72 1.822497393 0.608072 1118.583239 1008.147388 0.0493 0.2267 0.97308 0.390987945 1 45 X05BR004 NA LumA C3 1 1 0 0 0 0 NA 1 0 not performed NA white 0 90 60 62 0.942026652 0.726689 656.337828 381.338096 0.0163 0.0804 0.677208 0.183419141 NA NA X05BR005 Stage IA LumA C3 1 1 0 0 0 0 0 1 0 PT 600 white 0 65 30 74 1.48710105 0.692142 508.65917 863.091214 0.0264 0.055 0.40252 0.422111675 0 20 X05BR009 Stage IIIC LumA C3 1 1 0 0 0 0 0 1 0 not performed 772 white 0 90 10 102 0.255161644 0.51536 1300.544501 1590.568417 0.0447 0.1984 1.080917 0.272647335 2 NA X05BR016 Stage IIB LumA C1 1 1 0 0 0 0 0 1 0 PT 938 white 0 90 60 80 0.171408231 0.808678 244.42179 -81.547065 0.0479 0.0026 0.319954 0.49930901 1 25 X05BR026 Stage IIA LumA C3 1 1 1 1 0 0 1 1 0 T 858 white 0 60 65 38 1.224621802 0.419537 2072.995491 1557.223982 0.0821 0.1918 1.243373 0.486667428 1 40 X05BR029 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 T 743 white 0 85 85 393 4.036541722 0.800564 1276.678004 -1020.703611 0.0841 0 0.770379 0.900263956 1 80 X05BR038 Stage IA LumA C3 1 1 0 0 0 0 0 1 0 PT 627 white 0 60 65 408 0.765850842 0.689659 771.383893 623.762794 0.0279 0.0213 0.824787 0.506482396 0 45 X05BR042 Stage IIB Basal C4 0 0 0 0 0 0 0 0 1 PT 480 white 10 80 70 130 2.467613128 0.6892 1586.64542 -187.183541 0.0601 0.007 1.060131 0.831125808 1 70 X05BR043 Stage IIB Basal C4 0 0 0 0 0 0 0 0 1 T 600 white 0 75 65 156 3.979357879 0.635422 1641.832908 246.970721 0.0957 0.0011 1.241093 0.738955715 1 60 X05BR044 Stage IIB Her2 C2 0 0 0 0 0 0 0 1 0 PT 753 white 5 75 75 56 0.738050003 0.739732 958.975 -51.971406 0.0636 0.0102 0.688107 0.392150606 1 10 X05BR045 Stage IIA Basal C4 0 0 0 0 0 0 2 0 1 T 720 white 0 65 50 72 3.525720695 0.775181 996.747694 -459.868422 0.0223 0.0107 0.816303 0.615236356 1 30 X06BR003 Stage IIA Her2 C2 0 1 1 0 1 1 2 1 0 not performed 900 hispanic.or.latino 0 70 70 121 1.130305284 0.633125 1397.369991 511.668718 0.1502 0.0016 0.987732 0.653817719 1 NA X06BR005 Stage IIA LumA C1 1 1 0 0 0 0 2 1 0 not performed 696 hispanic.or.latino 5 90 25 64 0.655766629 0.684447 1216.147841 227.860575 0.0647 0.013 0.861046 0.545120343 1 NA X06BR006 NA Normal-like C3 0 0 1 1 0 0 2 0 0 not performed 612 hispanic.or.latino 0 80 15 109 0.158407665 0.50625 1442.230636 1521.072943 0.0071 0.3597 0.882338 0.45327286 NA NA X06BR014 Stage IIB LumA C1 1 1 0 0 0 0 0 1 0 not performed 612 hispanic.or.latino 0 80 65 28 1.117140342 0.816296 166.427034 -92.580645 0.0216 0.0096 0.463028 0.479834639 1 NA X09BR001 NA LumA C1 1 1 0 0 0 0 NA 1 0 not performed NA NA 0 98 80 57 1.506875662 0.789744 678.901475 -301.366779 0.0303 0.0016 0.299912 0.163424541 NA NA X09BR004 Stage IIA Normal-like C4 1 1 1 1 1 1 1 1 0 not performed 904 white 20 60 60 64 2.4659498 0.937017 -668.551236 -1022.189811 0.0141 0.0296 0.286701 0.75219565 1 NA X09BR005 Stage IIB Her2 C2 1 1 1 1 1 1 1 1 0 not performed 459 white 0 70 70 83 1.980462775 0.7839 149.666807 292.376028 0.013 5e-04 0.27765 0.829954222 1 NA X09BR007 Stage IIIA LumA C1 1 1 0 0 0 0 1 1 0 not performed 930 white 2 60 55 55 0.954156191 0.649722 1379.805113 381.84552 0.0642 0.0462 0.890766 0.552216509 2 NA X11BR003 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 not performed 643 asian 15 90 80 881 0.501259382 0.522455 2713.222395 121.34361 0.4051 0 1.820174 0.946462569 1 NA X11BR004 Stage IIA Her2 C2 1 1 1 1 0 0 1 1 0 T 654 asian 0 60 50 47 0.789010588 0.511529 2426.051879 495.473287 0.2778 0.0089 2.018323 0.611965455 1 75 X11BR006 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 NT 654 asian 0 80 30 89 1.602702501 0.65171 1324.834522 418.982014 0.0841 0.079 0.950416 0.658172466 1 0 X11BR009 Stage IIIC LumB C1 1 1 0 0 0 0 0 1 0 T 530 asian 0 80 80 139 4.273306928 0.781986 1029.908175 -566.90084 0.0569 0.0058 0.863016 0.560365573 2 50 X11BR010 Stage IIB LumA C2 1 1 1 1 0 0 1 1 0 T 427 asian 1 60 80 52 1.415629832 0.60255 1353.971531 820.015466 0.0563 0.0171 0.955077 0.522933472 1 50 X11BR011 Stage IIIA LumB C2 1 1 1 1 1 0 2 1 0 T 858 asian 0 90 80 45 1.061994048 0.524123 2187.725322 633.504183 0.2124 0.0703 1.408118 0.592100237 2 60 X11BR012 Stage IIA LumA C1 0 1 0 0 0 0 0 1 0 PT 924 white 0 80 70 105 2.63410438 0.753768 838.54153 -75.321046 0.0475 0.005 0.554932 0.54414769 1 5 X11BR013 Stage IIA LumB C1 0 1 0 0 0 0 0 1 0 T 840 white 0 60 60 67 0.942759279 0.802188 492.568589 -255.099747 0.015 0.0806 0.505907 0.644401762 1 15 X11BR014 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 T 476 white 0 80 70 83 0.072014552 0.505997 1458.02589 1507.273907 0.0313 0.0692 1.000703 0.436756036 2 10 X11BR015 Stage IIIA LumB C1 0 1 0 0 0 0 0 1 0 PT 720 white 0 70 60 30 1.373961288 0.876341 -22.733317 -674.887898 0.0235 0.0114 0.338225 0.65731941 2 10 X11BR016 Stage IIA Basal C4 0 1 0 0 0 0 0 0 1 T 371 white 0 80 80 80 1.96930412 0.727575 1486.399787 -457.511032 0.0694 0 1.369973 1 1 70 X11BR017 Stage IIIA Her2 C2 0 0 0 0 0 0 0 0 1 T 897 white 0 80 70 56 1.084218653 0.651856 1639.612214 102.893143 0.1133 0.0112 1.090942 0.558870506 2 60 X11BR018 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 T 653 white 0 60 25 73 0.167410177 0.452693 2091.740653 1287.446874 0.1287 0.1968 1.547491 0.337389506 2 45 X11BR019 Stage IIA LumB C1 1 1 1 0 0 0 0 1 0 T 735 white 0 90 80 98 1.485021635 0.69222 1719.617176 -348.606579 0.309 0.0088 1.04273 0.576993504 1 70 X11BR020 Stage IIA LumA C2 1 1 0 0 0 0 0 1 0 T 450 white 0 70 60 129 1.349644706 0.599275 1725.041825 476.866338 0.0804 0.0686 1.319588 0.627061119 1 40 X11BR022 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 T 584 white 0 90 60 54 0.041769587 0.701999 893.021712 385.068534 0.0419 0.0094 0.796172 0.68522813 1 25 X11BR023 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 T 702 white 0 90 70 110 1.015638905 0.58525 2056.103037 264.384302 0.1475 0 1.416804 0.835644026 1 30 X11BR024 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 T 969 white 0 90 60 88 1.371127518 0.621099 2238.743018 -224.520717 0.1537 0 1.488928 0.780612324 1 65 X11BR025 Stage IIA LumA C1 1 1 0 0 0 0 0 1 0 PT 929 white 20 90 40 53 0.099965473 0.896845 -289.516909 -710.395533 0.0079 0.002 0.233066 0.55287122 1 5 X11BR027 Stage IIA LumA C1 1 1 0 0 0 0 0 1 0 PT 914 white 3 70 80 125 0.882946157 0.713649 1279.40903 -113.677851 0.0596 0.0014 0.822915 0.363530924 1 25 X11BR028 Stage IIA Her2 C2 0 0 1 1 0 0 1 0 0 T 664 white 0 60 75 104 3.160146832 0.735588 791.509885 157.302638 0.0479 0.0079 0.463925 0.775925119 1 40 X11BR030 Stage IIA Her2 C2 0 0 1 1 0 0 1 0 0 PT 609 asian 2 65 80 95 0.394085544 0.471635 2765.526834 468.139173 0.3322 0.031 1.617953 0.647774985 1 15 X11BR031 Stage IIA LumA C2 1 1 0 0 0 0 0 1 0 T 600 asian 5 65 70 377 1.76392698 0.582517 1519.115732 824.303566 0.0783 0.0836 1.008895 0.472024607 1 35 X11BR032 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 T 597 asian 0 70 65 19 0.307859209 0.565583 1337.777641 1146.538057 0.0367 0.1185 1.079728 0.45262614 1 5 X11BR036 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 PT 619 asian 10 90 80 67 2.126255904 0.897906 -73.398721 -942.899492 0.0051 0.0064 0.234612 0.832424603 1 5 X11BR038 Stage IIA Her2 C2 NA NA 1 1 0 0 1 0 0 PT 569 asian 10 60 55 44 0.606024653 0.54121 2208.369097 475.316791 0.369 0.0363 2.000247 0.651021466 1 30 X11BR040 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 T 814 asian 2 80 65 32 0.265259668 0.742148 716.550157 165.941259 0.0229 0.0666 0.67328 0.427947648 2 20 X11BR042 Stage IIA Her2 C2 0 0 0 0 0 0 0 0 1 T 857 white 15 60 70 31 0.73203768 0.701389 934.889391 349.034868 0.0527 0.0158 0.702472 0.640158289 1 30 X11BR043 Stage IIB LumB C1 1 1 0 0 0 0 0 1 0 T 440 white 0 80 80 83 2.715802638 0.53396 2288.081121 454.178235 0.2159 0.001 1.434464 0.722097264 1 70 X11BR044 Stage IIIA LumB C1 1 1 0 0 0 0 0 1 0 T 576 white 0 75 75 54 1.91595668 0.711318 1127.109032 61.254668 0.1125 0.0056 1.058189 0.830750536 2 60 X11BR047 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 T 710 asian 0 60 55 29 0.630788376 0.71902 635.421797 477.871345 0.0555 0.0248 0.636493 0.527025208 1 50 X11BR049 Stage IIIA LumB C1 1 1 0 0 0 0 0 1 0 T 550 asian 0 70 60 79 1.388772689 0.674546 1242.772843 293.173402 0.0585 0.0089 1.139219 0.622909634 2 65 X11BR050 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 PT 648 asian 2 90 5 28 0.121141789 0.493014 1590.251314 1477.145666 0.0525 0.2123 1.18295 0.453744928 1 10 X11BR051 Stage IIIA LumA C1 1 1 0 0 0 0 0 1 0 T 785 white 5 70 60 45 1.361058459 0.652469 1211.405372 525.588902 0.0605 0.0462 0.815085 0.487273371 2 15 X11BR053 Stage IIA LumB C1 1 1 0 0 0 0 0 1 0 PT 743 white 0 80 50 82 3.656801476 0.829248 201.171392 -282.591904 0.0251 0.0043 0.40404 0.573902251 1 10 X11BR054 Stage IIA LumA C1 1 1 0 0 0 0 0 1 0 T 1013 white 0 75 70 26 0.026149142 0.869544 101.496162 -704.19923 0.037 0 0.329558 0.441018246 1 35 X11BR055 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 T 675 white 0 65 60 85 1.555005308 0.599412 1107.703403 1093.033872 0.0361 0.0626 0.818386 0.61919958 1 5 X11BR056 Stage IIB LumA C2 0 1 0 0 0 0 0 1 0 T 634 asian 0 65 65 39 1.800882719 0.557649 1629.27314 920.369961 0.1494 0.0644 1.21051 0.581368778 1 70 X11BR058 Stage IIA Normal-like C2 NA NA 0 0 0 0 0 0 NA T 787 asian 0 75 65 63 1.010827695 0.554292 1372.43086 1204.728316 0.1061 0.0498 0.873502 0.585720082 1 10 X11BR059 Stage IIA Normal-like C2 NA NA 0 0 0 0 0 1 0 T 551 asian 5 65 65 70 0.812461627 0.711566 1052.949848 133.006864 0.0141 0.0093 1.001855 0.743880292 1 60 X11BR060 Stage IIB Her2 C2 0 0 1 1 1 1 1 0 0 T 634 asian 0 65 60 117 4.033835805 0.595905 1265.591305 964.948681 0.0727 0.0298 0.903779 0.602351578 1 55 X11BR072 Stage IIIC LumA C3 1 1 0 0 0 0 0 1 0 T 848 white 0 65 65 46 0.133328699 0.658547 1076.824162 605.341579 0.0308 0.145 0.79744 0.395994083 2 50 X11BR073 Stage IIIA LumB C1 1 1 0 0 0 0 0 1 0 T 775 white 0 60 65 82 1.468737918 0.526436 2565.542979 237.171381 0.3263 0.0026 1.568457 0.64934993 2 75 X11BR074 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 T 794 white 0 60 60 20 0.310636112 0.614957 991.831168 1075.616092 0.0252 0.0394 0.860188 0.50579834 2 10 X11BR075 Stage IIIA LumB C1 NA NA 0 0 0 0 0 1 0 T 953 white 0 70 65 166 3.39840801 0.687257 954.540245 463.164821 0.0515 0.0274 0.770334 0.624065815 2 30 X11BR080 Stage IIB Basal C4 1 1 0 0 0 0 0 1 0 T 820 white 0 65 50 71 1.451119883 0.552769 2255.776041 333.844739 0.2532 0.0125 1.593937 0.826384301 1 55 X13BR009 Stage IIIB LumB C1 1 1 0 0 0 0 0 1 0 not performed 900 white 0 65 60 70 2.826122978 0.800117 503.860612 -242.807701 0.0283 0.0286 0.49338 0.660835387 2 NA X14BR005 Stage IIA LumA C1 1 1 0 0 0 0 NA 1 0 not performed 940 white 0 75 80 39 1.677906218 0.802282 634.281663 -397.879373 0.0449 0.0149 0.535901 0.526800316 1 NA X14BR008 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 not performed 796 white 0 75 20 25 0.29960095 0.571791 1243.442351 1189.459127 0.0216 0.2005 0.984642 0.313464221 2 NA X14BR014 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 not performed 710 white 0 70 60 23 0.202887753 0.707649 700.860825 522.965467 0.0451 0.1019 0.87434 0.458240632 1 NA X15BR003 Stage IIA LumA C3 0 1 0 0 0 0 0 1 0 not performed 895 white 0 60 60 711 0.139798332 0.583488 1556.414992 778.866509 0.1377 0.1262 1.238836 0.297940894 1 NA X16BR012 Stage IIIC LumB C1 NA NA 0 0 0 0 NA NA NA not performed 570 white 0 65 65 170 0.793115717 0.727713 590.628133 436.886485 0.0393 0.0438 0.578108 0.667343261 2 NA X18BR002 Stage IIIA Her2 C2 0 0 0 0 0 0 0 0 1 T 769 white 0 65 60 158 1.164432244 0.4172 2206.669318 1441.074516 0.1023 0.0326 1.383812 0.501459032 2 5 X18BR003 Stage IIA LumB C1 0 1 0 0 0 0 0 1 0 T 790 white 5 75 70 1066 0.572258451 0.647554 1853.547775 -72.486852 0.1408 0.0032 1.35861 0.568389356 1 60 X18BR004 Stage IIA LumA C1 1 1 0 0 0 0 0 1 0 NT 921 white 0 80 70 28 0.374702641 0.85359 57.675786 -446.188976 0.0313 0.0089 0.404123 0.508861174 1 1 X18BR006 Stage IIA LumB C1 1 1 0 0 0 0 0 1 0 PT 748 white 0 65 60 131 3.248566526 0.574355 1428.845476 982.740632 0.0655 0.0777 0.919271 0.606374976 1 5 X18BR007 Stage IIA LumA C3 1 1 0 0 0 0 2 1 0 not performed 768 white 0 60 60 102 1.238151274 0.616992 1445.219269 604.632201 0.0672 0.005 0.95944 0.628674444 1 NA X18BR009 Stage IIA Normal-like C2 0 0 1 1 0 0 1 0 0 PT 762 white 10 70 40 64 0.459675173 0.472941 2385.70268 837.874347 0.3099 0.0992 1.918183 0.496640158 1 70 X18BR010 Stage IIIA LumA C3 1 1 0 0 0 0 0 1 0 PT 492 white 0 60 50 28 0.519579637 0.634357 966.576375 931.613195 0.0462 0.0266 0.784446 0.671878422 2 10 X18BR016 Stage IA LumA C3 NA NA 0 0 0 0 0 1 0 PT 885 white 0 70 65 36 0.739682923 0.698784 537.772533 771.005706 0.0173 0.0438 0.510331 0.438941735 0 1 X18BR017 Stage IA LumA C2 0 1 0 0 0 0 0 1 0 not performed 872 white 10 75 55 82 1.802915153 0.602272 1304.195032 872.169912 0.0873 0.0206 1.082374 0.56306069 0 NA X18BR019 Stage IIIA LumA C1 1 1 0 0 0 0 0 1 0 not performed 817 white 0 65 60 31 0.323082858 0.727492 838.600703 191.107936 0.0137 0.0523 0.683072 0.431888007 2 NA X20BR001 Stage IIA LumA C1 1 1 0 0 0 0 0 1 0 not performed 986 black.or.african.american 0 98 5 36 0.758862705 0.699324 1240.694726 62.931282 0.1175 0 0.63872 0.318753217 1 NA X20BR002 Stage IIA Basal C4 1 0 0 0 0 0 0 0 0 not performed 1144 white 0 70 55 115 2.420805736 0.707173 680.311661 548.100456 0.0289 0.0389 0.643153 0.779723581 1 NA X20BR005 Stage IIB Basal C4 0 0 0 0 0 0 0 0 1 not performed 568 black.or.african.american 2 65 70 139 3.97560851 0.654655 932.987215 784.333896 0.0393 0.001 0.526494 0.553935398 1 NA X20BR006 Stage IIB Basal C4 0 1 0 0 0 0 0 1 0 not performed 786 white 10 80 70 96 2.879015576 0.775527 535.17001 -2.021472 0.0059 0.0059 0.339632 0.451417647 1 NA X20BR007 Stage IIA Basal C4 0 0 0 0 0 0 0 0 1 not performed 660 black.or.african.american 0 75 70 129 2.437907928 0.588594 1507.621871 784.728836 0.1303 0 0.731444 0.526077873 1 NA X20BR008 Stage IIIB Her2 C2 0 0 0 0 0 0 0 0 1 not performed 863 black.or.african.american 5 65 40 94 0.26096968 0.610224 954.860667 1153.385721 0.0747 0.0095 0.385938 0.183250787 2 NA X21BR001 NA LumB C1 0 0 1 1 0 0 NA 0 0 not performed NA white 0 60 80 287 1.925994132 0.625141 2014.358538 -35.342048 0.1573 0.004 1.085131 0.356451504 NA NA X21BR002 NA LumA C1 1 1 0 0 0 0 NA 1 0 not performed NA white 0 65 60 50 0.751422632 0.543167 1956.58573 711.234125 0.1577 0.0136 0.959089 0.263091541 NA NA X21BR010 Stage IIA LumA C3 1 1 0 0 0 0 0 1 0 not performed 852 white 0 60 55 26 0.345134879 0.682815 628.877273 830.372368 0.0293 0.0195 0.267234 0 1 NA X22BR005 Stage IIB LumA C1 1 1 1 1 0 0 1 1 0 not performed 552 white 15 65 75 98 1.722306367 0.674586 1346.716615 188.859577 0.0647 0.004 1.010303 0.605869428 1 NA X22BR006 Stage IIIA LumA C1 1 1 0 0 0 0 0 1 0 not performed 660 black.or.african.american NA NA NA 21 0.381897508 0.67507 1012.34597 518.765898 0.0553 0.0768 0.890611 0.411004451 2 NA