ER_IHC_status Grade HER2_IHC_status Histology pam50 MB_0005 pos 2 NA IDC LumB MB_0048 pos 2 NA IDC+ILC Her2 MB_0025 pos 3 NA IDC LumB MB_0083 pos 2 NA ILC LumB MB_0053 pos 2 NA IDC LumB MB_0056 pos 2 NA IDC+ILC LumB MB_0068 pos 1 NA IDC-TUB LumA MB_0093 pos 3 0 IDC+ILC LumB MB_0079 neg 3 0 IDC Her2 MB_0108 pos 3 NA IDC LumB MB_0006 pos 2 0 IDC LumB MB_0014 pos 2 NA IDC LumB MB_0022 pos 2 NA IDC+ILC LumB MB_0039 pos 1 NA OTHER INVASIVE LumB MB_0062 neg 3 NA IDC-MED Basal MB_0054 pos 3 NA IDC LumB MB_0081 pos 2 NA IDC LumB MB_0071 pos 2 NA IDC+ILC LumB MB_0099 pos 2 0 IDC+ILC LumB MB_0064 pos 2 NA IDC LumB MB_0107 pos 3 NA IDC LumB MB_4681 pos NA 1 ILC LumA MB_4626 pos 3 1 IDC Her2 MB_4639 pos 3 1 IDC LumB MB_4673 pos 2 1 IDC LumB MB_4711 neg 3 3 IDC Basal MB_4607 pos 2 1 IDC LumA MB_4669 pos 3 1 IDC LumB MB_4015 neg 2 1 IDC Her2 MB_2931 pos 2 1 IDC LumB MB_2927 pos 1 1 IDC-TUB LumA MB_2919 pos 1 1 IDC-MUC LumB MB_2944 neg 3 1 IDC LumA MB_2929 neg 2 1 IDC Her2 MB_2932 pos 3 1 IDC LumB MB_2724 neg 3 3 IDC Basal MB_2712 pos 1 1 IDC+ILC LumA MB_2720 neg 2 3 IDC LumB MB_3062 neg 3 1 IDC Basal MB_3050 pos 3 1 IDC LumB MB_4722 NA NA 1 IDC LumA MB_4731 neg 3 NA IDC Her2 MB_4725 pos 3 3 IDC Her2 MB_4707 neg 3 1 IDC Basal MB_4643 neg 3 3 IDC Her2 MB_3363 pos 3 1 IDC Basal MB_3383 neg 3 1 IDC Basal MB_3344 pos 2 1 IDC LumA MB_3381 pos 3 1 IDC LumA MB_3297 neg 3 1 IDC Basal MB_3301 pos 2 NA IDC-TUB LumB MB_3088 pos 2 1 IDC LumA MB_2764 pos 2 1 IDC Normal MB_2744 pos 2 1 ILC Normal MB_7114 neg 3 NA IDC Basal MB_7118 NA 2 1 IDC LumA MB_7113 pos 1 NA IDC LumA MB_7130 pos 3 NA IDC LumB MB_7149 pos 3 NA IDC LumB MB_7140 pos 3 NA IDC LumB MB_7148 pos 3 NA ILC LumA MB_7208 neg 3 NA IDC Basal MB_7170 pos 2 NA IDC LumA MB_7174 NA 3 1 IDC LumB MB_7252 pos 3 1 IDC Her2 MB_7244 pos 1 1 IDC LumA MB_7187 neg 2 NA IDC Normal MB_7251 pos 3 NA IDC Her2 MB_7173 pos 2 1 ILC LumA MB_3001 neg 3 1 IDC Basal MB_2952 pos 1 1 IDC-TUB LumA MB_7097 pos NA NA ILC LumB MB_7104 pos 3 NA IDC Basal MB_7099 pos 2 NA IDC LumB MB_7069 pos 3 NA IDC Her2 MB_7066 neg 3 NA IDC Her2 MB_7100 pos 3 NA IDC LumB MB_7067 neg 2 NA IDC Her2 MB_7073 neg 3 NA IDC Basal MB_7063 pos 3 NA IDC LumA MB_7102 pos 1 1 IDC-MUC LumB MB_7068 pos 3 NA IDC Her2 MB_7075 pos 2 NA IDC LumB MB_7053 pos 3 NA IDC LumA MB_7074 pos 1 NA IDC Normal MB_7057 neg 2 NA ILC Normal MB_7109 pos 3 NA IDC+ILC LumB MB_7051 pos 2 NA IDC Her2 MB_7071 pos 3 NA IDC Her2 MB_7106 pos 1 NA IDC LumA MB_7059 neg 3 NA IDC Her2 MB_7107 pos 3 1 IDC LumA MB_7076 pos 2 NA IDC LumA MB_7111 pos 3 NA IDC Basal MB_7015 pos 3 1 IDC LumB MB_7026 pos 2 1 IDC LumB MB_7013 pos 1 3 IDC LumA MB_7023 neg 3 1 IDC Basal MB_7024 pos 3 1 IDC LumB MB_7014 pos 3 1 IDC Basal MB_7017 neg 3 1 IDC Basal MB_7019 pos 2 1 IDC LumB MB_3510 pos 1 1 IDC-TUB LumA MB_3500 neg 3 1 IDC Basal MB_3396 neg 3 1 IDC Basal MB_3435 neg 3 3 IDC Her2 MB_7186 pos 2 1 IDC LumB MB_7142 NA 2 1 IDC LumB MB_7196 pos 3 NA IDC Her2 MB_7171 pos 3 NA IDC LumB MB_7145 neg 3 NA IDC Basal MB_7132 pos 2 NA IDC LumB MB_7189 pos 2 1 IDC LumB MB_7137 pos NA NA IDC-MUC LumA MB_7181 pos 3 NA IDC LumB MB_7155 neg 3 NA IDC Basal MB_7138 pos 3 NA IDC LumB MB_3295 pos 3 1 IDC Normal MB_3218 neg 3 1 IDC Basal MB_7232 pos 2 NA IDC LumA MB_7281 pos 3 NA IDC Her2 MB_7270 neg 3 NA ILC Basal MB_7231 pos NA 3 IDC-MUC LumA MB_7220 pos 2 NA ILC LumB MB_7277 pos 2 3 IDC LumA MB_7269 neg 3 NA IDC Basal MB_7280 pos 2 1 IDC-MUC LumA MB_7227 pos 2 NA IDC Normal MB_7278 pos 2 1 IDC LumA MB_2610 pos 1 1 IDC-TUB LumA MB_2517 neg 3 3 IDC Her2 MB_2896 pos 2 1 IDC-TUB Normal MB_2901 pos 2 1 IDC LumB MB_2895 neg 3 2 IDC Basal MB_2900 pos 2 1 ILC Normal MB_2939 pos 3 3 IDC LumB MB_7008 neg 3 1 IDC Basal MB_7002 pos 2 1 IDC LumB MB_7000 pos 2 1 OTHER INVASIVE LumB MB_7006 pos 1 1 IDC-TUB LumA MB_7007 neg 3 3 IDC Basal MB_7011 pos 3 1 IDC LumB MB_7001 pos 2 3 IDC+ILC LumA MB_7009 neg 3 1 IDC Basal MB_7003 pos 2 1 IDC Normal MB_7005 pos 1 1 IDC LumB MB_7010 pos 1 1 IDC LumA MB_3153 neg 3 1 IDC Basal MB_3211 neg 3 1 IDC Basal MB_3181 pos 3 NA IDC-TUB LumB MB_3252 pos 1 1 IDC-MUC LumA MB_3266 pos 3 1 IDC LumB MB_7081 neg 3 NA IDC Basal MB_7093 pos 1 NA IDC LumA MB_7083 pos 2 NA IDC LumB MB_7091 pos 1 NA IDC LumA MB_7065 pos 2 NA IDC LumB MB_7085 pos 2 NA ILC Normal MB_7096 pos 2 NA IDC LumA MB_7018 neg 2 NA IDC Her2 MB_7088 pos 3 NA IDC Her2 MB_7055 neg 3 NA IDC Basal MB_7080 pos 1 NA IDC LumA MB_7161 pos 2 NA IDC LumA MB_7115 NA 3 3 IDC Her2 MB_7123 NA 1 1 IDC-MUC LumA MB_7176 pos 2 NA IDC LumA MB_7121 neg 3 NA IDC Basal MB_7172 pos 2 NA ILC LumB MB_7164 pos 1 NA IDC LumA MB_7127 pos NA NA IDC-MUC Normal MB_7128 pos 2 NA IDC LumA MB_7157 pos 2 1 IDC LumB MB_7092 neg 1 NA IDC Her2 MB_7135 neg 3 NA IDC Her2 MB_3754 pos 3 1 IDC LumB MB_3536 pos 2 1 IDC Normal MB_3748 pos 3 1 IDC LumA MB_3530 pos 2 1 IDC-TUB Her2 MB_3528 neg 3 3 IDC Her2 MB_3547 pos NA NA DCIS LumA MB_3576 pos 3 1 IDC+ILC Her2 MB_2770 pos 2 1 ILC LumA MB_2758 neg 3 2 IDC Basal MB_2771 pos 3 1 IDC Basal MB_7152 pos 3 NA IDC Her2 MB_7143 neg 3 NA IDC Her2 MB_7197 pos 2 NA IDC LumB MB_7153 pos 2 NA ILC Her2 MB_7144 pos 3 NA IDC LumB MB_7185 pos 2 NA IDC LumA MB_7199 pos 2 1 IDC LumB MB_7158 neg 3 NA IDC Basal MB_7163 neg 2 NA ILC LumA MB_7215 pos 2 1 IDC+ILC LumA MB_7200 pos 3 1 IDC LumB MB_7193 pos 3 NA IDC LumB MB_7188 pos NA 1 OTHER INVASIVE LumB MB_7198 pos 3 NA IDC Basal MB_7256 neg 2 3 IDC Her2 MB_7258 neg 3 1 IDC Basal MB_7194 pos 2 NA IDC-MUC LumB MB_7254 pos 2 1 IDC LumA MB_7262 pos 3 NA IDC Her2 MB_2990 pos 1 1 IDC-TUB LumA MB_2993 neg 3 1 IDC Basal MB_3031 neg 3 3 IDC-MED Her2 MB_2904 neg 3 1 IDC Basal MB_2846 neg 2 NA IDC Basal MB_7154 neg 3 NA IDC Basal MB_7229 pos 3 NA IDC LumA MB_7151 pos 3 NA IDC Basal MB_7228 pos 2 1 IDC Normal MB_7218 pos 1 NA IDC LumA MB_7147 pos 3 NA IDC LumB MB_7219 pos 1 NA IDC LumA MB_7165 neg 3 NA IDC Basal MB_7150 pos 3 NA IDC LumB MB_3462 pos 2 1 IDC LumA MB_3417 pos 2 1 IDC LumB MB_2721 neg 1 1 IDC-TUB LumA MB_3092 pos 3 1 IDC+ILC LumB MB_2821 neg NA 1 IDC-MED Basal MB_2850 neg 3 1 IDC Basal MB_2820 pos 3 1 IDC LumA MB_2823 pos 3 3 IDC Normal MB_2792 pos 2 2 IDC Her2 MB_7273 neg 3 3 IDC Her2 MB_7283 pos 2 1 ILC LumB MB_7284 pos 3 NA ILC LumA MB_7279 pos 2 NA IDC Her2 MB_7233 pos 2 1 IDC Her2 MB_7287 pos 3 NA IDC LumB MB_7250 neg 3 3 IDC Her2 MB_7238 pos 3 NA IDC Her2 MB_7285 pos 2 1 OTHER INVASIVE LumB MB_7260 neg 3 NA IDC Her2 MB_7264 pos 3 NA IDC Normal MB_7268 pos 3 1 ILC LumA MB_7276 pos 1 1 IDC LumA MB_7212 pos 3 NA ILC LumA MB_7267 neg 3 NA IDC Basal MB_7266 pos 1 1 IDC LumB MB_7216 pos 2 NA IDC-MUC LumB MB_7195 pos 2 1 IDC LumA MB_7201 pos 2 NA IDC+ILC Basal MB_7217 pos NA NA ILC LumA MB_2778 pos 2 1 IDC-TUB NC MB_2815 pos 1 NA IDC-TUB Normal MB_2833 neg 3 1 IDC Basal MB_3614 pos 3 1 IDC LumB MB_7052 neg 3 NA IDC Basal MB_7124 NA 2 1 IDC LumA MB_7122 pos 3 NA IDC Basal MB_7133 pos 3 NA IDC LumB MB_7084 neg 3 NA IDC Basal MB_7101 pos 2 NA IDC LumA MB_7116 pos 2 NA ILC LumB MB_7131 pos 3 NA IDC LumB MB_7090 neg 3 NA IDC Basal MB_7095 pos 1 NA IDC LumA MB_7094 pos 3 NA IDC LumB MB_7087 neg 3 NA IDC Basal MB_7077 pos 2 NA IDC LumA MB_7072 pos 2 NA IDC LumB MB_7041 pos NA NA ILC LumA MB_7044 pos 2 NA IDC Normal MB_7022 pos 2 1 IDC LumB MB_7070 pos 3 NA IDC Her2 MB_7079 pos 2 NA IDC Normal MB_7035 neg 3 3 IDC Her2 MB_7025 neg 3 1 IDC Basal MB_7062 pos 1 NA IDC LumA MB_7036 neg 3 NA IDC Basal MB_7046 pos 2 NA IDC Her2 MB_4839 NA NA 1 IDC LumB MB_5559 neg 3 NA IDC Basal MB_5463 pos NA NA ILC LumB MB_4744 pos 3 1 IDC LumB MB_4769 neg 3 1 IDC Basal MB_4484 pos 3 1 ILC Normal MB_5558 neg 3 NA IDC Basal MB_4750 pos 2 1 IDC LumB MB_4793 neg 3 1 IDC Basal MB_4843 pos NA 1 IDC LumA MB_5563 pos 2 NA ILC LumA MB_5546 pos 2 NA IDC-MUC Normal MB_5513 pos 2 NA IDC Basal MB_5656 pos 2 NA IDC Normal MB_5530 pos 3 NA IDC Basal MB_5553 pos 2 NA IDC LumB MB_4836 pos 3 1 IDC Her2 MB_4828 pos 3 1 ILC LumB MB_4697 pos NA 1 ILC NC MB_4679 neg 3 1 IDC-MED Basal MB_4033 pos 2 1 IDC+ILC LumA MB_4692 pos 1 1 OTHER INVASIVE LumA MB_4675 pos 3 1 IDC LumA MB_4653 pos 3 NA IDC Normal MB_4663 neg 3 3 IDC Basal MB_4660 neg 3 NA IDC Basal MB_5275 pos 2 1 IDC Her2 MB_4654 pos 3 1 IDC LumB MB_2618 pos 2 1 IDC LumB MB_2718 neg 2 1 IDC-TUB Basal MB_2643 NA 2 NA IDC Basal MB_2629 pos 3 1 IDC LumB MB_2645 pos 3 1 IDC Basal MB_2626 pos 3 3 IDC LumB MB_6263 pos 2 NA IDC LumA MB_6305 neg 3 NA IDC Basal MB_6185 pos 1 NA IDC LumA MB_6187 pos 3 NA IDC Normal MB_6248 neg 3 NA IDC Basal MB_6330 neg 2 NA IDC Her2 MB_6184 pos 3 NA IDC Her2 MB_6329 neg 3 NA IDC LumB MB_6283 pos 3 NA IDC+ILC LumA MB_6359 pos 2 NA IDC Her2 MB_6337 neg 3 NA IDC Basal MB_6256 pos 1 NA IDC LumA MB_6201 pos 2 NA ILC LumB MB_6207 pos 2 NA IDC LumA MB_6194 neg 2 NA IDC Normal MB_6281 pos 2 NA IDC LumB MB_6322 pos 2 NA IDC LumB MB_6223 neg 3 NA IDC Basal MB_6190 pos 2 NA IDC LumA MB_6306 pos 3 NA IDC LumB MB_6188 neg 3 NA IDC Basal MB_6318 pos 3 NA IDC Her2 MB_6228 neg 3 NA IDC Basal MB_6226 pos 2 NA IDC+ILC Normal MB_6225 pos 2 NA IDC LumA MB_6280 neg 3 NA IDC Basal MB_6253 pos 1 NA IDC LumA MB_6098 neg 3 NA IDC Basal MB_6017 pos 1 NA IDC LumA MB_6019 pos 2 NA IDC Normal MB_6163 pos 2 NA IDC LumA MB_6157 pos 3 NA IDC Basal MB_6179 pos 1 NA IDC LumA MB_6105 pos 1 NA IDC Her2 MB_6047 pos 2 NA IDC Her2 MB_6001 pos 2 NA IDC+ILC LumA MB_6050 pos 2 NA IDC LumA MB_6169 pos 3 NA IDC Basal MB_4548 neg 3 NA IDC Her2 MB_4564 pos 3 1 IDC LumA MB_4591 pos 3 1 IDC LumB MB_4557 pos 1 NA IDC LumA MB_4601 neg 3 3 IDC Basal MB_4598 pos 2 1 IDC LumB MB_4578 pos 2 NA IDC LumA MB_4593 pos 2 1 IDC LumA MB_5186 pos NA 3 IDC LumA MB_4974 neg 3 1 IDC Basal MB_4978 pos NA 1 ILC Normal MB_5086 pos NA 1 IDC LumA MB_5150 pos 2 1 IDC Normal MB_5345 pos 1 NA IDC Normal MB_4696 neg 3 1 IDC Basal MB_4695 pos 2 1 ILC Normal MB_4714 neg 3 1 IDC Basal MB_4705 pos 2 1 IDC LumA MB_4882 NA 1 NA IDC LumA MB_4879 NA 3 3 IDC Her2 MB_4881 neg 3 1 IDC Basal MB_4846 pos 2 3 IDC LumB MB_4870 pos 1 1 IDC LumA MB_4224 pos 2 NA IDC NC MB_4845 pos NA 1 ILC LumA MB_4904 neg 3 3 IDC Her2 MB_4865 neg 3 1 IDC Basal MB_4876 pos 2 1 IDC Basal MB_4860 pos 2 1 ILC LumA MB_5081 pos 2 1 IDC Normal MB_4897 pos 1 NA IDC-TUB Normal MB_4925 pos 2 1 IDC LumB MB_4883 NA 2 1 IDC LumA MB_4896 neg 3 3 IDC Basal MB_4987 neg 2 NA ILC LumA MB_4416 neg 3 NA IDC-MED Basal MB_4374 pos 3 NA IDC LumA MB_4407 neg 3 NA IDC Basal MB_5039 pos 3 3 IDC LumB MB_4119 pos 2 NA IDC Her2 MB_4091 pos 3 NA IDC LumA MB_5079 pos 2 1 IDC LumA MB_5073 pos NA 1 IDC-MED LumA MB_5105 pos 2 1 IDC LumA MB_4254 neg 3 NA IDC-MED Basal MB_5174 NA NA NA IDC Her2 MB_4742 pos NA 1 IDC LumA MB_5239 NA 2 NA IDC LumB MB_5251 pos NA NA IDC LumA MB_4996 pos 1 1 IDC LumA MB_4282 pos 3 1 IDC LumA MB_4603 pos 2 1 IDC Normal MB_4621 neg 3 1 IDC Basal MB_4853 pos NA 1 IDC+ILC LumA MB_4362 pos 3 NA IDC Normal MB_4602 pos 3 1 IDC LumB MB_4222 pos 1 NA IDC Her2 MB_4893 neg 3 1 IDC Basal MB_4859 pos 2 1 IDC Normal MB_4212 pos 2 NA IDC LumA MB_4873 pos 2 1 IDC LumB MB_4942 neg 3 1 IDC-MED Basal MB_4949 pos 3 1 IDC LumB MB_4928 pos 3 1 IDC Her2 MB_5098 pos NA 1 IDC LumA MB_5313 pos NA NA IDC Her2 MB_4145 pos NA NA IDC Her2 MB_5122 pos NA 1 IDC LumA MB_5278 pos NA 1 ILC Normal MB_4213 pos 2 1 IDC LumB MB_4126 pos NA NA IDC Her2 MB_4957 NA 2 1 IDC LumB MB_5470 pos 1 1 IDC Basal MB_5317 pos 2 NA ILC LumB MB_5308 pos 3 NA IDC Normal MB_4976 pos 1 1 IDC LumA MB_5277 pos 2 1 IDC+ILC Normal MB_5110 pos NA 1 ILC Normal MB_4046 pos 2 NA IDC Her2 MB_4012 neg NA NA IDC-MED Her2 MB_4141 pos 3 NA IDC Her2 MB_4001 pos 2 NA IDC LumA MB_4792 neg 3 1 IDC Basal MB_4738 pos 2 1 IDC-TUB Normal MB_4264 pos 2 NA IDC LumA MB_4794 pos NA 1 IDC LumA MB_4782 NA 2 NA IDC+ILC Normal MB_5008 neg 3 NA IDC Her2 MB_4426 pos 3 NA IDC Basal MB_4390 pos 2 NA IDC LumA MB_4434 pos 3 NA IDC Her2 MB_4368 pos 2 NA IDC LumA MB_4442 pos 2 NA IDC LumA MB_4418 pos 2 NA IDC LumA MB_4381 pos 1 NA IDC Normal MB_4395 pos 3 NA IDC Her2 MB_4630 pos NA NA ILC LumB MB_6010 pos 3 NA INVASIVE TUMOUR LumB MB_6021 pos 2 NA ILC LumA MB_6059 neg 2 NA IDC Normal MB_6154 pos 2 NA IDC LumB MB_6097 pos 2 NA IDC LumA MB_6107 pos 3 NA ILC Normal MB_6023 pos 2 NA ILC Normal MB_6152 pos 2 NA IDC Basal MB_6018 pos 2 NA IDC LumA MB_6082 neg 2 NA IDC Normal MB_6029 pos 3 NA IDC LumA MB_5295 neg 2 NA IDC Basal MB_5386 pos 2 NA IDC LumB MB_5092 pos 3 1 IDC LumA MB_6068 neg 2 NA IDC Basal MB_6039 pos 3 NA IDC Her2 MB_6022 pos 2 NA IDC+ILC LumB MB_6125 pos 2 NA IDC Normal MB_6053 pos 1 NA IDC LumB MB_6135 pos 2 NA IDC LumB MB_6042 pos 2 NA IDC Normal MB_6058 neg 2 NA IDC Basal MB_6077 pos 2 NA IDC NC MB_6052 neg 3 NA INVASIVE TUMOUR Basal MB_5368 pos 3 NA IDC Normal MB_4189 pos NA NA IDC Her2 MB_5335 neg 3 NA IDC Basal MB_4008 pos 3 1 IDC LumB MB_5134 pos 2 1 IDC LumA MB_4139 pos NA NA IDC LumB MB_5130 pos 3 1 IDC LumA MB_5135 neg 3 1 IDC Basal MB_4880 NA 3 NA IDC+ILC Basal MB_5054 neg 3 3 IDC Basal MB_5057 neg 3 1 IDC Basal MB_4098 pos NA NA IDC-MED Her2 MB_4760 pos NA 1 IDC LumA MB_5102 neg 3 NA IDC Basal MB_5420 pos 3 NA IDC Basal MB_5458 neg 3 NA IDC Basal MB_5492 pos 3 NA ILC LumA MB_5407 pos 3 NA IDC LumA MB_5394 pos 2 NA IDC Her2 MB_5410 pos 3 NA IDC LumA MB_5406 pos NA NA IDC LumB MB_4329 pos 3 NA IDC LumA MB_4005 pos 2 NA ILC LumB MB_6288 pos 3 NA IDC LumB MB_6272 neg 3 NA IDC Basal MB_6218 pos 3 NA IDC LumA MB_6246 neg 3 NA IDC Her2 MB_6217 neg 1 NA IDC-MUC LumB MB_6206 pos 3 NA DCIS LumA MB_6308 pos 2 NA IDC LumA MB_6271 pos 2 NA ILC LumA MB_6245 neg 3 NA IDC Basal MB_6233 pos 1 NA IDC LumB MB_4343 NA 3 NA IDC Her2 MB_4281 pos 3 NA IDC Her2 MB_4283 pos 2 NA IDC LumA MB_4341 neg 3 NA IDC Her2 MB_4303 neg 3 NA IDC Basal MB_4274 pos 2 NA IDC LumB MB_4292 pos 3 NA IDC LumA MB_4278 pos 3 NA IDC Her2 MB_5399 pos NA NA IDC LumA MB_5364 pos 3 NA IDC Normal MB_3526 pos 3 2 IDC Normal MB_6138 pos 3 NA ILC LumB MB_6049 pos 2 NA IDC Her2 MB_6055 neg 3 NA IDC Basal MB_6108 pos 2 NA IDC LumA MB_6044 pos 2 NA IDC Her2 MB_6181 pos 1 NA IDC LumA MB_6100 neg 2 NA IDC Her2 MB_6085 neg 2 NA IDC Her2 MB_6113 neg 2 NA INVASIVE TUMOUR Her2 MB_6079 pos 2 NA IDC LumB MB_6103 pos 2 NA INVASIVE TUMOUR Normal MB_6016 pos 2 NA IDC LumA MB_6149 pos 1 NA IDC LumA MB_6131 pos 2 NA IDC Her2 MB_6007 pos 2 NA IDC Her2 MB_6147 pos 1 NA ILC Normal MB_6114 neg 2 NA IDC Her2 MB_6167 pos 2 NA IDC+ILC LumA MB_6146 pos 3 NA IDC Her2 MB_6092 pos 2 NA IDC Normal MB_6160 neg 2 NA INVASIVE TUMOUR Her2 MB_6075 pos 2 NA IDC LumB MB_6011 pos NA NA IDC LumB MB_6071 pos 2 NA IDC LumA MB_6214 pos 2 NA IDC LumA MB_6334 neg 3 NA IDC Her2 MB_6346 pos 2 NA IDC LumB MB_6319 neg 2 NA IDC+ILC Normal MB_6200 pos 3 NA IDC LumA MB_6336 neg 3 NA INVASIVE TUMOUR Basal MB_6211 pos 2 NA IDC LumA MB_6232 pos 2 NA IDC LumA MB_6234 pos 2 NA IDC Normal MB_6300 pos 2 NA ILC LumB MB_5533 pos 3 NA IDC Normal MB_5543 pos 3 NA IDC LumA MB_4236 pos 3 NA IDC Her2 MB_4234 pos 3 NA IDC LumA MB_4270 neg 2 NA IDC Her2 MB_4235 pos 2 NA IDC Basal MB_4250 pos 2 NA IDC LumA MB_5467 pos 3 NA IDC Normal MB_4323 pos NA NA IDC LumA MB_4318 pos 3 NA IDC LumB MB_4333 pos 1 NA IDC LumA MB_4339 pos 2 NA IDC LumB MB_4322 pos 2 NA IDC LumA MB_4351 pos 3 NA IDC Her2 MB_5063 neg 3 3 IDC Her2 MB_4360 neg 3 NA IDC Her2 MB_4375 pos 2 NA IDC Normal MB_4798 pos 2 1 IDC Normal MB_4746 neg 3 1 IDC Normal MB_4838 pos 2 1 IDC LumB MB_4829 pos NA 1 IDC LumB MB_4802 NA 2 1 ILC LumB MB_5426 neg 3 NA IDC Basal MB_5444 pos 1 NA IDC LumA MB_5431 pos 2 NA IDC Basal MB_5447 pos NA NA IDC LumB MB_5434 pos 3 NA IDC LumB MB_5255 neg 3 NA IDC Normal MB_5231 neg NA NA IDC Her2 MB_5339 pos 3 NA IDC NC MB_5208 neg 3 1 IDC Basal MB_5428 pos 2 NA IDC LumA MB_5440 neg 3 NA IDC-MED Basal MB_5425 pos 2 NA IDC LumA MB_5298 neg 3 NA IDC Basal MB_5334 pos 3 NA IDC LumA MB_5326 pos 1 NA ILC Normal MB_4059 pos 2 NA IDC Normal MB_6230 pos 2 NA IDC LumA MB_6150 pos 2 NA IDC LumB MB_6014 neg 1 NA IDC+ILC Normal MB_6145 pos 2 NA IDC LumB MB_6012 pos 2 NA IDC LumA MB_6024 pos 2 NA IDC LumA MB_6124 pos 3 NA IDC LumA MB_6171 pos 2 NA IDC LumA MB_6060 pos 3 NA IDC LumB MB_6008 pos 3 NA IDC+ILC LumB MB_6036 neg 3 NA IDC-MED Basal MB_6144 pos 2 NA IDC-MED Basal MB_5346 neg 3 NA IDC Basal MB_5373 pos 3 NA IDC LumB MB_6178 neg 3 NA IDC Basal MB_6063 neg 3 NA IDC Normal MB_6020 pos 2 NA IDC LumB MB_6062 neg 3 NA IDC-MED Basal MB_6069 pos 2 NA IDC LumA MB_6141 pos 3 NA IDC LumB MB_6118 pos 2 NA IDC LumA MB_6065 pos 1 NA IDC-MUC LumA MB_6006 pos 1 NA IDC LumA MB_6048 pos 2 NA IDC Her2 MB_6116 neg 2 NA IDC Her2 MB_4310 pos 1 NA IDC LumA MB_4300 pos 3 NA IDC Her2 MB_4298 pos 2 NA IDC LumB MB_4417 neg 3 NA IDC Basal MB_4079 pos 3 NA IDC Her2 MB_4317 pos 2 NA IDC Her2 MB_4350 neg 3 NA IDC Her2 MB_4332 neg 3 NA IDC-MED Basal MB_4324 pos 3 NA IDC Her2 MB_4306 pos 1 NA IDC-TUB LumA MB_7226 pos 3 NA IDC LumB MB_7205 neg 3 1 IDC Basal MB_7160 pos 3 NA IDC Her2 MB_7159 neg 3 NA IDC Basal MB_7167 pos 2 NA IDC+ILC Her2 MB_7207 neg NA NA IDC Her2 MB_7237 pos 2 1 IDC NC MB_7241 pos 2 1 IDC LumB MB_7236 pos 2 NA IDC LumB MB_7168 pos 3 NA IDC LumA MB_7162 pos 1 NA IDC LumA MB_7235 pos 2 1 IDC LumA MB_4331 pos 3 NA IDC Her2 MB_4353 pos 3 NA IDC LumB MB_4354 pos 2 NA IDC Her2 MB_4328 pos 2 NA IDC LumA MB_4348 pos 3 NA IDC Her2 MB_6030 pos 1 NA IDC LumA MB_6133 pos 2 NA ILC LumA MB_6083 pos 2 NA IDC LumA MB_6026 pos 2 NA IDC LumB MB_6168 pos 2 NA IDC LumA MB_6101 pos 2 NA INVASIVE TUMOUR Normal MB_6156 pos 3 NA INVASIVE TUMOUR Her2 MB_6051 pos 2 NA ILC LumA MB_6182 pos 3 NA IDC Her2 MB_6080 pos 3 NA IDC LumB MB_6143 neg 3 NA INVASIVE TUMOUR Basal MB_6164 pos 2 NA IDC LumB MB_0551 pos 2 NA IDC+ILC Normal MB_0391 neg 3 3 IDC Her2 MB_0367 pos 2 NA IDC Normal MB_5171 pos 2 NA IDC Normal MB_5199 neg 3 3 IDC Basal MB_5177 pos 3 1 IDC LumB MB_5178 pos 3 NA IDC Normal MB_5280 pos 3 1 IDC Normal MB_5148 pos 3 1 IDC Her2 MB_4342 pos NA 1 IDC LumA MB_5225 neg 3 1 IDC Basal MB_4024 neg 3 1 IDC Basal MB_6314 pos 2 NA IDC Her2 MB_6257 pos 3 NA IDC LumB MB_6358 pos 2 NA IDC Her2 MB_6242 neg 3 NA IDC Basal MB_6237 neg 3 NA IDC Basal MB_6183 pos 2 NA IDC LumB MB_6254 pos 2 NA IDC-MUC LumB MB_6231 pos 3 NA IDC Normal MB_6204 pos 3 NA IDC Normal MB_6229 pos 1 NA IDC LumA MB_5154 neg 3 NA IDC Normal MB_5175 pos NA NA IDC Basal MB_5173 neg 3 NA IDC Basal MB_5162 NA 2 NA ILC Basal MB_5164 pos 3 3 IDC Normal MB_7253 pos 2 1 IDC-MUC LumB MB_7298 pos 2 1 IDC LumB MB_7299 pos 3 NA IDC LumB MB_7293 pos 3 1 IDC LumA MB_3978 neg 3 3 IDC Her2 MB_7288 pos 2 NA IDC LumB MB_2923 neg 3 3 IDC Her2 MB_0402 pos 1 NA IDC-TUB Normal MB_0381 pos 3 3 IDC Her2 MB_0592 pos NA NA OTHER INVASIVE LumB MB_5271 pos 2 NA IDC LumB MB_5235 pos 2 NA IDC Basal MB_4931 neg 3 NA IDC Basal MB_5332 pos 2 NA IDC Her2 MB_7045 neg 2 1 IDC Her2 MB_7049 neg 3 NA IDC Basal MB_7031 neg 3 3 IDC Basal MB_7061 pos 2 NA IDC Normal MB_7050 pos 2 NA IDC Her2 MB_7078 neg 3 NA IDC Basal MB_7054 pos 3 NA IDC Basal MB_7048 pos 2 NA IDC Her2 MB_7058 pos NA NA IDC+ILC Normal MB_7056 pos 2 NA IDC LumA MB_7038 neg 3 1 IDC Basal MB_7086 pos 2 NA IDC LumB MB_0177 pos 2 NA IDC LumA MB_0435 pos 2 NA IDC-MUC Basal MB_0159 NA NA NA DCIS Basal MB_0399 neg 3 1 IDC Her2 MB_0388 pos 3 3 IDC Normal MB_0351 pos NA NA IDC-MUC LumB MB_0615 neg 2 3 IDC Normal MB_0265 pos 2 NA IDC Basal MB_0116 pos 2 NA ILC Normal MB_0472 pos NA NA OTHER INVASIVE LumB MB_0330 pos 3 3 IDC Basal MB_0191 neg 3 NA IDC Basal MB_0231 NA NA NA IDC-MUC LumA MB_0558 neg 3 NA IDC Basal MB_0393 pos 3 1 IDC Basal MB_0553 pos 2 NA IDC LumA MB_0587 pos 2 1 IDC+ILC LumA MB_0611 pos 3 NA IDC LumB MB_0640 pos 2 NA IDC Normal MB_0114 pos 2 NA IDC LumA MB_0222 pos NA NA ILC Normal MB_0459 pos 3 NA IDC LumB MB_0128 pos 2 NA IDC Normal MB_0639 neg 3 1 IDC Basal MB_0318 neg NA NA OTHER INVASIVE Normal MB_0417 pos 2 NA IDC Her2 MB_6238 pos 2 NA IDC LumA MB_6286 pos 2 NA ILC LumA MB_6328 pos 1 NA IDC LumA MB_6284 pos 2 NA IDC LumB MB_6363 neg 3 NA IDC Basal MB_6224 neg 3 NA IDC Her2 MB_6297 pos 2 NA IDC LumA MB_6239 pos 2 NA IDC Normal MB_6208 pos 2 NA IDC Normal MB_6273 neg 2 NA IDC LumA MB_6344 pos 2 NA IDC LumB MB_6312 pos 3 NA IDC LumB MB_6212 pos 2 NA IDC LumA MB_6302 pos 3 NA IDC LumB MB_6327 pos 1 NA IDC-MUC LumB MB_6287 neg 3 NA IDC LumB MB_6213 pos 2 NA IDC LumA MB_6251 neg 3 NA IDC Basal MB_0489 neg 3 3 IDC Normal MB_0335 pos 3 NA IDC LumB MB_0407 pos 2 1 IDC Normal MB_0876 NA NA NA DCIS Basal MB_0342 pos 2 NA ILC Normal MB_7289 pos 2 NA ILC Normal MB_3253 pos 3 1 IDC LumB MB_7291 pos 3 NA IDC+ILC Her2 MB_7243 pos 1 NA IDC LumA MB_3466 pos 3 1 IDC Her2 MB_7286 pos 3 1 IDC LumB MB_7292 pos 2 NA IDC LumB MB_7275 neg 3 3 IDC Her2 MB_7249 pos NA NA IDC-MUC LumA MB_7295 pos 3 3 IDC LumA MB_7297 pos 3 NA IDC LumB MB_7294 pos 2 NA IDC LumB MB_7296 pos 3 NA IDC LumB MB_3402 neg 3 2 IDC LumB MB_5113 pos 2 1 IDC Normal MB_5450 neg 3 NA IDC Basal MB_7032 pos 1 1 IDC LumA MB_7037 pos 1 3 IDC-TUB LumA MB_7040 pos 2 1 IDC LumA MB_7020 neg 3 3 IDC Her2 MB_7042 pos 1 1 IDC LumB MB_7043 pos 3 1 IDC Basal MB_7028 pos 2 3 IDC LumB MB_7029 pos 1 1 IDC LumA MB_7027 neg 3 3 IDC Her2 MB_7060 pos 1 NA ILC LumA MB_7034 pos 2 1 IDC-MUC LumA MB_5191 pos 3 1 IDC LumA MB_5214 pos 2 1 IDC Normal MB_5204 pos NA NA IDC LumA MB_5155 neg NA 1 ILC Normal MB_5190 neg 3 3 IDC Basal MB_5614 pos 3 NA IDC LumA MB_5592 pos 2 NA ILC LumB MB_0437 pos 2 NA IDC LumB MB_0028 pos 3 NA IDC LumB MB_0309 pos 1 NA IDC LumA MB_0100 neg 3 NA IDC Basal MB_5648 pos 2 NA IDC LumA MB_5572 neg 3 NA IDC-MED Basal MB_5655 neg 3 NA IDC Basal MB_5577 pos 3 NA ILC Her2 MB_5585 pos 2 NA IDC LumA MB_5620 pos 2 NA IDC LumA MB_5652 neg 3 NA IDC Normal MB_0537 pos 1 NA IDC Normal MB_0544 pos 3 NA IDC+ILC LumB MB_0468 pos 3 1 IDC LumA MB_0333 NA NA NA OTHER INVASIVE Basal MB_0205 pos 2 NA ILC Normal MB_0233 NA 2 NA IDC LumA MB_0210 pos 2 NA IDC Basal MB_0200 neg 3 NA IDC Basal MB_0244 pos 1 NA IDC Normal MB_5588 pos 3 NA IDC Normal MB_5628 pos 3 NA IDC LumB MB_5633 neg 3 NA IDC Basal MB_0169 pos 2 NA ILC Normal MB_0253 pos 2 NA IDC Normal MB_0226 pos 1 NA IDC LumA MB_0278 pos 3 1 IDC Basal MB_0266 NA NA NA ILC LumA MB_0577 pos 2 NA IDC-MUC LumB MB_0156 NA 1 NA DCIS Normal MB_0531 neg 3 NA IDC Normal MB_0245 pos NA NA ILC LumA MB_5641 pos 3 NA IDC LumB MB_5640 pos 2 NA IDC-MUC Normal MB_0534 pos 3 NA IDC Normal MB_0230 NA NA NA DCIS Her2 MB_0433 pos NA NA ILC Normal MB_0109 pos 3 NA IDC Basal MB_0304 pos 3 NA IDC LumB MB_0369 pos 3 NA IDC+ILC LumB MB_0627 neg 3 2 IDC Basal MB_0492 pos 3 NA IDC LumB MB_0147 pos 2 NA ILC LumA MB_0442 pos 2 NA IDC Normal MB_0111 pos 1 NA IDC LumA MB_0634 pos 2 NA ILC Normal MB_0329 pos 3 NA IDC LumA MB_0280 pos 2 NA IDC+ILC Normal MB_0490 pos 2 NA IDC LumA MB_0885 NA NA NA PHYL Normal MB_0178 pos 3 NA IDC LumB MB_0242 NA 2 NA IDC LumB MB_5624 neg 3 NA ILC Basal MB_5593 neg 3 NA IDC Her2 MB_4010 pos 3 NA IDC Her2 MB_5605 pos 2 NA IDC LumB MB_5636 pos NA NA IDC LumB MB_4529 pos 1 NA IDC LumA MB_5566 neg 3 NA IDC Basal MB_0268 pos 3 NA IDC LumB MB_0160 NA NA NA PHYL Normal MB_0275 pos 1 NA IDC-MUC Normal MB_0127 pos 2 NA IDC Normal MB_0045 neg 3 NA IDC Basal MB_0414 neg 3 1 IDC Basal MB_0396 neg 3 1 IDC Basal MB_0874 neg 3 NA IDC Basal MB_0179 neg 3 3 IDC Basal MB_0526 neg 3 NA IDC LumB MB_0586 pos 2 NA IDC+ILC LumA MB_0508 pos 2 NA IDC Normal MB_0288 pos 2 NA ILC Normal MB_0269 neg 3 NA IDC Basal MB_0582 neg 3 NA IDC Basal MB_0901 neg 3 NA IDC Basal MB_0000 pos 3 NA IDC Normal MB_0535 pos 2 NA IDC LumA MB_0469 pos 3 NA IDC LumB MB_0478 pos 2 NA IDC LumA MB_0547 pos 2 NA IDC LumB MB_0499 pos 2 NA IDC Basal MB_0170 pos 1 NA OTHER INVASIVE LumA MB_0464 neg 3 1 IDC Basal MB_0421 pos 3 NA IDC Her2 MB_0623 pos 2 NA IDC Normal MB_0241 pos 3 1 IDC Basal MB_0163 neg 3 NA IDC Basal MB_0149 neg 3 NA IDC Basal MB_0153 NA NA NA PHYL Basal MB_0350 neg 3 NA IDC-MED Basal MB_0512 pos 1 NA IDC LumA MB_0020 neg 3 0 ILC Normal MB_0046 pos 3 NA IDC LumA MB_0134 pos 3 NA IDC LumB MB_0495 pos 3 1 IDC Basal MB_0470 pos 1 NA ILC Basal MB_0872 pos 2 NA IDC Normal MB_0661 pos 2 NA IDC LumA MB_0339 NA 2 NA IDC-MUC LumB MB_0264 NA 3 NA IDC Her2 MB_0175 pos 1 NA IDC-TUB LumA MB_0303 neg 3 NA IDC Basal MB_0172 pos 2 1 IDC LumA MB_0125 pos 1 NA IDC LumB MB_0340 pos 3 NA IDC Basal MB_0234 pos NA NA ILC LumB MB_0487 pos 2 NA IDC-TUB Normal MB_0305 pos 3 NA IDC+ILC Normal MB_0390 pos 3 3 IDC Basal MB_0502 pos 3 1 IDC Basal MB_0663 neg 3 3 IDC Her2 MB_0130 pos 1 NA IDC LumA MB_0289 pos 3 NA IDC Basal MB_0129 neg 3 3 IDC Her2 MB_0343 pos 2 NA IDC Normal MB_0458 pos 2 1 IDC+ILC Normal MB_0570 pos 3 NA IDC LumB MB_0488 pos 1 NA IDC-MUC Basal MB_0655 pos NA NA OTHER INVASIVE Normal MB_0235 pos 2 NA IDC LumA MB_0484 pos 3 3 IDC Her2 MB_0436 neg 3 1 IDC Her2 MB_0299 NA NA NA DCIS Basal MB_0877 pos 3 NA IDC LumB MB_0097 pos 3 NA IDC LumA MB_0897 NA 2 NA IDC+ILC Normal MB_0095 pos 2 NA IDC LumB MB_0227 pos 2 NA IDC LumA MB_0353 pos 2 NA IDC+ILC LumA MB_0522 neg NA NA DCIS Her2 MB_0543 pos 3 NA IDC Basal MB_0196 NA NA NA PHYL Basal MB_0646 pos 2 1 IDC+ILC LumB MB_0293 pos 1 NA IDC-MUC Normal MB_0552 pos 3 3 IDC Her2 MB_0260 pos NA NA ILC LumA MB_0326 pos 2 NA IDC Normal MB_0256 pos 1 NA IDC LumA MB_0539 NA NA NA DCIS Basal MB_0626 pos 3 NA IDC LumB MB_0355 pos 2 NA IDC LumA MB_0211 pos 3 1 IDC Basal MB_0124 pos 2 1 IDC+ILC LumA MB_0510 pos 3 NA IDC Normal MB_0365 pos 2 NA IDC-MUC Her2 MB_0290 pos 1 NA IDC+ILC LumA MB_0113 pos 3 3 IDC Her2 MB_0620 pos 3 1 OTHER INVASIVE Normal MB_0282 pos 3 NA IDC-MUC Normal MB_0228 pos 1 NA ILC Normal MB_0578 pos 2 NA ILC Normal MB_0479 neg 3 3 IDC Her2 MB_0263 pos NA NA ILC LumA MB_0509 pos 3 NA IDC Basal MB_0110 NA NA NA PHYL Normal MB_0279 pos 1 NA ILC Normal MB_0168 pos 3 1 IDC Normal MB_0588 neg 2 NA IDC Normal MB_0462 pos 3 NA IDC Her2 MB_0262 pos 3 NA IDC Her2 MB_0907 NA NA NA DCIS Normal MB_0554 pos NA NA IDC LumA MB_0418 pos 3 NA IDC Her2 MB_0193 pos 3 1 IDC LumB MB_0652 pos 3 NA IDC Her2 MB_0638 pos 2 NA IDC Normal MB_0188 pos 2 1 ILC Her2 MB_0617 pos 1 NA IDC-MUC Normal MB_7225 neg 3 NA IDC Basal MB_7141 NA 2 1 IDC-MUC LumA MB_7234 pos 3 NA IDC LumB MB_7089 neg 3 NA IDC Basal MB_7030 pos 2 1 IDC+ILC Basal MB_7004 pos 2 1 IDC LumA MB_7119 neg 3 NA IDC Basal MB_7263 pos 2 NA IDC LumB MB_7012 neg 3 1 IDC Basal MB_0174 neg 3 1 IDC Basal MB_7182 pos 3 NA IDC Her2 MB_7039 pos 2 1 IDC+ILC Basal MB_7112 pos 3 NA IDC LumB MB_0308 pos 1 NA IDC-TUB LumA MB_7230 pos 2 NA IDC LumA MB_5452 pos 2 NA IDC LumA MB_6195 pos 2 NA ILC LumA MB_6317 pos 3 NA IDC LumB MB_5460 pos 3 NA IDC Basal MB_5464 pos NA NA IDC LumA MB_5552 pos NA NA IDC LumB MB_5547 neg 3 NA IDC Basal MB_6189 pos 2 NA IDC LumB MB_6122 neg 2 NA IDC Basal MB_6192 pos 2 NA IDC LumB MB_4820 pos NA 1 IDC LumA MB_5527 neg 2 NA IDC Her2 MB_5167 pos NA 1 ILC LumB MB_5465 neg 3 NA IDC Basal MB_5453 neg 3 NA IDC Normal MB_5471 pos 3 NA IDC LumA MB_5127 pos 3 1 IDC LumB MB_4313 pos 3 NA IDC LumA MB_4823 pos 2 1 IDC Her2