METABRIC
Breast cancer dataset (Nature 2012 & Nat Commun 2016, 1980 patients)
| SUBTYPE | SUBTYPE2 | SUBTYPE3 | OS_MONTHS | OS_STATUS | VITAL_STATUS | INTCLUST | COHORT | AGE_AT_DIAGNOSIS | LATERALITY | NPI | ER_IHC | INFERRED_MENOPAUSAL_STATE | BREAST_SURGERY | CELLULARITY | HER2_SNP6 | THREEGENE | CLAUDIN_SUBTYPE | CHEMOTHERAPY | HORMONE_THERAPY | RADIO_THERAPY | HISTOLOGICAL_SUBTYPE | SAMPLE_ID | GRADE | TUMOR_SIZE | TUMOR_STAGE | ER_STATUS | HER2_STATUS | PR_STATUS | PATIENT_ID | DFS_MONTHS | DFS_STATUS | Pam50_SUBTYPE | LYMPH_NODES_POSITIVE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1965 | ER+ | ER+ | ER+ | 140.500000 | LIVING | Living | 4ER+ | 1 | 75.65 | r | 6.04400 | pos | post | MASTECTOMY | NaN | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-0000 | 3.0 | 22.00 | 2.0 | + | - | - | MB-0000 | 140.500000 | DiseaseFree | Normal | 10 |
| 0 | ER+ | ER+ | ER+ | 84.633333 | LIVING | Living | 4ER+ | 1 | 43.19 | r | 4.02000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0002 | 3.0 | 10.00 | 1.0 | + | - | + | MB-0002 | 84.633333 | DiseaseFree | LumA | 0 |
| 1 | ER+ | ER+ | ER+ | 163.100000 | DECEASED | Died of Disease | 3 | 1 | 48.87 | r | 4.03000 | pos | pre | MASTECTOMY | high | NEUT | NaN | LumB | YES | YES | NO | IDC | MB-0005 | 2.0 | 15.00 | 2.0 | + | - | + | MB-0005 | 163.100000 | Recurred/Progressed | LumB | 1 |
| 2 | ER+ | ER+ | ER+ | 164.933333 | LIVING | Living | 9 | 1 | 47.68 | r | 4.05000 | pos | pre | MASTECTOMY | moderate | NEUT | NaN | LumB | YES | YES | YES | IDC | MB-0006 | 2.0 | 25.00 | 2.0 | + | - | + | MB-0006 | 164.933333 | DiseaseFree | LumB | 3 |
| 1966 | ER+ | ER+ | ER+ | 41.366667 | DECEASED | Died of Disease | 9 | 1 | 76.97 | r | 6.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0008 | 3.0 | 40.00 | 2.0 | + | - | + | MB-0008 | 41.366667 | Recurred/Progressed | LumB | 8 |
| 3 | ER+ | ER+ | ER+ | 7.800000 | DECEASED | Died of Disease | 7 | 1 | 78.77 | l | 4.06200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0010 | 3.0 | 31.00 | 4.0 | + | - | + | MB-0010 | 7.800000 | Recurred/Progressed | LumB | 0 |
| 4 | ER+ | ER+ | ER+ | 164.333333 | LIVING | Living | 3 | 1 | 56.45 | r | 4.02000 | pos | post | BREAST CONSERVING | moderate | LOSS | NaN | LumB | YES | YES | YES | IDC | MB-0014 | 2.0 | 10.00 | 2.0 | + | - | + | MB-0014 | 164.333333 | DiseaseFree | LumB | 1 |
| 5 | TNBC | TNBC | TNBC | 22.400000 | DECEASED | Died of Disease | 4ER- | 1 | 70.00 | l | 6.13000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Normal | YES | NO | YES | ILC | MB-0020 | 3.0 | 65.00 | 3.0 | - | - | - | MB-0020 | 22.400000 | Recurred/Progressed | Normal | 7 |
| 6 | ER+ | ER+ | ER+ | 99.533333 | DECEASED | Died of Other Causes | 3 | 1 | 89.08 | l | 4.05800 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | claudin-low | NO | YES | YES | IDC+ILC | MB-0022 | 2.0 | 29.00 | 2.0 | + | - | - | MB-0022 | 99.533333 | DiseaseFree | LumB | 1 |
| 8 | ER+ | ER+ | ER+ | 36.566667 | DECEASED | Died of Other Causes | 9 | 1 | 86.41 | r | 5.03200 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0028 | 3.0 | 16.00 | 2.0 | + | - | - | MB-0028 | 36.566667 | DiseaseFree | LumB | 1 |
| 9 | ER+ | ER+ | ER+ | 36.266667 | DECEASED | Died of Disease | 3 | 1 | 84.22 | l | 3.05600 | neg | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | Her2 | NO | NO | NO | ILC | MB-0035 | 2.0 | 28.00 | 2.0 | + | - | - | MB-0035 | 36.266667 | Recurred/Progressed | Her2 | 0 |
| 10 | ER+ | ER+ | ER+ | 132.033333 | DECEASED | Died of Disease | 3 | 1 | 85.49 | l | 3.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0036 | 2.0 | 22.00 | 4.0 | + | - | + | MB-0036 | 132.033333 | Recurred/Progressed | LumA | 0 |
| 11 | ER+ | ER+ | ER+ | 163.533333 | LIVING | Living | 4ER+ | 1 | 70.91 | l | 2.04200 | pos | post | BREAST CONSERVING | high | GAIN | NaN | LumB | NO | YES | YES | OTHER INVASIVE | MB-0039 | 1.0 | 21.00 | 1.0 | + | - | + | MB-0039 | 163.533333 | DiseaseFree | LumB | 0 |
| 12 | NaN | NaN | NaN | 164.900000 | LIVING | Living | 4ER- | 1 | 45.27 | r | 5.03800 | neg | pre | MASTECTOMY | high | NEUT | NaN | claudin-low | YES | NO | YES | IDC | MB-0045 | 3.0 | 19.00 | 2.0 | - | - | + | MB-0045 | 164.900000 | DiseaseFree | Basal | 3 |
| 13 | HER2+ | ER+ | ER+/HER2+ | 14.133333 | DECEASED | Died of Other Causes | 5 | 1 | 83.02 | l | 6.07200 | pos | post | MASTECTOMY | high | GAIN | NaN | LumA | NO | YES | YES | IDC | MB-0046 | 3.0 | 36.00 | 2.0 | + | + | + | MB-0046 | 14.133333 | DiseaseFree | LumA | 24 |
| 14 | HER2+ | ER+ | ER+/HER2+ | 103.833333 | LIVING | Living | 4ER+ | 1 | 51.46 | l | 4.05000 | pos | post | BREAST CONSERVING | low | GAIN | NaN | claudin-low | YES | YES | YES | IDC+ILC | MB-0048 | 2.0 | 25.00 | 2.0 | + | + | + | MB-0048 | 103.833333 | DiseaseFree | Her2 | 1 |
| 15 | ER+ | ER+ | ER+ | 75.333333 | LIVING | Living | 8 | 1 | 44.64 | r | 4.06600 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | ILC | MB-0050 | 2.0 | 33.00 | 2.0 | + | - | + | MB-0050 | 75.333333 | DiseaseFree | Normal | 3 |
| 16 | ER+ | ER+ | ER+ | 161.066667 | LIVING | Living | 7 | 1 | 70.02 | r | 3.04600 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-0053 | 2.0 | 23.00 | 2.0 | + | - | - | MB-0053 | 161.066667 | DiseaseFree | LumB | 0 |
| 17 | ER+ | ER+ | ER+ | 160.300000 | LIVING | Living | 10 | 1 | 66.91 | r | 4.07200 | pos | post | MASTECTOMY | moderate | GAIN | NaN | LumB | NO | YES | YES | IDC | MB-0054 | 3.0 | 36.00 | 2.0 | + | - | + | MB-0054 | 160.300000 | DiseaseFree | LumB | 0 |
| 18 | ER+ | ER+ | ER+ | 62.866667 | LIVING | Living | 1 | 1 | 62.62 | r | 3.05800 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | NO | IDC+ILC | MB-0056 | 2.0 | 29.00 | 1.0 | + | - | + | MB-0056 | 62.866667 | DiseaseFree | LumB | 0 |
| 19 | ER+ | ER+ | ER+ | 160.900000 | LIVING | Living | 8 | 1 | 75.58 | l | 4.03400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0059 | 3.0 | 17.00 | 1.0 | + | - | + | MB-0059 | 160.900000 | DiseaseFree | LumA | 0 |
| 20 | ER+ | ER+ | ER+ | 140.866667 | LIVING | Living | 10 | 1 | 45.43 | r | 4.04600 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0060 | 3.0 | 23.00 | 2.0 | + | - | + | MB-0060 | 140.866667 | DiseaseFree | LumB | 0 |
| 21 | TNBC | TNBC | TNBC | 153.966667 | LIVING | Living | 10 | 1 | 52.14 | r | 4.03400 | neg | post | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | YES | IDC-MED | MB-0062 | 3.0 | 17.00 | 1.0 | - | - | - | MB-0062 | 153.966667 | DiseaseFree | Basal | 0 |
| 1967 | ER+ | ER+ | ER+ | 108.933333 | LIVING | Living | 3 | 1 | 69.13 | r | 3.03600 | pos | post | BREAST CONSERVING | moderate | GAIN | NaN | LumB | NO | YES | NO | IDC | MB-0064 | 2.0 | 18.00 | 1.0 | + | - | + | MB-0064 | 108.933333 | DiseaseFree | LumB | 0 |
| 22 | ER+ | ER+ | ER+ | 157.433333 | LIVING | Living | 7 | 1 | 61.49 | l | 4.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0066 | 2.0 | 16.00 | 2.0 | + | - | + | MB-0066 | 157.433333 | DiseaseFree | LumB | 1 |
| 23 | ER+ | ER+ | ER+ | 103.133333 | LIVING | Living | 3 | 1 | 51.01 | l | 3.02400 | pos | post | BREAST CONSERVING | high | LOSS | NaN | LumA | NO | YES | YES | IDC-TUB | MB-0068 | 1.0 | 12.00 | 2.0 | + | - | + | MB-0068 | 103.133333 | DiseaseFree | LumA | 1 |
| 24 | ER+ | ER+ | ER+ | 131.000000 | DECEASED | Died of Other Causes | 8 | 1 | 68.42 | NaN | 4.10000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | YES | IDC+ILC | MB-0071 | 2.0 | 50.00 | 2.0 | + | - | - | MB-0071 | 131.000000 | DiseaseFree | LumB | 2 |
| 25 | TNBC | TNBC | TNBC | 28.500000 | DECEASED | Died of Disease | 10 | 1 | 50.42 | r | 6.08000 | neg | post | MASTECTOMY | high | NEUT | NaN | Her2 | YES | NO | YES | IDC | MB-0079 | 3.0 | 40.00 | 2.0 | - | - | - | MB-0079 | 28.500000 | Recurred/Progressed | Her2 | 4 |
| 26 | ER+ | ER+ | ER+ | 69.500000 | LIVING | Living | 3 | 1 | 49.61 | r | 3.04800 | pos | pre | BREAST CONSERVING | moderate | NEUT | NaN | claudin-low | NO | YES | YES | IDC | MB-0081 | 2.0 | 24.00 | 2.0 | + | - | + | MB-0081 | 69.500000 | DiseaseFree | LumB | 0 |
| 27 | ER+ | ER+ | ER+ | 86.066667 | DECEASED | Died of Disease | 2 | 1 | 64.85 | r | 3.02600 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumB | NO | YES | YES | ILC | MB-0083 | 2.0 | 13.00 | 1.0 | + | - | + | MB-0083 | 86.066667 | Recurred/Progressed | LumB | 0 |
| 28 | ER+ | ER+ | ER+ | 153.200000 | LIVING | Living | 3 | 1 | 43.55 | l | 5.02800 | pos | pre | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC+ILC | MB-0093 | 3.0 | 14.00 | 2.0 | + | - | + | MB-0093 | 153.200000 | DiseaseFree | LumB | 1 |
| 29 | ER+ | ER+ | ER+ | 49.766667 | DECEASED | Died of Other Causes | 8 | 1 | 80.50 | l | 4.11000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-0095 | 2.0 | 55.00 | 3.0 | + | - | + | MB-0095 | 49.766667 | DiseaseFree | LumB | 1 |
| 30 | ER+ | ER+ | ER+ | 98.700000 | LIVING | Living | 8 | 1 | 78.19 | l | 5.06000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-0097 | 3.0 | 30.00 | 2.0 | + | - | + | MB-0097 | 98.700000 | DiseaseFree | LumA | 3 |
| 31 | ER+ | ER+ | ER+ | 132.100000 | DECEASED | Died of Disease | 4ER+ | 1 | 51.58 | r | 3.04200 | pos | post | BREAST CONSERVING | moderate | LOSS | NaN | LumB | YES | YES | YES | IDC+ILC | MB-0099 | 2.0 | 21.00 | 2.0 | + | - | + | MB-0099 | 132.100000 | Recurred/Progressed | LumB | 0 |
| 32 | TNBC | TNBC | TNBC | 8.066667 | DECEASED | Died of Disease | 10 | 1 | 68.68 | r | 4.07800 | neg | post | MASTECTOMY | low | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0100 | 3.0 | 39.00 | 2.0 | - | - | - | MB-0100 | 8.066667 | Recurred/Progressed | Basal | 0 |
| 33 | ER+ | ER+ | ER+ | 148.033333 | LIVING | Living | 8 | 1 | 46.89 | r | 3.06800 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | ILC | MB-0101 | 2.0 | 34.00 | 2.0 | + | - | + | MB-0101 | 148.033333 | DiseaseFree | Normal | 0 |
| 34 | ER+ | ER+ | ER+ | 140.766667 | DECEASED | Died of Disease | 3 | 1 | 51.38 | r | 5.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | ILC | MB-0102 | 2.0 | 40.00 | 2.0 | + | - | + | MB-0102 | 140.766667 | Recurred/Progressed | LumB | 16 |
| 35 | ER+ | ER+ | ER+ | 85.333333 | LIVING | Living | 8 | 1 | 49.87 | l | 4.14000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0106 | 1.0 | 70.00 | 3.0 | + | - | + | MB-0106 | 85.333333 | DiseaseFree | LumA | 5 |
| 36 | ER+ | ER+ | ER+ | 158.033333 | LIVING | Living | 1 | 1 | 65.59 | r | 4.03600 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | YES | NO | IDC | MB-0107 | 3.0 | 18.00 | 2.0 | + | - | + | MB-0107 | 158.033333 | DiseaseFree | LumB | 0 |
| 1968 | ER+ | ER+ | ER+ | 42.700000 | DECEASED | Died of Disease | 4ER+ | 1 | 43.15 | r | 4.03600 | pos | pre | BREAST CONSERVING | low | NEUT | NaN | claudin-low | YES | YES | YES | IDC | MB-0108 | 3.0 | 18.00 | 1.0 | + | - | - | MB-0108 | 42.700000 | Recurred/Progressed | LumB | 0 |
| 37 | ER+ | ER+ | ER+ | 112.400000 | DECEASED | Died of Other Causes | 9 | 1 | 82.53 | NaN | 4.09000 | pos | post | NaN | high | GAIN | ER+/HER2- High Prolif | Basal | NO | NO | NO | IDC | MB-0109 | 3.0 | 45.00 | 2.0 | + | - | + | MB-0109 | 112.400000 | DiseaseFree | Basal | 0 |
| 38 | TNBC | TNBC | TNBC | 157.500000 | LIVING | Living | 3 | 1 | 45.73 | l | 2.14000 | NaN | pre | BREAST CONSERVING | low | NEUT | NaN | claudin-low | NO | NO | NO | PHYL | MB-0110 | NaN | 70.00 | 0.0 | - | - | - | MB-0110 | 157.500000 | DiseaseFree | Normal | 0 |
| 39 | ER+ | ER+ | ER+ | 127.100000 | LIVING | Living | 3 | 1 | 54.23 | r | 2.05400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0111 | 1.0 | 27.00 | 2.0 | + | - | + | MB-0111 | 127.100000 | DiseaseFree | LumA | 0 |
| 40 | ER+ | ER+ | ER+ | 39.166667 | DECEASED | Died of Disease | 3 | 1 | 83.89 | r | 6.30000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0112 | 3.0 | 150.00 | 3.0 | + | - | - | MB-0112 | 39.166667 | Recurred/Progressed | LumA | 14 |
| 1969 | HER2+ | HER2+ | ER-/HER2+ | 43.166667 | LIVING | Living | 5 | 1 | 36.96 | r | 5.03400 | pos | pre | MASTECTOMY | low | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-0113 | 3.0 | 17.00 | 2.0 | - | + | - | MB-0113 | 43.166667 | DiseaseFree | Her2 | 3 |
| 41 | ER+ | ER+ | ER+ | 13.400000 | LIVING | Living | 8 | 1 | 48.59 | l | 3.06000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-0114 | 2.0 | 30.00 | 2.0 | + | - | + | MB-0114 | 13.400000 | DiseaseFree | LumA | 0 |
| 42 | TNBC | TNBC | TNBC | 66.733333 | DECEASED | Died of Disease | 10 | 1 | 39.84 | l | 4.05000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0115 | 3.0 | 25.00 | 2.0 | - | - | - | MB-0115 | 66.733333 | Recurred/Progressed | Basal | 0 |
| 43 | ER+ | ER+ | ER+ | 122.266667 | LIVING | Living | 6 | 1 | 42.55 | r | 4.12000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | YES | YES | YES | ILC | MB-0116 | 2.0 | 60.00 | 3.0 | + | - | + | MB-0116 | 122.266667 | DiseaseFree | Normal | 1 |
| 44 | ER+ | ER+ | ER+ | 2.400000 | LIVING | Living | 1 | 1 | 60.07 | r | 4.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0117 | 2.0 | 23.00 | 2.0 | + | - | - | MB-0117 | 2.400000 | DiseaseFree | LumA | 1 |
| 45 | ER+ | ER+ | ER+ | 95.866667 | DECEASED | Died of Disease | 7 | 1 | 82.73 | l | 4.04600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0119 | 2.0 | 23.00 | 2.0 | + | - | - | MB-0119 | 95.866667 | Recurred/Progressed | LumB | 1 |
| 474 | HER2+ | ER+ | ER+/HER2+ | 29.066667 | DECEASED | Died of Disease | 9 | 1 | 72.10 | l | 5.05200 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0120 | 3.0 | 26.00 | 2.0 | + | + | - | MB-0120 | 29.066667 | Recurred/Progressed | LumB | 1 |
| 46 | ER+ | ER+ | ER+ | 152.200000 | LIVING | Living | 8 | 1 | 78.73 | l | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0121 | 2.0 | 30.00 | 2.0 | + | - | - | MB-0121 | 152.200000 | DiseaseFree | LumA | 6 |
| 47 | ER+ | ER+ | ER+ | 138.900000 | LIVING | Living | 8 | 1 | 58.95 | r | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | OTHER | MB-0122 | 1.0 | 20.00 | 2.0 | + | - | + | MB-0122 | 138.900000 | DiseaseFree | LumA | 1 |
| 48 | ER+ | ER+ | ER+ | 114.233333 | DECEASED | Died of Other Causes | 1 | 1 | 76.89 | r | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0123 | 3.0 | 25.00 | 2.0 | + | - | + | MB-0123 | 114.233333 | DiseaseFree | LumB | 0 |
| 1970 | ER+ | ER+ | ER+ | 118.200000 | LIVING | Living | 8 | 1 | 43.46 | l | 4.10000 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0124 | 2.0 | 50.00 | 3.0 | + | - | + | MB-0124 | 118.200000 | DiseaseFree | LumA | 2 |
| 49 | ER+ | ER+ | ER+ | 1.266667 | LIVING | Living | 8 | 1 | 73.98 | r | 2.01800 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC | MB-0125 | 1.0 | 9.00 | 2.0 | + | - | + | MB-0125 | 1.266667 | DiseaseFree | LumB | 0 |
| 50 | ER+ | ER+ | ER+ | 127.633333 | LIVING | Living | 8 | 1 | 61.95 | r | 3.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0126 | 2.0 | 35.00 | 2.0 | + | - | + | MB-0126 | 127.633333 | DiseaseFree | LumA | 0 |
| 51 | TNBC | TNBC | TNBC | 132.066667 | LIVING | Living | 3 | 1 | 52.11 | r | 4.02600 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC | MB-0127 | 2.0 | 13.00 | 2.0 | - | - | - | MB-0127 | 132.066667 | DiseaseFree | Normal | 1 |
| 52 | ER+ | ER+ | ER+ | 137.800000 | LIVING | Living | 3 | 1 | 57.40 | l | 3.02800 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0128 | 2.0 | 14.00 | 1.0 | + | - | + | MB-0128 | 137.800000 | DiseaseFree | Normal | 0 |
| 53 | HER2+ | HER2+ | ER-/HER2+ | 38.566667 | DECEASED | Died of Other Causes | 5 | 1 | 63.53 | r | 6.04800 | neg | post | MASTECTOMY | low | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-0129 | 3.0 | 24.00 | 2.0 | - | + | - | MB-0129 | 38.566667 | DiseaseFree | Her2 | 4 |
| 54 | HER2+ | ER+ | ER+/HER2+ | 153.566667 | LIVING | Living | 5 | 1 | 56.75 | l | 2.03400 | pos | post | MASTECTOMY | low | GAIN | HER2+ | LumA | NO | YES | NO | IDC | MB-0130 | 1.0 | 17.00 | 1.0 | + | + | - | MB-0130 | 153.566667 | DiseaseFree | LumA | 0 |
| 55 | ER+ | ER+ | ER+ | 66.633333 | DECEASED | Died of Disease | 8 | 1 | 69.16 | l | 4.07800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0131 | 3.0 | 39.00 | 2.0 | + | - | - | MB-0131 | 66.633333 | Recurred/Progressed | LumA | 0 |
| 56 | ER+ | ER+ | ER+ | 151.000000 | LIVING | Living | 8 | 1 | 58.89 | l | 3.16000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC-TUB | MB-0133 | 1.0 | 80.00 | 2.0 | + | - | - | MB-0133 | 151.000000 | DiseaseFree | LumA | 1 |
| 57 | ER+ | ER+ | ER+ | 12.933333 | DECEASED | Died of Disease | 8 | 1 | 73.11 | l | 5.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0134 | 3.0 | 22.00 | 2.0 | + | - | - | MB-0134 | 12.933333 | Recurred/Progressed | LumB | 3 |
| 58 | ER+ | ER+ | ER+ | 116.633333 | LIVING | Living | 2 | 1 | 74.09 | l | 5.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0135 | 3.0 | 35.00 | 2.0 | + | - | + | MB-0135 | 116.633333 | DiseaseFree | LumB | 1 |
| 59 | ER+ | ER+ | ER+ | 88.200000 | LIVING | Living | 3 | 1 | 72.30 | r | 3.02600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0136 | 2.0 | 13.00 | 1.0 | + | - | + | MB-0136 | 88.200000 | DiseaseFree | LumA | 0 |
| 60 | ER+ | ER+ | ER+ | 150.566667 | LIVING | Living | 3 | 1 | 51.33 | l | 3.03600 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-0138 | 2.0 | 18.00 | 1.0 | + | - | + | MB-0138 | 150.566667 | DiseaseFree | LumA | 0 |
| 61 | ER+ | ER+ | ER+ | 109.200000 | LIVING | Living | 3 | 1 | 47.62 | r | 4.06000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0139 | 2.0 | 30.00 | 2.0 | + | - | + | MB-0139 | 109.200000 | DiseaseFree | LumA | 1 |
| 62 | ER+ | ER+ | ER+ | 147.933333 | LIVING | Living | 8 | 1 | 74.07 | r | 4.05400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC+ILC | MB-0140 | 2.0 | 27.00 | 2.0 | + | - | - | MB-0140 | 147.933333 | DiseaseFree | LumB | 1 |
| 63 | ER+ | ER+ | ER+ | 12.400000 | LIVING | Living | 1 | 1 | 57.99 | r | 3.03200 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-MUC | MB-0142 | 2.0 | 16.00 | 1.0 | + | - | + | MB-0142 | 12.400000 | DiseaseFree | LumA | 0 |
| 64 | ER+ | ER+ | ER+ | 54.333333 | DECEASED | Died of Other Causes | 9 | 1 | 85.39 | r | 5.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0143 | 3.0 | 22.00 | 2.0 | + | - | - | MB-0143 | 54.333333 | DiseaseFree | LumA | 2 |
| 65 | ER+ | ER+ | ER+ | 152.066667 | DECEASED | Died of Disease | 8 | 1 | 79.73 | l | 6.05200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-0144 | 3.0 | 26.00 | NaN | + | - | + | MB-0144 | 152.066667 | Recurred/Progressed | LumB | 6 |
| 66 | ER+ | ER+ | ER+ | 147.666667 | LIVING | Living | 3 | 1 | 62.40 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0145 | 2.0 | 20.00 | 1.0 | + | - | + | MB-0145 | 147.666667 | DiseaseFree | LumA | 0 |
| 67 | ER+ | ER+ | ER+ | 86.000000 | DECEASED | Died of Other Causes | 1 | 1 | 81.00 | l | 5.04400 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0146 | 3.0 | 22.00 | 2.0 | + | - | - | MB-0146 | 86.000000 | DiseaseFree | LumB | 2 |
| 68 | ER+ | ER+ | ER+ | 51.766667 | DECEASED | Died of Disease | 2 | 1 | 79.28 | r | 5.07600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-0147 | 2.0 | 38.00 | 2.0 | + | - | + | MB-0147 | 51.766667 | Recurred/Progressed | LumA | 9 |
| 69 | HER2+ | HER2+ | ER-/HER2+ | 1.766667 | LIVING | Living | 5 | 1 | 53.16 | l | 4.03800 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-0148 | 3.0 | 19.00 | 1.0 | - | + | - | MB-0148 | 1.766667 | DiseaseFree | Her2 | 0 |
| 70 | TNBC | TNBC | TNBC | 51.700000 | DECEASED | Died of Other Causes | 10 | 1 | 77.13 | r | 4.07800 | neg | post | BREAST CONSERVING | low | LOSS | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-0149 | 3.0 | 39.00 | 2.0 | - | - | - | MB-0149 | 51.700000 | DiseaseFree | Basal | 0 |
| 71 | ER+ | ER+ | ER+ | 111.200000 | LIVING | Living | 4ER+ | 1 | 70.22 | l | 3.04000 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | OTHER | MB-0150 | 2.0 | 20.00 | 2.0 | + | - | - | MB-0150 | 111.200000 | DiseaseFree | Basal | 0 |
| 72 | ER+ | ER+ | ER+ | 49.233333 | DECEASED | Died of Disease | 2 | 1 | 67.70 | l | 6.10000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0151 | 3.0 | 50.00 | 3.0 | + | - | + | MB-0151 | 49.233333 | Recurred/Progressed | LumB | 6 |
| 73 | HER2+ | HER2+ | ER-/HER2+ | 63.033333 | LIVING | Living | 4ER- | 1 | 63.77 | r | 4.02400 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-0152 | 3.0 | 12.00 | 1.0 | - | + | - | MB-0152 | 63.033333 | DiseaseFree | Her2 | 0 |
| 74 | TNBC | TNBC | TNBC | 148.566667 | LIVING | Living | 4ER- | 1 | 67.12 | l | 1.05600 | NaN | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | PHYL | MB-0153 | NaN | 28.00 | NaN | - | - | - | MB-0153 | 148.566667 | DiseaseFree | Basal | 0 |
| 75 | ER+ | ER+ | ER+ | 114.766667 | LIVING | Living | 4ER+ | 1 | 62.46 | r | 3.02400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0154 | 2.0 | 12.00 | 1.0 | + | - | - | MB-0154 | 114.766667 | DiseaseFree | LumA | 0 |
| 76 | ER+ | ER+ | ER+ | 59.800000 | LIVING | Living | 4ER+ | 1 | 62.72 | l | 2.01800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC-TUB | MB-0155 | 1.0 | 9.00 | 1.0 | + | - | - | MB-0155 | 59.800000 | DiseaseFree | Normal | 0 |
| 77 | ER+ | ER+ | ER+ | 2.866667 | LIVING | Living | 4ER+ | 1 | 60.85 | l | 2.00400 | NaN | post | BREAST CONSERVING | low | NEUT | NaN | claudin-low | NO | NO | NO | DCIS | MB-0156 | 1.0 | 2.00 | 0.0 | + | - | - | MB-0156 | 2.866667 | DiseaseFree | Normal | 0 |
| 1971 | TNBC | TNBC | TNBC | 114.766667 | LIVING | Living | 4ER- | 1 | 71.50 | l | 4.06000 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-0157 | 3.0 | 30.00 | 2.0 | - | - | - | MB-0157 | 114.766667 | DiseaseFree | Basal | 0 |
| 78 | TNBC | TNBC | TNBC | 192.300000 | LIVING | Living | 10 | 1 | 50.43 | l | 4.04400 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | YES | NO | IDC | MB-0158 | 3.0 | 22.00 | 2.0 | - | - | - | MB-0158 | 192.300000 | DiseaseFree | Basal | 0 |
| 79 | HER2+ | HER2+ | ER-/HER2+ | 75.300000 | LIVING | Living | 5 | 1 | 51.04 | l | 2.04600 | NaN | post | MASTECTOMY | low | GAIN | HER2+ | Basal | NO | NO | NO | DCIS | MB-0159 | NaN | 23.00 | 0.0 | - | + | - | MB-0159 | 75.300000 | DiseaseFree | Basal | 0 |
| 80 | NaN | NaN | NaN | 143.533333 | LIVING | Living | 4ER- | 1 | 36.66 | r | 1.04600 | NaN | pre | BREAST CONSERVING | NaN | NEUT | NaN | Normal | NO | NO | NO | PHYL | MB-0160 | NaN | 23.00 | NaN | - | - | + | MB-0160 | 143.533333 | DiseaseFree | Normal | 0 |
| 81 | ER+ | ER+ | ER+ | 55.766667 | LIVING | Living | 7 | 1 | 57.56 | l | 4.02800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0162 | 2.0 | 14.00 | 2.0 | + | - | + | MB-0162 | 55.766667 | DiseaseFree | LumA | 1 |
| 82 | TNBC | TNBC | TNBC | 98.100000 | DECEASED | Died of Other Causes | 10 | 1 | 84.73 | NaN | 5.05400 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | NO | NO | NO | IDC | MB-0163 | 3.0 | 27.00 | NaN | - | - | - | MB-0163 | 98.100000 | DiseaseFree | Basal | 1 |
| 83 | TNBC | TNBC | TNBC | 10.833333 | LIVING | Living | 10 | 1 | 37.87 | l | 4.03200 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0164 | 3.0 | 16.00 | 2.0 | - | - | - | MB-0164 | 10.833333 | DiseaseFree | Basal | 0 |
| 84 | HER2+ | ER+ | ER+/HER2+ | 47.633333 | DECEASED | Died of Disease | 5 | 1 | 53.75 | l | 6.10400 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumA | YES | YES | YES | IDC | MB-0165 | 3.0 | 52.00 | 3.0 | + | + | - | MB-0165 | 47.633333 | Recurred/Progressed | LumA | 22 |
| 85 | ER+ | ER+ | ER+ | 104.400000 | LIVING | Living | 4ER+ | 1 | 44.98 | r | 5.04800 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0166 | 3.0 | 24.00 | 2.0 | + | - | + | MB-0166 | 104.400000 | DiseaseFree | LumA | 3 |
| 86 | ER+ | ER+ | ER+ | 43.100000 | DECEASED | Died of Disease | 9 | 1 | 76.40 | r | 5.07600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0167 | 3.0 | 38.00 | 2.0 | + | - | + | MB-0167 | 43.100000 | Recurred/Progressed | LumB | 2 |
| 87 | ER+ | ER+ | ER+ | 122.766667 | LIVING | Living | 4ER+ | 1 | 60.26 | l | 4.03400 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0168 | 3.0 | 17.00 | 1.0 | + | - | - | MB-0168 | 122.766667 | DiseaseFree | Normal | 0 |
| 88 | ER+ | ER+ | ER+ | 145.500000 | DECEASED | Died of Other Causes | 4ER+ | 1 | 79.28 | l | 3.07800 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-0169 | 2.0 | 39.00 | 2.0 | + | - | + | MB-0169 | 145.500000 | DiseaseFree | Normal | 0 |
| 89 | ER+ | ER+ | ER+ | 93.366667 | DECEASED | Died of Other Causes | 3 | 1 | 83.35 | l | 3.05200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | OTHER INVASIVE | MB-0170 | 1.0 | 26.00 | 2.0 | + | - | - | MB-0170 | 93.366667 | DiseaseFree | LumA | 1 |
| 90 | ER+ | ER+ | ER+ | 5.433333 | LIVING | Living | 4ER+ | 1 | 64.57 | r | 4.05400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC+ILC | MB-0171 | 3.0 | 27.00 | 2.0 | + | - | - | MB-0171 | 5.433333 | DiseaseFree | Normal | 0 |
| 91 | ER+ | ER+ | ER+ | 138.100000 | LIVING | Living | 3 | 1 | 48.11 | r | 4.04000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0172 | 2.0 | 20.00 | 2.0 | + | - | + | MB-0172 | 138.100000 | DiseaseFree | LumA | 1 |
| 92 | ER+ | ER+ | ER+ | 3.766667 | LIVING | Living | 7 | 1 | 83.99 | r | 6.08800 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0173 | 3.0 | 44.00 | 2.0 | + | - | + | MB-0173 | 3.766667 | DiseaseFree | LumB | 4 |
| 1972 | TNBC | TNBC | TNBC | 78.766667 | LIVING | Living | 4ER- | 1 | 59.18 | l | 4.04800 | neg | post | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0174 | 3.0 | 24.00 | 2.0 | - | - | - | MB-0174 | 78.766667 | DiseaseFree | Basal | 0 |
| 93 | ER+ | ER+ | ER+ | 72.366667 | LIVING | Living | 6 | 1 | 69.51 | r | 2.04000 | pos | post | MASTECTOMY | NaN | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-0175 | 1.0 | 20.00 | 1.0 | + | - | - | MB-0175 | 72.366667 | DiseaseFree | LumA | 0 |
| 94 | ER+ | ER+ | ER+ | 113.433333 | LIVING | Living | 1 | 1 | 38.78 | r | 6.07200 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0176 | 3.0 | 36.00 | 2.0 | + | - | + | MB-0176 | 113.433333 | DiseaseFree | LumA | 7 |
| 95 | ER+ | ER+ | ER+ | 45.600000 | DECEASED | Died of Other Causes | 6 | 1 | 85.94 | l | 4.08800 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0177 | 2.0 | 44.00 | 2.0 | + | - | + | MB-0177 | 45.600000 | DiseaseFree | LumA | 2 |
| 96 | ER+ | ER+ | ER+ | 104.466667 | DECEASED | Died of Disease | 1 | 1 | 74.63 | l | 4.04200 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-0178 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0178 | 104.466667 | Recurred/Progressed | LumB | 0 |
| 97 | TNBC | TNBC | TNBC | 17.933333 | DECEASED | Died of Disease | 4ER- | 1 | 56.39 | r | 6.06800 | neg | post | MASTECTOMY | low | GAIN | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0179 | 3.0 | 34.00 | 3.0 | - | - | - | MB-0179 | 17.933333 | Recurred/Progressed | Basal | 7 |
| 98 | ER+ | ER+ | ER+ | 62.333333 | LIVING | Living | 8 | 1 | 51.69 | r | 3.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0180 | 2.0 | 18.00 | 1.0 | + | - | + | MB-0180 | 62.333333 | DiseaseFree | LumA | 0 |
| 99 | ER+ | ER+ | ER+ | 85.966667 | LIVING | Living | 7 | 1 | 68.45 | l | 4.04200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0181 | 2.0 | 21.00 | 2.0 | + | - | + | MB-0181 | 85.966667 | DiseaseFree | LumA | 1 |
| 100 | ER+ | ER+ | ER+ | 109.033333 | LIVING | Living | 4ER+ | 1 | 68.41 | l | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-MUC | MB-0184 | 2.0 | 25.00 | 2.0 | + | - | + | MB-0184 | 109.033333 | DiseaseFree | LumA | 0 |
| 101 | ER+ | ER+ | ER+ | 43.833333 | DECEASED | Died of Disease | 9 | 1 | 76.84 | r | 5.10000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0185 | 3.0 | 50.00 | 2.0 | + | - | + | MB-0185 | 43.833333 | Recurred/Progressed | LumB | 3 |
| 102 | TNBC | TNBC | TNBC | 31.300000 | DECEASED | Died of Disease | 3 | 1 | 82.65 | r | 4.09000 | pos | post | MASTECTOMY | high | NEUT | NaN | Her2 | YES | NO | YES | ILC | MB-0188 | 2.0 | 45.00 | 2.0 | - | - | - | MB-0188 | 31.300000 | Recurred/Progressed | Her2 | 2 |
| 103 | ER+ | ER+ | ER+ | 9.066667 | DECEASED | Died of Disease | 6 | 1 | 57.79 | r | 6.09600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC | MB-0189 | 3.0 | 48.00 | 4.0 | + | - | - | MB-0189 | 9.066667 | Recurred/Progressed | Normal | 6 |
| 104 | TNBC | TNBC | TNBC | 15.300000 | DECEASED | Died of Other Causes | 10 | 1 | 81.02 | r | 4.05000 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | NO | NO | YES | IDC | MB-0191 | 3.0 | 25.00 | 2.0 | - | - | - | MB-0191 | 15.300000 | DiseaseFree | Basal | 0 |
| 105 | ER+ | ER+ | ER+ | 144.633333 | LIVING | Living | 4ER+ | 1 | 62.55 | r | 2.02600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0192 | 1.0 | 13.00 | 1.0 | + | - | - | MB-0192 | 144.633333 | DiseaseFree | Normal | 0 |
| 106 | ER+ | ER+ | ER+ | 19.000000 | LIVING | Living | 3 | 1 | 51.54 | l | 6.03800 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0193 | 3.0 | 19.00 | NaN | + | - | + | MB-0193 | 19.000000 | DiseaseFree | LumB | 7 |
| 107 | ER+ | ER+ | ER+ | 91.600000 | LIVING | Living | 3 | 1 | 56.45 | r | 5.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0194 | 2.0 | 21.00 | 2.0 | + | - | + | MB-0194 | 91.600000 | DiseaseFree | LumA | 6 |
| 108 | ER+ | ER+ | ER+ | 146.000000 | LIVING | Living | 6 | 1 | 75.18 | r | 6.05600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0195 | 3.0 | 28.00 | 2.0 | + | - | - | MB-0195 | 146.000000 | DiseaseFree | LumB | 21 |
| 109 | ER+ | ER+ | ER+ | 70.733333 | LIVING | Living | 9 | 1 | 50.48 | l | 5.04800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0197 | 3.0 | 24.00 | 2.0 | + | - | + | MB-0197 | 70.733333 | DiseaseFree | LumB | 2 |
| 110 | ER+ | ER+ | ER+ | 144.766667 | LIVING | Living | 8 | 1 | 43.37 | r | 6.03600 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC+ILC | MB-0198 | 3.0 | 18.00 | 2.0 | + | - | + | MB-0198 | 144.766667 | DiseaseFree | LumB | 4 |
| 111 | ER+ | ER+ | ER+ | 144.400000 | LIVING | Living | 3 | 1 | 57.56 | r | 5.03800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0199 | 3.0 | 19.00 | 2.0 | + | - | + | MB-0199 | 144.400000 | DiseaseFree | LumA | 1 |
| 232 | TNBC | TNBC | TNBC | 128.700000 | DECEASED | Died of Disease | 10 | 1 | 69.86 | r | 4.07600 | neg | post | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | NO | YES | IDC | MB-0200 | 3.0 | 38.00 | 2.0 | - | - | - | MB-0200 | 128.700000 | Recurred/Progressed | Basal | 0 |
| 233 | HER2+ | HER2+ | ER-/HER2+ | 125.700000 | LIVING | Living | 5 | 1 | 49.50 | l | 4.04000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Basal | YES | NO | YES | IDC | MB-0201 | 3.0 | 20.00 | 1.0 | - | + | - | MB-0201 | 125.700000 | DiseaseFree | Basal | 0 |
| 234 | ER+ | ER+ | ER+ | 128.366667 | LIVING | Living | 4ER+ | 1 | 46.00 | r | 5.06000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0202 | 3.0 | 30.00 | 2.0 | + | - | + | MB-0202 | 128.366667 | DiseaseFree | LumA | 1 |
| 235 | ER+ | ER+ | ER+ | 58.766667 | DECEASED | Died of Other Causes | 7 | 1 | 86.24 | r | 5.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0203 | 3.0 | 25.00 | 2.0 | + | - | + | MB-0203 | 58.766667 | DiseaseFree | LumA | 1 |
| 236 | ER+ | ER+ | ER+ | 24.300000 | DECEASED | Died of Disease | 3 | 1 | 79.38 | r | 2.02000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0204 | 1.0 | 10.00 | 1.0 | + | - | - | MB-0204 | 24.300000 | Recurred/Progressed | LumA | 0 |
| 237 | ER+ | ER+ | ER+ | 144.466667 | LIVING | Living | 3 | 1 | 53.56 | l | 3.05200 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | ILC | MB-0205 | 2.0 | 26.00 | 2.0 | + | - | - | MB-0205 | 144.466667 | DiseaseFree | Normal | 0 |
| 238 | TNBC | TNBC | TNBC | 141.166667 | LIVING | Living | 10 | 1 | 55.02 | l | 5.07000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC-MED | MB-0206 | 3.0 | 35.00 | 2.0 | - | - | - | MB-0206 | 141.166667 | DiseaseFree | Basal | 2 |
| 239 | ER+ | ER+ | ER+ | 173.633333 | LIVING | Living | 8 | 1 | 48.13 | l | 4.05600 | pos | pre | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0207 | 2.0 | 28.00 | NaN | + | - | + | MB-0207 | 173.633333 | DiseaseFree | LumA | 2 |
| 240 | ER+ | ER+ | ER+ | 82.366667 | LIVING | Living | 4ER+ | 1 | 67.17 | r | 3.00600 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-0209 | 2.0 | 3.00 | 1.0 | + | - | - | MB-0209 | 82.366667 | DiseaseFree | Normal | 0 |
| 241 | TNBC | TNBC | TNBC | 144.933333 | LIVING | Living | 4ER+ | 1 | 63.14 | l | 5.01000 | pos | post | MASTECTOMY | NaN | NEUT | NaN | claudin-low | NO | YES | YES | IDC | MB-0210 | 2.0 | 5.00 | 3.0 | - | - | - | MB-0210 | 144.933333 | DiseaseFree | Basal | 16 |
| 242 | TNBC | TNBC | TNBC | 44.800000 | DECEASED | Died of Disease | 9 | 1 | 42.95 | l | 6.08000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | NO | NO | IDC | MB-0211 | 3.0 | 40.00 | NaN | - | - | - | MB-0211 | 44.800000 | Recurred/Progressed | Basal | 13 |
| 243 | TNBC | TNBC | TNBC | 146.900000 | LIVING | Living | 10 | 1 | 41.41 | l | 4.05400 | pos | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0214 | 3.0 | 27.00 | 2.0 | - | - | - | MB-0214 | 146.900000 | DiseaseFree | Basal | 0 |
| 244 | ER+ | ER+ | ER+ | 122.200000 | LIVING | Living | 3 | 1 | 75.63 | r | 3.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC+ILC | MB-0215 | 2.0 | 40.00 | 2.0 | + | - | + | MB-0215 | 122.200000 | DiseaseFree | LumB | 0 |
| 245 | ER+ | ER+ | ER+ | 131.066667 | LIVING | Living | 1 | 1 | 43.39 | l | 5.04000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0218 | 3.0 | 20.00 | 2.0 | + | - | + | MB-0218 | 131.066667 | DiseaseFree | LumB | 2 |
| 115 | TNBC | TNBC | TNBC | 39.833333 | DECEASED | Died of Disease | 4ER+ | 1 | 37.24 | r | 6.04000 | pos | pre | MASTECTOMY | high | GAIN | HER2+ | claudin-low | NO | NO | NO | IDC | MB-0220 | 3.0 | 20.00 | 2.0 | - | - | - | MB-0220 | 39.833333 | Recurred/Progressed | Normal | 6 |
| 553 | TNBC | TNBC | TNBC | 20.200000 | DECEASED | Died of Disease | 4ER- | 1 | 77.72 | l | 6.04000 | neg | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | Her2 | NO | NO | NO | IDC | MB-0221 | 3.0 | 20.00 | 2.0 | - | - | - | MB-0221 | 20.200000 | Recurred/Progressed | Her2 | 7 |
| 554 | ER+ | ER+ | ER+ | 212.700000 | LIVING | Living | 4ER+ | 1 | 50.31 | r | 2.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | claudin-low | YES | YES | YES | ILC | MB-0222 | NaN | 20.00 | 2.0 | + | - | + | MB-0222 | 212.700000 | DiseaseFree | Normal | 0 |
| 555 | ER+ | ER+ | ER+ | 81.333333 | DECEASED | Died of Disease | 4ER+ | 1 | 50.45 | r | 6.04000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0223 | 3.0 | 20.00 | 2.0 | + | - | - | MB-0223 | 81.333333 | Recurred/Progressed | LumA | 12 |
| 556 | ER+ | ER+ | ER+ | 176.766667 | LIVING | Living | 4ER+ | 1 | 44.01 | r | 4.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0224 | 3.0 | 25.00 | NaN | + | - | + | MB-0224 | 176.766667 | DiseaseFree | LumA | 0 |
| 407 | HER2+ | ER+ | ER+/HER2+ | 212.200000 | LIVING | Living | 1 | 1 | 59.15 | l | 3.03800 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-0225 | 2.0 | 19.00 | 1.0 | + | + | - | MB-0225 | 212.200000 | DiseaseFree | LumB | 0 |
| 116 | ER+ | ER+ | ER+ | 57.633333 | LIVING | Living | 8 | 1 | 58.21 | r | 3.04000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0226 | 1.0 | 20.00 | 2.0 | + | - | + | MB-0226 | 57.633333 | DiseaseFree | LumA | 1 |
| 408 | ER+ | ER+ | ER+ | 111.866667 | LIVING | Living | 8 | 1 | 52.95 | l | 3.04800 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0227 | 2.0 | 24.00 | 1.0 | + | - | + | MB-0227 | 111.866667 | DiseaseFree | LumA | 0 |
| 117 | ER+ | ER+ | ER+ | 10.833333 | DECEASED | Died of Disease | 4ER+ | 1 | 63.35 | l | 3.03400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | ILC | MB-0228 | 1.0 | 17.00 | 2.0 | + | - | + | MB-0228 | 10.833333 | Recurred/Progressed | Normal | 1 |
| 560 | ER+ | ER+ | ER+ | 71.500000 | LIVING | Living | 7 | 1 | 45.50 | r | 3.03800 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0229 | 2.0 | 19.00 | 1.0 | + | - | + | MB-0229 | 71.500000 | DiseaseFree | LumA | 0 |
| 118 | HER2+ | HER2+ | ER-/HER2+ | 200.333333 | LIVING | Living | 5 | 1 | 41.98 | l | 1.07000 | NaN | pre | MASTECTOMY | NaN | GAIN | HER2+ | Her2 | NO | NO | NO | DCIS | MB-0230 | NaN | 35.00 | 0.0 | - | + | - | MB-0230 | 200.333333 | DiseaseFree | Her2 | 0 |
| 119 | ER+ | ER+ | ER+ | 19.600000 | LIVING | Living | 3 | 1 | 71.57 | l | 1.06000 | NaN | post | BREAST CONSERVING | low | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-MUC | MB-0231 | NaN | 30.00 | NaN | + | - | - | MB-0231 | 19.600000 | DiseaseFree | LumA | 0 |
| 120 | ER+ | ER+ | ER+ | 207.633333 | LIVING | Living | 8 | 1 | 44.73 | r | 3.02800 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-0232 | 2.0 | 14.00 | 1.0 | + | - | + | MB-0232 | 207.633333 | DiseaseFree | LumA | 0 |
| 563 | ER+ | ER+ | ER+ | 72.433333 | DECEASED | Died of Other Causes | 2 | 1 | 77.77 | l | 3.03400 | NaN | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0233 | 2.0 | 17.00 | 1.0 | + | - | + | MB-0233 | 72.433333 | DiseaseFree | LumA | 0 |
| 409 | ER+ | ER+ | ER+ | 94.233333 | DECEASED | Died of Other Causes | 8 | 1 | 56.27 | r | 3.05200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | ILC | MB-0234 | NaN | 26.00 | 2.0 | + | - | + | MB-0234 | 94.233333 | DiseaseFree | LumB | 0 |
| 565 | ER+ | ER+ | ER+ | 142.566667 | DECEASED | Died of Disease | 8 | 1 | 52.55 | l | 4.04000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0235 | 2.0 | 20.00 | 2.0 | + | - | + | MB-0235 | 142.566667 | Recurred/Progressed | LumA | 1 |
| 410 | HER2+ | ER+ | ER+/HER2+ | 205.033333 | LIVING | Living | 5 | 1 | 43.63 | r | 4.05400 | pos | pre | MASTECTOMY | moderate | GAIN | HER2+ | LumA | YES | YES | YES | IDC | MB-0236 | 3.0 | 27.00 | 2.0 | + | + | + | MB-0236 | 205.033333 | DiseaseFree | LumA | 0 |
| 121 | TNBC | TNBC | TNBC | 193.166667 | LIVING | Living | 10 | 1 | 52.19 | r | 6.07000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0238 | 3.0 | 35.00 | 2.0 | - | - | - | MB-0238 | 193.166667 | DiseaseFree | Basal | 4 |
| 122 | ER+ | ER+ | ER+ | 85.566667 | DECEASED | Died of Disease | 3 | 1 | 77.85 | r | 2.09200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0239 | 1.0 | 46.00 | 3.0 | + | - | + | MB-0239 | 85.566667 | Recurred/Progressed | LumA | 0 |
| 123 | ER+ | ER+ | ER+ | 73.133333 | DECEASED | Died of Disease | 4ER+ | 1 | 55.09 | l | 4.05800 | pos | post | MASTECTOMY | moderate | NEUT | NaN | claudin-low | NO | NO | NO | IDC | MB-0241 | 3.0 | 29.00 | 2.0 | + | - | - | MB-0241 | 73.133333 | Recurred/Progressed | Basal | 0 |
| 411 | ER+ | ER+ | ER+ | 199.100000 | LIVING | Living | 8 | 1 | 51.25 | l | 3.03600 | NaN | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC | MB-0242 | 2.0 | 18.00 | 1.0 | + | - | + | MB-0242 | 199.100000 | DiseaseFree | LumB | 0 |
| 124 | ER+ | ER+ | ER+ | 149.766667 | LIVING | Living | 8 | 1 | 53.72 | r | 4.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumB | YES | YES | YES | IDC | MB-0243 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0243 | 149.766667 | DiseaseFree | LumB | 1 |
| 125 | ER+ | ER+ | ER+ | 149.733333 | LIVING | Living | 4ER+ | 1 | 67.83 | l | 2.02200 | pos | post | BREAST CONSERVING | low | NEUT | NaN | Normal | NO | YES | NO | IDC | MB-0244 | 1.0 | 11.00 | 1.0 | + | - | + | MB-0244 | 149.733333 | DiseaseFree | Normal | 0 |
| 126 | ER+ | ER+ | ER+ | 164.700000 | LIVING | Living | 3 | 1 | 54.76 | r | 1.02800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-0245 | NaN | 14.00 | 1.0 | + | - | - | MB-0245 | 164.700000 | DiseaseFree | LumA | 0 |
| 127 | ER+ | ER+ | ER+ | 185.600000 | LIVING | Living | 4ER+ | 1 | 66.75 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0247 | 2.0 | 15.00 | 2.0 | + | - | + | MB-0247 | 185.600000 | DiseaseFree | LumA | 1 |
| 128 | ER+ | ER+ | ER+ | 71.000000 | LIVING | Living | 8 | 1 | 45.76 | r | 4.04200 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0248 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0248 | 71.000000 | DiseaseFree | LumA | 0 |
| 412 | TNBC | TNBC | TNBC | 188.333333 | LIVING | Living | 10 | 1 | 53.45 | r | 4.02200 | neg | post | BREAST CONSERVING | high | GAIN | ER-/HER2- | Her2 | NO | NO | YES | IDC | MB-0249 | 3.0 | 11.00 | 1.0 | - | - | - | MB-0249 | 188.333333 | DiseaseFree | Her2 | 0 |
| 129 | ER+ | ER+ | ER+ | 152.300000 | LIVING | Living | 4ER+ | 1 | 69.19 | l | 3.02400 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-0253 | 2.0 | 12.00 | 1.0 | + | - | + | MB-0253 | 152.300000 | DiseaseFree | Normal | 0 |
| 130 | ER+ | ER+ | ER+ | 200.700000 | LIVING | Living | 3 | 1 | 53.10 | r | 2.03400 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | YES | NO | IDC | MB-0256 | 1.0 | 17.00 | 1.0 | + | - | + | MB-0256 | 200.700000 | DiseaseFree | LumA | 0 |
| 131 | ER+ | ER+ | ER+ | 91.733333 | DECEASED | Died of Disease | 8 | 1 | 57.61 | r | 3.05000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0257 | 2.0 | 25.00 | 2.0 | + | - | - | MB-0257 | 91.733333 | Recurred/Progressed | LumA | 0 |
| 579 | ER+ | ER+ | ER+ | 86.133333 | LIVING | Living | 7 | 1 | 62.70 | l | 4.02200 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0258 | 3.0 | 11.00 | 1.0 | + | - | + | MB-0258 | 86.133333 | DiseaseFree | LumA | 0 |
| 132 | TNBC | TNBC | TNBC | 11.866667 | DECEASED | Died of Disease | 9 | 1 | 38.99 | NaN | 6.00000 | neg | pre | NaN | high | GAIN | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-0259 | 3.0 | NaN | 3.0 | - | - | - | MB-0259 | 11.866667 | Recurred/Progressed | Basal | 9 |
| 133 | ER+ | ER+ | ER+ | 169.833333 | DECEASED | Died of Other Causes | 3 | 1 | 78.26 | l | 1.02400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0260 | NaN | 12.00 | 1.0 | + | - | + | MB-0260 | 169.833333 | DiseaseFree | LumA | 0 |
| 134 | ER+ | ER+ | ER+ | 90.233333 | DECEASED | Died of Disease | 8 | 1 | 63.93 | l | 4.05200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0261 | 1.0 | 26.00 | 2.0 | + | - | + | MB-0261 | 90.233333 | Recurred/Progressed | LumB | 6 |
| 583 | ER+ | ER+ | ER+ | 145.300000 | DECEASED | Died of Other Causes | 7 | 1 | 55.44 | l | 4.05200 | pos | post | MASTECTOMY | high | NEUT | NaN | Her2 | NO | YES | NO | IDC | MB-0262 | 3.0 | 26.00 | 2.0 | + | - | - | MB-0262 | 145.300000 | DiseaseFree | Her2 | 0 |
| 135 | ER+ | ER+ | ER+ | 176.033333 | DECEASED | Died of Other Causes | 7 | 1 | 76.49 | l | 1.05400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-0263 | NaN | 27.00 | 1.0 | + | - | + | MB-0263 | 176.033333 | DiseaseFree | LumA | 0 |
| 136 | ER+ | ER+ | ER+ | 43.100000 | DECEASED | Died of Disease | 9 | 1 | 83.93 | l | 5.06200 | NaN | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Her2 | NO | NO | NO | IDC | MB-0264 | 3.0 | 31.00 | NaN | + | - | - | MB-0264 | 43.100000 | Recurred/Progressed | Her2 | 1 |
| 137 | TNBC | TNBC | TNBC | 189.133333 | LIVING | Living | 4ER+ | 1 | 46.44 | r | 4.04200 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-0265 | 2.0 | 21.00 | 2.0 | - | - | - | MB-0265 | 189.133333 | DiseaseFree | Basal | 1 |
| 138 | ER+ | ER+ | ER+ | 90.666667 | DECEASED | Died of Other Causes | 8 | 1 | 84.88 | l | 1.06000 | NaN | post | MASTECTOMY | moderate | GAIN | NaN | LumA | NO | YES | YES | ILC | MB-0266 | NaN | 30.00 | 2.0 | + | - | + | MB-0266 | 90.666667 | DiseaseFree | LumA | 0 |
| 1973 | ER+ | ER+ | ER+ | 28.500000 | DECEASED | Died of Disease | 9 | 1 | 66.54 | NaN | 4.03800 | pos | post | NaN | high | NEUT | NaN | LumB | NO | NO | NO | IDC | MB-0268 | 3.0 | 19.00 | 4.0 | + | - | + | MB-0268 | 28.500000 | Recurred/Progressed | LumB | 0 |
| 139 | TNBC | TNBC | TNBC | 22.233333 | LIVING | Living | 4ER- | 1 | 45.39 | r | 5.05200 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0269 | 3.0 | 26.00 | 2.0 | - | - | - | MB-0269 | 22.233333 | DiseaseFree | Basal | 2 |
| 140 | ER+ | ER+ | ER+ | 337.033333 | LIVING | Living | 10 | 1 | 29.98 | l | 4.02800 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0270 | 3.0 | 14.00 | 2.0 | + | - | + | MB-0270 | 337.033333 | DiseaseFree | LumB | 0 |
| 590 | ER+ | ER+ | ER+ | 122.000000 | DECEASED | Died of Disease | 8 | 1 | 55.36 | r | 6.05600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0272 | 3.0 | 28.00 | 1.0 | + | - | - | MB-0272 | 122.000000 | Recurred/Progressed | LumB | 8 |
| 141 | ER+ | ER+ | ER+ | 186.533333 | LIVING | Living | 8 | 1 | 68.66 | r | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0273 | 2.0 | 25.00 | 2.0 | + | - | - | MB-0273 | 186.533333 | DiseaseFree | LumA | 3 |
| 142 | ER+ | ER+ | ER+ | 186.100000 | LIVING | Living | 4ER+ | 1 | 61.94 | r | 2.01800 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC-MUC | MB-0275 | 1.0 | 9.00 | 1.0 | + | - | - | MB-0275 | 186.100000 | DiseaseFree | Normal | 0 |
| 143 | TNBC | TNBC | TNBC | 5.833333 | DECEASED | Died of Disease | 10 | 1 | 34.30 | NaN | 5.10600 | pos | pre | NaN | moderate | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-0278 | 3.0 | 53.00 | 3.0 | - | - | - | MB-0278 | 5.833333 | Recurred/Progressed | Basal | 3 |
| 144 | ER+ | ER+ | ER+ | 168.333333 | DECEASED | Died of Other Causes | 4ER+ | 1 | 69.52 | r | 2.04200 | pos | post | BREAST CONSERVING | NaN | LOSS | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | ILC | MB-0279 | 1.0 | 21.00 | 2.0 | + | - | + | MB-0279 | 168.333333 | DiseaseFree | Normal | 0 |
| 145 | ER+ | ER+ | ER+ | 172.900000 | DECEASED | Died of Disease | 7 | 1 | 47.64 | r | 3.04200 | pos | pre | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC+ILC | MB-0280 | 2.0 | 21.00 | 2.0 | + | - | + | MB-0280 | 172.900000 | Recurred/Progressed | Normal | 0 |
| 146 | ER+ | ER+ | ER+ | 72.800000 | LIVING | Living | 4ER+ | 1 | 52.79 | l | 1.00000 | NaN | post | MASTECTOMY | NaN | NEUT | NaN | claudin-low | NO | NO | NO | BENIGN | MB-0281 | NaN | 0.00 | 0.0 | + | - | - | MB-0281 | 72.800000 | DiseaseFree | Normal | 0 |
| 147 | ER+ | ER+ | ER+ | 194.233333 | LIVING | Living | 4ER+ | 1 | 51.81 | r | 6.03600 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | claudin-low | YES | YES | YES | IDC-MUC | MB-0282 | 3.0 | 18.00 | 2.0 | + | - | + | MB-0282 | 194.233333 | DiseaseFree | Normal | 8 |
| 1974 | ER+ | ER+ | ER+ | 22.033333 | DECEASED | Died of Disease | 1 | 1 | 60.30 | r | 6.06600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0283 | 3.0 | 33.00 | 4.0 | + | - | - | MB-0283 | 22.033333 | Recurred/Progressed | LumB | 26 |
| 148 | TNBC | TNBC | TNBC | 0.000000 | LIVING | Living | 10 | 1 | 51.42 | NaN | 1.00000 | NaN | post | NaN | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | BENIGN | MB-0284 | NaN | 0.00 | NaN | - | - | - | MB-0284 | 0.000000 | DiseaseFree | Basal | 0 |
| 149 | ER+ | ER+ | ER+ | 3.366667 | LIVING | Living | 4ER+ | 1 | 48.07 | NaN | 5.05600 | pos | pre | NaN | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC+ILC | MB-0285 | 2.0 | 28.00 | 2.0 | + | - | + | MB-0285 | 3.366667 | DiseaseFree | Normal | 14 |
| 150 | ER+ | ER+ | ER+ | 192.600000 | LIVING | Living | 4ER+ | 1 | 62.92 | NaN | 4.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-0286 | 3.0 | 23.00 | 2.0 | + | - | - | MB-0286 | 192.600000 | DiseaseFree | LumA | 0 |
| 601 | ER+ | ER+ | ER+ | 94.733333 | DECEASED | Died of Other Causes | 7 | 1 | 77.54 | NaN | 4.03800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0287 | 2.0 | 19.00 | 2.0 | + | - | - | MB-0287 | 94.733333 | DiseaseFree | LumB | 1 |
| 151 | HER2+ | ER+ | ER+/HER2+ | 63.800000 | DECEASED | Died of Disease | 1 | 1 | 55.22 | l | 5.06000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | Normal | YES | YES | NO | ILC | MB-0288 | 2.0 | 30.00 | 2.0 | + | + | - | MB-0288 | 63.800000 | Recurred/Progressed | Normal | 25 |
| 152 | TNBC | TNBC | TNBC | 71.600000 | DECEASED | Died of Other Causes | 4ER+ | 1 | 75.91 | r | 4.04000 | pos | post | MASTECTOMY | NaN | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-0289 | 3.0 | 20.00 | 2.0 | - | - | - | MB-0289 | 71.600000 | DiseaseFree | Basal | 0 |
| 417 | ER+ | ER+ | ER+ | 199.533333 | LIVING | Living | 8 | 1 | 49.92 | l | 2.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC+ILC | MB-0290 | 1.0 | 25.00 | NaN | + | - | + | MB-0290 | 199.533333 | DiseaseFree | LumA | 0 |
| 1975 | HER2+ | ER+ | ER+/HER2+ | 39.200000 | DECEASED | Died of Disease | 5 | 1 | 51.19 | r | 5.05200 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | YES | YES | NO | IDC | MB-0291 | 3.0 | 26.00 | 2.0 | + | + | + | MB-0291 | 39.200000 | Recurred/Progressed | LumB | 1 |
| 153 | TNBC | TNBC | TNBC | 49.433333 | DECEASED | Died of Other Causes | 9 | 1 | 80.34 | l | 5.11000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Her2 | NO | NO | NO | IDC | MB-0292 | 3.0 | 55.00 | 2.0 | - | - | - | MB-0292 | 49.433333 | DiseaseFree | Her2 | 1 |
| 154 | ER+ | ER+ | ER+ | 64.366667 | LIVING | Living | 4ER+ | 1 | 51.62 | r | 2.02600 | pos | post | MASTECTOMY | NaN | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC-MUC | MB-0293 | 1.0 | 13.00 | 1.0 | + | - | - | MB-0293 | 64.366667 | DiseaseFree | Normal | 0 |
| 155 | TNBC | TNBC | TNBC | 72.900000 | LIVING | Living | 4ER+ | 1 | 46.17 | l | 3.02800 | pos | pre | MASTECTOMY | moderate | GAIN | HER2+ | Normal | YES | YES | YES | IDC | MB-0294 | 2.0 | 14.00 | 2.0 | - | - | - | MB-0294 | 72.900000 | DiseaseFree | Normal | 0 |
| 419 | ER+ | ER+ | ER+ | 164.500000 | LIVING | Living | 4ER+ | 1 | 47.13 | l | 3.01800 | pos | pre | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-0295 | 1.0 | 9.00 | 2.0 | + | - | + | MB-0295 | 164.500000 | DiseaseFree | LumA | 1 |
| 156 | TNBC | TNBC | TNBC | 188.133333 | LIVING | Living | 10 | 1 | 68.83 | l | 1.05000 | NaN | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | DCIS | MB-0299 | NaN | 25.00 | 0.0 | - | - | - | MB-0299 | 188.133333 | DiseaseFree | Basal | 0 |
| 157 | ER+ | ER+ | ER+ | 122.700000 | DECEASED | Died of Other Causes | 7 | 1 | 82.46 | l | 5.04600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0301 | 3.0 | 23.00 | 2.0 | + | - | + | MB-0301 | 122.700000 | DiseaseFree | LumA | 2 |
| 611 | ER+ | ER+ | ER+ | 84.200000 | DECEASED | Died of Disease | 3 | 1 | 81.53 | r | 6.05800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0302 | 3.0 | 29.00 | 2.0 | + | - | - | MB-0302 | 84.200000 | Recurred/Progressed | LumA | 5 |
| 158 | TNBC | TNBC | TNBC | 60.133333 | LIVING | Living | 10 | 1 | 47.71 | l | 4.02200 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-0303 | 3.0 | 11.00 | 1.0 | - | - | - | MB-0303 | 60.133333 | DiseaseFree | Basal | 0 |
| 159 | ER+ | ER+ | ER+ | 111.533333 | DECEASED | Died of Disease | 6 | 1 | 84.85 | r | 5.02800 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-0304 | 3.0 | 14.00 | NaN | + | - | + | MB-0304 | 111.533333 | Recurred/Progressed | LumB | 1 |
| 160 | ER+ | ER+ | ER+ | 63.500000 | DECEASED | Died of Disease | 8 | 1 | 60.62 | r | 6.07000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | NO | IDC+ILC | MB-0305 | 3.0 | 35.00 | 2.0 | + | - | + | MB-0305 | 63.500000 | Recurred/Progressed | Normal | 6 |
| 161 | ER+ | ER+ | ER+ | 42.966667 | DECEASED | Died of Disease | 3 | 1 | 82.53 | l | 5.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-0306 | 3.0 | 35.00 | 2.0 | + | - | + | MB-0306 | 42.966667 | Recurred/Progressed | LumA | 2 |
| 162 | HER2+ | ER+ | ER+/HER2+ | 177.333333 | LIVING | Living | 5 | 1 | 41.63 | r | 6.02000 | pos | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | claudin-low | YES | YES | YES | IDC | MB-0307 | 3.0 | 10.00 | 2.0 | + | + | - | MB-0307 | 177.333333 | DiseaseFree | LumA | 6 |
| 163 | ER+ | ER+ | ER+ | 183.266667 | LIVING | Living | 3 | 1 | 51.21 | NaN | 2.03800 | pos | post | NaN | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-0308 | 1.0 | 19.00 | 1.0 | + | - | - | MB-0308 | 183.266667 | DiseaseFree | LumA | 0 |
| 164 | ER+ | ER+ | ER+ | 42.333333 | DECEASED | Died of Other Causes | 8 | 1 | 89.43 | l | 3.04200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0309 | 1.0 | 21.00 | 2.0 | + | - | + | MB-0309 | 42.333333 | DiseaseFree | LumA | 1 |
| 165 | ER+ | ER+ | ER+ | 185.166667 | LIVING | Living | 3 | 1 | 67.38 | r | 4.03200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0310 | 2.0 | 16.00 | 2.0 | + | - | + | MB-0310 | 185.166667 | DiseaseFree | LumA | 1 |
| 619 | ER+ | ER+ | ER+ | 151.166667 | DECEASED | Died of Other Causes | 8 | 1 | 77.94 | l | 2.09400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0311 | 1.0 | 47.00 | 2.0 | + | - | - | MB-0311 | 151.166667 | DiseaseFree | LumB | 0 |
| 166 | ER+ | ER+ | ER+ | 169.000000 | DECEASED | Died of Disease | 2 | 1 | 70.49 | r | 3.06600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC+ILC | MB-0312 | 2.0 | 33.00 | 2.0 | + | - | + | MB-0312 | 169.000000 | Recurred/Progressed | LumB | 0 |
| 621 | ER+ | ER+ | ER+ | 184.766667 | LIVING | Living | 10 | 1 | 55.52 | r | 5.04600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0313 | 3.0 | 23.00 | 2.0 | + | - | + | MB-0313 | 184.766667 | DiseaseFree | LumB | 1 |
| 167 | HER2+ | HER2+ | ER-/HER2+ | 4.433333 | DECEASED | Died of Disease | 5 | 1 | 73.48 | l | 6.10000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-0314 | 3.0 | 50.00 | 2.0 | - | + | - | MB-0314 | 4.433333 | Recurred/Progressed | Her2 | 5 |
| 168 | ER+ | ER+ | ER+ | 186.200000 | LIVING | Living | 6 | 1 | 56.32 | r | 4.10000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0315 | 2.0 | 50.00 | 2.0 | + | - | - | MB-0315 | 186.200000 | DiseaseFree | LumA | 3 |
| 169 | TNBC | TNBC | TNBC | 182.900000 | LIVING | Living | 10 | 1 | 50.82 | l | 4.06000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-0316 | 3.0 | 30.00 | 2.0 | - | - | - | MB-0316 | 182.900000 | DiseaseFree | Basal | 0 |
| 625 | ER+ | ER+ | ER+ | 151.666667 | DECEASED | Died of Other Causes | 7 | 1 | 76.68 | r | 4.07800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-0317 | 3.0 | 39.00 | NaN | + | - | + | MB-0317 | 151.666667 | DiseaseFree | LumA | 0 |
| 170 | TNBC | TNBC | TNBC | 168.700000 | LIVING | Living | 4ER- | 1 | 58.01 | l | 1.03600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Normal | NO | NO | NO | OTHER INVASIVE | MB-0318 | NaN | 18.00 | 1.0 | - | - | - | MB-0318 | 168.700000 | DiseaseFree | Normal | 0 |
| 627 | ER+ | ER+ | ER+ | 40.700000 | DECEASED | Died of Disease | 2 | 1 | 92.14 | l | 5.06400 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC+ILC | MB-0319 | 2.0 | 32.00 | 2.0 | + | - | - | MB-0319 | 40.700000 | Recurred/Progressed | LumB | 10 |
| 628 | ER+ | ER+ | ER+ | 63.733333 | LIVING | Living | 3 | 1 | 50.98 | r | 2.03400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0320 | 1.0 | 17.00 | 1.0 | + | - | + | MB-0320 | 63.733333 | DiseaseFree | LumA | 0 |
| 629 | ER+ | ER+ | ER+ | 174.633333 | LIVING | Living | 8 | 1 | 46.86 | l | 5.06000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | NO | IDC | MB-0321 | 3.0 | 30.00 | 2.0 | + | - | + | MB-0321 | 174.633333 | DiseaseFree | LumA | 2 |
| 630 | ER+ | ER+ | ER+ | 50.533333 | DECEASED | Died of Other Causes | 8 | 1 | 86.28 | r | 4.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0322 | 2.0 | 25.00 | 2.0 | + | - | - | MB-0322 | 50.533333 | DiseaseFree | LumA | 2 |
| 631 | ER+ | ER+ | ER+ | 144.966667 | DECEASED | Died of Disease | 6 | 1 | 47.64 | l | 6.06400 | pos | pre | NaN | moderate | GAIN | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0324 | 3.0 | 32.00 | 2.0 | + | - | + | MB-0324 | 144.966667 | Recurred/Progressed | LumA | 6 |
| 632 | ER+ | ER+ | ER+ | 177.533333 | LIVING | Living | 10 | 1 | 79.34 | r | 4.09000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0325 | 3.0 | 45.00 | 2.0 | + | - | + | MB-0325 | 177.533333 | DiseaseFree | LumB | 0 |
| 422 | ER+ | ER+ | ER+ | 187.933333 | LIVING | Living | 3 | 1 | 66.73 | r | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0327 | 2.0 | 25.00 | 2.0 | + | - | + | MB-0327 | 187.933333 | DiseaseFree | LumA | 0 |
| 634 | ER+ | ER+ | ER+ | 125.600000 | DECEASED | Died of Disease | 9 | 1 | 69.62 | r | 5.06800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0328 | 3.0 | 34.00 | 2.0 | + | - | + | MB-0328 | 125.600000 | Recurred/Progressed | LumB | 2 |
| 635 | TNBC | TNBC | TNBC | 26.566667 | DECEASED | Died of Disease | 10 | 1 | 62.81 | NaN | 1.00000 | NaN | post | NaN | low | GAIN | ER-/HER2- | claudin-low | YES | NO | NO | OTHER INVASIVE | MB-0333 | NaN | NaN | NaN | - | - | - | MB-0333 | 26.566667 | Recurred/Progressed | Basal | 0 |
| 636 | ER+ | ER+ | ER+ | 170.300000 | DECEASED | Died of Disease | 10 | 1 | 74.76 | r | 5.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0336 | 3.0 | 22.00 | 2.0 | + | - | + | MB-0336 | 170.300000 | Recurred/Progressed | LumB | 1 |
| 637 | ER+ | ER+ | ER+ | 26.733333 | DECEASED | Died of Other Causes | 4ER+ | 1 | 90.43 | r | 3.04800 | NaN | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | NO | IDC-MUC | MB-0339 | 2.0 | 24.00 | 2.0 | + | - | + | MB-0339 | 26.733333 | DiseaseFree | LumB | 0 |
| 638 | TNBC | TNBC | TNBC | 164.733333 | LIVING | Living | 10 | 1 | 79.97 | r | 5.03200 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-0340 | 3.0 | 16.00 | 2.0 | - | - | - | MB-0340 | 164.733333 | DiseaseFree | Basal | 3 |
| 639 | ER+ | ER+ | ER+ | 170.033333 | DECEASED | Died of Disease | 8 | 1 | 67.01 | NaN | 4.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0341 | 2.0 | 26.00 | 2.0 | + | - | + | MB-0341 | 170.033333 | Recurred/Progressed | LumA | 3 |
| 640 | ER+ | ER+ | ER+ | 125.333333 | DECEASED | Died of Disease | 3 | 1 | 54.96 | r | 3.05800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | ILC | MB-0342 | 2.0 | 29.00 | NaN | + | - | + | MB-0342 | 125.333333 | Recurred/Progressed | Normal | 0 |
| 641 | ER+ | ER+ | ER+ | 91.133333 | DECEASED | Died of Disease | 6 | 1 | 70.51 | l | 4.06000 | pos | post | MASTECTOMY | NaN | NEUT | NaN | Normal | NO | YES | NO | IDC | MB-0343 | 2.0 | 30.00 | 2.0 | + | - | + | MB-0343 | 91.133333 | Recurred/Progressed | Normal | 3 |
| 425 | ER+ | ER+ | ER+ | 152.933333 | LIVING | Living | 3 | 1 | 59.75 | r | 4.05800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | ILC | MB-0344 | 2.0 | 29.00 | 2.0 | + | - | + | MB-0344 | 152.933333 | DiseaseFree | Normal | 2 |
| 643 | ER+ | ER+ | ER+ | 72.666667 | LIVING | Living | 3 | 1 | 37.30 | r | 4.05600 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | NO | IDC | MB-0345 | 2.0 | 28.00 | 2.0 | + | - | + | MB-0345 | 72.666667 | DiseaseFree | LumA | 1 |
| 644 | HER2+ | HER2+ | ER-/HER2+ | 20.433333 | DECEASED | Died of Disease | 5 | 1 | 32.61 | l | 6.03200 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-0346 | 3.0 | 16.00 | 2.0 | - | + | - | MB-0346 | 20.433333 | Recurred/Progressed | Her2 | 5 |
| 426 | ER+ | ER+ | ER+ | 205.566667 | DECEASED | Died of Disease | 4ER+ | 1 | 52.24 | r | 4.08000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-0347 | 3.0 | 40.00 | 1.0 | + | - | - | MB-0347 | 205.566667 | Recurred/Progressed | Basal | 0 |
| 646 | ER+ | ER+ | ER+ | 122.700000 | DECEASED | Died of Other Causes | 8 | 1 | 81.88 | l | 2.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0348 | 1.0 | 22.00 | 2.0 | + | - | + | MB-0348 | 122.700000 | DiseaseFree | LumA | 0 |
| 647 | ER+ | ER+ | ER+ | 146.033333 | DECEASED | Died of Other Causes | 3 | 1 | 72.26 | r | 5.06000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0349 | 3.0 | 30.00 | 2.0 | + | - | - | MB-0349 | 146.033333 | DiseaseFree | LumB | 1 |
| 427 | TNBC | TNBC | TNBC | 46.066667 | DECEASED | Died of Disease | 10 | 1 | 49.05 | NaN | 5.16000 | neg | pre | NaN | high | NEUT | NaN | Basal | NO | NO | NO | IDC-MED | MB-0350 | 3.0 | 80.00 | 2.0 | - | - | - | MB-0350 | 46.066667 | Recurred/Progressed | Basal | 0 |
| 649 | ER+ | ER+ | ER+ | 195.333333 | DECEASED | Died of Other Causes | 3 | 1 | 69.53 | NaN | 1.00000 | pos | post | NaN | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | NO | IDC-MUC | MB-0351 | NaN | NaN | 1.0 | + | - | - | MB-0351 | 195.333333 | DiseaseFree | LumB | 0 |
| 428 | TNBC | TNBC | TNBC | 55.200000 | DECEASED | Died of Disease | 4ER+ | 1 | 61.32 | l | 4.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-0352 | 3.0 | 13.00 | 1.0 | - | - | - | MB-0352 | 55.200000 | Recurred/Progressed | Her2 | 0 |
| 651 | ER+ | ER+ | ER+ | 41.833333 | DECEASED | Died of Other Causes | 7 | 1 | 86.26 | r | 5.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0353 | 2.0 | 40.00 | 2.0 | + | - | - | MB-0353 | 41.833333 | DiseaseFree | LumA | 6 |
| 652 | TNBC | TNBC | TNBC | 11.600000 | DECEASED | Died of Disease | 4ER- | 1 | 73.01 | l | 5.03400 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-0354 | 3.0 | 17.00 | 2.0 | - | - | - | MB-0354 | 11.600000 | Recurred/Progressed | Basal | 3 |
| 653 | ER+ | ER+ | ER+ | 213.500000 | LIVING | Living | 8 | 1 | 58.16 | l | 3.03200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC+ILC | MB-0356 | 2.0 | 16.00 | 2.0 | + | - | + | MB-0356 | 213.500000 | DiseaseFree | LumA | 0 |
| 654 | ER+ | ER+ | ER+ | 32.866667 | LIVING | Living | 9 | 1 | 57.87 | r | 5.05200 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0358 | 3.0 | 26.00 | 2.0 | + | - | + | MB-0358 | 32.866667 | DiseaseFree | LumA | 2 |
| 429 | ER+ | ER+ | ER+ | 21.600000 | LIVING | Living | 3 | 1 | 44.21 | NaN | 3.04400 | pos | pre | NaN | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-0359 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0359 | 21.600000 | DiseaseFree | LumA | 0 |
| 656 | ER+ | ER+ | ER+ | 132.566667 | DECEASED | Died of Disease | 7 | 1 | 83.58 | l | 3.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0360 | 1.0 | 50.00 | 2.0 | + | - | + | MB-0360 | 132.566667 | Recurred/Progressed | LumB | 2 |
| 430 | HER2+ | HER2+ | ER-/HER2+ | 15.066667 | DECEASED | Died of Other Causes | 5 | 1 | 40.50 | r | 6.04800 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-0361 | 3.0 | 24.00 | 2.0 | - | + | - | MB-0361 | 15.066667 | DiseaseFree | Her2 | 41 |
| 658 | ER+ | ER+ | ER+ | 47.033333 | DECEASED | Died of Disease | 2 | 1 | 52.79 | l | 4.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0362 | 2.0 | 18.00 | 2.0 | + | - | + | MB-0362 | 47.033333 | Recurred/Progressed | LumA | 1 |
| 659 | ER+ | ER+ | ER+ | 89.900000 | DECEASED | Died of Disease | 2 | 1 | 73.24 | r | 5.13400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | OTHER | MB-0363 | 2.0 | 67.00 | 4.0 | + | - | - | MB-0363 | 89.900000 | Recurred/Progressed | LumB | 7 |
| 660 | ER+ | ER+ | ER+ | 176.600000 | LIVING | Living | 4ER+ | 1 | 48.67 | r | 5.10000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0364 | 2.0 | 50.00 | 3.0 | + | - | - | MB-0364 | 176.600000 | DiseaseFree | LumA | 6 |
| 171 | HER2+ | ER+ | ER+/HER2+ | 87.233333 | DECEASED | Died of Disease | 4ER+ | 1 | 76.84 | r | 3.03000 | pos | post | BREAST CONSERVING | low | GAIN | ER-/HER2- | claudin-low | NO | YES | YES | IDC-MUC | MB-0365 | 2.0 | 15.00 | 1.0 | + | + | - | MB-0365 | 87.233333 | Recurred/Progressed | Her2 | 0 |
| 172 | ER+ | ER+ | ER+ | 64.233333 | LIVING | Living | 8 | 1 | 51.74 | l | 3.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-0366 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0366 | 64.233333 | DiseaseFree | LumA | 0 |
| 173 | ER+ | ER+ | ER+ | 142.433333 | LIVING | Living | 4ER+ | 1 | 70.98 | r | 3.01800 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | claudin-low | NO | YES | YES | IDC | MB-0367 | 2.0 | 9.00 | 1.0 | + | - | - | MB-0367 | 142.433333 | DiseaseFree | Normal | 0 |
| 174 | ER+ | ER+ | ER+ | 61.900000 | DECEASED | Died of Disease | 2 | 1 | 74.79 | l | 6.06200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0368 | 3.0 | 31.00 | 2.0 | + | - | + | MB-0368 | 61.900000 | Recurred/Progressed | LumB | 10 |
| 175 | ER+ | ER+ | ER+ | 144.333333 | LIVING | Living | 1 | 1 | 65.47 | l | 6.05400 | pos | post | MASTECTOMY | high | GAIN | NaN | LumB | YES | YES | YES | IDC+ILC | MB-0369 | 3.0 | 27.00 | 2.0 | + | - | - | MB-0369 | 144.333333 | DiseaseFree | LumB | 7 |
| 176 | ER+ | ER+ | ER+ | 93.500000 | DECEASED | Died of Other Causes | 9 | 1 | 64.01 | l | 6.09400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0370 | 3.0 | 47.00 | 2.0 | + | - | - | MB-0370 | 93.500000 | DiseaseFree | LumB | 16 |
| 177 | HER2+ | ER+ | ER+/HER2+ | 131.133333 | LIVING | Living | 5 | 1 | 78.41 | r | 6.04400 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-0371 | 3.0 | 22.00 | 2.0 | + | + | - | MB-0371 | 131.133333 | DiseaseFree | LumB | 6 |
| 178 | TNBC | TNBC | TNBC | 62.766667 | DECEASED | Died of Disease | 10 | 1 | 39.86 | r | 4.03600 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-0372 | 3.0 | 18.00 | 1.0 | - | - | - | MB-0372 | 62.766667 | Recurred/Progressed | Basal | 0 |
| 179 | HER2+ | ER+ | ER+/HER2+ | 27.000000 | DECEASED | Died of Disease | 5 | 1 | 63.31 | l | 5.04800 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-0373 | 3.0 | 24.00 | 2.0 | + | + | + | MB-0373 | 27.000000 | Recurred/Progressed | LumB | 2 |
| 180 | ER+ | ER+ | ER+ | 1.433333 | LIVING | Living | 1 | 1 | 34.68 | r | 6.05000 | pos | pre | BREAST CONSERVING | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0374 | 3.0 | 25.00 | 2.0 | + | - | - | MB-0374 | 1.433333 | DiseaseFree | LumB | 15 |
| 181 | ER+ | ER+ | ER+ | 143.166667 | LIVING | Living | 10 | 1 | 72.69 | r | 5.04600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Normal | NO | NO | YES | IDC | MB-0375 | 3.0 | 23.00 | 2.0 | + | - | + | MB-0375 | 143.166667 | DiseaseFree | Normal | 1 |
| 182 | ER+ | ER+ | ER+ | 134.366667 | LIVING | Living | 4ER+ | 1 | 63.25 | r | 3.02400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0377 | 2.0 | 12.00 | 1.0 | + | - | + | MB-0377 | 134.366667 | DiseaseFree | LumA | 0 |
| 183 | HER2+ | HER2+ | ER-/HER2+ | 97.300000 | DECEASED | Died of Disease | 5 | 1 | 57.15 | r | 5.05600 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-0378 | 3.0 | 28.00 | 2.0 | - | + | - | MB-0378 | 97.300000 | Recurred/Progressed | Her2 | 2 |
| 184 | ER+ | ER+ | ER+ | 135.666667 | LIVING | Living | 7 | 1 | 48.22 | r | 4.05800 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0379 | 2.0 | 29.00 | 2.0 | + | - | - | MB-0379 | 135.666667 | DiseaseFree | LumA | 1 |
| 185 | ER+ | ER+ | ER+ | 69.333333 | DECEASED | Died of Other Causes | 9 | 1 | 83.90 | r | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0380 | 3.0 | 25.00 | 2.0 | + | - | + | MB-0380 | 69.333333 | DiseaseFree | LumB | 1 |
| 186 | HER2+ | ER+ | ER+/HER2+ | 130.200000 | LIVING | Living | 5 | 1 | 33.65 | r | 4.04200 | pos | pre | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-0381 | 3.0 | 21.00 | 2.0 | + | + | - | MB-0381 | 130.200000 | DiseaseFree | Her2 | 0 |
| 187 | ER+ | ER+ | ER+ | 136.466667 | LIVING | Living | 3 | 1 | 59.05 | r | 4.04400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0382 | 2.0 | 22.00 | 2.0 | + | - | - | MB-0382 | 136.466667 | DiseaseFree | LumA | 2 |
| 188 | ER+ | ER+ | ER+ | 85.733333 | DECEASED | Died of Disease | 1 | 1 | 65.02 | l | 4.03800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0383 | 3.0 | 19.00 | 1.0 | + | - | - | MB-0383 | 85.733333 | Recurred/Progressed | LumB | 0 |
| 189 | ER+ | ER+ | ER+ | 61.100000 | DECEASED | Died of Disease | 8 | 1 | 74.58 | l | 6.08600 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0384 | 3.0 | 43.00 | 2.0 | + | - | + | MB-0384 | 61.100000 | Recurred/Progressed | LumB | 13 |
| 190 | ER+ | ER+ | ER+ | 36.433333 | DECEASED | Died of Disease | 9 | 1 | 66.58 | l | 6.06200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC-MUC | MB-0385 | 3.0 | 31.00 | 2.0 | + | - | - | MB-0385 | 36.433333 | Recurred/Progressed | LumB | 11 |
| 681 | ER+ | ER+ | ER+ | 138.133333 | LIVING | Living | 9 | 1 | 66.83 | r | 6.03000 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0386 | 3.0 | 15.00 | 3.0 | + | - | + | MB-0386 | 138.133333 | DiseaseFree | LumA | 8 |
| 191 | HER2+ | ER+ | ER+/HER2+ | 97.566667 | LIVING | Living | 1 | 1 | 46.63 | l | 5.05600 | pos | pre | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC | MB-0388 | 3.0 | 28.00 | 2.0 | + | + | - | MB-0388 | 97.566667 | DiseaseFree | Normal | 3 |
| 192 | HER2+ | ER+ | ER+/HER2+ | 96.966667 | LIVING | Living | 2 | 1 | 46.87 | r | 6.10000 | pos | pre | MASTECTOMY | high | GAIN | HER2+ | LumB | YES | YES | YES | IDC | MB-0389 | 3.0 | 50.00 | 3.0 | + | + | + | MB-0389 | 96.966667 | DiseaseFree | LumB | 19 |
| 193 | HER2+ | HER2+ | ER-/HER2+ | 72.200000 | DECEASED | Died of Disease | 5 | 1 | 40.68 | r | 6.03400 | pos | pre | BREAST CONSERVING | low | GAIN | HER2+ | claudin-low | YES | NO | YES | IDC | MB-0390 | 3.0 | 17.00 | 2.0 | - | + | - | MB-0390 | 72.200000 | Recurred/Progressed | Basal | 5 |
| 194 | HER2+ | HER2+ | ER-/HER2+ | 142.466667 | LIVING | Living | 1 | 1 | 61.23 | l | 6.10000 | neg | post | BREAST CONSERVING | moderate | GAIN | NaN | claudin-low | YES | NO | YES | IDC | MB-0391 | 3.0 | 50.00 | 3.0 | - | + | - | MB-0391 | 142.466667 | DiseaseFree | Her2 | 15 |
| 686 | ER+ | ER+ | ER+ | 38.133333 | DECEASED | Died of Disease | 1 | 1 | 56.28 | l | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | YES | YES | NO | IDC | MB-0392 | 3.0 | 30.00 | 4.0 | + | - | + | MB-0392 | 38.133333 | Recurred/Progressed | Normal | 2 |
| 112 | ER+ | ER+ | ER+ | 20.833333 | DECEASED | Died of Disease | 2 | 1 | 68.74 | l | 6.10600 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | claudin-low | YES | YES | YES | IDC | MB-0393 | 3.0 | 53.00 | 3.0 | + | - | + | MB-0393 | 20.833333 | Recurred/Progressed | Basal | 16 |
| 113 | ER+ | ER+ | ER+ | 64.233333 | LIVING | Living | 2 | 1 | 56.48 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC-MUC | MB-0394 | 2.0 | 20.00 | 1.0 | + | - | + | MB-0394 | 64.233333 | DiseaseFree | LumA | 0 |
| 114 | HER2+ | HER2+ | ER-/HER2+ | 29.000000 | DECEASED | Died of Disease | 5 | 1 | 80.38 | l | 5.10000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-0395 | 3.0 | 50.00 | 2.0 | - | + | - | MB-0395 | 29.000000 | Recurred/Progressed | Her2 | 2 |
| 213 | TNBC | TNBC | TNBC | 60.666667 | LIVING | Living | 10 | 1 | 56.45 | l | 4.05400 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0396 | 3.0 | 27.00 | 2.0 | - | - | - | MB-0396 | 60.666667 | DiseaseFree | Basal | 0 |
| 214 | ER+ | ER+ | ER+ | 57.233333 | LIVING | Living | 4ER+ | 1 | 58.56 | r | 2.02200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-TUB | MB-0397 | 1.0 | 11.00 | 1.0 | + | - | + | MB-0397 | 57.233333 | DiseaseFree | LumA | 0 |
| 215 | ER+ | ER+ | ER+ | 43.200000 | DECEASED | Died of Disease | 6 | 1 | 56.41 | l | 6.08400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0398 | 3.0 | 42.00 | 3.0 | + | - | - | MB-0398 | 43.200000 | Recurred/Progressed | LumB | 19 |
| 216 | TNBC | TNBC | TNBC | 135.333333 | DECEASED | Died of Other Causes | 4ER- | 1 | 68.47 | l | 6.09000 | neg | post | MASTECTOMY | low | NEUT | ER-/HER2- | Her2 | YES | NO | YES | IDC | MB-0399 | 3.0 | 45.00 | 3.0 | - | - | - | MB-0399 | 135.333333 | DiseaseFree | Her2 | 11 |
| 217 | TNBC | TNBC | TNBC | 22.466667 | DECEASED | Died of Disease | 10 | 1 | 55.28 | r | 4.03200 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | NO | IDC | MB-0400 | 3.0 | 16.00 | 1.0 | - | - | - | MB-0400 | 22.466667 | Recurred/Progressed | Basal | 0 |
| 218 | TNBC | TNBC | TNBC | 26.266667 | DECEASED | Died of Disease | 10 | 1 | 48.58 | r | 4.04000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0401 | 3.0 | 20.00 | 1.0 | - | - | - | MB-0401 | 26.266667 | Recurred/Progressed | Basal | 0 |
| 219 | ER+ | ER+ | ER+ | 99.733333 | LIVING | Living | 4ER+ | 1 | 73.06 | l | 2.02200 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC-TUB | MB-0402 | 1.0 | 11.00 | 1.0 | + | - | + | MB-0402 | 99.733333 | DiseaseFree | Normal | 0 |
| 220 | TNBC | TNBC | TNBC | 141.000000 | LIVING | Living | 4ER- | 1 | 58.96 | l | 2.00000 | NaN | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | BENIGN | MB-0403 | NaN | 0.00 | 1.0 | - | - | - | MB-0403 | 141.000000 | DiseaseFree | Basal | 0 |
| 221 | ER+ | ER+ | ER+ | 63.500000 | LIVING | Living | 8 | 1 | 60.71 | l | 5.03000 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0404 | 3.0 | 15.00 | 2.0 | + | - | + | MB-0404 | 63.500000 | DiseaseFree | LumA | 1 |
| 222 | ER+ | ER+ | ER+ | 59.066667 | DECEASED | Died of Other Causes | 7 | 1 | 72.85 | l | 3.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | OTHER | MB-0405 | 2.0 | 16.00 | 1.0 | + | - | + | MB-0405 | 59.066667 | DiseaseFree | LumB | 0 |
| 292 | ER+ | ER+ | ER+ | 96.900000 | DECEASED | Died of Disease | 2 | 1 | 69.32 | l | 6.36000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0406 | 3.0 | 180.00 | 3.0 | + | - | - | MB-0406 | 96.900000 | Recurred/Progressed | LumB | 17 |
| 223 | ER+ | ER+ | ER+ | 101.833333 | LIVING | Living | 7 | 1 | 51.01 | l | 5.09400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0408 | 2.0 | 47.00 | 2.0 | + | - | + | MB-0408 | 101.833333 | DiseaseFree | LumA | 11 |
| 224 | ER+ | ER+ | ER+ | 63.000000 | LIVING | Living | 3 | 1 | 57.41 | r | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0410 | 2.0 | 20.00 | 1.0 | + | - | + | MB-0410 | 63.000000 | DiseaseFree | LumA | 0 |
| 225 | ER+ | ER+ | ER+ | 139.166667 | LIVING | Living | 6 | 1 | 54.60 | l | 4.03600 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0411 | 2.0 | 18.00 | 2.0 | + | - | - | MB-0411 | 139.166667 | DiseaseFree | LumA | 1 |
| 226 | ER+ | ER+ | ER+ | 136.166667 | LIVING | Living | 6 | 1 | 54.06 | r | 5.03800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0412 | 3.0 | 19.00 | 2.0 | + | - | - | MB-0412 | 136.166667 | DiseaseFree | LumB | 1 |
| 227 | ER+ | ER+ | ER+ | 140.066667 | LIVING | Living | 2 | 1 | 56.58 | l | 6.09400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0413 | 3.0 | 47.00 | 2.0 | + | - | + | MB-0413 | 140.066667 | DiseaseFree | LumA | 5 |
| 228 | TNBC | TNBC | TNBC | 76.633333 | LIVING | Living | 10 | 1 | 72.16 | l | 4.04200 | neg | post | BREAST CONSERVING | low | LOSS | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-0414 | 3.0 | 21.00 | 2.0 | - | - | - | MB-0414 | 76.633333 | DiseaseFree | Basal | 0 |
| 229 | ER+ | ER+ | ER+ | 6.266667 | DECEASED | Died of Disease | 7 | 1 | 54.22 | l | 4.08000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-0417 | 2.0 | 40.00 | 2.0 | + | - | + | MB-0417 | 6.266667 | Recurred/Progressed | Her2 | 1 |
| 230 | ER+ | ER+ | ER+ | 102.066667 | LIVING | Living | 9 | 1 | 58.72 | r | 5.06200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-0418 | 3.0 | 31.00 | 2.0 | + | - | - | MB-0418 | 102.066667 | DiseaseFree | Her2 | 1 |
| 231 | ER+ | ER+ | ER+ | 104.300000 | DECEASED | Died of Other Causes | 8 | 1 | 77.92 | r | 4.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0419 | 2.0 | 21.00 | 2.0 | + | - | + | MB-0419 | 104.300000 | DiseaseFree | LumA | 3 |
| 246 | TNBC | TNBC | TNBC | 76.733333 | LIVING | Living | 10 | 1 | 34.92 | l | 4.03200 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0420 | 3.0 | 16.00 | 1.0 | - | - | - | MB-0420 | 76.733333 | DiseaseFree | Basal | 0 |
| 247 | HER2+ | ER+ | ER+/HER2+ | 92.866667 | DECEASED | Died of Other Causes | 5 | 1 | 73.53 | l | 4.04800 | pos | post | MASTECTOMY | low | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-0421 | 3.0 | 24.00 | 2.0 | + | + | + | MB-0421 | 92.866667 | DiseaseFree | Her2 | 0 |
| 248 | ER+ | ER+ | ER+ | 33.800000 | DECEASED | Died of Other Causes | 8 | 1 | 66.72 | r | 5.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0422 | 2.0 | 16.00 | 2.0 | + | - | + | MB-0422 | 33.800000 | DiseaseFree | LumA | 7 |
| 249 | ER+ | ER+ | ER+ | 138.933333 | LIVING | Living | 3 | 1 | 71.10 | l | 3.07000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | NO | ILC | MB-0423 | 2.0 | 35.00 | 2.0 | + | - | + | MB-0423 | 138.933333 | DiseaseFree | LumA | 0 |
| 250 | TNBC | TNBC | TNBC | 9.833333 | DECEASED | Died of Disease | 4ER- | 1 | 44.02 | l | 6.12000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0424 | 3.0 | 60.00 | 3.0 | - | - | - | MB-0424 | 9.833333 | Recurred/Progressed | Normal | 22 |
| 251 | ER+ | ER+ | ER+ | 24.400000 | DECEASED | Died of Other Causes | 3 | 1 | 83.17 | l | 5.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0425 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0425 | 24.400000 | DiseaseFree | LumA | 6 |
| 252 | ER+ | ER+ | ER+ | 131.100000 | LIVING | Living | 3 | 1 | 50.48 | r | 4.08400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC | MB-0426 | 2.0 | 42.00 | 2.0 | + | - | + | MB-0426 | 131.100000 | DiseaseFree | Normal | 2 |
| 253 | ER+ | ER+ | ER+ | 116.100000 | LIVING | Living | 7 | 1 | 81.89 | l | 5.04200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-0427 | 2.0 | 21.00 | 2.0 | + | - | - | MB-0427 | 116.100000 | DiseaseFree | LumA | 15 |
| 254 | ER+ | ER+ | ER+ | 55.933333 | LIVING | Living | 9 | 1 | 85.21 | l | 6.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0428 | 3.0 | 20.00 | 2.0 | + | - | - | MB-0428 | 55.933333 | DiseaseFree | LumA | 4 |
| 255 | ER+ | ER+ | ER+ | 74.466667 | DECEASED | Died of Other Causes | 1 | 1 | 78.86 | r | 6.08000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | ILC | MB-0429 | 3.0 | 40.00 | 2.0 | + | - | + | MB-0429 | 74.466667 | DiseaseFree | LumB | 4 |
| 256 | ER+ | ER+ | ER+ | 85.133333 | LIVING | Living | 3 | 1 | 63.61 | l | 4.11400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0431 | 2.0 | 57.00 | 2.0 | + | - | - | MB-0431 | 85.133333 | DiseaseFree | LumA | 2 |
| 257 | TNBC | TNBC | TNBC | 105.800000 | LIVING | Living | 4ER+ | 1 | 60.07 | r | 2.02800 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | OTHER | MB-0432 | 1.0 | 14.00 | 2.0 | - | - | - | MB-0432 | 105.800000 | DiseaseFree | Normal | 0 |
| 258 | HER2+ | ER+ | ER+/HER2+ | 45.500000 | DECEASED | Died of Disease | 5 | 1 | 69.79 | r | 5.04000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | YES | YES | NO | IDC | MB-0434 | 3.0 | 20.00 | 2.0 | + | + | - | MB-0434 | 45.500000 | Recurred/Progressed | LumB | 2 |
| 259 | TNBC | TNBC | TNBC | 110.533333 | LIVING | Living | 4ER+ | 1 | 68.29 | l | 3.00800 | pos | post | MASTECTOMY | NaN | NEUT | NaN | claudin-low | NO | YES | NO | IDC-MUC | MB-0435 | 2.0 | 4.00 | 1.0 | - | - | - | MB-0435 | 110.533333 | DiseaseFree | Basal | 0 |
| 260 | TNBC | TNBC | TNBC | 75.500000 | DECEASED | Died of Other Causes | 4ER- | 1 | 88.29 | l | 4.02600 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Her2 | NO | NO | YES | IDC | MB-0436 | 3.0 | 13.00 | 1.0 | - | - | - | MB-0436 | 75.500000 | DiseaseFree | Her2 | 0 |
| 261 | ER+ | ER+ | ER+ | 90.566667 | LIVING | Living | 4ER+ | 1 | 82.17 | r | 4.03000 | pos | post | BREAST CONSERVING | low | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0437 | 2.0 | 15.00 | 2.0 | + | - | + | MB-0437 | 90.566667 | DiseaseFree | LumB | 3 |
| 262 | HER2+ | HER2+ | ER-/HER2+ | 135.166667 | LIVING | Living | 5 | 1 | 57.41 | l | 5.05000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-0438 | 3.0 | 25.00 | 2.0 | - | + | - | MB-0438 | 135.166667 | DiseaseFree | Her2 | 1 |
| 263 | ER+ | ER+ | ER+ | 112.133333 | LIVING | Living | 8 | 1 | 50.32 | l | 3.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-MUC | MB-0439 | 2.0 | 15.00 | 1.0 | + | - | + | MB-0439 | 112.133333 | DiseaseFree | LumB | 0 |
| 264 | ER+ | ER+ | ER+ | 100.833333 | LIVING | Living | 1 | 1 | 56.73 | l | 5.05200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0440 | 3.0 | 26.00 | 2.0 | + | - | - | MB-0440 | 100.833333 | DiseaseFree | LumB | 1 |
| 729 | ER+ | ER+ | ER+ | 103.466667 | DECEASED | Died of Disease | 4ER+ | 1 | 71.58 | r | 4.03400 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | NO | IDC | MB-0442 | 2.0 | 17.00 | 2.0 | + | - | - | MB-0442 | 103.466667 | Recurred/Progressed | Normal | 1 |
| 265 | ER+ | ER+ | ER+ | 45.033333 | LIVING | Living | 7 | 1 | 61.67 | l | 3.05200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0443 | 2.0 | 26.00 | 2.0 | + | - | + | MB-0443 | 45.033333 | DiseaseFree | LumA | 0 |
| 1976 | ER+ | ER+ | ER+ | 55.466667 | DECEASED | Died of Disease | 8 | 1 | 49.87 | l | 5.06600 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | ILC | MB-0444 | 2.0 | 33.00 | 4.0 | + | - | + | MB-0444 | 55.466667 | Recurred/Progressed | LumB | 18 |
| 266 | ER+ | ER+ | ER+ | 132.533333 | LIVING | Living | 7 | 1 | 40.07 | l | 4.04600 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0445 | 2.0 | 23.00 | 2.0 | + | - | + | MB-0445 | 132.533333 | DiseaseFree | LumA | 1 |
| 267 | TNBC | TNBC | TNBC | 72.266667 | LIVING | Living | 10 | 1 | 56.96 | r | 4.04800 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | NO | IDC | MB-0446 | 3.0 | 24.00 | 2.0 | - | - | - | MB-0446 | 72.266667 | DiseaseFree | Basal | 0 |
| 268 | ER+ | ER+ | ER+ | 29.233333 | DECEASED | Died of Disease | 1 | 1 | 59.45 | l | 4.02600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC+ILC | MB-0448 | 3.0 | 13.00 | 2.0 | + | - | + | MB-0448 | 29.233333 | Recurred/Progressed | LumB | 0 |
| 269 | ER+ | ER+ | ER+ | 112.566667 | LIVING | Living | 3 | 1 | 54.38 | r | 3.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0449 | 1.0 | 35.00 | 2.0 | + | - | + | MB-0449 | 112.566667 | DiseaseFree | LumA | 2 |
| 270 | ER+ | ER+ | ER+ | 50.066667 | LIVING | Living | 8 | 1 | 63.20 | r | 2.03200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0451 | 1.0 | 16.00 | 1.0 | + | - | - | MB-0451 | 50.066667 | DiseaseFree | LumA | 0 |
| 271 | ER+ | ER+ | ER+ | 62.800000 | LIVING | Living | 9 | 1 | 54.43 | l | 4.04600 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0452 | 3.0 | 23.00 | 2.0 | + | - | - | MB-0452 | 62.800000 | DiseaseFree | LumB | 0 |
| 272 | TNBC | TNBC | TNBC | 43.133333 | DECEASED | Died of Disease | 2 | 1 | 61.11 | r | 6.20000 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | Her2 | YES | YES | YES | IDC | MB-0453 | 3.0 | 100.00 | 3.0 | - | - | - | MB-0453 | 43.133333 | Recurred/Progressed | Her2 | 6 |
| 273 | ER+ | ER+ | ER+ | 46.833333 | DECEASED | Died of Other Causes | 3 | 1 | 90.02 | r | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-MUC | MB-0454 | 2.0 | 20.00 | 1.0 | + | - | + | MB-0454 | 46.833333 | DiseaseFree | LumA | 0 |
| 274 | ER+ | ER+ | ER+ | 99.333333 | LIVING | Living | 10 | 1 | 56.84 | l | 3.03600 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0455 | 2.0 | 18.00 | 1.0 | + | - | + | MB-0455 | 99.333333 | DiseaseFree | LumB | 0 |
| 275 | ER+ | ER+ | ER+ | 134.500000 | LIVING | Living | 4ER+ | 1 | 49.28 | l | 4.10000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC+ILC | MB-0458 | 2.0 | 50.00 | 2.0 | + | - | + | MB-0458 | 134.500000 | DiseaseFree | Normal | 2 |
| 276 | ER+ | ER+ | ER+ | 35.600000 | DECEASED | Died of Other Causes | 6 | 1 | 85.09 | l | 5.06800 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0459 | 3.0 | 34.00 | 3.0 | + | - | - | MB-0459 | 35.600000 | DiseaseFree | LumB | 2 |
| 277 | ER+ | ER+ | ER+ | 114.000000 | DECEASED | Died of Disease | 4ER+ | 1 | 81.44 | l | 3.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | ILC | MB-0460 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0460 | 114.000000 | Recurred/Progressed | LumA | 0 |
| 278 | HER2+ | HER2+ | ER-/HER2+ | 132.766667 | LIVING | Living | 5 | 1 | 60.50 | r | 4.03200 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | claudin-low | NO | YES | YES | IDC | MB-0462 | 3.0 | 16.00 | 1.0 | - | + | - | MB-0462 | 132.766667 | DiseaseFree | Her2 | 0 |
| 279 | ER+ | ER+ | ER+ | 61.966667 | DECEASED | Died of Disease | 4ER+ | 1 | 60.48 | l | 3.04200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0463 | 2.0 | 21.00 | 1.0 | + | - | + | MB-0463 | 61.966667 | Recurred/Progressed | LumA | 0 |
| 280 | TNBC | TNBC | TNBC | 39.300000 | DECEASED | Died of Disease | 9 | 1 | 58.98 | r | 6.02600 | neg | post | MASTECTOMY | low | LOSS | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0464 | 3.0 | 13.00 | 3.0 | - | - | - | MB-0464 | 39.300000 | Recurred/Progressed | Basal | 17 |
| 281 | HER2+ | ER+ | ER+/HER2+ | 28.600000 | DECEASED | Died of Disease | 5 | 1 | 87.18 | l | 5.05200 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-0465 | 3.0 | 26.00 | 2.0 | + | + | - | MB-0465 | 28.600000 | Recurred/Progressed | LumB | 2 |
| 282 | ER+ | ER+ | ER+ | 43.866667 | LIVING | Living | 1 | 1 | 33.97 | l | 5.14000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0466 | 2.0 | 70.00 | 2.0 | + | - | - | MB-0466 | 43.866667 | DiseaseFree | LumA | 4 |
| 283 | HER2+ | HER2+ | ER-/HER2+ | 105.600000 | DECEASED | Died of Disease | 5 | 1 | 58.35 | l | 4.02600 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-0467 | 3.0 | 13.00 | 1.0 | - | + | - | MB-0467 | 105.600000 | Recurred/Progressed | Her2 | 0 |
| 284 | ER+ | ER+ | ER+ | 129.433333 | DECEASED | Died of Other Causes | 1 | 1 | 60.95 | l | 6.05200 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | YES | YES | YES | IDC | MB-0468 | 3.0 | 26.00 | 2.0 | + | - | - | MB-0468 | 129.433333 | DiseaseFree | LumA | 4 |
| 285 | ER+ | ER+ | ER+ | 131.266667 | LIVING | Living | 6 | 1 | 67.94 | l | 5.07800 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0469 | 3.0 | 39.00 | 2.0 | + | - | + | MB-0469 | 131.266667 | DiseaseFree | LumB | 3 |
| 286 | TNBC | TNBC | TNBC | 88.233333 | LIVING | Living | 4ER+ | 1 | 61.78 | l | 2.03000 | pos | post | BREAST CONSERVING | NaN | LOSS | NaN | claudin-low | NO | YES | YES | ILC | MB-0470 | 1.0 | 15.00 | 1.0 | - | - | - | MB-0470 | 88.233333 | DiseaseFree | Basal | 0 |
| 287 | ER+ | ER+ | ER+ | 107.466667 | LIVING | Living | 1 | 1 | 76.49 | l | 3.03400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0471 | 2.0 | 17.00 | 1.0 | + | - | + | MB-0471 | 107.466667 | DiseaseFree | LumA | 0 |
| 288 | ER+ | ER+ | ER+ | 27.400000 | LIVING | Living | 7 | 1 | 59.34 | l | 1.02200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | OTHER INVASIVE | MB-0472 | NaN | 11.00 | 0.0 | + | - | + | MB-0472 | 27.400000 | DiseaseFree | LumB | 0 |
| 289 | ER+ | ER+ | ER+ | 111.100000 | DECEASED | Died of Disease | 9 | 1 | 54.29 | r | 5.16000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC+ILC | MB-0474 | 3.0 | 80.00 | 3.0 | + | - | + | MB-0474 | 111.100000 | Recurred/Progressed | LumB | 3 |
| 290 | ER+ | ER+ | ER+ | 130.700000 | LIVING | Living | 9 | 1 | 54.15 | l | 4.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0475 | 3.0 | 20.00 | 1.0 | + | - | + | MB-0475 | 130.700000 | DiseaseFree | LumA | 0 |
| 291 | ER+ | ER+ | ER+ | 130.433333 | LIVING | Living | 4ER- | 1 | 54.62 | l | 4.05000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0476 | 3.0 | 25.00 | 2.0 | + | - | - | MB-0476 | 130.433333 | DiseaseFree | Normal | 0 |
| 293 | ER+ | ER+ | ER+ | 132.300000 | LIVING | Living | 3 | 1 | 74.02 | r | 4.04600 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0478 | 2.0 | 23.00 | 2.0 | + | - | + | MB-0478 | 132.300000 | DiseaseFree | LumA | 3 |
| 294 | HER2+ | HER2+ | ER-/HER2+ | 132.766667 | LIVING | Living | 5 | 1 | 33.83 | l | 4.04400 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-0479 | 3.0 | 22.00 | 2.0 | - | + | - | MB-0479 | 132.766667 | DiseaseFree | Her2 | 0 |
| 295 | ER+ | ER+ | ER+ | 94.566667 | LIVING | Living | 9 | 1 | 51.86 | l | 4.02600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0480 | 3.0 | 13.00 | 1.0 | + | - | - | MB-0480 | 94.566667 | DiseaseFree | LumA | 0 |
| 296 | TNBC | TNBC | TNBC | 36.400000 | DECEASED | Died of Disease | 10 | 1 | 54.22 | l | 4.03800 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0481 | 3.0 | 19.00 | 1.0 | - | - | - | MB-0481 | 36.400000 | Recurred/Progressed | Basal | 0 |
| 1977 | HER2+ | HER2+ | ER-/HER2+ | 24.866667 | DECEASED | Died of Disease | 5 | 1 | 39.53 | r | 5.03200 | neg | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | Normal | YES | NO | YES | IDC | MB-0482 | 3.0 | 16.00 | 2.0 | - | + | - | MB-0482 | 24.866667 | Recurred/Progressed | Normal | 1 |
| 297 | ER+ | ER+ | ER+ | 74.466667 | DECEASED | Died of Disease | 1 | 1 | 49.61 | l | 5.04200 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0483 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0483 | 74.466667 | Recurred/Progressed | LumB | 2 |
| 298 | HER2+ | ER+ | ER+/HER2+ | 82.633333 | LIVING | Living | 6 | 1 | 38.72 | l | 5.04400 | pos | pre | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | Her2 | YES | YES | YES | IDC | MB-0484 | 3.0 | 22.00 | 2.0 | + | + | + | MB-0484 | 82.633333 | DiseaseFree | Her2 | 3 |
| 299 | ER+ | ER+ | ER+ | 36.766667 | DECEASED | Died of Disease | 9 | 1 | 60.78 | r | 6.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0485 | 3.0 | 50.00 | 3.0 | + | - | - | MB-0485 | 36.766667 | Recurred/Progressed | LumA | 7 |
| 300 | ER+ | ER+ | ER+ | 89.966667 | LIVING | Living | 3 | 1 | 57.57 | l | 4.06400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0486 | 3.0 | 32.00 | 2.0 | + | - | + | MB-0486 | 89.966667 | DiseaseFree | LumA | 0 |
| 301 | ER+ | ER+ | ER+ | 86.900000 | LIVING | Living | 3 | 1 | 57.36 | r | 3.03000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | YES | IDC-TUB | MB-0487 | 2.0 | 15.00 | 1.0 | + | - | + | MB-0487 | 86.900000 | DiseaseFree | Normal | 0 |
| 302 | ER+ | ER+ | ER+ | 112.933333 | LIVING | Living | 4ER+ | 1 | 50.64 | l | 2.05000 | pos | post | MASTECTOMY | NaN | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC-MUC | MB-0488 | 1.0 | 25.00 | 2.0 | + | - | + | MB-0488 | 112.933333 | DiseaseFree | Basal | 0 |
| 303 | TNBC | TNBC | TNBC | 90.566667 | LIVING | Living | 4ER- | 1 | 41.46 | r | 4.02000 | neg | pre | MASTECTOMY | low | GAIN | ER-/HER2- | claudin-low | YES | YES | NO | IDC | MB-0489 | 3.0 | 10.00 | 1.0 | - | - | - | MB-0489 | 90.566667 | DiseaseFree | Normal | 0 |
| 304 | ER+ | ER+ | ER+ | 101.966667 | LIVING | Living | 4ER+ | 1 | 81.90 | r | 5.06000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0490 | 2.0 | 30.00 | 3.0 | + | - | + | MB-0490 | 101.966667 | DiseaseFree | LumA | 10 |
| 305 | ER+ | ER+ | ER+ | 125.800000 | LIVING | Living | 4ER+ | 1 | 43.40 | r | 3.06000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-0491 | 2.0 | 30.00 | 3.0 | + | - | + | MB-0491 | 125.800000 | DiseaseFree | LumA | 0 |
| 306 | ER+ | ER+ | ER+ | 81.133333 | DECEASED | Died of Other Causes | 8 | 1 | 85.21 | r | 4.05600 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0492 | 3.0 | 28.00 | 2.0 | + | - | + | MB-0492 | 81.133333 | DiseaseFree | LumB | 0 |
| 307 | TNBC | TNBC | TNBC | 36.633333 | DECEASED | Died of Disease | 4ER- | 1 | 77.22 | l | 6.08000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-0494 | 3.0 | 40.00 | 3.0 | - | - | - | MB-0494 | 36.633333 | Recurred/Progressed | Basal | 21 |
| 308 | TNBC | TNBC | TNBC | 71.800000 | DECEASED | Died of Disease | 4ER+ | 1 | 63.19 | r | 6.03800 | pos | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-0495 | 3.0 | 19.00 | 2.0 | - | - | - | MB-0495 | 71.800000 | Recurred/Progressed | Basal | 7 |
| 309 | ER+ | ER+ | ER+ | 130.900000 | LIVING | Living | 3 | 1 | 60.00 | r | 4.05200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC+ILC | MB-0496 | 1.0 | 26.00 | 2.0 | + | - | + | MB-0496 | 130.900000 | DiseaseFree | Normal | 4 |
| 310 | ER+ | ER+ | ER+ | 73.700000 | LIVING | Living | 4ER+ | 1 | 57.27 | r | 3.05800 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0497 | 2.0 | 29.00 | 2.0 | + | - | + | MB-0497 | 73.700000 | DiseaseFree | LumA | 0 |
| 311 | TNBC | TNBC | TNBC | 131.900000 | LIVING | Living | 4ER+ | 1 | 50.15 | l | 3.00800 | pos | post | NaN | low | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-0499 | 2.0 | 4.00 | 1.0 | - | - | - | MB-0499 | 131.900000 | DiseaseFree | Basal | 0 |
| 312 | TNBC | TNBC | TNBC | 67.466667 | LIVING | Living | 10 | 1 | 36.56 | r | 4.04400 | pos | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0500 | 3.0 | 22.00 | 2.0 | - | - | - | MB-0500 | 67.466667 | DiseaseFree | Basal | 0 |
| 313 | ER+ | ER+ | ER+ | 71.500000 | LIVING | Living | 8 | 1 | 48.93 | r | 4.04200 | pos | pre | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0501 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0501 | 71.500000 | DiseaseFree | LumA | 0 |
| 314 | TNBC | TNBC | TNBC | 82.100000 | LIVING | Living | 4ER+ | 1 | 56.41 | l | 6.06000 | pos | post | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-0502 | 3.0 | 30.00 | 2.0 | - | - | - | MB-0502 | 82.100000 | DiseaseFree | Basal | 5 |
| 315 | ER+ | ER+ | ER+ | 101.233333 | LIVING | Living | 7 | 1 | 60.77 | l | 3.04600 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0503 | 2.0 | 23.00 | 2.0 | + | - | + | MB-0503 | 101.233333 | DiseaseFree | LumA | 0 |
| 316 | ER+ | ER+ | ER+ | 130.466667 | LIVING | Living | 3 | 1 | 68.16 | l | 4.04200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0504 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0504 | 130.466667 | DiseaseFree | LumA | 0 |
| 437 | ER+ | ER+ | ER+ | 60.700000 | LIVING | Living | 4ER+ | 1 | 56.38 | r | 3.02400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0505 | 1.0 | 12.00 | 2.0 | + | - | + | MB-0505 | 60.700000 | DiseaseFree | LumA | 1 |
| 317 | NaN | NaN | NaN | 45.800000 | DECEASED | Died of Disease | 9 | 1 | 60.74 | l | 5.04200 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Her2 | YES | NO | YES | IDC | MB-0506 | 3.0 | 21.00 | 2.0 | - | - | + | MB-0506 | 45.800000 | Recurred/Progressed | Her2 | 1 |
| 318 | ER+ | ER+ | ER+ | 23.800000 | LIVING | Living | 3 | 1 | 58.71 | r | 4.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0507 | 3.0 | 18.00 | 1.0 | + | - | + | MB-0507 | 23.800000 | DiseaseFree | LumA | 0 |
| 319 | ER+ | ER+ | ER+ | 114.333333 | LIVING | Living | 2 | 1 | 42.68 | l | 3.02200 | pos | pre | BREAST CONSERVING | low | GAIN | ER+/HER2- High Prolif | Normal | NO | YES | NO | IDC | MB-0508 | 2.0 | 11.00 | 1.0 | + | - | - | MB-0508 | 114.333333 | DiseaseFree | Normal | 0 |
| 320 | ER+ | ER+ | ER+ | 115.300000 | LIVING | Living | 3 | 1 | 41.48 | r | 4.02200 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- High Prolif | Basal | NO | YES | YES | IDC | MB-0509 | 3.0 | 11.00 | 1.0 | + | - | + | MB-0509 | 115.300000 | DiseaseFree | Basal | 0 |
| 321 | ER+ | ER+ | ER+ | 128.400000 | LIVING | Living | 9 | 1 | 71.84 | r | 5.12000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | YES | IDC | MB-0510 | 3.0 | 60.00 | 3.0 | + | - | + | MB-0510 | 128.400000 | DiseaseFree | Normal | 1 |
| 322 | ER+ | ER+ | ER+ | 61.700000 | LIVING | Living | 3 | 1 | 59.84 | l | 3.06200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0511 | 2.0 | 31.00 | 2.0 | + | - | + | MB-0511 | 61.700000 | DiseaseFree | LumA | 0 |
| 323 | ER+ | ER+ | ER+ | 121.533333 | LIVING | Living | 9 | 1 | 56.74 | l | 2.04800 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-0512 | 1.0 | 24.00 | 2.0 | + | - | + | MB-0512 | 121.533333 | DiseaseFree | LumA | 0 |
| 324 | ER+ | ER+ | ER+ | 117.033333 | LIVING | Living | 9 | 1 | 73.39 | r | 4.06400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0513 | 2.0 | 32.00 | 2.0 | + | - | + | MB-0513 | 117.033333 | DiseaseFree | LumA | 1 |
| 325 | ER+ | ER+ | ER+ | 13.400000 | LIVING | Living | 3 | 1 | 42.89 | r | 4.04000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC+ILC | MB-0514 | 2.0 | 20.00 | 2.0 | + | - | + | MB-0514 | 13.400000 | DiseaseFree | LumB | 1 |
| 326 | TNBC | TNBC | TNBC | 114.466667 | LIVING | Living | 10 | 1 | 62.81 | r | 4.03000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0516 | 3.0 | 15.00 | 1.0 | - | - | - | MB-0516 | 114.466667 | DiseaseFree | Basal | 0 |
| 327 | ER+ | ER+ | ER+ | 61.900000 | LIVING | Living | 9 | 1 | 47.92 | r | 3.03400 | pos | pre | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0517 | 2.0 | 17.00 | 1.0 | + | - | + | MB-0517 | 61.900000 | DiseaseFree | LumA | 0 |
| 1978 | ER+ | ER+ | ER+ | 110.966667 | LIVING | Living | 4ER+ | 1 | 61.99 | r | 6.13000 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- Low Prolif | claudin-low | YES | YES | YES | IDC | MB-0519 | 3.0 | 65.00 | 3.0 | + | - | - | MB-0519 | 110.966667 | DiseaseFree | Normal | 23 |
| 448 | ER+ | ER+ | ER+ | 212.200000 | LIVING | Living | 3 | 1 | 52.20 | r | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0521 | 2.0 | 30.00 | 2.0 | + | - | + | MB-0521 | 212.200000 | DiseaseFree | LumA | 3 |
| 449 | HER2+ | HER2+ | ER-/HER2+ | 2.500000 | LIVING | Living | 5 | 1 | 54.08 | NaN | 2.00000 | neg | post | NaN | low | GAIN | NaN | Her2 | NO | NO | NO | DCIS | MB-0522 | NaN | 0.00 | 0.0 | - | + | - | MB-0522 | 2.500000 | DiseaseFree | Her2 | 0 |
| 796 | ER+ | ER+ | ER+ | 80.833333 | LIVING | Living | 4ER+ | 1 | 40.65 | r | 4.02000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | NO | IDC | MB-0524 | 3.0 | 10.00 | 2.0 | + | - | - | MB-0524 | 80.833333 | DiseaseFree | Normal | 0 |
| 450 | TNBC | TNBC | TNBC | 65.866667 | LIVING | Living | 4ER- | 1 | 48.47 | r | 4.05000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0525 | 3.0 | 25.00 | 2.0 | - | - | - | MB-0525 | 65.866667 | DiseaseFree | Basal | 0 |
| 451 | ER+ | ER+ | ER+ | 139.633333 | DECEASED | Died of Other Causes | 2 | 1 | 72.18 | NaN | 4.03000 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0526 | 3.0 | 15.00 | NaN | + | - | + | MB-0526 | 139.633333 | DiseaseFree | LumB | 0 |
| 452 | ER+ | ER+ | ER+ | 109.833333 | DECEASED | Died of Other Causes | 4ER+ | 1 | 73.22 | r | 4.03800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0527 | 2.0 | 19.00 | 2.0 | + | - | + | MB-0527 | 109.833333 | DiseaseFree | LumA | 2 |
| 453 | ER+ | ER+ | ER+ | 193.966667 | LIVING | Living | 2 | 1 | 53.64 | l | 5.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0528 | 3.0 | 26.00 | 2.0 | + | - | - | MB-0528 | 193.966667 | DiseaseFree | LumA | 1 |
| 454 | ER+ | ER+ | ER+ | 48.533333 | DECEASED | Died of Disease | 8 | 1 | 67.46 | r | 5.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | NO | IDC | MB-0529 | 2.0 | 25.00 | 4.0 | + | - | + | MB-0529 | 48.533333 | Recurred/Progressed | LumA | 7 |
| 413 | ER+ | ER+ | ER+ | 163.866667 | LIVING | Living | 4ER- | 1 | 60.12 | l | 4.03200 | neg | post | MASTECTOMY | NaN | LOSS | NaN | Normal | YES | YES | YES | IDC | MB-0531 | 3.0 | 16.00 | 1.0 | + | - | + | MB-0531 | 163.866667 | DiseaseFree | Normal | 0 |
| 456 | ER+ | ER+ | ER+ | 143.133333 | DECEASED | Died of Disease | 9 | 1 | 59.07 | r | 5.07000 | neg | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0532 | 3.0 | 35.00 | 2.0 | + | - | + | MB-0532 | 143.133333 | Recurred/Progressed | LumB | 3 |
| 457 | ER+ | ER+ | ER+ | 124.100000 | LIVING | Living | 4ER+ | 1 | 51.56 | r | 5.03400 | pos | post | MASTECTOMY | low | NEUT | NaN | claudin-low | YES | YES | YES | IDC | MB-0534 | 3.0 | 17.00 | 2.0 | + | - | + | MB-0534 | 124.100000 | DiseaseFree | Normal | 2 |
| 414 | ER+ | ER+ | ER+ | 199.133333 | LIVING | Living | 8 | 1 | 46.66 | l | 3.02400 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0535 | 2.0 | 12.00 | 1.0 | + | - | + | MB-0535 | 199.133333 | DiseaseFree | LumA | 0 |
| 415 | ER+ | ER+ | ER+ | 147.366667 | DECEASED | Died of Other Causes | 1 | 1 | 67.88 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0536 | 3.0 | 20.00 | 1.0 | + | - | - | MB-0536 | 147.366667 | DiseaseFree | LumB | 0 |
| 416 | ER+ | ER+ | ER+ | 113.566667 | LIVING | Living | 4ER+ | 1 | 59.80 | l | 3.02800 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | claudin-low | YES | YES | YES | IDC | MB-0537 | 1.0 | 14.00 | 2.0 | + | - | - | MB-0537 | 113.566667 | DiseaseFree | Normal | 1 |
| 418 | ER+ | ER+ | ER+ | 24.100000 | DECEASED | Died of Disease | 9 | 1 | 61.89 | r | 6.07400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0538 | 3.0 | 37.00 | 2.0 | + | - | + | MB-0538 | 24.100000 | Recurred/Progressed | LumA | 26 |
| 462 | HER2+ | HER2+ | ER-/HER2+ | 85.500000 | DECEASED | Died of Other Causes | 5 | 1 | 64.21 | r | 1.04000 | NaN | post | MASTECTOMY | low | GAIN | HER2+ | Basal | NO | NO | NO | DCIS | MB-0539 | NaN | 20.00 | 0.0 | - | + | - | MB-0539 | 85.500000 | DiseaseFree | Basal | 0 |
| 420 | TNBC | TNBC | TNBC | 194.533333 | LIVING | Living | 4ER+ | 1 | 66.11 | l | 2.02400 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-0540 | 1.0 | 12.00 | 1.0 | - | - | - | MB-0540 | 194.533333 | DiseaseFree | Normal | 0 |
| 464 | ER+ | ER+ | ER+ | 174.266667 | LIVING | Living | 9 | 1 | 38.86 | r | 4.03800 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0541 | 3.0 | 19.00 | 1.0 | + | - | - | MB-0541 | 174.266667 | DiseaseFree | LumA | 0 |
| 812 | ER+ | ER+ | ER+ | 48.600000 | DECEASED | Died of Disease | 1 | 1 | 39.30 | l | 6.04600 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | YES | YES | YES | IDC | MB-0542 | 3.0 | 23.00 | 2.0 | + | - | + | MB-0542 | 48.600000 | Recurred/Progressed | Normal | 5 |
| 421 | ER+ | ER+ | ER+ | 154.766667 | LIVING | Living | 1 | 1 | 45.90 | r | 5.05400 | pos | pre | BREAST CONSERVING | high | GAIN | HER2+ | Basal | NO | YES | YES | IDC | MB-0543 | 3.0 | 27.00 | 2.0 | + | - | - | MB-0543 | 154.766667 | DiseaseFree | Basal | 1 |
| 466 | ER+ | ER+ | ER+ | 79.333333 | DECEASED | Died of Other Causes | 8 | 1 | 74.46 | l | 5.10400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumB | YES | YES | YES | IDC+ILC | MB-0544 | 3.0 | 52.00 | 3.0 | + | - | + | MB-0544 | 79.333333 | DiseaseFree | LumB | 1 |
| 467 | ER+ | ER+ | ER+ | 41.166667 | DECEASED | Died of Other Causes | 6 | 1 | 83.92 | l | 6.05200 | pos | post | NaN | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | YES | IDC | MB-0545 | 3.0 | 26.00 | 2.0 | + | - | - | MB-0545 | 41.166667 | DiseaseFree | Normal | 6 |
| 468 | ER+ | ER+ | ER+ | 193.800000 | LIVING | Living | 3 | 1 | 51.45 | l | 4.02400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC | MB-0546 | 2.0 | 12.00 | 2.0 | + | - | - | MB-0546 | 193.800000 | DiseaseFree | Normal | 1 |
| 817 | HER2+ | ER+ | ER+/HER2+ | 25.966667 | LIVING | Living | 5 | 1 | 76.84 | r | 5.06000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-0549 | 3.0 | 30.00 | 2.0 | + | + | - | MB-0549 | 25.966667 | DiseaseFree | LumB | 3 |
| 469 | ER+ | ER+ | ER+ | 132.333333 | DECEASED | Died of Disease | 8 | 1 | 60.12 | l | 4.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0550 | 2.0 | 15.00 | NaN | + | - | - | MB-0550 | 132.333333 | Recurred/Progressed | LumB | 1 |
| 470 | ER+ | ER+ | ER+ | 51.966667 | DECEASED | Died of Disease | 4ER+ | 1 | 76.32 | l | 3.06400 | pos | post | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC+ILC | MB-0551 | 2.0 | 32.00 | 2.0 | + | - | + | MB-0551 | 51.966667 | Recurred/Progressed | Normal | 0 |
| 471 | HER2+ | ER+ | ER+/HER2+ | 68.066667 | DECEASED | Died of Disease | 5 | 1 | 61.53 | r | 6.05800 | pos | post | MASTECTOMY | NaN | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-0552 | 3.0 | 29.00 | 2.0 | + | + | - | MB-0552 | 68.066667 | Recurred/Progressed | Her2 | 8 |
| 472 | HER2+ | ER+ | ER+/HER2+ | 85.733333 | DECEASED | Died of Other Causes | 5 | 1 | 86.99 | l | 5.04000 | pos | post | MASTECTOMY | moderate | GAIN | NaN | LumA | NO | YES | YES | IDC | MB-0553 | 2.0 | 20.00 | 2.0 | + | + | - | MB-0553 | 85.733333 | DiseaseFree | LumA | 14 |
| 473 | ER+ | ER+ | ER+ | 111.166667 | DECEASED | Died of Other Causes | 8 | 1 | 82.35 | r | 2.03200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0554 | NaN | 16.00 | 1.0 | + | - | + | MB-0554 | 111.166667 | DiseaseFree | LumA | 0 |
| 823 | TNBC | TNBC | TNBC | 97.833333 | DECEASED | Died of Other Causes | 10 | 1 | 69.88 | r | 4.05600 | neg | post | MASTECTOMY | NaN | GAIN | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-0558 | 3.0 | 28.00 | 2.0 | - | - | - | MB-0558 | 97.833333 | DiseaseFree | Basal | 0 |
| 475 | ER+ | ER+ | ER+ | 161.766667 | LIVING | Living | 7 | 1 | 47.71 | l | 4.05000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | NO | IDC | MB-0559 | 3.0 | 25.00 | 2.0 | + | - | + | MB-0559 | 161.766667 | DiseaseFree | LumA | 0 |
| 423 | HER2+ | HER2+ | ER-/HER2+ | 37.933333 | DECEASED | Died of Disease | 4ER- | 1 | 48.39 | r | 4.04400 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Normal | YES | NO | NO | IDC | MB-0564 | 3.0 | 22.00 | 1.0 | - | + | - | MB-0564 | 37.933333 | Recurred/Progressed | Normal | 0 |
| 424 | ER+ | ER+ | ER+ | 181.466667 | LIVING | Living | 7 | 1 | 61.28 | r | 4.03400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0568 | 2.0 | 17.00 | 2.0 | + | - | + | MB-0568 | 181.466667 | DiseaseFree | LumA | 1 |
| 827 | ER+ | ER+ | ER+ | 59.500000 | DECEASED | Died of Disease | 4ER+ | 1 | 74.96 | l | 6.04600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0569 | 3.0 | 23.00 | 2.0 | + | - | + | MB-0569 | 59.500000 | Recurred/Progressed | LumB | 14 |
| 478 | ER+ | ER+ | ER+ | 272.200000 | LIVING | Living | 6 | 1 | 68.99 | l | 4.04000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0570 | 3.0 | 20.00 | 2.0 | + | - | + | MB-0570 | 272.200000 | DiseaseFree | LumB | 0 |
| 479 | ER+ | ER+ | ER+ | 149.866667 | LIVING | Living | 7 | 1 | 61.79 | r | 2.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0571 | 1.0 | 20.00 | 1.0 | + | - | + | MB-0571 | 149.866667 | DiseaseFree | LumA | 0 |
| 480 | ER+ | ER+ | ER+ | 163.200000 | DECEASED | Died of Other Causes | 7 | 1 | 76.22 | NaN | 3.13000 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | OTHER | MB-0573 | 2.0 | 65.00 | 0.0 | + | - | + | MB-0573 | 163.200000 | DiseaseFree | LumA | 0 |
| 328 | ER+ | ER+ | ER+ | 119.800000 | LIVING | Living | 2 | 1 | 71.21 | r | 5.04200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0574 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0574 | 119.800000 | DiseaseFree | LumA | 1 |
| 329 | ER+ | ER+ | ER+ | 128.566667 | LIVING | Living | 4ER+ | 1 | 48.10 | l | 5.11000 | pos | pre | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0575 | 2.0 | 55.00 | 3.0 | + | - | + | MB-0575 | 128.566667 | DiseaseFree | LumA | 4 |
| 330 | ER+ | ER+ | ER+ | 31.000000 | DECEASED | Died of Disease | 2 | 1 | 68.47 | r | 6.04200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0576 | 3.0 | 21.00 | 2.0 | + | - | + | MB-0576 | 31.000000 | Recurred/Progressed | LumB | 5 |
| 331 | ER+ | ER+ | ER+ | 65.400000 | LIVING | Living | 7 | 1 | 51.42 | l | 3.02000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC-MUC | MB-0577 | 2.0 | 10.00 | 1.0 | + | - | - | MB-0577 | 65.400000 | DiseaseFree | LumB | 0 |
| 332 | ER+ | ER+ | ER+ | 110.100000 | LIVING | Living | 4ER+ | 1 | 59.64 | l | 5.08400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | ILC | MB-0578 | 2.0 | 42.00 | 2.0 | + | - | + | MB-0578 | 110.100000 | DiseaseFree | Normal | 6 |
| 333 | ER+ | ER+ | ER+ | 92.766667 | DECEASED | Died of Other Causes | 7 | 1 | 70.53 | l | 4.05800 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-0579 | 2.0 | 29.00 | 2.0 | + | - | - | MB-0579 | 92.766667 | DiseaseFree | LumB | 1 |
| 334 | ER+ | ER+ | ER+ | 79.366667 | DECEASED | Died of Disease | 4ER+ | 1 | 33.80 | l | 5.08000 | pos | pre | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0580 | 3.0 | 40.00 | 2.0 | + | - | + | MB-0580 | 79.366667 | Recurred/Progressed | LumA | 2 |
| 335 | TNBC | TNBC | TNBC | 7.866667 | DECEASED | Died of Disease | 7 | 1 | 96.29 | r | 6.05200 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-0581 | 3.0 | 26.00 | 2.0 | - | - | - | MB-0581 | 7.866667 | Recurred/Progressed | Basal | 14 |
| 336 | TNBC | TNBC | TNBC | 15.533333 | DECEASED | Died of Other Causes | 10 | 1 | 84.76 | r | 4.06000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-0582 | 3.0 | 30.00 | 2.0 | - | - | - | MB-0582 | 15.533333 | DiseaseFree | Basal | 0 |
| 337 | ER+ | ER+ | ER+ | 62.633333 | LIVING | Living | 3 | 1 | 75.67 | l | 3.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0583 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0583 | 62.633333 | DiseaseFree | LumA | 0 |
| 338 | ER+ | ER+ | ER+ | 118.200000 | LIVING | Living | 7 | 1 | 41.31 | r | 4.04000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0584 | 3.0 | 20.00 | 1.0 | + | - | + | MB-0584 | 118.200000 | DiseaseFree | LumB | 0 |
| 339 | ER+ | ER+ | ER+ | 106.966667 | DECEASED | Died of Disease | 6 | 1 | 76.72 | r | 5.05600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0585 | 3.0 | 28.00 | 2.0 | + | - | - | MB-0585 | 106.966667 | Recurred/Progressed | LumB | 1 |
| 340 | ER+ | ER+ | ER+ | 77.233333 | DECEASED | Died of Other Causes | 6 | 1 | 77.99 | l | 4.13000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0586 | 2.0 | 65.00 | 3.0 | + | - | - | MB-0586 | 77.233333 | DiseaseFree | LumA | 1 |
| 341 | ER+ | ER+ | ER+ | 91.266667 | LIVING | Living | 9 | 1 | 50.41 | l | 4.04800 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC+ILC | MB-0587 | 2.0 | 24.00 | 2.0 | + | - | + | MB-0587 | 91.266667 | DiseaseFree | LumA | 1 |
| 342 | TNBC | TNBC | TNBC | 119.733333 | LIVING | Living | 4ER- | 1 | 76.35 | r | 3.04400 | neg | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-0588 | 2.0 | 22.00 | 2.0 | - | - | - | MB-0588 | 119.733333 | DiseaseFree | Normal | 0 |
| 343 | HER2+ | ER+ | ER+/HER2+ | 125.800000 | LIVING | Living | 5 | 1 | 59.96 | r | 5.07000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0589 | 2.0 | 35.00 | 4.0 | + | + | - | MB-0589 | 125.800000 | DiseaseFree | LumB | 25 |
| 344 | ER+ | ER+ | ER+ | 72.466667 | DECEASED | Died of Other Causes | 9 | 1 | 60.27 | r | 6.06000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0590 | 3.0 | 30.00 | 2.0 | + | - | + | MB-0590 | 72.466667 | DiseaseFree | LumB | 15 |
| 345 | ER+ | ER+ | ER+ | 117.766667 | DECEASED | Died of Disease | 8 | 1 | 84.00 | l | 4.03400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0591 | 3.0 | 17.00 | 1.0 | + | - | - | MB-0591 | 117.766667 | Recurred/Progressed | LumB | 0 |
| 346 | ER+ | ER+ | ER+ | 74.566667 | LIVING | Living | 8 | 1 | 74.94 | l | 1.11000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | OTHER INVASIVE | MB-0592 | NaN | 55.00 | 0.0 | + | - | + | MB-0592 | 74.566667 | DiseaseFree | LumB | 0 |
| 1979 | HER2+ | HER2+ | ER-/HER2+ | 34.666667 | DECEASED | Died of Disease | 5 | 1 | 62.34 | l | 5.18000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | ILC | MB-0593 | 2.0 | 90.00 | 3.0 | - | + | - | MB-0593 | 34.666667 | Recurred/Progressed | Her2 | 13 |
| 347 | ER+ | ER+ | ER+ | 44.233333 | LIVING | Living | 4ER+ | 1 | 77.96 | r | 5.09000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0594 | 3.0 | 45.00 | 3.0 | + | - | - | MB-0594 | 44.233333 | DiseaseFree | LumB | 1 |
| 348 | ER+ | ER+ | ER+ | 100.466667 | DECEASED | Died of Other Causes | 3 | 1 | 77.48 | l | 3.03200 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-0596 | 2.0 | 16.00 | 1.0 | + | - | + | MB-0596 | 100.466667 | DiseaseFree | LumA | 0 |
| 349 | ER+ | ER+ | ER+ | 113.066667 | DECEASED | Died of Other Causes | 3 | 1 | 64.55 | l | 4.03400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC | MB-0597 | 2.0 | 17.00 | 2.0 | + | - | + | MB-0597 | 113.066667 | DiseaseFree | Normal | 2 |
| 350 | ER+ | ER+ | ER+ | 89.366667 | DECEASED | Died of Disease | 3 | 1 | 77.48 | r | 5.04800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0598 | 2.0 | 24.00 | 2.0 | + | - | + | MB-0598 | 89.366667 | Recurred/Progressed | LumB | 9 |
| 351 | ER+ | ER+ | ER+ | 123.266667 | LIVING | Living | 4ER+ | 1 | 46.85 | r | 4.04800 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0599 | 2.0 | 24.00 | 2.0 | + | - | - | MB-0599 | 123.266667 | DiseaseFree | LumA | 1 |
| 352 | ER+ | ER+ | ER+ | 111.000000 | LIVING | Living | 6 | 1 | 70.50 | l | 6.05400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | OTHER | MB-0600 | 3.0 | 27.00 | 2.0 | + | - | - | MB-0600 | 111.000000 | DiseaseFree | LumA | 9 |
| 353 | ER+ | ER+ | ER+ | 29.666667 | DECEASED | Died of Disease | 10 | 1 | 32.99 | r | 6.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0601 | 3.0 | 25.00 | 2.0 | + | - | - | MB-0601 | 29.666667 | Recurred/Progressed | LumB | 8 |
| 354 | ER+ | ER+ | ER+ | 121.966667 | LIVING | Living | 7 | 1 | 79.52 | r | 4.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0603 | 2.0 | 21.00 | 2.0 | + | - | + | MB-0603 | 121.966667 | DiseaseFree | LumA | 1 |
| 355 | ER+ | ER+ | ER+ | 114.600000 | LIVING | Living | 8 | 1 | 58.08 | r | 3.03600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-0605 | 2.0 | 18.00 | 1.0 | + | - | + | MB-0605 | 114.600000 | DiseaseFree | LumA | 0 |
| 356 | ER+ | ER+ | ER+ | 27.466667 | DECEASED | Died of Disease | 3 | 1 | 83.19 | r | 3.03600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-MUC | MB-0606 | 2.0 | 18.00 | 1.0 | + | - | - | MB-0606 | 27.466667 | Recurred/Progressed | LumB | 0 |
| 357 | ER+ | ER+ | ER+ | 87.833333 | LIVING | Living | 4ER+ | 1 | 53.10 | l | 5.06000 | pos | post | NaN | moderate | GAIN | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0607 | 3.0 | 30.00 | 2.0 | + | - | + | MB-0607 | 87.833333 | DiseaseFree | LumA | 2 |
| 358 | TNBC | TNBC | TNBC | 63.966667 | DECEASED | Died of Other Causes | 10 | 1 | 76.81 | r | 6.05000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC-MED | MB-0608 | 3.0 | 25.00 | 2.0 | - | - | - | MB-0608 | 63.966667 | DiseaseFree | Basal | 5 |
| 359 | ER+ | ER+ | ER+ | 98.700000 | DECEASED | Died of Disease | 8 | 1 | 51.15 | l | 4.02800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | NO | IDC | MB-0609 | 2.0 | 14.00 | 2.0 | + | - | - | MB-0609 | 98.700000 | Recurred/Progressed | LumA | 2 |
| 360 | ER+ | ER+ | ER+ | 76.700000 | LIVING | Living | 4ER+ | 1 | 71.30 | r | 4.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0610 | 2.0 | 18.00 | 2.0 | + | - | - | MB-0610 | 76.700000 | DiseaseFree | LumA | 2 |
| 361 | ER+ | ER+ | ER+ | 104.533333 | LIVING | Living | 9 | 1 | 75.65 | r | 4.04800 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-0611 | 3.0 | 24.00 | 2.0 | + | - | + | MB-0611 | 104.533333 | DiseaseFree | LumB | 0 |
| 362 | TNBC | TNBC | TNBC | 48.800000 | LIVING | Living | 4ER- | 1 | 60.20 | r | 3.12000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC-MED | MB-0613 | 2.0 | 60.00 | 3.0 | - | - | - | MB-0613 | 48.800000 | DiseaseFree | Basal | 0 |
| 363 | ER+ | ER+ | ER+ | 119.333333 | LIVING | Living | 6 | 1 | 48.99 | l | 5.03800 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | NO | IDC | MB-0614 | 3.0 | 19.00 | 2.0 | + | - | + | MB-0614 | 119.333333 | DiseaseFree | LumA | 1 |
| 364 | HER2+ | HER2+ | ER-/HER2+ | 34.766667 | LIVING | Living | 5 | 1 | 38.75 | NaN | 4.00600 | neg | pre | MASTECTOMY | NaN | GAIN | HER2+ | Normal | NO | NO | NO | IDC | MB-0615 | 2.0 | 3.00 | NaN | - | + | - | MB-0615 | 34.766667 | DiseaseFree | Normal | 3 |
| 365 | ER+ | ER+ | ER+ | 29.033333 | DECEASED | Died of Other Causes | 7 | 1 | 75.98 | l | 5.07600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC+ILC | MB-0616 | 3.0 | 38.00 | 2.0 | + | - | - | MB-0616 | 29.033333 | DiseaseFree | LumB | 3 |
| 366 | TNBC | TNBC | TNBC | 92.833333 | DECEASED | Died of Other Causes | 4ER+ | 1 | 72.14 | r | 2.08000 | pos | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC-MUC | MB-0617 | 1.0 | 40.00 | 2.0 | - | - | - | MB-0617 | 92.833333 | DiseaseFree | Normal | 0 |
| 367 | ER+ | ER+ | ER+ | 101.900000 | LIVING | Living | 3 | 1 | 63.86 | r | 3.03400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC | MB-0618 | 2.0 | 17.00 | 1.0 | + | - | + | MB-0618 | 101.900000 | DiseaseFree | LumB | 0 |
| 368 | ER+ | ER+ | ER+ | 94.233333 | LIVING | Living | 4ER+ | 1 | 38.90 | l | 5.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | YES | YES | YES | IDC-MUC | MB-0619 | 3.0 | 25.00 | 2.0 | + | - | - | MB-0619 | 94.233333 | DiseaseFree | Normal | 1 |
| 369 | ER+ | ER+ | ER+ | 112.800000 | LIVING | Living | 4ER+ | 1 | 62.97 | r | 5.02800 | pos | post | BREAST CONSERVING | NaN | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | OTHER INVASIVE | MB-0620 | 3.0 | 14.00 | 2.0 | + | - | - | MB-0620 | 112.800000 | DiseaseFree | Normal | 1 |
| 370 | ER+ | ER+ | ER+ | 33.566667 | LIVING | Living | 4ER+ | 1 | 70.04 | r | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-0621 | 2.0 | 30.00 | 2.0 | + | - | + | MB-0621 | 33.566667 | DiseaseFree | LumA | 1 |
| 371 | ER+ | ER+ | ER+ | 111.066667 | LIVING | Living | 4ER+ | 1 | 66.52 | r | 3.02400 | pos | post | BREAST CONSERVING | low | NEUT | NaN | Normal | NO | YES | YES | IDC | MB-0623 | 2.0 | 12.00 | 1.0 | + | - | + | MB-0623 | 111.066667 | DiseaseFree | Normal | 0 |
| 372 | ER+ | ER+ | ER+ | 64.033333 | LIVING | Living | 3 | 1 | 64.28 | l | 4.03200 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0624 | 2.0 | 16.00 | 2.0 | + | - | - | MB-0624 | 64.033333 | DiseaseFree | LumA | 1 |
| 373 | ER+ | ER+ | ER+ | 35.533333 | DECEASED | Died of Disease | 1 | 1 | 61.11 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-0626 | 3.0 | 20.00 | 2.0 | + | - | - | MB-0626 | 35.533333 | Recurred/Progressed | LumB | 0 |
| 374 | TNBC | TNBC | TNBC | 0.766667 | LIVING | Living | 4ER- | 1 | 54.10 | r | 5.04000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-0627 | 3.0 | 20.00 | NaN | - | - | - | MB-0627 | 0.766667 | DiseaseFree | Basal | 0 |
| 375 | ER+ | ER+ | ER+ | 105.966667 | LIVING | Living | 7 | 1 | 63.98 | l | 3.02000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | YES | IDC | MB-0628 | 2.0 | 10.00 | 1.0 | + | - | - | MB-0628 | 105.966667 | DiseaseFree | Normal | 0 |
| 376 | HER2+ | ER+ | ER+/HER2+ | 86.800000 | LIVING | Living | 1 | 1 | 38.35 | r | 4.04000 | pos | pre | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0630 | 3.0 | 20.00 | 1.0 | + | + | + | MB-0630 | 86.800000 | DiseaseFree | LumB | 0 |
| 377 | ER+ | ER+ | ER+ | 47.433333 | DECEASED | Died of Disease | 8 | 1 | 84.41 | l | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | YES | IDC | MB-0631 | 2.0 | 25.00 | 2.0 | + | - | + | MB-0631 | 47.433333 | Recurred/Progressed | LumA | 1 |
| 378 | ER+ | ER+ | ER+ | 56.500000 | LIVING | Living | 4ER+ | 1 | 51.92 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0632 | 2.0 | 20.00 | 1.0 | + | - | - | MB-0632 | 56.500000 | DiseaseFree | LumA | 0 |
| 379 | TNBC | TNBC | TNBC | 17.766667 | LIVING | Living | 4ER+ | 1 | 55.99 | r | 4.01000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | claudin-low | NO | NO | NO | ILC | MB-0634 | 2.0 | 5.00 | NaN | - | - | - | MB-0634 | 17.766667 | DiseaseFree | Normal | 0 |
| 380 | TNBC | TNBC | TNBC | 88.000000 | LIVING | Living | 4ER+ | 1 | 76.50 | r | 4.02800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-0635 | 3.0 | 14.00 | 1.0 | - | - | - | MB-0635 | 88.000000 | DiseaseFree | Basal | 0 |
| 381 | ER+ | ER+ | ER+ | 32.633333 | DECEASED | Died of Disease | 6 | 1 | 26.36 | r | 4.02400 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0636 | 3.0 | 12.00 | 1.0 | + | - | + | MB-0636 | 32.633333 | Recurred/Progressed | LumA | 0 |
| 382 | ER+ | ER+ | ER+ | 80.666667 | LIVING | Living | 10 | 1 | 75.71 | r | 4.06200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0637 | 3.0 | 31.00 | 2.0 | + | - | + | MB-0637 | 80.666667 | DiseaseFree | LumB | 0 |
| 383 | ER+ | ER+ | ER+ | 103.633333 | DECEASED | Died of Other Causes | 4ER+ | 1 | 66.95 | l | 4.06400 | pos | post | MASTECTOMY | low | NEUT | NaN | Normal | NO | YES | YES | IDC | MB-0638 | 2.0 | 32.00 | 2.0 | + | - | - | MB-0638 | 103.633333 | DiseaseFree | Normal | 1 |
| 384 | TNBC | TNBC | TNBC | 75.400000 | LIVING | Living | 10 | 1 | 50.39 | l | 4.03600 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-0639 | 3.0 | 18.00 | 1.0 | - | - | - | MB-0639 | 75.400000 | DiseaseFree | Basal | 0 |
| 385 | ER+ | ER+ | ER+ | 61.333333 | LIVING | Living | 7 | 1 | 66.09 | r | 3.02600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-0640 | 2.0 | 13.00 | 1.0 | + | - | + | MB-0640 | 61.333333 | DiseaseFree | Normal | 0 |
| 386 | ER+ | ER+ | ER+ | 102.566667 | LIVING | Living | 4ER+ | 1 | 56.34 | r | 4.02800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0641 | 2.0 | 14.00 | 2.0 | + | - | - | MB-0641 | 102.566667 | DiseaseFree | Normal | 1 |
| 387 | ER+ | ER+ | ER+ | 84.200000 | DECEASED | Died of Other Causes | 8 | 1 | 79.12 | l | 2.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-0642 | 1.0 | 20.00 | 1.0 | + | - | + | MB-0642 | 84.200000 | DiseaseFree | LumA | 0 |
| 388 | HER2+ | HER2+ | ER-/HER2+ | 19.733333 | DECEASED | Died of Other Causes | 5 | 1 | 73.46 | l | 6.12000 | pos | post | MASTECTOMY | high | GAIN | ER-/HER2- | Her2 | NO | YES | YES | IDC | MB-0643 | 3.0 | 60.00 | 3.0 | - | + | - | MB-0643 | 19.733333 | DiseaseFree | Her2 | 12 |
| 389 | ER+ | ER+ | ER+ | 93.300000 | LIVING | Living | 4ER+ | 1 | 71.06 | l | 5.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-0644 | 2.0 | 30.00 | 3.0 | + | - | + | MB-0644 | 93.300000 | DiseaseFree | LumA | 5 |
| 390 | ER+ | ER+ | ER+ | 15.166667 | DECEASED | Died of Disease | 8 | 1 | 67.06 | l | 5.06600 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | YES | IDC+ILC | MB-0646 | 2.0 | 33.00 | 2.0 | + | - | - | MB-0646 | 15.166667 | Recurred/Progressed | LumB | 6 |
| 391 | ER+ | ER+ | ER+ | 61.433333 | LIVING | Living | 7 | 1 | 60.62 | r | 4.01600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0649 | 1.0 | 8.00 | 2.0 | + | - | + | MB-0649 | 61.433333 | DiseaseFree | LumA | 4 |
| 392 | ER+ | ER+ | ER+ | 25.533333 | LIVING | Living | 2 | 1 | 79.48 | l | 4.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-0650 | 2.0 | 21.00 | 2.0 | + | - | - | MB-0650 | 25.533333 | DiseaseFree | LumA | 2 |
| 393 | HER2+ | ER+ | ER+/HER2+ | 96.233333 | DECEASED | Died of Disease | 5 | 1 | 85.12 | r | 5.04200 | pos | post | MASTECTOMY | moderate | GAIN | NaN | Her2 | NO | YES | NO | IDC | MB-0652 | 3.0 | 21.00 | 2.0 | + | + | + | MB-0652 | 96.233333 | Recurred/Progressed | Her2 | 1 |
| 394 | TNBC | TNBC | TNBC | 24.800000 | DECEASED | Died of Disease | 9 | 1 | 69.95 | l | 5.05600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC+ILC | MB-0653 | 3.0 | 28.00 | 2.0 | - | - | - | MB-0653 | 24.800000 | Recurred/Progressed | Her2 | 2 |
| 395 | ER+ | ER+ | ER+ | 69.400000 | LIVING | Living | 8 | 1 | 82.50 | r | 2.04800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-0654 | 1.0 | 24.00 | 2.0 | + | - | + | MB-0654 | 69.400000 | DiseaseFree | LumA | 0 |
| 396 | ER+ | ER+ | ER+ | 111.066667 | LIVING | Living | 4ER+ | 1 | 69.73 | l | 1.12000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | OTHER INVASIVE | MB-0655 | NaN | 60.00 | 1.0 | + | - | + | MB-0655 | 111.066667 | DiseaseFree | Normal | 0 |
| 397 | HER2+ | HER2+ | ER-/HER2+ | 19.033333 | DECEASED | Died of Disease | 5 | 1 | 35.90 | r | 4.20000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | claudin-low | YES | NO | YES | IDC | MB-0656 | 3.0 | 100.00 | 3.0 | - | + | - | MB-0656 | 19.033333 | Recurred/Progressed | Basal | 0 |
| 398 | ER+ | ER+ | ER+ | 30.433333 | LIVING | Living | 4ER+ | 1 | 58.65 | l | 3.20000 | pos | post | NaN | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | ILC | MB-0657 | 2.0 | 100.00 | 2.0 | + | - | - | MB-0657 | 30.433333 | DiseaseFree | Normal | 0 |
| 399 | TNBC | TNBC | TNBC | 97.266667 | LIVING | Living | 10 | 1 | 60.89 | l | 5.05000 | neg | post | BREAST CONSERVING | high | LOSS | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-0658 | 3.0 | 25.00 | 2.0 | - | - | - | MB-0658 | 97.266667 | DiseaseFree | Basal | 2 |
| 400 | TNBC | TNBC | TNBC | 23.333333 | DECEASED | Died of Disease | 4ER- | 1 | 82.87 | l | 3.09000 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Normal | NO | NO | YES | OTHER | MB-0659 | 2.0 | 45.00 | NaN | - | - | - | MB-0659 | 23.333333 | Recurred/Progressed | Normal | 0 |
| 401 | TNBC | TNBC | TNBC | 18.933333 | DECEASED | Died of Disease | 10 | 1 | 52.43 | r | 6.32000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | YES | YES | YES | IDC-MED | MB-0660 | 3.0 | 160.00 | 1.0 | - | - | - | MB-0660 | 18.933333 | Recurred/Progressed | Her2 | 22 |
| 402 | ER+ | ER+ | ER+ | 20.000000 | DECEASED | Died of Disease | 7 | 1 | 78.78 | l | 3.01600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0661 | 2.0 | 8.00 | 1.0 | + | - | + | MB-0661 | 20.000000 | Recurred/Progressed | LumA | 0 |
| 403 | HER2+ | ER+ | ER+/HER2+ | 69.800000 | DECEASED | Died of Disease | 5 | 1 | 50.94 | l | 4.02800 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | Normal | NO | YES | YES | IDC | MB-0662 | 3.0 | 14.00 | 1.0 | + | + | + | MB-0662 | 69.800000 | Recurred/Progressed | Normal | 0 |
| 404 | HER2+ | HER2+ | ER-/HER2+ | 55.366667 | LIVING | Living | 5 | 1 | 57.76 | l | 4.03200 | neg | post | NaN | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-0663 | 3.0 | 16.00 | 1.0 | - | + | - | MB-0663 | 55.366667 | DiseaseFree | Her2 | 0 |
| 405 | TNBC | TNBC | TNBC | 11.066667 | DECEASED | Died of Disease | 10 | 1 | 78.27 | l | 6.16800 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0664 | 3.0 | 84.00 | 3.0 | - | - | - | MB-0664 | 11.066667 | Recurred/Progressed | Basal | 10 |
| 406 | ER+ | ER+ | ER+ | 24.333333 | DECEASED | Died of Disease | 9 | 1 | 61.31 | r | 6.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | IDC | MB-0666 | 3.0 | 25.00 | 2.0 | + | - | + | MB-0666 | 24.333333 | Recurred/Progressed | LumA | 9 |
| 7 | HER2+ | ER+ | ER+/HER2+ | 128.000000 | DECEASED | Died of Disease | 1 | 1 | 76.24 | l | 6.06800 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-0667 | 3.0 | 34.00 | 2.0 | + | + | + | MB-0667 | 128.000000 | Recurred/Progressed | LumB | 11 |
| 195 | TNBC | TNBC | TNBC | 112.400000 | DECEASED | Died of Other Causes | 10 | 1 | 58.83 | r | 4.05800 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-0869 | 3.0 | 29.00 | 2.0 | - | - | - | MB-0869 | 112.400000 | DiseaseFree | Basal | 0 |
| 196 | ER+ | ER+ | ER+ | 152.066667 | DECEASED | Died of Other Causes | 7 | 1 | 82.34 | r | 4.02800 | pos | post | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-0872 | 2.0 | 14.00 | 2.0 | + | - | + | MB-0872 | 152.066667 | DiseaseFree | Normal | 1 |
| 197 | TNBC | TNBC | TNBC | 16.600000 | DECEASED | Died of Disease | 10 | 1 | 59.22 | l | 4.07800 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-0874 | 3.0 | 39.00 | 2.0 | - | - | - | MB-0874 | 16.600000 | Recurred/Progressed | Basal | 0 |
| 198 | TNBC | TNBC | TNBC | 176.433333 | LIVING | Living | 4ER- | 1 | 54.85 | r | 1.00000 | NaN | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | DCIS | MB-0876 | NaN | 0.00 | 0.0 | - | - | - | MB-0876 | 176.433333 | DiseaseFree | Basal | 0 |
| 199 | ER+ | ER+ | ER+ | 14.433333 | DECEASED | Died of Disease | 6 | 1 | 79.41 | l | 6.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-0877 | 3.0 | 35.00 | 2.0 | + | - | + | MB-0877 | 14.433333 | Recurred/Progressed | LumB | 4 |
| 200 | ER+ | ER+ | ER+ | 1.233333 | LIVING | Living | 7 | 1 | 73.64 | r | 2.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-0880 | 1.0 | 30.00 | 2.0 | + | - | + | MB-0880 | 1.233333 | DiseaseFree | LumA | 0 |
| 201 | ER+ | ER+ | ER+ | 42.366667 | DECEASED | Died of Disease | 7 | 1 | 73.39 | l | 4.09400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC+ILC | MB-0882 | 3.0 | 47.00 | 2.0 | + | - | + | MB-0882 | 42.366667 | Recurred/Progressed | LumB | 0 |
| 202 | ER+ | ER+ | ER+ | 93.666667 | DECEASED | Died of Disease | 9 | 1 | 56.47 | l | 6.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-0884 | 3.0 | 23.00 | 2.0 | + | - | - | MB-0884 | 93.666667 | Recurred/Progressed | LumB | 15 |
| 203 | TNBC | TNBC | TNBC | 69.933333 | DECEASED | Died of Disease | 4ER- | 1 | 52.21 | r | 2.00000 | NaN | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | PHYL | MB-0885 | NaN | 0.00 | NaN | - | - | - | MB-0885 | 69.933333 | Recurred/Progressed | Normal | 0 |
| 204 | ER+ | ER+ | ER+ | 149.400000 | LIVING | Living | 3 | 1 | 83.68 | r | 3.07400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-0891 | 1.0 | 37.00 | 2.0 | + | - | - | MB-0891 | 149.400000 | DiseaseFree | LumA | 2 |
| 205 | TNBC | TNBC | TNBC | 175.633333 | LIVING | Living | 4ER+ | 1 | 57.41 | l | 5.05600 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-0893 | 3.0 | 28.00 | 2.0 | - | - | - | MB-0893 | 175.633333 | DiseaseFree | Basal | 3 |
| 206 | HER2+ | ER+ | ER+/HER2+ | 43.100000 | DECEASED | Died of Other Causes | 5 | 1 | 79.61 | l | 5.03800 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-0895 | 3.0 | 19.00 | 2.0 | + | + | + | MB-0895 | 43.100000 | DiseaseFree | LumB | 1 |
| 207 | ER+ | ER+ | ER+ | 30.966667 | DECEASED | Died of Other Causes | 4ER+ | 1 | 41.32 | NaN | 4.09200 | NaN | pre | NaN | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC+ILC | MB-0897 | 2.0 | 46.00 | 2.0 | + | - | + | MB-0897 | 30.966667 | DiseaseFree | Normal | 1 |
| 208 | ER+ | ER+ | ER+ | 175.800000 | LIVING | Living | 8 | 1 | 50.62 | r | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | NO | IDC | MB-0899 | 2.0 | 25.00 | 2.0 | + | - | + | MB-0899 | 175.800000 | DiseaseFree | LumA | 3 |
| 209 | TNBC | TNBC | TNBC | 136.166667 | LIVING | Living | 10 | 1 | 68.19 | l | 5.06600 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-0901 | 3.0 | 33.00 | 2.0 | - | - | - | MB-0901 | 136.166667 | DiseaseFree | Basal | 3 |
| 210 | ER+ | ER+ | ER+ | 144.700000 | DECEASED | Died of Other Causes | 3 | 1 | 83.01 | l | 4.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-0904 | 2.0 | 22.00 | 2.0 | + | - | + | MB-0904 | 144.700000 | DiseaseFree | LumA | 1 |
| 211 | TNBC | TNBC | TNBC | 63.866667 | DECEASED | Died of Other Causes | 4ER- | 1 | 70.60 | r | 4.05600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-0906 | 3.0 | 28.00 | 2.0 | - | - | - | MB-0906 | 63.866667 | DiseaseFree | Normal | 0 |
| 212 | HER2+ | HER2+ | ER-/HER2+ | 119.966667 | DECEASED | Died of Other Causes | 4ER- | 1 | 72.14 | l | 2.07400 | NaN | post | MASTECTOMY | low | GAIN | HER2+ | claudin-low | NO | NO | NO | DCIS | MB-0907 | NaN | 37.00 | 1.0 | - | + | - | MB-0907 | 119.966667 | DiseaseFree | Normal | 0 |
| 572 | HER2+ | HER2+ | ER-/HER2+ | 59.700000 | DECEASED | Died of Disease | 5 | 2 | 57.96 | l | 3.04000 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | LumA | NO | NO | YES | IDC | MB-2513 | 2.0 | 20.00 | 1.0 | - | + | - | MB-2513 | 59.700000 | Recurred/Progressed | LumA | 0 |
| 573 | HER2+ | HER2+ | ER-/HER2+ | 268.433333 | DECEASED | Died of Other Causes | 5 | 2 | 60.29 | r | 4.03000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-2517 | 3.0 | 15.00 | 1.0 | - | + | - | MB-2517 | 268.433333 | DiseaseFree | Her2 | 0 |
| 574 | ER+ | ER+ | ER+ | 47.900000 | DECEASED | Died of Other Causes | 3 | 2 | 54.11 | l | 2.03000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2536 | 1.0 | 15.00 | 1.0 | + | - | - | MB-2536 | 47.900000 | DiseaseFree | LumA | 0 |
| 575 | TNBC | TNBC | TNBC | 220.900000 | DECEASED | Died of Other Causes | 4ER+ | 2 | 62.59 | l | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | ILC | MB-2556 | 2.0 | 20.00 | 2.0 | - | - | - | MB-2556 | 220.900000 | DiseaseFree | Normal | 1 |
| 576 | ER+ | ER+ | ER+ | 285.433333 | LIVING | Living | 8 | 2 | 52.98 | l | 2.02000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-2564 | 1.0 | 10.00 | 1.0 | + | - | + | MB-2564 | 285.433333 | DiseaseFree | LumA | 0 |
| 577 | ER+ | ER+ | ER+ | 280.700000 | LIVING | Living | 8 | 2 | 58.99 | l | 3.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-2610 | 1.0 | 25.00 | 2.0 | + | - | + | MB-2610 | 280.700000 | DiseaseFree | LumA | 1 |
| 578 | ER+ | ER+ | ER+ | 163.400000 | LIVING | Living | 1 | 2 | 59.63 | l | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-2613 | 3.0 | 20.00 | 1.0 | + | - | + | MB-2613 | 163.400000 | DiseaseFree | LumB | 0 |
| 937 | ER+ | ER+ | ER+ | 64.933333 | DECEASED | Died of Disease | 7 | 2 | 43.72 | l | 4.03000 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | NO | NO | IDC-TUB | MB-2614 | 1.0 | 15.00 | 3.0 | + | - | + | MB-2614 | 64.933333 | Recurred/Progressed | LumA | 10 |
| 580 | ER+ | ER+ | ER+ | 219.166667 | DECEASED | Died of Disease | 4ER+ | 2 | 65.07 | l | 3.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | NO | YES | IDC+ILC | MB-2616 | 2.0 | 18.00 | 1.0 | + | - | + | MB-2616 | 219.166667 | Recurred/Progressed | Normal | 0 |
| 581 | ER+ | ER+ | ER+ | 89.100000 | DECEASED | Died of Disease | 4ER+ | 2 | 63.30 | l | 4.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2617 | 3.0 | 18.00 | 1.0 | + | - | - | MB-2617 | 89.100000 | Recurred/Progressed | LumB | 0 |
| 582 | ER+ | ER+ | ER+ | 89.100000 | DECEASED | Died of Disease | 1 | 2 | 66.22 | r | 3.03200 | pos | post | BREAST CONSERVING | high | GAIN | NaN | LumB | NO | NO | YES | IDC | MB-2618 | 2.0 | 16.00 | 1.0 | + | - | + | MB-2618 | 89.100000 | Recurred/Progressed | LumB | 0 |
| 941 | ER+ | ER+ | ER+ | 128.533333 | LIVING | Living | 3 | 2 | 53.53 | r | 3.02800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-TUB | MB-2624 | 1.0 | 14.00 | 2.0 | + | - | + | MB-2624 | 128.533333 | DiseaseFree | LumA | 2 |
| 584 | HER2+ | ER+ | ER+/HER2+ | 193.700000 | LIVING | Living | 5 | 2 | 62.54 | r | 4.03200 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-2626 | 3.0 | 16.00 | 1.0 | + | + | + | MB-2626 | 193.700000 | DiseaseFree | LumB | 0 |
| 585 | ER+ | ER+ | ER+ | 279.100000 | LIVING | Living | 3 | 2 | 61.22 | l | 5.03000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-2629 | 3.0 | 15.00 | 2.0 | + | - | - | MB-2629 | 279.100000 | DiseaseFree | LumB | 1 |
| 586 | HER2+ | HER2+ | ER-/HER2+ | 19.100000 | DECEASED | Died of Disease | 5 | 2 | 36.52 | l | 5.03000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-2632 | 3.0 | 15.00 | 2.0 | - | + | - | MB-2632 | 19.100000 | Recurred/Progressed | Her2 | 3 |
| 587 | ER+ | ER+ | ER+ | 274.033333 | LIVING | Living | 2 | 2 | 70.69 | l | 4.02000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2634 | 3.0 | 10.00 | 1.0 | + | - | + | MB-2634 | 274.033333 | DiseaseFree | LumB | 0 |
| 946 | ER+ | ER+ | ER+ | 45.166667 | DECEASED | Died of Disease | 1 | 2 | 30.67 | r | 5.07000 | neg | pre | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | LumB | YES | NO | YES | IDC | MB-2642 | 3.0 | 35.00 | 2.0 | + | - | + | MB-2642 | 45.166667 | Recurred/Progressed | LumB | 3 |
| 588 | TNBC | TNBC | TNBC | 52.966667 | DECEASED | Died of Disease | 4ER- | 2 | 34.20 | r | 3.00600 | NaN | pre | BREAST CONSERVING | low | NEUT | NaN | claudin-low | NO | NO | YES | IDC | MB-2643 | 2.0 | 3.00 | 1.0 | - | - | - | MB-2643 | 52.966667 | Recurred/Progressed | Basal | 0 |
| 589 | ER+ | ER+ | ER+ | 44.766667 | DECEASED | Died of Disease | 4ER+ | 2 | 69.45 | l | 6.05400 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | YES | YES | IDC | MB-2645 | 3.0 | 27.00 | 3.0 | + | - | - | MB-2645 | 44.766667 | Recurred/Progressed | Basal | 6 |
| 949 | ER+ | ER+ | ER+ | 73.700000 | DECEASED | Died of Disease | 6 | 2 | 62.56 | l | 3.04800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-2669 | 2.0 | 24.00 | 1.0 | + | - | - | MB-2669 | 73.700000 | Recurred/Progressed | LumA | 0 |
| 591 | ER+ | ER+ | ER+ | 177.266667 | LIVING | Living | 1 | 2 | 68.76 | l | 5.03400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2686 | 3.0 | 17.00 | 2.0 | + | - | - | MB-2686 | 177.266667 | DiseaseFree | LumB | 1 |
| 592 | ER+ | ER+ | ER+ | 163.733333 | LIVING | Living | 3 | 2 | 61.78 | l | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC-TUB | MB-2705 | 2.0 | 15.00 | 1.0 | + | - | - | MB-2705 | 163.733333 | DiseaseFree | LumB | 0 |
| 593 | ER+ | ER+ | ER+ | 133.233333 | DECEASED | Died of Disease | 7 | 2 | 66.36 | l | 3.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-TUB | MB-2708 | 2.0 | 15.00 | 1.0 | + | - | + | MB-2708 | 133.233333 | Recurred/Progressed | LumB | 0 |
| 594 | ER+ | ER+ | ER+ | 201.466667 | LIVING | Living | 7 | 2 | 48.07 | l | 3.03000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-2711 | 2.0 | 15.00 | 1.0 | + | - | + | MB-2711 | 201.466667 | DiseaseFree | LumA | 0 |
| 595 | ER+ | ER+ | ER+ | 234.433333 | DECEASED | Died of Other Causes | 7 | 2 | 54.59 | r | 3.02200 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-2712 | 1.0 | 11.00 | 2.0 | + | - | + | MB-2712 | 234.433333 | DiseaseFree | LumA | 1 |
| 596 | TNBC | TNBC | TNBC | 278.266667 | LIVING | Living | 10 | 2 | 47.94 | l | 4.04000 | neg | pre | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | NO | IDC-TUB | MB-2718 | 2.0 | 20.00 | 2.0 | - | - | - | MB-2718 | 278.266667 | DiseaseFree | Basal | 1 |
| 597 | ER+ | ER+ | ER+ | 251.633333 | LIVING | Living | 7 | 2 | 44.82 | l | 2.01800 | neg | pre | BREAST CONSERVING | high | LOSS | NaN | LumA | NO | NO | YES | IDC-TUB | MB-2721 | 1.0 | 9.00 | 1.0 | + | - | + | MB-2721 | 251.633333 | DiseaseFree | LumA | 0 |
| 957 | TNBC | TNBC | TNBC | 108.066667 | DECEASED | Died of Disease | 4ER- | 2 | 60.59 | l | 4.01600 | neg | post | BREAST CONSERVING | NaN | NEUT | NaN | claudin-low | NO | NO | NO | IDC | MB-2724 | 3.0 | 8.00 | 1.0 | - | - | - | MB-2724 | 108.066667 | Recurred/Progressed | Basal | 0 |
| 598 | ER+ | ER+ | ER+ | 236.933333 | LIVING | Living | 4ER+ | 2 | 44.88 | r | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-2725 | 1.0 | 15.00 | 2.0 | + | - | + | MB-2725 | 236.933333 | DiseaseFree | LumA | 3 |
| 599 | ER+ | ER+ | ER+ | 51.400000 | DECEASED | Died of Disease | 9 | 2 | 28.62 | l | 6.08000 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | NO | YES | IDC | MB-2728 | 3.0 | 40.00 | 3.0 | + | - | + | MB-2728 | 51.400000 | Recurred/Progressed | LumB | 11 |
| 600 | ER+ | ER+ | ER+ | 133.733333 | LIVING | Living | 1 | 2 | 61.99 | l | 6.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2730 | 3.0 | 35.00 | 3.0 | + | - | - | MB-2730 | 133.733333 | DiseaseFree | LumB | 4 |
| 961 | ER+ | ER+ | ER+ | 274.500000 | LIVING | Living | 6 | 2 | 49.94 | l | 5.02400 | neg | pre | BREAST CONSERVING | high | GAIN | HER2+ | LumB | YES | NO | YES | IDC | MB-2735 | 3.0 | 12.00 | 2.0 | + | - | - | MB-2735 | 274.500000 | DiseaseFree | LumB | 1 |
| 602 | HER2+ | HER2+ | ER-/HER2+ | 24.900000 | DECEASED | Died of Disease | 5 | 2 | 48.25 | l | 5.03000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-2742 | 3.0 | 15.00 | 2.0 | - | + | - | MB-2742 | 24.900000 | Recurred/Progressed | Her2 | 3 |
| 603 | ER+ | ER+ | ER+ | 275.633333 | LIVING | Living | 4ER+ | 2 | 45.57 | r | 3.06000 | pos | pre | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | ILC | MB-2744 | 2.0 | 30.00 | 1.0 | + | - | + | MB-2744 | 275.633333 | DiseaseFree | Normal | 0 |
| 604 | ER+ | ER+ | ER+ | 168.966667 | DECEASED | Died of Disease | 8 | 2 | 46.85 | r | 4.06000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC+ILC | MB-2745 | 2.0 | 30.00 | 2.0 | + | - | + | MB-2745 | 168.966667 | Recurred/Progressed | LumA | 1 |
| 965 | ER+ | ER+ | ER+ | 234.333333 | DECEASED | Died of Other Causes | 8 | 2 | 68.23 | r | 2.03800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2747 | 1.0 | 19.00 | 1.0 | + | - | + | MB-2747 | 234.333333 | DiseaseFree | LumA | 0 |
| 605 | ER+ | ER+ | ER+ | 97.766667 | DECEASED | Died of Other Causes | 3 | 2 | 60.13 | r | 2.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2749 | 1.0 | 13.00 | 1.0 | + | - | + | MB-2749 | 97.766667 | DiseaseFree | LumA | 0 |
| 606 | ER+ | ER+ | ER+ | 145.433333 | DECEASED | Died of Other Causes | 8 | 2 | 47.48 | r | 2.06000 | pos | pre | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC+ILC | MB-2750 | 1.0 | 30.00 | 1.0 | + | - | - | MB-2750 | 145.433333 | DiseaseFree | LumA | 0 |
| 607 | ER+ | ER+ | ER+ | 81.933333 | DECEASED | Died of Disease | 7 | 2 | 51.36 | r | 3.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-2752 | 2.0 | 35.00 | 1.0 | + | - | + | MB-2752 | 81.933333 | Recurred/Progressed | LumA | 0 |
| 608 | TNBC | TNBC | TNBC | 274.400000 | LIVING | Living | 10 | 2 | 30.95 | l | 5.07400 | neg | pre | BREAST CONSERVING | high | GAIN | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-2753 | 3.0 | 37.00 | 2.0 | - | - | - | MB-2753 | 274.400000 | DiseaseFree | Basal | 1 |
| 609 | TNBC | TNBC | TNBC | 203.533333 | DECEASED | Died of Disease | 3 | 2 | 66.11 | l | 3.07000 | neg | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-2754 | 2.0 | 35.00 | 1.0 | - | - | - | MB-2754 | 203.533333 | Recurred/Progressed | Normal | 0 |
| 610 | HER2+ | HER2+ | ER-/HER2+ | 35.000000 | DECEASED | Died of Disease | 4ER- | 2 | 38.16 | r | 6.09000 | neg | pre | MASTECTOMY | low | GAIN | HER2+ | claudin-low | YES | NO | NO | IDC | MB-2758 | 3.0 | 45.00 | 3.0 | - | + | - | MB-2758 | 35.000000 | Recurred/Progressed | Basal | 4 |
| 972 | ER+ | ER+ | ER+ | 118.033333 | DECEASED | Died of Disease | 7 | 2 | 63.10 | r | 4.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-2760 | 2.0 | 15.00 | 2.0 | + | - | + | MB-2760 | 118.033333 | Recurred/Progressed | LumB | 2 |
| 612 | ER+ | ER+ | ER+ | 275.600000 | LIVING | Living | 4ER+ | 2 | 70.32 | r | 3.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | MIXED NST AND A SPECIAL TYPE | MB-2763 | 2.0 | 26.00 | 1.0 | + | - | + | MB-2763 | 275.600000 | DiseaseFree | LumB | 0 |
| 613 | ER+ | ER+ | ER+ | 270.133333 | DECEASED | Died of Disease | 4ER+ | 2 | 57.48 | NaN | 4.03000 | pos | post | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-2764 | 2.0 | 15.00 | 2.0 | + | - | - | MB-2764 | 270.133333 | Recurred/Progressed | Normal | 1 |
| 614 | ER+ | ER+ | ER+ | 227.866667 | DECEASED | Died of Other Causes | 3 | 2 | 65.79 | l | 4.03400 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-2765 | 3.0 | 17.00 | 1.0 | + | - | + | MB-2765 | 227.866667 | DiseaseFree | LumB | 0 |
| 615 | ER+ | ER+ | ER+ | 271.333333 | LIVING | Living | 2 | 2 | 53.11 | l | 5.04200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2767 | 3.0 | 21.00 | 2.0 | + | - | + | MB-2767 | 271.333333 | DiseaseFree | LumB | 1 |
| 977 | ER+ | ER+ | ER+ | 160.000000 | LIVING | Living | 7 | 2 | 59.90 | l | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | ILC | MB-2769 | 2.0 | 15.00 | 1.0 | + | - | + | MB-2769 | 160.000000 | DiseaseFree | LumB | 0 |
| 616 | ER+ | ER+ | ER+ | 274.366667 | LIVING | Living | 8 | 2 | 60.32 | r | 5.09000 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-2770 | 2.0 | 45.00 | 3.0 | + | - | + | MB-2770 | 274.366667 | DiseaseFree | LumA | 5 |
| 617 | TNBC | TNBC | TNBC | 44.833333 | DECEASED | Died of Disease | 10 | 2 | 56.79 | l | 4.03200 | pos | post | BREAST CONSERVING | low | LOSS | NaN | Basal | NO | YES | YES | IDC | MB-2771 | 3.0 | 16.00 | 1.0 | - | - | - | MB-2771 | 44.833333 | Recurred/Progressed | Basal | 0 |
| 618 | ER+ | ER+ | ER+ | 150.733333 | DECEASED | Died of Other Causes | 6 | 2 | 54.40 | r | 4.03400 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2772 | 3.0 | 17.00 | 1.0 | + | - | + | MB-2772 | 150.733333 | DiseaseFree | LumB | 0 |
| 981 | ER+ | ER+ | ER+ | 131.666667 | DECEASED | Died of Other Causes | 7 | 2 | 66.06 | r | 5.07000 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-TUB | MB-2774 | 2.0 | 35.00 | 3.0 | + | - | + | MB-2774 | 131.666667 | DiseaseFree | LumB | 7 |
| 620 | ER+ | ER+ | ER+ | 181.233333 | DECEASED | Died of Disease | 3 | 2 | 62.76 | l | 4.03400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | NC | NO | YES | NO | IDC-TUB | MB-2778 | 2.0 | 17.00 | 2.0 | + | - | + | MB-2778 | 181.233333 | Recurred/Progressed | NC | 1 |
| 983 | ER+ | ER+ | ER+ | 275.233333 | LIVING | Living | 10 | 2 | 36.80 | l | 3.04000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | ILC | MB-2779 | 2.0 | 20.00 | 1.0 | + | - | + | MB-2779 | 275.233333 | DiseaseFree | LumA | 0 |
| 622 | ER+ | ER+ | ER+ | 40.433333 | DECEASED | Died of Other Causes | 1 | 2 | 64.32 | l | 4.06000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | ILC | MB-2781 | 2.0 | 30.00 | 2.0 | + | - | + | MB-2781 | 40.433333 | DiseaseFree | LumB | 1 |
| 623 | HER2+ | ER+ | ER+/HER2+ | 68.266667 | DECEASED | Died of Disease | 5 | 2 | 62.36 | l | 5.05600 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumA | NO | YES | YES | IDC | MB-2786 | 3.0 | 28.00 | 2.0 | + | + | - | MB-2786 | 68.266667 | Recurred/Progressed | LumA | 3 |
| 624 | ER+ | ER+ | ER+ | 116.933333 | LIVING | Living | 8 | 2 | 47.03 | l | 3.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2790 | 2.0 | 25.00 | 1.0 | + | - | + | MB-2790 | 116.933333 | DiseaseFree | LumA | 0 |
| 987 | ER+ | ER+ | ER+ | 271.933333 | LIVING | Living | 3 | 2 | 40.79 | l | 3.03400 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-2791 | 2.0 | 17.00 | 1.0 | + | - | + | MB-2791 | 271.933333 | DiseaseFree | LumA | 0 |
| 626 | ER+ | ER+ | ER+ | 110.766667 | DECEASED | Died of Disease | 9 | 2 | 50.38 | l | 4.07000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-2792 | 2.0 | 35.00 | 2.0 | + | - | + | MB-2792 | 110.766667 | Recurred/Progressed | Her2 | 1 |
| 989 | ER+ | ER+ | ER+ | 267.233333 | LIVING | Living | 8 | 2 | 67.62 | r | 3.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-2793 | 2.0 | 25.00 | 1.0 | + | - | + | MB-2793 | 267.233333 | DiseaseFree | LumB | 0 |
| 990 | ER+ | ER+ | ER+ | 272.100000 | LIVING | Living | 1 | 2 | 42.07 | r | 3.02400 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | NO | YES | IDC | MB-2795 | 2.0 | 12.00 | 1.0 | + | - | - | MB-2795 | 272.100000 | DiseaseFree | LumB | 0 |
| 991 | ER+ | ER+ | ER+ | 87.700000 | DECEASED | Died of Disease | 2 | 2 | 57.94 | NaN | 5.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | claudin-low | NO | YES | YES | IDC+ILC | MB-2796 | 3.0 | 20.00 | 2.0 | + | - | + | MB-2796 | 87.700000 | Recurred/Progressed | LumB | 1 |
| 992 | ER+ | ER+ | ER+ | 252.966667 | LIVING | Living | 6 | 2 | 50.07 | l | 2.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2797 | 1.0 | 15.00 | 1.0 | + | - | + | MB-2797 | 252.966667 | DiseaseFree | LumA | 0 |
| 993 | ER+ | ER+ | ER+ | 271.266667 | LIVING | Living | 2 | 2 | 70.35 | l | 4.02600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC-TUB | MB-2801 | 2.0 | 13.00 | 2.0 | + | - | + | MB-2801 | 271.266667 | DiseaseFree | LumA | 1 |
| 994 | ER+ | ER+ | ER+ | 85.866667 | DECEASED | Died of Disease | 8 | 2 | 63.01 | r | 3.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-2803 | 2.0 | 18.00 | 1.0 | + | - | - | MB-2803 | 85.866667 | Recurred/Progressed | LumB | 0 |
| 633 | ER+ | ER+ | ER+ | 231.033333 | DECEASED | Died of Other Causes | 3 | 2 | 65.25 | r | 3.02600 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-2814 | 2.0 | 13.00 | 1.0 | + | - | + | MB-2814 | 231.033333 | DiseaseFree | LumB | 0 |
| 996 | ER+ | ER+ | ER+ | 257.566667 | LIVING | Living | 3 | 2 | 64.25 | r | 2.04400 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | YES | IDC-TUB | MB-2815 | 1.0 | 22.00 | 1.0 | + | - | + | MB-2815 | 257.566667 | DiseaseFree | Normal | 0 |
| 997 | ER+ | ER+ | ER+ | 270.566667 | LIVING | Living | 7 | 2 | 61.95 | l | 2.03800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2819 | 1.0 | 19.00 | 1.0 | + | - | + | MB-2819 | 270.566667 | DiseaseFree | LumA | 0 |
| 998 | ER+ | ER+ | ER+ | 254.633333 | LIVING | Living | 3 | 2 | 40.06 | l | 4.03600 | pos | pre | BREAST CONSERVING | moderate | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-2820 | 3.0 | 18.00 | 1.0 | + | - | + | MB-2820 | 254.633333 | DiseaseFree | LumA | 0 |
| 999 | NaN | NaN | NaN | 136.066667 | DECEASED | Died of Other Causes | 4ER- | 2 | 57.39 | r | 1.03200 | neg | post | BREAST CONSERVING | moderate | NEUT | NaN | claudin-low | NO | NO | YES | IDC-MED | MB-2821 | NaN | 16.00 | 1.0 | - | - | + | MB-2821 | 136.066667 | DiseaseFree | Basal | 0 |
| 1000 | HER2+ | ER+ | ER+/HER2+ | 269.900000 | LIVING | Living | 4ER+ | 2 | 35.97 | r | 4.02200 | pos | pre | BREAST CONSERVING | NaN | GAIN | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-2823 | 3.0 | 11.00 | 1.0 | + | + | + | MB-2823 | 269.900000 | DiseaseFree | Normal | 0 |
| 1001 | TNBC | TNBC | TNBC | 235.666667 | LIVING | Living | 10 | 2 | 36.50 | r | 5.02200 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-2827 | 3.0 | 11.00 | 2.0 | - | - | - | MB-2827 | 235.666667 | DiseaseFree | Basal | 1 |
| 1002 | TNBC | TNBC | TNBC | 259.766667 | LIVING | Living | 10 | 2 | 42.90 | r | 5.04600 | neg | pre | MASTECTOMY | high | NEUT | NaN | claudin-low | YES | NO | YES | IDC | MB-2833 | 3.0 | 23.00 | 2.0 | - | - | - | MB-2833 | 259.766667 | DiseaseFree | Basal | 2 |
| 1003 | TNBC | TNBC | TNBC | 153.833333 | DECEASED | Died of Other Causes | 3 | 2 | 56.85 | l | 4.01800 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Her2 | NO | NO | YES | IDC | MB-2834 | 2.0 | 9.00 | 1.0 | - | - | - | MB-2834 | 153.833333 | DiseaseFree | Her2 | 1 |
| 642 | ER+ | ER+ | ER+ | 55.033333 | DECEASED | Died of Other Causes | 3 | 2 | 59.84 | r | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-2835 | 3.0 | 20.00 | 1.0 | + | - | + | MB-2835 | 55.033333 | DiseaseFree | LumA | 0 |
| 1005 | ER+ | ER+ | ER+ | 270.300000 | LIVING | Living | 8 | 2 | 67.12 | r | 3.05400 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC+ILC | MB-2838 | 2.0 | 27.00 | 1.0 | + | - | + | MB-2838 | 270.300000 | DiseaseFree | LumA | 0 |
| 1006 | ER+ | ER+ | ER+ | 269.000000 | LIVING | Living | 3 | 2 | 60.48 | l | 3.02800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-2840 | 2.0 | 14.00 | 1.0 | + | - | - | MB-2840 | 269.000000 | DiseaseFree | LumA | 0 |
| 645 | TNBC | TNBC | TNBC | 19.733333 | DECEASED | Died of Disease | 9 | 2 | 58.48 | r | 5.05400 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-2842 | 3.0 | 27.00 | 2.0 | - | - | - | MB-2842 | 19.733333 | Recurred/Progressed | Basal | 1 |
| 1008 | ER+ | ER+ | ER+ | 231.533333 | DECEASED | Died of Other Causes | 2 | 2 | 61.08 | r | 3.02600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-2843 | 2.0 | 13.00 | 1.0 | + | - | - | MB-2843 | 231.533333 | DiseaseFree | LumA | 0 |
| 1009 | ER+ | ER+ | ER+ | 146.733333 | LIVING | Living | 9 | 2 | 60.76 | r | 4.03800 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-2844 | 3.0 | 19.00 | 1.0 | + | - | - | MB-2844 | 146.733333 | DiseaseFree | LumB | 0 |
| 648 | ER+ | ER+ | ER+ | 264.766667 | LIVING | Living | 4ER+ | 2 | 55.80 | r | 3.02800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | NO | NO | ILC | MB-2845 | 2.0 | 14.00 | 1.0 | + | - | - | MB-2845 | 264.766667 | DiseaseFree | LumA | 0 |
| 1011 | ER+ | ER+ | ER+ | 149.700000 | DECEASED | Died of Disease | 4ER- | 2 | 58.85 | l | 3.01000 | neg | post | MASTECTOMY | NaN | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-2846 | 2.0 | 5.00 | 1.0 | + | - | - | MB-2846 | 149.700000 | Recurred/Progressed | Basal | 0 |
| 650 | HER2+ | HER2+ | ER-/HER2+ | 39.533333 | DECEASED | Died of Disease | 5 | 2 | 65.04 | l | 6.07000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-2847 | 3.0 | 35.00 | 3.0 | - | + | - | MB-2847 | 39.533333 | Recurred/Progressed | Her2 | 18 |
| 1013 | ER+ | ER+ | ER+ | 227.733333 | DECEASED | Died of Other Causes | 3 | 2 | 60.11 | r | 4.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-2848 | 2.0 | 15.00 | 2.0 | + | - | + | MB-2848 | 227.733333 | DiseaseFree | LumA | 1 |
| 1014 | TNBC | TNBC | TNBC | 43.200000 | DECEASED | Died of Disease | 9 | 2 | 60.65 | r | 4.05200 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-2849 | 3.0 | 26.00 | 1.0 | - | - | - | MB-2849 | 43.200000 | Recurred/Progressed | Basal | 0 |
| 1015 | TNBC | TNBC | TNBC | 9.433333 | DECEASED | Died of Disease | 10 | 2 | 31.48 | r | 6.06200 | neg | pre | MASTECTOMY | moderate | NEUT | NaN | claudin-low | YES | NO | YES | IDC | MB-2850 | 3.0 | 31.00 | 3.0 | - | - | - | MB-2850 | 9.433333 | Recurred/Progressed | Basal | 11 |
| 1016 | ER+ | ER+ | ER+ | 159.000000 | DECEASED | Died of Disease | 4ER+ | 2 | 58.69 | r | 4.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-2851 | 3.0 | 16.00 | 1.0 | + | - | + | MB-2851 | 159.000000 | Recurred/Progressed | LumA | 0 |
| 655 | ER+ | ER+ | ER+ | 269.633333 | LIVING | Living | 6 | 2 | 36.25 | r | 3.04600 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC-MUC | MB-2853 | 2.0 | 23.00 | 1.0 | + | - | - | MB-2853 | 269.633333 | DiseaseFree | LumB | 0 |
| 1018 | ER+ | ER+ | ER+ | 270.433333 | LIVING | Living | 7 | 2 | 61.53 | l | 3.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-2854 | 2.0 | 22.00 | 1.0 | + | - | - | MB-2854 | 270.433333 | DiseaseFree | LumA | 0 |
| 657 | TNBC | TNBC | TNBC | 250.666667 | LIVING | Living | 10 | 2 | 45.30 | l | 5.04400 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-2857 | 3.0 | 22.00 | 2.0 | - | - | - | MB-2857 | 250.666667 | DiseaseFree | Basal | 1 |
| 1020 | ER+ | ER+ | ER+ | 141.566667 | DECEASED | Died of Other Causes | 1 | 2 | 63.94 | r | 4.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | MIXED NST AND A SPECIAL TYPE | MB-2858 | 3.0 | 26.00 | 1.0 | + | - | + | MB-2858 | 141.566667 | DiseaseFree | LumB | 0 |
| 1021 | ER+ | ER+ | ER+ | 258.333333 | LIVING | Living | 4ER+ | 2 | 59.58 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | MIXED NST AND A SPECIAL TYPE | MB-2863 | 1.0 | 20.00 | 2.0 | + | - | - | MB-2863 | 258.333333 | DiseaseFree | LumA | 1 |
| 1022 | ER+ | ER+ | ER+ | 269.333333 | LIVING | Living | 4ER+ | 2 | 47.10 | r | 3.04000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-2867 | 1.0 | 20.00 | 2.0 | + | - | + | MB-2867 | 269.333333 | DiseaseFree | LumA | 2 |
| 661 | HER2+ | HER2+ | ER-/HER2+ | 196.566667 | DECEASED | Died of Disease | 5 | 2 | 66.84 | l | 4.03000 | neg | post | MASTECTOMY | low | GAIN | HER2+ | claudin-low | NO | YES | NO | IDC | MB-2895 | 3.0 | 15.00 | 1.0 | - | + | - | MB-2895 | 196.566667 | Recurred/Progressed | Basal | 0 |
| 662 | ER+ | ER+ | ER+ | 237.366667 | DECEASED | Died of Other Causes | 4ER+ | 2 | 68.18 | r | 3.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | NO | NO | IDC-TUB | MB-2896 | 2.0 | 13.00 | 1.0 | + | - | - | MB-2896 | 237.366667 | DiseaseFree | Normal | 0 |
| 663 | ER+ | ER+ | ER+ | 20.666667 | DECEASED | Died of Other Causes | 4ER+ | 2 | 59.29 | l | 5.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-2900 | 2.0 | 25.00 | 3.0 | + | - | + | MB-2900 | 20.666667 | DiseaseFree | Normal | 9 |
| 664 | ER+ | ER+ | ER+ | 218.300000 | DECEASED | Died of Disease | 8 | 2 | 49.83 | l | 3.05000 | pos | pre | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-2901 | 2.0 | 25.00 | 1.0 | + | - | + | MB-2901 | 218.300000 | Recurred/Progressed | LumB | 0 |
| 665 | TNBC | TNBC | TNBC | 125.600000 | DECEASED | Died of Disease | 10 | 2 | 34.83 | l | 5.05000 | neg | pre | MASTECTOMY | high | NEUT | NaN | claudin-low | YES | NO | YES | IDC | MB-2904 | 3.0 | 25.00 | 2.0 | - | - | - | MB-2904 | 125.600000 | Recurred/Progressed | Basal | 1 |
| 666 | TNBC | TNBC | TNBC | 267.400000 | LIVING | Living | 10 | 2 | 59.60 | r | 6.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-2912 | 3.0 | 20.00 | 3.0 | - | - | - | MB-2912 | 267.400000 | DiseaseFree | Basal | 5 |
| 667 | ER+ | ER+ | ER+ | 266.933333 | LIVING | Living | 3 | 2 | 48.93 | l | 2.03200 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-2916 | 1.0 | 16.00 | 1.0 | + | - | + | MB-2916 | 266.933333 | DiseaseFree | LumA | 0 |
| 668 | TNBC | TNBC | TNBC | 31.933333 | DECEASED | Died of Disease | 10 | 2 | 33.90 | l | 5.06000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-2917 | 3.0 | 30.00 | 2.0 | - | - | - | MB-2917 | 31.933333 | Recurred/Progressed | Basal | 2 |
| 669 | ER+ | ER+ | ER+ | 240.033333 | DECEASED | Died of Other Causes | 8 | 2 | 59.13 | l | 2.04000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | NO | IDC-MUC | MB-2919 | 1.0 | 20.00 | 1.0 | + | - | + | MB-2919 | 240.033333 | DiseaseFree | LumB | 0 |
| 670 | TNBC | TNBC | TNBC | 14.400000 | DECEASED | Died of Disease | 1 | 2 | 45.74 | r | 6.05000 | neg | pre | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | YES | NO | YES | IDC | MB-2922 | 3.0 | 25.00 | 3.0 | - | - | - | MB-2922 | 14.400000 | Recurred/Progressed | Her2 | 8 |
| 671 | HER2+ | HER2+ | ER-/HER2+ | 14.100000 | DECEASED | Died of Disease | 5 | 2 | 37.01 | r | 6.07400 | neg | pre | MASTECTOMY | NaN | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-2923 | 3.0 | 37.00 | 3.0 | - | + | - | MB-2923 | 14.100000 | Recurred/Progressed | Her2 | 5 |
| 672 | ER+ | ER+ | ER+ | 263.700000 | DECEASED | Died of Disease | 1 | 2 | 58.14 | l | 2.02600 | pos | post | BREAST CONSERVING | NaN | LOSS | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2927 | 1.0 | 13.00 | 1.0 | + | - | + | MB-2927 | 263.700000 | Recurred/Progressed | LumA | 0 |
| 673 | TNBC | TNBC | TNBC | 262.866667 | DECEASED | Died of Other Causes | 4ER- | 2 | 53.31 | l | 4.04000 | neg | post | MASTECTOMY | NaN | NEUT | ER-/HER2- | Her2 | YES | NO | YES | IDC | MB-2929 | 2.0 | 20.00 | 2.0 | - | - | - | MB-2929 | 262.866667 | DiseaseFree | Her2 | 1 |
| 674 | ER+ | ER+ | ER+ | 228.100000 | DECEASED | Died of Other Causes | 8 | 2 | 46.90 | l | 3.03400 | pos | pre | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | NO | IDC | MB-2931 | 2.0 | 17.00 | 1.0 | + | - | + | MB-2931 | 228.100000 | DiseaseFree | LumB | 0 |
| 675 | ER+ | ER+ | ER+ | 108.433333 | LIVING | Living | 2 | 2 | 63.10 | r | 4.03600 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2932 | 3.0 | 18.00 | 1.0 | + | - | + | MB-2932 | 108.433333 | DiseaseFree | LumB | 0 |
| 676 | ER+ | ER+ | ER+ | 161.933333 | DECEASED | Died of Other Causes | 3 | 2 | 44.08 | l | 2.03000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2933 | 1.0 | 15.00 | 1.0 | + | - | + | MB-2933 | 161.933333 | DiseaseFree | LumA | 0 |
| 677 | HER2+ | ER+ | ER+/HER2+ | 101.266667 | DECEASED | Died of Other Causes | 5 | 2 | 70.19 | r | 5.03400 | pos | post | MASTECTOMY | NaN | GAIN | NaN | LumB | NO | YES | NO | IDC | MB-2939 | 3.0 | 17.00 | 2.0 | + | + | + | MB-2939 | 101.266667 | DiseaseFree | LumB | 1 |
| 678 | ER+ | ER+ | ER+ | 27.200000 | DECEASED | Died of Disease | 8 | 2 | 66.97 | NaN | 4.05400 | neg | post | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-2944 | 3.0 | 27.00 | 1.0 | + | - | + | MB-2944 | 27.200000 | Recurred/Progressed | LumA | 0 |
| 679 | ER+ | ER+ | ER+ | 112.000000 | LIVING | Living | 4ER+ | 2 | 36.47 | r | 3.03000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-2947 | 2.0 | 15.00 | 1.0 | + | - | + | MB-2947 | 112.000000 | DiseaseFree | LumA | 0 |
| 680 | ER+ | ER+ | ER+ | 263.366667 | LIVING | Living | 1 | 2 | 39.07 | r | 3.03000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-2951 | 2.0 | 15.00 | 1.0 | + | - | + | MB-2951 | 263.366667 | DiseaseFree | LumA | 0 |
| 1043 | ER+ | ER+ | ER+ | 189.100000 | DECEASED | Died of Other Causes | 8 | 2 | 52.67 | l | 2.02400 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | NO | YES | IDC-TUB | MB-2952 | 1.0 | 12.00 | 1.0 | + | - | + | MB-2952 | 189.100000 | DiseaseFree | LumA | 0 |
| 682 | ER+ | ER+ | ER+ | 30.133333 | DECEASED | Died of Disease | 10 | 2 | 43.08 | r | 3.03600 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-2953 | 2.0 | 18.00 | 1.0 | + | - | + | MB-2953 | 30.133333 | Recurred/Progressed | LumB | 0 |
| 683 | ER+ | ER+ | ER+ | 5.500000 | DECEASED | Died of Disease | 8 | 2 | 69.79 | l | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-2954 | 2.0 | 30.00 | 2.0 | + | - | + | MB-2954 | 5.500000 | Recurred/Progressed | LumB | 3 |
| 684 | TNBC | TNBC | TNBC | 262.133333 | LIVING | Living | 10 | 2 | 31.02 | l | 5.06000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-2957 | 3.0 | 30.00 | 2.0 | - | - | - | MB-2957 | 262.133333 | DiseaseFree | Basal | 2 |
| 685 | ER+ | ER+ | ER+ | 222.200000 | DECEASED | Died of Other Causes | 6 | 2 | 69.67 | l | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-2960 | 3.0 | 25.00 | 1.0 | + | - | - | MB-2960 | 222.200000 | DiseaseFree | LumA | 0 |
| 1048 | TNBC | TNBC | TNBC | 227.833333 | DECEASED | Died of Disease | 4ER+ | 2 | 53.99 | l | 5.02000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC-TUB | MB-2963 | 2.0 | 10.00 | 3.0 | - | - | - | MB-2963 | 227.833333 | Recurred/Progressed | Her2 | 4 |
| 687 | ER+ | ER+ | ER+ | 9.600000 | DECEASED | Died of Disease | 5 | 2 | 69.48 | r | 6.06000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-2964 | 3.0 | 30.00 | 3.0 | + | - | - | MB-2964 | 9.600000 | Recurred/Progressed | Her2 | 7 |
| 688 | ER+ | ER+ | ER+ | 265.000000 | LIVING | Living | 8 | 2 | 50.30 | l | 5.03600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-2966 | 3.0 | 18.00 | 2.0 | + | - | + | MB-2966 | 265.000000 | DiseaseFree | LumA | 2 |
| 689 | ER+ | ER+ | ER+ | 172.900000 | DECEASED | Died of Other Causes | 3 | 2 | 66.86 | r | 3.02600 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-2969 | 2.0 | 13.00 | 1.0 | + | - | + | MB-2969 | 172.900000 | DiseaseFree | LumA | 0 |
| 690 | ER+ | ER+ | ER+ | 252.866667 | DECEASED | Died of Disease | 4ER+ | 2 | 46.49 | l | 4.05000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-2970 | 2.0 | 25.00 | 2.0 | + | - | + | MB-2970 | 252.866667 | Recurred/Progressed | LumA | 2 |
| 691 | ER+ | ER+ | ER+ | 264.233333 | LIVING | Living | 3 | 2 | 69.60 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-2971 | 2.0 | 15.00 | 2.0 | + | - | + | MB-2971 | 264.233333 | DiseaseFree | LumA | 2 |
| 692 | ER+ | ER+ | ER+ | 110.600000 | DECEASED | Died of Other Causes | 7 | 2 | 40.02 | r | 2.03000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2977 | 1.0 | 15.00 | 1.0 | + | - | + | MB-2977 | 110.600000 | DiseaseFree | LumA | 0 |
| 693 | HER2+ | ER+ | ER+/HER2+ | 180.833333 | DECEASED | Died of Other Causes | 5 | 2 | 56.26 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | NO | YES | YES | IDC-TUB | MB-2983 | 2.0 | 15.00 | 2.0 | + | + | + | MB-2983 | 180.833333 | DiseaseFree | LumB | 1 |
| 694 | HER2+ | ER+ | ER+/HER2+ | 261.200000 | LIVING | Living | 9 | 2 | 64.04 | l | 4.04000 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-2984 | 3.0 | 20.00 | 1.0 | + | + | - | MB-2984 | 261.200000 | DiseaseFree | LumB | 0 |
| 695 | ER+ | ER+ | ER+ | 260.000000 | LIVING | Living | 8 | 2 | 48.47 | r | 2.03000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-2990 | 1.0 | 15.00 | 1.0 | + | - | + | MB-2990 | 260.000000 | DiseaseFree | LumA | 0 |
| 696 | TNBC | TNBC | TNBC | 187.033333 | LIVING | Living | 10 | 2 | 63.65 | r | 4.04000 | neg | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-2993 | 3.0 | 20.00 | 1.0 | - | - | - | MB-2993 | 187.033333 | DiseaseFree | Basal | 0 |
| 697 | HER2+ | ER+ | ER+/HER2+ | 254.500000 | LIVING | Living | 5 | 2 | 46.70 | l | 5.03600 | pos | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | LumA | NO | YES | YES | IDC | MB-2994 | 3.0 | 18.00 | 2.0 | + | + | + | MB-2994 | 254.500000 | DiseaseFree | LumA | 1 |
| 698 | ER+ | ER+ | ER+ | 191.233333 | LIVING | Living | 7 | 2 | 58.10 | l | 4.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-2996 | 3.0 | 16.00 | 1.0 | + | - | + | MB-2996 | 191.233333 | DiseaseFree | LumA | 0 |
| 699 | ER+ | ER+ | ER+ | 262.000000 | LIVING | Living | 7 | 2 | 61.42 | r | 4.02400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-2999 | 3.0 | 12.00 | 1.0 | + | - | - | MB-2999 | 262.000000 | DiseaseFree | LumA | 0 |
| 700 | TNBC | TNBC | TNBC | 263.233333 | LIVING | Living | 10 | 2 | 50.45 | l | 5.02400 | neg | post | MASTECTOMY | high | LOSS | NaN | claudin-low | YES | NO | YES | IDC | MB-3001 | 3.0 | 12.00 | 2.0 | - | - | - | MB-3001 | 263.233333 | DiseaseFree | Basal | 1 |
| 701 | ER+ | ER+ | ER+ | 140.566667 | DECEASED | Died of Other Causes | 3 | 2 | 62.32 | r | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | ILC | MB-3002 | 2.0 | 30.00 | 2.0 | + | - | - | MB-3002 | 140.566667 | DiseaseFree | LumA | 1 |
| 702 | ER+ | ER+ | ER+ | 253.066667 | LIVING | Living | 8 | 2 | 45.75 | l | 3.04600 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-3005 | 2.0 | 23.00 | 1.0 | + | - | + | MB-3005 | 253.066667 | DiseaseFree | LumA | 0 |
| 703 | ER+ | ER+ | ER+ | 15.700000 | DECEASED | Died of Disease | 4ER+ | 2 | 60.09 | l | 5.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-3006 | 2.0 | 20.00 | 3.0 | + | - | - | MB-3006 | 15.700000 | Recurred/Progressed | Normal | 6 |
| 704 | ER+ | ER+ | ER+ | 114.900000 | DECEASED | Died of Disease | 2 | 2 | 48.48 | l | 3.02400 | pos | pre | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-3007 | 2.0 | 12.00 | 1.0 | + | - | + | MB-3007 | 114.900000 | Recurred/Progressed | LumB | 0 |
| 705 | ER+ | ER+ | ER+ | 149.600000 | LIVING | Living | 8 | 2 | 51.94 | l | 2.02400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC+ILC | MB-3008 | 1.0 | 12.00 | 1.0 | + | - | + | MB-3008 | 149.600000 | DiseaseFree | LumA | 0 |
| 706 | ER+ | ER+ | ER+ | 238.366667 | LIVING | Living | 4ER+ | 2 | 50.37 | l | 3.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC-TUB | MB-3013 | 1.0 | 23.00 | 2.0 | + | - | - | MB-3013 | 238.366667 | DiseaseFree | LumA | 1 |
| 707 | TNBC | TNBC | TNBC | 262.633333 | LIVING | Living | 1 | 2 | 39.70 | l | 5.03000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3014 | 3.0 | 15.00 | 2.0 | - | - | - | MB-3014 | 262.633333 | DiseaseFree | Basal | 1 |
| 708 | ER+ | ER+ | ER+ | 258.866667 | LIVING | Living | 2 | 2 | 56.83 | r | 4.02000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-3016 | 3.0 | 10.00 | 1.0 | + | - | + | MB-3016 | 258.866667 | DiseaseFree | LumB | 0 |
| 709 | ER+ | ER+ | ER+ | 217.566667 | DECEASED | Died of Other Causes | 8 | 2 | 63.08 | r | 5.04400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-3021 | 3.0 | 22.00 | 1.0 | + | - | + | MB-3021 | 217.566667 | DiseaseFree | LumA | 1 |
| 710 | HER2+ | HER2+ | ER-/HER2+ | 256.000000 | LIVING | Living | 5 | 2 | 37.89 | l | 5.02600 | neg | pre | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3025 | 3.0 | 13.00 | 2.0 | - | + | - | MB-3025 | 256.000000 | DiseaseFree | Her2 | 1 |
| 711 | ER+ | ER+ | ER+ | 261.200000 | LIVING | Living | 6 | 2 | 49.92 | r | 4.04400 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-3026 | 3.0 | 22.00 | 2.0 | + | - | - | MB-3026 | 261.200000 | DiseaseFree | LumA | 0 |
| 712 | HER2+ | ER+ | ER+/HER2+ | 42.566667 | DECEASED | Died of Disease | 9 | 2 | 60.93 | NaN | 4.03400 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3028 | 3.0 | 17.00 | 1.0 | + | + | - | MB-3028 | 42.566667 | Recurred/Progressed | LumB | 0 |
| 713 | HER2+ | ER+ | ER+/HER2+ | 35.633333 | DECEASED | Died of Disease | 5 | 2 | 46.76 | r | 5.04200 | neg | pre | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | YES | NO | YES | IDC-MED | MB-3031 | 3.0 | 21.00 | 2.0 | + | + | - | MB-3031 | 35.633333 | Recurred/Progressed | Her2 | 2 |
| 714 | ER+ | ER+ | ER+ | 250.133333 | LIVING | Living | 3 | 2 | 50.01 | r | 2.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-3032 | 1.0 | 15.00 | 1.0 | + | - | + | MB-3032 | 250.133333 | DiseaseFree | LumA | 0 |
| 715 | ER+ | ER+ | ER+ | 70.400000 | DECEASED | Died of Disease | 3 | 2 | 69.07 | r | 3.03800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-3033 | 2.0 | 19.00 | 1.0 | + | - | + | MB-3033 | 70.400000 | Recurred/Progressed | LumA | 0 |
| 716 | ER+ | ER+ | ER+ | 260.733333 | LIVING | Living | 7 | 2 | 54.64 | r | 3.04400 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3035 | 2.0 | 22.00 | 1.0 | + | - | - | MB-3035 | 260.733333 | DiseaseFree | LumA | 0 |
| 717 | ER+ | ER+ | ER+ | 98.833333 | LIVING | Living | 3 | 2 | 53.19 | l | 3.02600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-3037 | 2.0 | 13.00 | 1.0 | + | - | + | MB-3037 | 98.833333 | DiseaseFree | LumA | 0 |
| 718 | TNBC | TNBC | TNBC | 73.833333 | DECEASED | Died of Other Causes | 10 | 2 | 67.20 | l | 4.07000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-3046 | 3.0 | 35.00 | 1.0 | - | - | - | MB-3046 | 73.833333 | DiseaseFree | Basal | 0 |
| 719 | ER+ | ER+ | ER+ | 259.966667 | LIVING | Living | 7 | 2 | 57.17 | r | 3.03200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | ILC | MB-3049 | 2.0 | 16.00 | 1.0 | + | - | + | MB-3049 | 259.966667 | DiseaseFree | LumA | 0 |
| 720 | ER+ | ER+ | ER+ | 255.100000 | DECEASED | Died of Other Causes | 2 | 2 | 59.53 | r | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-3050 | 3.0 | 30.00 | 1.0 | + | - | - | MB-3050 | 255.100000 | DiseaseFree | LumB | 0 |
| 721 | TNBC | TNBC | TNBC | 32.033333 | DECEASED | Died of Disease | 10 | 2 | 55.30 | r | 5.08600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3057 | 3.0 | 43.00 | 2.0 | - | - | - | MB-3057 | 32.033333 | Recurred/Progressed | Basal | 1 |
| 722 | TNBC | TNBC | TNBC | 254.266667 | LIVING | Living | 4ER- | 2 | 47.74 | r | 5.08000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3058 | 3.0 | 40.00 | 2.0 | - | - | - | MB-3058 | 254.266667 | DiseaseFree | Basal | 2 |
| 723 | ER+ | ER+ | ER+ | 44.600000 | DECEASED | Died of Disease | 6 | 2 | 65.69 | r | 5.07200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3060 | 3.0 | 36.00 | 2.0 | + | - | - | MB-3060 | 44.600000 | Recurred/Progressed | LumB | 1 |
| 724 | TNBC | TNBC | TNBC | 146.366667 | LIVING | Living | 10 | 2 | 62.87 | l | 4.03400 | neg | post | BREAST CONSERVING | NaN | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-3062 | 3.0 | 17.00 | 1.0 | - | - | - | MB-3062 | 146.366667 | DiseaseFree | Basal | 0 |
| 725 | TNBC | TNBC | TNBC | 28.566667 | DECEASED | Died of Disease | 10 | 2 | 43.51 | r | 6.04000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3063 | 3.0 | 20.00 | 3.0 | - | - | - | MB-3063 | 28.566667 | Recurred/Progressed | Basal | 6 |
| 726 | ER+ | ER+ | ER+ | 165.166667 | DECEASED | Died of Disease | 4ER+ | 2 | 46.70 | l | 2.04000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-3064 | 1.0 | 20.00 | 1.0 | + | - | + | MB-3064 | 165.166667 | Recurred/Progressed | LumA | 0 |
| 727 | TNBC | TNBC | TNBC | 259.533333 | LIVING | Living | 9 | 2 | 60.29 | r | 5.03600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC-MED | MB-3067 | 3.0 | 18.00 | 2.0 | - | - | - | MB-3067 | 259.533333 | DiseaseFree | Basal | 2 |
| 728 | ER+ | ER+ | ER+ | 149.600000 | LIVING | Living | 8 | 2 | 50.54 | r | 3.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-3079 | 2.0 | 15.00 | 1.0 | + | - | + | MB-3079 | 149.600000 | DiseaseFree | LumA | 0 |
| 1091 | ER+ | ER+ | ER+ | 81.100000 | DECEASED | Died of Disease | 1 | 2 | 68.50 | r | 5.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3083 | 3.0 | 30.00 | 2.0 | + | - | + | MB-3083 | 81.100000 | Recurred/Progressed | LumB | 2 |
| 730 | ER+ | ER+ | ER+ | 210.966667 | DECEASED | Died of Disease | 4ER+ | 2 | 43.68 | r | 3.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | YES | ILC | MB-3085 | 2.0 | 25.00 | 1.0 | + | - | + | MB-3085 | 210.966667 | Recurred/Progressed | Normal | 0 |
| 1093 | ER+ | ER+ | ER+ | 256.500000 | LIVING | Living | 7 | 2 | 65.58 | l | 3.03800 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-3088 | 2.0 | 19.00 | 1.0 | + | - | + | MB-3088 | 256.500000 | DiseaseFree | LumA | 0 |
| 731 | ER+ | ER+ | ER+ | 152.333333 | DECEASED | Died of Other Causes | 8 | 2 | 56.73 | l | 5.07600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC+ILC | MB-3092 | 3.0 | 38.00 | 2.0 | + | - | + | MB-3092 | 152.333333 | DiseaseFree | LumB | 2 |
| 732 | ER+ | ER+ | ER+ | 258.333333 | LIVING | Living | 9 | 2 | 60.34 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-3102 | 2.0 | 20.00 | 2.0 | + | - | + | MB-3102 | 258.333333 | DiseaseFree | LumA | 2 |
| 733 | HER2+ | ER+ | ER+/HER2+ | 28.733333 | DECEASED | Died of Disease | 5 | 2 | 58.55 | l | 4.03000 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-3103 | 3.0 | 15.00 | 1.0 | + | + | - | MB-3103 | 28.733333 | Recurred/Progressed | LumB | 0 |
| 734 | HER2+ | ER+ | ER+/HER2+ | 75.366667 | DECEASED | Died of Disease | 5 | 2 | 28.96 | r | 3.04000 | pos | pre | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-3104 | 2.0 | 20.00 | 1.0 | + | + | - | MB-3104 | 75.366667 | Recurred/Progressed | LumA | 0 |
| 735 | ER+ | ER+ | ER+ | 252.333333 | LIVING | Living | 3 | 2 | 48.34 | l | 3.05400 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-3105 | 1.0 | 27.00 | 2.0 | + | - | + | MB-3105 | 252.333333 | DiseaseFree | LumA | 2 |
| 736 | ER+ | ER+ | ER+ | 100.733333 | LIVING | Living | 3 | 2 | 61.07 | r | 4.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-3110 | 2.0 | 16.00 | 2.0 | + | - | - | MB-3110 | 100.733333 | DiseaseFree | LumA | 2 |
| 737 | ER+ | ER+ | ER+ | 131.333333 | DECEASED | Died of Other Causes | 3 | 2 | 63.06 | l | 2.02400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-3121 | 1.0 | 12.00 | 1.0 | + | - | + | MB-3121 | 131.333333 | DiseaseFree | LumA | 0 |
| 738 | ER+ | ER+ | ER+ | 257.766667 | LIVING | Living | 9 | 2 | 62.39 | r | 4.03400 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-3122 | 3.0 | 17.00 | 1.0 | + | - | - | MB-3122 | 257.766667 | DiseaseFree | Her2 | 0 |
| 739 | TNBC | TNBC | TNBC | 167.433333 | LIVING | Living | 9 | 2 | 50.26 | r | 6.04400 | neg | post | MASTECTOMY | moderate | GAIN | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3123 | 3.0 | 22.00 | 3.0 | - | - | - | MB-3123 | 167.433333 | DiseaseFree | Basal | 4 |
| 740 | TNBC | TNBC | TNBC | 227.933333 | LIVING | Living | 10 | 2 | 42.17 | r | 5.03200 | neg | pre | MASTECTOMY | NaN | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3153 | 3.0 | 16.00 | 2.0 | - | - | - | MB-3153 | 227.933333 | DiseaseFree | Basal | 1 |
| 741 | ER+ | ER+ | ER+ | 221.233333 | LIVING | Living | 1 | 2 | 59.78 | l | 5.05600 | neg | post | BREAST CONSERVING | moderate | LOSS | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3165 | 3.0 | 28.00 | 2.0 | + | - | - | MB-3165 | 221.233333 | DiseaseFree | Basal | 1 |
| 742 | ER+ | ER+ | ER+ | 136.933333 | LIVING | Living | 8 | 2 | 66.76 | l | 4.03200 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-3167 | 2.0 | 16.00 | 1.0 | + | - | + | MB-3167 | 136.933333 | DiseaseFree | LumA | 1 |
| 743 | ER+ | ER+ | ER+ | 219.666667 | DECEASED | Died of Disease | 7 | 2 | 54.95 | l | 3.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-3171 | 2.0 | 13.00 | 1.0 | + | - | + | MB-3171 | 219.666667 | Recurred/Progressed | LumA | 0 |
| 744 | ER+ | ER+ | ER+ | 178.166667 | DECEASED | Died of Disease | 2 | 2 | 43.60 | l | 4.02800 | pos | pre | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | YES | IDC-TUB | MB-3181 | 3.0 | 14.00 | 1.0 | + | - | + | MB-3181 | 178.166667 | Recurred/Progressed | LumB | 0 |
| 745 | TNBC | TNBC | TNBC | 145.500000 | LIVING | Living | 10 | 2 | 58.31 | r | 4.02600 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-3211 | 3.0 | 13.00 | 1.0 | - | - | - | MB-3211 | 145.500000 | DiseaseFree | Basal | 0 |
| 746 | TNBC | TNBC | TNBC | 248.766667 | LIVING | Living | 10 | 2 | 44.94 | l | 5.03400 | neg | pre | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-3218 | 3.0 | 17.00 | 2.0 | - | - | - | MB-3218 | 248.766667 | DiseaseFree | Basal | 1 |
| 747 | ER+ | ER+ | ER+ | 23.933333 | DECEASED | Died of Other Causes | 7 | 2 | 63.03 | r | 2.03400 | neg | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-3222 | 1.0 | 17.00 | 1.0 | + | - | + | MB-3222 | 23.933333 | DiseaseFree | LumA | 0 |
| 748 | ER+ | ER+ | ER+ | 252.000000 | LIVING | Living | 4ER+ | 2 | 58.31 | l | 3.03400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-3228 | 2.0 | 17.00 | 1.0 | + | - | + | MB-3228 | 252.000000 | DiseaseFree | LumA | 0 |
| 749 | HER2+ | ER+ | ER+/HER2+ | 236.133333 | LIVING | Living | 5 | 2 | 50.66 | r | 4.03400 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3235 | 3.0 | 17.00 | 1.0 | + | + | + | MB-3235 | 236.133333 | DiseaseFree | LumB | 0 |
| 750 | ER+ | ER+ | ER+ | 99.700000 | LIVING | Living | 3 | 2 | 41.40 | l | 2.04000 | pos | pre | BREAST CONSERVING | NaN | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-MUC | MB-3252 | 1.0 | 20.00 | 1.0 | + | - | + | MB-3252 | 99.700000 | DiseaseFree | LumA | 0 |
| 751 | ER+ | ER+ | ER+ | 55.833333 | DECEASED | Died of Disease | 9 | 2 | 56.81 | l | 5.05200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3253 | 3.0 | 26.00 | 2.0 | + | - | + | MB-3253 | 55.833333 | Recurred/Progressed | LumB | 3 |
| 752 | ER+ | ER+ | ER+ | 123.900000 | LIVING | Living | 3 | 2 | 50.21 | l | 2.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-3254 | 1.0 | 18.00 | 1.0 | + | - | + | MB-3254 | 123.900000 | DiseaseFree | LumA | 0 |
| 753 | ER+ | ER+ | ER+ | 51.200000 | DECEASED | Died of Disease | 1 | 2 | 52.91 | r | 5.03400 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3266 | 3.0 | 17.00 | 2.0 | + | - | + | MB-3266 | 51.200000 | Recurred/Progressed | LumB | 1 |
| 754 | TNBC | TNBC | TNBC | 65.466667 | DECEASED | Died of Other Causes | 10 | 2 | 59.43 | l | 4.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-3271 | 3.0 | 20.00 | 1.0 | - | - | - | MB-3271 | 65.466667 | DiseaseFree | Basal | 0 |
| 755 | HER2+ | ER+ | ER+/HER2+ | 22.666667 | DECEASED | Died of Disease | 5 | 2 | 63.53 | r | 6.04000 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-3272 | 3.0 | 20.00 | 3.0 | + | + | + | MB-3272 | 22.666667 | Recurred/Progressed | LumB | 6 |
| 756 | ER+ | ER+ | ER+ | 41.533333 | DECEASED | Died of Disease | 1 | 2 | 45.00 | l | 4.05600 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-3275 | 3.0 | 28.00 | 1.0 | + | - | + | MB-3275 | 41.533333 | Recurred/Progressed | LumB | 0 |
| 757 | TNBC | TNBC | TNBC | 32.933333 | DECEASED | Died of Disease | 1 | 2 | 29.92 | l | 5.06000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3277 | 3.0 | 30.00 | 2.0 | - | - | - | MB-3277 | 32.933333 | Recurred/Progressed | Basal | 3 |
| 758 | TNBC | TNBC | TNBC | 217.766667 | LIVING | Living | 10 | 2 | 60.04 | l | 4.03600 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC-MED | MB-3292 | 3.0 | 18.00 | 1.0 | - | - | - | MB-3292 | 217.766667 | DiseaseFree | Basal | 0 |
| 759 | ER+ | ER+ | ER+ | 158.533333 | DECEASED | Died of Other Causes | 4ER+ | 2 | 60.42 | l | 4.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-3295 | 3.0 | 25.00 | 1.0 | + | - | + | MB-3295 | 158.533333 | DiseaseFree | Normal | 0 |
| 760 | TNBC | TNBC | TNBC | 236.066667 | LIVING | Living | 10 | 2 | 42.72 | l | 5.05000 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3297 | 3.0 | 25.00 | 2.0 | - | - | - | MB-3297 | 236.066667 | DiseaseFree | Basal | 1 |
| 1124 | ER+ | ER+ | ER+ | 242.566667 | LIVING | Living | 3 | 2 | 48.75 | r | 3.03000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-3298 | 2.0 | 15.00 | 1.0 | + | - | + | MB-3298 | 242.566667 | DiseaseFree | LumA | 0 |
| 761 | ER+ | ER+ | ER+ | 247.000000 | LIVING | Living | 7 | 2 | 64.99 | l | 3.03800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-3300 | 2.0 | 19.00 | 1.0 | + | - | - | MB-3300 | 247.000000 | DiseaseFree | LumB | 0 |
| 762 | ER+ | ER+ | ER+ | 248.766667 | LIVING | Living | 8 | 2 | 49.50 | l | 3.06400 | pos | pre | MASTECTOMY | NaN | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-TUB | MB-3301 | 2.0 | 32.00 | 1.0 | + | - | + | MB-3301 | 248.766667 | DiseaseFree | LumB | 0 |
| 763 | ER+ | ER+ | ER+ | 243.900000 | LIVING | Living | 4ER+ | 2 | 63.96 | r | 5.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | OTHER | MB-3303 | 3.0 | 20.00 | 2.0 | + | - | + | MB-3303 | 243.900000 | DiseaseFree | LumB | 1 |
| 764 | ER+ | ER+ | ER+ | 191.133333 | DECEASED | Died of Other Causes | 7 | 2 | 69.65 | r | 4.07000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-TUB | MB-3328 | 2.0 | 35.00 | 2.0 | + | - | - | MB-3328 | 191.133333 | DiseaseFree | LumA | 1 |
| 765 | HER2+ | HER2+ | ER-/HER2+ | 37.966667 | DECEASED | Died of Disease | 5 | 2 | 56.03 | r | 4.04000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-3329 | 3.0 | 20.00 | 1.0 | - | + | - | MB-3329 | 37.966667 | Recurred/Progressed | Her2 | 0 |
| 766 | ER+ | ER+ | ER+ | 148.766667 | DECEASED | Died of Disease | 8 | 2 | 62.96 | l | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-3341 | 2.0 | 30.00 | 1.0 | + | - | + | MB-3341 | 148.766667 | Recurred/Progressed | LumA | 0 |
| 767 | ER+ | ER+ | ER+ | 241.266667 | LIVING | Living | 3 | 2 | 33.76 | r | 3.04600 | pos | pre | BREAST CONSERVING | moderate | LOSS | NaN | LumA | NO | NO | YES | IDC | MB-3344 | 2.0 | 23.00 | 1.0 | + | - | + | MB-3344 | 241.266667 | DiseaseFree | LumA | 0 |
| 768 | ER+ | ER+ | ER+ | 227.800000 | DECEASED | Died of Other Causes | 3 | 2 | 62.62 | l | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-3350 | 2.0 | 30.00 | 1.0 | + | - | + | MB-3350 | 227.800000 | DiseaseFree | LumB | 0 |
| 769 | ER+ | ER+ | ER+ | 241.866667 | LIVING | Living | 3 | 2 | 39.40 | r | 3.03400 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-3351 | 2.0 | 17.00 | 1.0 | + | - | + | MB-3351 | 241.866667 | DiseaseFree | LumA | 0 |
| 770 | HER2+ | HER2+ | ER-/HER2+ | 109.000000 | LIVING | Living | 5 | 2 | 48.53 | r | 6.05400 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3355 | 3.0 | 27.00 | 3.0 | - | + | - | MB-3355 | 109.000000 | DiseaseFree | Her2 | 4 |
| 771 | ER+ | ER+ | ER+ | 38.033333 | DECEASED | Died of Disease | 9 | 2 | 47.75 | l | 4.05000 | pos | pre | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3357 | 3.0 | 25.00 | 1.0 | + | - | + | MB-3357 | 38.033333 | Recurred/Progressed | LumB | 0 |
| 772 | HER2+ | ER+ | ER+/HER2+ | 26.766667 | DECEASED | Died of Disease | 5 | 2 | 48.48 | r | 4.05600 | pos | pre | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-3360 | 3.0 | 28.00 | 1.0 | + | + | + | MB-3360 | 26.766667 | Recurred/Progressed | LumB | 0 |
| 773 | HER2+ | ER+ | ER+/HER2+ | 68.200000 | DECEASED | Died of Disease | 5 | 2 | 57.31 | r | 4.03200 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-3361 | 3.0 | 16.00 | 1.0 | + | + | - | MB-3361 | 68.200000 | Recurred/Progressed | LumB | 0 |
| 431 | ER+ | ER+ | ER+ | 10.866667 | DECEASED | Died of Disease | 10 | 2 | 56.42 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-3363 | 3.0 | 20.00 | 1.0 | + | - | - | MB-3363 | 10.866667 | Recurred/Progressed | Basal | 0 |
| 432 | ER+ | ER+ | ER+ | 241.600000 | LIVING | Living | 7 | 2 | 51.18 | r | 4.05400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3365 | 2.0 | 27.00 | 2.0 | + | - | + | MB-3365 | 241.600000 | DiseaseFree | LumA | 1 |
| 433 | ER+ | ER+ | ER+ | 179.433333 | LIVING | Living | 10 | 2 | 65.62 | l | 4.04600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC-MED | MB-3367 | 3.0 | 23.00 | 1.0 | + | - | - | MB-3367 | 179.433333 | DiseaseFree | Basal | 0 |
| 777 | ER+ | ER+ | ER+ | 241.266667 | LIVING | Living | 8 | 2 | 66.15 | l | 3.03200 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-3371 | 2.0 | 16.00 | 1.0 | + | - | - | MB-3371 | 241.266667 | DiseaseFree | LumB | 0 |
| 434 | ER+ | ER+ | ER+ | 87.533333 | DECEASED | Died of Other Causes | 4ER+ | 2 | 65.50 | r | 3.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-3378 | 2.0 | 18.00 | 1.0 | + | - | + | MB-3378 | 87.533333 | DiseaseFree | LumA | 0 |
| 435 | HER2+ | ER+ | ER+/HER2+ | 113.833333 | DECEASED | Died of Other Causes | 5 | 2 | 60.99 | r | 4.04000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumA | NO | YES | YES | IDC+ILC | MB-3379 | 3.0 | 20.00 | 1.0 | + | + | + | MB-3379 | 113.833333 | DiseaseFree | LumA | 0 |
| 436 | ER+ | ER+ | ER+ | 236.633333 | LIVING | Living | 7 | 2 | 53.36 | r | 5.04000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3381 | 3.0 | 20.00 | 2.0 | + | - | + | MB-3381 | 236.633333 | DiseaseFree | LumA | 3 |
| 781 | HER2+ | ER+ | ER+/HER2+ | 136.233333 | LIVING | Living | 5 | 2 | 61.26 | NaN | 4.08000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-3382 | 3.0 | 40.00 | 1.0 | + | + | - | MB-3382 | 136.233333 | DiseaseFree | LumB | 0 |
| 438 | TNBC | TNBC | TNBC | 23.200000 | DECEASED | Died of Disease | 10 | 2 | 38.49 | l | 6.05600 | neg | pre | MASTECTOMY | moderate | NEUT | NaN | claudin-low | YES | NO | YES | IDC | MB-3383 | 3.0 | 28.00 | 3.0 | - | - | - | MB-3383 | 23.200000 | Recurred/Progressed | Basal | 8 |
| 439 | HER2+ | HER2+ | ER-/HER2+ | 55.633333 | DECEASED | Died of Disease | 1 | 2 | 40.06 | l | 5.07000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3386 | 3.0 | 35.00 | 2.0 | - | + | - | MB-3386 | 55.633333 | Recurred/Progressed | Her2 | 3 |
| 440 | ER+ | ER+ | ER+ | 228.600000 | DECEASED | Died of Other Causes | 8 | 2 | 59.30 | l | 5.04000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3388 | 3.0 | 20.00 | 2.0 | + | - | + | MB-3388 | 228.600000 | DiseaseFree | LumB | 1 |
| 785 | ER+ | ER+ | ER+ | 240.700000 | LIVING | Living | 6 | 2 | 63.34 | l | 4.04000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3389 | 3.0 | 20.00 | 1.0 | + | - | - | MB-3389 | 240.700000 | DiseaseFree | LumB | 0 |
| 441 | TNBC | TNBC | TNBC | 243.766667 | LIVING | Living | 10 | 2 | 52.45 | l | 4.03000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-3395 | 3.0 | 15.00 | 1.0 | - | - | - | MB-3395 | 243.766667 | DiseaseFree | Basal | 0 |
| 442 | TNBC | TNBC | TNBC | 226.733333 | LIVING | Living | 3 | 2 | 59.29 | r | 5.05000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3396 | 3.0 | 25.00 | 2.0 | - | - | - | MB-3396 | 226.733333 | DiseaseFree | Basal | 3 |
| 443 | ER+ | ER+ | ER+ | 50.033333 | DECEASED | Died of Disease | 1 | 2 | 41.17 | r | 5.05600 | neg | pre | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | YES | NO | YES | IDC | MB-3402 | 3.0 | 28.00 | 2.0 | + | - | + | MB-3402 | 50.033333 | Recurred/Progressed | LumB | 3 |
| 444 | ER+ | ER+ | ER+ | 138.333333 | LIVING | Living | 3 | 2 | 50.92 | r | 4.03400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3403 | 2.0 | 17.00 | 2.0 | + | - | + | MB-3403 | 138.333333 | DiseaseFree | LumA | 1 |
| 445 | ER+ | ER+ | ER+ | 228.800000 | LIVING | Living | 8 | 2 | 55.28 | l | 6.05200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3412 | 3.0 | 26.00 | 3.0 | + | - | - | MB-3412 | 228.800000 | DiseaseFree | LumA | 7 |
| 446 | ER+ | ER+ | ER+ | 103.466667 | LIVING | Living | 7 | 2 | 59.16 | l | 3.04000 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3417 | 2.0 | 20.00 | 1.0 | + | - | + | MB-3417 | 103.466667 | DiseaseFree | LumB | 0 |
| 447 | ER+ | ER+ | ER+ | 243.500000 | LIVING | Living | 4ER+ | 2 | 49.08 | r | 4.05200 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-3429 | 2.0 | 26.00 | 2.0 | + | - | - | MB-3429 | 243.500000 | DiseaseFree | Normal | 1 |
| 793 | ER+ | ER+ | ER+ | 219.766667 | DECEASED | Died of Other Causes | 3 | 2 | 68.86 | l | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-3430 | 3.0 | 25.00 | 2.0 | + | - | + | MB-3430 | 219.766667 | DiseaseFree | LumA | 1 |
| 794 | HER2+ | HER2+ | ER-/HER2+ | 25.433333 | DECEASED | Died of Disease | 5 | 2 | 37.05 | l | 5.06000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3435 | 3.0 | 30.00 | 2.0 | - | + | - | MB-3435 | 25.433333 | Recurred/Progressed | Her2 | 1 |
| 795 | ER+ | ER+ | ER+ | 50.766667 | DECEASED | Died of Disease | 1 | 2 | 38.20 | NaN | 6.26000 | neg | pre | MASTECTOMY | high | LOSS | NaN | LumB | YES | NO | YES | IDC | MB-3436 | 3.0 | 130.00 | 3.0 | + | - | + | MB-3436 | 50.766667 | Recurred/Progressed | LumB | 6 |
| 1160 | ER+ | ER+ | ER+ | 108.766667 | LIVING | Living | 4ER+ | 2 | 70.52 | l | 4.04200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3437 | 3.0 | 21.00 | 1.0 | + | - | + | MB-3437 | 108.766667 | DiseaseFree | LumB | 0 |
| 797 | ER+ | ER+ | ER+ | 188.733333 | LIVING | Living | 8 | 2 | 43.67 | r | 4.03400 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-3439 | 2.0 | 17.00 | 2.0 | + | - | + | MB-3439 | 188.733333 | DiseaseFree | LumA | 1 |
| 798 | ER+ | ER+ | ER+ | 240.466667 | LIVING | Living | 8 | 2 | 51.52 | r | 3.03400 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-3450 | 2.0 | 17.00 | 1.0 | + | - | + | MB-3450 | 240.466667 | DiseaseFree | LumA | 0 |
| 799 | ER+ | ER+ | ER+ | 119.866667 | DECEASED | Died of Disease | 2 | 2 | 64.04 | l | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-3452 | 3.0 | 30.00 | 1.0 | + | - | - | MB-3452 | 119.866667 | Recurred/Progressed | Normal | 0 |
| 800 | TNBC | TNBC | TNBC | 32.833333 | DECEASED | Died of Disease | 10 | 2 | 51.36 | r | 5.07000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3453 | 3.0 | 35.00 | 2.0 | - | - | - | MB-3453 | 32.833333 | Recurred/Progressed | Basal | 1 |
| 801 | ER+ | ER+ | ER+ | 241.400000 | LIVING | Living | 7 | 2 | 57.66 | r | 3.04000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | claudin-low | NO | NO | NO | IDC | MB-3459 | 2.0 | 20.00 | 1.0 | + | - | + | MB-3459 | 241.400000 | DiseaseFree | LumB | 0 |
| 455 | ER+ | ER+ | ER+ | 234.233333 | LIVING | Living | 3 | 2 | 40.92 | l | 4.03200 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3462 | 2.0 | 16.00 | 2.0 | + | - | + | MB-3462 | 234.233333 | DiseaseFree | LumA | 2 |
| 803 | ER+ | ER+ | ER+ | 234.133333 | DECEASED | Died of Other Causes | 2 | 2 | 55.30 | r | 4.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-3466 | 3.0 | 15.00 | 1.0 | + | - | + | MB-3466 | 234.133333 | DiseaseFree | Her2 | 0 |
| 804 | HER2+ | HER2+ | ER-/HER2+ | 38.800000 | DECEASED | Died of Disease | 5 | 2 | 21.93 | r | 5.07000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3467 | 2.0 | 35.00 | 3.0 | - | + | - | MB-3467 | 38.800000 | Recurred/Progressed | Her2 | 6 |
| 458 | HER2+ | HER2+ | ER-/HER2+ | 62.533333 | DECEASED | Died of Disease | 5 | 2 | 56.40 | NaN | 5.11000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3470 | 3.0 | 55.00 | 2.0 | - | + | - | MB-3470 | 62.533333 | Recurred/Progressed | Her2 | 2 |
| 459 | TNBC | TNBC | TNBC | 159.066667 | DECEASED | Died of Other Causes | 10 | 2 | 68.59 | l | 4.03400 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC-MED | MB-3476 | 3.0 | 17.00 | 1.0 | - | - | - | MB-3476 | 159.066667 | DiseaseFree | Basal | 0 |
| 460 | ER+ | ER+ | ER+ | 231.666667 | LIVING | Living | 4ER+ | 2 | 60.30 | l | 5.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-3479 | 3.0 | 22.00 | 2.0 | + | - | + | MB-3479 | 231.666667 | DiseaseFree | Normal | 1 |
| 461 | ER+ | ER+ | ER+ | 237.133333 | LIVING | Living | 1 | 2 | 43.58 | l | 4.05400 | pos | pre | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3487 | 3.0 | 27.00 | 1.0 | + | - | - | MB-3487 | 237.133333 | DiseaseFree | LumB | 0 |
| 809 | HER2+ | ER+ | ER+/HER2+ | 27.466667 | DECEASED | Died of Disease | 5 | 2 | 41.10 | l | 4.10000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3488 | 3.0 | 50.00 | 2.0 | + | + | - | MB-3488 | 27.466667 | Recurred/Progressed | Her2 | 0 |
| 463 | ER+ | ER+ | ER+ | 102.400000 | DECEASED | Died of Disease | 3 | 2 | 45.74 | r | 3.04000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC-TUB | MB-3490 | 2.0 | 20.00 | 1.0 | + | - | + | MB-3490 | 102.400000 | Recurred/Progressed | LumB | 0 |
| 811 | ER+ | ER+ | ER+ | 118.133333 | DECEASED | Died of Disease | 1 | 2 | 62.09 | r | 5.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3492 | 3.0 | 20.00 | 2.0 | + | - | + | MB-3492 | 118.133333 | Recurred/Progressed | LumB | 1 |
| 1176 | HER2+ | HER2+ | ER-/HER2+ | 15.500000 | DECEASED | Died of Disease | 5 | 2 | 53.50 | l | 6.06200 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-3497 | 3.0 | 31.00 | 3.0 | - | + | - | MB-3497 | 15.500000 | Recurred/Progressed | Her2 | 5 |
| 465 | TNBC | TNBC | TNBC | 239.300000 | LIVING | Living | 10 | 2 | 66.91 | r | 4.06000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-3500 | 3.0 | 30.00 | 1.0 | - | - | - | MB-3500 | 239.300000 | DiseaseFree | Basal | 0 |
| 814 | TNBC | TNBC | TNBC | 229.333333 | LIVING | Living | 10 | 2 | 50.79 | l | 5.05400 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-3502 | 3.0 | 27.00 | 2.0 | - | - | - | MB-3502 | 229.333333 | DiseaseFree | Basal | 3 |
| 815 | ER+ | ER+ | ER+ | 240.833333 | LIVING | Living | 1 | 2 | 39.28 | r | 5.03200 | pos | pre | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | OTHER | MB-3506 | 3.0 | 16.00 | 2.0 | + | - | + | MB-3506 | 240.833333 | DiseaseFree | LumB | 1 |
| 816 | ER+ | ER+ | ER+ | 59.600000 | DECEASED | Died of Other Causes | 7 | 2 | 67.60 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-TUB | MB-3510 | 1.0 | 20.00 | 2.0 | + | - | + | MB-3510 | 59.600000 | DiseaseFree | LumA | 1 |
| 1181 | ER+ | ER+ | ER+ | 236.700000 | LIVING | Living | 1 | 2 | 65.56 | l | 6.05400 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3525 | 3.0 | 27.00 | 3.0 | + | - | - | MB-3525 | 236.700000 | DiseaseFree | LumB | 5 |
| 818 | ER+ | ER+ | ER+ | 86.066667 | DECEASED | Died of Disease | 6 | 2 | 60.30 | r | 5.04400 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-3526 | 3.0 | 22.00 | 2.0 | + | - | - | MB-3526 | 86.066667 | Recurred/Progressed | Normal | 3 |
| 819 | HER2+ | HER2+ | ER-/HER2+ | 113.666667 | LIVING | Living | 5 | 2 | 71.03 | l | 4.05000 | neg | post | MASTECTOMY | NaN | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-3528 | 3.0 | 25.00 | 1.0 | - | + | - | MB-3528 | 113.666667 | DiseaseFree | Her2 | 0 |
| 820 | ER+ | ER+ | ER+ | 112.966667 | DECEASED | Died of Other Causes | 8 | 2 | 70.94 | l | 4.05200 | pos | post | MASTECTOMY | NaN | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC-TUB | MB-3530 | 2.0 | 26.00 | 2.0 | + | - | + | MB-3530 | 112.966667 | DiseaseFree | Her2 | 1 |
| 821 | ER+ | ER+ | ER+ | 86.233333 | DECEASED | Died of Disease | 5 | 2 | 48.12 | l | 5.03000 | pos | pre | BREAST CONSERVING | NaN | UNDEF | ER+/HER2- High Prolif | Normal | NO | YES | YES | IDC | MB-3536 | 2.0 | 15.00 | 3.0 | + | - | - | MB-3536 | 86.233333 | Recurred/Progressed | Normal | 6 |
| 822 | ER+ | ER+ | ER+ | 232.733333 | DECEASED | Died of Disease | 7 | 2 | 49.84 | l | 4.04200 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3545 | 3.0 | 21.00 | 1.0 | + | - | + | MB-3545 | 232.733333 | Recurred/Progressed | LumA | 0 |
| 1187 | ER+ | ER+ | ER+ | 33.000000 | DECEASED | Died of Other Causes | 4ER+ | 2 | 68.13 | r | 3.08000 | pos | post | MASTECTOMY | NaN | NEUT | NaN | LumA | NO | NO | NO | DCIS | MB-3547 | NaN | 40.00 | 1.0 | + | - | + | MB-3547 | 33.000000 | DiseaseFree | LumA | 0 |
| 824 | ER+ | ER+ | ER+ | 234.533333 | DECEASED | Died of Other Causes | 3 | 2 | 66.85 | l | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-3548 | 2.0 | 20.00 | 2.0 | + | - | + | MB-3548 | 234.533333 | DiseaseFree | LumA | 1 |
| 476 | HER2+ | HER2+ | ER-/HER2+ | 38.033333 | DECEASED | Died of Disease | 1 | 2 | 51.76 | r | 5.16000 | neg | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | YES | NO | YES | IDC | MB-3556 | 3.0 | 80.00 | 2.0 | - | + | - | MB-3556 | 38.033333 | Recurred/Progressed | Her2 | 2 |
| 477 | TNBC | TNBC | TNBC | 236.033333 | LIVING | Living | 1 | 2 | 55.95 | l | 4.05000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC+ILC | MB-3567 | 3.0 | 25.00 | 2.0 | - | - | - | MB-3567 | 236.033333 | DiseaseFree | Basal | 0 |
| 1191 | ER+ | ER+ | ER+ | 24.866667 | DECEASED | Died of Disease | 6 | 2 | 53.04 | l | 4.07400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC+ILC | MB-3576 | 3.0 | 37.00 | 1.0 | + | - | - | MB-3576 | 24.866667 | Recurred/Progressed | Her2 | 0 |
| 828 | ER+ | ER+ | ER+ | 229.366667 | DECEASED | Died of Other Causes | 4ER- | 2 | 63.97 | r | 1.12000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | NaN | MB-3582 | NaN | 60.00 | 1.0 | + | - | + | MB-3582 | 229.366667 | DiseaseFree | Normal | 0 |
| 829 | ER+ | ER+ | ER+ | 214.700000 | LIVING | Living | 9 | 2 | 60.15 | l | 4.02400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3600 | 2.0 | 12.00 | 2.0 | + | - | + | MB-3600 | 214.700000 | DiseaseFree | LumB | 1 |
| 830 | HER2+ | HER2+ | ER-/HER2+ | 110.633333 | LIVING | Living | 5 | 2 | 68.61 | l | 4.08000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-3606 | 3.0 | 40.00 | 1.0 | - | + | - | MB-3606 | 110.633333 | DiseaseFree | Her2 | 0 |
| 481 | ER+ | ER+ | ER+ | 235.400000 | LIVING | Living | 1 | 2 | 63.95 | l | 5.06800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3614 | 3.0 | 34.00 | 2.0 | + | - | + | MB-3614 | 235.400000 | DiseaseFree | LumB | 3 |
| 482 | TNBC | TNBC | TNBC | 230.466667 | LIVING | Living | 10 | 2 | 37.16 | r | 5.01100 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-3702 | 3.0 | 5.50 | 2.0 | - | - | - | MB-3702 | 230.466667 | DiseaseFree | Basal | 1 |
| 483 | TNBC | TNBC | TNBC | 38.800000 | DECEASED | Died of Disease | 10 | 2 | 55.71 | r | 4.03600 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-3706 | 3.0 | 18.00 | 1.0 | - | - | - | MB-3706 | 38.800000 | Recurred/Progressed | Basal | 0 |
| 484 | ER+ | ER+ | ER+ | 228.766667 | DECEASED | Died of Disease | 4ER+ | 2 | 70.77 | l | 5.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | NO | IDC | MB-3707 | 3.0 | 25.00 | 2.0 | + | - | - | MB-3707 | 228.766667 | Recurred/Progressed | LumA | 1 |
| 485 | ER+ | ER+ | ER+ | 222.100000 | LIVING | Living | 3 | 2 | 41.52 | l | 2.04000 | pos | pre | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-3711 | 1.0 | 20.00 | 1.0 | + | - | + | MB-3711 | 222.100000 | DiseaseFree | LumA | 0 |
| 486 | ER+ | ER+ | ER+ | 228.000000 | LIVING | Living | 4ER+ | 2 | 51.01 | l | 4.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-3748 | 3.0 | 15.00 | 1.0 | + | - | + | MB-3748 | 228.000000 | DiseaseFree | LumA | 0 |
| 487 | TNBC | TNBC | TNBC | 75.333333 | DECEASED | Died of Disease | 4ER- | 2 | 49.98 | l | 4.03000 | neg | pre | BREAST CONSERVING | high | LOSS | ER-/HER2- | claudin-low | NO | NO | YES | IDC-MED | MB-3752 | 3.0 | 15.00 | 1.0 | - | - | - | MB-3752 | 75.333333 | Recurred/Progressed | Basal | 0 |
| 488 | ER+ | ER+ | ER+ | 92.733333 | DECEASED | Died of Disease | 1 | 2 | 57.01 | l | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-3754 | 3.0 | 25.00 | 1.0 | + | - | - | MB-3754 | 92.733333 | Recurred/Progressed | LumB | 0 |
| 489 | ER+ | ER+ | ER+ | 224.566667 | LIVING | Living | 8 | 2 | 48.16 | r | 3.03600 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-3781 | 2.0 | 18.00 | 1.0 | + | - | + | MB-3781 | 224.566667 | DiseaseFree | LumA | 0 |
| 490 | ER+ | ER+ | ER+ | 228.333333 | LIVING | Living | 8 | 2 | 68.72 | r | 1.04800 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- High Prolif | LumA | NO | NO | NO | NaN | MB-3797 | NaN | 24.00 | 1.0 | + | - | + | MB-3797 | 228.333333 | DiseaseFree | LumA | 0 |
| 491 | ER+ | ER+ | ER+ | 222.500000 | LIVING | Living | 3 | 2 | 40.78 | l | 3.05000 | pos | pre | MASTECTOMY | moderate | UNDEF | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-3823 | 2.0 | 25.00 | 1.0 | + | - | + | MB-3823 | 222.500000 | DiseaseFree | LumA | 0 |
| 492 | ER+ | ER+ | ER+ | 126.466667 | DECEASED | Died of Disease | 2 | 2 | 49.45 | r | 4.04400 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3824 | 3.0 | 22.00 | 1.0 | + | - | + | MB-3824 | 126.466667 | Recurred/Progressed | LumB | 0 |
| 493 | ER+ | ER+ | ER+ | 134.466667 | DECEASED | Died of Disease | 8 | 2 | 60.45 | l | 4.04600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3838 | 3.0 | 23.00 | 1.0 | + | - | + | MB-3838 | 134.466667 | Recurred/Progressed | LumB | 0 |
| 494 | ER+ | ER+ | ER+ | 287.233333 | LIVING | Living | 6 | 2 | 53.89 | l | 3.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-3840 | 2.0 | 16.00 | 1.0 | + | - | - | MB-3840 | 287.233333 | DiseaseFree | LumB | 0 |
| 495 | ER+ | ER+ | ER+ | 226.066667 | LIVING | Living | 1 | 2 | 54.60 | l | 5.04800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-3842 | 3.0 | 24.00 | 2.0 | + | - | - | MB-3842 | 226.066667 | DiseaseFree | LumB | 1 |
| 496 | HER2+ | ER+ | ER+/HER2+ | 72.300000 | LIVING | Living | 4ER+ | 2 | 65.89 | l | 3.04000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC+ILC | MB-3850 | 2.0 | 20.00 | 1.0 | + | + | + | MB-3850 | 72.300000 | DiseaseFree | LumA | 0 |
| 497 | HER2+ | ER+ | ER+/HER2+ | 225.500000 | LIVING | Living | 4ER+ | 2 | 43.56 | r | 4.04600 | pos | pre | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-3852 | 3.0 | 23.00 | 1.0 | + | + | + | MB-3852 | 225.500000 | DiseaseFree | LumA | 0 |
| 498 | ER+ | ER+ | ER+ | 99.233333 | LIVING | Living | 3 | 2 | 63.82 | r | 2.02400 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-3854 | 1.0 | 12.00 | 1.0 | + | - | + | MB-3854 | 99.233333 | DiseaseFree | LumA | 0 |
| 499 | ER+ | ER+ | ER+ | 199.966667 | LIVING | Living | 3 | 2 | 49.37 | r | 2.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC-TUB | MB-3865 | 1.0 | 15.00 | 1.0 | + | - | - | MB-3865 | 199.966667 | DiseaseFree | LumA | 0 |
| 850 | HER2+ | HER2+ | ER-/HER2+ | 225.500000 | LIVING | Living | 5 | 2 | 54.29 | r | 4.02400 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-3866 | 3.0 | 12.00 | 1.0 | - | + | - | MB-3866 | 225.500000 | DiseaseFree | Her2 | 0 |
| 500 | ER+ | ER+ | ER+ | 172.800000 | DECEASED | Died of Other Causes | 8 | 2 | 62.03 | l | 4.05200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-TUB | MB-3871 | 2.0 | 26.00 | 2.0 | + | - | + | MB-3871 | 172.800000 | DiseaseFree | LumA | 1 |
| 501 | ER+ | ER+ | ER+ | 186.433333 | LIVING | Living | 7 | 2 | 35.50 | r | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-3874 | 2.0 | 15.00 | 1.0 | + | - | + | MB-3874 | 186.433333 | DiseaseFree | LumA | 0 |
| 502 | HER2+ | HER2+ | ER-/HER2+ | 100.866667 | DECEASED | Died of Disease | 5 | 2 | 57.91 | r | 4.02600 | neg | post | BREAST CONSERVING | NaN | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-3978 | 3.0 | 13.00 | 1.0 | - | + | - | MB-3978 | 100.866667 | Recurred/Progressed | Her2 | 0 |
| 503 | ER+ | ER+ | ER+ | 28.066667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 76.96 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-MUC | MB-4000 | 2.0 | 20.00 | 1.0 | + | - | - | MB-4000 | 28.066667 | DiseaseFree | LumA | 0 |
| 504 | ER+ | ER+ | ER+ | 49.666667 | DECEASED | Died of Disease | 7 | 3 | 74.51 | r | 3.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-4001 | 2.0 | 40.00 | 2.0 | + | - | - | MB-4001 | 49.666667 | Recurred/Progressed | LumA | 0 |
| 505 | ER+ | ER+ | ER+ | 106.566667 | DECEASED | Died of Disease | 6 | 3 | 70.31 | r | 3.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | YES | IDC | MB-4003 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4003 | 106.566667 | Recurred/Progressed | Her2 | 0 |
| 857 | ER+ | ER+ | ER+ | 256.866667 | DECEASED | Died of Disease | 9 | 3 | 61.16 | l | 4.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4004 | 3.0 | 15.00 | 1.0 | + | - | + | MB-4004 | 256.866667 | Recurred/Progressed | LumB | 0 |
| 506 | ER+ | ER+ | ER+ | 188.366667 | LIVING | Living | 3 | 3 | 66.37 | r | 3.03600 | pos | post | MASTECTOMY | moderate | NEUT | NaN | claudin-low | NO | YES | YES | ILC | MB-4005 | 2.0 | 18.00 | 1.0 | + | - | + | MB-4005 | 188.366667 | DiseaseFree | LumB | 0 |
| 507 | ER+ | ER+ | ER+ | 44.733333 | DECEASED | Died of Disease | 2 | 3 | 64.91 | l | 5.07000 | pos | post | MASTECTOMY | moderate | GAIN | NaN | LumB | NO | YES | NO | IDC | MB-4008 | 3.0 | 35.00 | 2.0 | + | - | + | MB-4008 | 44.733333 | Recurred/Progressed | LumB | 3 |
| 508 | ER+ | ER+ | ER+ | 11.700000 | DECEASED | Died of Other Causes | 6 | 3 | 73.15 | r | 4.05000 | pos | post | MASTECTOMY | low | NEUT | NaN | Her2 | NO | NO | NO | IDC | MB-4010 | 3.0 | 25.00 | 2.0 | + | - | + | MB-4010 | 11.700000 | DiseaseFree | Her2 | 0 |
| 509 | ER+ | ER+ | ER+ | 193.166667 | LIVING | Living | 8 | 3 | 72.36 | l | 4.04400 | pos | post | BREAST CONSERVING | moderate | UNDEF | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-4011 | 3.0 | 22.00 | NaN | + | - | - | MB-4011 | 193.166667 | DiseaseFree | LumA | 0 |
| 510 | HER2+ | HER2+ | ER-/HER2+ | 277.366667 | DECEASED | Died of Other Causes | 8 | 3 | 63.23 | r | 3.05000 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | Her2 | NO | NO | YES | IDC-MED | MB-4012 | NaN | 25.00 | 2.0 | - | + | - | MB-4012 | 277.366667 | DiseaseFree | Her2 | 0 |
| 511 | TNBC | TNBC | TNBC | 11.300000 | DECEASED | Died of Disease | 4ER- | 3 | 76.13 | l | 3.06000 | neg | post | MASTECTOMY | moderate | LOSS | NaN | Her2 | NO | NO | NO | IDC | MB-4015 | 2.0 | 30.00 | NaN | - | - | - | MB-4015 | 11.300000 | Recurred/Progressed | Her2 | 0 |
| 512 | ER+ | ER+ | ER+ | 139.300000 | DECEASED | Died of Other Causes | 6 | 3 | 76.17 | l | 5.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4017 | 3.0 | 40.00 | 2.0 | + | - | - | MB-4017 | 139.300000 | DiseaseFree | LumB | 3 |
| 513 | ER+ | ER+ | ER+ | 105.666667 | DECEASED | Died of Disease | 7 | 3 | 71.32 | l | 5.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4018 | 2.0 | 20.00 | NaN | + | - | + | MB-4018 | 105.666667 | Recurred/Progressed | LumA | 10 |
| 514 | TNBC | TNBC | TNBC | 124.100000 | LIVING | Living | 1 | 3 | 56.14 | l | 4.05000 | neg | post | BREAST CONSERVING | high | LOSS | NaN | Basal | NO | YES | YES | IDC | MB-4024 | 3.0 | 25.00 | 2.0 | - | - | - | MB-4024 | 124.100000 | DiseaseFree | Basal | 0 |
| 515 | ER+ | ER+ | ER+ | 15.200000 | DECEASED | Died of Disease | 4ER+ | 3 | 82.17 | l | 5.04400 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | YES | YES | IDC+ILC | MB-4033 | 2.0 | 22.00 | 3.0 | + | - | + | MB-4033 | 15.200000 | Recurred/Progressed | LumA | 5 |
| 516 | ER+ | ER+ | ER+ | 298.033333 | DECEASED | Died of Other Causes | 8 | 3 | 59.24 | l | 3.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | NO | IDC | MB-4046 | 2.0 | 13.00 | 1.0 | + | - | + | MB-4046 | 298.033333 | DiseaseFree | Her2 | 0 |
| 869 | ER+ | ER+ | ER+ | 172.000000 | DECEASED | Died of Other Causes | 3 | 3 | 50.23 | r | 3.05000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | Normal | NO | YES | YES | IDC | MB-4059 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4059 | 172.000000 | DiseaseFree | Normal | 0 |
| 870 | ER+ | ER+ | ER+ | 351.000000 | DECEASED | Died of Other Causes | 7 | 3 | 63.17 | r | 4.04400 | pos | post | MASTECTOMY | high | NEUT | NaN | Her2 | NO | NO | YES | IDC | MB-4079 | 3.0 | 22.00 | 2.0 | + | - | + | MB-4079 | 351.000000 | DiseaseFree | Her2 | 0 |
| 517 | ER+ | ER+ | ER+ | 281.366667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 74.45 | l | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-4091 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4091 | 281.366667 | DiseaseFree | LumA | 0 |
| 518 | ER+ | ER+ | ER+ | 176.366667 | LIVING | Living | 7 | 3 | 68.55 | r | 2.10000 | pos | post | MASTECTOMY | high | NEUT | NaN | Her2 | NO | NO | NO | IDC-MED | MB-4098 | NaN | 50.00 | NaN | + | - | - | MB-4098 | 176.366667 | DiseaseFree | Her2 | 0 |
| 873 | ER+ | ER+ | ER+ | 67.800000 | DECEASED | Died of Disease | 7 | 3 | 65.46 | l | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | YES | YES | IDC | MB-4119 | 2.0 | 20.00 | 2.0 | + | - | - | MB-4119 | 67.800000 | Recurred/Progressed | Her2 | 1 |
| 519 | ER+ | ER+ | ER+ | 217.100000 | DECEASED | Died of Other Causes | 8 | 3 | 56.19 | r | 3.02000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4120 | 2.0 | 10.00 | NaN | + | - | + | MB-4120 | 217.100000 | DiseaseFree | LumA | 0 |
| 520 | ER+ | ER+ | ER+ | 174.800000 | DECEASED | Died of Other Causes | 7 | 3 | 73.20 | r | 1.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | NO | YES | IDC | MB-4126 | NaN | 30.00 | 2.0 | + | - | + | MB-4126 | 174.800000 | DiseaseFree | Her2 | 0 |
| 521 | HER2+ | HER2+ | ER-/HER2+ | 258.166667 | DECEASED | Died of Other Causes | 5 | 3 | 54.35 | r | 6.08000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-4127 | 3.0 | 40.00 | 3.0 | - | + | - | MB-4127 | 258.166667 | DiseaseFree | Her2 | 6 |
| 522 | ER+ | ER+ | ER+ | 165.400000 | DECEASED | Died of Other Causes | 8 | 3 | 63.05 | r | 2.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-4139 | NaN | 20.00 | 1.0 | + | - | + | MB-4139 | 165.400000 | DiseaseFree | LumB | 0 |
| 523 | ER+ | ER+ | ER+ | 114.500000 | DECEASED | Died of Other Causes | 8 | 3 | 71.17 | l | 4.04600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4140 | 3.0 | 23.00 | 2.0 | + | - | - | MB-4140 | 114.500000 | DiseaseFree | LumA | 0 |
| 524 | ER+ | ER+ | ER+ | 147.833333 | DECEASED | Died of Disease | 7 | 3 | 58.32 | l | 4.03000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Her2 | NO | NO | YES | IDC | MB-4141 | 3.0 | 15.00 | NaN | + | - | + | MB-4141 | 147.833333 | Recurred/Progressed | Her2 | 0 |
| 525 | ER+ | ER+ | ER+ | 217.633333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 60.33 | r | 1.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | Her2 | NO | NO | YES | IDC | MB-4145 | NaN | 20.00 | 1.0 | + | - | + | MB-4145 | 217.633333 | DiseaseFree | Her2 | 0 |
| 526 | TNBC | TNBC | TNBC | 15.633333 | DECEASED | Died of Disease | 4ER- | 3 | 43.06 | l | 6.04000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | ILC | MB-4146 | 3.0 | 20.00 | 2.0 | - | - | - | MB-4146 | 15.633333 | Recurred/Progressed | Basal | 13 |
| 527 | ER+ | ER+ | ER+ | 63.033333 | DECEASED | Died of Disease | 9 | 3 | 57.85 | l | 5.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4148 | 2.0 | 35.00 | NaN | + | - | + | MB-4148 | 63.033333 | Recurred/Progressed | LumB | 16 |
| 528 | ER+ | ER+ | ER+ | 49.566667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 54.22 | l | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4154 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4154 | 49.566667 | DiseaseFree | LumB | 0 |
| 529 | ER+ | ER+ | ER+ | 184.700000 | DECEASED | Died of Disease | 9 | 3 | 64.21 | r | 4.08600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | NO | NO | NO | ILC | MB-4171 | 3.0 | 43.00 | 2.0 | + | - | - | MB-4171 | 184.700000 | Recurred/Progressed | Her2 | 0 |
| 530 | ER+ | ER+ | ER+ | 160.333333 | DECEASED | Died of Other Causes | 7 | 3 | 74.31 | l | 4.02000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4173 | 2.0 | 10.00 | 2.0 | + | - | + | MB-4173 | 160.333333 | DiseaseFree | LumA | 2 |
| 531 | ER+ | ER+ | ER+ | 355.200000 | DECEASED | Died of Other Causes | 2 | 3 | 60.99 | r | 2.00000 | pos | post | NaN | high | NEUT | NaN | Her2 | NO | YES | YES | IDC | MB-4189 | NaN | NaN | NaN | + | - | + | MB-4189 | 355.200000 | DiseaseFree | Her2 | 1 |
| 532 | ER+ | ER+ | ER+ | 330.366667 | LIVING | Living | 4ER+ | 3 | 45.50 | r | 3.04000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4212 | 2.0 | 20.00 | NaN | + | - | + | MB-4212 | 330.366667 | DiseaseFree | LumA | 0 |
| 533 | ER+ | ER+ | ER+ | 84.500000 | DECEASED | Died of Disease | 4ER+ | 3 | 67.02 | r | 3.06000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-4213 | 2.0 | 30.00 | 2.0 | + | - | - | MB-4213 | 84.500000 | Recurred/Progressed | LumB | 0 |
| 534 | ER+ | ER+ | ER+ | 55.233333 | DECEASED | Died of Disease | 8 | 3 | 58.80 | l | 2.08000 | pos | post | MASTECTOMY | high | LOSS | NaN | Her2 | NO | NO | NO | IDC | MB-4222 | 1.0 | 40.00 | 2.0 | + | - | + | MB-4222 | 55.233333 | Recurred/Progressed | Her2 | 0 |
| 535 | ER+ | ER+ | ER+ | 65.500000 | DECEASED | Died of Disease | 4ER+ | 3 | 72.39 | l | 4.07000 | pos | post | MASTECTOMY | high | NEUT | NaN | NC | NO | YES | YES | IDC | MB-4224 | 2.0 | 35.00 | 2.0 | + | - | + | MB-4224 | 65.500000 | Recurred/Progressed | NC | 1 |
| 536 | ER+ | ER+ | ER+ | 115.600000 | DECEASED | Died of Other Causes | 7 | 3 | 75.87 | r | 3.10000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4230 | 2.0 | 50.00 | 2.0 | + | - | - | MB-4230 | 115.600000 | DiseaseFree | LumA | 0 |
| 537 | ER+ | ER+ | ER+ | 36.366667 | DECEASED | Died of Disease | 9 | 3 | 54.01 | r | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4233 | 2.0 | 30.00 | 2.0 | + | - | - | MB-4233 | 36.366667 | Recurred/Progressed | LumB | 5 |
| 538 | ER+ | ER+ | ER+ | 253.533333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 68.25 | l | 4.08000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-4234 | 3.0 | 40.00 | 2.0 | + | - | + | MB-4234 | 253.533333 | DiseaseFree | LumA | 0 |
| 539 | ER+ | ER+ | ER+ | 335.733333 | DECEASED | Died of Disease | 10 | 3 | 67.46 | r | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | NO | NO | IDC | MB-4235 | 2.0 | 20.00 | 1.0 | + | - | - | MB-4235 | 335.733333 | Recurred/Progressed | Basal | 0 |
| 540 | ER+ | ER+ | ER+ | 203.700000 | DECEASED | Died of Other Causes | 9 | 3 | 73.91 | r | 5.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-4236 | 3.0 | 18.00 | 2.0 | + | - | - | MB-4236 | 203.700000 | DiseaseFree | Her2 | 1 |
| 541 | ER+ | ER+ | ER+ | 100.166667 | DECEASED | Died of Other Causes | 3 | 3 | 80.81 | r | 4.11000 | pos | post | MASTECTOMY | moderate | LOSS | NaN | LumA | NO | YES | NO | IDC | MB-4250 | 2.0 | 55.00 | 3.0 | + | - | - | MB-4250 | 100.166667 | DiseaseFree | LumA | 1 |
| 542 | TNBC | TNBC | TNBC | 178.400000 | LIVING | Living | 10 | 3 | 68.70 | r | 4.06000 | neg | post | MASTECTOMY | high | NEUT | NaN | Basal | NO | YES | NO | IDC-MED | MB-4254 | 3.0 | 30.00 | NaN | - | - | - | MB-4254 | 178.400000 | DiseaseFree | Basal | 0 |
| 543 | ER+ | ER+ | ER+ | 163.200000 | DECEASED | Died of Other Causes | 7 | 3 | 72.17 | r | 4.04000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-4264 | 2.0 | 20.00 | NaN | + | - | + | MB-4264 | 163.200000 | DiseaseFree | LumA | 1 |
| 544 | ER+ | ER+ | ER+ | 33.900000 | DECEASED | Died of Disease | 6 | 3 | 28.04 | r | 4.09000 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4266 | 3.0 | 45.00 | 2.0 | + | - | - | MB-4266 | 33.900000 | Recurred/Progressed | LumA | 0 |
| 545 | HER2+ | ER+ | ER+/HER2+ | 98.700000 | DECEASED | Died of Disease | 9 | 3 | 37.85 | r | 5.03600 | neg | pre | MASTECTOMY | NaN | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-4270 | 2.0 | 18.00 | 2.0 | + | + | + | MB-4270 | 98.700000 | Recurred/Progressed | Her2 | 4 |
| 546 | ER+ | ER+ | ER+ | 59.933333 | DECEASED | Died of Disease | 8 | 3 | 74.32 | r | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4274 | 2.0 | 20.00 | 2.0 | + | - | + | MB-4274 | 59.933333 | Recurred/Progressed | LumB | 3 |
| 547 | HER2+ | ER+ | ER+/HER2+ | 132.200000 | DECEASED | Died of Disease | 5 | 3 | 55.07 | l | 4.07000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-4276 | 2.0 | 35.00 | 2.0 | + | + | + | MB-4276 | 132.200000 | Recurred/Progressed | Her2 | 1 |
| 548 | ER+ | ER+ | ER+ | 244.200000 | DECEASED | Died of Other Causes | 3 | 3 | 68.32 | r | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | NO | NO | IDC | MB-4278 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4278 | 244.200000 | DiseaseFree | Her2 | 0 |
| 549 | ER+ | ER+ | ER+ | 260.033333 | DECEASED | Died of Other Causes | 9 | 3 | 60.00 | l | 5.04600 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-4281 | 3.0 | 23.00 | 2.0 | + | - | - | MB-4281 | 260.033333 | DiseaseFree | Her2 | 1 |
| 550 | ER+ | ER+ | ER+ | 34.100000 | LIVING | Living | 9 | 3 | 49.61 | r | 4.02000 | pos | pre | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | NO | YES | IDC | MB-4282 | 3.0 | 10.00 | 1.0 | + | - | + | MB-4282 | 34.100000 | DiseaseFree | LumA | 0 |
| 551 | ER+ | ER+ | ER+ | 174.833333 | LIVING | Living | 8 | 3 | 55.62 | l | 4.08000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4283 | 2.0 | 40.00 | 2.0 | + | - | + | MB-4283 | 174.833333 | DiseaseFree | LumA | 2 |
| 552 | HER2+ | ER+ | ER+/HER2+ | 96.833333 | DECEASED | Died of Disease | 2 | 3 | 65.49 | l | 2.04000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | YES | ILC | MB-4289 | 1.0 | 20.00 | 1.0 | + | + | - | MB-4289 | 96.833333 | Recurred/Progressed | Her2 | 0 |
| 908 | ER+ | ER+ | ER+ | 335.600000 | DECEASED | Died of Other Causes | 8 | 3 | 58.80 | r | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | YES | IDC | MB-4292 | 3.0 | 25.00 | NaN | + | - | + | MB-4292 | 335.600000 | DiseaseFree | LumA | 0 |
| 909 | ER+ | ER+ | ER+ | 219.166667 | DECEASED | Died of Other Causes | 8 | 3 | 54.16 | l | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4293 | 2.0 | 30.00 | 2.0 | + | - | - | MB-4293 | 219.166667 | DiseaseFree | LumA | 0 |
| 910 | ER+ | ER+ | ER+ | 55.100000 | DECEASED | Died of Disease | 9 | 3 | 70.24 | l | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4298 | 2.0 | 20.00 | 2.0 | + | - | - | MB-4298 | 55.100000 | Recurred/Progressed | LumB | 2 |
| 911 | ER+ | ER+ | ER+ | 189.033333 | LIVING | Living | 6 | 3 | 70.58 | l | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | YES | YES | IDC | MB-4300 | 3.0 | 30.00 | 2.0 | + | - | - | MB-4300 | 189.033333 | DiseaseFree | Her2 | 1 |
| 557 | TNBC | TNBC | TNBC | 89.033333 | DECEASED | Died of Other Causes | 4ER- | 3 | 66.91 | l | 4.03000 | neg | post | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | NO | YES | IDC | MB-4303 | 3.0 | 15.00 | 1.0 | - | - | - | MB-4303 | 89.033333 | DiseaseFree | Basal | 0 |
| 913 | ER+ | ER+ | ER+ | 234.700000 | DECEASED | Died of Other Causes | 3 | 3 | 69.19 | l | 2.04200 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | NO | NO | IDC-TUB | MB-4306 | 1.0 | 21.00 | 2.0 | + | - | + | MB-4306 | 234.700000 | DiseaseFree | LumA | 0 |
| 558 | ER+ | ER+ | ER+ | 265.566667 | DECEASED | Died of Other Causes | 7 | 3 | 76.51 | l | 2.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-4310 | 1.0 | 50.00 | NaN | + | - | + | MB-4310 | 265.566667 | DiseaseFree | LumA | 0 |
| 559 | ER+ | ER+ | ER+ | 300.700000 | DECEASED | Died of Disease | 4ER+ | 3 | 58.02 | l | 6.08000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4313 | 3.0 | 40.00 | 2.0 | + | - | + | MB-4313 | 300.700000 | Recurred/Progressed | LumA | 5 |
| 916 | HER2+ | ER+ | ER+/HER2+ | 177.900000 | LIVING | Living | 5 | 3 | 51.93 | r | 3.10000 | pos | post | MASTECTOMY | moderate | GAIN | NaN | Her2 | NO | YES | NO | IDC | MB-4317 | 2.0 | 50.00 | 2.0 | + | + | + | MB-4317 | 177.900000 | DiseaseFree | Her2 | 0 |
| 561 | ER+ | ER+ | ER+ | 17.133333 | DECEASED | Died of Other Causes | 1 | 3 | 72.44 | l | 5.04000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-4318 | 3.0 | 20.00 | 2.0 | + | - | + | MB-4318 | 17.133333 | DiseaseFree | LumB | 1 |
| 562 | ER+ | ER+ | ER+ | 196.466667 | DECEASED | Died of Other Causes | 7 | 3 | 63.39 | l | 4.06000 | pos | post | MASTECTOMY | high | LOSS | NaN | LumA | NO | YES | YES | IDC | MB-4322 | 2.0 | 30.00 | 2.0 | + | - | - | MB-4322 | 196.466667 | DiseaseFree | LumA | 1 |
| 919 | ER+ | ER+ | ER+ | 126.633333 | DECEASED | Died of Other Causes | 8 | 3 | 80.04 | r | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4323 | NaN | 30.00 | NaN | + | - | + | MB-4323 | 126.633333 | DiseaseFree | LumA | 8 |
| 920 | ER+ | ER+ | ER+ | 87.233333 | DECEASED | Died of Disease | 6 | 3 | 61.22 | l | 6.10000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | YES | YES | IDC | MB-4324 | 3.0 | 50.00 | 2.0 | + | - | + | MB-4324 | 87.233333 | Recurred/Progressed | Her2 | 24 |
| 564 | ER+ | ER+ | ER+ | 199.266667 | DECEASED | Died of Other Causes | 7 | 3 | 64.12 | r | 4.06000 | pos | post | MASTECTOMY | low | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4328 | 2.0 | 30.00 | NaN | + | - | + | MB-4328 | 199.266667 | DiseaseFree | LumA | 1 |
| 922 | ER+ | ER+ | ER+ | 168.266667 | DECEASED | Died of Disease | 7 | 3 | 70.75 | r | 5.05800 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | YES | NO | IDC | MB-4329 | 3.0 | 29.00 | 2.0 | + | - | + | MB-4329 | 168.266667 | Recurred/Progressed | LumA | 2 |
| 566 | ER+ | ER+ | ER+ | 235.566667 | DECEASED | Died of Other Causes | 1 | 3 | 63.34 | l | 5.04000 | pos | post | MASTECTOMY | moderate | GAIN | NaN | Her2 | NO | YES | YES | IDC | MB-4331 | 3.0 | 20.00 | 2.0 | + | - | - | MB-4331 | 235.566667 | DiseaseFree | Her2 | 2 |
| 567 | TNBC | TNBC | TNBC | 307.933333 | LIVING | Living | 10 | 3 | 34.36 | l | 4.04000 | neg | pre | MASTECTOMY | high | NEUT | NaN | Basal | NO | NO | YES | IDC-MED | MB-4332 | 3.0 | 20.00 | 1.0 | - | - | - | MB-4332 | 307.933333 | DiseaseFree | Basal | 0 |
| 925 | ER+ | ER+ | ER+ | 207.966667 | DECEASED | Died of Other Causes | 3 | 3 | 64.50 | r | 2.05000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-4333 | 1.0 | 25.00 | 2.0 | + | - | - | MB-4333 | 207.966667 | DiseaseFree | LumA | 0 |
| 568 | ER+ | ER+ | ER+ | 173.600000 | DECEASED | Died of Disease | 8 | 3 | 74.98 | l | 3.04000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | NO | YES | IDC | MB-4339 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4339 | 173.600000 | Recurred/Progressed | LumB | 0 |
| 569 | HER2+ | HER2+ | ER-/HER2+ | 33.700000 | DECEASED | Died of Disease | 5 | 3 | 35.14 | r | 6.08000 | neg | pre | MASTECTOMY | moderate | GAIN | NaN | Her2 | YES | NO | YES | IDC | MB-4341 | 3.0 | 40.00 | 2.0 | - | + | - | MB-4341 | 33.700000 | Recurred/Progressed | Her2 | 18 |
| 570 | ER+ | ER+ | ER+ | 232.766667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 73.20 | l | 2.12400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4342 | NaN | 62.00 | 3.0 | + | - | - | MB-4342 | 232.766667 | DiseaseFree | LumA | 3 |
| 571 | ER+ | ER+ | ER+ | 198.600000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 68.09 | l | 4.05000 | NaN | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Her2 | NO | NO | NO | IDC | MB-4343 | 3.0 | 25.00 | 2.0 | + | - | - | MB-4343 | 198.600000 | DiseaseFree | Her2 | 0 |
| 930 | HER2+ | ER+ | ER+/HER2+ | 226.200000 | DECEASED | Died of Disease | 5 | 3 | 61.57 | r | 6.08000 | pos | post | MASTECTOMY | moderate | GAIN | NaN | Her2 | NO | YES | YES | IDC | MB-4348 | 3.0 | 40.00 | 2.0 | + | + | - | MB-4348 | 226.200000 | Recurred/Progressed | Her2 | 4 |
| 931 | HER2+ | HER2+ | ER-/HER2+ | 31.066667 | DECEASED | Died of Disease | 5 | 3 | 35.64 | l | 5.03000 | neg | pre | BREAST CONSERVING | moderate | GAIN | NaN | Her2 | YES | NO | YES | IDC | MB-4350 | 3.0 | 15.00 | 2.0 | - | + | - | MB-4350 | 31.066667 | Recurred/Progressed | Her2 | 3 |
| 932 | TNBC | TNBC | TNBC | 68.133333 | DECEASED | Died of Disease | 1 | 3 | 70.27 | r | 4.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | Her2 | NO | NO | YES | IDC | MB-4351 | 3.0 | 20.00 | 1.0 | - | - | - | MB-4351 | 68.133333 | Recurred/Progressed | Her2 | 0 |
| 933 | ER+ | ER+ | ER+ | 128.533333 | DECEASED | Died of Disease | 8 | 3 | 59.23 | r | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | YES | NO | IDC | MB-4353 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4353 | 128.533333 | Recurred/Progressed | LumB | 1 |
| 934 | TNBC | TNBC | TNBC | 15.366667 | DECEASED | Died of Disease | 1 | 3 | 55.01 | l | 4.07000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | YES | YES | IDC | MB-4354 | 2.0 | 35.00 | NaN | - | - | - | MB-4354 | 15.366667 | Recurred/Progressed | Her2 | 2 |
| 935 | ER+ | ER+ | ER+ | 114.033333 | DECEASED | Died of Disease | 4ER+ | 3 | 77.12 | r | 5.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4357 | 3.0 | 20.00 | NaN | + | - | - | MB-4357 | 114.033333 | Recurred/Progressed | LumA | 2 |
| 936 | HER2+ | HER2+ | ER-/HER2+ | 11.866667 | DECEASED | Died of Disease | 5 | 3 | 59.16 | l | 4.01600 | neg | post | BREAST CONSERVING | moderate | GAIN | NaN | Her2 | YES | NO | YES | IDC | MB-4360 | 3.0 | 8.00 | 3.0 | - | + | - | MB-4360 | 11.866667 | Recurred/Progressed | Her2 | 0 |
| 1301 | ER+ | ER+ | ER+ | 267.266667 | LIVING | Living | 4ER+ | 3 | 50.08 | r | 4.04000 | pos | post | BREAST CONSERVING | low | LOSS | NaN | Normal | NO | NO | YES | IDC | MB-4362 | 3.0 | 20.00 | 1.0 | + | - | + | MB-4362 | 267.266667 | DiseaseFree | Normal | 0 |
| 938 | ER+ | ER+ | ER+ | 119.466667 | DECEASED | Died of Disease | 8 | 3 | 74.60 | r | 4.05000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4368 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4368 | 119.466667 | Recurred/Progressed | LumA | 3 |
| 939 | ER+ | ER+ | ER+ | 42.566667 | DECEASED | Died of Other Causes | 7 | 3 | 77.51 | l | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4374 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4374 | 42.566667 | DiseaseFree | LumA | 0 |
| 940 | ER+ | ER+ | ER+ | 291.166667 | LIVING | Living | 3 | 3 | 40.04 | l | 3.03200 | pos | pre | MASTECTOMY | moderate | NEUT | NaN | Normal | NO | NO | NO | IDC | MB-4375 | 2.0 | 16.00 | 1.0 | + | - | + | MB-4375 | 291.166667 | DiseaseFree | Normal | 0 |
| 1305 | ER+ | ER+ | ER+ | 61.466667 | DECEASED | Died of Disease | 7 | 3 | 59.75 | r | 3.04000 | pos | post | MASTECTOMY | high | NEUT | NaN | Normal | NO | YES | YES | IDC | MB-4381 | 1.0 | 20.00 | 2.0 | + | - | + | MB-4381 | 61.466667 | Recurred/Progressed | Normal | 3 |
| 942 | ER+ | ER+ | ER+ | 164.333333 | DECEASED | Died of Other Causes | 8 | 3 | 68.49 | l | 5.06000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4390 | 2.0 | 30.00 | 2.0 | + | - | + | MB-4390 | 164.333333 | DiseaseFree | LumA | 4 |
| 943 | ER+ | ER+ | ER+ | 139.600000 | DECEASED | Died of Disease | 1 | 3 | 45.21 | r | 4.06000 | pos | pre | MASTECTOMY | high | NEUT | NaN | Her2 | NO | YES | NO | IDC | MB-4395 | 3.0 | 30.00 | NaN | + | - | + | MB-4395 | 139.600000 | Recurred/Progressed | Her2 | 0 |
| 944 | TNBC | TNBC | TNBC | 83.366667 | DECEASED | Died of Disease | 10 | 3 | 44.40 | l | 4.02000 | neg | pre | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | NO | YES | IDC | MB-4407 | 3.0 | 10.00 | 1.0 | - | - | - | MB-4407 | 83.366667 | Recurred/Progressed | Basal | 0 |
| 945 | TNBC | TNBC | TNBC | 206.566667 | DECEASED | Died of Other Causes | 9 | 3 | 71.66 | l | 4.04000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-4408 | 3.0 | 20.00 | NaN | - | - | - | MB-4408 | 206.566667 | DiseaseFree | Basal | 0 |
| 1310 | TNBC | TNBC | TNBC | 241.600000 | DECEASED | Died of Disease | 4ER- | 3 | 44.89 | r | 5.05000 | neg | pre | BREAST CONSERVING | moderate | NEUT | NaN | claudin-low | YES | NO | YES | IDC-MED | MB-4416 | 3.0 | 25.00 | 2.0 | - | - | - | MB-4416 | 241.600000 | Recurred/Progressed | Basal | 3 |
| 947 | TNBC | TNBC | TNBC | 16.700000 | DECEASED | Died of Other Causes | 10 | 3 | 68.16 | l | 4.06400 | neg | post | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | NO | NO | IDC | MB-4417 | 3.0 | 32.00 | 2.0 | - | - | - | MB-4417 | 16.700000 | DiseaseFree | Basal | 0 |
| 948 | ER+ | ER+ | ER+ | 307.633333 | LIVING | Living | 8 | 3 | 56.11 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | NO | YES | IDC | MB-4418 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4418 | 307.633333 | DiseaseFree | LumA | 0 |
| 1313 | ER+ | ER+ | ER+ | 264.766667 | DECEASED | Died of Other Causes | 7 | 3 | 69.01 | l | 3.02000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-4421 | 2.0 | 10.00 | 1.0 | + | - | + | MB-4421 | 264.766667 | DiseaseFree | LumA | 0 |
| 950 | ER+ | ER+ | ER+ | 170.900000 | DECEASED | Died of Other Causes | 7 | 3 | 70.84 | l | 5.09000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | YES | YES | IDC | MB-4426 | 3.0 | 45.00 | 2.0 | + | - | + | MB-4426 | 170.900000 | DiseaseFree | Basal | 1 |
| 951 | ER+ | ER+ | ER+ | 148.100000 | DECEASED | Died of Disease | 9 | 3 | 74.84 | r | 5.05000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Her2 | NO | YES | YES | IDC | MB-4434 | 3.0 | 25.00 | 2.0 | + | - | - | MB-4434 | 148.100000 | Recurred/Progressed | Her2 | 1 |
| 952 | ER+ | ER+ | ER+ | 296.866667 | LIVING | Living | 8 | 3 | 47.29 | r | 3.03000 | pos | pre | MASTECTOMY | high | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-4442 | 2.0 | 15.00 | 1.0 | + | - | + | MB-4442 | 296.866667 | DiseaseFree | LumA | 0 |
| 953 | ER+ | ER+ | ER+ | 52.300000 | DECEASED | Died of Disease | 3 | 3 | 66.23 | l | 4.11000 | pos | post | MASTECTOMY | high | NEUT | NaN | Normal | NO | YES | YES | ILC | MB-4484 | 3.0 | 55.00 | NaN | + | - | + | MB-4484 | 52.300000 | Recurred/Progressed | Normal | 0 |
| 954 | ER+ | ER+ | ER+ | 126.466667 | DECEASED | Died of Other Causes | 3 | 3 | 61.21 | l | 2.03000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4529 | 1.0 | 15.00 | 1.0 | + | - | - | MB-4529 | 126.466667 | DiseaseFree | LumA | 0 |
| 955 | HER2+ | HER2+ | ER-/HER2+ | 322.833333 | LIVING | Living | 4ER- | 3 | 50.42 | l | 5.00200 | neg | post | BREAST CONSERVING | moderate | GAIN | NaN | Her2 | YES | NO | YES | IDC | MB-4548 | 3.0 | 1.00 | 2.0 | - | + | - | MB-4548 | 322.833333 | DiseaseFree | Her2 | 1 |
| 956 | ER+ | ER+ | ER+ | 279.800000 | LIVING | Living | 8 | 3 | 51.25 | l | 2.06000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4557 | 1.0 | 30.00 | 2.0 | + | - | + | MB-4557 | 279.800000 | DiseaseFree | LumA | 0 |
| 1321 | ER+ | ER+ | ER+ | 210.433333 | DECEASED | Died of Other Causes | 7 | 3 | 74.67 | r | 6.03600 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4564 | 3.0 | 18.00 | NaN | + | - | + | MB-4564 | 210.433333 | DiseaseFree | LumA | 7 |
| 958 | ER+ | ER+ | ER+ | 197.333333 | DECEASED | Died of Other Causes | 7 | 3 | 72.74 | l | 4.09000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-4578 | 2.0 | 45.00 | 2.0 | + | - | + | MB-4578 | 197.333333 | DiseaseFree | LumA | 1 |
| 959 | ER+ | ER+ | ER+ | 41.166667 | DECEASED | Died of Other Causes | 9 | 3 | 71.93 | r | 4.05000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | NO | YES | IDC | MB-4591 | 3.0 | 25.00 | 2.0 | + | - | + | MB-4591 | 41.166667 | DiseaseFree | LumB | 0 |
| 960 | ER+ | ER+ | ER+ | 140.233333 | LIVING | Living | 8 | 3 | 48.44 | r | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | NaN | LumA | NO | NO | YES | IDC | MB-4593 | 2.0 | 15.00 | 1.0 | + | - | + | MB-4593 | 140.233333 | DiseaseFree | LumA | 0 |
| 1325 | ER+ | ER+ | ER+ | 119.366667 | DECEASED | Died of Disease | 8 | 3 | 67.92 | r | 5.05000 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-4598 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4598 | 119.366667 | Recurred/Progressed | LumB | 6 |
| 962 | ER+ | ER+ | ER+ | 191.166667 | LIVING | Living | 8 | 3 | 63.83 | r | 5.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4599 | 3.0 | 40.00 | 2.0 | + | - | + | MB-4599 | 191.166667 | DiseaseFree | LumA | 3 |
| 963 | HER2+ | HER2+ | ER-/HER2+ | 56.266667 | DECEASED | Died of Disease | 5 | 3 | 39.14 | r | 5.06000 | neg | pre | MASTECTOMY | low | GAIN | NaN | Basal | YES | NO | NO | IDC | MB-4601 | 3.0 | 30.00 | 2.0 | - | + | - | MB-4601 | 56.266667 | Recurred/Progressed | Basal | 2 |
| 964 | ER+ | ER+ | ER+ | 122.800000 | DECEASED | Died of Disease | 1 | 3 | 58.38 | r | 5.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-4602 | 3.0 | 20.00 | 2.0 | + | - | + | MB-4602 | 122.800000 | Recurred/Progressed | LumB | 2 |
| 1329 | ER+ | ER+ | ER+ | 239.233333 | LIVING | Living | 8 | 3 | 42.79 | l | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | NaN | Normal | NO | NO | YES | IDC | MB-4603 | 2.0 | 15.00 | 1.0 | + | - | + | MB-4603 | 239.233333 | DiseaseFree | Normal | 0 |
| 966 | ER+ | ER+ | ER+ | 121.733333 | LIVING | Living | 8 | 3 | 55.42 | l | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumA | NO | NO | YES | IDC | MB-4607 | 2.0 | 15.00 | 1.0 | + | - | - | MB-4607 | 121.733333 | DiseaseFree | LumA | 0 |
| 967 | ER+ | ER+ | ER+ | 90.133333 | DECEASED | Died of Disease | 8 | 3 | 71.47 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4616 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4616 | 90.133333 | Recurred/Progressed | LumA | 0 |
| 968 | ER+ | ER+ | ER+ | 267.400000 | LIVING | Living | 1 | 3 | 40.05 | r | 3.02400 | pos | pre | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4618 | 2.0 | 12.00 | 1.0 | + | - | + | MB-4618 | 267.400000 | DiseaseFree | LumB | 0 |
| 969 | TNBC | TNBC | TNBC | 271.866667 | LIVING | Living | 10 | 3 | 39.51 | r | 6.10600 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-4621 | 3.0 | 53.00 | 3.0 | - | - | - | MB-4621 | 271.866667 | DiseaseFree | Basal | 6 |
| 970 | TNBC | TNBC | TNBC | 282.833333 | DECEASED | Died of Other Causes | 10 | 3 | 40.83 | r | 5.10000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-4622 | 3.0 | 50.00 | 2.0 | - | - | - | MB-4622 | 282.833333 | DiseaseFree | Basal | 2 |
| 971 | ER+ | ER+ | ER+ | 292.033333 | DECEASED | Died of Other Causes | 3 | 3 | 61.88 | l | 5.02000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-4623 | 2.0 | 10.00 | 2.0 | + | - | - | MB-4623 | 292.033333 | DiseaseFree | LumA | 4 |
| 1336 | HER2+ | ER+ | ER+/HER2+ | 143.000000 | DECEASED | Died of Disease | 1 | 3 | 64.61 | l | 4.03000 | pos | post | BREAST CONSERVING | high | GAIN | NaN | Her2 | NO | NO | YES | IDC | MB-4626 | 3.0 | 15.00 | 1.0 | + | + | - | MB-4626 | 143.000000 | Recurred/Progressed | Her2 | 0 |
| 973 | ER+ | ER+ | ER+ | 186.633333 | DECEASED | Died of Other Causes | 3 | 3 | 55.65 | l | 6.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC+ILC | MB-4627 | 3.0 | 20.00 | 2.0 | + | - | + | MB-4627 | 186.633333 | DiseaseFree | LumA | 9 |
| 974 | ER+ | ER+ | ER+ | 95.833333 | DECEASED | Died of Other Causes | 8 | 3 | 67.48 | r | 3.07000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | ILC | MB-4630 | NaN | 35.00 | NaN | + | - | + | MB-4630 | 95.833333 | DiseaseFree | LumB | 0 |
| 975 | ER+ | ER+ | ER+ | 318.200000 | LIVING | Living | 4ER+ | 3 | 67.03 | r | 5.05000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4633 | 3.0 | 25.00 | 2.0 | + | - | + | MB-4633 | 318.200000 | DiseaseFree | LumA | 2 |
| 976 | ER+ | ER+ | ER+ | 109.600000 | DECEASED | Died of Disease | 3 | 3 | 66.37 | l | 5.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-4634 | 3.0 | 15.00 | 2.0 | + | - | + | MB-4634 | 109.600000 | Recurred/Progressed | LumA | 2 |
| 1341 | ER+ | ER+ | ER+ | 119.000000 | DECEASED | Died of Disease | 9 | 3 | 71.17 | l | 4.06000 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4639 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4639 | 119.000000 | Recurred/Progressed | LumB | 0 |
| 978 | TNBC | TNBC | TNBC | 200.600000 | LIVING | Living | 7 | 3 | 61.59 | r | 4.05000 | neg | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | Her2 | NO | NO | YES | IDC | MB-4640 | 3.0 | 25.00 | 2.0 | - | - | - | MB-4640 | 200.600000 | DiseaseFree | Her2 | 0 |
| 979 | ER+ | ER+ | ER+ | 148.566667 | DECEASED | Died of Other Causes | 3 | 3 | 64.93 | l | 5.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4641 | 3.0 | 15.00 | 2.0 | + | - | + | MB-4641 | 148.566667 | DiseaseFree | LumA | 2 |
| 980 | ER+ | ER+ | ER+ | 285.700000 | DECEASED | Died of Disease | 6 | 3 | 66.27 | l | 5.07000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4642 | 3.0 | 35.00 | 2.0 | + | - | + | MB-4642 | 285.700000 | Recurred/Progressed | LumB | 1 |
| 1345 | HER2+ | HER2+ | ER-/HER2+ | 41.466667 | DECEASED | Died of Disease | 5 | 3 | 78.21 | l | 4.03000 | neg | post | MASTECTOMY | low | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-4643 | 3.0 | 15.00 | 1.0 | - | + | - | MB-4643 | 41.466667 | Recurred/Progressed | Her2 | 0 |
| 982 | HER2+ | ER+ | ER+/HER2+ | 90.000000 | DECEASED | Died of Disease | 5 | 3 | 59.13 | l | 4.04600 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-4644 | 2.0 | 23.00 | NaN | + | + | - | MB-4644 | 90.000000 | Recurred/Progressed | LumB | 1 |
| 1347 | ER+ | ER+ | ER+ | 168.533333 | DECEASED | Died of Other Causes | 1 | 3 | 75.19 | l | 4.04000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-4648 | 3.0 | 20.00 | 1.0 | + | - | + | MB-4648 | 168.533333 | DiseaseFree | LumB | 0 |
| 984 | ER+ | ER+ | ER+ | 16.833333 | DECEASED | Died of Other Causes | 3 | 3 | 61.67 | r | 3.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4649 | 2.0 | 25.00 | 2.0 | + | - | - | MB-4649 | 16.833333 | DiseaseFree | LumB | 0 |
| 985 | ER+ | ER+ | ER+ | 30.300000 | DECEASED | Died of Disease | 6 | 3 | 69.96 | l | 3.07000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4651 | 2.0 | 35.00 | 2.0 | + | - | - | MB-4651 | 30.300000 | Recurred/Progressed | LumB | 0 |
| 986 | ER+ | ER+ | ER+ | 48.133333 | DECEASED | Died of Disease | 3 | 3 | 44.50 | l | 4.06200 | pos | pre | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-4653 | 3.0 | 31.00 | 2.0 | + | - | + | MB-4653 | 48.133333 | Recurred/Progressed | Normal | 0 |
| 1351 | ER+ | ER+ | ER+ | 64.300000 | DECEASED | Died of Other Causes | 8 | 3 | 80.82 | r | 4.04000 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4654 | 3.0 | 20.00 | 1.0 | + | - | + | MB-4654 | 64.300000 | DiseaseFree | LumB | 0 |
| 988 | ER+ | ER+ | ER+ | 99.000000 | DECEASED | Died of Other Causes | 3 | 3 | 64.01 | r | 5.03200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4655 | 3.0 | 16.00 | 2.0 | + | - | + | MB-4655 | 99.000000 | DiseaseFree | LumA | 1 |
| 1353 | TNBC | TNBC | TNBC | 39.866667 | DECEASED | Died of Disease | 9 | 3 | 37.53 | r | 6.05600 | neg | pre | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-4660 | 3.0 | 28.00 | 2.0 | - | - | - | MB-4660 | 39.866667 | Recurred/Progressed | Basal | 14 |
| 1354 | ER+ | ER+ | ER+ | 234.233333 | LIVING | Living | 7 | 3 | 81.11 | r | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4661 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4661 | 234.233333 | DiseaseFree | LumA | 0 |
| 1355 | HER2+ | HER2+ | ER-/HER2+ | 239.333333 | LIVING | Living | 10 | 3 | 61.97 | l | 4.08000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Basal | NO | NO | YES | IDC | MB-4663 | 3.0 | 40.00 | 2.0 | - | + | - | MB-4663 | 239.333333 | DiseaseFree | Basal | 0 |
| 1356 | ER+ | ER+ | ER+ | 260.200000 | LIVING | Living | 4ER+ | 3 | 54.27 | r | 4.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4665 | 3.0 | 18.00 | 1.0 | + | - | + | MB-4665 | 260.200000 | DiseaseFree | LumA | 0 |
| 1357 | ER+ | ER+ | ER+ | 111.566667 | DECEASED | Died of Disease | 7 | 3 | 57.98 | r | 6.03000 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4666 | 3.0 | 15.00 | 2.0 | + | - | - | MB-4666 | 111.566667 | Recurred/Progressed | LumA | 9 |
| 1358 | TNBC | TNBC | TNBC | 295.333333 | DECEASED | Died of Other Causes | 4ER- | 3 | 65.58 | l | 4.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Her2 | NO | NO | YES | ILC | MB-4667 | 3.0 | 20.00 | 1.0 | - | - | - | MB-4667 | 295.333333 | DiseaseFree | Her2 | 0 |
| 995 | ER+ | ER+ | ER+ | 119.466667 | DECEASED | Died of Other Causes | 6 | 3 | 68.82 | r | 4.04000 | pos | post | BREAST CONSERVING | low | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4669 | 3.0 | 20.00 | 1.0 | + | - | - | MB-4669 | 119.466667 | DiseaseFree | LumB | 0 |
| 1360 | ER+ | ER+ | ER+ | 67.800000 | DECEASED | Died of Disease | 7 | 3 | 61.00 | r | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4670 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4670 | 67.800000 | Recurred/Progressed | LumA | 0 |
| 1361 | ER+ | ER+ | ER+ | 34.700000 | DECEASED | Died of Disease | 2 | 3 | 72.48 | l | 4.06000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4671 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4671 | 34.700000 | Recurred/Progressed | LumB | 0 |
| 1362 | ER+ | ER+ | ER+ | 220.933333 | DECEASED | Died of Other Causes | 7 | 3 | 58.78 | l | 4.05000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4672 | 3.0 | 25.00 | NaN | + | - | + | MB-4672 | 220.933333 | DiseaseFree | LumA | 0 |
| 1363 | ER+ | ER+ | ER+ | 87.000000 | DECEASED | Died of Disease | 9 | 3 | 63.27 | r | 4.04000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4673 | 2.0 | 20.00 | 3.0 | + | - | - | MB-4673 | 87.000000 | Recurred/Progressed | LumB | 2 |
| 1364 | ER+ | ER+ | ER+ | 81.066667 | DECEASED | Died of Disease | 7 | 3 | 75.26 | r | 4.08000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4674 | 2.0 | 40.00 | 2.0 | + | - | + | MB-4674 | 81.066667 | Recurred/Progressed | LumA | 3 |
| 1365 | ER+ | ER+ | ER+ | 263.033333 | LIVING | Living | 8 | 3 | 59.23 | l | 4.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4675 | 3.0 | 18.00 | 1.0 | + | - | + | MB-4675 | 263.033333 | DiseaseFree | LumA | 0 |
| 1366 | TNBC | TNBC | TNBC | 292.666667 | DECEASED | Died of Other Causes | 10 | 3 | 64.11 | l | 4.03000 | neg | post | MASTECTOMY | low | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC-MED | MB-4679 | 3.0 | 15.00 | 1.0 | - | - | - | MB-4679 | 292.666667 | DiseaseFree | Basal | 0 |
| 1367 | ER+ | ER+ | ER+ | 251.800000 | DECEASED | Died of Disease | 3 | 3 | 60.66 | l | 1.03400 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-4681 | NaN | 17.00 | 1.0 | + | - | - | MB-4681 | 251.800000 | Recurred/Progressed | LumA | 0 |
| 1004 | ER+ | ER+ | ER+ | 139.533333 | DECEASED | Died of Disease | 9 | 3 | 65.50 | l | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4682 | 3.0 | 20.00 | NaN | + | - | + | MB-4682 | 139.533333 | Recurred/Progressed | LumA | 0 |
| 1369 | ER+ | ER+ | ER+ | 43.300000 | DECEASED | Died of Other Causes | 6 | 3 | 73.60 | r | 6.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4685 | 3.0 | 50.00 | 2.0 | + | - | - | MB-4685 | 43.300000 | DiseaseFree | LumB | 8 |
| 1370 | ER+ | ER+ | ER+ | 48.433333 | DECEASED | Died of Disease | 3 | 3 | 53.03 | l | 5.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4686 | 3.0 | 35.00 | 2.0 | + | - | - | MB-4686 | 48.433333 | Recurred/Progressed | LumA | 3 |
| 1007 | ER+ | ER+ | ER+ | 74.100000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 81.98 | r | 5.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4687 | 3.0 | 20.00 | 2.0 | + | - | - | MB-4687 | 74.100000 | DiseaseFree | LumA | 1 |
| 1372 | HER2+ | ER+ | ER+/HER2+ | 85.300000 | DECEASED | Died of Disease | 5 | 3 | 71.17 | l | 5.09000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-4688 | 2.0 | 45.00 | 3.0 | + | + | + | MB-4688 | 85.300000 | Recurred/Progressed | LumB | 9 |
| 1373 | ER+ | ER+ | ER+ | 282.566667 | DECEASED | Died of Disease | 7 | 3 | 49.76 | l | 4.02000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4691 | 3.0 | 10.00 | 1.0 | + | - | - | MB-4691 | 282.566667 | Recurred/Progressed | LumA | 0 |
| 1010 | ER+ | ER+ | ER+ | 107.266667 | DECEASED | Died of Other Causes | 8 | 3 | 58.49 | l | 2.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | OTHER INVASIVE | MB-4692 | 1.0 | 25.00 | NaN | + | - | + | MB-4692 | 107.266667 | DiseaseFree | LumA | 0 |
| 1375 | ER+ | ER+ | ER+ | 198.300000 | LIVING | Living | 10 | 3 | 76.06 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-4694 | 3.0 | 20.00 | 1.0 | + | - | - | MB-4694 | 198.300000 | DiseaseFree | Basal | 0 |
| 1012 | ER+ | ER+ | ER+ | 21.300000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 61.12 | l | 4.10000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-4695 | 2.0 | 50.00 | 2.0 | + | - | - | MB-4695 | 21.300000 | DiseaseFree | Normal | 2 |
| 1377 | TNBC | TNBC | TNBC | 255.266667 | LIVING | Living | 10 | 3 | 49.98 | l | 4.09000 | neg | pre | MASTECTOMY | low | LOSS | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-4696 | 3.0 | 45.00 | NaN | - | - | - | MB-4696 | 255.266667 | DiseaseFree | Basal | 0 |
| 1378 | ER+ | ER+ | ER+ | 118.000000 | DECEASED | Died of Other Causes | 3 | 3 | 79.01 | l | 1.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | NC | NO | NO | NO | ILC | MB-4697 | NaN | 30.00 | NaN | + | - | - | MB-4697 | 118.000000 | DiseaseFree | NC | 0 |
| 1379 | ER+ | ER+ | ER+ | 170.666667 | DECEASED | Died of Disease | 3 | 3 | 59.18 | l | 5.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-4698 | 3.0 | 20.00 | 2.0 | + | - | + | MB-4698 | 170.666667 | Recurred/Progressed | LumA | 1 |
| 1380 | ER+ | ER+ | ER+ | 127.533333 | LIVING | Living | 8 | 3 | 47.62 | l | 4.05000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4701 | 3.0 | 25.00 | 2.0 | + | - | + | MB-4701 | 127.533333 | DiseaseFree | LumA | 0 |
| 1017 | ER+ | ER+ | ER+ | 300.866667 | LIVING | Living | 9 | 3 | 52.13 | r | 4.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4702 | 3.0 | 35.00 | 2.0 | + | - | - | MB-4702 | 300.866667 | DiseaseFree | LumB | 0 |
| 1382 | ER+ | ER+ | ER+ | 64.000000 | DECEASED | Died of Disease | 4ER+ | 3 | 67.79 | r | 4.09800 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4704 | 3.0 | 49.00 | 2.0 | + | - | - | MB-4704 | 64.000000 | Recurred/Progressed | LumA | 0 |
| 1019 | ER+ | ER+ | ER+ | 213.100000 | DECEASED | Died of Other Causes | 3 | 3 | 63.58 | l | 3.05400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4705 | 2.0 | 27.00 | 2.0 | + | - | + | MB-4705 | 213.100000 | DiseaseFree | LumA | 0 |
| 1384 | ER+ | ER+ | ER+ | 55.666667 | DECEASED | Died of Other Causes | 3 | 3 | 75.48 | l | 4.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4706 | 3.0 | 15.00 | 1.0 | + | - | + | MB-4706 | 55.666667 | DiseaseFree | LumA | 0 |
| 1385 | TNBC | TNBC | TNBC | 221.200000 | LIVING | Living | 10 | 3 | 59.85 | r | 4.05400 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-4707 | 3.0 | 27.00 | 2.0 | - | - | - | MB-4707 | 221.200000 | DiseaseFree | Basal | 0 |
| 1386 | ER+ | ER+ | ER+ | 227.900000 | DECEASED | Died of Other Causes | 3 | 3 | 63.03 | r | 4.03600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC+ILC | MB-4708 | 3.0 | 18.00 | 1.0 | + | - | - | MB-4708 | 227.900000 | DiseaseFree | LumA | 0 |
| 1023 | ER+ | ER+ | ER+ | 146.766667 | LIVING | Living | 8 | 3 | 49.02 | l | 3.04000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4709 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4709 | 146.766667 | DiseaseFree | LumA | 0 |
| 1024 | ER+ | ER+ | ER+ | 57.666667 | LIVING | Living | 3 | 3 | 77.12 | l | 4.03800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4710 | 3.0 | 19.00 | 1.0 | + | - | + | MB-4710 | 57.666667 | DiseaseFree | LumA | 0 |
| 1025 | HER2+ | HER2+ | ER-/HER2+ | 31.466667 | DECEASED | Died of Disease | 5 | 3 | 56.07 | l | 6.19800 | neg | post | MASTECTOMY | low | GAIN | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-4711 | 3.0 | 99.00 | 3.0 | - | + | - | MB-4711 | 31.466667 | Recurred/Progressed | Basal | 11 |
| 1026 | ER+ | ER+ | ER+ | 249.533333 | DECEASED | Died of Other Causes | 9 | 3 | 46.59 | r | 4.10000 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Normal | NO | NO | NO | IDC | MB-4712 | 3.0 | 50.00 | 2.0 | + | - | - | MB-4712 | 249.533333 | DiseaseFree | Normal | 0 |
| 1027 | TNBC | TNBC | TNBC | 83.666667 | DECEASED | Died of Other Causes | 10 | 3 | 64.68 | r | 6.00200 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-4714 | 3.0 | 1.00 | 2.0 | - | - | - | MB-4714 | 83.666667 | DiseaseFree | Basal | 11 |
| 1028 | TNBC | TNBC | TNBC | 35.233333 | DECEASED | Died of Disease | 8 | 3 | 67.80 | r | 5.09000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-4715 | 3.0 | 45.00 | 2.0 | - | - | - | MB-4715 | 35.233333 | Recurred/Progressed | Basal | 1 |
| 1029 | ER+ | ER+ | ER+ | 76.133333 | DECEASED | Died of Disease | 3 | 3 | 52.98 | l | 4.05600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | ILC | MB-4716 | 3.0 | 28.00 | 2.0 | + | - | + | MB-4716 | 76.133333 | Recurred/Progressed | LumA | 0 |
| 1030 | TNBC | TNBC | TNBC | 42.900000 | DECEASED | Died of Disease | 10 | 3 | 43.51 | r | 4.05000 | neg | pre | MASTECTOMY | high | LOSS | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-4717 | 3.0 | 25.00 | 2.0 | - | - | - | MB-4717 | 42.900000 | Recurred/Progressed | Basal | 0 |
| 1031 | ER+ | ER+ | ER+ | 198.333333 | DECEASED | Died of Disease | 4ER+ | 3 | 44.27 | r | 2.19800 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | ILC | MB-4718 | 1.0 | 99.00 | 2.0 | + | - | + | MB-4718 | 198.333333 | Recurred/Progressed | Normal | 0 |
| 1032 | ER+ | ER+ | ER+ | 81.566667 | DECEASED | Died of Other Causes | 8 | 3 | 67.27 | r | 5.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4719 | 2.0 | 22.00 | 2.0 | + | - | + | MB-4719 | 81.566667 | DiseaseFree | LumA | 4 |
| 1033 | ER+ | ER+ | ER+ | 23.733333 | DECEASED | Died of Disease | 8 | 3 | 66.39 | l | 4.12000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-4721 | 1.0 | 60.00 | 3.0 | + | - | - | MB-4721 | 23.733333 | Recurred/Progressed | LumA | 5 |
| 1034 | ER+ | ER+ | ER+ | 86.100000 | LIVING | Living | 8 | 3 | 64.02 | l | 3.05000 | NaN | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4722 | NaN | 25.00 | 2.0 | + | - | + | MB-4722 | 86.100000 | DiseaseFree | LumA | 0 |
| 1035 | ER+ | ER+ | ER+ | 211.966667 | LIVING | Living | 1 | 3 | 64.76 | l | 4.03000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4723 | 3.0 | 15.00 | 1.0 | + | - | - | MB-4723 | 211.966667 | DiseaseFree | LumB | 0 |
| 1036 | HER2+ | HER2+ | ER-/HER2+ | 146.066667 | LIVING | Living | 4ER- | 3 | 60.44 | l | 4.04000 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-4724 | 3.0 | 20.00 | 1.0 | - | + | - | MB-4724 | 146.066667 | DiseaseFree | Her2 | 0 |
| 1037 | HER2+ | ER+ | ER+/HER2+ | 98.766667 | DECEASED | Died of Disease | 5 | 3 | 65.83 | l | 5.05200 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-4725 | 3.0 | 26.00 | 2.0 | + | + | + | MB-4725 | 98.766667 | Recurred/Progressed | Her2 | 1 |
| 1038 | HER2+ | ER+ | ER+/HER2+ | 28.000000 | DECEASED | Died of Other Causes | 5 | 3 | 75.41 | r | 5.05000 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumA | NO | YES | YES | IDC | MB-4729 | 3.0 | 25.00 | NaN | + | + | - | MB-4729 | 28.000000 | DiseaseFree | LumA | 1 |
| 1039 | ER+ | ER+ | ER+ | 131.300000 | DECEASED | Died of Other Causes | 8 | 3 | 51.29 | r | 4.13600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4730 | 3.0 | 68.00 | 2.0 | + | - | + | MB-4730 | 131.300000 | DiseaseFree | LumA | 0 |
| 1040 | HER2+ | HER2+ | ER-/HER2+ | 44.866667 | DECEASED | Died of Disease | 5 | 3 | 49.43 | l | 5.12000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-4731 | 3.0 | 60.00 | NaN | - | + | - | MB-4731 | 44.866667 | Recurred/Progressed | Her2 | 1 |
| 1041 | TNBC | TNBC | TNBC | 149.866667 | LIVING | Living | 10 | 3 | 26.72 | l | 5.09000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-4732 | 3.0 | 45.00 | 2.0 | - | - | - | MB-4732 | 149.866667 | DiseaseFree | Basal | 3 |
| 1042 | TNBC | TNBC | TNBC | 19.733333 | DECEASED | Died of Disease | 4ER- | 3 | 56.27 | l | 6.03600 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-4733 | 3.0 | 18.00 | 2.0 | - | - | - | MB-4733 | 19.733333 | Recurred/Progressed | Basal | 4 |
| 1407 | ER+ | ER+ | ER+ | 297.800000 | LIVING | Living | 8 | 3 | 54.18 | l | 3.08000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4735 | 2.0 | 40.00 | 2.0 | + | - | + | MB-4735 | 297.800000 | DiseaseFree | LumA | 0 |
| 1044 | ER+ | ER+ | ER+ | 122.200000 | LIVING | Living | 1 | 3 | 52.29 | l | 5.09200 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4737 | 3.0 | 46.00 | 2.0 | + | - | - | MB-4737 | 122.200000 | DiseaseFree | LumB | 1 |
| 1045 | ER+ | ER+ | ER+ | 176.066667 | LIVING | Living | 3 | 3 | 42.27 | l | 3.04000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC-TUB | MB-4738 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4738 | 176.066667 | DiseaseFree | Normal | 0 |
| 1046 | ER+ | ER+ | ER+ | 161.666667 | DECEASED | Died of Other Causes | 3 | 3 | 56.08 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4739 | 2.0 | 15.00 | 1.0 | + | - | + | MB-4739 | 161.666667 | DiseaseFree | LumA | 0 |
| 1047 | ER+ | ER+ | ER+ | 56.500000 | DECEASED | Died of Disease | 8 | 3 | 53.02 | l | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | ILC | MB-4741 | 2.0 | 20.00 | 2.0 | + | - | - | MB-4741 | 56.500000 | Recurred/Progressed | LumB | 1 |
| 1412 | ER+ | ER+ | ER+ | 83.133333 | DECEASED | Died of Other Causes | 8 | 3 | 76.42 | l | 3.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4742 | NaN | 35.00 | 2.0 | + | - | + | MB-4742 | 83.133333 | DiseaseFree | LumA | 5 |
| 1049 | ER+ | ER+ | ER+ | 230.166667 | LIVING | Living | 4ER+ | 3 | 52.61 | l | 3.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | ILC | MB-4743 | 2.0 | 15.00 | 1.0 | + | - | - | MB-4743 | 230.166667 | DiseaseFree | Normal | 0 |
| 1050 | ER+ | ER+ | ER+ | 153.000000 | DECEASED | Died of Disease | 8 | 3 | 64.21 | r | 5.03200 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-4744 | 3.0 | 16.00 | 2.0 | + | - | + | MB-4744 | 153.000000 | Recurred/Progressed | LumB | 2 |
| 1051 | HER2+ | HER2+ | ER-/HER2+ | 42.666667 | DECEASED | Died of Disease | 5 | 3 | 50.08 | r | 5.07400 | neg | post | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-4745 | 3.0 | 37.00 | 2.0 | - | + | - | MB-4745 | 42.666667 | Recurred/Progressed | Her2 | 1 |
| 1052 | ER+ | ER+ | ER+ | 244.433333 | LIVING | Living | 3 | 3 | 38.10 | r | 5.09000 | neg | pre | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | Normal | YES | NO | NO | IDC | MB-4746 | 3.0 | 45.00 | NaN | + | - | + | MB-4746 | 244.433333 | DiseaseFree | Normal | 3 |
| 1053 | ER+ | ER+ | ER+ | 51.466667 | DECEASED | Died of Other Causes | 8 | 3 | 70.57 | l | 4.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4749 | 3.0 | 22.00 | 2.0 | + | - | + | MB-4749 | 51.466667 | DiseaseFree | LumA | 0 |
| 1054 | ER+ | ER+ | ER+ | 37.733333 | DECEASED | Died of Disease | 8 | 3 | 73.21 | r | 4.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4750 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4750 | 37.733333 | Recurred/Progressed | LumB | 1 |
| 1055 | ER+ | ER+ | ER+ | 125.266667 | DECEASED | Died of Disease | 6 | 3 | 63.70 | r | 4.12000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4752 | 2.0 | 60.00 | 3.0 | + | - | - | MB-4752 | 125.266667 | Recurred/Progressed | LumA | 1 |
| 1056 | TNBC | TNBC | TNBC | 27.400000 | DECEASED | Died of Disease | 10 | 3 | 38.93 | l | 5.02000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-4757 | 3.0 | 10.00 | NaN | - | - | - | MB-4757 | 27.400000 | Recurred/Progressed | Basal | 3 |
| 1057 | TNBC | TNBC | TNBC | 211.933333 | LIVING | Living | 10 | 3 | 45.77 | r | 4.02000 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-4758 | 3.0 | 10.00 | NaN | - | - | - | MB-4758 | 211.933333 | DiseaseFree | Basal | 0 |
| 1058 | ER+ | ER+ | ER+ | 124.800000 | DECEASED | Died of Disease | 4ER+ | 3 | 48.41 | r | 2.03000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4760 | NaN | 15.00 | NaN | + | - | + | MB-4760 | 124.800000 | Recurred/Progressed | LumA | 1 |
| 1059 | ER+ | ER+ | ER+ | 252.100000 | LIVING | Living | 7 | 3 | 67.82 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-4762 | 2.0 | 15.00 | 1.0 | + | - | + | MB-4762 | 252.100000 | DiseaseFree | LumA | 0 |
| 1060 | HER2+ | HER2+ | ER-/HER2+ | 102.100000 | LIVING | Living | 5 | 3 | 44.07 | r | 5.06000 | neg | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-4763 | 3.0 | 30.00 | 2.0 | - | + | - | MB-4763 | 102.100000 | DiseaseFree | Her2 | 1 |
| 1061 | ER+ | ER+ | ER+ | 245.500000 | LIVING | Living | 3 | 3 | 57.95 | l | 4.10000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-4764 | 3.0 | 50.00 | 2.0 | + | - | + | MB-4764 | 245.500000 | DiseaseFree | LumA | 0 |
| 1062 | ER+ | ER+ | ER+ | 47.133333 | DECEASED | Died of Disease | 9 | 3 | 74.86 | l | 5.08000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4767 | 3.0 | 40.00 | 2.0 | + | - | + | MB-4767 | 47.133333 | Recurred/Progressed | LumB | 1 |
| 1063 | TNBC | TNBC | TNBC | 21.700000 | DECEASED | Died of Disease | 1 | 3 | 65.86 | l | 4.07000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-4769 | 3.0 | 35.00 | 2.0 | - | - | - | MB-4769 | 21.700000 | Recurred/Progressed | Basal | 0 |
| 1064 | HER2+ | HER2+ | ER-/HER2+ | 152.066667 | DECEASED | Died of Other Causes | 10 | 3 | 70.22 | l | 4.02600 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | Her2 | NO | NO | NO | IDC | MB-4770 | 3.0 | 13.00 | 1.0 | - | + | - | MB-4770 | 152.066667 | DiseaseFree | Her2 | 0 |
| 1065 | ER+ | ER+ | ER+ | 297.233333 | LIVING | Living | 8 | 3 | 47.86 | l | 3.06000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4771 | 2.0 | 30.00 | 2.0 | + | - | + | MB-4771 | 297.233333 | DiseaseFree | LumA | 0 |
| 1066 | ER+ | ER+ | ER+ | 206.133333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 78.62 | l | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-MUC | MB-4778 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4778 | 206.133333 | DiseaseFree | LumA | 0 |
| 1067 | ER+ | ER+ | ER+ | 101.566667 | LIVING | Living | 3 | 3 | 53.39 | r | 4.02600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4779 | 2.0 | 13.00 | 2.0 | + | - | + | MB-4779 | 101.566667 | DiseaseFree | LumA | 2 |
| 1068 | ER+ | ER+ | ER+ | 251.066667 | LIVING | Living | 4ER+ | 3 | 43.85 | r | 5.00000 | NaN | pre | MASTECTOMY | NaN | NEUT | ER-/HER2- | Normal | NO | NO | NO | IDC+ILC | MB-4782 | 2.0 | NaN | NaN | + | - | + | MB-4782 | 251.066667 | DiseaseFree | Normal | 0 |
| 1069 | ER+ | ER+ | ER+ | 145.733333 | DECEASED | Died of Other Causes | 1 | 3 | 63.35 | r | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-4784 | 3.0 | 20.00 | NaN | + | - | - | MB-4784 | 145.733333 | DiseaseFree | Normal | 0 |
| 1070 | ER+ | ER+ | ER+ | 121.666667 | DECEASED | Died of Disease | 8 | 3 | 75.46 | l | 3.05600 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4785 | 2.0 | 28.00 | 2.0 | + | - | + | MB-4785 | 121.666667 | Recurred/Progressed | LumA | 0 |
| 1071 | ER+ | ER+ | ER+ | 81.066667 | DECEASED | Died of Other Causes | 6 | 3 | 68.85 | r | 3.06000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4787 | 2.0 | 30.00 | 2.0 | + | - | + | MB-4787 | 81.066667 | DiseaseFree | LumA | 0 |
| 1072 | ER+ | ER+ | ER+ | 70.466667 | DECEASED | Died of Disease | 7 | 3 | 43.73 | l | 3.05600 | pos | pre | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4790 | 2.0 | 28.00 | 2.0 | + | - | - | MB-4790 | 70.466667 | Recurred/Progressed | LumA | 0 |
| 1073 | ER+ | ER+ | ER+ | 173.833333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 83.49 | l | 2.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-4791 | 1.0 | 20.00 | 1.0 | + | - | - | MB-4791 | 173.833333 | DiseaseFree | LumB | 0 |
| 1074 | TNBC | TNBC | TNBC | 40.633333 | DECEASED | Died of Disease | 10 | 3 | 49.92 | r | 5.04000 | neg | pre | BREAST CONSERVING | low | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-4792 | 3.0 | 20.00 | 2.0 | - | - | - | MB-4792 | 40.633333 | Recurred/Progressed | Basal | 2 |
| 1075 | TNBC | TNBC | TNBC | 83.366667 | DECEASED | Died of Other Causes | 10 | 3 | 72.49 | l | 4.10000 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | NO | NO | YES | IDC | MB-4793 | 3.0 | 50.00 | 2.0 | - | - | - | MB-4793 | 83.366667 | DiseaseFree | Basal | 0 |
| 1076 | ER+ | ER+ | ER+ | 45.500000 | DECEASED | Died of Other Causes | 7 | 3 | 89.00 | l | 2.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4794 | NaN | 35.00 | 2.0 | + | - | + | MB-4794 | 45.500000 | DiseaseFree | LumA | 3 |
| 1077 | HER2+ | ER+ | ER+/HER2+ | 128.266667 | LIVING | Living | 5 | 3 | 53.18 | r | 3.05000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | NO | NO | IDC | MB-4796 | 2.0 | 25.00 | 2.0 | + | + | - | MB-4796 | 128.266667 | DiseaseFree | LumB | 0 |
| 1078 | ER+ | ER+ | ER+ | 99.366667 | DECEASED | Died of Other Causes | 2 | 3 | 81.06 | r | 3.04000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-4797 | 2.0 | 20.00 | 1.0 | + | - | - | MB-4797 | 99.366667 | DiseaseFree | LumA | 0 |
| 1079 | ER+ | ER+ | ER+ | 257.166667 | LIVING | Living | 3 | 3 | 44.51 | r | 3.05000 | pos | pre | BREAST CONSERVING | high | NEUT | NaN | Normal | NO | NO | YES | IDC | MB-4798 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4798 | 257.166667 | DiseaseFree | Normal | 0 |
| 1080 | ER+ | ER+ | ER+ | 110.933333 | DECEASED | Died of Disease | 6 | 3 | 61.30 | r | 4.05000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4800 | 3.0 | 25.00 | 2.0 | + | - | + | MB-4800 | 110.933333 | Recurred/Progressed | LumA | 0 |
| 1081 | ER+ | ER+ | ER+ | 130.366667 | DECEASED | Died of Other Causes | 8 | 3 | 65.83 | l | 6.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-4801 | 3.0 | 35.00 | 2.0 | + | - | + | MB-4801 | 130.366667 | DiseaseFree | LumA | 7 |
| 1082 | ER+ | ER+ | ER+ | 43.900000 | DECEASED | Died of Disease | 8 | 3 | 71.67 | r | 3.08000 | NaN | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | ILC | MB-4802 | 2.0 | 40.00 | 2.0 | + | - | - | MB-4802 | 43.900000 | Recurred/Progressed | LumB | 0 |
| 1083 | ER+ | ER+ | ER+ | 129.800000 | DECEASED | Died of Disease | 7 | 3 | 45.39 | l | 4.07000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4805 | 3.0 | 35.00 | 2.0 | + | - | + | MB-4805 | 129.800000 | Recurred/Progressed | LumA | 0 |
| 1084 | ER+ | ER+ | ER+ | 201.766667 | DECEASED | Died of Other Causes | 3 | 3 | 49.77 | l | 4.02000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4806 | 2.0 | 10.00 | 2.0 | + | - | + | MB-4806 | 201.766667 | DiseaseFree | LumA | 1 |
| 1085 | ER+ | ER+ | ER+ | 286.066667 | LIVING | Living | 10 | 3 | 43.77 | l | 4.02800 | neg | pre | MASTECTOMY | high | GAIN | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-4809 | 3.0 | 14.00 | 1.0 | + | - | - | MB-4809 | 286.066667 | DiseaseFree | Basal | 0 |
| 1086 | ER+ | ER+ | ER+ | 73.466667 | DECEASED | Died of Disease | 4ER+ | 3 | 39.92 | r | 3.10000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-4814 | 2.0 | 50.00 | 2.0 | + | - | + | MB-4814 | 73.466667 | Recurred/Progressed | Normal | 0 |
| 1087 | ER+ | ER+ | ER+ | 76.233333 | DECEASED | Died of Other Causes | 3 | 3 | 75.74 | l | 4.11400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-4818 | 2.0 | 57.00 | 3.0 | + | - | - | MB-4818 | 76.233333 | DiseaseFree | LumB | 1 |
| 1088 | ER+ | ER+ | ER+ | 57.300000 | DECEASED | Died of Disease | 2 | 3 | 67.19 | l | 2.03200 | pos | post | NaN | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4820 | NaN | 16.00 | NaN | + | - | + | MB-4820 | 57.300000 | Recurred/Progressed | LumA | 2 |
| 1089 | ER+ | ER+ | ER+ | 91.633333 | DECEASED | Died of Disease | 4ER+ | 3 | 76.88 | l | 3.02000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4822 | 2.0 | 10.00 | 1.0 | + | - | + | MB-4822 | 91.633333 | Recurred/Progressed | LumA | 0 |
| 1090 | HER2+ | HER2+ | ER-/HER2+ | 282.300000 | DECEASED | Died of Other Causes | 5 | 3 | 64.15 | l | 3.00200 | pos | post | MASTECTOMY | NaN | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-4823 | 2.0 | 1.00 | 1.0 | - | + | - | MB-4823 | 282.300000 | DiseaseFree | Her2 | 0 |
| 1455 | ER+ | ER+ | ER+ | 214.433333 | DECEASED | Died of Other Causes | 8 | 3 | 65.93 | l | 3.02000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4825 | 2.0 | 10.00 | 1.0 | + | - | + | MB-4825 | 214.433333 | DiseaseFree | LumA | 0 |
| 1092 | ER+ | ER+ | ER+ | 45.700000 | DECEASED | Died of Other Causes | 3 | 3 | 78.54 | l | 3.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4827 | 2.0 | 22.00 | 2.0 | + | - | - | MB-4827 | 45.700000 | DiseaseFree | LumA | 0 |
| 1457 | ER+ | ER+ | ER+ | 42.500000 | DECEASED | Died of Disease | 1 | 3 | 78.87 | l | 5.16000 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | LumB | NO | YES | YES | ILC | MB-4828 | 3.0 | 80.00 | 3.0 | + | - | - | MB-4828 | 42.500000 | Recurred/Progressed | LumB | 2 |
| 1094 | ER+ | ER+ | ER+ | 176.266667 | DECEASED | Died of Other Causes | 7 | 3 | 83.27 | l | 2.02000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4829 | NaN | 10.00 | 2.0 | + | - | - | MB-4829 | 176.266667 | DiseaseFree | LumB | 1 |
| 1095 | ER+ | ER+ | ER+ | 141.733333 | DECEASED | Died of Disease | 3 | 3 | 45.44 | l | 2.02200 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4832 | 1.0 | 11.00 | 1.0 | + | - | + | MB-4832 | 141.733333 | Recurred/Progressed | LumA | 0 |
| 1096 | ER+ | ER+ | ER+ | 36.166667 | DECEASED | Died of Disease | 1 | 3 | 49.61 | l | 5.05000 | pos | pre | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4834 | 3.0 | 25.00 | NaN | + | - | - | MB-4834 | 36.166667 | Recurred/Progressed | LumB | 2 |
| 1097 | ER+ | ER+ | ER+ | 23.433333 | DECEASED | Died of Disease | 4ER+ | 3 | 55.66 | l | 4.03200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | YES | IDC | MB-4836 | 3.0 | 16.00 | NaN | + | - | + | MB-4836 | 23.433333 | Recurred/Progressed | Her2 | 0 |
| 1098 | ER+ | ER+ | ER+ | 200.766667 | DECEASED | Died of Other Causes | 8 | 3 | 74.39 | r | 3.19800 | pos | post | BREAST CONSERVING | high | GAIN | NaN | LumB | NO | YES | YES | IDC | MB-4838 | 2.0 | 99.00 | 3.0 | + | - | - | MB-4838 | 200.766667 | DiseaseFree | LumB | 0 |
| 1099 | ER+ | ER+ | ER+ | 299.400000 | LIVING | Living | 3 | 3 | 67.26 | l | 1.02400 | NaN | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-4839 | NaN | 12.00 | NaN | + | - | + | MB-4839 | 299.400000 | DiseaseFree | LumB | 0 |
| 1100 | ER+ | ER+ | ER+ | 265.133333 | LIVING | Living | 8 | 3 | 54.35 | l | 2.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4843 | NaN | 30.00 | 2.0 | + | - | + | MB-4843 | 265.133333 | DiseaseFree | LumA | 0 |
| 1101 | ER+ | ER+ | ER+ | 25.466667 | DECEASED | Died of Disease | 8 | 3 | 86.75 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-4845 | NaN | 20.00 | 2.0 | + | - | + | MB-4845 | 25.466667 | Recurred/Progressed | LumA | 19 |
| 1102 | HER2+ | ER+ | ER+/HER2+ | 101.633333 | DECEASED | Died of Disease | 5 | 3 | 63.07 | r | 3.05000 | pos | post | BREAST CONSERVING | low | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-4846 | 2.0 | 25.00 | 2.0 | + | + | + | MB-4846 | 101.633333 | Recurred/Progressed | LumB | 0 |
| 1103 | ER+ | ER+ | ER+ | 45.333333 | DECEASED | Died of Disease | 8 | 3 | 81.52 | l | 4.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4849 | 3.0 | 30.00 | 2.0 | + | - | - | MB-4849 | 45.333333 | Recurred/Progressed | LumA | 0 |
| 1104 | ER+ | ER+ | ER+ | 90.266667 | DECEASED | Died of Disease | 2 | 3 | 73.95 | r | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4851 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4851 | 90.266667 | Recurred/Progressed | LumA | 1 |
| 1105 | ER+ | ER+ | ER+ | 265.933333 | LIVING | Living | 8 | 3 | 62.35 | l | 3.03200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC+ILC | MB-4853 | NaN | 16.00 | 1.0 | + | - | + | MB-4853 | 265.933333 | DiseaseFree | LumA | 0 |
| 1106 | ER+ | ER+ | ER+ | 41.466667 | DECEASED | Died of Other Causes | 7 | 3 | 74.80 | l | 5.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4855 | 3.0 | 30.00 | NaN | + | - | + | MB-4855 | 41.466667 | DiseaseFree | LumA | 2 |
| 1107 | HER2+ | ER+ | ER+/HER2+ | 129.333333 | DECEASED | Died of Other Causes | 5 | 3 | 74.56 | r | 4.03000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumA | NO | NO | NO | IDC | MB-4858 | 3.0 | 15.00 | NaN | + | + | - | MB-4858 | 129.333333 | DiseaseFree | LumA | 0 |
| 1108 | TNBC | TNBC | TNBC | 157.800000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 74.29 | r | 3.03400 | pos | post | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-4859 | 2.0 | 17.00 | 1.0 | - | - | - | MB-4859 | 157.800000 | DiseaseFree | Normal | 0 |
| 1109 | ER+ | ER+ | ER+ | 234.600000 | LIVING | Living | 3 | 3 | 44.95 | r | 3.02000 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | ILC | MB-4860 | 2.0 | 10.00 | 1.0 | + | - | + | MB-4860 | 234.600000 | DiseaseFree | LumA | 0 |
| 1110 | ER+ | ER+ | ER+ | 187.300000 | LIVING | Living | 1 | 3 | 64.32 | l | 4.04600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4862 | 3.0 | 23.00 | 2.0 | + | - | + | MB-4862 | 187.300000 | DiseaseFree | LumB | 0 |
| 1111 | TNBC | TNBC | TNBC | 229.900000 | LIVING | Living | 10 | 3 | 50.70 | r | 4.07000 | neg | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-4865 | 3.0 | 35.00 | 2.0 | - | - | - | MB-4865 | 229.900000 | DiseaseFree | Basal | 0 |
| 1112 | ER+ | ER+ | ER+ | 224.300000 | LIVING | Living | 4ER+ | 3 | 43.86 | r | 2.04000 | pos | pre | MASTECTOMY | high | GAIN | HER2+ | LumA | NO | NO | NO | IDC | MB-4866 | 1.0 | 20.00 | 1.0 | + | - | + | MB-4866 | 224.300000 | DiseaseFree | LumA | 0 |
| 1113 | ER+ | ER+ | ER+ | 221.900000 | LIVING | Living | 3 | 3 | 47.03 | l | 3.05000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4867 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4867 | 221.900000 | DiseaseFree | LumA | 0 |
| 1114 | ER+ | ER+ | ER+ | 29.300000 | DECEASED | Died of Disease | 8 | 3 | 67.12 | l | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4869 | 2.0 | 30.00 | 2.0 | + | - | + | MB-4869 | 29.300000 | Recurred/Progressed | LumA | 2 |
| 1115 | ER+ | ER+ | ER+ | 229.066667 | LIVING | Living | 3 | 3 | 57.33 | r | 2.05000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4870 | 1.0 | 25.00 | 2.0 | + | - | + | MB-4870 | 229.066667 | DiseaseFree | LumA | 0 |
| 1116 | HER2+ | HER2+ | ER-/HER2+ | 39.800000 | DECEASED | Died of Disease | 5 | 3 | 74.53 | l | 3.08000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Normal | NO | NO | NO | IDC | MB-4871 | 2.0 | 40.00 | 2.0 | - | + | - | MB-4871 | 39.800000 | Recurred/Progressed | Normal | 0 |
| 1117 | ER+ | ER+ | ER+ | 157.100000 | LIVING | Living | 3 | 3 | 58.69 | r | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4872 | 2.0 | 20.00 | NaN | + | - | + | MB-4872 | 157.100000 | DiseaseFree | LumA | 1 |
| 1118 | ER+ | ER+ | ER+ | 117.666667 | DECEASED | Died of Disease | 8 | 3 | 64.47 | r | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-4873 | 2.0 | 30.00 | 3.0 | + | - | + | MB-4873 | 117.666667 | Recurred/Progressed | LumB | 14 |
| 1119 | ER+ | ER+ | ER+ | 150.600000 | DECEASED | Died of Disease | 4ER+ | 3 | 42.45 | l | 3.05600 | pos | pre | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-4876 | 2.0 | 28.00 | 2.0 | + | - | - | MB-4876 | 150.600000 | Recurred/Progressed | Basal | 0 |
| 1120 | HER2+ | ER+ | ER+/HER2+ | 22.466667 | DECEASED | Died of Disease | 5 | 3 | 79.35 | l | 3.05000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumA | NO | NO | NO | IDC | MB-4878 | 2.0 | 25.00 | 2.0 | + | + | - | MB-4878 | 22.466667 | Recurred/Progressed | LumA | 0 |
| 1121 | HER2+ | HER2+ | ER-/HER2+ | 79.966667 | DECEASED | Died of Other Causes | 5 | 3 | 49.34 | r | 4.03600 | NaN | pre | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-4879 | 3.0 | 18.00 | 1.0 | - | + | - | MB-4879 | 79.966667 | DiseaseFree | Her2 | 0 |
| 1122 | TNBC | TNBC | TNBC | 210.966667 | LIVING | Living | 9 | 3 | 69.68 | r | 4.05400 | NaN | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC+ILC | MB-4880 | 3.0 | 27.00 | 2.0 | - | - | - | MB-4880 | 210.966667 | DiseaseFree | Basal | 0 |
| 1123 | TNBC | TNBC | TNBC | 274.200000 | LIVING | Living | 10 | 3 | 37.05 | l | 4.07000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-4881 | 3.0 | 35.00 | NaN | - | - | - | MB-4881 | 274.200000 | DiseaseFree | Basal | 0 |
| 1488 | ER+ | ER+ | ER+ | 266.100000 | DECEASED | Died of Other Causes | 3 | 3 | 76.71 | r | 2.01400 | NaN | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-4882 | 1.0 | 7.00 | 1.0 | + | - | + | MB-4882 | 266.100000 | DiseaseFree | LumA | 0 |
| 1125 | ER+ | ER+ | ER+ | 268.900000 | LIVING | Living | 7 | 3 | 57.93 | r | 3.04000 | NaN | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4883 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4883 | 268.900000 | DiseaseFree | LumA | 0 |
| 1126 | HER2+ | HER2+ | ER-/HER2+ | 48.166667 | DECEASED | Died of Disease | 5 | 3 | 43.42 | r | 5.09000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-4886 | 3.0 | 45.00 | 2.0 | - | + | - | MB-4886 | 48.166667 | Recurred/Progressed | Her2 | 1 |
| 1127 | ER+ | ER+ | ER+ | 35.400000 | DECEASED | Died of Disease | 4ER+ | 3 | 52.09 | r | 5.06600 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-4887 | 3.0 | 33.00 | 2.0 | + | - | - | MB-4887 | 35.400000 | Recurred/Progressed | Normal | 3 |
| 1128 | TNBC | TNBC | TNBC | 230.500000 | LIVING | Living | 4ER- | 3 | 63.95 | r | 4.03200 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-4888 | 3.0 | 16.00 | 1.0 | - | - | - | MB-4888 | 230.500000 | DiseaseFree | Basal | 0 |
| 1129 | TNBC | TNBC | TNBC | 176.700000 | LIVING | Living | 10 | 3 | 33.04 | l | 5.04000 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | YES | NO | NO | IDC | MB-4893 | 3.0 | 20.00 | 2.0 | - | - | - | MB-4893 | 176.700000 | DiseaseFree | Basal | 3 |
| 1130 | ER+ | ER+ | ER+ | 232.400000 | LIVING | Living | 8 | 3 | 47.71 | l | 4.07000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4894 | 3.0 | 35.00 | 2.0 | + | - | + | MB-4894 | 232.400000 | DiseaseFree | LumA | 0 |
| 1131 | HER2+ | HER2+ | ER-/HER2+ | 64.866667 | DECEASED | Died of Disease | 5 | 3 | 41.53 | l | 4.06000 | neg | pre | MASTECTOMY | low | GAIN | HER2+ | Basal | NO | NO | NO | IDC | MB-4896 | 3.0 | 30.00 | 2.0 | - | + | - | MB-4896 | 64.866667 | Recurred/Progressed | Basal | 0 |
| 1132 | ER+ | ER+ | ER+ | 197.433333 | LIVING | Living | 4ER+ | 3 | 40.04 | l | 2.00200 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC-TUB | MB-4897 | 1.0 | 1.00 | 1.0 | + | - | + | MB-4897 | 197.433333 | DiseaseFree | Normal | 0 |
| 1133 | ER+ | ER+ | ER+ | 117.900000 | DECEASED | Died of Disease | 7 | 3 | 63.63 | l | 3.02000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4898 | 2.0 | 10.00 | NaN | + | - | + | MB-4898 | 117.900000 | Recurred/Progressed | LumA | 0 |
| 1134 | ER+ | ER+ | ER+ | 275.733333 | LIVING | Living | 3 | 3 | 40.25 | l | 3.04000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4899 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4899 | 275.733333 | DiseaseFree | LumA | 0 |
| 1135 | ER+ | ER+ | ER+ | 224.600000 | LIVING | Living | 6 | 3 | 47.61 | l | 3.03600 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4900 | 2.0 | 18.00 | 1.0 | + | - | - | MB-4900 | 224.600000 | DiseaseFree | LumB | 0 |
| 1136 | TNBC | TNBC | TNBC | 129.233333 | DECEASED | Died of Other Causes | 5 | 3 | 64.30 | r | 5.00000 | neg | post | NaN | moderate | GAIN | HER2+ | claudin-low | YES | NO | YES | IDC | MB-4904 | 3.0 | NaN | 3.0 | - | - | - | MB-4904 | 129.233333 | DiseaseFree | Her2 | 1 |
| 1137 | ER+ | ER+ | ER+ | 233.866667 | DECEASED | Died of Other Causes | 9 | 3 | 73.03 | r | 3.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4906 | 1.0 | 26.00 | 2.0 | + | - | + | MB-4906 | 233.866667 | DiseaseFree | LumA | 2 |
| 774 | HER2+ | ER+ | ER+/HER2+ | 47.900000 | DECEASED | Died of Disease | 5 | 3 | 69.87 | l | 5.08000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-4908 | 3.0 | 40.00 | 2.0 | + | + | + | MB-4908 | 47.900000 | Recurred/Progressed | LumB | 3 |
| 775 | TNBC | TNBC | TNBC | 31.433333 | DECEASED | Died of Disease | 10 | 3 | 43.51 | l | 5.03000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-4911 | 3.0 | 15.00 | 2.0 | - | - | - | MB-4911 | 31.433333 | Recurred/Progressed | Basal | 2 |
| 776 | ER+ | ER+ | ER+ | 50.000000 | DECEASED | Died of Disease | 8 | 3 | 78.19 | r | 4.05600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4912 | 2.0 | 28.00 | 2.0 | + | - | + | MB-4912 | 50.000000 | Recurred/Progressed | LumB | 3 |
| 1141 | ER+ | ER+ | ER+ | 102.766667 | DECEASED | Died of Other Causes | 7 | 3 | 76.54 | l | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | YES | NO | IDC | MB-4925 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4925 | 102.766667 | DiseaseFree | LumB | 1 |
| 778 | TNBC | TNBC | TNBC | 220.033333 | LIVING | Living | 5 | 3 | 75.20 | r | 5.04400 | pos | post | MASTECTOMY | moderate | GAIN | NaN | Her2 | NO | YES | NO | IDC | MB-4928 | 3.0 | 22.00 | 2.0 | - | - | - | MB-4928 | 220.033333 | DiseaseFree | Her2 | 1 |
| 779 | HER2+ | HER2+ | ER-/HER2+ | 40.000000 | DECEASED | Died of Disease | 5 | 3 | 59.49 | r | 6.05200 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | YES | ILC | MB-4929 | 3.0 | 26.00 | 2.0 | - | + | - | MB-4929 | 40.000000 | Recurred/Progressed | Her2 | 6 |
| 780 | HER2+ | ER+ | ER+/HER2+ | 58.433333 | LIVING | Living | 9 | 3 | 62.43 | l | 5.06000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-4930 | 3.0 | 30.00 | 2.0 | + | + | - | MB-4930 | 58.433333 | DiseaseFree | LumB | 2 |
| 1145 | TNBC | TNBC | TNBC | 30.366667 | DECEASED | Died of Disease | 10 | 3 | 58.39 | l | 4.06000 | neg | post | MASTECTOMY | high | NEUT | NaN | claudin-low | NO | YES | NO | IDC | MB-4931 | 3.0 | 30.00 | 2.0 | - | - | - | MB-4931 | 30.366667 | Recurred/Progressed | Basal | 0 |
| 782 | ER+ | ER+ | ER+ | 272.900000 | LIVING | Living | 4ER+ | 3 | 50.78 | r | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-4933 | 2.0 | 30.00 | 2.0 | + | - | - | MB-4933 | 272.900000 | DiseaseFree | LumA | 0 |
| 783 | ER+ | ER+ | ER+ | 70.233333 | LIVING | Living | 7 | 3 | 74.85 | r | 5.05600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4934 | 2.0 | 28.00 | 2.0 | + | - | + | MB-4934 | 70.233333 | DiseaseFree | LumB | 4 |
| 784 | HER2+ | HER2+ | ER-/HER2+ | 194.200000 | LIVING | Living | 5 | 3 | 36.35 | l | 5.04600 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | YES | NO | IDC | MB-4935 | 3.0 | 23.00 | 2.0 | - | + | - | MB-4935 | 194.200000 | DiseaseFree | Her2 | 3 |
| 1149 | ER+ | ER+ | ER+ | 77.233333 | DECEASED | Died of Disease | 6 | 3 | 41.09 | r | 4.04000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-4937 | 3.0 | 20.00 | 1.0 | + | - | + | MB-4937 | 77.233333 | Recurred/Progressed | LumB | 0 |
| 786 | TNBC | TNBC | TNBC | 70.600000 | DECEASED | Died of Disease | 10 | 3 | 33.92 | l | 4.05000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-4938 | 2.0 | 25.00 | 2.0 | - | - | - | MB-4938 | 70.600000 | Recurred/Progressed | Basal | 1 |
| 787 | ER+ | ER+ | ER+ | 58.633333 | DECEASED | Died of Disease | 4ER+ | 3 | 57.32 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4941 | 2.0 | 20.00 | 1.0 | + | - | + | MB-4941 | 58.633333 | Recurred/Progressed | LumA | 0 |
| 788 | TNBC | TNBC | TNBC | 124.133333 | DECEASED | Died of Other Causes | 10 | 3 | 60.31 | r | 4.05400 | neg | post | BREAST CONSERVING | low | GAIN | ER-/HER2- | claudin-low | NO | NO | YES | IDC-MED | MB-4942 | 3.0 | 27.00 | 2.0 | - | - | - | MB-4942 | 124.133333 | DiseaseFree | Basal | 0 |
| 789 | ER+ | ER+ | ER+ | 237.266667 | DECEASED | Died of Other Causes | 2 | 3 | 77.77 | l | 3.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4944 | 2.0 | 18.00 | 1.0 | + | - | + | MB-4944 | 237.266667 | DiseaseFree | LumB | 0 |
| 790 | TNBC | TNBC | TNBC | 20.133333 | DECEASED | Died of Disease | 9 | 3 | 65.53 | r | 5.03800 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-4945 | 3.0 | 19.00 | NaN | - | - | - | MB-4945 | 20.133333 | Recurred/Progressed | Basal | 1 |
| 791 | ER+ | ER+ | ER+ | 216.966667 | LIVING | Living | 1 | 3 | 69.75 | l | 4.04400 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumB | NO | NO | NO | IDC | MB-4949 | 3.0 | 22.00 | 2.0 | + | - | - | MB-4949 | 216.966667 | DiseaseFree | LumB | 0 |
| 792 | ER+ | ER+ | ER+ | 150.600000 | DECEASED | Died of Disease | 3 | 3 | 69.99 | l | 6.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4950 | 3.0 | 30.00 | 2.0 | + | - | + | MB-4950 | 150.600000 | Recurred/Progressed | LumA | 12 |
| 1157 | HER2+ | HER2+ | ER-/HER2+ | 184.400000 | LIVING | Living | 4ER- | 3 | 67.15 | l | 4.04200 | neg | post | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-4952 | 3.0 | 21.00 | 2.0 | - | + | - | MB-4952 | 184.400000 | DiseaseFree | Her2 | 0 |
| 1158 | ER+ | ER+ | ER+ | 69.300000 | DECEASED | Died of Disease | 1 | 3 | 69.31 | l | 6.12000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-4956 | 3.0 | 60.00 | 3.0 | + | - | - | MB-4956 | 69.300000 | Recurred/Progressed | LumB | 4 |
| 1159 | ER+ | ER+ | ER+ | 197.666667 | DECEASED | Died of Disease | 7 | 3 | 70.38 | r | 3.04000 | NaN | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | NO | YES | IDC | MB-4957 | 2.0 | 20.00 | 1.0 | + | - | - | MB-4957 | 197.666667 | Recurred/Progressed | LumB | 0 |
| 1524 | ER+ | ER+ | ER+ | 117.566667 | DECEASED | Died of Disease | 3 | 3 | 76.93 | l | 2.02600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4959 | 1.0 | 13.00 | 1.0 | + | - | + | MB-4959 | 117.566667 | Recurred/Progressed | LumA | 0 |
| 1161 | ER+ | ER+ | ER+ | 219.466667 | LIVING | Living | 8 | 3 | 56.94 | r | 3.05000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4961 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4961 | 219.466667 | DiseaseFree | LumA | 0 |
| 1162 | ER+ | ER+ | ER+ | 197.833333 | DECEASED | Died of Disease | 8 | 3 | 72.44 | l | 4.02800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4962 | 2.0 | 14.00 | NaN | + | - | + | MB-4962 | 197.833333 | Recurred/Progressed | LumA | 2 |
| 1163 | ER+ | ER+ | ER+ | 263.600000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 69.93 | l | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-4965 | 2.0 | 30.00 | 2.0 | + | - | + | MB-4965 | 263.600000 | DiseaseFree | LumA | 0 |
| 1164 | ER+ | ER+ | ER+ | 49.300000 | DECEASED | Died of Disease | 3 | 3 | 55.83 | l | 4.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | ILC | MB-4966 | 1.0 | 50.00 | 2.0 | + | - | + | MB-4966 | 49.300000 | Recurred/Progressed | LumB | 6 |
| 1165 | ER+ | ER+ | ER+ | 130.700000 | DECEASED | Died of Other Causes | 3 | 3 | 61.16 | r | 4.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4967 | 2.0 | 15.00 | 2.0 | + | - | + | MB-4967 | 130.700000 | DiseaseFree | LumA | 1 |
| 802 | ER+ | ER+ | ER+ | 78.700000 | LIVING | Living | 4ER+ | 3 | 56.03 | l | 5.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-4968 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4968 | 78.700000 | DiseaseFree | LumA | 5 |
| 1167 | ER+ | ER+ | ER+ | 198.100000 | DECEASED | Died of Other Causes | 7 | 3 | 76.81 | r | 3.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-4969 | 2.0 | 25.00 | 2.0 | + | - | + | MB-4969 | 198.100000 | DiseaseFree | LumA | 0 |
| 1168 | ER+ | ER+ | ER+ | 88.800000 | DECEASED | Died of Disease | 8 | 3 | 77.45 | l | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-4970 | 2.0 | 30.00 | NaN | + | - | + | MB-4970 | 88.800000 | Recurred/Progressed | LumB | 0 |
| 805 | TNBC | TNBC | TNBC | 176.100000 | DECEASED | Died of Other Causes | 10 | 3 | 65.16 | l | 4.03600 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-4974 | 3.0 | 18.00 | 1.0 | - | - | - | MB-4974 | 176.100000 | DiseaseFree | Basal | 0 |
| 806 | ER+ | ER+ | ER+ | 224.100000 | DECEASED | Died of Other Causes | 8 | 3 | 73.65 | r | 3.04000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | YES | NO | IDC | MB-4976 | 1.0 | 20.00 | NaN | + | - | + | MB-4976 | 224.100000 | DiseaseFree | LumA | 3 |
| 807 | ER+ | ER+ | ER+ | 216.733333 | DECEASED | Died of Disease | 8 | 3 | 72.54 | r | 6.04400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-4977 | 3.0 | 22.00 | NaN | + | - | + | MB-4977 | 216.733333 | Recurred/Progressed | LumA | 5 |
| 808 | ER+ | ER+ | ER+ | 198.433333 | LIVING | Living | 3 | 3 | 58.89 | l | 2.04000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-4978 | NaN | 20.00 | 1.0 | + | - | - | MB-4978 | 198.433333 | DiseaseFree | Normal | 0 |
| 1173 | ER+ | ER+ | ER+ | 180.766667 | DECEASED | Died of Disease | 3 | 3 | 69.67 | l | 6.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4981 | 3.0 | 30.00 | NaN | + | - | + | MB-4981 | 180.766667 | Recurred/Progressed | LumA | 4 |
| 810 | TNBC | TNBC | TNBC | 19.166667 | DECEASED | Died of Disease | 4ER+ | 3 | 62.99 | r | 6.03400 | pos | post | MASTECTOMY | moderate | GAIN | ER-/HER2- | Her2 | NO | YES | YES | IDC | MB-4982 | 3.0 | 17.00 | NaN | - | - | - | MB-4982 | 19.166667 | Recurred/Progressed | Her2 | 5 |
| 1175 | ER+ | ER+ | ER+ | 79.800000 | DECEASED | Died of Disease | 9 | 3 | 41.00 | r | 3.10000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-4986 | 2.0 | 50.00 | 2.0 | + | - | - | MB-4986 | 79.800000 | Recurred/Progressed | LumA | 0 |
| 1540 | ER+ | ER+ | ER+ | 221.766667 | DECEASED | Died of Other Causes | 8 | 3 | 76.37 | r | 3.04000 | neg | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-4987 | 2.0 | 20.00 | 1.0 | + | - | - | MB-4987 | 221.766667 | DiseaseFree | LumA | 0 |
| 813 | ER+ | ER+ | ER+ | 126.866667 | LIVING | Living | 6 | 3 | 77.13 | r | 5.08000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-4991 | 3.0 | 40.00 | 2.0 | + | - | - | MB-4991 | 126.866667 | DiseaseFree | LumB | 1 |
| 1178 | TNBC | TNBC | TNBC | 165.366667 | LIVING | Living | 3 | 3 | 66.47 | l | 3.06600 | neg | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-4992 | 2.0 | 33.00 | 2.0 | - | - | - | MB-4992 | 165.366667 | DiseaseFree | LumA | 0 |
| 1179 | TNBC | TNBC | TNBC | 75.233333 | DECEASED | Died of Disease | 4ER- | 3 | 33.55 | l | 6.10000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Her2 | YES | NO | YES | IDC | MB-4993 | 3.0 | 50.00 | 2.0 | - | - | - | MB-4993 | 75.233333 | Recurred/Progressed | Her2 | 4 |
| 1180 | ER+ | ER+ | ER+ | 174.133333 | DECEASED | Died of Other Causes | 8 | 3 | 77.54 | l | 3.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-4994 | 2.0 | 22.00 | 2.0 | + | - | + | MB-4994 | 174.133333 | DiseaseFree | LumB | 0 |
| 1545 | ER+ | ER+ | ER+ | 99.766667 | DECEASED | Died of Other Causes | 7 | 3 | 69.65 | r | 3.03600 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-4996 | 1.0 | 18.00 | 2.0 | + | - | + | MB-4996 | 99.766667 | DiseaseFree | LumA | 1 |
| 1182 | ER+ | ER+ | ER+ | 65.566667 | DECEASED | Died of Disease | 8 | 3 | 75.27 | l | 6.06400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | ILC | MB-4998 | 3.0 | 32.00 | 2.0 | + | - | - | MB-4998 | 65.566667 | Recurred/Progressed | LumB | 6 |
| 1183 | ER+ | ER+ | ER+ | 187.933333 | LIVING | Living | 7 | 3 | 44.84 | r | 3.06000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-4999 | 2.0 | 30.00 | 2.0 | + | - | + | MB-4999 | 187.933333 | DiseaseFree | LumA | 0 |
| 1184 | ER+ | ER+ | ER+ | 81.800000 | DECEASED | Died of Disease | 4ER+ | 3 | 71.61 | l | 4.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5001 | 2.0 | 21.00 | 2.0 | + | - | - | MB-5001 | 81.800000 | Recurred/Progressed | LumA | 1 |
| 1185 | ER+ | ER+ | ER+ | 216.733333 | LIVING | Living | 4ER- | 3 | 42.84 | l | 5.07400 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Her2 | YES | NO | YES | IDC | MB-5004 | 3.0 | 37.00 | 2.0 | + | - | - | MB-5004 | 216.733333 | DiseaseFree | Her2 | 2 |
| 1186 | TNBC | TNBC | TNBC | 223.300000 | LIVING | Living | 10 | 3 | 65.76 | l | 5.12000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Her2 | YES | NO | YES | IDC | MB-5008 | 3.0 | 60.00 | 3.0 | - | - | - | MB-5008 | 223.300000 | DiseaseFree | Her2 | 2 |
| 1551 | ER+ | ER+ | ER+ | 80.500000 | DECEASED | Died of Other Causes | 3 | 3 | 67.68 | r | 3.04600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5011 | 2.0 | 23.00 | 2.0 | + | - | + | MB-5011 | 80.500000 | DiseaseFree | LumA | 0 |
| 1188 | ER+ | ER+ | ER+ | 251.200000 | DECEASED | Died of Other Causes | 3 | 3 | 68.56 | l | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5013 | 2.0 | 20.00 | 2.0 | + | - | + | MB-5013 | 251.200000 | DiseaseFree | LumA | 1 |
| 825 | ER+ | ER+ | ER+ | 213.366667 | LIVING | Living | 6 | 3 | 69.93 | l | 5.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5014 | 3.0 | 20.00 | NaN | + | - | + | MB-5014 | 213.366667 | DiseaseFree | LumB | 1 |
| 826 | ER+ | ER+ | ER+ | 252.300000 | DECEASED | Died of Other Causes | 8 | 3 | 44.36 | r | 4.04400 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5015 | 3.0 | 22.00 | 2.0 | + | - | + | MB-5015 | 252.300000 | DiseaseFree | LumA | 0 |
| 1555 | ER+ | ER+ | ER+ | 144.933333 | LIVING | Living | 4ER+ | 3 | 65.86 | l | 6.02800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | claudin-low | NO | YES | YES | IDC | MB-5017 | 3.0 | 14.00 | 2.0 | + | - | - | MB-5017 | 144.933333 | DiseaseFree | Her2 | 6 |
| 1192 | ER+ | ER+ | ER+ | 108.600000 | DECEASED | Died of Other Causes | 8 | 3 | 72.12 | l | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5018 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5018 | 108.600000 | DiseaseFree | LumA | 3 |
| 1193 | NaN | NaN | NaN | 37.800000 | DECEASED | Died of Disease | 5 | 3 | 49.88 | r | 4.02400 | neg | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | Normal | NO | NO | YES | IDC | MB-5019 | 3.0 | 12.00 | 1.0 | - | - | + | MB-5019 | 37.800000 | Recurred/Progressed | Normal | 0 |
| 1194 | ER+ | ER+ | ER+ | 84.833333 | DECEASED | Died of Disease | 8 | 3 | 62.68 | l | 6.03400 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5020 | 3.0 | 17.00 | 2.0 | + | - | + | MB-5020 | 84.833333 | Recurred/Progressed | LumA | 4 |
| 831 | HER2+ | ER+ | ER+/HER2+ | 118.600000 | DECEASED | Died of Disease | 5 | 3 | 70.71 | r | 5.06200 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-5022 | 3.0 | 31.00 | 2.0 | + | + | - | MB-5022 | 118.600000 | Recurred/Progressed | Her2 | 2 |
| 832 | ER+ | ER+ | ER+ | 189.866667 | LIVING | Living | 3 | 3 | 46.95 | r | 4.05000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5027 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5027 | 189.866667 | DiseaseFree | LumA | 0 |
| 833 | ER+ | ER+ | ER+ | 52.733333 | DECEASED | Died of Disease | 1 | 3 | 63.92 | r | 2.08600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC-MUC | MB-5033 | 1.0 | 43.00 | 2.0 | + | - | - | MB-5033 | 52.733333 | Recurred/Progressed | LumB | 0 |
| 834 | ER+ | ER+ | ER+ | 213.200000 | DECEASED | Died of Disease | 3 | 3 | 56.47 | l | 4.11000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | ILC | MB-5035 | 3.0 | 55.00 | 2.0 | + | - | + | MB-5035 | 213.200000 | Recurred/Progressed | LumA | 0 |
| 835 | HER2+ | ER+ | ER+/HER2+ | 62.133333 | DECEASED | Died of Disease | 1 | 3 | 67.70 | l | 5.11000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5039 | 3.0 | 55.00 | 3.0 | + | + | - | MB-5039 | 62.133333 | Recurred/Progressed | LumB | 1 |
| 836 | ER+ | ER+ | ER+ | 79.166667 | DECEASED | Died of Other Causes | 6 | 3 | 72.73 | l | 4.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5040 | 3.0 | 40.00 | 2.0 | + | - | - | MB-5040 | 79.166667 | DiseaseFree | LumB | 0 |
| 837 | TNBC | TNBC | TNBC | 173.933333 | LIVING | Living | 2 | 3 | 45.40 | l | 4.04000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-5041 | 3.0 | 20.00 | 1.0 | - | - | - | MB-5041 | 173.933333 | DiseaseFree | Her2 | 0 |
| 838 | ER+ | ER+ | ER+ | 128.366667 | DECEASED | Died of Disease | 8 | 3 | 70.42 | r | 6.08000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5043 | 3.0 | 40.00 | 3.0 | + | - | + | MB-5043 | 128.366667 | Recurred/Progressed | LumA | 6 |
| 839 | ER+ | ER+ | ER+ | 139.433333 | LIVING | Living | 4ER+ | 3 | 55.56 | l | 3.03400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5044 | 2.0 | 17.00 | 1.0 | + | - | - | MB-5044 | 139.433333 | DiseaseFree | LumB | 0 |
| 840 | ER+ | ER+ | ER+ | 168.300000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 70.11 | l | 4.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-5045 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5045 | 168.300000 | DiseaseFree | LumA | 0 |
| 841 | ER+ | ER+ | ER+ | 86.366667 | DECEASED | Died of Disease | 7 | 3 | 44.12 | l | 3.03200 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-5048 | 2.0 | 16.00 | 1.0 | + | - | + | MB-5048 | 86.366667 | Recurred/Progressed | LumA | 0 |
| 842 | ER+ | ER+ | ER+ | 255.300000 | LIVING | Living | 8 | 3 | 61.76 | l | 3.03400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-5049 | 2.0 | 17.00 | 1.0 | + | - | + | MB-5049 | 255.300000 | DiseaseFree | LumB | 0 |
| 843 | ER+ | ER+ | ER+ | 184.333333 | LIVING | Living | 3 | 3 | 55.04 | r | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5050 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5050 | 184.333333 | DiseaseFree | LumA | 0 |
| 844 | TNBC | TNBC | TNBC | 34.566667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 76.66 | l | 5.07000 | pos | post | MASTECTOMY | moderate | GAIN | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-5052 | 3.0 | 35.00 | 2.0 | - | - | - | MB-5052 | 34.566667 | DiseaseFree | Her2 | 2 |
| 845 | ER+ | ER+ | ER+ | 150.600000 | DECEASED | Died of Other Causes | 3 | 3 | 68.21 | r | 3.04200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5053 | 2.0 | 21.00 | NaN | + | - | + | MB-5053 | 150.600000 | DiseaseFree | LumA | 0 |
| 846 | HER2+ | HER2+ | ER-/HER2+ | 187.700000 | LIVING | Living | 5 | 3 | 52.57 | l | 4.00200 | neg | post | MASTECTOMY | low | GAIN | HER2+ | Basal | NO | NO | NO | IDC | MB-5054 | 3.0 | 1.00 | 1.0 | - | + | - | MB-5054 | 187.700000 | DiseaseFree | Basal | 0 |
| 847 | TNBC | TNBC | TNBC | 56.333333 | DECEASED | Died of Disease | 10 | 3 | 39.25 | r | 4.03000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-5057 | 3.0 | 15.00 | 1.0 | - | - | - | MB-5057 | 56.333333 | Recurred/Progressed | Basal | 0 |
| 848 | TNBC | TNBC | TNBC | 178.733333 | DECEASED | Died of Disease | 7 | 3 | 61.04 | r | 6.03000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Normal | YES | YES | YES | IDC | MB-5058 | 3.0 | 15.00 | 2.0 | - | - | - | MB-5058 | 178.733333 | Recurred/Progressed | Normal | 16 |
| 849 | ER+ | ER+ | ER+ | 257.633333 | LIVING | Living | 8 | 3 | 53.69 | l | 3.03400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5059 | 2.0 | 17.00 | 1.0 | + | - | + | MB-5059 | 257.633333 | DiseaseFree | LumA | 0 |
| 1214 | ER+ | ER+ | ER+ | 150.100000 | DECEASED | Died of Other Causes | 8 | 3 | 75.01 | r | 4.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5060 | 2.0 | 25.00 | 2.0 | + | - | - | MB-5060 | 150.100000 | DiseaseFree | LumB | 1 |
| 851 | ER+ | ER+ | ER+ | 39.433333 | LIVING | Living | 7 | 3 | 71.05 | l | 4.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5061 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5061 | 39.433333 | DiseaseFree | LumB | 2 |
| 852 | HER2+ | ER+ | ER+/HER2+ | 168.266667 | LIVING | Living | 1 | 3 | 75.55 | r | 5.04000 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-5062 | 3.0 | 20.00 | 2.0 | + | + | - | MB-5062 | 168.266667 | DiseaseFree | LumB | 1 |
| 853 | HER2+ | HER2+ | ER-/HER2+ | 215.166667 | LIVING | Living | 5 | 3 | 41.54 | r | 5.04000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-5063 | 3.0 | 20.00 | 2.0 | - | + | - | MB-5063 | 215.166667 | DiseaseFree | Her2 | 1 |
| 854 | ER+ | ER+ | ER+ | 91.500000 | LIVING | Living | 4ER+ | 3 | 63.40 | l | 3.04000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5064 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5064 | 91.500000 | DiseaseFree | LumA | 0 |
| 855 | TNBC | TNBC | TNBC | 184.800000 | LIVING | Living | 4ER- | 3 | 68.66 | r | 4.03200 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-5065 | 3.0 | 16.00 | 1.0 | - | - | - | MB-5065 | 184.800000 | DiseaseFree | Basal | 0 |
| 856 | ER+ | ER+ | ER+ | 94.700000 | LIVING | Living | 3 | 3 | 53.58 | l | 4.05000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5066 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5066 | 94.700000 | DiseaseFree | LumA | 1 |
| 1221 | ER+ | ER+ | ER+ | 182.500000 | LIVING | Living | 4ER+ | 3 | 71.19 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5068 | 2.0 | 15.00 | NaN | + | - | + | MB-5068 | 182.500000 | DiseaseFree | LumA | 0 |
| 858 | TNBC | TNBC | TNBC | 213.900000 | LIVING | Living | 10 | 3 | 47.38 | r | 5.06000 | neg | pre | MASTECTOMY | high | LOSS | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-5070 | 3.0 | 30.00 | NaN | - | - | - | MB-5070 | 213.900000 | DiseaseFree | Basal | 2 |
| 859 | TNBC | TNBC | TNBC | 50.233333 | DECEASED | Died of Disease | 4ER- | 3 | 52.23 | l | 5.06000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Her2 | YES | NO | NO | IDC | MB-5072 | 3.0 | 30.00 | 2.0 | - | - | - | MB-5072 | 50.233333 | Recurred/Progressed | Her2 | 1 |
| 860 | ER+ | ER+ | ER+ | 194.166667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 67.87 | l | 3.10000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | NO | IDC-MED | MB-5073 | NaN | 50.00 | 2.0 | + | - | + | MB-5073 | 194.166667 | DiseaseFree | LumA | 0 |
| 861 | ER+ | ER+ | ER+ | 221.600000 | DECEASED | Died of Other Causes | 3 | 3 | 70.59 | l | 4.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-5074 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5074 | 221.600000 | DiseaseFree | LumA | 0 |
| 862 | TNBC | TNBC | TNBC | 26.866667 | DECEASED | Died of Disease | 10 | 3 | 28.05 | r | 5.07000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5076 | 3.0 | 35.00 | 2.0 | - | - | - | MB-5076 | 26.866667 | Recurred/Progressed | Basal | 1 |
| 863 | HER2+ | ER+ | ER+/HER2+ | 87.100000 | DECEASED | Died of Disease | 5 | 3 | 56.33 | r | 4.04800 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-5078 | 2.0 | 24.00 | 2.0 | + | + | - | MB-5078 | 87.100000 | Recurred/Progressed | LumB | 1 |
| 864 | ER+ | ER+ | ER+ | 199.933333 | LIVING | Living | 8 | 3 | 66.38 | r | 3.03000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5079 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5079 | 199.933333 | DiseaseFree | LumA | 0 |
| 865 | ER+ | ER+ | ER+ | 58.000000 | DECEASED | Died of Disease | 9 | 3 | 43.63 | r | 3.03200 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | NO | NO | IDC | MB-5081 | 2.0 | 16.00 | NaN | + | - | + | MB-5081 | 58.000000 | Recurred/Progressed | Normal | 0 |
| 866 | ER+ | ER+ | ER+ | 198.100000 | DECEASED | Died of Disease | 8 | 3 | 49.00 | l | 3.04000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5084 | 2.0 | 20.00 | 1.0 | + | - | - | MB-5084 | 198.100000 | Recurred/Progressed | LumA | 0 |
| 867 | ER+ | ER+ | ER+ | 84.233333 | DECEASED | Died of Other Causes | 8 | 3 | 65.41 | l | 2.02000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-5086 | NaN | 10.00 | 1.0 | + | - | + | MB-5086 | 84.233333 | DiseaseFree | LumA | 0 |
| 868 | ER+ | ER+ | ER+ | 199.366667 | DECEASED | Died of Other Causes | 8 | 3 | 72.38 | l | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5088 | 2.0 | 30.00 | 2.0 | + | - | - | MB-5088 | 199.366667 | DiseaseFree | LumA | 0 |
| 1233 | ER+ | ER+ | ER+ | 174.566667 | DECEASED | Died of Other Causes | 3 | 3 | 76.37 | r | 5.04000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5092 | 3.0 | 20.00 | 2.0 | + | - | + | MB-5092 | 174.566667 | DiseaseFree | LumA | 1 |
| 1234 | ER+ | ER+ | ER+ | 142.433333 | DECEASED | Died of Other Causes | 1 | 3 | 69.95 | l | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-5093 | 2.0 | 30.00 | 2.0 | + | - | - | MB-5093 | 142.433333 | DiseaseFree | Her2 | 0 |
| 871 | ER+ | ER+ | ER+ | 61.600000 | LIVING | Living | 1 | 3 | 56.33 | r | 3.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5097 | 2.0 | 22.00 | 2.0 | + | - | + | MB-5097 | 61.600000 | DiseaseFree | LumB | 0 |
| 872 | ER+ | ER+ | ER+ | 186.400000 | DECEASED | Died of Other Causes | 9 | 3 | 61.92 | l | 3.03600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-5098 | NaN | 18.00 | 1.0 | + | - | + | MB-5098 | 186.400000 | DiseaseFree | LumA | 0 |
| 1237 | TNBC | TNBC | TNBC | 19.900000 | DECEASED | Died of Disease | 10 | 3 | 32.74 | l | 6.04000 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-5100 | 3.0 | 20.00 | 2.0 | - | - | - | MB-5100 | 19.900000 | Recurred/Progressed | Basal | 17 |
| 874 | ER+ | ER+ | ER+ | 34.333333 | DECEASED | Died of Disease | 6 | 3 | 67.86 | r | 5.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5101 | 2.0 | 50.00 | 3.0 | + | - | + | MB-5101 | 34.333333 | Recurred/Progressed | LumB | 14 |
| 875 | TNBC | TNBC | TNBC | 30.366667 | DECEASED | Died of Disease | 10 | 3 | 69.93 | l | 6.04000 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | YES | YES | IDC | MB-5102 | 3.0 | 20.00 | 2.0 | - | - | - | MB-5102 | 30.366667 | Recurred/Progressed | Basal | 20 |
| 876 | ER+ | ER+ | ER+ | 122.500000 | DECEASED | Died of Disease | 8 | 3 | 73.81 | l | 3.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5104 | 2.0 | 15.00 | 1.0 | + | - | - | MB-5104 | 122.500000 | Recurred/Progressed | LumA | 0 |
| 877 | ER+ | ER+ | ER+ | 204.433333 | DECEASED | Died of Disease | 8 | 3 | 63.24 | l | 3.02200 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-5105 | 2.0 | 11.00 | 1.0 | + | - | + | MB-5105 | 204.433333 | Recurred/Progressed | LumA | 0 |
| 878 | ER+ | ER+ | ER+ | 190.966667 | DECEASED | Died of Disease | 6 | 3 | 59.50 | r | 4.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5106 | 2.0 | 15.00 | NaN | + | - | - | MB-5106 | 190.966667 | Recurred/Progressed | LumA | 2 |
| 879 | ER+ | ER+ | ER+ | 82.633333 | DECEASED | Died of Disease | 1 | 3 | 61.06 | l | 4.08200 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | ILC | MB-5107 | 3.0 | 41.00 | 2.0 | + | - | + | MB-5107 | 82.633333 | Recurred/Progressed | LumB | 0 |
| 880 | TNBC | TNBC | TNBC | 125.066667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 64.94 | l | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5109 | 2.0 | 15.00 | 1.0 | - | - | - | MB-5109 | 125.066667 | DiseaseFree | LumA | 0 |
| 881 | ER+ | ER+ | ER+ | 21.900000 | DECEASED | Died of Disease | 3 | 3 | 59.12 | l | 1.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-5110 | NaN | 25.00 | 2.0 | + | - | - | MB-5110 | 21.900000 | Recurred/Progressed | Normal | 0 |
| 882 | ER+ | ER+ | ER+ | 175.633333 | LIVING | Living | 1 | 3 | 43.80 | r | 3.03400 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-5113 | 2.0 | 17.00 | 1.0 | + | - | - | MB-5113 | 175.633333 | DiseaseFree | Normal | 0 |
| 883 | HER2+ | HER2+ | ER-/HER2+ | 15.366667 | DECEASED | Died of Disease | 5 | 3 | 57.87 | l | 4.08000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Basal | NO | YES | NO | IDC | MB-5114 | 3.0 | 40.00 | NaN | - | + | - | MB-5114 | 15.366667 | Recurred/Progressed | Basal | 0 |
| 884 | TNBC | TNBC | TNBC | 77.400000 | LIVING | Living | 10 | 3 | 40.57 | l | 5.06000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5115 | 3.0 | 30.00 | 2.0 | - | - | - | MB-5115 | 77.400000 | DiseaseFree | Basal | 1 |
| 885 | ER+ | ER+ | ER+ | 71.766667 | DECEASED | Died of Disease | 2 | 3 | 74.71 | r | 5.03600 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5116 | 2.0 | 18.00 | 2.0 | + | - | + | MB-5116 | 71.766667 | Recurred/Progressed | LumB | 7 |
| 886 | ER+ | ER+ | ER+ | 209.266667 | LIVING | Living | 8 | 3 | 51.09 | r | 3.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5117 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5117 | 209.266667 | DiseaseFree | LumA | 0 |
| 887 | ER+ | ER+ | ER+ | 211.733333 | LIVING | Living | 3 | 3 | 72.14 | l | 3.02400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5118 | 2.0 | 12.00 | 1.0 | + | - | + | MB-5118 | 211.733333 | DiseaseFree | LumA | 0 |
| 888 | ER+ | ER+ | ER+ | 59.766667 | LIVING | Living | 7 | 3 | 75.33 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5119 | 2.0 | 20.00 | 1.0 | + | - | - | MB-5119 | 59.766667 | DiseaseFree | LumA | 0 |
| 889 | HER2+ | HER2+ | ER-/HER2+ | 27.800000 | DECEASED | Died of Disease | 5 | 3 | 47.24 | l | 5.06000 | neg | pre | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-5120 | 3.0 | 30.00 | 2.0 | - | + | - | MB-5120 | 27.800000 | Recurred/Progressed | Her2 | 1 |
| 890 | ER+ | ER+ | ER+ | 114.900000 | DECEASED | Died of Disease | 8 | 3 | 72.02 | r | 4.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | ILC | MB-5121 | 3.0 | 18.00 | NaN | + | - | + | MB-5121 | 114.900000 | Recurred/Progressed | LumB | 0 |
| 891 | ER+ | ER+ | ER+ | 125.700000 | DECEASED | Died of Other Causes | 8 | 3 | 77.66 | r | 3.08000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5122 | NaN | 40.00 | NaN | + | - | + | MB-5122 | 125.700000 | DiseaseFree | LumA | 5 |
| 892 | ER+ | ER+ | ER+ | 90.300000 | DECEASED | Died of Disease | 7 | 3 | 69.72 | l | 4.04000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5123 | 2.0 | 20.00 | 2.0 | + | - | - | MB-5123 | 90.300000 | Recurred/Progressed | LumA | 1 |
| 893 | ER+ | ER+ | ER+ | 124.200000 | DECEASED | Died of Disease | 6 | 3 | 83.96 | r | 3.05200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5124 | 2.0 | 26.00 | 3.0 | + | - | + | MB-5124 | 124.200000 | Recurred/Progressed | LumB | 0 |
| 894 | TNBC | TNBC | TNBC | 27.300000 | DECEASED | Died of Disease | 10 | 3 | 63.48 | r | 5.02000 | neg | post | NaN | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5126 | 3.0 | 10.00 | NaN | - | - | - | MB-5126 | 27.300000 | Recurred/Progressed | Basal | 1 |
| 895 | ER+ | ER+ | ER+ | 191.466667 | DECEASED | Died of Other Causes | 1 | 3 | 74.98 | l | 4.06000 | pos | post | MASTECTOMY | low | UNDEF | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5127 | 3.0 | 30.00 | 2.0 | + | - | + | MB-5127 | 191.466667 | DiseaseFree | LumB | 0 |
| 896 | ER+ | ER+ | ER+ | 255.000000 | DECEASED | NaN | 7 | 3 | 58.61 | r | 4.03000 | pos | post | BREAST CONSERVING | low | LOSS | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-5130 | 3.0 | 15.00 | 1.0 | + | - | + | MB-5130 | 255.000000 | Recurred/Progressed | LumA | 0 |
| 897 | ER+ | ER+ | ER+ | 264.133333 | LIVING | Living | 8 | 3 | 64.08 | r | 4.00600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5131 | 2.0 | 3.00 | NaN | + | - | + | MB-5131 | 264.133333 | DiseaseFree | LumA | 1 |
| 898 | ER+ | ER+ | ER+ | 196.533333 | LIVING | Living | 3 | 3 | 46.58 | l | 3.02000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5134 | 2.0 | 10.00 | 1.0 | + | - | + | MB-5134 | 196.533333 | DiseaseFree | LumA | 0 |
| 899 | TNBC | TNBC | TNBC | 37.366667 | DECEASED | Died of Disease | 10 | 3 | 38.59 | r | 4.07000 | neg | pre | BREAST CONSERVING | moderate | NEUT | NaN | Basal | NO | NO | YES | IDC | MB-5135 | 3.0 | 35.00 | 2.0 | - | - | - | MB-5135 | 37.366667 | Recurred/Progressed | Basal | 0 |
| 900 | ER+ | ER+ | ER+ | 178.733333 | LIVING | Living | 4ER+ | 3 | 63.22 | r | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-5136 | 3.0 | 20.00 | 1.0 | + | - | + | MB-5136 | 178.733333 | DiseaseFree | LumA | 0 |
| 901 | TNBC | TNBC | TNBC | 43.266667 | LIVING | Living | 10 | 3 | 36.04 | r | 5.05000 | neg | pre | BREAST CONSERVING | high | GAIN | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5137 | 3.0 | 25.00 | 2.0 | - | - | - | MB-5137 | 43.266667 | DiseaseFree | Basal | 3 |
| 902 | TNBC | TNBC | TNBC | 37.000000 | DECEASED | Died of Disease | 10 | 3 | 44.59 | r | 5.03000 | neg | pre | NaN | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-5138 | 3.0 | 15.00 | NaN | - | - | - | MB-5138 | 37.000000 | Recurred/Progressed | Basal | 2 |
| 903 | ER+ | ER+ | ER+ | 89.966667 | DECEASED | Died of Other Causes | 1 | 3 | 69.16 | r | 6.05800 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5139 | 3.0 | 29.00 | 2.0 | + | - | - | MB-5139 | 89.966667 | DiseaseFree | LumB | 4 |
| 904 | ER+ | ER+ | ER+ | 134.733333 | DECEASED | Died of Disease | 1 | 3 | 77.31 | r | 5.10000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5140 | 2.0 | 50.00 | 2.0 | + | - | + | MB-5140 | 134.733333 | Recurred/Progressed | LumB | 15 |
| 905 | ER+ | ER+ | ER+ | 127.933333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 78.80 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5143 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5143 | 127.933333 | DiseaseFree | LumA | 0 |
| 906 | ER+ | ER+ | ER+ | 213.033333 | LIVING | Living | 9 | 3 | 57.14 | r | 3.03400 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5144 | 2.0 | 17.00 | 1.0 | + | - | + | MB-5144 | 213.033333 | DiseaseFree | LumB | 0 |
| 907 | TNBC | TNBC | TNBC | 159.233333 | DECEASED | Died of Disease | 9 | 3 | 61.55 | r | 4.05000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Normal | NO | YES | YES | IDC | MB-5145 | 3.0 | 25.00 | 2.0 | - | - | - | MB-5145 | 159.233333 | Recurred/Progressed | Normal | 0 |
| 1272 | HER2+ | ER+ | ER+/HER2+ | 20.266667 | LIVING | Living | 5 | 3 | 54.61 | r | 4.05000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumA | NO | YES | NO | IDC | MB-5147 | 3.0 | 25.00 | 2.0 | + | + | - | MB-5147 | 20.266667 | DiseaseFree | LumA | 0 |
| 1273 | TNBC | TNBC | TNBC | 245.233333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 76.72 | r | 4.04000 | pos | post | BREAST CONSERVING | low | NEUT | ER-/HER2- | Her2 | NO | NO | YES | IDC | MB-5148 | 3.0 | 20.00 | 1.0 | - | - | - | MB-5148 | 245.233333 | DiseaseFree | Her2 | 0 |
| 1274 | ER+ | ER+ | ER+ | 110.833333 | DECEASED | Died of Disease | 4ER+ | 3 | 69.29 | l | 3.00200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-5150 | 2.0 | 1.00 | 1.0 | + | - | + | MB-5150 | 110.833333 | Recurred/Progressed | Normal | 0 |
| 1275 | ER+ | ER+ | ER+ | 115.933333 | DECEASED | Died of Other Causes | 7 | 3 | 76.19 | r | 4.03400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5152 | 2.0 | 17.00 | 2.0 | + | - | + | MB-5152 | 115.933333 | DiseaseFree | LumA | 1 |
| 912 | HER2+ | HER2+ | ER-/HER2+ | 170.833333 | LIVING | Living | 3 | 3 | 31.87 | l | 4.00200 | neg | pre | MASTECTOMY | low | GAIN | ER-/HER2- | Normal | NO | NO | NO | IDC | MB-5154 | 3.0 | 1.00 | 1.0 | - | + | - | MB-5154 | 170.833333 | DiseaseFree | Normal | 0 |
| 1277 | TNBC | TNBC | TNBC | 259.933333 | LIVING | Living | 4ER- | 3 | 51.08 | r | 2.06000 | neg | post | BREAST CONSERVING | moderate | NEUT | NaN | Normal | YES | YES | YES | ILC | MB-5155 | NaN | 30.00 | 2.0 | - | - | - | MB-5155 | 259.933333 | DiseaseFree | Normal | 3 |
| 914 | ER+ | ER+ | ER+ | 18.233333 | DECEASED | Died of Disease | 4ER+ | 3 | 70.68 | r | 6.02400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Normal | NO | YES | YES | IDC | MB-5157 | 3.0 | 12.00 | NaN | + | - | + | MB-5157 | 18.233333 | Recurred/Progressed | Normal | 4 |
| 915 | ER+ | ER+ | ER+ | 244.166667 | DECEASED | Died of Disease | 7 | 3 | 66.53 | r | 3.04000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5158 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5158 | 244.166667 | Recurred/Progressed | LumA | 0 |
| 1280 | ER+ | ER+ | ER+ | 87.733333 | DECEASED | Died of Disease | 8 | 3 | 68.52 | r | 3.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5160 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5160 | 87.733333 | Recurred/Progressed | LumB | 0 |
| 917 | ER+ | ER+ | ER+ | 175.333333 | LIVING | Living | 4ER+ | 3 | 44.41 | r | 3.02400 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | YES | IDC | MB-5161 | 2.0 | 12.00 | 1.0 | + | - | + | MB-5161 | 175.333333 | DiseaseFree | Normal | 0 |
| 918 | TNBC | TNBC | TNBC | 164.333333 | LIVING | Living | 4ER- | 3 | 53.38 | r | 3.03000 | NaN | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | ILC | MB-5162 | 2.0 | 15.00 | 1.0 | - | - | - | MB-5162 | 164.333333 | DiseaseFree | Basal | 0 |
| 1283 | ER+ | ER+ | ER+ | 212.200000 | DECEASED | Died of Other Causes | 3 | 3 | 69.04 | r | 4.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5163 | 3.0 | 18.00 | 1.0 | + | - | - | MB-5163 | 212.200000 | DiseaseFree | LumA | 0 |
| 1284 | HER2+ | ER+ | ER+/HER2+ | 80.500000 | LIVING | Living | 5 | 3 | 48.76 | r | 4.02600 | pos | pre | BREAST CONSERVING | low | GAIN | HER2+ | Normal | NO | NO | YES | IDC | MB-5164 | 3.0 | 13.00 | 1.0 | + | + | + | MB-5164 | 80.500000 | DiseaseFree | Normal | 0 |
| 921 | HER2+ | ER+ | ER+/HER2+ | 80.733333 | DECEASED | Died of Disease | 5 | 3 | 69.23 | r | 6.06000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-5166 | 3.0 | 30.00 | 3.0 | + | + | + | MB-5166 | 80.733333 | Recurred/Progressed | LumB | 11 |
| 1286 | ER+ | ER+ | ER+ | 208.400000 | LIVING | Living | 8 | 3 | 60.46 | l | 1.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | ILC | MB-5167 | NaN | 30.00 | 2.0 | + | - | + | MB-5167 | 208.400000 | DiseaseFree | LumB | 0 |
| 923 | ER+ | ER+ | ER+ | 51.966667 | DECEASED | Died of Disease | 3 | 3 | 62.84 | r | 4.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-5169 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5169 | 51.966667 | Recurred/Progressed | LumB | 0 |
| 924 | ER+ | ER+ | ER+ | 185.000000 | DECEASED | Died of Disease | 4ER+ | 3 | 46.79 | r | 3.02200 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | YES | IDC | MB-5171 | 2.0 | 11.00 | 1.0 | + | - | + | MB-5171 | 185.000000 | Recurred/Progressed | Normal | 0 |
| 1289 | HER2+ | HER2+ | ER-/HER2+ | 184.266667 | LIVING | Living | 5 | 3 | 49.57 | r | 6.08000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-5172 | 3.0 | 40.00 | 3.0 | - | + | - | MB-5172 | 184.266667 | DiseaseFree | Her2 | 7 |
| 926 | TNBC | TNBC | TNBC | 22.133333 | DECEASED | Died of Disease | 10 | 3 | 69.05 | l | 4.10000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-5173 | 3.0 | 50.00 | 2.0 | - | - | - | MB-5173 | 22.133333 | Recurred/Progressed | Basal | 0 |
| 927 | HER2+ | ER+ | ER+/HER2+ | 151.200000 | DECEASED | Died of Other Causes | 5 | 3 | 54.69 | r | 1.03000 | NaN | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-5174 | NaN | 15.00 | NaN | + | + | - | MB-5174 | 151.200000 | DiseaseFree | Her2 | 0 |
| 928 | ER+ | ER+ | ER+ | 194.700000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 50.08 | r | 2.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-5175 | NaN | 18.00 | NaN | + | - | + | MB-5175 | 194.700000 | DiseaseFree | Basal | 3 |
| 929 | ER+ | ER+ | ER+ | 112.633333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 53.96 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | claudin-low | NO | NO | YES | IDC | MB-5176 | 2.0 | 15.00 | 1.0 | + | - | - | MB-5176 | 112.633333 | DiseaseFree | LumA | 0 |
| 1294 | ER+ | ER+ | ER+ | 65.233333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 68.53 | r | 5.00000 | pos | post | NaN | NaN | LOSS | ER+/HER2- High Prolif | claudin-low | NO | YES | NO | IDC | MB-5177 | 3.0 | NaN | NaN | + | - | - | MB-5177 | 65.233333 | DiseaseFree | LumB | 1 |
| 1295 | ER+ | ER+ | ER+ | 184.333333 | LIVING | Living | 6 | 3 | 65.26 | r | 4.04000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-5178 | 3.0 | 20.00 | 1.0 | + | - | - | MB-5178 | 184.333333 | DiseaseFree | Normal | 0 |
| 1296 | ER+ | ER+ | ER+ | 246.600000 | DECEASED | Died of Other Causes | 3 | 3 | 68.60 | r | 4.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5179 | 3.0 | 15.00 | 1.0 | + | - | - | MB-5179 | 246.600000 | DiseaseFree | LumA | 0 |
| 1297 | ER+ | ER+ | ER+ | 134.266667 | DECEASED | Died of Other Causes | 3 | 3 | 78.04 | r | 4.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5182 | 3.0 | 30.00 | NaN | + | - | + | MB-5182 | 134.266667 | DiseaseFree | LumA | 0 |
| 1298 | ER+ | ER+ | ER+ | 118.533333 | DECEASED | Died of Other Causes | 8 | 3 | 74.34 | l | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5183 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5183 | 118.533333 | DiseaseFree | LumA | 0 |
| 1299 | ER+ | ER+ | ER+ | 89.333333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 79.76 | r | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-5184 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5184 | 89.333333 | DiseaseFree | LumA | 0 |
| 1300 | ER+ | ER+ | ER+ | 77.466667 | DECEASED | Died of Disease | 4ER+ | 3 | 61.88 | l | 4.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5185 | 3.0 | 35.00 | 2.0 | + | - | + | MB-5185 | 77.466667 | Recurred/Progressed | LumA | 0 |
| 1665 | HER2+ | ER+ | ER+/HER2+ | 203.266667 | LIVING | Living | 6 | 3 | 42.84 | l | 1.02000 | pos | pre | BREAST CONSERVING | low | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-5186 | NaN | 10.00 | 1.0 | + | + | + | MB-5186 | 203.266667 | DiseaseFree | LumA | 0 |
| 1302 | ER+ | ER+ | ER+ | 19.400000 | DECEASED | Died of Disease | 10 | 3 | 65.44 | l | 5.05000 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-5188 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5188 | 19.400000 | Recurred/Progressed | Basal | 1 |
| 1303 | ER+ | ER+ | ER+ | 111.966667 | DECEASED | Died of Disease | 4ER+ | 3 | 69.24 | r | 6.10000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5189 | 3.0 | 50.00 | 2.0 | + | - | + | MB-5189 | 111.966667 | Recurred/Progressed | LumA | 9 |
| 1304 | HER2+ | HER2+ | ER-/HER2+ | 242.566667 | LIVING | Living | 4ER- | 3 | 53.07 | r | 4.03000 | neg | post | BREAST CONSERVING | low | GAIN | NaN | Basal | NO | NO | YES | IDC | MB-5190 | 3.0 | 15.00 | 1.0 | - | + | - | MB-5190 | 242.566667 | DiseaseFree | Basal | 0 |
| 1669 | ER+ | ER+ | ER+ | 142.166667 | DECEASED | Died of Other Causes | 8 | 3 | 54.75 | l | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | YES | NO | IDC | MB-5191 | 3.0 | 20.00 | 1.0 | + | - | + | MB-5191 | 142.166667 | DiseaseFree | LumA | 0 |
| 1306 | ER+ | ER+ | ER+ | 54.266667 | DECEASED | Died of Other Causes | 7 | 3 | 88.80 | l | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | OTHER | MB-5193 | 1.0 | 30.00 | 2.0 | + | - | + | MB-5193 | 54.266667 | DiseaseFree | LumA | 1 |
| 1307 | HER2+ | ER+ | ER+/HER2+ | 196.866667 | DECEASED | Died of Disease | 5 | 3 | 72.16 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumA | NO | YES | YES | IDC | MB-5195 | 3.0 | 15.00 | 1.0 | + | + | + | MB-5195 | 196.866667 | Recurred/Progressed | LumA | 0 |
| 1308 | ER+ | ER+ | ER+ | 94.033333 | DECEASED | Died of Disease | 7 | 3 | 52.98 | l | 3.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-5196 | 2.0 | 15.00 | 1.0 | + | - | - | MB-5196 | 94.033333 | Recurred/Progressed | LumA | 0 |
| 1309 | ER+ | ER+ | ER+ | 223.833333 | DECEASED | Died of Disease | 9 | 3 | 62.11 | l | 4.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5197 | 2.0 | 25.00 | 2.0 | + | - | - | MB-5197 | 223.833333 | Recurred/Progressed | LumA | 3 |
| 1674 | HER2+ | HER2+ | ER-/HER2+ | 204.400000 | LIVING | Living | 5 | 3 | 65.35 | r | 4.03000 | neg | post | MASTECTOMY | low | GAIN | HER2+ | Basal | NO | YES | NO | IDC | MB-5199 | 3.0 | 15.00 | 1.0 | - | + | - | MB-5199 | 204.400000 | DiseaseFree | Basal | 0 |
| 1311 | ER+ | ER+ | ER+ | 52.300000 | DECEASED | Died of Disease | 1 | 3 | 70.23 | r | 4.03000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5200 | 3.0 | 15.00 | 1.0 | + | - | - | MB-5200 | 52.300000 | Recurred/Progressed | LumB | 0 |
| 1312 | ER+ | ER+ | ER+ | 96.966667 | DECEASED | Died of Other Causes | 8 | 3 | 73.17 | r | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5201 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5201 | 96.966667 | DiseaseFree | LumA | 0 |
| 1677 | ER+ | ER+ | ER+ | 191.933333 | DECEASED | Died of Other Causes | 3 | 3 | 76.91 | r | 2.04800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5204 | NaN | 24.00 | 2.0 | + | - | + | MB-5204 | 191.933333 | DiseaseFree | LumA | 3 |
| 1314 | ER+ | ER+ | ER+ | 185.300000 | LIVING | Living | 9 | 3 | 50.24 | l | 5.07000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-5205 | 3.0 | 35.00 | 2.0 | + | - | - | MB-5205 | 185.300000 | DiseaseFree | Basal | 3 |
| 1315 | ER+ | ER+ | ER+ | 205.733333 | LIVING | Living | 2 | 3 | 67.45 | r | 3.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-MUC | MB-5206 | 2.0 | 15.00 | 1.0 | + | - | - | MB-5206 | 205.733333 | DiseaseFree | LumA | 0 |
| 1316 | TNBC | TNBC | TNBC | 151.900000 | LIVING | Living | 10 | 3 | 52.43 | l | 4.05400 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-5208 | 3.0 | 27.00 | 2.0 | - | - | - | MB-5208 | 151.900000 | DiseaseFree | Basal | 0 |
| 1317 | TNBC | TNBC | TNBC | 175.100000 | DECEASED | Died of Other Causes | 4ER- | 3 | 79.17 | r | 4.12000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-5209 | 3.0 | 60.00 | 2.0 | - | - | - | MB-5209 | 175.100000 | DiseaseFree | Basal | 0 |
| 1318 | ER+ | ER+ | ER+ | 247.833333 | DECEASED | Died of Other Causes | 7 | 3 | 68.42 | r | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5211 | 3.0 | 30.00 | 2.0 | + | - | + | MB-5211 | 247.833333 | DiseaseFree | LumB | 0 |
| 1319 | HER2+ | ER+ | ER+/HER2+ | 179.100000 | DECEASED | Died of Other Causes | 5 | 3 | 80.17 | r | 4.07000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-5212 | 3.0 | 35.00 | 2.0 | + | + | - | MB-5212 | 179.100000 | DiseaseFree | LumB | 0 |
| 1320 | TNBC | TNBC | TNBC | 43.400000 | DECEASED | Died of Disease | 5 | 3 | 74.98 | l | 6.05000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-5213 | 3.0 | 25.00 | 3.0 | - | - | - | MB-5213 | 43.400000 | Recurred/Progressed | Her2 | 12 |
| 1685 | ER+ | ER+ | ER+ | 107.366667 | DECEASED | Died of Other Causes | 2 | 3 | 66.57 | l | 3.04000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-5214 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5214 | 107.366667 | DiseaseFree | Normal | 0 |
| 1322 | ER+ | ER+ | ER+ | 118.700000 | DECEASED | Died of Disease | 8 | 3 | 74.11 | r | 6.05600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5215 | 3.0 | 28.00 | NaN | + | - | - | MB-5215 | 118.700000 | Recurred/Progressed | LumB | 6 |
| 1323 | ER+ | ER+ | ER+ | 254.966667 | LIVING | Living | 1 | 3 | 42.11 | l | 4.02000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5218 | 3.0 | 10.00 | 1.0 | + | - | - | MB-5218 | 254.966667 | DiseaseFree | LumB | 0 |
| 1324 | ER+ | ER+ | ER+ | 252.900000 | LIVING | Living | 4ER+ | 3 | 55.77 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5219 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5219 | 252.900000 | DiseaseFree | LumA | 0 |
| 1689 | ER+ | ER+ | ER+ | 131.300000 | DECEASED | Died of Other Causes | 8 | 3 | 63.53 | l | 2.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-5221 | 1.0 | 20.00 | 1.0 | + | - | + | MB-5221 | 131.300000 | DiseaseFree | LumA | 0 |
| 1326 | TNBC | TNBC | TNBC | 111.833333 | DECEASED | Died of Other Causes | 10 | 3 | 76.20 | r | 4.03000 | neg | post | BREAST CONSERVING | moderate | GAIN | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-5222 | 3.0 | 15.00 | 1.0 | - | - | - | MB-5222 | 111.833333 | DiseaseFree | Her2 | 0 |
| 1327 | TNBC | TNBC | TNBC | 144.666667 | DECEASED | Died of Disease | 4ER- | 3 | 42.05 | r | 4.04400 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-5223 | 2.0 | 22.00 | 2.0 | - | - | - | MB-5223 | 144.666667 | Recurred/Progressed | Basal | 2 |
| 1328 | ER+ | ER+ | ER+ | 99.400000 | DECEASED | Died of Disease | 7 | 3 | 90.23 | l | 5.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5224 | 3.0 | 20.00 | 2.0 | + | - | + | MB-5224 | 99.400000 | Recurred/Progressed | LumA | 1 |
| 1693 | TNBC | TNBC | TNBC | 43.266667 | DECEASED | Died of Disease | 10 | 3 | 68.01 | l | 4.06000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-5225 | 3.0 | 30.00 | 2.0 | - | - | - | MB-5225 | 43.266667 | Recurred/Progressed | Basal | 0 |
| 1330 | ER+ | ER+ | ER+ | 200.600000 | LIVING | Living | 4ER+ | 3 | 75.53 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5226 | 3.0 | 15.00 | 1.0 | + | - | - | MB-5226 | 200.600000 | DiseaseFree | LumB | 0 |
| 1331 | ER+ | ER+ | ER+ | 187.033333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 74.46 | r | 4.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5227 | 2.0 | 15.00 | 2.0 | + | - | + | MB-5227 | 187.033333 | DiseaseFree | LumA | 1 |
| 1332 | ER+ | ER+ | ER+ | 180.733333 | DECEASED | Died of Other Causes | 7 | 3 | 72.56 | l | 4.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5228 | 3.0 | 30.00 | 2.0 | + | - | + | MB-5228 | 180.733333 | DiseaseFree | LumB | 0 |
| 1333 | HER2+ | HER2+ | ER-/HER2+ | 33.966667 | DECEASED | Died of Disease | 5 | 3 | 39.99 | r | 5.05000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Basal | YES | NO | NO | IDC | MB-5229 | 3.0 | 25.00 | 2.0 | - | + | - | MB-5229 | 33.966667 | Recurred/Progressed | Basal | 1 |
| 1334 | ER+ | ER+ | ER+ | 176.500000 | LIVING | Living | 3 | 3 | 48.17 | r | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-MUC | MB-5230 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5230 | 176.500000 | DiseaseFree | LumA | 0 |
| 1335 | HER2+ | HER2+ | ER-/HER2+ | 16.566667 | DECEASED | Died of Disease | 5 | 3 | 61.28 | l | 3.05000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-5231 | NaN | 25.00 | 2.0 | - | + | - | MB-5231 | 16.566667 | Recurred/Progressed | Her2 | 0 |
| 1700 | TNBC | TNBC | TNBC | 211.200000 | DECEASED | Died of Other Causes | 10 | 3 | 74.53 | l | 3.02800 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-5232 | 2.0 | 14.00 | 1.0 | - | - | - | MB-5232 | 211.200000 | DiseaseFree | Basal | 0 |
| 1337 | ER+ | ER+ | ER+ | 209.033333 | DECEASED | Died of Other Causes | 8 | 3 | 79.59 | r | 3.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5233 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5233 | 209.033333 | DiseaseFree | LumB | 0 |
| 1338 | TNBC | TNBC | TNBC | 204.200000 | DECEASED | Died of Disease | 9 | 3 | 59.04 | r | 3.01200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-5235 | 2.0 | 6.00 | 1.0 | - | - | - | MB-5235 | 204.200000 | Recurred/Progressed | Basal | 0 |
| 1339 | TNBC | TNBC | TNBC | 166.666667 | LIVING | Living | 10 | 3 | 63.02 | r | 5.13000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-5236 | 3.0 | 65.00 | 3.0 | - | - | - | MB-5236 | 166.666667 | DiseaseFree | Basal | 3 |
| 1340 | HER2+ | ER+ | ER+/HER2+ | 44.133333 | DECEASED | Died of Disease | 5 | 3 | 46.03 | r | 5.04000 | neg | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | Normal | YES | NO | YES | IDC | MB-5238 | 3.0 | 20.00 | 2.0 | + | + | - | MB-5238 | 44.133333 | Recurred/Progressed | Normal | 2 |
| 1705 | ER+ | ER+ | ER+ | 192.133333 | LIVING | Living | 9 | 3 | 69.50 | r | 3.03000 | NaN | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-5239 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5239 | 192.133333 | DiseaseFree | LumB | 0 |
| 1342 | ER+ | ER+ | ER+ | 103.833333 | DECEASED | Died of Other Causes | 7 | 3 | 56.92 | r | 3.02400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5240 | 2.0 | 12.00 | 1.0 | + | - | + | MB-5240 | 103.833333 | DiseaseFree | LumA | 0 |
| 1343 | ER+ | ER+ | ER+ | 38.433333 | DECEASED | Died of Other Causes | 1 | 3 | 62.79 | r | 3.11000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5243 | 1.0 | 55.00 | NaN | + | - | - | MB-5243 | 38.433333 | DiseaseFree | LumB | 2 |
| 1344 | ER+ | ER+ | ER+ | 216.866667 | DECEASED | Died of Disease | 6 | 3 | 69.20 | l | 4.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5244 | 3.0 | 40.00 | 2.0 | + | - | + | MB-5244 | 216.866667 | Recurred/Progressed | LumB | 0 |
| 1709 | ER+ | ER+ | ER+ | 112.466667 | DECEASED | Died of Disease | 3 | 3 | 76.77 | l | 2.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5251 | NaN | 20.00 | 2.0 | + | - | + | MB-5251 | 112.466667 | Recurred/Progressed | LumA | 1 |
| 1346 | ER+ | ER+ | ER+ | 102.066667 | DECEASED | Died of Other Causes | 3 | 3 | 69.59 | l | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-5253 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5253 | 102.066667 | DiseaseFree | LumA | 0 |
| 1711 | TNBC | TNBC | TNBC | 53.566667 | LIVING | Living | 4ER- | 3 | 58.70 | l | 4.03000 | neg | post | BREAST CONSERVING | low | GAIN | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-5255 | 3.0 | 15.00 | 1.0 | - | - | - | MB-5255 | 53.566667 | DiseaseFree | Normal | 0 |
| 1348 | ER+ | ER+ | ER+ | 108.066667 | DECEASED | Died of Disease | 8 | 3 | 70.31 | r | 4.04600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5256 | 2.0 | 23.00 | 2.0 | + | - | + | MB-5256 | 108.066667 | Recurred/Progressed | LumA | 3 |
| 1349 | TNBC | TNBC | TNBC | 101.066667 | DECEASED | Died of Other Causes | 10 | 3 | 72.77 | l | 4.06000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-5258 | 3.0 | 30.00 | 2.0 | - | - | - | MB-5258 | 101.066667 | DiseaseFree | Basal | 0 |
| 1350 | HER2+ | HER2+ | ER-/HER2+ | 46.166667 | DECEASED | Died of Disease | 5 | 3 | 41.28 | r | 5.07000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-5259 | 3.0 | 35.00 | 2.0 | - | + | - | MB-5259 | 46.166667 | Recurred/Progressed | Her2 | 1 |
| 1715 | ER+ | ER+ | ER+ | 202.100000 | DECEASED | Died of Other Causes | 7 | 3 | 72.23 | r | 4.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5260 | 3.0 | 15.00 | 1.0 | + | - | + | MB-5260 | 202.100000 | DiseaseFree | LumB | 0 |
| 1352 | ER+ | ER+ | ER+ | 116.466667 | DECEASED | Died of Other Causes | 4ER+ | 3 | 66.12 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5261 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5261 | 116.466667 | DiseaseFree | LumB | 0 |
| 1717 | ER+ | ER+ | ER+ | 199.300000 | LIVING | Living | 8 | 3 | 46.40 | l | 4.03600 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5264 | 3.0 | 18.00 | 1.0 | + | - | + | MB-5264 | 199.300000 | DiseaseFree | LumA | 0 |
| 1718 | HER2+ | ER+ | ER+/HER2+ | 83.633333 | DECEASED | Died of Other Causes | 1 | 3 | 76.83 | l | 4.06000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5266 | 3.0 | 30.00 | 2.0 | + | + | - | MB-5266 | 83.633333 | DiseaseFree | LumB | 0 |
| 1719 | ER+ | ER+ | ER+ | 71.066667 | DECEASED | Died of Disease | 2 | 3 | 52.77 | r | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5267 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5267 | 71.066667 | Recurred/Progressed | LumA | 0 |
| 1720 | ER+ | ER+ | ER+ | 186.133333 | LIVING | Living | 3 | 3 | 47.98 | r | 3.06000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | OTHER | MB-5268 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5268 | 186.133333 | DiseaseFree | LumA | 0 |
| 1721 | ER+ | ER+ | ER+ | 187.833333 | DECEASED | Died of Other Causes | 8 | 3 | 67.10 | l | 5.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5270 | 3.0 | 35.00 | 2.0 | + | - | + | MB-5270 | 187.833333 | DiseaseFree | LumA | 1 |
| 1722 | ER+ | ER+ | ER+ | 167.500000 | LIVING | Living | 9 | 3 | 58.25 | l | 3.08000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5271 | 2.0 | 40.00 | 2.0 | + | - | - | MB-5271 | 167.500000 | DiseaseFree | LumB | 0 |
| 1359 | ER+ | ER+ | ER+ | 201.933333 | DECEASED | Died of Disease | 4ER+ | 3 | 40.71 | l | 4.04000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | claudin-low | NO | NO | YES | IDC-MED | MB-5272 | 3.0 | 20.00 | 1.0 | + | - | - | MB-5272 | 201.933333 | Recurred/Progressed | Basal | 0 |
| 1724 | ER+ | ER+ | ER+ | 60.866667 | DECEASED | Died of Disease | 6 | 3 | 60.33 | l | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5273 | 3.0 | 20.00 | 1.0 | + | - | + | MB-5273 | 60.866667 | Recurred/Progressed | LumB | 0 |
| 1725 | ER+ | ER+ | ER+ | 75.966667 | DECEASED | Died of Other Causes | 3 | 3 | 72.19 | l | 3.00000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | NO | IDC | MB-5275 | 2.0 | NaN | NaN | + | - | - | MB-5275 | 75.966667 | DiseaseFree | Her2 | 0 |
| 1726 | ER+ | ER+ | ER+ | 221.066667 | DECEASED | Died of Disease | 8 | 3 | 35.78 | r | 3.03600 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC+ILC | MB-5277 | 2.0 | 18.00 | NaN | + | - | + | MB-5277 | 221.066667 | Recurred/Progressed | Normal | 0 |
| 1727 | ER+ | ER+ | ER+ | 99.966667 | DECEASED | Died of Disease | 4ER+ | 3 | 47.92 | l | 1.04000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | ILC | MB-5278 | NaN | 20.00 | 1.0 | + | - | + | MB-5278 | 99.966667 | Recurred/Progressed | Normal | 0 |
| 1728 | ER+ | ER+ | ER+ | 68.766667 | DECEASED | Died of Other Causes | 8 | 3 | 66.55 | r | 4.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | ILC | MB-5279 | 3.0 | 40.00 | 2.0 | + | - | - | MB-5279 | 68.766667 | DiseaseFree | LumA | 0 |
| 1729 | ER+ | ER+ | ER+ | 77.866667 | DECEASED | Died of Disease | 1 | 3 | 45.85 | l | 4.00400 | pos | pre | MASTECTOMY | low | LOSS | ER+/HER2- High Prolif | Normal | NO | NO | NO | IDC | MB-5280 | 3.0 | 2.00 | NaN | + | - | + | MB-5280 | 77.866667 | Recurred/Progressed | Normal | 0 |
| 1730 | TNBC | TNBC | TNBC | 79.300000 | LIVING | Living | 4ER- | 3 | 55.72 | l | 4.03000 | neg | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5281 | 3.0 | 15.00 | 1.0 | - | - | - | MB-5281 | 79.300000 | DiseaseFree | LumA | 0 |
| 1731 | ER+ | ER+ | ER+ | 65.333333 | DECEASED | Died of Other Causes | 3 | 3 | 68.18 | l | 6.08000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5284 | 3.0 | 40.00 | 2.0 | + | - | + | MB-5284 | 65.333333 | DiseaseFree | LumA | 5 |
| 1368 | ER+ | ER+ | ER+ | 124.000000 | DECEASED | Died of Other Causes | 3 | 3 | 69.46 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5287 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5287 | 124.000000 | DiseaseFree | LumA | 0 |
| 1733 | ER+ | ER+ | ER+ | 128.400000 | DECEASED | Died of Other Causes | 3 | 3 | 70.10 | r | 4.07000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5288 | 2.0 | 35.00 | 2.0 | + | - | - | MB-5288 | 128.400000 | DiseaseFree | LumB | 2 |
| 1734 | ER+ | ER+ | ER+ | 87.000000 | DECEASED | Died of Other Causes | 8 | 3 | 65.45 | l | 5.05200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5289 | 3.0 | 26.00 | 2.0 | + | - | + | MB-5289 | 87.000000 | DiseaseFree | LumA | 2 |
| 1371 | ER+ | ER+ | ER+ | 36.933333 | DECEASED | Died of Other Causes | 8 | 3 | 69.42 | l | 3.04400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5290 | 2.0 | 22.00 | 2.0 | + | - | + | MB-5290 | 36.933333 | DiseaseFree | LumA | 0 |
| 1736 | ER+ | ER+ | ER+ | 153.533333 | LIVING | Living | 9 | 3 | 67.25 | r | 3.03000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5291 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5291 | 153.533333 | DiseaseFree | LumB | 0 |
| 1737 | HER2+ | ER+ | ER+/HER2+ | 48.433333 | DECEASED | Died of Disease | 5 | 3 | 82.06 | l | 3.01000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-5292 | 2.0 | 5.00 | NaN | + | + | - | MB-5292 | 48.433333 | Recurred/Progressed | LumB | 0 |
| 1374 | ER+ | ER+ | ER+ | 208.966667 | DECEASED | Died of Disease | 3 | 3 | 70.86 | l | 3.06000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5293 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5293 | 208.966667 | Recurred/Progressed | LumA | 0 |
| 1739 | NaN | NaN | NaN | 195.933333 | LIVING | Living | 10 | 3 | 31.71 | r | 6.19800 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-5294 | 3.0 | 99.00 | 3.0 | - | - | + | MB-5294 | 195.933333 | DiseaseFree | Basal | 14 |
| 1376 | TNBC | TNBC | TNBC | 75.700000 | DECEASED | Died of Other Causes | 10 | 3 | 60.51 | l | 3.05000 | neg | post | BREAST CONSERVING | low | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-5295 | 2.0 | 25.00 | 2.0 | - | - | - | MB-5295 | 75.700000 | DiseaseFree | Basal | 0 |
| 1741 | HER2+ | HER2+ | ER-/HER2+ | 13.800000 | DECEASED | Died of Disease | 5 | 3 | 78.93 | r | 6.08000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | claudin-low | NO | YES | YES | IDC | MB-5296 | 3.0 | 40.00 | 3.0 | - | + | - | MB-5296 | 13.800000 | Recurred/Progressed | Basal | 6 |
| 1742 | TNBC | TNBC | TNBC | 84.900000 | DECEASED | Died of Disease | 10 | 3 | 49.63 | r | 6.04600 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-5298 | 3.0 | 23.00 | 2.0 | - | - | - | MB-5298 | 84.900000 | Recurred/Progressed | Basal | 5 |
| 1743 | TNBC | TNBC | TNBC | 16.700000 | DECEASED | Died of Disease | 10 | 3 | 53.35 | l | 5.08000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | NO | IDC | MB-5299 | 3.0 | 40.00 | 2.0 | - | - | - | MB-5299 | 16.700000 | Recurred/Progressed | Basal | 2 |
| 1744 | ER+ | ER+ | ER+ | 190.166667 | LIVING | Living | 8 | 3 | 55.53 | r | 2.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5300 | 1.0 | 15.00 | 1.0 | + | - | + | MB-5300 | 190.166667 | DiseaseFree | LumA | 0 |
| 1381 | ER+ | ER+ | ER+ | 241.233333 | LIVING | Living | 8 | 3 | 64.46 | l | 3.03600 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Her2 | NO | NO | YES | IDC | MB-5301 | 2.0 | 18.00 | 1.0 | + | - | - | MB-5301 | 241.233333 | DiseaseFree | Her2 | 0 |
| 1746 | ER+ | ER+ | ER+ | 191.100000 | LIVING | Living | 3 | 3 | 52.81 | l | 2.12000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | YES | ILC | MB-5302 | 1.0 | 60.00 | 2.0 | + | - | - | MB-5302 | 191.100000 | DiseaseFree | Normal | 0 |
| 1383 | ER+ | ER+ | ER+ | 149.433333 | DECEASED | Died of Disease | 8 | 3 | 61.88 | r | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5305 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5305 | 149.433333 | Recurred/Progressed | LumA | 1 |
| 1748 | ER+ | ER+ | ER+ | 159.733333 | LIVING | Living | 7 | 3 | 58.26 | l | 4.03000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-5306 | 3.0 | 15.00 | 1.0 | + | - | - | MB-5306 | 159.733333 | DiseaseFree | LumA | 0 |
| 1749 | ER+ | ER+ | ER+ | 104.766667 | DECEASED | Died of Disease | 4ER+ | 3 | 67.62 | r | 4.05000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-5308 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5308 | 104.766667 | Recurred/Progressed | Normal | 0 |
| 1750 | ER+ | ER+ | ER+ | 153.300000 | DECEASED | Died of Other Causes | 3 | 3 | 71.40 | l | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5310 | 2.0 | 30.00 | 2.0 | + | - | - | MB-5310 | 153.300000 | DiseaseFree | LumA | 0 |
| 1387 | ER+ | ER+ | ER+ | 57.666667 | DECEASED | Died of Disease | 4ER+ | 3 | 73.01 | r | 3.05400 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-5311 | 2.0 | 27.00 | 2.0 | + | - | + | MB-5311 | 57.666667 | Recurred/Progressed | LumA | 0 |
| 1388 | HER2+ | HER2+ | ER-/HER2+ | 37.900000 | DECEASED | Died of Disease | 5 | 3 | 50.60 | r | 6.12000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-5312 | 3.0 | 60.00 | 3.0 | - | + | - | MB-5312 | 37.900000 | Recurred/Progressed | Her2 | 6 |
| 1389 | ER+ | ER+ | ER+ | 46.533333 | DECEASED | Died of Disease | 1 | 3 | 79.12 | r | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-5313 | NaN | 30.00 | 2.0 | + | - | + | MB-5313 | 46.533333 | Recurred/Progressed | Her2 | 14 |
| 1390 | HER2+ | HER2+ | ER-/HER2+ | 43.033333 | DECEASED | Died of Disease | 4ER- | 3 | 52.13 | l | 6.16000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-5315 | 3.0 | 80.00 | 3.0 | - | + | - | MB-5315 | 43.033333 | Recurred/Progressed | Her2 | 16 |
| 1391 | ER+ | ER+ | ER+ | 53.633333 | DECEASED | Died of Disease | 8 | 3 | 69.70 | l | 4.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | ILC | MB-5317 | 2.0 | 15.00 | 2.0 | + | - | + | MB-5317 | 53.633333 | Recurred/Progressed | LumB | 1 |
| 1392 | ER+ | ER+ | ER+ | 14.166667 | DECEASED | Died of Disease | 5 | 3 | 60.96 | l | 4.03600 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | NO | NO | YES | IDC | MB-5318 | 3.0 | 18.00 | 1.0 | + | - | - | MB-5318 | 14.166667 | Recurred/Progressed | LumB | 0 |
| 1393 | ER+ | ER+ | ER+ | 102.300000 | DECEASED | Died of Disease | 2 | 3 | 66.58 | r | 4.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5322 | 2.0 | 23.00 | 2.0 | + | - | - | MB-5322 | 102.300000 | Recurred/Progressed | LumA | 1 |
| 1394 | TNBC | TNBC | TNBC | 226.066667 | LIVING | Living | 4ER- | 3 | 31.26 | l | 4.03000 | neg | pre | MASTECTOMY | moderate | LOSS | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-5323 | 3.0 | 15.00 | 1.0 | - | - | - | MB-5323 | 226.066667 | DiseaseFree | Basal | 0 |
| 1395 | ER+ | ER+ | ER+ | 190.100000 | DECEASED | Died of Other Causes | 3 | 3 | 64.01 | l | 3.02000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5324 | 2.0 | 10.00 | 1.0 | + | - | + | MB-5324 | 190.100000 | DiseaseFree | LumA | 0 |
| 1396 | TNBC | TNBC | TNBC | 204.233333 | LIVING | Living | 10 | 3 | 43.04 | l | 5.16000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-5325 | 3.0 | 80.00 | NaN | - | - | - | MB-5325 | 204.233333 | DiseaseFree | Basal | 2 |
| 1397 | ER+ | ER+ | ER+ | 96.200000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 79.26 | l | 2.09600 | pos | post | MASTECTOMY | moderate | NEUT | NaN | Normal | NO | YES | YES | ILC | MB-5326 | 1.0 | 48.00 | 2.0 | + | - | - | MB-5326 | 96.200000 | DiseaseFree | Normal | 0 |
| 1398 | HER2+ | HER2+ | ER-/HER2+ | 163.533333 | LIVING | Living | 5 | 3 | 66.94 | l | 3.05000 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-5327 | 2.0 | 25.00 | 2.0 | - | + | - | MB-5327 | 163.533333 | DiseaseFree | Her2 | 0 |
| 1399 | ER+ | ER+ | ER+ | 14.200000 | DECEASED | Died of Other Causes | 1 | 3 | 74.57 | l | 4.10000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5328 | 2.0 | 50.00 | 2.0 | + | - | - | MB-5328 | 14.200000 | DiseaseFree | LumB | 1 |
| 1400 | ER+ | ER+ | ER+ | 45.733333 | DECEASED | Died of Disease | 2 | 3 | 64.64 | r | 6.13000 | neg | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | YES | NO | YES | ILC | MB-5329 | 3.0 | 65.00 | 3.0 | + | - | - | MB-5329 | 45.733333 | Recurred/Progressed | LumA | 13 |
| 1401 | ER+ | ER+ | ER+ | 114.533333 | DECEASED | Died of Other Causes | 8 | 3 | 70.49 | l | 3.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5330 | 2.0 | 25.00 | NaN | + | - | + | MB-5330 | 114.533333 | DiseaseFree | LumA | 0 |
| 1402 | HER2+ | ER+ | ER+/HER2+ | 124.133333 | DECEASED | Died of Disease | 2 | 3 | 54.69 | r | 3.04600 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | LumA | NO | NO | NO | IDC | MB-5331 | 2.0 | 23.00 | 2.0 | + | + | - | MB-5331 | 124.133333 | Recurred/Progressed | LumA | 0 |
| 1403 | HER2+ | ER+ | ER+/HER2+ | 98.833333 | DECEASED | Died of Disease | 5 | 3 | 68.93 | l | 4.03600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-5332 | 2.0 | 18.00 | 2.0 | + | + | + | MB-5332 | 98.833333 | Recurred/Progressed | Her2 | 1 |
| 1404 | ER+ | ER+ | ER+ | 85.400000 | DECEASED | Died of Other Causes | 9 | 3 | 78.44 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5334 | 3.0 | 20.00 | 1.0 | + | - | + | MB-5334 | 85.400000 | DiseaseFree | LumA | 0 |
| 1405 | TNBC | TNBC | TNBC | 25.233333 | DECEASED | Died of Disease | 10 | 3 | 41.81 | r | 4.05400 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-5335 | 3.0 | 27.00 | 2.0 | - | - | - | MB-5335 | 25.233333 | Recurred/Progressed | Basal | 0 |
| 1406 | ER+ | ER+ | ER+ | 51.666667 | DECEASED | Died of Disease | 1 | 3 | 61.24 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5338 | 2.0 | 20.00 | 2.0 | + | - | - | MB-5338 | 51.666667 | Recurred/Progressed | LumB | 2 |
| 1771 | ER+ | ER+ | ER+ | 195.866667 | LIVING | Living | 3 | 3 | 71.78 | r | 5.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | NC | NO | YES | YES | IDC | MB-5339 | 3.0 | 15.00 | 2.0 | + | - | - | MB-5339 | 195.866667 | DiseaseFree | NC | 2 |
| 1408 | ER+ | ER+ | ER+ | 250.833333 | LIVING | Living | 2 | 3 | 56.37 | r | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5341 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5341 | 250.833333 | DiseaseFree | LumB | 0 |
| 1409 | ER+ | ER+ | ER+ | 216.033333 | DECEASED | Died of Disease | 4ER+ | 3 | 76.87 | r | 4.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-5345 | 1.0 | 15.00 | 2.0 | + | - | + | MB-5345 | 216.033333 | Recurred/Progressed | Normal | 4 |
| 1410 | TNBC | TNBC | TNBC | 194.300000 | LIVING | Living | 10 | 3 | 52.09 | l | 5.16000 | neg | post | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-5346 | 3.0 | 80.00 | NaN | - | - | - | MB-5346 | 194.300000 | DiseaseFree | Basal | 3 |
| 1411 | ER+ | ER+ | ER+ | 211.900000 | DECEASED | Died of Disease | 3 | 3 | 56.89 | l | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5347 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5347 | 211.900000 | Recurred/Progressed | LumB | 1 |
| 1776 | TNBC | TNBC | TNBC | 169.666667 | LIVING | Living | 10 | 3 | 41.27 | l | 5.03000 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | NO | IDC | MB-5348 | 3.0 | 15.00 | 2.0 | - | - | - | MB-5348 | 169.666667 | DiseaseFree | Basal | 1 |
| 1413 | ER+ | ER+ | ER+ | 191.000000 | DECEASED | Died of Disease | 4ER+ | 3 | 72.88 | r | 3.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5349 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5349 | 191.000000 | Recurred/Progressed | LumA | 0 |
| 1414 | ER+ | ER+ | ER+ | 53.633333 | DECEASED | Died of Disease | 4ER+ | 3 | 66.70 | r | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-5350 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5350 | 53.633333 | Recurred/Progressed | LumB | 1 |
| 1415 | HER2+ | HER2+ | ER-/HER2+ | 202.100000 | LIVING | Living | 4ER+ | 3 | 47.35 | l | 4.00400 | pos | pre | MASTECTOMY | moderate | GAIN | HER2+ | Normal | NO | NO | NO | IDC | MB-5351 | 3.0 | 2.00 | 1.0 | - | + | - | MB-5351 | 202.100000 | DiseaseFree | Normal | 0 |
| 1416 | ER+ | ER+ | ER+ | 28.833333 | DECEASED | Died of Disease | 3 | 3 | 72.88 | r | 4.11400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-5358 | 2.0 | 57.00 | 3.0 | + | - | - | MB-5358 | 28.833333 | Recurred/Progressed | LumA | 3 |
| 1417 | ER+ | ER+ | ER+ | 161.133333 | DECEASED | Died of Other Causes | 8 | 3 | 66.39 | l | 3.14000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5360 | 2.0 | 70.00 | 3.0 | + | - | - | MB-5360 | 161.133333 | DiseaseFree | LumA | 0 |
| 1418 | ER+ | ER+ | ER+ | 15.366667 | DECEASED | Died of Disease | 8 | 3 | 76.01 | l | 4.08000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5361 | 2.0 | 40.00 | 2.0 | + | - | + | MB-5361 | 15.366667 | Recurred/Progressed | LumA | 1 |
| 1419 | ER+ | ER+ | ER+ | 125.766667 | DECEASED | Died of Disease | 3 | 3 | 56.89 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-5364 | 3.0 | 15.00 | 1.0 | + | - | + | MB-5364 | 125.766667 | Recurred/Progressed | Normal | 0 |
| 1420 | ER+ | ER+ | ER+ | 23.033333 | DECEASED | Died of Disease | 7 | 3 | 79.29 | l | 4.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5365 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5365 | 23.033333 | Recurred/Progressed | LumA | 2 |
| 1421 | ER+ | ER+ | ER+ | 243.166667 | LIVING | Living | 5 | 3 | 75.56 | l | 5.08000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-5366 | 3.0 | 40.00 | 2.0 | + | - | - | MB-5366 | 243.166667 | DiseaseFree | Her2 | 1 |
| 1422 | ER+ | ER+ | ER+ | 100.133333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 77.15 | r | 5.03000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-5368 | 3.0 | 15.00 | 2.0 | + | - | + | MB-5368 | 100.133333 | DiseaseFree | Normal | 1 |
| 1423 | ER+ | ER+ | ER+ | 39.300000 | DECEASED | Died of Disease | 8 | 3 | 66.18 | l | 3.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5369 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5369 | 39.300000 | Recurred/Progressed | LumA | 0 |
| 1424 | ER+ | ER+ | ER+ | 119.300000 | DECEASED | Died of Other Causes | 8 | 3 | 62.55 | l | 4.04400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | ILC | MB-5370 | 3.0 | 22.00 | 2.0 | + | - | + | MB-5370 | 119.300000 | DiseaseFree | LumB | 0 |
| 1425 | ER+ | ER+ | ER+ | 2.533333 | LIVING | Living | 4ER+ | 3 | 67.13 | r | 5.05000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-5373 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5373 | 2.533333 | DiseaseFree | LumB | 1 |
| 1426 | ER+ | ER+ | ER+ | 102.000000 | DECEASED | Died of Disease | 8 | 3 | 35.14 | r | 6.09000 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumB | YES | YES | YES | IDC | MB-5377 | 3.0 | 45.00 | 2.0 | + | - | + | MB-5377 | 102.000000 | Recurred/Progressed | LumB | 7 |
| 1427 | ER+ | ER+ | ER+ | 12.266667 | DECEASED | Died of Disease | 10 | 3 | 57.99 | r | 5.09000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5378 | 3.0 | 45.00 | 3.0 | + | - | - | MB-5378 | 12.266667 | Recurred/Progressed | Basal | 3 |
| 1428 | HER2+ | HER2+ | ER-/HER2+ | 201.833333 | DECEASED | Died of Disease | 5 | 3 | 44.00 | r | 5.10000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-5381 | 3.0 | 50.00 | 2.0 | - | + | - | MB-5381 | 201.833333 | Recurred/Progressed | Her2 | 2 |
| 1429 | ER+ | ER+ | ER+ | 116.233333 | DECEASED | Died of Other Causes | 7 | 3 | 69.27 | r | 5.06000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5382 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5382 | 116.233333 | DiseaseFree | LumA | 4 |
| 1430 | ER+ | ER+ | ER+ | 113.666667 | DECEASED | Died of Disease | 8 | 3 | 83.90 | l | 4.15000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5383 | 2.0 | 75.00 | NaN | + | - | + | MB-5383 | 113.666667 | Recurred/Progressed | LumA | 3 |
| 1431 | ER+ | ER+ | ER+ | 71.166667 | DECEASED | Died of Other Causes | 1 | 3 | 61.05 | l | 3.02600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5384 | 2.0 | 13.00 | NaN | + | - | + | MB-5384 | 71.166667 | DiseaseFree | LumA | 0 |
| 1432 | ER+ | ER+ | ER+ | 148.800000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 83.32 | l | 2.04000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-MUC | MB-5385 | 1.0 | 20.00 | 1.0 | + | - | + | MB-5385 | 148.800000 | DiseaseFree | LumA | 0 |
| 1433 | ER+ | ER+ | ER+ | 192.200000 | LIVING | Living | 7 | 3 | 65.86 | l | 3.04000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5386 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5386 | 192.200000 | DiseaseFree | LumB | 0 |
| 1434 | TNBC | TNBC | TNBC | 45.633333 | DECEASED | Died of Disease | 10 | 3 | 45.33 | r | 5.02600 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC-MED | MB-5387 | 3.0 | 13.00 | 2.0 | - | - | - | MB-5387 | 45.633333 | Recurred/Progressed | Basal | 2 |
| 1435 | ER+ | ER+ | ER+ | 146.933333 | DECEASED | Died of Other Causes | 7 | 3 | 69.80 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5388 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5388 | 146.933333 | DiseaseFree | LumA | 0 |
| 1436 | ER+ | ER+ | ER+ | 124.766667 | DECEASED | Died of Other Causes | 7 | 3 | 64.76 | l | 3.06200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5389 | 2.0 | 31.00 | 2.0 | + | - | + | MB-5389 | 124.766667 | DiseaseFree | LumA | 0 |
| 1437 | TNBC | TNBC | TNBC | 30.933333 | DECEASED | Died of Disease | 10 | 3 | 37.27 | l | 6.02600 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-5390 | 3.0 | 13.00 | 3.0 | - | - | - | MB-5390 | 30.933333 | Recurred/Progressed | Basal | 12 |
| 1438 | TNBC | TNBC | TNBC | 237.266667 | LIVING | Living | 4ER- | 3 | 57.34 | r | 4.02800 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-5392 | 3.0 | 14.00 | 1.0 | - | - | - | MB-5392 | 237.266667 | DiseaseFree | Her2 | 0 |
| 1439 | ER+ | ER+ | ER+ | 154.000000 | DECEASED | Died of Other Causes | 7 | 3 | 82.72 | r | 3.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | NO | IDC | MB-5393 | 2.0 | 22.00 | 2.0 | + | - | + | MB-5393 | 154.000000 | DiseaseFree | LumB | 0 |
| 1440 | HER2+ | HER2+ | ER-/HER2+ | 193.600000 | LIVING | Living | 1 | 3 | 72.18 | r | 4.05600 | pos | post | MASTECTOMY | moderate | GAIN | NaN | Her2 | NO | YES | YES | IDC | MB-5394 | 2.0 | 28.00 | 3.0 | - | + | - | MB-5394 | 193.600000 | DiseaseFree | Her2 | 1 |
| 1441 | ER+ | ER+ | ER+ | 165.166667 | LIVING | Living | 3 | 3 | 71.51 | r | 4.02800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5395 | 3.0 | 14.00 | 1.0 | + | - | + | MB-5395 | 165.166667 | DiseaseFree | LumA | 0 |
| 1442 | ER+ | ER+ | ER+ | 165.666667 | LIVING | Living | 9 | 3 | 61.84 | l | 4.02800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5396 | 3.0 | 14.00 | 1.0 | + | - | - | MB-5396 | 165.666667 | DiseaseFree | LumB | 0 |
| 1443 | ER+ | ER+ | ER+ | 172.866667 | DECEASED | Died of Disease | 3 | 3 | 61.16 | l | 4.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5397 | 3.0 | 50.00 | NaN | + | - | + | MB-5397 | 172.866667 | Recurred/Progressed | LumA | 0 |
| 1444 | ER+ | ER+ | ER+ | 213.000000 | LIVING | Living | 4ER+ | 3 | 71.01 | l | 5.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5398 | 2.0 | 20.00 | 2.0 | + | - | + | MB-5398 | 213.000000 | DiseaseFree | LumA | 4 |
| 1445 | ER+ | ER+ | ER+ | 106.800000 | DECEASED | Died of Disease | 3 | 3 | 73.10 | l | 2.04400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5399 | NaN | 22.00 | 2.0 | + | - | - | MB-5399 | 106.800000 | Recurred/Progressed | LumA | 2 |
| 1446 | ER+ | ER+ | ER+ | 70.166667 | LIVING | Living | 7 | 3 | 75.42 | r | 3.02400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5401 | 2.0 | 12.00 | 1.0 | + | - | + | MB-5401 | 70.166667 | DiseaseFree | LumA | 0 |
| 1447 | ER+ | ER+ | ER+ | 107.766667 | DECEASED | Died of Other Causes | 7 | 3 | 81.76 | r | 3.03200 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-5402 | 2.0 | 16.00 | 1.0 | + | - | + | MB-5402 | 107.766667 | DiseaseFree | LumA | 0 |
| 1448 | ER+ | ER+ | ER+ | 95.733333 | DECEASED | Died of Other Causes | 8 | 3 | 85.94 | r | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5403 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5403 | 95.733333 | DiseaseFree | LumA | 10 |
| 1449 | ER+ | ER+ | ER+ | 74.733333 | DECEASED | Died of Disease | 8 | 3 | 81.57 | r | 4.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5404 | 2.0 | 35.00 | 2.0 | + | - | + | MB-5404 | 74.733333 | Recurred/Progressed | LumA | 3 |
| 1450 | ER+ | ER+ | ER+ | 117.600000 | LIVING | Living | 3 | 3 | 64.43 | r | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | claudin-low | NO | YES | YES | IDC | MB-5405 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5405 | 117.600000 | DiseaseFree | LumB | 2 |
| 1451 | ER+ | ER+ | ER+ | 97.433333 | DECEASED | Died of Disease | 9 | 3 | 80.48 | r | 3.06000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-5406 | NaN | 30.00 | 2.0 | + | - | + | MB-5406 | 97.433333 | Recurred/Progressed | LumB | 5 |
| 1452 | ER+ | ER+ | ER+ | 205.600000 | LIVING | Living | 8 | 3 | 36.03 | r | 4.00200 | pos | pre | BREAST CONSERVING | low | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5407 | 3.0 | 1.00 | 1.0 | + | - | + | MB-5407 | 205.600000 | DiseaseFree | LumA | 0 |
| 1453 | TNBC | TNBC | TNBC | 101.400000 | LIVING | Living | 4ER+ | 3 | 65.48 | r | 3.03200 | pos | post | BREAST CONSERVING | moderate | GAIN | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-5408 | 2.0 | 16.00 | 1.0 | - | - | - | MB-5408 | 101.400000 | DiseaseFree | Normal | 0 |
| 1454 | HER2+ | HER2+ | ER-/HER2+ | 198.133333 | LIVING | Living | 5 | 3 | 51.62 | l | 6.04400 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-5409 | 3.0 | 22.00 | 2.0 | - | + | - | MB-5409 | 198.133333 | DiseaseFree | Her2 | 5 |
| 1819 | ER+ | ER+ | ER+ | 202.766667 | LIVING | Living | 8 | 3 | 66.45 | r | 4.06000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5410 | 3.0 | 30.00 | 2.0 | + | - | + | MB-5410 | 202.766667 | DiseaseFree | LumA | 0 |
| 1456 | HER2+ | HER2+ | ER-/HER2+ | 26.000000 | DECEASED | Died of Disease | 5 | 3 | 43.61 | l | 5.03600 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-5411 | 3.0 | 18.00 | 2.0 | - | + | - | MB-5411 | 26.000000 | Recurred/Progressed | Her2 | 1 |
| 1821 | ER+ | ER+ | ER+ | 220.233333 | LIVING | Living | 3 | 3 | 51.87 | r | 3.02800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC+ILC | MB-5412 | 2.0 | 14.00 | 1.0 | + | - | + | MB-5412 | 220.233333 | DiseaseFree | LumA | 0 |
| 1458 | ER+ | ER+ | ER+ | 157.833333 | DECEASED | Died of Other Causes | 7 | 3 | 71.38 | r | 3.03000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5413 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5413 | 157.833333 | DiseaseFree | LumA | 0 |
| 1459 | HER2+ | ER+ | ER+/HER2+ | 140.600000 | DECEASED | Died of Other Causes | 9 | 3 | 61.14 | l | 5.05000 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-5414 | 3.0 | 25.00 | 2.0 | + | + | - | MB-5414 | 140.600000 | DiseaseFree | LumB | 1 |
| 1460 | HER2+ | HER2+ | ER-/HER2+ | 107.066667 | LIVING | Living | 5 | 3 | 45.80 | l | 6.12000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-5417 | 3.0 | 60.00 | 3.0 | - | + | - | MB-5417 | 107.066667 | DiseaseFree | Her2 | 4 |
| 1461 | HER2+ | ER+ | ER+/HER2+ | 207.166667 | LIVING | Living | 5 | 3 | 64.15 | l | 5.05000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumB | NO | YES | NO | IDC | MB-5418 | 3.0 | 25.00 | 2.0 | + | + | + | MB-5418 | 207.166667 | DiseaseFree | LumB | 1 |
| 1462 | HER2+ | ER+ | ER+/HER2+ | 193.900000 | LIVING | Living | 5 | 3 | 71.49 | l | 4.04000 | pos | post | BREAST CONSERVING | low | GAIN | HER2+ | Basal | NO | NO | YES | IDC | MB-5420 | 3.0 | 20.00 | 1.0 | + | + | - | MB-5420 | 193.900000 | DiseaseFree | Basal | 0 |
| 1463 | TNBC | TNBC | TNBC | 194.566667 | LIVING | Living | 10 | 3 | 68.00 | l | 4.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-5421 | 3.0 | 20.00 | 1.0 | - | - | - | MB-5421 | 194.566667 | DiseaseFree | Basal | 0 |
| 1464 | ER+ | ER+ | ER+ | 46.066667 | DECEASED | Died of Disease | 6 | 3 | 47.14 | r | 2.06400 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5422 | 1.0 | 32.00 | 2.0 | + | - | + | MB-5422 | 46.066667 | Recurred/Progressed | LumA | 0 |
| 1465 | ER+ | ER+ | ER+ | 83.533333 | DECEASED | Died of Disease | 2 | 3 | 66.42 | r | 3.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5424 | 2.0 | 13.00 | 1.0 | + | - | + | MB-5424 | 83.533333 | Recurred/Progressed | LumA | 0 |
| 1466 | ER+ | ER+ | ER+ | 49.466667 | DECEASED | Died of Disease | 7 | 3 | 67.59 | l | 4.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5425 | 2.0 | 40.00 | 2.0 | + | - | + | MB-5425 | 49.466667 | Recurred/Progressed | LumA | 3 |
| 1467 | HER2+ | HER2+ | ER-/HER2+ | 34.633333 | DECEASED | Died of Disease | 10 | 3 | 53.69 | l | 6.05000 | neg | post | BREAST CONSERVING | low | GAIN | HER2+ | Basal | YES | YES | YES | IDC | MB-5426 | 3.0 | 25.00 | 2.0 | - | + | + | MB-5426 | 34.633333 | Recurred/Progressed | Basal | 11 |
| 1468 | TNBC | TNBC | TNBC | 155.733333 | DECEASED | Died of Other Causes | 9 | 3 | 83.68 | r | 3.05000 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-5427 | 2.0 | 25.00 | 2.0 | - | - | - | MB-5427 | 155.733333 | DiseaseFree | Basal | 0 |
| 1469 | ER+ | ER+ | ER+ | 150.466667 | LIVING | Living | 4ER+ | 3 | 55.36 | l | 3.03000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5428 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5428 | 150.466667 | DiseaseFree | LumA | 0 |
| 1470 | ER+ | ER+ | ER+ | 30.700000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 86.04 | l | 3.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5429 | 2.0 | 20.00 | 1.0 | + | - | - | MB-5429 | 30.700000 | DiseaseFree | LumA | 0 |
| 1471 | ER+ | ER+ | ER+ | 15.866667 | DECEASED | Died of Disease | 4ER+ | 3 | 49.91 | l | 3.03000 | pos | pre | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-5431 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5431 | 15.866667 | Recurred/Progressed | Basal | 0 |
| 1472 | ER+ | ER+ | ER+ | 98.500000 | DECEASED | Died of Other Causes | 7 | 3 | 61.00 | l | 4.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5432 | 2.0 | 22.00 | 2.0 | + | - | + | MB-5432 | 98.500000 | DiseaseFree | LumA | 1 |
| 1473 | ER+ | ER+ | ER+ | 176.366667 | DECEASED | Died of Disease | 7 | 3 | 69.37 | r | 3.06000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5433 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5433 | 176.366667 | Recurred/Progressed | LumA | 0 |
| 1474 | ER+ | ER+ | ER+ | 45.166667 | DECEASED | Died of Disease | 9 | 3 | 71.07 | l | 5.11000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5434 | 3.0 | 55.00 | 3.0 | + | - | + | MB-5434 | 45.166667 | Recurred/Progressed | LumB | 1 |
| 1475 | ER+ | ER+ | ER+ | 104.000000 | DECEASED | Died of Other Causes | 9 | 3 | 77.09 | l | 1.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5435 | NaN | 25.00 | 2.0 | + | - | + | MB-5435 | 104.000000 | DiseaseFree | LumB | 0 |
| 1476 | TNBC | TNBC | TNBC | 196.633333 | LIVING | Living | 10 | 3 | 49.05 | l | 5.03600 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC-MED | MB-5440 | 3.0 | 18.00 | 2.0 | - | - | - | MB-5440 | 196.633333 | DiseaseFree | Basal | 1 |
| 1477 | HER2+ | HER2+ | ER-/HER2+ | 9.700000 | DECEASED | Died of Other Causes | 4ER- | 3 | 90.08 | r | 4.07000 | neg | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | Her2 | NO | YES | NO | IDC | MB-5441 | 3.0 | 35.00 | 3.0 | - | + | - | MB-5441 | 9.700000 | DiseaseFree | Her2 | 0 |
| 1478 | NaN | NaN | NaN | 205.800000 | LIVING | Living | 10 | 3 | 44.93 | r | 5.07000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5442 | 3.0 | 35.00 | 2.0 | - | - | + | MB-5442 | 205.800000 | DiseaseFree | Basal | 2 |
| 1479 | ER+ | ER+ | ER+ | 240.433333 | LIVING | Living | 7 | 3 | 49.58 | l | 2.03000 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5444 | 1.0 | 15.00 | NaN | + | - | + | MB-5444 | 240.433333 | DiseaseFree | LumA | 0 |
| 1480 | TNBC | TNBC | TNBC | 162.833333 | DECEASED | Died of Disease | 4ER- | 3 | 51.25 | l | 5.05000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Her2 | YES | YES | YES | IDC | MB-5446 | 3.0 | 25.00 | 2.0 | - | - | - | MB-5446 | 162.833333 | Recurred/Progressed | Her2 | 1 |
| 1481 | ER+ | ER+ | ER+ | 148.866667 | DECEASED | Died of Disease | 6 | 3 | 68.10 | l | 3.02400 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5447 | NaN | 12.00 | 3.0 | + | - | + | MB-5447 | 148.866667 | Recurred/Progressed | LumB | 5 |
| 1482 | TNBC | TNBC | TNBC | 190.200000 | LIVING | Living | 10 | 3 | 38.92 | r | 4.02400 | neg | pre | BREAST CONSERVING | low | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-5450 | 3.0 | 12.00 | 1.0 | - | - | - | MB-5450 | 190.200000 | DiseaseFree | Basal | 0 |
| 1483 | ER+ | ER+ | ER+ | 189.900000 | LIVING | Living | 8 | 3 | 43.44 | r | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5451 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5451 | 189.900000 | DiseaseFree | LumA | 0 |
| 1484 | ER+ | ER+ | ER+ | 16.166667 | DECEASED | Died of Other Causes | 2 | 3 | 66.20 | r | 4.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-5452 | 2.0 | 18.00 | 2.0 | + | - | + | MB-5452 | 16.166667 | DiseaseFree | LumA | 3 |
| 1485 | NaN | NaN | NaN | 57.300000 | DECEASED | Died of Disease | 4ER- | 3 | 36.99 | l | 5.06000 | neg | pre | BREAST CONSERVING | low | NEUT | ER-/HER2- | Normal | YES | NO | YES | IDC | MB-5453 | 3.0 | 30.00 | 2.0 | - | - | + | MB-5453 | 57.300000 | Recurred/Progressed | Normal | 3 |
| 1486 | ER+ | ER+ | ER+ | 50.666667 | DECEASED | Died of Disease | 10 | 3 | 55.57 | l | 6.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5454 | 3.0 | 30.00 | 2.0 | + | - | - | MB-5454 | 50.666667 | Recurred/Progressed | LumB | 4 |
| 1487 | ER+ | ER+ | ER+ | 61.800000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 73.24 | r | 4.02000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5455 | 2.0 | 10.00 | 2.0 | + | - | - | MB-5455 | 61.800000 | DiseaseFree | LumA | 2 |
| 1852 | ER+ | ER+ | ER+ | 164.566667 | DECEASED | Died of Disease | 3 | 3 | 52.57 | r | 3.03200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5457 | 2.0 | 16.00 | 1.0 | + | - | + | MB-5457 | 164.566667 | Recurred/Progressed | LumA | 0 |
| 1489 | HER2+ | HER2+ | ER-/HER2+ | 183.433333 | LIVING | Living | 5 | 3 | 54.96 | r | 5.05000 | neg | post | MASTECTOMY | low | GAIN | HER2+ | Basal | YES | NO | NO | IDC | MB-5458 | 3.0 | 25.00 | 2.0 | - | + | - | MB-5458 | 183.433333 | DiseaseFree | Basal | 1 |
| 1490 | HER2+ | ER+ | ER+/HER2+ | 90.800000 | DECEASED | Died of Disease | 5 | 3 | 64.07 | r | 5.04000 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | LumB | NO | YES | YES | IDC | MB-5459 | 3.0 | 20.00 | 2.0 | + | + | - | MB-5459 | 90.800000 | Recurred/Progressed | LumB | 1 |
| 1491 | ER+ | ER+ | ER+ | 218.633333 | LIVING | Living | 9 | 3 | 55.59 | l | 4.01000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- High Prolif | Basal | NO | NO | YES | IDC | MB-5460 | 3.0 | 5.00 | 1.0 | + | - | + | MB-5460 | 218.633333 | DiseaseFree | Basal | 0 |
| 1492 | ER+ | ER+ | ER+ | 58.133333 | DECEASED | Died of Other Causes | 9 | 3 | 71.91 | r | 3.09600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | ILC | MB-5463 | NaN | 48.00 | 2.0 | + | - | + | MB-5463 | 58.133333 | DiseaseFree | LumB | 16 |
| 1493 | ER+ | ER+ | ER+ | 116.533333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 65.58 | l | 2.03600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5464 | NaN | 18.00 | 2.0 | + | - | + | MB-5464 | 116.533333 | DiseaseFree | LumA | 2 |
| 1494 | TNBC | TNBC | TNBC | 18.800000 | DECEASED | Died of Disease | 10 | 3 | 69.83 | r | 4.05000 | neg | post | BREAST CONSERVING | low | LOSS | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-5465 | 3.0 | 25.00 | 2.0 | - | - | - | MB-5465 | 18.800000 | Recurred/Progressed | Basal | 0 |
| 1495 | ER+ | ER+ | ER+ | 186.100000 | LIVING | Living | 7 | 3 | 36.01 | r | 4.02000 | pos | pre | MASTECTOMY | NaN | NEUT | ER+/HER2- High Prolif | Normal | NO | NO | NO | IDC | MB-5467 | 3.0 | 10.00 | 1.0 | + | - | + | MB-5467 | 186.100000 | DiseaseFree | Normal | 0 |
| 1496 | HER2+ | HER2+ | ER-/HER2+ | 99.366667 | LIVING | Living | 10 | 3 | 48.10 | r | 5.05000 | neg | pre | BREAST CONSERVING | high | GAIN | ER-/HER2- | Basal | YES | NO | YES | IDC-MED | MB-5468 | 3.0 | 25.00 | 2.0 | - | + | - | MB-5468 | 99.366667 | DiseaseFree | Basal | 1 |
| 1497 | ER+ | ER+ | ER+ | 42.066667 | DECEASED | Died of Disease | 9 | 3 | 48.07 | r | 2.00000 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Basal | NO | NO | NO | IDC | MB-5470 | 1.0 | NaN | NaN | + | - | + | MB-5470 | 42.066667 | Recurred/Progressed | Basal | 0 |
| 1498 | ER+ | ER+ | ER+ | 185.766667 | LIVING | Living | 3 | 3 | 67.54 | r | 4.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-5471 | 3.0 | 13.00 | 1.0 | + | - | - | MB-5471 | 185.766667 | DiseaseFree | LumA | 0 |
| 1499 | ER+ | ER+ | ER+ | 19.566667 | DECEASED | Died of Disease | 8 | 3 | 74.78 | r | 3.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5472 | 2.0 | 25.00 | NaN | + | - | + | MB-5472 | 19.566667 | Recurred/Progressed | LumA | 0 |
| 1500 | ER+ | ER+ | ER+ | 125.900000 | DECEASED | Died of Other Causes | 3 | 3 | 72.61 | r | 6.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5473 | 3.0 | 35.00 | 2.0 | + | - | + | MB-5473 | 125.900000 | DiseaseFree | LumA | 5 |
| 1501 | HER2+ | HER2+ | ER-/HER2+ | 226.700000 | LIVING | Living | 5 | 3 | 46.26 | l | 5.07000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | claudin-low | YES | NO | NO | IDC | MB-5474 | 3.0 | 35.00 | 2.0 | - | + | - | MB-5474 | 226.700000 | DiseaseFree | Her2 | 1 |
| 1138 | ER+ | ER+ | ER+ | 2.533333 | DECEASED | Died of Other Causes | 2 | 3 | 73.55 | l | 4.04600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC | MB-5475 | 2.0 | 23.00 | 2.0 | + | - | + | MB-5475 | 2.533333 | DiseaseFree | LumB | 3 |
| 1139 | ER+ | ER+ | ER+ | 110.466667 | LIVING | Living | 3 | 3 | 59.02 | r | 3.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5477 | 2.0 | 35.00 | 2.0 | + | - | + | MB-5477 | 110.466667 | DiseaseFree | LumB | 0 |
| 1140 | ER+ | ER+ | ER+ | 34.300000 | DECEASED | Died of Other Causes | 3 | 3 | 72.23 | r | 6.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5478 | 3.0 | 20.00 | 3.0 | + | - | - | MB-5478 | 34.300000 | DiseaseFree | LumA | 21 |
| 1505 | ER+ | ER+ | ER+ | 46.366667 | DECEASED | Died of Disease | 6 | 3 | 57.62 | l | 5.06000 | pos | post | BREAST CONSERVING | high | UNDEF | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5481 | 3.0 | 30.00 | 2.0 | + | - | - | MB-5481 | 46.366667 | Recurred/Progressed | LumB | 1 |
| 1142 | ER+ | ER+ | ER+ | 17.666667 | DECEASED | Died of Disease | 10 | 3 | 40.75 | r | 5.03200 | neg | pre | BREAST CONSERVING | moderate | LOSS | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5482 | 3.0 | 16.00 | 2.0 | + | - | - | MB-5482 | 17.666667 | Recurred/Progressed | Basal | 2 |
| 1143 | HER2+ | HER2+ | ER-/HER2+ | 42.433333 | DECEASED | Died of Disease | 5 | 3 | 44.50 | r | 5.05000 | neg | pre | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-5483 | 2.0 | 25.00 | 2.0 | - | + | - | MB-5483 | 42.433333 | Recurred/Progressed | Her2 | 6 |
| 1144 | ER+ | ER+ | ER+ | 238.500000 | LIVING | Living | 7 | 3 | 47.30 | r | 3.04000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC+ILC | MB-5484 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5484 | 238.500000 | DiseaseFree | LumA | 0 |
| 1509 | ER+ | ER+ | ER+ | 31.800000 | DECEASED | Died of Other Causes | 9 | 3 | 80.08 | l | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5485 | 3.0 | 30.00 | 2.0 | + | - | - | MB-5485 | 31.800000 | DiseaseFree | LumB | 2 |
| 1146 | ER+ | ER+ | ER+ | 123.300000 | DECEASED | Died of Disease | 9 | 3 | 75.65 | l | 4.05000 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5486 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5486 | 123.300000 | Recurred/Progressed | LumB | 0 |
| 1147 | ER+ | ER+ | ER+ | 216.966667 | LIVING | Living | 3 | 3 | 53.60 | r | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5489 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5489 | 216.966667 | DiseaseFree | LumA | 0 |
| 1148 | ER+ | ER+ | ER+ | 51.200000 | DECEASED | Died of Disease | 8 | 3 | 65.31 | l | 3.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-5490 | 2.0 | 40.00 | 2.0 | + | - | + | MB-5490 | 51.200000 | Recurred/Progressed | LumA | 0 |
| 1513 | ER+ | ER+ | ER+ | 65.833333 | DECEASED | Died of Disease | 8 | 3 | 72.25 | r | 4.13000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-5491 | 3.0 | 65.00 | 2.0 | + | - | + | MB-5491 | 65.833333 | Recurred/Progressed | LumB | 0 |
| 1150 | ER+ | ER+ | ER+ | 23.366667 | DECEASED | Died of Disease | 3 | 3 | 74.28 | r | 6.10200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-5492 | 3.0 | 51.00 | NaN | + | - | - | MB-5492 | 23.366667 | Recurred/Progressed | LumA | 6 |
| 1151 | ER+ | ER+ | ER+ | 57.233333 | DECEASED | Died of Disease | 2 | 3 | 69.84 | r | 4.10200 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5493 | 3.0 | 51.00 | NaN | + | - | - | MB-5493 | 57.233333 | Recurred/Progressed | LumB | 0 |
| 1152 | ER+ | ER+ | ER+ | 228.800000 | LIVING | Living | 4ER+ | 3 | 42.64 | r | 3.04000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5495 | 2.0 | 20.00 | NaN | + | - | + | MB-5495 | 228.800000 | DiseaseFree | LumA | 0 |
| 1153 | ER+ | ER+ | ER+ | 237.500000 | LIVING | Living | 1 | 3 | 69.56 | r | 3.04000 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5497 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5497 | 237.500000 | DiseaseFree | LumB | 0 |
| 1154 | ER+ | ER+ | ER+ | 225.166667 | LIVING | Living | 1 | 3 | 64.10 | l | 4.03000 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-5498 | 3.0 | 15.00 | 1.0 | + | - | - | MB-5498 | 225.166667 | DiseaseFree | Her2 | 0 |
| 1155 | ER+ | ER+ | ER+ | 123.733333 | LIVING | Living | 4ER+ | 3 | 65.50 | r | 2.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-TUB | MB-5499 | 1.0 | 20.00 | 1.0 | + | - | + | MB-5499 | 123.733333 | DiseaseFree | LumA | 0 |
| 1156 | ER+ | ER+ | ER+ | 189.733333 | LIVING | Living | 7 | 3 | 51.62 | l | 3.05600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5502 | 2.0 | 28.00 | 2.0 | + | - | + | MB-5502 | 189.733333 | DiseaseFree | LumB | 0 |
| 1521 | ER+ | ER+ | ER+ | 164.600000 | DECEASED | Died of Disease | 3 | 3 | 74.26 | l | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5505 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5505 | 164.600000 | Recurred/Progressed | LumB | 0 |
| 1522 | ER+ | ER+ | ER+ | 103.100000 | DECEASED | Died of Disease | 3 | 3 | 75.73 | l | 4.07000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5510 | 3.0 | 35.00 | NaN | + | - | + | MB-5510 | 103.100000 | Recurred/Progressed | LumA | 0 |
| 1523 | NaN | NaN | NaN | 158.966667 | LIVING | Living | 10 | 3 | 54.18 | l | 4.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Her2 | NO | NO | NO | IDC | MB-5511 | 3.0 | 20.00 | 1.0 | - | - | + | MB-5511 | 158.966667 | DiseaseFree | Her2 | 0 |
| 1888 | ER+ | ER+ | ER+ | 36.633333 | DECEASED | Died of Disease | 6 | 3 | 86.55 | r | 5.05800 | pos | post | MASTECTOMY | low | LOSS | ER+/HER2- High Prolif | Basal | NO | YES | NO | IDC | MB-5513 | 2.0 | 29.00 | 2.0 | + | - | + | MB-5513 | 36.633333 | Recurred/Progressed | Basal | 4 |
| 1525 | ER+ | ER+ | ER+ | 182.900000 | LIVING | Living | 4ER+ | 3 | 63.45 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5514 | 2.0 | 20.00 | 2.0 | + | - | + | MB-5514 | 182.900000 | DiseaseFree | LumA | 1 |
| 1526 | ER+ | ER+ | ER+ | 30.866667 | DECEASED | Died of Disease | 4ER+ | 3 | 72.39 | l | 5.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5518 | 3.0 | 20.00 | 2.0 | + | - | + | MB-5518 | 30.866667 | Recurred/Progressed | LumB | 1 |
| 1527 | ER+ | ER+ | ER+ | 169.233333 | DECEASED | Died of Other Causes | 8 | 3 | 72.61 | l | 4.09000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5519 | 2.0 | 45.00 | NaN | + | - | + | MB-5519 | 169.233333 | DiseaseFree | LumA | 1 |
| 1528 | ER+ | ER+ | ER+ | 16.300000 | DECEASED | Died of Disease | 7 | 3 | 38.49 | l | 6.05000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5520 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5520 | 16.300000 | Recurred/Progressed | LumA | 4 |
| 1529 | ER+ | ER+ | ER+ | 124.800000 | LIVING | Living | 4ER+ | 3 | 69.27 | l | 4.09000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC-MED | MB-5521 | 3.0 | 45.00 | 2.0 | + | - | - | MB-5521 | 124.800000 | DiseaseFree | LumB | 0 |
| 1166 | ER+ | ER+ | ER+ | 2.000000 | LIVING | Living | 7 | 3 | 63.20 | r | 4.05600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5525 | 3.0 | 28.00 | 2.0 | + | - | - | MB-5525 | 2.000000 | DiseaseFree | LumB | 0 |
| 1531 | TNBC | TNBC | TNBC | 151.066667 | LIVING | Living | 10 | 3 | 45.42 | r | 4.04000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC-MED | MB-5526 | 3.0 | 20.00 | 1.0 | - | - | - | MB-5526 | 151.066667 | DiseaseFree | Basal | 0 |
| 1532 | HER2+ | HER2+ | ER-/HER2+ | 180.566667 | LIVING | Living | 4ER- | 3 | 53.48 | l | 5.02200 | neg | post | MASTECTOMY | NaN | GAIN | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-5527 | 2.0 | 11.00 | 2.0 | - | + | - | MB-5527 | 180.566667 | DiseaseFree | Her2 | 8 |
| 1169 | TNBC | TNBC | TNBC | 14.800000 | DECEASED | Died of Disease | 10 | 3 | 40.21 | l | 5.07000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5529 | 3.0 | 35.00 | 2.0 | - | - | - | MB-5529 | 14.800000 | Recurred/Progressed | Basal | 2 |
| 1170 | ER+ | ER+ | ER+ | 185.933333 | LIVING | Living | 7 | 3 | 50.61 | l | 5.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | Basal | NO | YES | NO | IDC | MB-5530 | 3.0 | 25.00 | 2.0 | + | - | + | MB-5530 | 185.933333 | DiseaseFree | Basal | 2 |
| 1171 | TNBC | TNBC | TNBC | 183.966667 | LIVING | Living | 10 | 3 | 66.56 | r | 3.03000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-5531 | 2.0 | 15.00 | 1.0 | - | - | - | MB-5531 | 183.966667 | DiseaseFree | Basal | 0 |
| 1172 | ER+ | ER+ | ER+ | 79.866667 | DECEASED | Died of Disease | 7 | 3 | 69.66 | r | 4.06000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5532 | 2.0 | 30.00 | 2.0 | + | - | - | MB-5532 | 79.866667 | Recurred/Progressed | LumA | 2 |
| 1537 | ER+ | ER+ | ER+ | 158.033333 | LIVING | Living | 1 | 3 | 71.64 | l | 5.04000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-5533 | 3.0 | 20.00 | 2.0 | + | - | + | MB-5533 | 158.033333 | DiseaseFree | Normal | 1 |
| 1174 | ER+ | ER+ | ER+ | 79.100000 | DECEASED | Died of Disease | 4ER+ | 3 | 80.09 | l | 5.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-5534 | 2.0 | 25.00 | 3.0 | + | - | - | MB-5534 | 79.100000 | Recurred/Progressed | LumB | 10 |
| 1539 | HER2+ | HER2+ | ER-/HER2+ | 120.133333 | DECEASED | Died of Disease | 5 | 3 | 49.87 | l | 6.04400 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-5535 | 3.0 | 22.00 | 2.0 | - | + | - | MB-5535 | 120.133333 | Recurred/Progressed | Her2 | 4 |
| 1904 | HER2+ | ER+ | ER+/HER2+ | 48.433333 | DECEASED | Died of Disease | 1 | 3 | 76.53 | l | 6.04000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5540 | 3.0 | 20.00 | NaN | + | + | - | MB-5540 | 48.433333 | Recurred/Progressed | LumB | 4 |
| 1177 | ER+ | ER+ | ER+ | 200.133333 | LIVING | Living | 4ER+ | 3 | 60.13 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5541 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5541 | 200.133333 | DiseaseFree | LumA | 0 |
| 1542 | ER+ | ER+ | ER+ | 34.433333 | DECEASED | Died of Other Causes | 3 | 3 | 79.11 | l | 4.08000 | pos | post | BREAST CONSERVING | low | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5543 | 3.0 | 40.00 | 2.0 | + | - | + | MB-5543 | 34.433333 | DiseaseFree | LumA | 0 |
| 1543 | ER+ | ER+ | ER+ | 233.266667 | LIVING | Living | 7 | 3 | 40.96 | r | 3.01000 | pos | pre | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC-MUC | MB-5546 | 2.0 | 5.00 | 1.0 | + | - | + | MB-5546 | 233.266667 | DiseaseFree | Normal | 0 |
| 1544 | TNBC | TNBC | TNBC | 98.566667 | LIVING | Living | 10 | 3 | 43.08 | r | 5.06000 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5547 | 3.0 | 30.00 | 2.0 | - | - | - | MB-5547 | 98.566667 | DiseaseFree | Basal | 1 |
| 1909 | TNBC | TNBC | TNBC | 25.333333 | LIVING | Living | 10 | 3 | 62.43 | l | 4.10000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-5548 | 3.0 | 50.00 | NaN | - | - | - | MB-5548 | 25.333333 | DiseaseFree | Basal | 0 |
| 1546 | HER2+ | HER2+ | ER-/HER2+ | 88.933333 | DECEASED | Died of Disease | 1 | 3 | 54.83 | l | 4.04000 | neg | post | BREAST CONSERVING | moderate | GAIN | ER-/HER2- | Her2 | YES | NO | YES | IDC | MB-5549 | 2.0 | 20.00 | 2.0 | - | + | - | MB-5549 | 88.933333 | Recurred/Progressed | Her2 | 2 |
| 1547 | ER+ | ER+ | ER+ | 171.300000 | DECEASED | Died of Other Causes | 3 | 3 | 84.30 | l | 3.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-5550 | 2.0 | 26.00 | 2.0 | + | - | + | MB-5550 | 171.300000 | DiseaseFree | LumA | 0 |
| 1548 | TNBC | TNBC | TNBC | 182.233333 | LIVING | Living | 10 | 3 | 67.24 | r | 4.05400 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-5551 | 3.0 | 27.00 | 2.0 | - | - | - | MB-5551 | 182.233333 | DiseaseFree | Basal | 0 |
| 1549 | ER+ | ER+ | ER+ | 34.700000 | DECEASED | Died of Disease | 6 | 3 | 69.77 | l | 2.08000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5552 | NaN | 40.00 | NaN | + | - | + | MB-5552 | 34.700000 | Recurred/Progressed | LumB | 2 |
| 1550 | ER+ | ER+ | ER+ | 154.500000 | DECEASED | Died of Other Causes | 2 | 3 | 70.52 | r | 3.06000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5553 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5553 | 154.500000 | DiseaseFree | LumB | 0 |
| 1875 | ER+ | ER+ | ER+ | 229.833333 | LIVING | Living | 2 | 3 | 57.75 | r | 2.05200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-5554 | 1.0 | 26.00 | 2.0 | + | - | + | MB-5554 | 229.833333 | DiseaseFree | LumA | 0 |
| 1552 | ER+ | ER+ | ER+ | 225.400000 | LIVING | Living | 1 | 3 | 53.56 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5556 | 3.0 | 20.00 | 1.0 | + | - | - | MB-5556 | 225.400000 | DiseaseFree | LumB | 0 |
| 1189 | HER2+ | HER2+ | ER-/HER2+ | 25.033333 | LIVING | Living | 5 | 3 | 35.13 | r | 5.15000 | neg | pre | MASTECTOMY | low | GAIN | HER2+ | Basal | YES | NO | NO | IDC | MB-5558 | 3.0 | 75.00 | 3.0 | - | + | + | MB-5558 | 25.033333 | DiseaseFree | Basal | 1 |
| 1190 | ER+ | ER+ | ER+ | 18.833333 | DECEASED | Died of Disease | 10 | 3 | 42.12 | l | 5.09600 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5559 | 3.0 | 48.00 | 2.0 | + | - | + | MB-5559 | 18.833333 | Recurred/Progressed | Basal | 1 |
| 1919 | TNBC | TNBC | TNBC | 186.600000 | LIVING | Living | 10 | 3 | 44.05 | r | 3.03000 | neg | pre | BREAST CONSERVING | moderate | LOSS | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-5560 | 2.0 | 15.00 | 1.0 | - | - | - | MB-5560 | 186.600000 | DiseaseFree | Basal | 0 |
| 1556 | ER+ | ER+ | ER+ | 102.966667 | DECEASED | Died of Other Causes | 2 | 3 | 73.93 | l | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5562 | 2.0 | 15.00 | 1.0 | + | - | + | MB-5562 | 102.966667 | DiseaseFree | LumB | 0 |
| 1557 | ER+ | ER+ | ER+ | 117.666667 | DECEASED | Died of Other Causes | 3 | 3 | 76.30 | r | 3.03000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-5563 | 2.0 | 15.00 | 1.0 | + | - | - | MB-5563 | 117.666667 | DiseaseFree | LumA | 0 |
| 1558 | NaN | NaN | NaN | 194.100000 | DECEASED | Died of Other Causes | 10 | 3 | 64.27 | l | 5.06000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC-MED | MB-5565 | 3.0 | 30.00 | 2.0 | - | - | + | MB-5565 | 194.100000 | DiseaseFree | Basal | 2 |
| 1195 | TNBC | TNBC | TNBC | 234.400000 | LIVING | Living | 10 | 3 | 38.44 | r | 6.06400 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-5566 | 3.0 | 32.00 | NaN | - | - | - | MB-5566 | 234.400000 | DiseaseFree | Basal | 14 |
| 1196 | ER+ | ER+ | ER+ | 178.566667 | DECEASED | Died of Other Causes | 3 | 3 | 74.95 | r | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5567 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5567 | 178.566667 | DiseaseFree | LumA | 0 |
| 1197 | ER+ | ER+ | ER+ | 153.866667 | DECEASED | Died of Disease | 7 | 3 | 78.84 | l | 4.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-5571 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5571 | 153.866667 | Recurred/Progressed | LumA | 1 |
| 1198 | TNBC | TNBC | TNBC | 178.633333 | LIVING | Living | 10 | 3 | 47.88 | r | 4.03000 | neg | pre | BREAST CONSERVING | NaN | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC-MED | MB-5572 | 3.0 | 15.00 | 1.0 | - | - | - | MB-5572 | 178.633333 | DiseaseFree | Basal | 0 |
| 1199 | ER+ | ER+ | ER+ | 117.666667 | DECEASED | Died of Other Causes | 1 | 3 | 52.63 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5575 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5575 | 117.666667 | DiseaseFree | LumB | 0 |
| 1200 | ER+ | ER+ | ER+ | 194.000000 | LIVING | Living | 1 | 3 | 67.79 | l | 4.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5576 | 3.0 | 20.00 | 1.0 | + | - | + | MB-5576 | 194.000000 | DiseaseFree | LumB | 0 |
| 1201 | TNBC | TNBC | TNBC | 55.400000 | DECEASED | Died of Disease | 3 | 3 | 68.64 | r | 6.12000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | claudin-low | NO | YES | NO | ILC | MB-5577 | 3.0 | 60.00 | 3.0 | - | - | - | MB-5577 | 55.400000 | Recurred/Progressed | Her2 | 8 |
| 1202 | ER+ | ER+ | ER+ | 90.600000 | DECEASED | Died of Disease | 2 | 3 | 68.82 | r | 6.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5579 | 3.0 | 30.00 | 2.0 | + | - | + | MB-5579 | 90.600000 | Recurred/Progressed | LumA | 4 |
| 1203 | ER+ | ER+ | ER+ | 71.633333 | DECEASED | Died of Other Causes | 4ER+ | 3 | 75.28 | l | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5580 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5580 | 71.633333 | DiseaseFree | LumA | 0 |
| 1204 | ER+ | ER+ | ER+ | 222.333333 | LIVING | Living | 3 | 3 | 46.43 | l | 3.02000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5582 | 2.0 | 10.00 | 1.0 | + | - | + | MB-5582 | 222.333333 | DiseaseFree | LumA | 0 |
| 1205 | ER+ | ER+ | ER+ | 111.366667 | LIVING | Living | 7 | 3 | 50.75 | l | 3.03200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5583 | 2.0 | 16.00 | 1.0 | + | - | + | MB-5583 | 111.366667 | DiseaseFree | LumA | 0 |
| 1206 | ER+ | ER+ | ER+ | 91.100000 | DECEASED | Died of Other Causes | 1 | 3 | 69.55 | l | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-5584 | 3.0 | 20.00 | 1.0 | + | - | - | MB-5584 | 91.100000 | DiseaseFree | Her2 | 0 |
| 1207 | ER+ | ER+ | ER+ | 53.900000 | DECEASED | Died of Disease | 8 | 3 | 75.88 | r | 3.07000 | pos | post | MASTECTOMY | NaN | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5585 | 2.0 | 35.00 | 2.0 | + | - | - | MB-5585 | 53.900000 | Recurred/Progressed | LumA | 0 |
| 1208 | ER+ | ER+ | ER+ | 81.133333 | DECEASED | Died of Disease | 4ER+ | 3 | 66.55 | r | 5.03600 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-5588 | 3.0 | 18.00 | 2.0 | + | - | - | MB-5588 | 81.133333 | Recurred/Progressed | Normal | 2 |
| 1209 | ER+ | ER+ | ER+ | 185.133333 | LIVING | Living | 8 | 3 | 70.86 | r | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5589 | 2.0 | 20.00 | NaN | + | - | + | MB-5589 | 185.133333 | DiseaseFree | LumA | 0 |
| 1210 | ER+ | ER+ | ER+ | 17.833333 | LIVING | Living | 4ER+ | 3 | 64.93 | r | 4.05200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5590 | 3.0 | 26.00 | 2.0 | + | - | + | MB-5590 | 17.833333 | DiseaseFree | LumB | 0 |
| 1211 | ER+ | ER+ | ER+ | 155.366667 | DECEASED | Died of Other Causes | 3 | 3 | 46.28 | l | 3.03000 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5591 | 2.0 | 15.00 | NaN | + | - | + | MB-5591 | 155.366667 | DiseaseFree | LumA | 0 |
| 1212 | ER+ | ER+ | ER+ | 26.333333 | DECEASED | Died of Other Causes | 8 | 3 | 66.01 | l | 3.04000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | ILC | MB-5592 | 2.0 | 20.00 | NaN | + | - | + | MB-5592 | 26.333333 | DiseaseFree | LumB | 0 |
| 1213 | HER2+ | HER2+ | ER-/HER2+ | 92.500000 | DECEASED | Died of Disease | 5 | 3 | 40.53 | l | 5.07000 | neg | pre | MASTECTOMY | low | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-5593 | 3.0 | 35.00 | NaN | - | + | - | MB-5593 | 92.500000 | Recurred/Progressed | Her2 | 1 |
| 1578 | ER+ | ER+ | ER+ | 167.933333 | DECEASED | Died of Disease | 3 | 3 | 54.27 | r | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-5596 | 2.0 | 30.00 | NaN | + | - | + | MB-5596 | 167.933333 | Recurred/Progressed | LumA | 20 |
| 1215 | ER+ | ER+ | ER+ | 32.733333 | DECEASED | Died of Other Causes | 3 | 3 | 75.38 | l | 4.06000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5597 | 2.0 | 30.00 | 2.0 | + | - | + | MB-5597 | 32.733333 | DiseaseFree | LumA | 1 |
| 1216 | ER+ | ER+ | ER+ | 224.866667 | LIVING | Living | 7 | 3 | 62.88 | r | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5599 | 2.0 | 20.00 | NaN | + | - | + | MB-5599 | 224.866667 | DiseaseFree | LumA | 3 |
| 1217 | ER+ | ER+ | ER+ | 214.800000 | DECEASED | Died of Other Causes | 3 | 3 | 61.73 | l | 4.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5601 | 2.0 | 16.00 | NaN | + | - | - | MB-5601 | 214.800000 | DiseaseFree | LumA | 3 |
| 1218 | TNBC | TNBC | TNBC | 224.433333 | LIVING | Living | 10 | 3 | 39.70 | l | 6.08000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-5602 | 3.0 | 40.00 | NaN | - | - | - | MB-5602 | 224.433333 | DiseaseFree | Basal | 8 |
| 1219 | ER+ | ER+ | ER+ | 171.633333 | DECEASED | Died of Other Causes | 2 | 3 | 70.79 | l | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5603 | 2.0 | 20.00 | NaN | + | - | - | MB-5603 | 171.633333 | DiseaseFree | LumA | 2 |
| 1220 | ER+ | ER+ | ER+ | 145.633333 | LIVING | Living | 1 | 3 | 66.88 | r | 4.05000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5604 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5604 | 145.633333 | DiseaseFree | LumB | 2 |
| 1585 | ER+ | ER+ | ER+ | 123.700000 | LIVING | Living | 3 | 3 | 40.37 | r | 3.05000 | pos | pre | BREAST CONSERVING | high | LOSS | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-5605 | 2.0 | 25.00 | 2.0 | + | - | + | MB-5605 | 123.700000 | DiseaseFree | LumB | 0 |
| 1222 | ER+ | ER+ | ER+ | 212.366667 | DECEASED | Died of Other Causes | 10 | 3 | 80.21 | l | 4.10000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5613 | 2.0 | 50.00 | 3.0 | + | - | + | MB-5613 | 212.366667 | DiseaseFree | LumB | 1 |
| 1223 | ER+ | ER+ | ER+ | 116.433333 | DECEASED | Died of Disease | 9 | 3 | 62.87 | l | 4.03400 | pos | post | BREAST CONSERVING | low | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-5614 | 3.0 | 17.00 | 1.0 | + | - | + | MB-5614 | 116.433333 | Recurred/Progressed | LumA | 0 |
| 1224 | TNBC | TNBC | TNBC | 180.633333 | LIVING | Living | 10 | 3 | 41.53 | l | 6.04000 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-5616 | 3.0 | 20.00 | 2.0 | - | - | - | MB-5616 | 180.633333 | DiseaseFree | Basal | 4 |
| 1225 | ER+ | ER+ | ER+ | 128.200000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 81.63 | r | 4.06400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5617 | 2.0 | 32.00 | 2.0 | + | - | + | MB-5617 | 128.200000 | DiseaseFree | LumA | 1 |
| 1226 | ER+ | ER+ | ER+ | 42.066667 | DECEASED | Died of Disease | 8 | 3 | 79.42 | l | 4.06200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-5620 | 2.0 | 31.00 | NaN | + | - | + | MB-5620 | 42.066667 | Recurred/Progressed | LumA | 2 |
| 1227 | ER+ | ER+ | ER+ | 182.933333 | LIVING | Living | 1 | 3 | 62.89 | l | 4.04600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5622 | 3.0 | 23.00 | 2.0 | + | - | + | MB-5622 | 182.933333 | DiseaseFree | LumB | 0 |
| 1228 | ER+ | ER+ | ER+ | 137.800000 | DECEASED | Died of Other Causes | 3 | 3 | 44.99 | r | 3.04000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5623 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5623 | 137.800000 | DiseaseFree | LumB | 0 |
| 1229 | TNBC | TNBC | TNBC | 136.000000 | LIVING | Living | 10 | 3 | 55.43 | r | 5.05000 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | YES | YES | ILC | MB-5624 | 3.0 | 25.00 | NaN | - | - | - | MB-5624 | 136.000000 | DiseaseFree | Basal | 1 |
| 1230 | TNBC | TNBC | TNBC | 32.300000 | DECEASED | Died of Disease | 9 | 3 | 45.51 | r | 5.08000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-5625 | 3.0 | 40.00 | NaN | - | - | - | MB-5625 | 32.300000 | Recurred/Progressed | Basal | 2 |
| 1231 | ER+ | ER+ | ER+ | 82.966667 | LIVING | Living | 8 | 3 | 73.75 | r | 5.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5626 | 2.0 | 20.00 | 2.0 | + | - | - | MB-5626 | 82.966667 | DiseaseFree | LumA | 5 |
| 1232 | HER2+ | ER+ | ER+/HER2+ | 42.600000 | DECEASED | Died of Disease | 5 | 3 | 65.06 | r | 6.00000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5628 | 3.0 | NaN | NaN | + | + | + | MB-5628 | 42.600000 | Recurred/Progressed | LumB | 4 |
| 1597 | ER+ | ER+ | ER+ | 103.800000 | DECEASED | Died of Other Causes | 3 | 3 | 71.36 | l | 3.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5629 | 2.0 | 30.00 | NaN | + | - | + | MB-5629 | 103.800000 | DiseaseFree | LumA | 0 |
| 1598 | ER+ | ER+ | ER+ | 38.166667 | DECEASED | Died of Disease | 9 | 3 | 78.55 | l | 5.07000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5632 | 2.0 | 35.00 | 2.0 | + | - | - | MB-5632 | 38.166667 | Recurred/Progressed | LumB | 4 |
| 1235 | TNBC | TNBC | TNBC | 35.033333 | DECEASED | Died of Disease | 4ER- | 3 | 62.70 | l | 6.06000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-5633 | 3.0 | 30.00 | 3.0 | - | - | - | MB-5633 | 35.033333 | Recurred/Progressed | Basal | 7 |
| 1236 | TNBC | TNBC | TNBC | 62.900000 | DECEASED | Died of Disease | 10 | 3 | 55.53 | r | 4.06000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-5634 | 3.0 | 30.00 | 2.0 | - | - | - | MB-5634 | 62.900000 | Recurred/Progressed | Basal | 0 |
| 1601 | ER+ | ER+ | ER+ | 21.066667 | DECEASED | Died of Disease | 4ER+ | 3 | 57.20 | r | 3.03000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5635 | 2.0 | 15.00 | 1.0 | + | - | - | MB-5635 | 21.066667 | Recurred/Progressed | LumA | 0 |
| 1238 | ER+ | ER+ | ER+ | 108.300000 | DECEASED | Died of Other Causes | 9 | 3 | 68.49 | r | 2.06000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5636 | NaN | 30.00 | NaN | + | - | + | MB-5636 | 108.300000 | DiseaseFree | LumB | 2 |
| 1239 | ER+ | ER+ | ER+ | 195.700000 | DECEASED | Died of Other Causes | 7 | 3 | 65.14 | l | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5638 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5638 | 195.700000 | DiseaseFree | LumA | 0 |
| 1240 | ER+ | ER+ | ER+ | 172.300000 | LIVING | Living | 4ER+ | 3 | 58.00 | l | 3.00200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC-MUC | MB-5640 | 2.0 | 1.00 | 1.0 | + | - | + | MB-5640 | 172.300000 | DiseaseFree | Normal | 0 |
| 1241 | ER+ | ER+ | ER+ | 181.866667 | LIVING | Living | 2 | 3 | 78.64 | l | 4.04400 | pos | post | BREAST CONSERVING | low | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5641 | 3.0 | 22.00 | 2.0 | + | - | + | MB-5641 | 181.866667 | DiseaseFree | LumB | 0 |
| 1242 | ER+ | ER+ | ER+ | 156.800000 | DECEASED | Died of Other Causes | 4ER+ | 3 | 68.13 | l | 4.06800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5642 | 2.0 | 34.00 | 3.0 | + | - | + | MB-5642 | 156.800000 | DiseaseFree | LumA | 1 |
| 1243 | ER+ | ER+ | ER+ | 22.233333 | DECEASED | Died of Other Causes | 7 | 3 | 71.31 | r | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5645 | 2.0 | 20.00 | 1.0 | + | - | + | MB-5645 | 22.233333 | DiseaseFree | LumA | 0 |
| 1244 | ER+ | ER+ | ER+ | 167.100000 | DECEASED | Died of Other Causes | 1 | 3 | 58.40 | r | 4.06000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-5646 | 3.0 | 30.00 | 2.0 | + | - | - | MB-5646 | 167.100000 | DiseaseFree | LumB | 0 |
| 1245 | ER+ | ER+ | ER+ | 30.800000 | DECEASED | Died of Other Causes | 6 | 3 | 65.43 | r | 6.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-5647 | 3.0 | 35.00 | 2.0 | + | - | - | MB-5647 | 30.800000 | DiseaseFree | LumA | 11 |
| 1246 | ER+ | ER+ | ER+ | 199.966667 | DECEASED | Died of Other Causes | 8 | 3 | 74.92 | r | 4.08000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-5648 | 2.0 | 40.00 | 2.0 | + | - | + | MB-5648 | 199.966667 | DiseaseFree | LumA | 2 |
| 1247 | TNBC | TNBC | TNBC | 21.000000 | DECEASED | Died of Disease | 3 | 3 | 51.98 | r | 5.05200 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-5651 | 3.0 | 26.00 | 2.0 | - | - | - | MB-5651 | 21.000000 | Recurred/Progressed | Basal | 1 |
| 1248 | ER+ | ER+ | ER+ | 104.666667 | DECEASED | Died of Other Causes | 4ER- | 3 | 68.75 | l | 4.03000 | neg | post | BREAST CONSERVING | moderate | GAIN | ER-/HER2- | Normal | NO | YES | YES | IDC | MB-5652 | 3.0 | 15.00 | 1.0 | + | - | - | MB-5652 | 104.666667 | DiseaseFree | Normal | 0 |
| 1249 | ER+ | ER+ | ER+ | 194.600000 | LIVING | Living | 9 | 3 | 60.72 | l | 4.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5653 | 3.0 | 25.00 | 2.0 | + | - | - | MB-5653 | 194.600000 | DiseaseFree | LumB | 0 |
| 1250 | ER+ | ER+ | ER+ | 173.033333 | DECEASED | Died of Other Causes | 8 | 3 | 82.94 | l | 4.11000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-5654 | 2.0 | 55.00 | NaN | + | - | + | MB-5654 | 173.033333 | DiseaseFree | LumB | 1 |
| 1251 | TNBC | TNBC | TNBC | 191.800000 | LIVING | Living | 10 | 3 | 67.57 | r | 4.05000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-5655 | 3.0 | 25.00 | 2.0 | - | - | - | MB-5655 | 191.800000 | DiseaseFree | Basal | 0 |
| 1252 | ER+ | ER+ | ER+ | 126.400000 | DECEASED | Died of Other Causes | 3 | 3 | 74.76 | l | 3.03200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-5656 | 2.0 | 16.00 | 1.0 | + | - | + | MB-5656 | 126.400000 | DiseaseFree | Normal | 0 |
| 1253 | ER+ | ER+ | ER+ | 135.300000 | DECEASED | Died of Other Causes | 3 | 5 | 68.70 | l | 3.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-6001 | 2.0 | 15.00 | NaN | + | - | - | MB-6001 | 135.300000 | DiseaseFree | LumA | 0 |
| 1254 | ER+ | ER+ | ER+ | 63.566667 | DECEASED | Died of Other Causes | 3 | 5 | 86.61 | l | 2.03200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6006 | 1.0 | 16.00 | 1.0 | + | - | + | MB-6006 | 63.566667 | DiseaseFree | LumA | 0 |
| 1255 | ER+ | ER+ | ER+ | 70.533333 | DECEASED | Died of Other Causes | 3 | 5 | 70.65 | r | 3.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-6007 | 2.0 | 25.00 | 2.0 | + | - | - | MB-6007 | 70.533333 | DiseaseFree | Her2 | 0 |
| 1256 | ER+ | ER+ | ER+ | 69.100000 | DECEASED | Died of Disease | 9 | 5 | 80.33 | l | 4.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC+ILC | MB-6008 | 3.0 | 25.00 | NaN | + | - | + | MB-6008 | 69.100000 | Recurred/Progressed | LumB | 0 |
| 1257 | ER+ | ER+ | ER+ | 218.233333 | LIVING | Living | 10 | 5 | 70.28 | l | 4.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | INVASIVE TUMOUR | MB-6010 | 3.0 | 15.00 | NaN | + | - | - | MB-6010 | 218.233333 | DiseaseFree | LumB | 0 |
| 1258 | ER+ | ER+ | ER+ | 211.133333 | DECEASED | Died of Disease | 1 | 5 | 59.22 | l | 1.05000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6011 | NaN | 25.00 | NaN | + | - | - | MB-6011 | 211.133333 | Recurred/Progressed | LumB | 0 |
| 1259 | ER+ | ER+ | ER+ | 144.433333 | DECEASED | Died of Other Causes | 8 | 5 | 67.46 | l | 3.06600 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-6012 | 2.0 | 33.00 | NaN | + | - | + | MB-6012 | 144.433333 | DiseaseFree | LumA | 0 |
| 1260 | ER+ | ER+ | ER+ | 191.933333 | DECEASED | Died of Other Causes | 4ER- | 5 | 44.48 | r | 2.11400 | neg | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC+ILC | MB-6014 | 1.0 | 57.00 | NaN | + | - | + | MB-6014 | 191.933333 | DiseaseFree | Normal | 0 |
| 1261 | ER+ | ER+ | ER+ | 143.533333 | DECEASED | Died of Other Causes | 4ER+ | 5 | 87.32 | r | 3.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6016 | 2.0 | 23.00 | NaN | + | - | + | MB-6016 | 143.533333 | DiseaseFree | LumA | 0 |
| 1262 | ER+ | ER+ | ER+ | 70.900000 | DECEASED | Died of Other Causes | 3 | 5 | 72.19 | l | 2.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6017 | 1.0 | 30.00 | NaN | + | - | + | MB-6017 | 70.900000 | DiseaseFree | LumA | 0 |
| 1263 | ER+ | ER+ | ER+ | 143.166667 | DECEASED | Died of Disease | 8 | 5 | 65.03 | r | 3.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6018 | 2.0 | 25.00 | NaN | + | - | + | MB-6018 | 143.166667 | Recurred/Progressed | LumA | 0 |
| 1264 | ER+ | ER+ | ER+ | 13.533333 | DECEASED | Died of Other Causes | 4ER+ | 5 | 67.00 | l | 3.14000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-6019 | 2.0 | 70.00 | NaN | + | - | - | MB-6019 | 13.533333 | DiseaseFree | Normal | 0 |
| 1265 | HER2+ | ER+ | ER+/HER2+ | 48.266667 | DECEASED | Died of Other Causes | 1 | 5 | 75.63 | l | 3.04000 | pos | post | MASTECTOMY | low | GAIN | HER2+ | LumB | NO | NO | NO | IDC | MB-6020 | 2.0 | 20.00 | NaN | + | + | - | MB-6020 | 48.266667 | DiseaseFree | LumB | 0 |
| 1266 | ER+ | ER+ | ER+ | 301.233333 | LIVING | Living | 3 | 5 | 51.94 | r | 3.00000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | ILC | MB-6021 | 2.0 | NaN | NaN | + | - | + | MB-6021 | 301.233333 | DiseaseFree | LumA | 0 |
| 1267 | ER+ | ER+ | ER+ | 52.066667 | DECEASED | Died of Disease | 8 | 5 | 90.00 | r | 4.10000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC+ILC | MB-6022 | 2.0 | 50.00 | NaN | + | - | + | MB-6022 | 52.066667 | Recurred/Progressed | LumB | 2 |
| 1268 | ER+ | ER+ | ER+ | 232.966667 | LIVING | Living | 8 | 5 | 60.28 | r | 3.06800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | NO | NO | ILC | MB-6023 | 2.0 | 34.00 | NaN | + | - | - | MB-6023 | 232.966667 | DiseaseFree | Normal | 0 |
| 1269 | ER+ | ER+ | ER+ | 252.266667 | DECEASED | Died of Disease | 8 | 5 | 65.63 | r | 4.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6024 | 2.0 | 20.00 | NaN | + | - | + | MB-6024 | 252.266667 | Recurred/Progressed | LumA | 2 |
| 1270 | ER+ | ER+ | ER+ | 49.733333 | DECEASED | Died of Other Causes | 1 | 5 | 87.75 | r | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6026 | 2.0 | 25.00 | NaN | + | - | - | MB-6026 | 49.733333 | DiseaseFree | LumB | 0 |
| 1271 | ER+ | ER+ | ER+ | 278.366667 | DECEASED | Died of Disease | 7 | 5 | 63.35 | l | 6.02000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-6029 | 3.0 | 10.00 | NaN | + | - | + | MB-6029 | 278.366667 | Recurred/Progressed | LumA | 6 |
| 1636 | ER+ | ER+ | ER+ | 145.366667 | DECEASED | Died of Other Causes | 7 | 5 | 66.76 | l | 2.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6030 | 1.0 | 20.00 | NaN | + | - | + | MB-6030 | 145.366667 | DiseaseFree | LumA | 0 |
| 1637 | HER2+ | HER2+ | ER-/HER2+ | 287.933333 | LIVING | Living | 10 | 5 | 44.65 | l | 4.04000 | neg | pre | MASTECTOMY | moderate | GAIN | ER-/HER2- | claudin-low | NO | NO | NO | IDC-MED | MB-6036 | 3.0 | 20.00 | NaN | - | + | - | MB-6036 | 287.933333 | DiseaseFree | Basal | 0 |
| 1638 | ER+ | ER+ | ER+ | 73.133333 | DECEASED | Died of Other Causes | 9 | 5 | 65.96 | r | 5.07000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-6039 | 3.0 | 35.00 | NaN | + | - | + | MB-6039 | 73.133333 | DiseaseFree | Her2 | 1 |
| 1639 | ER+ | ER+ | ER+ | 263.433333 | LIVING | Living | 3 | 5 | 70.12 | r | 3.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-6042 | 2.0 | 30.00 | NaN | + | - | + | MB-6042 | 263.433333 | DiseaseFree | Normal | 0 |
| 1276 | ER+ | ER+ | ER+ | 219.100000 | DECEASED | Died of Other Causes | 6 | 5 | 70.64 | r | 3.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | NO | IDC | MB-6044 | 2.0 | 30.00 | NaN | + | - | - | MB-6044 | 219.100000 | DiseaseFree | Her2 | 0 |
| 1641 | ER+ | ER+ | ER+ | 37.866667 | DECEASED | Died of Disease | 9 | 5 | 72.94 | r | 5.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-6047 | 2.0 | 15.00 | NaN | + | - | + | MB-6047 | 37.866667 | Recurred/Progressed | Her2 | 12 |
| 1278 | HER2+ | ER+ | ER+/HER2+ | 168.200000 | DECEASED | Died of Other Causes | 9 | 5 | 58.84 | l | 3.05000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-6048 | 2.0 | 25.00 | NaN | + | + | + | MB-6048 | 168.200000 | DiseaseFree | Her2 | 0 |
| 1279 | HER2+ | ER+ | ER+/HER2+ | 264.233333 | LIVING | Living | 5 | 5 | 62.29 | l | 3.08000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-6049 | 2.0 | 40.00 | NaN | + | + | + | MB-6049 | 264.233333 | DiseaseFree | Her2 | 0 |
| 1644 | ER+ | ER+ | ER+ | 192.200000 | LIVING | Living | 8 | 5 | 51.07 | r | 3.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6050 | 2.0 | 20.00 | NaN | + | - | + | MB-6050 | 192.200000 | DiseaseFree | LumA | 0 |
| 1281 | ER+ | ER+ | ER+ | 186.833333 | DECEASED | Died of Disease | 3 | 5 | 65.39 | r | 4.07200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-6051 | 2.0 | 36.00 | NaN | + | - | - | MB-6051 | 186.833333 | Recurred/Progressed | LumA | 1 |
| 1282 | TNBC | TNBC | TNBC | 255.366667 | LIVING | Living | 4ER- | 5 | 36.47 | l | 4.03000 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | INVASIVE TUMOUR | MB-6052 | 3.0 | 15.00 | NaN | - | - | - | MB-6052 | 255.366667 | DiseaseFree | Basal | 0 |
| 1647 | ER+ | ER+ | ER+ | 250.800000 | LIVING | Living | 1 | 5 | 69.39 | l | 3.05200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6053 | 1.0 | 26.00 | NaN | + | - | - | MB-6053 | 250.800000 | DiseaseFree | LumB | 2 |
| 1648 | TNBC | TNBC | TNBC | 200.433333 | LIVING | Living | 10 | 5 | 33.08 | l | 5.05000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-6055 | 3.0 | 25.00 | NaN | - | - | - | MB-6055 | 200.433333 | DiseaseFree | Basal | 2 |
| 1285 | TNBC | TNBC | TNBC | 22.666667 | DECEASED | Died of Disease | 10 | 5 | 41.79 | r | 4.03600 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-6058 | 2.0 | 18.00 | NaN | - | - | - | MB-6058 | 22.666667 | Recurred/Progressed | Basal | 2 |
| 1650 | ER+ | ER+ | ER+ | 278.466667 | LIVING | Living | 7 | 5 | 50.88 | r | 4.09600 | neg | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Normal | YES | NO | NO | IDC | MB-6059 | 2.0 | 48.00 | NaN | + | - | + | MB-6059 | 278.466667 | DiseaseFree | Normal | 1 |
| 1287 | ER+ | ER+ | ER+ | 38.033333 | DECEASED | Died of Other Causes | 5 | 5 | 53.79 | l | 4.06000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6060 | 3.0 | 30.00 | NaN | + | - | + | MB-6060 | 38.033333 | DiseaseFree | LumB | 0 |
| 1288 | TNBC | TNBC | TNBC | 282.366667 | LIVING | Living | 10 | 5 | 31.60 | l | 4.04400 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC-MED | MB-6062 | 3.0 | 22.00 | NaN | - | - | - | MB-6062 | 282.366667 | DiseaseFree | Basal | 0 |
| 1653 | HER2+ | HER2+ | ER-/HER2+ | 15.600000 | DECEASED | Died of Disease | 5 | 5 | 58.90 | l | 6.24000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Normal | YES | NO | NO | IDC | MB-6063 | 3.0 | 120.00 | NaN | - | + | - | MB-6063 | 15.600000 | Recurred/Progressed | Normal | 16 |
| 1290 | ER+ | ER+ | ER+ | 188.533333 | DECEASED | Died of Other Causes | 8 | 5 | 76.69 | r | 3.09600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-MUC | MB-6065 | 1.0 | 48.00 | NaN | + | - | + | MB-6065 | 188.533333 | DiseaseFree | LumA | 1 |
| 1291 | NaN | NaN | NaN | 182.600000 | DECEASED | Died of Other Causes | 4ER- | 5 | 43.75 | r | 3.00000 | neg | pre | MASTECTOMY | moderate | NEUT | NaN | Basal | NO | NO | NO | IDC | MB-6068 | 2.0 | NaN | NaN | - | - | + | MB-6068 | 182.600000 | DiseaseFree | Basal | 0 |
| 1292 | ER+ | ER+ | ER+ | 258.133333 | DECEASED | Died of Other Causes | 7 | 5 | 75.55 | r | 5.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-6069 | 2.0 | 20.00 | NaN | + | - | + | MB-6069 | 258.133333 | DiseaseFree | LumA | 5 |
| 1293 | ER+ | ER+ | ER+ | 57.400000 | DECEASED | Died of Disease | 7 | 5 | 72.81 | l | 5.06800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-6071 | 2.0 | 34.00 | NaN | + | - | + | MB-6071 | 57.400000 | Recurred/Progressed | LumA | 7 |
| 1658 | ER+ | ER+ | ER+ | 182.333333 | DECEASED | Died of Disease | 7 | 5 | 84.04 | l | 3.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6075 | 2.0 | 25.00 | NaN | + | - | + | MB-6075 | 182.333333 | Recurred/Progressed | LumB | 0 |
| 1659 | ER+ | ER+ | ER+ | 170.266667 | DECEASED | Died of Other Causes | 7 | 5 | 70.92 | l | 3.03200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | NC | NO | NO | NO | IDC | MB-6077 | 2.0 | 16.00 | NaN | + | - | + | MB-6077 | 170.266667 | DiseaseFree | NC | 0 |
| 1660 | ER+ | ER+ | ER+ | 239.166667 | DECEASED | Died of Disease | 9 | 5 | 68.91 | r | 3.00000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6079 | 2.0 | NaN | NaN | + | - | - | MB-6079 | 239.166667 | Recurred/Progressed | LumB | 0 |
| 1661 | ER+ | ER+ | ER+ | 54.100000 | DECEASED | Died of Disease | 4ER+ | 5 | 79.04 | r | 6.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6080 | 3.0 | 30.00 | 3.0 | + | - | + | MB-6080 | 54.100000 | Recurred/Progressed | LumB | 5 |
| 1662 | HER2+ | ER+ | ER+/HER2+ | 102.500000 | DECEASED | Died of Disease | 7 | 5 | 46.47 | r | 5.14000 | neg | pre | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | YES | NO | NO | IDC | MB-6082 | 2.0 | 70.00 | NaN | + | + | - | MB-6082 | 102.500000 | Recurred/Progressed | Normal | 8 |
| 1663 | ER+ | ER+ | ER+ | 164.033333 | DECEASED | Died of Other Causes | 8 | 5 | 73.03 | l | 3.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6083 | 2.0 | 21.00 | NaN | + | - | + | MB-6083 | 164.033333 | DiseaseFree | LumA | 0 |
| 1664 | HER2+ | HER2+ | ER-/HER2+ | 23.900000 | LIVING | Living | 4ER- | 5 | 58.38 | r | 5.05200 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | Her2 | YES | YES | NO | IDC | MB-6085 | 2.0 | 26.00 | NaN | - | + | - | MB-6085 | 23.900000 | DiseaseFree | Her2 | 4 |
| 1959 | ER+ | ER+ | ER+ | 2.300000 | DECEASED | Died of Other Causes | 3 | 5 | 80.59 | r | 3.04200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-6092 | 2.0 | 21.00 | NaN | + | - | - | MB-6092 | 2.300000 | DiseaseFree | Normal | 0 |
| 1666 | ER+ | ER+ | ER+ | 159.700000 | DECEASED | Died of Other Causes | 8 | 5 | 68.59 | r | 4.01600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-6097 | 2.0 | 8.00 | NaN | + | - | - | MB-6097 | 159.700000 | DiseaseFree | LumA | 1 |
| 1667 | TNBC | TNBC | TNBC | 10.633333 | DECEASED | Died of Disease | 10 | 5 | 28.29 | l | 5.16000 | neg | pre | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | NO | IDC | MB-6098 | 3.0 | 80.00 | NaN | - | - | - | MB-6098 | 10.633333 | Recurred/Progressed | Basal | 1 |
| 1668 | HER2+ | HER2+ | ER-/HER2+ | 10.066667 | DECEASED | Died of Disease | 5 | 5 | 53.45 | l | 4.06000 | neg | post | BREAST CONSERVING | high | GAIN | NaN | Her2 | YES | NO | YES | IDC | MB-6100 | 2.0 | 30.00 | 3.0 | - | + | - | MB-6100 | 10.066667 | Recurred/Progressed | Her2 | 2 |
| 1940 | ER+ | ER+ | ER+ | 77.500000 | DECEASED | Died of Other Causes | 7 | 5 | 82.51 | l | 3.07000 | pos | post | MASTECTOMY | high | NEUT | NaN | Normal | NO | NO | NO | INVASIVE TUMOUR | MB-6101 | 2.0 | 35.00 | NaN | + | - | + | MB-6101 | 77.500000 | DiseaseFree | Normal | 0 |
| 1670 | ER+ | ER+ | ER+ | 239.400000 | LIVING | Living | 3 | 5 | 66.28 | l | 3.00000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | INVASIVE TUMOUR | MB-6103 | 2.0 | NaN | NaN | + | - | - | MB-6103 | 239.400000 | DiseaseFree | Normal | 0 |
| 1671 | HER2+ | ER+ | ER+/HER2+ | 192.200000 | DECEASED | Died of Other Causes | 7 | 5 | 78.93 | l | 2.02600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | NO | IDC | MB-6105 | 1.0 | 13.00 | NaN | + | + | + | MB-6105 | 192.200000 | DiseaseFree | Her2 | 0 |
| 1672 | ER+ | ER+ | ER+ | 123.333333 | DECEASED | Died of Other Causes | 3 | 5 | 71.38 | l | 4.00000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-6107 | 3.0 | NaN | NaN | + | - | + | MB-6107 | 123.333333 | DiseaseFree | Normal | 0 |
| 1673 | ER+ | ER+ | ER+ | 193.966667 | LIVING | Living | 4ER+ | 5 | 38.01 | r | 3.03600 | pos | pre | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6108 | 2.0 | 18.00 | 1.0 | + | - | + | MB-6108 | 193.966667 | DiseaseFree | LumA | 0 |
| 1917 | HER2+ | ER+ | ER+/HER2+ | 124.566667 | DECEASED | Died of Disease | 5 | 5 | 39.41 | l | 4.04000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | NO | INVASIVE TUMOUR | MB-6113 | 2.0 | 20.00 | 2.0 | + | + | - | MB-6113 | 124.566667 | Recurred/Progressed | Her2 | 2 |
| 1675 | HER2+ | ER+ | ER+/HER2+ | 66.833333 | LIVING | Living | 5 | 5 | 70.76 | r | 5.05600 | neg | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | YES | NO | NO | IDC | MB-6114 | 2.0 | 28.00 | NaN | + | + | + | MB-6114 | 66.833333 | DiseaseFree | Her2 | 10 |
| 1676 | HER2+ | ER+ | ER+/HER2+ | 193.133333 | LIVING | Living | 5 | 5 | 66.13 | r | 3.06000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-6116 | 2.0 | 30.00 | NaN | + | + | + | MB-6116 | 193.133333 | DiseaseFree | Her2 | 0 |
| 1963 | ER+ | ER+ | ER+ | 264.600000 | LIVING | Living | 3 | 5 | 41.11 | r | 3.03000 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-6118 | 2.0 | 15.00 | 1.0 | + | - | + | MB-6118 | 264.600000 | DiseaseFree | LumA | 0 |
| 1678 | ER+ | ER+ | ER+ | 260.200000 | LIVING | Living | 4ER- | 5 | 54.74 | l | 4.07000 | neg | post | MASTECTOMY | moderate | LOSS | ER-/HER2- | Basal | YES | NO | NO | IDC | MB-6122 | 2.0 | 35.00 | NaN | + | - | + | MB-6122 | 260.200000 | DiseaseFree | Basal | 3 |
| 1679 | ER+ | ER+ | ER+ | 115.633333 | DECEASED | Died of Other Causes | 3 | 5 | 76.99 | r | 6.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-6124 | 3.0 | 15.00 | NaN | + | - | + | MB-6124 | 115.633333 | DiseaseFree | LumA | 15 |
| 1680 | ER+ | ER+ | ER+ | 153.900000 | DECEASED | Died of Other Causes | 4ER+ | 5 | 63.27 | l | 3.03000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-6125 | 2.0 | 15.00 | NaN | + | - | + | MB-6125 | 153.900000 | DiseaseFree | Normal | 0 |
| 1681 | HER2+ | HER2+ | ER-/HER2+ | 257.666667 | LIVING | Living | 5 | 5 | 57.27 | l | 3.12200 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-6131 | 2.0 | 61.00 | NaN | - | + | - | MB-6131 | 257.666667 | DiseaseFree | Her2 | 0 |
| 1682 | ER+ | ER+ | ER+ | 61.800000 | DECEASED | Died of Disease | 3 | 5 | 74.60 | r | 3.07800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | ILC | MB-6133 | 2.0 | 39.00 | NaN | + | - | - | MB-6133 | 61.800000 | Recurred/Progressed | LumA | 0 |
| 1683 | ER+ | ER+ | ER+ | 78.600000 | DECEASED | Died of Other Causes | 9 | 5 | 69.38 | r | 4.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6135 | 2.0 | 15.00 | NaN | + | - | + | MB-6135 | 78.600000 | DiseaseFree | LumB | 1 |
| 1684 | ER+ | ER+ | ER+ | 25.633333 | DECEASED | Died of Disease | 3 | 5 | 85.85 | l | 6.07400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | ILC | MB-6138 | 3.0 | 37.00 | 2.0 | + | - | - | MB-6138 | 25.633333 | Recurred/Progressed | LumB | 4 |
| 1915 | ER+ | ER+ | ER+ | 78.866667 | DECEASED | Died of Other Causes | 8 | 5 | 79.84 | l | 6.00000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6141 | 3.0 | NaN | NaN | + | - | - | MB-6141 | 78.866667 | DiseaseFree | LumB | 4 |
| 1686 | TNBC | TNBC | TNBC | 255.600000 | LIVING | Living | 9 | 5 | 60.60 | r | 4.09200 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | INVASIVE TUMOUR | MB-6143 | 3.0 | 46.00 | 2.0 | - | - | - | MB-6143 | 255.600000 | DiseaseFree | Basal | 0 |
| 1687 | TNBC | TNBC | TNBC | 254.933333 | LIVING | Living | 10 | 5 | 64.55 | l | 3.04000 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC-MED | MB-6144 | 2.0 | 20.00 | NaN | - | - | - | MB-6144 | 254.933333 | DiseaseFree | Basal | 0 |
| 1688 | ER+ | ER+ | ER+ | 34.333333 | DECEASED | Died of Disease | 7 | 5 | 60.41 | l | 4.09000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6145 | 2.0 | 45.00 | NaN | + | - | - | MB-6145 | 34.333333 | Recurred/Progressed | LumB | 3 |
| 1932 | ER+ | ER+ | ER+ | 89.600000 | DECEASED | Died of Disease | 4ER+ | 5 | 51.04 | l | 5.01200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-6146 | 3.0 | 6.00 | NaN | + | - | + | MB-6146 | 89.600000 | Recurred/Progressed | Her2 | 3 |
| 1690 | ER+ | ER+ | ER+ | 238.066667 | DECEASED | Died of Other Causes | 4ER+ | 5 | 76.01 | r | 2.03000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | NO | ILC | MB-6147 | 1.0 | 15.00 | NaN | + | - | + | MB-6147 | 238.066667 | DiseaseFree | Normal | 0 |
| 1691 | ER+ | ER+ | ER+ | 74.933333 | DECEASED | Died of Other Causes | 7 | 5 | 70.90 | r | 2.05200 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-6149 | 1.0 | 26.00 | NaN | + | - | + | MB-6149 | 74.933333 | DiseaseFree | LumA | 0 |
| 1692 | ER+ | ER+ | ER+ | 77.666667 | DECEASED | Died of Other Causes | 4ER+ | 5 | 59.47 | l | 3.04200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6150 | 2.0 | 21.00 | NaN | + | - | - | MB-6150 | 77.666667 | DiseaseFree | LumB | 0 |
| 1936 | TNBC | TNBC | TNBC | 228.900000 | LIVING | Living | 10 | 5 | 60.62 | r | 3.03400 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-6152 | 2.0 | 17.00 | NaN | - | - | - | MB-6152 | 228.900000 | DiseaseFree | Basal | 0 |
| 1694 | ER+ | ER+ | ER+ | 195.300000 | LIVING | Living | 8 | 5 | 71.74 | r | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6154 | 2.0 | 25.00 | NaN | + | - | + | MB-6154 | 195.300000 | DiseaseFree | LumB | 0 |
| 1695 | HER2+ | HER2+ | ER-/HER2+ | 58.933333 | DECEASED | Died of Disease | 5 | 5 | 49.50 | l | 4.05000 | pos | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | INVASIVE TUMOUR | MB-6156 | 3.0 | 25.00 | NaN | - | + | + | MB-6156 | 58.933333 | Recurred/Progressed | Her2 | 0 |
| 1696 | HER2+ | ER+ | ER+/HER2+ | 15.866667 | DECEASED | Died of Disease | 5 | 5 | 86.29 | l | 6.07000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Basal | NO | YES | YES | IDC | MB-6157 | 3.0 | 35.00 | NaN | + | + | - | MB-6157 | 15.866667 | Recurred/Progressed | Basal | 14 |
| 1697 | HER2+ | HER2+ | ER-/HER2+ | 247.366667 | LIVING | Living | 9 | 5 | 46.23 | r | 4.00000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | NO | NO | INVASIVE TUMOUR | MB-6160 | 2.0 | NaN | NaN | - | + | - | MB-6160 | 247.366667 | DiseaseFree | Her2 | 1 |
| 1698 | ER+ | ER+ | ER+ | 88.666667 | DECEASED | Died of Other Causes | 8 | 5 | 71.62 | r | 5.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-6163 | 2.0 | 35.00 | NaN | + | - | + | MB-6163 | 88.666667 | DiseaseFree | LumA | 6 |
| 1699 | ER+ | ER+ | ER+ | 205.900000 | LIVING | Living | 3 | 5 | 77.45 | l | 5.02600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6164 | 2.0 | 13.00 | NaN | + | - | + | MB-6164 | 205.900000 | DiseaseFree | LumB | 5 |
| 1943 | ER+ | ER+ | ER+ | 122.800000 | DECEASED | Died of Other Causes | 8 | 5 | 75.02 | l | 5.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC+ILC | MB-6167 | 2.0 | 15.00 | NaN | + | - | - | MB-6167 | 122.800000 | DiseaseFree | LumA | 6 |
| 1701 | ER+ | ER+ | ER+ | 225.700000 | DECEASED | Died of Other Causes | 7 | 5 | 64.95 | l | 3.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6168 | 2.0 | 20.00 | NaN | + | - | + | MB-6168 | 225.700000 | DiseaseFree | LumA | 0 |
| 1702 | HER2+ | HER2+ | ER-/HER2+ | 84.733333 | DECEASED | Died of Other Causes | 4ER+ | 5 | 39.17 | l | 4.05000 | pos | pre | MASTECTOMY | moderate | GAIN | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-6169 | 3.0 | 25.00 | NaN | - | + | - | MB-6169 | 84.733333 | DiseaseFree | Basal | 0 |
| 1703 | ER+ | ER+ | ER+ | 220.300000 | LIVING | Living | 3 | 5 | 70.91 | l | 3.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6171 | 2.0 | 40.00 | NaN | + | - | + | MB-6171 | 220.300000 | DiseaseFree | LumA | 0 |
| 1704 | TNBC | TNBC | TNBC | 33.133333 | DECEASED | Died of Disease | 10 | 5 | 38.58 | l | 6.06400 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-6178 | 3.0 | 32.00 | NaN | - | - | - | MB-6178 | 33.133333 | Recurred/Progressed | Basal | 8 |
| 1948 | ER+ | ER+ | ER+ | 58.466667 | DECEASED | Died of Disease | 8 | 5 | 59.08 | r | 2.06600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | NO | IDC | MB-6179 | 1.0 | 33.00 | NaN | + | - | + | MB-6179 | 58.466667 | Recurred/Progressed | LumA | 0 |
| 1706 | ER+ | ER+ | ER+ | 54.933333 | DECEASED | Died of Other Causes | 8 | 5 | 83.09 | l | 3.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-6181 | 1.0 | 15.00 | NaN | + | - | + | MB-6181 | 54.933333 | DiseaseFree | LumA | 1 |
| 1707 | HER2+ | HER2+ | ER-/HER2+ | 208.800000 | LIVING | Living | 1 | 5 | 56.47 | l | 4.04200 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-6182 | 3.0 | 21.00 | NaN | - | + | - | MB-6182 | 208.800000 | DiseaseFree | Her2 | 0 |
| 1708 | ER+ | ER+ | ER+ | 79.133333 | DECEASED | Died of Other Causes | 8 | 5 | 66.24 | l | 3.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6183 | 2.0 | 18.00 | 1.0 | + | - | + | MB-6183 | 79.133333 | DiseaseFree | LumB | 0 |
| 1939 | ER+ | ER+ | ER+ | 185.700000 | DECEASED | Died of Disease | 2 | 5 | 35.02 | r | 6.10000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | YES | YES | NO | IDC | MB-6184 | 3.0 | 50.00 | NaN | + | - | + | MB-6184 | 185.700000 | Recurred/Progressed | Her2 | 9 |
| 1710 | ER+ | ER+ | ER+ | 197.733333 | DECEASED | Died of Other Causes | 3 | 5 | 75.44 | r | 2.03200 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6185 | 1.0 | 16.00 | NaN | + | - | + | MB-6185 | 197.733333 | DiseaseFree | LumA | 0 |
| 1914 | ER+ | ER+ | ER+ | 37.766667 | DECEASED | Died of Other Causes | 4ER+ | 5 | 70.35 | r | 4.15800 | pos | post | MASTECTOMY | low | GAIN | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-6187 | 3.0 | 79.00 | NaN | + | - | + | MB-6187 | 37.766667 | DiseaseFree | Normal | 0 |
| 1712 | TNBC | TNBC | TNBC | 23.766667 | LIVING | Living | 10 | 5 | 41.92 | r | 6.05600 | neg | pre | MASTECTOMY | high | GAIN | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-6188 | 3.0 | 28.00 | NaN | - | - | - | MB-6188 | 23.766667 | DiseaseFree | Basal | 11 |
| 1713 | ER+ | ER+ | ER+ | 240.200000 | LIVING | Living | 7 | 5 | 56.25 | r | 3.08400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6189 | 2.0 | 42.00 | 2.0 | + | - | + | MB-6189 | 240.200000 | DiseaseFree | LumB | 0 |
| 1714 | ER+ | ER+ | ER+ | 24.633333 | DECEASED | Died of Other Causes | 4ER+ | 5 | 79.24 | r | 4.05600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6190 | 2.0 | 28.00 | NaN | + | - | - | MB-6190 | 24.633333 | DiseaseFree | LumA | 3 |
| 1878 | ER+ | ER+ | ER+ | 42.633333 | DECEASED | Died of Other Causes | 6 | 5 | 78.45 | l | 4.07000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6192 | 2.0 | 35.00 | NaN | + | - | + | MB-6192 | 42.633333 | DiseaseFree | LumB | 2 |
| 1716 | NaN | NaN | NaN | 52.466667 | DECEASED | Died of Disease | 4ER- | 5 | 44.51 | l | 5.05000 | neg | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | YES | NO | YES | IDC | MB-6194 | 2.0 | 25.00 | 2.0 | - | - | + | MB-6194 | 52.466667 | Recurred/Progressed | Normal | 9 |
| 1947 | ER+ | ER+ | ER+ | 202.233333 | LIVING | Living | 3 | 5 | 66.01 | l | 3.04600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-6195 | 2.0 | 23.00 | NaN | + | - | - | MB-6195 | 202.233333 | DiseaseFree | LumA | 0 |
| 1960 | ER+ | ER+ | ER+ | 30.066667 | DECEASED | Died of Disease | 9 | 5 | 65.52 | l | 5.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-6200 | 3.0 | 30.00 | NaN | + | - | - | MB-6200 | 30.066667 | Recurred/Progressed | LumA | 1 |
| 1923 | ER+ | ER+ | ER+ | 222.700000 | DECEASED | Died of Other Causes | 9 | 5 | 79.20 | l | 3.02000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | ILC | MB-6201 | 2.0 | 10.00 | 1.0 | + | - | + | MB-6201 | 222.700000 | DiseaseFree | LumB | 0 |
| 1883 | ER+ | ER+ | ER+ | 56.766667 | DECEASED | Died of Other Causes | 4ER+ | 5 | 41.08 | l | 4.04600 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-6204 | 3.0 | 23.00 | NaN | + | - | + | MB-6204 | 56.766667 | DiseaseFree | Normal | 0 |
| 1924 | ER+ | ER+ | ER+ | 118.300000 | DECEASED | Died of Other Causes | 8 | 5 | 80.76 | r | 3.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6207 | 2.0 | 15.00 | NaN | + | - | - | MB-6207 | 118.300000 | DiseaseFree | LumA | 0 |
| 1926 | ER+ | ER+ | ER+ | 221.200000 | LIVING | Living | 3 | 5 | 56.93 | l | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | YES | IDC | MB-6208 | 2.0 | 20.00 | 2.0 | + | - | - | MB-6208 | 221.200000 | DiseaseFree | Normal | 2 |
| 1723 | ER+ | ER+ | ER+ | 42.300000 | DECEASED | Died of Other Causes | 8 | 5 | 82.10 | l | 3.04600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6211 | 2.0 | 23.00 | NaN | + | - | + | MB-6211 | 42.300000 | DiseaseFree | LumA | 0 |
| 1927 | ER+ | ER+ | ER+ | 224.233333 | LIVING | Living | 7 | 5 | 61.81 | l | 3.03000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-6212 | 2.0 | 15.00 | 1.0 | + | - | + | MB-6212 | 224.233333 | DiseaseFree | LumA | 0 |
| 1942 | ER+ | ER+ | ER+ | 203.533333 | DECEASED | Died of Other Causes | 7 | 5 | 60.75 | r | 3.04400 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | NO | NO | IDC | MB-6213 | 2.0 | 22.00 | NaN | + | - | + | MB-6213 | 203.533333 | DiseaseFree | LumA | 0 |
| 1916 | ER+ | ER+ | ER+ | 174.500000 | DECEASED | Died of Other Causes | 3 | 5 | 74.43 | l | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6214 | 2.0 | 20.00 | NaN | + | - | + | MB-6214 | 174.500000 | DiseaseFree | LumA | 1 |
| 1930 | ER+ | ER+ | ER+ | 211.533333 | DECEASED | Died of Other Causes | 9 | 5 | 47.51 | r | 3.00000 | neg | pre | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | YES | YES | NO | IDC-MUC | MB-6217 | 1.0 | NaN | NaN | + | - | + | MB-6217 | 211.533333 | DiseaseFree | LumB | 3 |
| 1918 | ER+ | ER+ | ER+ | 147.766667 | DECEASED | Died of Disease | 1 | 5 | 49.67 | l | 4.04400 | pos | pre | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6218 | 3.0 | 22.00 | 2.0 | + | - | - | MB-6218 | 147.766667 | Recurred/Progressed | LumA | 0 |
| 1946 | TNBC | TNBC | TNBC | 221.933333 | LIVING | Living | 10 | 5 | 58.83 | l | 5.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-6223 | 3.0 | 20.00 | 2.0 | - | - | - | MB-6223 | 221.933333 | DiseaseFree | Basal | 2 |
| 1920 | HER2+ | HER2+ | ER-/HER2+ | 35.466667 | DECEASED | Died of Disease | 5 | 5 | 66.94 | l | 6.02000 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | Her2 | YES | NO | YES | IDC | MB-6224 | 3.0 | 10.00 | 2.0 | - | + | + | MB-6224 | 35.466667 | Recurred/Progressed | Her2 | 31 |
| 1894 | ER+ | ER+ | ER+ | 117.866667 | LIVING | Living | 7 | 5 | 68.43 | r | 3.03200 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6225 | 2.0 | 16.00 | 1.0 | + | - | + | MB-6225 | 117.866667 | DiseaseFree | LumA | 0 |
| 1732 | ER+ | ER+ | ER+ | 35.366667 | DECEASED | Died of Other Causes | 8 | 5 | 73.37 | l | 3.07400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | NO | IDC+ILC | MB-6226 | 2.0 | 37.00 | NaN | + | - | + | MB-6226 | 35.366667 | DiseaseFree | Normal | 0 |
| 1950 | NaN | NaN | NaN | 200.100000 | LIVING | Living | 4ER- | 5 | 37.33 | l | 5.04000 | neg | pre | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-6228 | 3.0 | 20.00 | NaN | - | - | + | MB-6228 | 200.100000 | DiseaseFree | Basal | 3 |
| 1897 | ER+ | ER+ | ER+ | 0.100000 | DECEASED | Died of Disease | 8 | 5 | 75.33 | r | 2.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6229 | 1.0 | 15.00 | 1.0 | + | - | + | MB-6229 | 0.100000 | Recurred/Progressed | LumA | 0 |
| 1735 | ER+ | ER+ | ER+ | 74.800000 | DECEASED | Died of Disease | 3 | 5 | 52.95 | l | 5.04200 | pos | post | MASTECTOMY | high | NEUT | NaN | LumA | NO | YES | NO | IDC | MB-6230 | 2.0 | 21.00 | NaN | + | - | + | MB-6230 | 74.800000 | Recurred/Progressed | LumA | 4 |
| 1899 | ER+ | ER+ | ER+ | 72.566667 | DECEASED | Died of Other Causes | 3 | 5 | 77.96 | l | 4.04000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-6231 | 3.0 | 20.00 | NaN | + | - | + | MB-6231 | 72.566667 | DiseaseFree | Normal | 0 |
| 1900 | ER+ | ER+ | ER+ | 85.000000 | DECEASED | Died of Other Causes | 3 | 5 | 71.22 | l | 5.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-6232 | 2.0 | 30.00 | 2.0 | + | - | + | MB-6232 | 85.000000 | DiseaseFree | LumA | 4 |
| 1738 | ER+ | ER+ | ER+ | 201.166667 | LIVING | Living | 8 | 5 | 70.65 | l | 2.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | YES | IDC | MB-6233 | 1.0 | 20.00 | 1.0 | + | - | + | MB-6233 | 201.166667 | DiseaseFree | LumB | 0 |
| 1952 | ER+ | ER+ | ER+ | 213.366667 | LIVING | Living | 4ER+ | 5 | 66.35 | l | 3.00000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | NO | NO | IDC | MB-6234 | 2.0 | NaN | NaN | + | - | + | MB-6234 | 213.366667 | DiseaseFree | Normal | 0 |
| 1740 | TNBC | TNBC | TNBC | 105.200000 | DECEASED | Died of Other Causes | 10 | 5 | 75.62 | r | 4.04000 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-6237 | 3.0 | 20.00 | 1.0 | - | - | - | MB-6237 | 105.200000 | DiseaseFree | Basal | 0 |
| 1931 | ER+ | ER+ | ER+ | 172.966667 | DECEASED | Died of Disease | 7 | 5 | 84.87 | l | 3.05800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-6238 | 2.0 | 29.00 | NaN | + | - | + | MB-6238 | 172.966667 | Recurred/Progressed | LumA | 0 |
| 1941 | ER+ | ER+ | ER+ | 200.333333 | LIVING | Living | 8 | 5 | 52.84 | r | 5.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Normal | YES | NO | YES | IDC | MB-6239 | 2.0 | 20.00 | 2.0 | + | - | + | MB-6239 | 200.333333 | DiseaseFree | Normal | 6 |
| 1933 | TNBC | TNBC | TNBC | 165.433333 | LIVING | Living | 10 | 5 | 41.29 | l | 6.11000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-6242 | 3.0 | 55.00 | NaN | - | - | - | MB-6242 | 165.433333 | DiseaseFree | Basal | 8 |
| 1866 | TNBC | TNBC | TNBC | 177.633333 | LIVING | Living | 10 | 5 | 47.01 | r | 4.04000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | NO | IDC | MB-6245 | 3.0 | 20.00 | NaN | - | - | - | MB-6245 | 177.633333 | DiseaseFree | Basal | 0 |
| 1745 | HER2+ | HER2+ | ER-/HER2+ | 52.900000 | DECEASED | Died of Other Causes | 5 | 5 | 58.39 | l | 5.06000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-6246 | 3.0 | 30.00 | NaN | - | + | - | MB-6246 | 52.900000 | DiseaseFree | Her2 | 2 |
| 1868 | TNBC | TNBC | TNBC | 182.833333 | LIVING | Living | 10 | 5 | 51.22 | l | 5.11000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-6248 | 3.0 | 55.00 | NaN | - | - | - | MB-6248 | 182.833333 | DiseaseFree | Basal | 1 |
| 1747 | TNBC | TNBC | TNBC | 14.700000 | DECEASED | Died of Disease | 10 | 5 | 48.59 | r | 5.06000 | neg | pre | MASTECTOMY | high | LOSS | NaN | Basal | YES | NO | YES | IDC | MB-6251 | 3.0 | 30.00 | 2.0 | - | - | - | MB-6251 | 14.700000 | Recurred/Progressed | Basal | 1 |
| 1870 | ER+ | ER+ | ER+ | 194.366667 | LIVING | Living | 8 | 5 | 62.90 | l | 2.02200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-6253 | 1.0 | 11.00 | NaN | + | - | + | MB-6253 | 194.366667 | DiseaseFree | LumA | 0 |
| 1871 | ER+ | ER+ | ER+ | 60.900000 | DECEASED | Died of Disease | 2 | 5 | 78.69 | l | 3.14200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC-MUC | MB-6254 | 2.0 | 71.00 | NaN | + | - | + | MB-6254 | 60.900000 | Recurred/Progressed | LumB | 0 |
| 1872 | ER+ | ER+ | ER+ | 127.833333 | DECEASED | Died of Other Causes | 3 | 5 | 67.33 | r | 2.02800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-6256 | 1.0 | 14.00 | NaN | + | - | + | MB-6256 | 127.833333 | DiseaseFree | LumA | 0 |
| 1751 | ER+ | ER+ | ER+ | 91.000000 | LIVING | Living | 8 | 5 | 49.38 | l | 4.03200 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6257 | 3.0 | 16.00 | NaN | + | - | + | MB-6257 | 91.000000 | DiseaseFree | LumB | 0 |
| 1752 | ER+ | ER+ | ER+ | 75.866667 | LIVING | Living | 4ER+ | 5 | 79.42 | l | 5.04800 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | YES | NO | IDC | MB-6263 | 2.0 | 24.00 | NaN | + | - | - | MB-6263 | 75.866667 | DiseaseFree | LumA | 8 |
| 1753 | ER+ | ER+ | ER+ | 157.733333 | LIVING | Living | 7 | 5 | 64.40 | r | 3.05000 | pos | post | BREAST CONSERVING | high | LOSS | NaN | LumA | NO | NO | NO | ILC | MB-6271 | 2.0 | 25.00 | NaN | + | - | - | MB-6271 | 157.733333 | DiseaseFree | LumA | 0 |
| 1754 | TNBC | TNBC | TNBC | 22.400000 | DECEASED | Died of Disease | 10 | 5 | 36.93 | r | 5.00000 | neg | pre | BREAST CONSERVING | low | NEUT | NaN | claudin-low | YES | NO | YES | IDC | MB-6272 | 3.0 | NaN | NaN | - | - | - | MB-6272 | 22.400000 | Recurred/Progressed | Basal | 3 |
| 1755 | ER+ | ER+ | ER+ | 189.433333 | LIVING | Living | 3 | 5 | 43.08 | r | 4.03200 | neg | pre | MASTECTOMY | high | NEUT | NaN | LumA | YES | NO | NO | IDC | MB-6273 | 2.0 | 16.00 | NaN | + | - | + | MB-6273 | 189.433333 | DiseaseFree | LumA | 1 |
| 1756 | TNBC | TNBC | TNBC | 27.866667 | DECEASED | Died of Disease | 10 | 5 | 53.68 | l | 5.08800 | neg | post | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-6280 | 3.0 | 44.00 | NaN | - | - | - | MB-6280 | 27.866667 | Recurred/Progressed | Basal | 1 |
| 1757 | ER+ | ER+ | ER+ | 3.500000 | DECEASED | Died of Other Causes | 6 | 5 | 75.10 | l | 5.01000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | NO | IDC | MB-6281 | 2.0 | 5.00 | NaN | + | - | + | MB-6281 | 3.500000 | DiseaseFree | LumB | 7 |
| 1758 | ER+ | ER+ | ER+ | 92.400000 | DECEASED | Died of Other Causes | 7 | 5 | 73.07 | l | 5.05000 | pos | post | MASTECTOMY | low | NEUT | NaN | LumA | NO | YES | NO | IDC+ILC | MB-6283 | 3.0 | 25.00 | NaN | + | - | + | MB-6283 | 92.400000 | DiseaseFree | LumA | 1 |
| 1759 | ER+ | ER+ | ER+ | 88.333333 | DECEASED | Died of Other Causes | 9 | 5 | 67.81 | r | 3.06000 | pos | post | BREAST CONSERVING | moderate | LOSS | NaN | LumB | NO | YES | YES | IDC | MB-6284 | 2.0 | 30.00 | NaN | + | - | + | MB-6284 | 88.333333 | DiseaseFree | LumB | 0 |
| 1760 | ER+ | ER+ | ER+ | 49.533333 | DECEASED | Died of Other Causes | 3 | 5 | 85.17 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | NaN | LumA | NO | NO | NO | ILC | MB-6286 | 2.0 | 20.00 | NaN | + | - | + | MB-6286 | 49.533333 | DiseaseFree | LumA | 0 |
| 1761 | ER+ | ER+ | ER+ | 35.200000 | DECEASED | Died of Disease | 1 | 5 | 58.08 | r | 5.07000 | neg | post | MASTECTOMY | moderate | LOSS | NaN | LumB | YES | NO | YES | IDC | MB-6287 | 3.0 | 35.00 | NaN | + | - | + | MB-6287 | 35.200000 | Recurred/Progressed | LumB | 1 |
| 1762 | ER+ | ER+ | ER+ | 100.300000 | DECEASED | Died of Disease | 6 | 5 | 74.33 | l | 4.04600 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-6288 | 3.0 | 23.00 | NaN | + | - | + | MB-6288 | 100.300000 | Recurred/Progressed | LumB | 0 |
| 1763 | ER+ | ER+ | ER+ | 170.866667 | LIVING | Living | 8 | 5 | 52.55 | r | 3.06000 | pos | post | BREAST CONSERVING | high | GAIN | NaN | LumA | NO | YES | YES | IDC | MB-6297 | 2.0 | 30.00 | NaN | + | - | - | MB-6297 | 170.866667 | DiseaseFree | LumA | 0 |
| 1764 | ER+ | ER+ | ER+ | 63.833333 | DECEASED | Died of Other Causes | 3 | 5 | 62.92 | l | 4.03000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | NO | ILC | MB-6300 | 2.0 | 15.00 | NaN | + | - | + | MB-6300 | 63.833333 | DiseaseFree | LumB | 1 |
| 1765 | ER+ | ER+ | ER+ | 125.866667 | DECEASED | Died of Other Causes | 9 | 5 | 67.78 | l | 6.05400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6302 | 3.0 | 27.00 | NaN | + | - | - | MB-6302 | 125.866667 | DiseaseFree | LumB | 5 |
| 1766 | TNBC | TNBC | TNBC | 89.533333 | DECEASED | Died of Disease | 10 | 5 | 52.85 | l | 5.06000 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-6305 | 3.0 | 30.00 | NaN | - | - | - | MB-6305 | 89.533333 | Recurred/Progressed | Basal | 3 |
| 1767 | ER+ | ER+ | ER+ | 64.600000 | DECEASED | Died of Other Causes | 1 | 5 | 78.22 | l | 4.05800 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6306 | 3.0 | 29.00 | NaN | + | - | + | MB-6306 | 64.600000 | DiseaseFree | LumB | 0 |
| 1768 | ER+ | ER+ | ER+ | 151.933333 | DECEASED | Died of Other Causes | 8 | 5 | 81.75 | r | 5.04600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-6308 | 2.0 | 23.00 | NaN | + | - | + | MB-6308 | 151.933333 | DiseaseFree | LumA | 9 |
| 1769 | ER+ | ER+ | ER+ | 162.766667 | LIVING | Living | 9 | 5 | 85.02 | r | 4.07800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6312 | 3.0 | 39.00 | NaN | + | - | - | MB-6312 | 162.766667 | DiseaseFree | LumB | 0 |
| 1770 | HER2+ | ER+ | ER+/HER2+ | 134.833333 | LIVING | Living | 1 | 5 | 68.57 | l | 3.02800 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-6314 | 2.0 | 14.00 | NaN | + | + | - | MB-6314 | 134.833333 | DiseaseFree | Her2 | 0 |
| 1964 | ER+ | ER+ | ER+ | 29.233333 | DECEASED | Died of Other Causes | 2 | 5 | 86.90 | r | 5.10600 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6317 | 3.0 | 53.00 | NaN | + | - | + | MB-6317 | 29.233333 | DiseaseFree | LumB | 3 |
| 1772 | TNBC | TNBC | TNBC | 109.233333 | DECEASED | Died of Other Causes | 10 | 5 | 81.37 | r | 4.07000 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | Her2 | NO | NO | NO | IDC | MB-6318 | 3.0 | 35.00 | NaN | - | - | - | MB-6318 | 109.233333 | DiseaseFree | Her2 | 0 |
| 1773 | ER+ | ER+ | ER+ | 154.700000 | LIVING | Living | 3 | 5 | 57.90 | r | 5.12400 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | YES | IDC+ILC | MB-6319 | 2.0 | 62.00 | NaN | + | - | + | MB-6319 | 154.700000 | DiseaseFree | Normal | 6 |
| 1774 | ER+ | ER+ | ER+ | 80.366667 | DECEASED | Died of Other Causes | 4ER+ | 5 | 80.93 | l | 5.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-6322 | 2.0 | 25.00 | NaN | + | - | - | MB-6322 | 80.366667 | DiseaseFree | LumB | 9 |
| 1775 | ER+ | ER+ | ER+ | 18.266667 | DECEASED | Died of Disease | 7 | 5 | 76.56 | l | 4.12000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC-MUC | MB-6327 | 1.0 | 60.00 | NaN | + | - | - | MB-6327 | 18.266667 | Recurred/Progressed | LumB | 10 |
| 1898 | ER+ | ER+ | ER+ | 126.666667 | LIVING | Living | 2 | 5 | 75.89 | r | 2.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-6328 | 1.0 | 30.00 | NaN | + | - | + | MB-6328 | 126.666667 | DiseaseFree | LumA | 0 |
| 1777 | ER+ | ER+ | ER+ | 81.500000 | DECEASED | Died of Other Causes | 9 | 5 | 68.48 | r | 4.04600 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-6329 | 3.0 | 23.00 | NaN | + | - | + | MB-6329 | 81.500000 | DiseaseFree | LumB | 0 |
| 1778 | HER2+ | HER2+ | ER-/HER2+ | 140.333333 | LIVING | Living | 4ER- | 5 | 36.81 | r | 4.04000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-6330 | 2.0 | 20.00 | NaN | - | + | - | MB-6330 | 140.333333 | DiseaseFree | Her2 | 2 |
| 1779 | HER2+ | ER+ | ER+/HER2+ | 128.100000 | LIVING | Living | 9 | 5 | 60.12 | r | 4.04200 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-6334 | 3.0 | 21.00 | NaN | + | + | + | MB-6334 | 128.100000 | DiseaseFree | Her2 | 0 |
| 1780 | TNBC | TNBC | TNBC | 17.200000 | DECEASED | Died of Disease | 2 | 5 | 63.22 | r | 6.05000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | YES | NO | YES | INVASIVE TUMOUR | MB-6336 | 3.0 | 25.00 | NaN | - | - | - | MB-6336 | 17.200000 | Recurred/Progressed | Basal | 18 |
| 1781 | HER2+ | HER2+ | ER-/HER2+ | 110.866667 | DECEASED | Died of Other Causes | 5 | 5 | 58.25 | r | 6.11000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Basal | YES | NO | YES | IDC | MB-6337 | 3.0 | 55.00 | NaN | - | + | - | MB-6337 | 110.866667 | DiseaseFree | Basal | 14 |
| 1782 | ER+ | ER+ | ER+ | 152.933333 | DECEASED | Died of Disease | 1 | 5 | 82.00 | r | 3.12000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-6344 | 2.0 | 60.00 | NaN | + | - | - | MB-6344 | 152.933333 | Recurred/Progressed | LumB | 0 |
| 1783 | ER+ | ER+ | ER+ | 281.500000 | LIVING | Living | 8 | 5 | 63.20 | r | 3.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-6346 | 2.0 | 22.00 | 2.0 | + | - | + | MB-6346 | 281.500000 | DiseaseFree | LumB | 0 |
| 1784 | HER2+ | HER2+ | ER-/HER2+ | 37.866667 | DECEASED | Died of Disease | 5 | 5 | 57.77 | r | 3.05000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | NO | NO | IDC | MB-6358 | 2.0 | 25.00 | NaN | - | + | - | MB-6358 | 37.866667 | Recurred/Progressed | Her2 | 0 |
| 1785 | ER+ | ER+ | ER+ | 85.033333 | DECEASED | Died of Disease | 6 | 5 | 73.42 | l | 3.04400 | pos | post | MASTECTOMY | NaN | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | NO | IDC | MB-6359 | 2.0 | 22.00 | NaN | + | - | - | MB-6359 | 85.033333 | Recurred/Progressed | Her2 | 0 |
| 1786 | HER2+ | HER2+ | ER-/HER2+ | 16.700000 | DECEASED | Died of Disease | 5 | 5 | 60.77 | r | 6.05000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Basal | YES | NO | YES | IDC | MB-6363 | 3.0 | 25.00 | NaN | - | + | - | MB-6363 | 16.700000 | Recurred/Progressed | Basal | 7 |
| 1787 | ER+ | ER+ | ER+ | 97.400000 | LIVING | Living | 1 | 4 | 69.28 | l | 4.02200 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | OTHER INVASIVE | MB-7000 | 2.0 | 11.00 | NaN | + | - | + | MB-7000 | 97.400000 | DiseaseFree | LumB | 1 |
| 1788 | HER2+ | ER+ | ER+/HER2+ | 102.700000 | LIVING | Living | 5 | 4 | 72.71 | l | 3.02000 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | LumA | NO | YES | YES | IDC+ILC | MB-7001 | 2.0 | 10.00 | NaN | + | + | - | MB-7001 | 102.700000 | DiseaseFree | LumA | 0 |
| 1789 | ER+ | ER+ | ER+ | 57.933333 | LIVING | Living | 4ER+ | 4 | 74.52 | l | 3.03200 | pos | post | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7002 | 2.0 | 16.00 | NaN | + | - | + | MB-7002 | 57.933333 | DiseaseFree | LumB | 0 |
| 1790 | ER+ | ER+ | ER+ | 91.233333 | DECEASED | Died of Other Causes | 3 | 4 | 50.44 | r | 4.05400 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-7003 | 2.0 | 27.00 | NaN | + | - | + | MB-7003 | 91.233333 | DiseaseFree | Normal | 2 |
| 1791 | ER+ | ER+ | ER+ | 50.466667 | LIVING | Living | 8 | 4 | 74.20 | r | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7004 | 2.0 | 30.00 | NaN | + | - | - | MB-7004 | 50.466667 | DiseaseFree | LumA | 4 |
| 1792 | ER+ | ER+ | ER+ | 45.333333 | LIVING | Living | 8 | 4 | 70.84 | r | 3.05200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-7005 | 1.0 | 26.00 | NaN | + | - | - | MB-7005 | 45.333333 | DiseaseFree | LumB | 2 |
| 1793 | ER+ | ER+ | ER+ | 109.933333 | LIVING | Living | 3 | 4 | 58.80 | l | 3.03800 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-TUB | MB-7006 | 1.0 | 19.00 | NaN | + | - | + | MB-7006 | 109.933333 | DiseaseFree | LumA | 1 |
| 1794 | TNBC | TNBC | TNBC | 58.600000 | LIVING | Living | 10 | 4 | 54.44 | l | 5.03400 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7007 | 3.0 | 17.00 | NaN | - | - | - | MB-7007 | 58.600000 | DiseaseFree | Basal | 1 |
| 1795 | TNBC | TNBC | TNBC | 50.900000 | DECEASED | Died of Other Causes | 4ER- | 4 | 69.94 | r | 4.04800 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | NO | NO | NO | IDC | MB-7008 | 3.0 | 24.00 | NaN | - | - | - | MB-7008 | 50.900000 | DiseaseFree | Basal | 0 |
| 1796 | TNBC | TNBC | TNBC | 54.766667 | DECEASED | Died of Disease | 10 | 4 | 68.28 | r | 5.05400 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7009 | 3.0 | 27.00 | NaN | - | - | - | MB-7009 | 54.766667 | Recurred/Progressed | Basal | 2 |
| 1797 | ER+ | ER+ | ER+ | 74.033333 | LIVING | Living | 7 | 4 | 70.25 | r | 2.04600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7010 | 1.0 | 23.00 | NaN | + | - | + | MB-7010 | 74.033333 | DiseaseFree | LumA | 0 |
| 1798 | ER+ | ER+ | ER+ | 70.066667 | DECEASED | Died of Other Causes | 9 | 4 | 68.90 | l | 4.08000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7011 | 3.0 | 40.00 | NaN | + | - | + | MB-7011 | 70.066667 | DiseaseFree | LumB | 0 |
| 1799 | TNBC | TNBC | TNBC | 19.833333 | DECEASED | Died of Disease | 10 | 4 | 60.96 | l | 4.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7012 | 3.0 | 20.00 | NaN | - | - | - | MB-7012 | 19.833333 | Recurred/Progressed | Basal | 0 |
| 1800 | ER+ | ER+ | ER+ | 46.433333 | LIVING | Living | 8 | 4 | 30.53 | r | 2.03600 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7013 | 1.0 | 18.00 | NaN | + | - | + | MB-7013 | 46.433333 | DiseaseFree | LumA | 0 |
| 1801 | ER+ | ER+ | ER+ | 68.700000 | LIVING | Living | 1 | 4 | 67.57 | l | 5.03800 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Basal | NO | YES | YES | IDC | MB-7014 | 3.0 | 19.00 | NaN | + | - | + | MB-7014 | 68.700000 | DiseaseFree | Basal | 1 |
| 1802 | ER+ | ER+ | ER+ | 78.166667 | LIVING | Living | 8 | 4 | 63.79 | r | 4.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7015 | 3.0 | 25.00 | NaN | + | - | + | MB-7015 | 78.166667 | DiseaseFree | LumB | 0 |
| 1803 | TNBC | TNBC | TNBC | 135.333333 | LIVING | Living | 10 | 4 | 36.63 | r | 5.05400 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-7017 | 3.0 | 27.00 | NaN | - | - | - | MB-7017 | 135.333333 | DiseaseFree | Basal | 1 |
| 1804 | ER+ | ER+ | ER+ | 86.533333 | DECEASED | Died of Disease | 9 | 4 | 72.12 | r | 4.08000 | neg | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | YES | NO | YES | IDC | MB-7018 | 2.0 | 40.00 | NaN | + | - | - | MB-7018 | 86.533333 | Recurred/Progressed | Her2 | 3 |
| 1805 | ER+ | ER+ | ER+ | 80.733333 | DECEASED | Died of Other Causes | 3 | 4 | 68.44 | l | 3.04200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC | MB-7019 | 2.0 | 21.00 | NaN | + | - | + | MB-7019 | 80.733333 | DiseaseFree | LumB | 0 |
| 1806 | HER2+ | HER2+ | ER-/HER2+ | 71.633333 | DECEASED | Died of Disease | 5 | 4 | 44.47 | l | 5.05400 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-7020 | 3.0 | 27.00 | NaN | - | + | - | MB-7020 | 71.633333 | Recurred/Progressed | Her2 | 2 |
| 1807 | ER+ | ER+ | ER+ | 85.500000 | LIVING | Living | 8 | 4 | 70.61 | l | 3.06800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7022 | 2.0 | 34.00 | NaN | + | - | + | MB-7022 | 85.500000 | DiseaseFree | LumB | 0 |
| 1808 | TNBC | TNBC | TNBC | 27.966667 | DECEASED | Died of Disease | 10 | 4 | 66.66 | r | 5.08000 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-7023 | 3.0 | 40.00 | NaN | - | - | - | MB-7023 | 27.966667 | Recurred/Progressed | Basal | 2 |
| 1809 | ER+ | ER+ | ER+ | 70.266667 | LIVING | Living | 1 | 4 | 54.92 | l | 4.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7024 | 3.0 | 18.00 | NaN | + | - | - | MB-7024 | 70.266667 | DiseaseFree | LumB | 0 |
| 1810 | TNBC | TNBC | TNBC | 80.233333 | LIVING | Living | 4ER- | 4 | 65.22 | NaN | 4.02600 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-7025 | 3.0 | 13.00 | NaN | - | - | - | MB-7025 | 80.233333 | DiseaseFree | Basal | 0 |
| 1811 | ER+ | ER+ | ER+ | 111.700000 | DECEASED | Died of Other Causes | 3 | 4 | 35.27 | l | 4.05200 | pos | pre | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-7026 | 2.0 | 26.00 | NaN | + | - | + | MB-7026 | 111.700000 | DiseaseFree | LumB | 1 |
| 1812 | HER2+ | HER2+ | ER-/HER2+ | 36.966667 | DECEASED | Died of Disease | 5 | 4 | 60.56 | r | 6.03000 | neg | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-7027 | 3.0 | 15.00 | NaN | - | + | - | MB-7027 | 36.966667 | Recurred/Progressed | Her2 | 12 |
| 1813 | ER+ | ER+ | ER+ | 89.800000 | LIVING | Living | 1 | 4 | 65.94 | l | 4.05600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7028 | 2.0 | 28.00 | NaN | + | - | - | MB-7028 | 89.800000 | DiseaseFree | LumB | 2 |
| 1814 | ER+ | ER+ | ER+ | 76.866667 | LIVING | Living | 4ER+ | 4 | 43.45 | l | 2.04600 | pos | pre | BREAST CONSERVING | moderate | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7029 | 1.0 | 23.00 | NaN | + | - | + | MB-7029 | 76.866667 | DiseaseFree | LumA | 0 |
| 1815 | TNBC | TNBC | TNBC | 31.333333 | DECEASED | Died of Other Causes | 4ER+ | 4 | 74.21 | r | 4.10000 | pos | post | MASTECTOMY | low | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC+ILC | MB-7030 | 2.0 | 50.00 | NaN | - | - | - | MB-7030 | 31.333333 | DiseaseFree | Basal | 1 |
| 1816 | TNBC | TNBC | TNBC | 85.366667 | LIVING | Living | 10 | 4 | 60.58 | r | 5.08000 | neg | post | MASTECTOMY | high | NEUT | NaN | Basal | YES | NO | YES | IDC | MB-7031 | 3.0 | 40.00 | NaN | - | - | - | MB-7031 | 85.366667 | DiseaseFree | Basal | 1 |
| 1817 | ER+ | ER+ | ER+ | 71.466667 | LIVING | Living | 3 | 4 | 79.36 | r | 2.04600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7032 | 1.0 | 23.00 | NaN | + | - | + | MB-7032 | 71.466667 | DiseaseFree | LumA | 0 |
| 1818 | ER+ | ER+ | ER+ | 75.100000 | LIVING | Living | 3 | 4 | 78.73 | r | 3.08600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-MUC | MB-7034 | 2.0 | 43.00 | NaN | + | - | + | MB-7034 | 75.100000 | DiseaseFree | LumA | 0 |
| 1928 | HER2+ | HER2+ | ER-/HER2+ | 32.066667 | DECEASED | Died of Disease | 5 | 4 | 45.30 | r | 6.10000 | neg | pre | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-7035 | 3.0 | 50.00 | NaN | - | + | - | MB-7035 | 32.066667 | Recurred/Progressed | Her2 | 13 |
| 1820 | TNBC | TNBC | TNBC | 120.433333 | LIVING | Living | 10 | 4 | 54.48 | NaN | 5.03600 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7036 | 3.0 | 18.00 | NaN | - | - | - | MB-7036 | 120.433333 | DiseaseFree | Basal | 2 |
| 1955 | ER+ | ER+ | ER+ | 86.400000 | LIVING | Living | 8 | 4 | 68.74 | l | 2.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC-TUB | MB-7037 | 1.0 | 15.00 | NaN | + | - | + | MB-7037 | 86.400000 | DiseaseFree | LumA | 0 |
| 1822 | TNBC | TNBC | TNBC | 81.033333 | LIVING | Living | 10 | 4 | 57.62 | r | 5.04400 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7038 | 3.0 | 22.00 | NaN | - | - | - | MB-7038 | 81.033333 | DiseaseFree | Basal | 1 |
| 1823 | TNBC | TNBC | TNBC | 49.200000 | DECEASED | Died of Disease | 4ER+ | 4 | 78.19 | l | 4.12400 | pos | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC+ILC | MB-7039 | 2.0 | 62.00 | NaN | - | - | - | MB-7039 | 49.200000 | Recurred/Progressed | Basal | 1 |
| 1824 | ER+ | ER+ | ER+ | 71.833333 | LIVING | Living | 4ER+ | 4 | 81.32 | l | 4.04400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7040 | 2.0 | 22.00 | NaN | + | - | - | MB-7040 | 71.833333 | DiseaseFree | LumA | 1 |
| 1825 | ER+ | ER+ | ER+ | 101.966667 | DECEASED | Died of Other Causes | 3 | 4 | 79.48 | r | 1.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-7041 | NaN | 25.00 | NaN | + | - | + | MB-7041 | 101.966667 | DiseaseFree | LumA | 0 |
| 1826 | ER+ | ER+ | ER+ | 88.500000 | LIVING | Living | 8 | 4 | 61.72 | l | 3.05200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7042 | 1.0 | 26.00 | NaN | + | - | + | MB-7042 | 88.500000 | DiseaseFree | LumB | 1 |
| 1827 | ER+ | ER+ | ER+ | 91.533333 | LIVING | Living | 4ER+ | 4 | 72.65 | r | 4.03600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-7043 | 3.0 | 18.00 | NaN | + | - | + | MB-7043 | 91.533333 | DiseaseFree | Basal | 0 |
| 1828 | ER+ | ER+ | ER+ | 86.833333 | LIVING | Living | 4ER+ | 4 | 67.24 | r | 3.03000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC | MB-7044 | 2.0 | 15.00 | NaN | + | - | + | MB-7044 | 86.833333 | DiseaseFree | Normal | 0 |
| 1829 | TNBC | TNBC | TNBC | 94.933333 | DECEASED | Died of Disease | 4ER- | 4 | 61.39 | r | 3.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Her2 | NO | YES | YES | IDC | MB-7045 | 2.0 | 20.00 | NaN | - | - | - | MB-7045 | 94.933333 | Recurred/Progressed | Her2 | 0 |
| 1830 | HER2+ | ER+ | ER+/HER2+ | 146.400000 | DECEASED | Died of Other Causes | 6 | 4 | 76.02 | NaN | 3.04600 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-7046 | 2.0 | 23.00 | NaN | + | + | - | MB-7046 | 146.400000 | DiseaseFree | Her2 | 0 |
| 1831 | ER+ | ER+ | ER+ | 88.466667 | LIVING | Living | 1 | 4 | 36.27 | r | 3.02800 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-7048 | 2.0 | 14.00 | NaN | + | - | - | MB-7048 | 88.466667 | DiseaseFree | Her2 | 0 |
| 1832 | TNBC | TNBC | TNBC | 102.033333 | LIVING | Living | 4ER- | 4 | 48.75 | r | 4.03600 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | NO | YES | IDC | MB-7049 | 3.0 | 18.00 | NaN | - | - | - | MB-7049 | 102.033333 | DiseaseFree | Basal | 0 |
| 1833 | HER2+ | ER+ | ER+/HER2+ | 65.133333 | DECEASED | Died of Disease | 5 | 4 | 64.99 | r | 4.04500 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- High Prolif | Her2 | YES | YES | YES | IDC | MB-7050 | 2.0 | 22.50 | NaN | + | + | + | MB-7050 | 65.133333 | Recurred/Progressed | Her2 | 1 |
| 1834 | ER+ | ER+ | ER+ | 85.933333 | DECEASED | Died of Disease | 6 | 4 | 63.44 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-7051 | 2.0 | 20.00 | NaN | + | - | - | MB-7051 | 85.933333 | Recurred/Progressed | Her2 | 0 |
| 1835 | TNBC | TNBC | TNBC | 106.133333 | LIVING | Living | 9 | 4 | 45.45 | r | 4.03580 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | NO | YES | IDC | MB-7052 | 3.0 | 17.90 | NaN | - | - | - | MB-7052 | 106.133333 | DiseaseFree | Basal | 0 |
| 1836 | ER+ | ER+ | ER+ | 122.133333 | LIVING | Living | 4ER+ | 4 | 45.64 | NaN | 4.02900 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-7053 | 3.0 | 14.50 | NaN | + | - | + | MB-7053 | 122.133333 | DiseaseFree | LumA | 0 |
| 1837 | NaN | NaN | NaN | 30.433333 | DECEASED | Died of Disease | 10 | 4 | 73.74 | NaN | 5.02560 | pos | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | YES | YES | NO | IDC | MB-7054 | 3.0 | 12.80 | NaN | - | - | + | MB-7054 | 30.433333 | Recurred/Progressed | Basal | 2 |
| 1838 | TNBC | TNBC | TNBC | 9.133333 | DECEASED | Died of Disease | 10 | 4 | 54.87 | NaN | 4.05200 | neg | post | MASTECTOMY | low | NEUT | NaN | Basal | NO | NO | NO | IDC | MB-7055 | 3.0 | 26.00 | NaN | - | - | - | MB-7055 | 9.133333 | Recurred/Progressed | Basal | 0 |
| 1839 | ER+ | ER+ | ER+ | 117.000000 | LIVING | Living | 3 | 4 | 71.82 | r | 5.04200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7056 | 2.0 | 21.00 | NaN | + | - | + | MB-7056 | 117.000000 | DiseaseFree | LumA | 7 |
| 1840 | TNBC | TNBC | TNBC | 43.833333 | DECEASED | Died of Disease | 4ER- | 4 | 72.81 | l | 4.04400 | neg | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Normal | YES | YES | NO | ILC | MB-7057 | 2.0 | 22.00 | NaN | - | - | - | MB-7057 | 43.833333 | Recurred/Progressed | Normal | 2 |
| 1841 | ER+ | ER+ | ER+ | 122.500000 | LIVING | Living | 3 | 4 | 45.81 | l | 3.05400 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC+ILC | MB-7058 | NaN | 27.00 | NaN | + | - | + | MB-7058 | 122.500000 | DiseaseFree | Normal | 4 |
| 1842 | HER2+ | HER2+ | ER-/HER2+ | 119.333333 | LIVING | Living | 5 | 4 | 50.55 | l | 6.04800 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-7059 | 3.0 | 24.00 | NaN | - | + | - | MB-7059 | 119.333333 | DiseaseFree | Her2 | 23 |
| 1843 | ER+ | ER+ | ER+ | 112.666667 | DECEASED | Died of Other Causes | 3 | 4 | 69.25 | l | 4.10000 | pos | post | MASTECTOMY | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | ILC | MB-7060 | 1.0 | 50.00 | NaN | + | - | - | MB-7060 | 112.666667 | DiseaseFree | LumA | 6 |
| 1844 | ER+ | ER+ | ER+ | 96.766667 | DECEASED | Died of Other Causes | 4ER+ | 4 | 61.60 | NaN | 3.04000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-7061 | 2.0 | 20.00 | NaN | + | - | - | MB-7061 | 96.766667 | DiseaseFree | Normal | 0 |
| 1845 | ER+ | ER+ | ER+ | 95.866667 | LIVING | Living | 3 | 4 | 63.77 | NaN | 3.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7062 | 1.0 | 16.00 | NaN | + | - | + | MB-7062 | 95.866667 | DiseaseFree | LumA | 1 |
| 1846 | ER+ | ER+ | ER+ | 86.600000 | LIVING | Living | 3 | 4 | 76.77 | NaN | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7063 | 3.0 | 20.00 | NaN | + | - | + | MB-7063 | 86.600000 | DiseaseFree | LumA | 0 |
| 1847 | ER+ | ER+ | ER+ | 107.866667 | LIVING | Living | 9 | 4 | 45.35 | l | 3.03800 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | YES | IDC | MB-7065 | 2.0 | 19.00 | NaN | + | - | + | MB-7065 | 107.866667 | DiseaseFree | LumB | 0 |
| 1848 | TNBC | TNBC | TNBC | 89.766667 | LIVING | Living | 3 | 4 | 64.24 | r | 5.03700 | neg | post | BREAST CONSERVING | low | GAIN | ER+/HER2- Low Prolif | Her2 | YES | NO | YES | IDC | MB-7066 | 3.0 | 18.50 | NaN | - | - | - | MB-7066 | 89.766667 | DiseaseFree | Her2 | 1 |
| 1849 | HER2+ | HER2+ | ER-/HER2+ | 105.000000 | LIVING | Living | 5 | 4 | 69.64 | l | 3.03100 | neg | post | MASTECTOMY | low | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-7067 | 2.0 | 15.50 | NaN | - | + | - | MB-7067 | 105.000000 | DiseaseFree | Her2 | 0 |
| 1850 | HER2+ | ER+ | ER+/HER2+ | 98.466667 | LIVING | Living | 9 | 4 | 58.95 | l | 4.05200 | pos | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-7068 | 3.0 | 26.00 | NaN | + | + | - | MB-7068 | 98.466667 | DiseaseFree | Her2 | 0 |
| 1851 | HER2+ | HER2+ | ER-/HER2+ | 114.600000 | LIVING | Living | 5 | 4 | 67.60 | l | 4.04300 | pos | post | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-7069 | 3.0 | 21.50 | NaN | - | + | - | MB-7069 | 114.600000 | DiseaseFree | Her2 | 0 |
| 1935 | ER+ | ER+ | ER+ | 108.066667 | LIVING | Living | 9 | 4 | 68.76 | l | 5.00400 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-7070 | 3.0 | 2.00 | NaN | + | - | + | MB-7070 | 108.066667 | DiseaseFree | Her2 | 2 |
| 1853 | ER+ | ER+ | ER+ | 102.066667 | LIVING | Living | 3 | 4 | 27.56 | l | 4.03600 | pos | pre | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | NO | YES | IDC | MB-7071 | 3.0 | 18.00 | NaN | + | - | + | MB-7071 | 102.066667 | DiseaseFree | Her2 | 0 |
| 1854 | ER+ | ER+ | ER+ | 52.333333 | DECEASED | Died of Disease | 1 | 4 | 71.24 | l | 5.13000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7072 | 2.0 | 65.00 | NaN | + | - | + | MB-7072 | 52.333333 | Recurred/Progressed | LumB | 14 |
| 1855 | HER2+ | HER2+ | ER-/HER2+ | 137.933333 | DECEASED | Died of Other Causes | 5 | 4 | 54.69 | NaN | 6.04000 | neg | post | MASTECTOMY | high | GAIN | HER2+ | Basal | YES | NO | NO | IDC | MB-7073 | 3.0 | 20.00 | NaN | - | + | - | MB-7073 | 137.933333 | DiseaseFree | Basal | 13 |
| 1856 | ER+ | ER+ | ER+ | 108.166667 | LIVING | Living | 4ER+ | 4 | 51.36 | r | 2.03600 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-7074 | 1.0 | 18.00 | NaN | + | - | - | MB-7074 | 108.166667 | DiseaseFree | Normal | 0 |
| 1857 | ER+ | ER+ | ER+ | 111.633333 | LIVING | Living | 1 | 4 | 64.40 | r | 3.03200 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7075 | 2.0 | 16.00 | NaN | + | - | - | MB-7075 | 111.633333 | DiseaseFree | LumB | 0 |
| 1858 | ER+ | ER+ | ER+ | 142.666667 | DECEASED | Died of Other Causes | 7 | 4 | 56.13 | NaN | 3.04400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7076 | 2.0 | 22.00 | NaN | + | - | + | MB-7076 | 142.666667 | DiseaseFree | LumA | 0 |
| 1859 | ER+ | ER+ | ER+ | 101.266667 | LIVING | Living | 3 | 4 | 37.89 | r | 5.03400 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7077 | 2.0 | 17.00 | NaN | + | - | + | MB-7077 | 101.266667 | DiseaseFree | LumA | 5 |
| 1860 | TNBC | TNBC | TNBC | 4.166667 | DECEASED | Died of Disease | 10 | 4 | 74.80 | NaN | 4.10000 | neg | post | MASTECTOMY | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-7078 | 3.0 | 50.00 | NaN | - | - | - | MB-7078 | 4.166667 | Recurred/Progressed | Basal | 0 |
| 1861 | ER+ | ER+ | ER+ | 91.066667 | LIVING | Living | 4ER+ | 4 | 70.30 | r | 4.06000 | pos | post | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | NO | YES | NO | IDC | MB-7079 | 2.0 | 30.00 | NaN | + | - | - | MB-7079 | 91.066667 | DiseaseFree | Normal | 1 |
| 1862 | ER+ | ER+ | ER+ | 91.233333 | LIVING | Living | 8 | 4 | 64.01 | r | 2.03400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7080 | 1.0 | 17.00 | NaN | + | - | + | MB-7080 | 91.233333 | DiseaseFree | LumA | 0 |
| 1863 | TNBC | TNBC | TNBC | 140.233333 | LIVING | Living | 10 | 4 | 69.12 | r | 4.05600 | neg | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-7081 | 3.0 | 28.00 | NaN | - | - | - | MB-7081 | 140.233333 | DiseaseFree | Basal | 0 |
| 1864 | HER2+ | HER2+ | ER-/HER2+ | 98.266667 | LIVING | Living | 5 | 4 | 57.07 | r | 5.04000 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-7082 | 3.0 | 20.00 | NaN | - | + | - | MB-7082 | 98.266667 | DiseaseFree | Her2 | 1 |
| 1865 | ER+ | ER+ | ER+ | 105.466667 | LIVING | Living | 9 | 4 | 50.42 | l | 3.05200 | pos | post | BREAST CONSERVING | NaN | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | YES | IDC | MB-7083 | 2.0 | 26.00 | NaN | + | - | + | MB-7083 | 105.466667 | DiseaseFree | LumB | 0 |
| 1502 | HER2+ | HER2+ | ER-/HER2+ | 116.533333 | LIVING | Living | 10 | 4 | 74.07 | r | 4.12000 | neg | post | MASTECTOMY | high | GAIN | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-7084 | 3.0 | 60.00 | NaN | - | + | - | MB-7084 | 116.533333 | DiseaseFree | Basal | 0 |
| 1503 | ER+ | ER+ | ER+ | 110.100000 | LIVING | Living | 7 | 4 | 60.50 | l | 4.06000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | ILC | MB-7085 | 2.0 | 30.00 | NaN | + | - | + | MB-7085 | 110.100000 | DiseaseFree | Normal | 3 |
| 1504 | ER+ | ER+ | ER+ | 123.533333 | LIVING | Living | 9 | 4 | 70.52 | NaN | 4.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7086 | 2.0 | 18.00 | NaN | + | - | + | MB-7086 | 123.533333 | DiseaseFree | LumB | 2 |
| 1869 | TNBC | TNBC | TNBC | 5.066667 | DECEASED | Died of Other Causes | 10 | 4 | 66.61 | NaN | 5.02800 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | YES | YES | IDC | MB-7087 | 3.0 | 14.00 | NaN | - | - | - | MB-7087 | 5.066667 | DiseaseFree | Basal | 3 |
| 1506 | HER2+ | ER+ | ER+/HER2+ | 123.533333 | LIVING | Living | 5 | 4 | 72.05 | NaN | 5.05000 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-7088 | 3.0 | 25.00 | NaN | + | + | - | MB-7088 | 123.533333 | DiseaseFree | Her2 | 2 |
| 1507 | TNBC | TNBC | TNBC | 118.900000 | LIVING | Living | 10 | 4 | 47.70 | r | 5.03600 | neg | pre | BREAST CONSERVING | moderate | GAIN | ER-/HER2- | claudin-low | YES | NO | YES | IDC | MB-7089 | 3.0 | 18.00 | NaN | - | - | - | MB-7089 | 118.900000 | DiseaseFree | Basal | 1 |
| 1508 | TNBC | TNBC | TNBC | 109.766667 | LIVING | Living | 10 | 4 | 48.52 | l | 5.03400 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7090 | 3.0 | 17.00 | NaN | - | - | - | MB-7090 | 109.766667 | DiseaseFree | Basal | 3 |
| 1873 | ER+ | ER+ | ER+ | 110.266667 | LIVING | Living | 7 | 4 | 55.71 | NaN | 4.03600 | pos | post | BREAST CONSERVING | high | LOSS | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7091 | 1.0 | 18.00 | NaN | + | - | + | MB-7091 | 110.266667 | DiseaseFree | LumA | 4 |
| 1510 | ER+ | ER+ | ER+ | 122.400000 | LIVING | Living | 1 | 4 | 55.67 | NaN | 2.04000 | neg | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-7092 | 1.0 | 20.00 | NaN | + | - | + | MB-7092 | 122.400000 | DiseaseFree | Her2 | 0 |
| 1511 | ER+ | ER+ | ER+ | 125.833333 | DECEASED | Died of Other Causes | 3 | 4 | 76.25 | r | 3.03380 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | NO | IDC | MB-7093 | 1.0 | 16.90 | NaN | + | - | + | MB-7093 | 125.833333 | DiseaseFree | LumA | 2 |
| 1512 | ER+ | ER+ | ER+ | 113.366667 | LIVING | Living | 9 | 4 | 60.75 | NaN | 4.04880 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7094 | 3.0 | 24.40 | NaN | + | - | + | MB-7094 | 113.366667 | DiseaseFree | LumB | 0 |
| 1877 | ER+ | ER+ | ER+ | 115.633333 | LIVING | Living | 8 | 4 | 74.64 | r | 2.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-7095 | 1.0 | 25.00 | NaN | + | - | - | MB-7095 | 115.633333 | DiseaseFree | LumA | 0 |
| 1514 | ER+ | ER+ | ER+ | 124.000000 | LIVING | Living | 3 | 4 | 48.27 | NaN | 4.02500 | pos | pre | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-7096 | 2.0 | 12.50 | NaN | + | - | + | MB-7096 | 124.000000 | DiseaseFree | LumA | 1 |
| 1515 | ER+ | ER+ | ER+ | 65.166667 | DECEASED | Died of Disease | 8 | 4 | 60.09 | l | 2.08060 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | NO | ILC | MB-7097 | NaN | 40.30 | NaN | + | - | - | MB-7097 | 65.166667 | Recurred/Progressed | LumB | 2 |
| 1516 | ER+ | ER+ | ER+ | 163.166667 | DECEASED | Died of Other Causes | 9 | 4 | 80.31 | r | 4.07600 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7099 | 2.0 | 38.00 | NaN | + | - | + | MB-7099 | 163.166667 | DiseaseFree | LumB | 2 |
| 1517 | ER+ | ER+ | ER+ | 156.333333 | DECEASED | Died of Other Causes | 8 | 4 | 70.56 | l | 5.05600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7100 | 3.0 | 28.00 | NaN | + | - | + | MB-7100 | 156.333333 | DiseaseFree | LumB | 2 |
| 1518 | ER+ | ER+ | ER+ | 124.266667 | LIVING | Living | 3 | 4 | 49.16 | r | 3.03100 | pos | pre | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7101 | 2.0 | 15.50 | NaN | + | - | + | MB-7101 | 124.266667 | DiseaseFree | LumA | 0 |
| 1519 | ER+ | ER+ | ER+ | 104.100000 | DECEASED | Died of Other Causes | 3 | 4 | 73.16 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-MUC | MB-7102 | 1.0 | 20.00 | NaN | + | - | + | MB-7102 | 104.100000 | DiseaseFree | LumB | 1 |
| 1520 | ER+ | ER+ | ER+ | 122.833333 | DECEASED | Died of Other Causes | 6 | 4 | 59.93 | r | 5.03800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC | MB-7104 | 3.0 | 19.00 | NaN | + | - | - | MB-7104 | 122.833333 | DiseaseFree | Basal | 2 |
| 1885 | ER+ | ER+ | ER+ | 37.500000 | DECEASED | Died of Disease | 2 | 4 | 80.13 | r | 4.05800 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7106 | 1.0 | 29.00 | NaN | + | - | + | MB-7106 | 37.500000 | Recurred/Progressed | LumA | 18 |
| 1886 | ER+ | ER+ | ER+ | 56.933333 | DECEASED | Died of Disease | 8 | 4 | 67.85 | l | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-7107 | 3.0 | 30.00 | NaN | + | - | - | MB-7107 | 56.933333 | Recurred/Progressed | LumA | 3 |
| 1887 | ER+ | ER+ | ER+ | 117.533333 | LIVING | Living | 2 | 4 | 67.27 | l | 6.03800 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC+ILC | MB-7109 | 3.0 | 19.00 | NaN | + | - | + | MB-7109 | 117.533333 | DiseaseFree | LumB | 16 |
| 1949 | ER+ | ER+ | ER+ | 30.166667 | DECEASED | Died of Disease | 1 | 4 | 52.12 | NaN | 6.10000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Basal | NO | YES | NO | IDC | MB-7111 | 3.0 | 50.00 | NaN | + | - | + | MB-7111 | 30.166667 | Recurred/Progressed | Basal | 5 |
| 1889 | ER+ | ER+ | ER+ | 64.700000 | DECEASED | Died of Disease | 2 | 4 | 40.74 | l | 4.08000 | pos | pre | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumB | YES | NO | NO | IDC | MB-7112 | 3.0 | 40.00 | NaN | + | - | + | MB-7112 | 64.700000 | Recurred/Progressed | LumB | 0 |
| 1890 | ER+ | ER+ | ER+ | 136.700000 | DECEASED | Died of Other Causes | 7 | 4 | 66.04 | l | 2.02000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7113 | 1.0 | 10.00 | NaN | + | - | + | MB-7113 | 136.700000 | DiseaseFree | LumA | 0 |
| 1891 | TNBC | TNBC | TNBC | 123.266667 | LIVING | Living | 10 | 4 | 55.57 | l | 4.03200 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | NO | YES | YES | IDC | MB-7114 | 3.0 | 16.00 | NaN | - | - | - | MB-7114 | 123.266667 | DiseaseFree | Basal | 0 |
| 1892 | HER2+ | ER+ | ER+/HER2+ | 141.733333 | DECEASED | Died of Other Causes | 5 | 4 | 80.56 | NaN | 4.14000 | NaN | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-7115 | 3.0 | 70.00 | NaN | + | + | - | MB-7115 | 141.733333 | DiseaseFree | Her2 | 0 |
| 1893 | ER+ | ER+ | ER+ | 33.366667 | DECEASED | Died of Disease | 8 | 4 | 77.17 | NaN | 4.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | ILC | MB-7116 | 2.0 | 40.00 | NaN | + | - | - | MB-7116 | 33.366667 | Recurred/Progressed | LumB | 1 |
| 1530 | ER+ | ER+ | ER+ | 140.566667 | LIVING | Living | 8 | 4 | 70.15 | l | 3.04000 | NaN | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7118 | 2.0 | 20.00 | NaN | + | - | + | MB-7118 | 140.566667 | DiseaseFree | LumA | 0 |
| 1895 | TNBC | TNBC | TNBC | 128.366667 | LIVING | Living | 10 | 4 | 54.53 | l | 5.04600 | neg | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-7119 | 3.0 | 23.00 | NaN | - | - | - | MB-7119 | 128.366667 | DiseaseFree | Basal | 2 |
| 1896 | TNBC | TNBC | TNBC | 88.833333 | DECEASED | Died of Other Causes | 10 | 4 | 49.02 | l | 6.07600 | neg | pre | MASTECTOMY | low | NEUT | ER-/HER2- | claudin-low | YES | YES | YES | IDC | MB-7121 | 3.0 | 38.00 | NaN | - | - | - | MB-7121 | 88.833333 | DiseaseFree | Basal | 4 |
| 1533 | ER+ | ER+ | ER+ | 29.900000 | DECEASED | Died of Other Causes | 4ER+ | 4 | 83.39 | NaN | 5.06000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Basal | NO | YES | NO | IDC | MB-7122 | 3.0 | 30.00 | NaN | + | - | - | MB-7122 | 29.900000 | DiseaseFree | Basal | 1 |
| 1534 | ER+ | ER+ | ER+ | 137.666667 | LIVING | Living | 1 | 4 | 56.97 | NaN | 2.07200 | NaN | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-MUC | MB-7123 | 1.0 | 36.00 | NaN | + | - | + | MB-7123 | 137.666667 | DiseaseFree | LumA | 0 |
| 1535 | ER+ | ER+ | ER+ | 139.600000 | LIVING | Living | 7 | 4 | 71.16 | NaN | 4.04000 | NaN | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-7124 | 2.0 | 20.00 | NaN | + | - | + | MB-7124 | 139.600000 | DiseaseFree | LumA | 1 |
| 1536 | ER+ | ER+ | ER+ | 135.333333 | LIVING | Living | 9 | 4 | 52.43 | l | 3.03800 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | YES | IDC-MUC | MB-7127 | NaN | 19.00 | NaN | + | - | + | MB-7127 | 135.333333 | DiseaseFree | Normal | 0 |
| 1901 | HER2+ | ER+ | ER+/HER2+ | 60.266667 | DECEASED | Died of Other Causes | 5 | 4 | 71.05 | l | 3.04200 | pos | post | MASTECTOMY | high | GAIN | HER2+ | LumA | NO | YES | NO | IDC | MB-7128 | 2.0 | 21.00 | NaN | + | + | + | MB-7128 | 60.266667 | DiseaseFree | LumA | 0 |
| 1538 | ER+ | ER+ | ER+ | 102.966667 | DECEASED | Died of Disease | 9 | 4 | 72.28 | l | 5.06200 | pos | post | BREAST CONSERVING | high | GAIN | NaN | LumB | NO | YES | YES | IDC | MB-7130 | 3.0 | 31.00 | NaN | + | - | - | MB-7130 | 102.966667 | Recurred/Progressed | LumB | 3 |
| 1903 | ER+ | ER+ | ER+ | 134.733333 | LIVING | Living | 8 | 4 | 58.04 | r | 5.04200 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7131 | 3.0 | 21.00 | NaN | + | - | - | MB-7131 | 134.733333 | DiseaseFree | LumB | 1 |
| 1905 | ER+ | ER+ | ER+ | 131.600000 | LIVING | Living | 7 | 4 | 69.06 | l | 3.03800 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC | MB-7132 | 2.0 | 19.00 | NaN | + | - | + | MB-7132 | 131.600000 | DiseaseFree | LumB | 0 |
| 1541 | ER+ | ER+ | ER+ | 23.833333 | DECEASED | Died of Disease | 1 | 4 | 71.41 | r | 5.03600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7133 | 3.0 | 18.00 | NaN | + | - | - | MB-7133 | 23.833333 | Recurred/Progressed | LumB | 2 |
| 1906 | HER2+ | HER2+ | ER-/HER2+ | 26.733333 | DECEASED | Died of Disease | 5 | 4 | 56.93 | NaN | 6.05200 | neg | post | BREAST CONSERVING | low | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-7135 | 3.0 | 26.00 | NaN | - | + | - | MB-7135 | 26.733333 | Recurred/Progressed | Her2 | 16 |
| 1867 | ER+ | ER+ | ER+ | 179.800000 | LIVING | Living | 4ER+ | 4 | 64.24 | l | 2.04200 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-MUC | MB-7137 | NaN | 21.00 | NaN | + | - | - | MB-7137 | 179.800000 | DiseaseFree | LumA | 0 |
| 1908 | ER+ | ER+ | ER+ | 123.000000 | DECEASED | Died of Other Causes | 8 | 4 | 68.16 | l | 4.04400 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7138 | 3.0 | 22.00 | NaN | + | - | + | MB-7138 | 123.000000 | DiseaseFree | LumB | 0 |
| 1938 | ER+ | ER+ | ER+ | 90.800000 | DECEASED | Died of Disease | 8 | 4 | 58.27 | r | 6.12000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7140 | 3.0 | 60.00 | NaN | + | - | - | MB-7140 | 90.800000 | Recurred/Progressed | LumB | 5 |
| 1910 | ER+ | ER+ | ER+ | 138.566667 | LIVING | Living | 7 | 4 | 78.16 | NaN | 3.02360 | NaN | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC-MUC | MB-7141 | 2.0 | 11.80 | NaN | + | - | + | MB-7141 | 138.566667 | DiseaseFree | LumA | 0 |
| 1911 | ER+ | ER+ | ER+ | 175.900000 | DECEASED | Died of Other Causes | 2 | 4 | 55.52 | r | 3.02600 | NaN | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7142 | 2.0 | 13.00 | NaN | + | - | + | MB-7142 | 175.900000 | DiseaseFree | LumB | 0 |
| 1912 | HER2+ | HER2+ | ER-/HER2+ | 186.366667 | LIVING | Living | 5 | 4 | 61.38 | l | 4.06800 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | NO | YES | YES | IDC | MB-7143 | 3.0 | 34.00 | NaN | - | + | - | MB-7143 | 186.366667 | DiseaseFree | Her2 | 0 |
| 1913 | ER+ | ER+ | ER+ | 102.633333 | DECEASED | Died of Other Causes | 8 | 4 | 59.34 | r | 4.04500 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7144 | 3.0 | 22.50 | NaN | + | - | + | MB-7144 | 102.633333 | DiseaseFree | LumB | 0 |
| 1874 | TNBC | TNBC | TNBC | 138.333333 | LIVING | Living | 10 | 4 | 44.42 | r | 5.05000 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7145 | 3.0 | 25.00 | NaN | - | - | - | MB-7145 | 138.333333 | DiseaseFree | Basal | 2 |
| 1944 | ER+ | ER+ | ER+ | 168.600000 | DECEASED | Died of Other Causes | 6 | 4 | 76.98 | r | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7147 | 3.0 | 30.00 | NaN | + | - | + | MB-7147 | 168.600000 | DiseaseFree | LumB | 0 |
| 1876 | ER+ | ER+ | ER+ | 19.000000 | DECEASED | Died of Disease | 8 | 4 | 62.97 | NaN | 6.26000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- High Prolif | LumA | YES | YES | YES | ILC | MB-7148 | 3.0 | 130.00 | NaN | + | - | + | MB-7148 | 19.000000 | Recurred/Progressed | LumA | 19 |
| 1553 | ER+ | ER+ | ER+ | 44.633333 | DECEASED | Died of Other Causes | 9 | 4 | 66.52 | NaN | 6.10000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7149 | 3.0 | 50.00 | NaN | + | - | - | MB-7149 | 44.633333 | DiseaseFree | LumB | 14 |
| 1554 | ER+ | ER+ | ER+ | 128.966667 | LIVING | Living | 3 | 4 | 70.88 | r | 4.07400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-7150 | 3.0 | 37.00 | NaN | + | - | - | MB-7150 | 128.966667 | DiseaseFree | LumB | 0 |
| 1951 | TNBC | TNBC | TNBC | 144.433333 | LIVING | Living | 10 | 4 | 59.06 | l | 4.04200 | pos | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-7151 | 3.0 | 21.00 | NaN | - | - | - | MB-7151 | 144.433333 | DiseaseFree | Basal | 0 |
| 1907 | ER+ | ER+ | ER+ | 195.800000 | DECEASED | Died of Other Causes | 9 | 4 | 62.13 | NaN | 4.03600 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-7152 | 3.0 | 18.00 | NaN | + | - | - | MB-7152 | 195.800000 | DiseaseFree | Her2 | 0 |
| 1921 | ER+ | ER+ | ER+ | 142.800000 | LIVING | Living | 8 | 4 | 74.11 | r | 3.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | ILC | MB-7153 | 2.0 | 25.00 | NaN | + | - | - | MB-7153 | 142.800000 | DiseaseFree | Her2 | 0 |
| 1922 | TNBC | TNBC | TNBC | 108.466667 | DECEASED | Died of Other Causes | 10 | 4 | 77.54 | r | 4.06520 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | NO | YES | NO | IDC | MB-7154 | 3.0 | 32.60 | NaN | - | - | - | MB-7154 | 108.466667 | DiseaseFree | Basal | 0 |
| 1559 | TNBC | TNBC | TNBC | 149.766667 | LIVING | Living | 10 | 4 | 41.14 | l | 5.03440 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7155 | 3.0 | 17.20 | NaN | - | - | - | MB-7155 | 149.766667 | DiseaseFree | Basal | 1 |
| 1560 | ER+ | ER+ | ER+ | 219.633333 | LIVING | Living | 8 | 4 | 56.86 | r | 4.03800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7157 | 2.0 | 19.00 | NaN | + | - | + | MB-7157 | 219.633333 | DiseaseFree | LumB | 2 |
| 1561 | TNBC | TNBC | TNBC | 46.433333 | DECEASED | Died of Disease | 4ER- | 4 | 50.73 | NaN | 6.05800 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | claudin-low | YES | NO | NO | IDC | MB-7158 | 3.0 | 29.00 | NaN | - | - | - | MB-7158 | 46.433333 | Recurred/Progressed | Basal | 16 |
| 1562 | TNBC | TNBC | TNBC | 21.933333 | DECEASED | Died of Disease | 10 | 4 | 60.45 | NaN | 4.06800 | neg | post | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | YES | YES | IDC | MB-7159 | 3.0 | 34.00 | NaN | - | - | - | MB-7159 | 21.933333 | Recurred/Progressed | Basal | 0 |
| 1563 | ER+ | ER+ | ER+ | 148.066667 | LIVING | Living | 9 | 4 | 51.34 | l | 4.04600 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-7160 | 3.0 | 23.00 | NaN | + | - | + | MB-7160 | 148.066667 | DiseaseFree | Her2 | 0 |
| 1564 | ER+ | ER+ | ER+ | 121.533333 | LIVING | Living | 6 | 4 | 47.67 | l | 5.09200 | pos | pre | BREAST CONSERVING | low | GAIN | ER+/HER2- High Prolif | LumA | NO | NO | YES | IDC | MB-7161 | 2.0 | 46.00 | NaN | + | - | + | MB-7161 | 121.533333 | DiseaseFree | LumA | 5 |
| 1565 | ER+ | ER+ | ER+ | 140.200000 | LIVING | Living | 3 | 4 | 59.84 | r | 2.02760 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7162 | 1.0 | 13.80 | NaN | + | - | + | MB-7162 | 140.200000 | DiseaseFree | LumA | 0 |
| 1566 | ER+ | ER+ | ER+ | 52.633333 | DECEASED | Died of Disease | 3 | 4 | 43.81 | NaN | 5.06000 | neg | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | YES | YES | NO | ILC | MB-7163 | 2.0 | 30.00 | NaN | + | - | + | MB-7163 | 52.633333 | Recurred/Progressed | LumA | 15 |
| 1567 | ER+ | ER+ | ER+ | 211.400000 | LIVING | Living | 3 | 4 | 49.13 | NaN | 3.03140 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7164 | 1.0 | 15.70 | NaN | + | - | + | MB-7164 | 211.400000 | DiseaseFree | LumA | 2 |
| 1568 | TNBC | TNBC | TNBC | 147.166667 | LIVING | Living | 10 | 4 | 28.78 | l | 5.36400 | neg | pre | BREAST CONSERVING | high | NEUT | ER-/HER2- | Basal | YES | NO | YES | IDC | MB-7165 | 3.0 | 182.00 | NaN | - | - | - | MB-7165 | 147.166667 | DiseaseFree | Basal | 1 |
| 1569 | ER+ | ER+ | ER+ | 141.033333 | LIVING | Living | 8 | 4 | 43.26 | l | 3.17000 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | Her2 | NO | YES | YES | IDC+ILC | MB-7167 | 2.0 | 85.00 | NaN | + | - | + | MB-7167 | 141.033333 | DiseaseFree | Her2 | 0 |
| 1570 | ER+ | ER+ | ER+ | 150.500000 | LIVING | Living | 7 | 4 | 60.33 | r | 4.05000 | pos | post | MASTECTOMY | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7168 | 3.0 | 25.00 | NaN | + | - | + | MB-7168 | 150.500000 | DiseaseFree | LumA | 0 |
| 1571 | ER+ | ER+ | ER+ | 155.400000 | LIVING | Living | 4ER+ | 4 | 58.56 | l | 3.04000 | pos | post | BREAST CONSERVING | high | NEUT | NaN | LumA | NO | YES | YES | IDC | MB-7170 | 2.0 | 20.00 | NaN | + | - | - | MB-7170 | 155.400000 | DiseaseFree | LumA | 0 |
| 1572 | ER+ | ER+ | ER+ | 160.400000 | DECEASED | Died of Other Causes | 9 | 4 | 71.82 | r | 5.06200 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7171 | 3.0 | 31.00 | NaN | + | - | + | MB-7171 | 160.400000 | DiseaseFree | LumB | 3 |
| 1573 | ER+ | ER+ | ER+ | 149.300000 | LIVING | Living | 8 | 4 | 62.70 | r | 4.03660 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | ILC | MB-7172 | 2.0 | 18.30 | NaN | + | - | + | MB-7172 | 149.300000 | DiseaseFree | LumB | 3 |
| 1574 | ER+ | ER+ | ER+ | 63.533333 | DECEASED | Died of Other Causes | 8 | 4 | 67.40 | r | 3.04320 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | ILC | MB-7173 | 2.0 | 21.60 | NaN | + | - | - | MB-7173 | 63.533333 | DiseaseFree | LumA | 0 |
| 1575 | ER+ | ER+ | ER+ | 140.766667 | LIVING | Living | 6 | 4 | 60.63 | r | 4.04000 | NaN | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7174 | 3.0 | 20.00 | NaN | + | - | - | MB-7174 | 140.766667 | DiseaseFree | LumB | 0 |
| 1576 | ER+ | ER+ | ER+ | 194.400000 | DECEASED | Died of Other Causes | 8 | 4 | 50.51 | r | 4.05700 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-7176 | 2.0 | 28.50 | NaN | + | - | + | MB-7176 | 194.400000 | DiseaseFree | LumA | 1 |
| 1577 | ER+ | ER+ | ER+ | 157.533333 | LIVING | Living | 1 | 4 | 63.09 | l | 5.04200 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7181 | 3.0 | 21.00 | NaN | + | - | - | MB-7181 | 157.533333 | DiseaseFree | LumB | 1 |
| 1929 | ER+ | ER+ | ER+ | 49.466667 | DECEASED | Died of Disease | 9 | 4 | 58.26 | NaN | 4.05400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Her2 | YES | YES | NO | IDC | MB-7182 | 3.0 | 27.00 | NaN | + | - | - | MB-7182 | 49.466667 | Recurred/Progressed | Her2 | 0 |
| 1579 | ER+ | ER+ | ER+ | 125.033333 | DECEASED | Died of Disease | 8 | 4 | 70.76 | l | 5.03240 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7185 | 2.0 | 16.20 | NaN | + | - | + | MB-7185 | 125.033333 | Recurred/Progressed | LumA | 8 |
| 1580 | ER+ | ER+ | ER+ | 4.866667 | LIVING | Living | 7 | 4 | 48.92 | NaN | 5.06600 | pos | pre | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | NO | NO | IDC | MB-7186 | 2.0 | 33.00 | NaN | + | - | + | MB-7186 | 4.866667 | DiseaseFree | LumB | 6 |
| 1581 | HER2+ | HER2+ | ER-/HER2+ | 146.833333 | DECEASED | Died of Disease | 5 | 4 | 49.35 | l | 3.00460 | neg | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | Normal | YES | YES | YES | IDC | MB-7187 | 2.0 | 2.30 | NaN | - | + | - | MB-7187 | 146.833333 | Recurred/Progressed | Normal | 0 |
| 1582 | ER+ | ER+ | ER+ | 188.166667 | DECEASED | Died of Other Causes | 7 | 4 | 68.45 | l | 1.05000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | OTHER INVASIVE | MB-7188 | NaN | 25.00 | NaN | + | - | + | MB-7188 | 188.166667 | DiseaseFree | LumB | 0 |
| 1583 | ER+ | ER+ | ER+ | 143.600000 | DECEASED | Died of Disease | 1 | 4 | 58.75 | r | 4.04200 | pos | post | BREAST CONSERVING | high | LOSS | NaN | LumB | YES | YES | YES | IDC | MB-7189 | 2.0 | 21.00 | NaN | + | - | - | MB-7189 | 143.600000 | Recurred/Progressed | LumB | 1 |
| 1584 | ER+ | ER+ | ER+ | 87.466667 | DECEASED | Died of Other Causes | 6 | 4 | 76.65 | NaN | 4.03040 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7193 | 3.0 | 15.20 | NaN | + | - | + | MB-7193 | 87.466667 | DiseaseFree | LumB | 0 |
| 1945 | ER+ | ER+ | ER+ | 46.666667 | DECEASED | Died of Disease | 2 | 4 | 63.71 | NaN | 3.04300 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | YES | YES | NO | IDC-MUC | MB-7194 | 2.0 | 21.50 | NaN | + | - | - | MB-7194 | 46.666667 | Recurred/Progressed | LumB | 0 |
| 1586 | ER+ | ER+ | ER+ | 80.433333 | DECEASED | Died of Other Causes | 8 | 4 | 72.99 | NaN | 3.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7195 | 2.0 | 25.00 | NaN | + | - | + | MB-7195 | 80.433333 | DiseaseFree | LumA | 0 |
| 1587 | ER+ | ER+ | ER+ | 107.100000 | DECEASED | Died of Disease | 9 | 4 | 67.99 | r | 6.15000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | YES | IDC | MB-7196 | 3.0 | 75.00 | NaN | + | - | + | MB-7196 | 107.100000 | Recurred/Progressed | Her2 | 4 |
| 1588 | ER+ | ER+ | ER+ | 187.866667 | DECEASED | Died of Other Causes | 8 | 4 | 70.58 | r | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7197 | 2.0 | 20.00 | NaN | + | - | + | MB-7197 | 187.866667 | DiseaseFree | LumB | 1 |
| 1589 | ER+ | ER+ | ER+ | 16.733333 | DECEASED | Died of Disease | 6 | 4 | 67.89 | NaN | 4.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Basal | NO | YES | NO | IDC | MB-7198 | 3.0 | 40.00 | NaN | + | - | + | MB-7198 | 16.733333 | Recurred/Progressed | Basal | 0 |
| 1590 | ER+ | ER+ | ER+ | 76.000000 | DECEASED | Died of Other Causes | 8 | 4 | 81.14 | NaN | 4.04000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7199 | 2.0 | 20.00 | NaN | + | - | - | MB-7199 | 76.000000 | DiseaseFree | LumB | 1 |
| 1591 | ER+ | ER+ | ER+ | 97.600000 | DECEASED | Died of Other Causes | 8 | 4 | 71.69 | l | 4.04600 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7200 | 3.0 | 23.00 | NaN | + | - | + | MB-7200 | 97.600000 | DiseaseFree | LumB | 0 |
| 1592 | NaN | NaN | NaN | 163.433333 | LIVING | Living | 3 | 4 | 62.07 | r | 3.03200 | pos | post | BREAST CONSERVING | high | NEUT | ER-/HER2- | claudin-low | NO | YES | YES | IDC+ILC | MB-7201 | 2.0 | 16.00 | NaN | - | - | + | MB-7201 | 163.433333 | DiseaseFree | Basal | 0 |
| 1593 | TNBC | TNBC | TNBC | 166.033333 | LIVING | Living | 10 | 4 | 38.17 | NaN | 5.05000 | neg | pre | BREAST CONSERVING | moderate | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-7205 | 3.0 | 25.00 | NaN | - | - | - | MB-7205 | 166.033333 | DiseaseFree | Basal | 2 |
| 1594 | HER2+ | HER2+ | ER-/HER2+ | 55.733333 | DECEASED | Died of Disease | 1 | 4 | 43.28 | r | 2.06000 | neg | pre | MASTECTOMY | NaN | GAIN | ER-/HER2- | Her2 | YES | YES | YES | IDC | MB-7207 | NaN | 30.00 | NaN | - | + | - | MB-7207 | 55.733333 | Recurred/Progressed | Her2 | 1 |
| 1595 | TNBC | TNBC | TNBC | 45.933333 | DECEASED | Died of Disease | 10 | 4 | 48.83 | NaN | 6.06220 | neg | pre | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-7208 | 3.0 | 31.10 | NaN | - | - | - | MB-7208 | 45.933333 | Recurred/Progressed | Basal | 9 |
| 1596 | ER+ | ER+ | ER+ | 52.500000 | DECEASED | Died of Other Causes | 3 | 4 | 62.26 | NaN | 4.02860 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-7212 | 3.0 | 14.30 | NaN | + | - | + | MB-7212 | 52.500000 | DiseaseFree | LumA | 0 |
| 1953 | ER+ | ER+ | ER+ | 208.966667 | DECEASED | Died of Other Causes | 4ER+ | 4 | 60.15 | NaN | 4.03100 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | IDC+ILC | MB-7215 | 2.0 | 15.50 | NaN | + | - | - | MB-7215 | 208.966667 | DiseaseFree | LumA | 2 |
| 1958 | ER+ | ER+ | ER+ | 207.466667 | DECEASED | Died of Other Causes | 4ER+ | 4 | 79.23 | l | 3.04000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | NO | IDC-MUC | MB-7216 | 2.0 | 20.00 | NaN | + | - | + | MB-7216 | 207.466667 | DiseaseFree | LumB | 0 |
| 1599 | ER+ | ER+ | ER+ | 90.400000 | DECEASED | Died of Other Causes | 3 | 4 | 62.61 | r | 1.02000 | pos | post | BREAST CONSERVING | low | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | ILC | MB-7217 | NaN | 10.00 | NaN | + | - | + | MB-7217 | 90.400000 | DiseaseFree | LumA | 0 |
| 1600 | ER+ | ER+ | ER+ | 165.433333 | LIVING | Living | 3 | 4 | 57.87 | NaN | 3.02520 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7218 | 1.0 | 12.60 | NaN | + | - | + | MB-7218 | 165.433333 | DiseaseFree | LumA | 2 |
| 1925 | ER+ | ER+ | ER+ | 165.200000 | LIVING | Living | 8 | 4 | 60.07 | l | 3.02500 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7219 | 1.0 | 12.50 | NaN | + | - | + | MB-7219 | 165.200000 | DiseaseFree | LumA | 1 |
| 1602 | ER+ | ER+ | ER+ | 183.200000 | DECEASED | Died of Other Causes | 8 | 4 | 70.97 | l | 3.05020 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | YES | YES | ILC | MB-7220 | 2.0 | 25.10 | NaN | + | - | + | MB-7220 | 183.200000 | DiseaseFree | LumB | 0 |
| 1603 | TNBC | TNBC | TNBC | 55.000000 | DECEASED | Died of Disease | 10 | 4 | 49.61 | NaN | 5.07600 | neg | pre | MASTECTOMY | high | GAIN | NaN | Basal | YES | YES | YES | IDC | MB-7225 | 3.0 | 38.00 | NaN | - | - | - | MB-7225 | 55.000000 | Recurred/Progressed | Basal | 3 |
| 1604 | ER+ | ER+ | ER+ | 53.366667 | DECEASED | Died of Disease | 6 | 4 | 67.88 | NaN | 5.03520 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | YES | YES | NO | IDC | MB-7226 | 3.0 | 17.60 | NaN | + | - | - | MB-7226 | 53.366667 | Recurred/Progressed | LumB | 3 |
| 1605 | ER+ | ER+ | ER+ | 63.200000 | DECEASED | Died of Other Causes | 3 | 4 | 72.66 | NaN | 3.03400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | Normal | NO | YES | NO | IDC | MB-7227 | 2.0 | 17.00 | NaN | + | - | - | MB-7227 | 63.200000 | DiseaseFree | Normal | 0 |
| 1606 | ER+ | ER+ | ER+ | 239.166667 | LIVING | Living | 7 | 4 | 58.92 | l | 5.07000 | pos | post | MASTECTOMY | low | GAIN | ER+/HER2- Low Prolif | Normal | NO | YES | NO | IDC | MB-7228 | 2.0 | 35.00 | NaN | + | - | + | MB-7228 | 239.166667 | DiseaseFree | Normal | 6 |
| 1607 | ER+ | ER+ | ER+ | 111.600000 | DECEASED | Died of Other Causes | 8 | 4 | 73.52 | r | 5.05800 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-7229 | 3.0 | 29.00 | NaN | + | - | + | MB-7229 | 111.600000 | DiseaseFree | LumA | 1 |
| 1608 | ER+ | ER+ | ER+ | 182.600000 | LIVING | Living | 3 | 4 | 51.45 | l | 3.03000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | YES | IDC | MB-7230 | 2.0 | 15.00 | NaN | + | - | + | MB-7230 | 182.600000 | DiseaseFree | LumA | 0 |
| 1609 | ER+ | ER+ | ER+ | 199.033333 | DECEASED | Died of Other Causes | 4ER+ | 4 | 68.41 | l | 1.07600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC-MUC | MB-7231 | NaN | 38.00 | NaN | + | - | + | MB-7231 | 199.033333 | DiseaseFree | LumA | 0 |
| 1610 | ER+ | ER+ | ER+ | 177.600000 | LIVING | Living | 8 | 4 | 58.37 | r | 3.00424 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | NO | IDC | MB-7232 | 2.0 | 2.12 | NaN | + | - | + | MB-7232 | 177.600000 | DiseaseFree | LumA | 0 |
| 1611 | ER+ | ER+ | ER+ | 222.033333 | DECEASED | Died of Other Causes | 8 | 4 | 74.76 | l | 3.04260 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | Her2 | NO | YES | NO | IDC | MB-7233 | 2.0 | 21.30 | NaN | + | - | + | MB-7233 | 222.033333 | DiseaseFree | Her2 | 0 |
| 1612 | ER+ | ER+ | ER+ | 222.200000 | LIVING | Living | 6 | 4 | 63.43 | l | 4.01600 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7234 | 3.0 | 8.00 | NaN | + | - | - | MB-7234 | 222.200000 | DiseaseFree | LumB | 0 |
| 1613 | ER+ | ER+ | ER+ | 170.800000 | LIVING | Living | 8 | 4 | 62.45 | NaN | 4.04000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7235 | 2.0 | 20.00 | NaN | + | - | + | MB-7235 | 170.800000 | DiseaseFree | LumA | 2 |
| 1614 | ER+ | ER+ | ER+ | 201.466667 | DECEASED | Died of Other Causes | 8 | 4 | 51.46 | l | 5.04464 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | LumB | NO | YES | YES | IDC | MB-7236 | 2.0 | 22.32 | NaN | + | - | + | MB-7236 | 201.466667 | DiseaseFree | LumB | 5 |
| 1615 | ER+ | ER+ | ER+ | 23.933333 | DECEASED | Died of Disease | 9 | 4 | 77.37 | NaN | 5.03600 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | NC | NO | YES | NO | IDC | MB-7237 | 2.0 | 18.00 | NaN | + | - | + | MB-7237 | 23.933333 | Recurred/Progressed | NC | 8 |
| 1616 | ER+ | ER+ | ER+ | 23.266667 | DECEASED | Died of Disease | 8 | 4 | 71.11 | NaN | 4.05400 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-7238 | 3.0 | 27.00 | NaN | + | - | - | MB-7238 | 23.266667 | Recurred/Progressed | Her2 | 0 |
| 1617 | ER+ | ER+ | ER+ | 171.100000 | LIVING | Living | 7 | 4 | 47.85 | NaN | 4.04600 | pos | pre | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumB | NO | NO | NO | IDC | MB-7241 | 2.0 | 23.00 | NaN | + | - | + | MB-7241 | 171.100000 | DiseaseFree | LumB | 1 |
| 1618 | ER+ | ER+ | ER+ | 148.800000 | DECEASED | Died of Other Causes | 8 | 4 | 78.89 | NaN | 2.03400 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7243 | 1.0 | 17.00 | NaN | + | - | - | MB-7243 | 148.800000 | DiseaseFree | LumA | 0 |
| 1619 | ER+ | ER+ | ER+ | 184.166667 | LIVING | Living | 8 | 4 | 54.81 | r | 3.02400 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | LumA | NO | NO | YES | IDC | MB-7244 | 1.0 | 12.00 | NaN | + | - | + | MB-7244 | 184.166667 | DiseaseFree | LumA | 1 |
| 1620 | ER+ | ER+ | ER+ | 58.666667 | DECEASED | Died of Other Causes | 8 | 4 | 75.13 | NaN | 1.04200 | pos | post | BREAST CONSERVING | low | GAIN | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC-MUC | MB-7249 | NaN | 21.00 | NaN | + | - | + | MB-7249 | 58.666667 | DiseaseFree | LumA | 0 |
| 1621 | HER2+ | HER2+ | ER-/HER2+ | 51.000000 | DECEASED | Died of Disease | 5 | 4 | 48.45 | NaN | 4.03540 | neg | pre | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | NO | NO | YES | IDC | MB-7250 | 3.0 | 17.70 | NaN | - | + | - | MB-7250 | 51.000000 | Recurred/Progressed | Her2 | 0 |
| 1622 | HER2+ | HER2+ | ER-/HER2+ | 21.566667 | DECEASED | Died of Disease | 5 | 4 | 54.66 | NaN | 6.03094 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-7251 | 3.0 | 15.47 | NaN | - | + | - | MB-7251 | 21.566667 | Recurred/Progressed | Her2 | 5 |
| 1623 | TNBC | TNBC | TNBC | 35.700000 | DECEASED | Died of Other Causes | 4ER+ | 4 | 74.80 | NaN | 6.07000 | pos | post | MASTECTOMY | high | GAIN | ER-/HER2- | Her2 | NO | YES | NO | IDC | MB-7252 | 3.0 | 35.00 | NaN | - | - | - | MB-7252 | 35.700000 | DiseaseFree | Her2 | 5 |
| 1624 | ER+ | ER+ | ER+ | 59.966667 | DECEASED | Died of Disease | 3 | 4 | 69.72 | NaN | 3.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC-MUC | MB-7253 | 2.0 | 25.00 | NaN | + | - | - | MB-7253 | 59.966667 | Recurred/Progressed | LumB | 0 |
| 1625 | ER+ | ER+ | ER+ | 192.200000 | LIVING | Living | 8 | 4 | 62.46 | NaN | 4.04600 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC | MB-7254 | 2.0 | 23.00 | NaN | + | - | + | MB-7254 | 192.200000 | DiseaseFree | LumA | 2 |
| 1626 | HER2+ | HER2+ | ER-/HER2+ | 34.700000 | DECEASED | Died of Disease | 5 | 4 | 50.92 | NaN | 5.08000 | neg | post | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-7256 | 2.0 | 40.00 | NaN | - | + | - | MB-7256 | 34.700000 | Recurred/Progressed | Her2 | 17 |
| 1627 | TNBC | TNBC | TNBC | 15.066667 | DECEASED | Died of Disease | 10 | 4 | 45.11 | NaN | 6.06000 | neg | pre | BREAST CONSERVING | high | NEUT | NaN | Basal | YES | YES | YES | IDC | MB-7258 | 3.0 | 30.00 | NaN | - | - | - | MB-7258 | 15.066667 | Recurred/Progressed | Basal | 6 |
| 1628 | HER2+ | ER+ | ER+/HER2+ | 31.166667 | LIVING | Living | 5 | 4 | 52.41 | r | 6.04830 | neg | post | BREAST CONSERVING | moderate | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-7260 | 3.0 | 24.15 | NaN | + | + | - | MB-7260 | 31.166667 | DiseaseFree | Her2 | 7 |
| 1629 | ER+ | ER+ | ER+ | 104.033333 | DECEASED | Died of Other Causes | 9 | 4 | 83.80 | l | 5.08000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- High Prolif | Her2 | NO | YES | NO | IDC | MB-7262 | 3.0 | 40.00 | NaN | + | - | - | MB-7262 | 104.033333 | DiseaseFree | Her2 | 1 |
| 1630 | ER+ | ER+ | ER+ | 164.966667 | DECEASED | Died of Other Causes | 9 | 4 | 63.89 | l | 4.06000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7263 | 2.0 | 30.00 | NaN | + | - | + | MB-7263 | 164.966667 | DiseaseFree | LumB | 2 |
| 1631 | ER+ | ER+ | ER+ | 42.966667 | DECEASED | Died of Disease | 4ER+ | 4 | 60.57 | NaN | 6.07000 | pos | post | BREAST CONSERVING | moderate | NEUT | ER+/HER2- Low Prolif | Normal | NO | YES | YES | IDC | MB-7264 | 3.0 | 35.00 | NaN | + | - | - | MB-7264 | 42.966667 | Recurred/Progressed | Normal | 11 |
| 1632 | ER+ | ER+ | ER+ | 68.166667 | DECEASED | Died of Disease | 9 | 4 | 59.82 | NaN | 3.08000 | pos | post | BREAST CONSERVING | moderate | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-7266 | 1.0 | 40.00 | NaN | + | - | + | MB-7266 | 68.166667 | Recurred/Progressed | LumB | 1 |
| 1633 | TNBC | TNBC | TNBC | 195.366667 | DECEASED | Died of Other Causes | 10 | 4 | 28.37 | l | 5.04100 | neg | pre | MASTECTOMY | moderate | GAIN | NaN | Basal | YES | NO | YES | IDC | MB-7267 | 3.0 | 20.50 | NaN | - | - | - | MB-7267 | 195.366667 | DiseaseFree | Basal | 3 |
| 1634 | ER+ | ER+ | ER+ | 227.466667 | LIVING | Living | 8 | 4 | 34.64 | NaN | 5.10000 | pos | pre | MASTECTOMY | moderate | LOSS | ER+/HER2- High Prolif | LumA | NO | YES | YES | ILC | MB-7268 | 3.0 | 50.00 | NaN | + | - | + | MB-7268 | 227.466667 | DiseaseFree | LumA | 1 |
| 1635 | TNBC | TNBC | TNBC | 21.166667 | DECEASED | Died of Disease | 10 | 4 | 36.60 | NaN | 5.05000 | neg | pre | BREAST CONSERVING | moderate | GAIN | ER-/HER2- | Basal | YES | YES | YES | IDC | MB-7269 | 3.0 | 25.00 | NaN | - | - | - | MB-7269 | 21.166667 | Recurred/Progressed | Basal | 2 |
| 1879 | TNBC | TNBC | TNBC | 175.166667 | LIVING | Living | 10 | 4 | 50.84 | l | 5.03200 | neg | post | MASTECTOMY | high | NEUT | ER-/HER2- | Basal | YES | NO | NO | ILC | MB-7270 | 3.0 | 16.00 | NaN | - | - | - | MB-7270 | 175.166667 | DiseaseFree | Basal | 1 |
| 1880 | HER2+ | HER2+ | ER-/HER2+ | 208.200000 | LIVING | Living | 5 | 4 | 47.47 | l | 5.04000 | neg | pre | BREAST CONSERVING | high | GAIN | HER2+ | Her2 | YES | NO | YES | IDC | MB-7273 | 3.0 | 20.00 | NaN | - | + | - | MB-7273 | 208.200000 | DiseaseFree | Her2 | 1 |
| 1881 | HER2+ | HER2+ | ER-/HER2+ | 44.400000 | DECEASED | Died of Disease | 5 | 4 | 30.02 | r | 5.04000 | neg | pre | MASTECTOMY | high | GAIN | HER2+ | Her2 | YES | NO | NO | IDC | MB-7275 | 3.0 | 20.00 | NaN | - | + | + | MB-7275 | 44.400000 | Recurred/Progressed | Her2 | 3 |
| 1882 | ER+ | ER+ | ER+ | 185.333333 | LIVING | Living | 8 | 4 | 61.27 | NaN | 4.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7276 | 1.0 | 20.00 | NaN | + | - | + | MB-7276 | 185.333333 | DiseaseFree | LumA | 4 |
| 1640 | ER+ | ER+ | ER+ | 187.033333 | LIVING | Living | 8 | 4 | 56.78 | NaN | 4.06000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7277 | 2.0 | 30.00 | NaN | + | - | + | MB-7277 | 187.033333 | DiseaseFree | LumA | 3 |
| 1884 | ER+ | ER+ | ER+ | 241.300000 | DECEASED | Died of Other Causes | 3 | 4 | 67.89 | l | 4.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7278 | 2.0 | 15.00 | NaN | + | - | + | MB-7278 | 241.300000 | DiseaseFree | LumA | 1 |
| 1642 | ER+ | ER+ | ER+ | 21.300000 | DECEASED | Died of Disease | 9 | 4 | 86.14 | NaN | 4.10000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | Her2 | NO | YES | NO | IDC | MB-7279 | 2.0 | 50.00 | NaN | + | - | + | MB-7279 | 21.300000 | Recurred/Progressed | Her2 | 3 |
| 1643 | ER+ | ER+ | ER+ | 195.533333 | LIVING | Living | 7 | 4 | 63.50 | l | 5.08000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumA | NO | YES | NO | IDC-MUC | MB-7280 | 2.0 | 40.00 | NaN | + | - | + | MB-7280 | 195.533333 | DiseaseFree | LumA | 6 |
| 1957 | HER2+ | HER2+ | ER-/HER2+ | 49.533333 | DECEASED | Died of Disease | 5 | 4 | 51.22 | NaN | 5.03200 | pos | post | MASTECTOMY | moderate | GAIN | HER2+ | Her2 | YES | YES | YES | IDC | MB-7281 | 3.0 | 16.00 | NaN | - | + | - | MB-7281 | 49.533333 | Recurred/Progressed | Her2 | 3 |
| 1645 | ER+ | ER+ | ER+ | 28.866667 | DECEASED | Died of Disease | 6 | 4 | 54.42 | NaN | 5.06000 | pos | post | BREAST CONSERVING | moderate | LOSS | ER+/HER2- High Prolif | LumB | YES | YES | YES | ILC | MB-7283 | 2.0 | 30.00 | NaN | + | - | - | MB-7283 | 28.866667 | Recurred/Progressed | LumB | 33 |
| 1646 | ER+ | ER+ | ER+ | 203.000000 | DECEASED | Died of Other Causes | 6 | 4 | 61.23 | r | 5.03000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | ILC | MB-7284 | 3.0 | 15.00 | NaN | + | - | - | MB-7284 | 203.000000 | DiseaseFree | LumA | 1 |
| 1954 | ER+ | ER+ | ER+ | 109.000000 | DECEASED | Died of Disease | 6 | 4 | 53.14 | NaN | 4.04000 | pos | post | BREAST CONSERVING | moderate | GAIN | ER+/HER2- Low Prolif | claudin-low | NO | YES | YES | OTHER INVASIVE | MB-7285 | 2.0 | 20.00 | NaN | + | - | + | MB-7285 | 109.000000 | Recurred/Progressed | LumB | 3 |
| 1956 | ER+ | ER+ | ER+ | 158.633333 | DECEASED | Died of Other Causes | 3 | 4 | 66.48 | l | 5.05000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7286 | 3.0 | 25.00 | NaN | + | - | - | MB-7286 | 158.633333 | DiseaseFree | LumB | 3 |
| 1649 | HER2+ | ER+ | ER+/HER2+ | 96.966667 | DECEASED | Died of Disease | 5 | 4 | 63.09 | NaN | 6.06000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7287 | 3.0 | 30.00 | NaN | + | + | + | MB-7287 | 96.966667 | Recurred/Progressed | LumB | 10 |
| 1934 | ER+ | ER+ | ER+ | 27.066667 | DECEASED | Died of Disease | 8 | 4 | 55.70 | NaN | 5.06000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7288 | 2.0 | 30.00 | NaN | + | - | - | MB-7288 | 27.066667 | Recurred/Progressed | LumB | 8 |
| 1651 | ER+ | ER+ | ER+ | 126.666667 | DECEASED | Died of Disease | 4ER+ | 4 | 51.87 | NaN | 5.13000 | pos | post | MASTECTOMY | moderate | GAIN | ER+/HER2- Low Prolif | Normal | NO | YES | NO | ILC | MB-7289 | 2.0 | 65.00 | NaN | + | - | + | MB-7289 | 126.666667 | Recurred/Progressed | Normal | 5 |
| 1652 | HER2+ | HER2+ | ER-/HER2+ | 6.833333 | DECEASED | Died of Disease | 1 | 4 | 53.87 | NaN | 6.10000 | pos | post | MASTECTOMY | high | GAIN | HER2+ | claudin-low | NO | YES | NO | IDC+ILC | MB-7291 | 3.0 | 50.00 | NaN | - | + | - | MB-7291 | 6.833333 | Recurred/Progressed | Her2 | 22 |
| 1937 | ER+ | ER+ | ER+ | 78.466667 | DECEASED | Died of Disease | 6 | 4 | 52.90 | NaN | 4.03000 | pos | post | BREAST CONSERVING | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7292 | 2.0 | 15.00 | NaN | + | - | + | MB-7292 | 78.466667 | Recurred/Progressed | LumB | 1 |
| 1654 | ER+ | ER+ | ER+ | 199.233333 | LIVING | Living | 3 | 4 | 56.90 | NaN | 5.09000 | pos | post | MASTECTOMY | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | NO | IDC | MB-7293 | 3.0 | 45.00 | NaN | + | - | + | MB-7293 | 199.233333 | DiseaseFree | LumA | 1 |
| 1655 | ER+ | ER+ | ER+ | 82.733333 | DECEASED | Died of Disease | 1 | 4 | 59.20 | NaN | 4.03000 | pos | post | MASTECTOMY | high | GAIN | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7294 | 2.0 | 15.00 | NaN | + | - | + | MB-7294 | 82.733333 | Recurred/Progressed | LumB | 1 |
| 1656 | ER+ | ER+ | ER+ | 196.866667 | LIVING | Living | 3 | 4 | 43.10 | r | 5.05000 | pos | pre | BREAST CONSERVING | high | NEUT | ER+/HER2- Low Prolif | LumA | NO | YES | YES | IDC | MB-7295 | 3.0 | 25.00 | NaN | + | - | + | MB-7295 | 196.866667 | DiseaseFree | LumA | 1 |
| 1657 | HER2+ | ER+ | ER+/HER2+ | 44.733333 | DECEASED | Died of Disease | 5 | 4 | 42.88 | NaN | 5.04000 | pos | pre | MASTECTOMY | high | GAIN | NaN | LumB | NO | NO | YES | IDC | MB-7296 | 3.0 | 20.00 | NaN | + | + | - | MB-7296 | 44.733333 | Recurred/Progressed | LumB | 1 |
| 1961 | ER+ | ER+ | ER+ | 175.966667 | DECEASED | Died of Disease | 1 | 4 | 62.90 | l | 6.05000 | pos | post | MASTECTOMY | high | NEUT | NaN | LumB | NO | YES | YES | IDC | MB-7297 | 3.0 | 25.00 | NaN | + | - | + | MB-7297 | 175.966667 | Recurred/Progressed | LumB | 45 |
| 1902 | ER+ | ER+ | ER+ | 86.233333 | DECEASED | Died of Other Causes | 1 | 4 | 61.16 | NaN | 5.05000 | pos | post | MASTECTOMY | moderate | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | NO | IDC | MB-7298 | 2.0 | 25.00 | NaN | + | - | + | MB-7298 | 86.233333 | DiseaseFree | LumB | 12 |
| 1962 | ER+ | ER+ | ER+ | 201.900000 | DECEASED | Died of Other Causes | 10 | 4 | 60.02 | NaN | 5.04000 | pos | post | BREAST CONSERVING | high | NEUT | ER+/HER2- High Prolif | LumB | NO | YES | YES | IDC | MB-7299 | 3.0 | 20.00 | NaN | + | - | - | MB-7299 | 201.900000 | DiseaseFree | LumB | 1 |