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Breast Cancer METABRIC.csv
| # | Patient ID | Age at Diagnosis | Type of Breast Surgery | Cancer Type | Cancer Type Detailed | Cellularity | Chemotherapy | Pam50 + Claudin-low subtype | Cohort | ER status measured by IHC | ER Status | Neoplasm Histologic Grade | HER2 status measured by SNP6 | HER2 Status | Tumor Other Histologic Subtype | Hormone Therapy | Inferred Menopausal State | Integrative Cluster | Primary Tumor Laterality | Lymph nodes examined positive | Mutation Count | Nottingham prognostic index | Oncotree Code | Overall Survival (Months) | Overall Survival Status | PR Status | Radio Therapy | Relapse Free Status (Months) | Relapse Free Status | Sex | 3-Gene classifier subtype | Tumor Size | Tumor Stage | Patient's Vital Status |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | MB-0000 | 75.65 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | No | claudin-low | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 4ER+ | Right | 10.0 | 6.044 | IDC | 140.5 | Living | Negative | Yes | 138.65 | Not Recurred | Female | ER-/HER2- | 22.0 | 2.0 | Living | ||
| 2 | MB-0002 | 43.19 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 4ER+ | Right | 0.0 | 2.0 | 4.02 | IDC | 84.63333333 | Living | Positive | Yes | 83.52 | Not Recurred | Female | ER+/HER2- High Prolif | 10.0 | 1.0 | Living |
| 3 | MB-0005 | 48.87 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | Yes | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 3 | Right | 1.0 | 2.0 | 4.03 | IDC | 163.7 | Deceased | Positive | No | 151.28 | Recurred | Female | 15.0 | 2.0 | Died of Disease | |
| 4 | MB-0006 | 47.68 | Mastectomy | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | Yes | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Pre | 9 | Right | 3.0 | 1.0 | 4.05 | MDLC | 164.93333330000002 | Living | Positive | Yes | 162.76 | Not Recurred | Female | 25.0 | 2.0 | Living | |
| 5 | MB-0008 | 76.97 | Mastectomy | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | High | Yes | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Mixed | Yes | Post | 9 | Right | 8.0 | 2.0 | 6.08 | MDLC | 41.36666667 | Deceased | Positive | Yes | 18.55 | Recurred | Female | ER+/HER2- High Prolif | 40.0 | 2.0 | Died of Disease |
| 6 | MB-0010 | 78.77 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 7 | Left | 0.0 | 4.0 | 4.062 | IDC | 7.8 | Deceased | Positive | Yes | 2.89 | Recurred | Female | ER+/HER2- High Prolif | 31.0 | 4.0 | Died of Disease |
| 7 | MB-0014 | 56.45 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | LumB | 1.0 | Positve | Positive | 2.0 | Loss | Negative | Ductal/NST | Yes | Post | 3 | Right | 1.0 | 4.0 | 4.02 | IDC | 164.33333330000002 | Living | Positive | Yes | 162.17 | Not Recurred | Female | 10.0 | 2.0 | Living | |
| 8 | MB-0020 | 70.0 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | High | Yes | Normal | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Lobular | No | Post | 4ER- | Left | 6.13 | ILC | 22.4 | Deceased | Negative | Yes | 11.74 | Recurred | Female | ER-/HER2- | 65.0 | 3.0 | Died of Disease | ||
| 9 | MB-0022 | 89.08 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | No | claudin-low | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Post | 3 | Left | 1.0 | 1.0 | 4.058 | MDLC | 99.53333333 | Deceased | Negative | Yes | 98.22 | Not Recurred | Female | 29.0 | 2.0 | Died of Other Causes | |
| 10 | MB-0025 | 76.24 | Breast Cancer | Breast Invasive Ductal Carcinoma | 1.0 | Positve | Positive | 3.0 | Ductal/NST | 11.0 | 5.0 | 6.68 | IDC | 126.32 | Recurred | Female | 34.0 | 2.0 | ||||||||||||||||
| 11 | MB-0028 | 86.41 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Gain | Negative | Ductal/NST | Yes | Post | 9 | Right | 1.0 | 4.0 | 5.032 | IDC | 36.56666667 | Deceased | Negative | Yes | 36.09 | Not Recurred | Female | ER+/HER2- High Prolif | 16.0 | 2.0 | Died of Other Causes |
| 12 | MB-0035 | 84.22 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | High | No | Her2 | 1.0 | Negative | Positive | 2.0 | Loss | Negative | Lobular | No | Post | 3 | Left | 0.0 | 5.0 | 3.056 | ILC | 36.26666667 | Deceased | Negative | No | 35.79 | Recurred | Female | ER+/HER2- High Prolif | 28.0 | 2.0 | Died of Disease |
| 13 | MB-0036 | 85.49 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 3 | Left | 0.0 | 1.0 | 3.0439999999999996 | IDC | 132.03333329999998 | Deceased | Positive | Yes | 123.32 | Recurred | Female | ER+/HER2- Low Prolif | 22.0 | 4.0 | Died of Disease |
| 14 | MB-0039 | 70.91 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 1.0 | Gain | Negative | Ductal/NST | Yes | Post | 4ER+ | Left | 0.0 | 3.0 | 2.042 | IDC | 163.5333333 | Living | Positive | Yes | 161.38 | Not Recurred | Female | 21.0 | 1.0 | Living | |
| 15 | MB-0045 | 45.27 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | Yes | claudin-low | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Pre | 4ER- | Right | 3.0 | 5.038 | IDC | 164.9 | Living | Positive | Yes | 105.99 | Recurred | Female | 19.0 | 2.0 | Living | ||
| 16 | MB-0046 | 83.02 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 3.0 | Gain | Positive | Ductal/NST | Yes | Post | 5 | Left | 24.0 | 2.0 | 6.072 | IDC | 14.13333333 | Deceased | Positive | Yes | 13.36 | Recurred | Female | 36.0 | 2.0 | Died of Other Causes | |
| 17 | MB-0048 | 51.46 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | Yes | claudin-low | 1.0 | Positve | Positive | 2.0 | Gain | Positive | Ductal/NST | Yes | Post | 4ER+ | Left | 1.0 | 4.05 | IDC | 103.83333329999999 | Living | Positive | Yes | 102.47 | Not Recurred | Female | 25.0 | 2.0 | Living | ||
| 18 | MB-0050 | 44.64 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | Yes | Normal | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Pre | 8 | Right | 3.0 | 4.066 | MDLC | 75.33333333 | Living | Positive | Yes | 74.34 | Not Recurred | Female | ER+/HER2- Low Prolif | 33.0 | 2.0 | Living | |
| 19 | MB-0053 | 70.02 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 7 | Right | 0.0 | 3.0460000000000003 | IDC | 161.06666669999998 | Living | Negative | Yes | 158.95 | Not Recurred | Female | 23.0 | 2.0 | Living | ||
| 20 | MB-0054 | 66.91 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Gain | Negative | Ductal/NST | Yes | Post | 10 | Right | 0.0 | 3.0 | 4.072 | IDC | 160.3 | Living | Positive | Yes | 119.84 | Recurred | Female | 36.0 | 2.0 | Living | |
| 21 | MB-0056 | 62.62 | Mastectomy | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Post | 1 | Right | 0.0 | 4.0 | 3.0580000000000003 | MDLC | 62.86666667 | Living | Positive | No | 62.04 | Not Recurred | Female | 29.0 | 1.0 | Living | |
| 22 | MB-0059 | 75.58 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 4.034 | IDC | 160.9 | Living | Positive | Yes | 158.78 | Not Recurred | Female | ER+/HER2- High Prolif | 17.0 | 1.0 | Living | ||
| 23 | MB-0060 | 45.43 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | Yes | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 10 | Right | 0.0 | 5.0 | 4.046 | IDC | 140.8666667 | Living | Positive | Yes | 139.01 | Not Recurred | Female | ER+/HER2- High Prolif | 23.0 | 2.0 | Living |
| 24 | MB-0062 | 52.14 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | Yes | Basal | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Post | 10 | Right | 0.0 | 3.0 | 4.034 | IDC | 153.9666667 | Living | Negative | Yes | 151.94 | Not Recurred | Female | 17.0 | 1.0 | Living | |
| 25 | MB-0064 | 69.13 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 2.0 | Gain | Negative | Ductal/NST | Yes | Post | 3 | Right | 0.0 | 3.036 | IDC | 108.93333329999999 | Living | Positive | No | 107.5 | Not Recurred | Female | 18.0 | 1.0 | Living | ||
| 26 | MB-0066 | 61.49 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 7 | Left | 1.0 | 3.0 | 4.032 | IDC | 157.43333330000002 | Living | Positive | Yes | 155.36 | Not Recurred | Female | ER+/HER2- High Prolif | 16.0 | 2.0 | Living |
| 27 | MB-0068 | 51.01 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 1.0 | Loss | Negative | Tubular/ cribriform | Yes | Post | 3 | Left | 1.0 | 2.0 | 3.0239999999999996 | IDC | 103.1333333 | Living | Positive | Yes | 101.78 | Not Recurred | Female | 12.0 | 2.0 | Living | |
| 28 | MB-0071 | 68.42 | Mastectomy | Breast Cancer | Invasive Breast Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Yes | Post | 8 | 4.1 | BRCA | 131.0 | Deceased | Negative | Yes | 129.28 | Not Recurred | Female | 50.0 | 2.0 | Died of Other Causes | |||||
| 29 | MB-0079 | 50.42 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | Yes | Her2 | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Post | 10 | Right | 4.0 | 4.0 | 6.08 | IDC | 28.5 | Deceased | Negative | Yes | 26.28 | Recurred | Female | 40.0 | 2.0 | Died of Disease | |
| 30 | MB-0081 | 49.61 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | claudin-low | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 3 | Right | 0.0 | 4.0 | 3.048 | IDC | 69.5 | Living | Positive | Yes | 68.59 | Not Recurred | Female | 24.0 | 2.0 | Living | |
| 31 | MB-0083 | 64.85 | Breast Conserving | Breast Cancer | Breast Invasive Lobular Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Post | 2 | Right | 0.0 | 2.0 | 3.0260000000000002 | ILC | 86.06666667 | Deceased | Positive | Yes | 84.93 | Recurred | Female | 13.0 | 1.0 | Died of Disease | |
| 32 | MB-0093 | 43.55 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Mixed | Yes | Pre | 3 | Left | 1.0 | 4.0 | 5.0280000000000005 | MDLC | 153.2 | Living | Positive | Yes | 151.18 | Not Recurred | Female | 14.0 | 2.0 | Living | |
| 33 | MB-0095 | 80.5 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 1.0 | 3.0 | 4.11 | IDC | 49.76666667 | Deceased | Positive | Yes | 49.11 | Not Recurred | Female | 55.0 | 3.0 | Died of Other Causes | |
| 34 | MB-0097 | 78.19 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 3.0 | 2.0 | 5.06 | IDC | 98.7 | Living | Positive | Yes | 97.4 | Not Recurred | Female | 30.0 | 2.0 | Living | |
| 35 | MB-0099 | 51.58 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | LumB | 1.0 | Positve | Positive | 2.0 | Loss | Negative | Ductal/NST | Yes | Post | 4ER+ | Right | 3.042 | IDC | 132.1 | Deceased | Positive | Yes | 80.43 | Recurred | Female | 21.0 | 2.0 | Died of Disease | |||
| 36 | MB-0100 | 68.68 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | Yes | Basal | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Post | 10 | Right | 0.0 | 1.0 | 4.078 | IDC | 8.066666667 | Deceased | Negative | Yes | 7.83 | Recurred | Female | ER-/HER2- | 39.0 | 2.0 | Died of Disease |
| 37 | MB-0101 | 46.89 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | Moderate | No | Normal | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Pre | 8 | Right | 0.0 | 3.0 | 3.068 | ILC | 148.0333333 | Living | Positive | Yes | 33.72 | Recurred | Female | ER+/HER2- Low Prolif | 34.0 | 2.0 | Living |
| 38 | MB-0102 | 51.38 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | High | Yes | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Post | 3 | Right | 16.0 | 4.0 | 5.08 | ILC | 140.7666667 | Deceased | Positive | Yes | 100.66 | Recurred | Female | ER+/HER2- High Prolif | 40.0 | 2.0 | Died of Disease |
| 39 | MB-0106 | 49.87 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | LumA | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 8 | Left | 5.0 | 4.0 | 4.14 | IDC | 85.33333333 | Living | Positive | Yes | 84.21 | Not Recurred | Female | ER+/HER2- Low Prolif | 70.0 | 3.0 | Living |
| 40 | MB-0107 | 65.59 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 1 | Right | 0.0 | 4.0 | 4.0360000000000005 | IDC | 158.0333333 | Living | Positive | No | 155.95 | Not Recurred | Female | 18.0 | 2.0 | Living | |
| 41 | MB-0108 | 43.15 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | Yes | claudin-low | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 4ER+ | Right | 0.0 | 2.0 | 4.0360000000000005 | IDC | 42.7 | Deceased | Negative | Yes | 22.7 | Recurred | Female | 18.0 | 1.0 | Died of Disease | |
| 42 | MB-0109 | 82.53 | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | Basal | 1.0 | Positve | Positive | 3.0 | Gain | Negative | Ductal/NST | No | Post | 9 | 0.0 | 7.0 | 4.09 | IDC | 112.4 | Deceased | Positive | No | 110.92 | Not Recurred | Female | ER+/HER2- High Prolif | 45.0 | 2.0 | Died of Other Causes | ||
| 43 | MB-0110 | 45.73 | Breast Conserving | Breast Cancer | Invasive Breast Carcinoma | Low | No | claudin-low | 1.0 | Negative | Neutral | Negative | No | Pre | 3 | Left | 2.14 | BRCA | 157.5 | Living | Negative | No | 12.17 | Recurred | Female | 70.0 | 0.0 | Living | ||||||
| 44 | MB-0111 | 54.23 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Ductal/NST | Yes | Post | 3 | Right | 0.0 | 4.0 | 2.0540000000000003 | IDC | 127.1 | Living | Positive | No | 125.43 | Not Recurred | Female | ER+/HER2- Low Prolif | 27.0 | 2.0 | Living |
| 45 | MB-0112 | 83.89 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Lobular | Yes | Post | 3 | Right | 14.0 | 8.0 | 6.3 | ILC | 39.16666667 | Deceased | Negative | Yes | 25.13 | Recurred | Female | ER+/HER2- Low Prolif | 150.0 | 3.0 | Died of Disease |
| 46 | MB-0113 | 36.96 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | Yes | Her2 | 1.0 | Positve | Negative | 3.0 | Gain | Positive | Ductal/NST | Yes | Pre | 5 | Right | 3.0 | 5.034 | IDC | 43.16666667 | Living | Negative | Yes | 42.6 | Not Recurred | Female | HER2+ | 17.0 | 2.0 | Living | |
| 47 | MB-0114 | 48.59 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 8 | Left | 0.0 | 3.0 | 3.06 | IDC | 13.4 | Living | Positive | No | 13.22 | Not Recurred | Female | ER+/HER2- High Prolif | 30.0 | 2.0 | Living |
| 48 | MB-0115 | 39.84 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | Basal | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Pre | 10 | Left | 0.0 | 5.0 | 4.05 | IDC | 66.73333333 | Deceased | Negative | Yes | 31.74 | Recurred | Female | ER-/HER2- | 25.0 | 2.0 | Died of Disease |
| 49 | MB-0116 | 42.55 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | Moderate | Yes | Normal | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Pre | 6 | Right | 1.0 | 2.0 | 4.12 | ILC | 122.26666670000002 | Living | Positive | Yes | 120.66 | Not Recurred | Female | ER+/HER2- High Prolif | 60.0 | 3.0 | Living |
| 50 | MB-0117 | 60.07 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Post | 1 | Right | 1.0 | 2.0 | 4.046 | MDLC | 2.4 | Living | Negative | Yes | 2.37 | Not Recurred | Female | ER+/HER2- Low Prolif | 23.0 | 2.0 | Living |
| 51 | MB-0119 | 82.73 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Gain | Negative | Ductal/NST | Yes | Post | 7 | Left | 1.0 | 2.0 | 4.046 | IDC | 95.86666667 | Deceased | Negative | Yes | 94.61 | Recurred | Female | ER+/HER2- High Prolif | 23.0 | 2.0 | Died of Disease |
| 52 | MB-0120 | 72.1 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Gain | Positive | Ductal/NST | Yes | Post | 9 | Left | 1.0 | 3.0 | 5.052 | IDC | 29.06666667 | Deceased | Negative | Yes | 28.68 | Recurred | Female | ER+/HER2- High Prolif | 26.0 | 2.0 | Died of Disease |
| 53 | MB-0121 | 78.73 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 6.0 | 4.0 | 5.06 | IDC | 152.2 | Living | Negative | Yes | 150.2 | Not Recurred | Female | ER+/HER2- Low Prolif | 30.0 | 2.0 | Living |
| 54 | MB-0122 | 58.95 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Right | 1.0 | 5.0 | 3.04 | IDC | 138.9 | Living | Positive | Yes | 137.07 | Not Recurred | Female | ER+/HER2- Low Prolif | 20.0 | 2.0 | Living |
| 55 | MB-0123 | 76.89 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 1 | Right | 0.0 | 8.0 | 4.05 | IDC | 114.23333329999998 | Deceased | Positive | No | 25.86 | Recurred | Female | ER+/HER2- High Prolif | 25.0 | 2.0 | Died of Other Causes |
| 56 | MB-0124 | 43.46 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Low | Yes | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Pre | 8 | Left | 2.0 | 1.0 | 4.1 | MDLC | 118.2 | Living | Positive | Yes | 116.64 | Not Recurred | Female | ER+/HER2- Low Prolif | 50.0 | 3.0 | Living |
| 57 | MB-0125 | 73.98 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Low | No | LumB | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Mixed | Yes | Post | 8 | Right | 0.0 | 3.0 | 2.0180000000000002 | MDLC | 1.266666667 | Living | Positive | No | 1.25 | Not Recurred | Female | ER+/HER2- Low Prolif | 9.0 | 2.0 | Living |
| 58 | MB-0126 | 61.95 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Right | 0.0 | 3.07 | IDC | 127.63333329999999 | Living | Positive | Yes | 41.18 | Recurred | Female | ER+/HER2- Low Prolif | 35.0 | 2.0 | Living | |
| 59 | MB-0127 | 52.11 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Yes | Normal | 1.0 | Positve | Negative | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 3 | Right | 1.0 | 5.0 | 4.026 | IDC | 132.0666667 | Living | Negative | Yes | 130.33 | Not Recurred | Female | ER+/HER2- Low Prolif | 13.0 | 2.0 | Living | |
| 60 | MB-0128 | 57.4 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | No | claudin-low | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 3 | Left | 0.0 | 4.0 | 3.028 | IDC | 137.8 | Living | Positive | Yes | 135.99 | Not Recurred | Female | ER+/HER2- Low Prolif | 14.0 | 1.0 | Living |
| 61 | MB-0129 | 63.53 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | Yes | Her2 | 1.0 | Negative | Negative | 3.0 | Gain | Positive | Ductal/NST | No | Post | 5 | Right | 4.0 | 6.047999999999999 | IDC | 38.56666667 | Deceased | Negative | Yes | 38.06 | Not Recurred | Female | HER2+ | 24.0 | 2.0 | Died of Other Causes | |
| 62 | MB-0130 | 56.75 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | No | LumA | 1.0 | Positve | Positive | 1.0 | Gain | Positive | Ductal/NST | Yes | Post | 5 | Left | 0.0 | 2.0340000000000003 | IDC | 153.56666669999998 | Living | Negative | No | 151.55 | Not Recurred | Female | HER2+ | 17.0 | 1.0 | Living | |
| 63 | MB-0131 | 69.16 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 0.0 | 5.0 | 4.078 | IDC | 66.63333333 | Deceased | Negative | Yes | 63.59 | Recurred | Female | ER+/HER2- High Prolif | 39.0 | 2.0 | Died of Disease |
| 64 | MB-0133 | 58.89 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | Yes | LumA | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Mixed | Yes | Post | 8 | Left | 1.0 | 3.0 | 3.16 | MDLC | 151.0 | Living | Negative | Yes | 149.01 | Not Recurred | Female | ER+/HER2- Low Prolif | 80.0 | 2.0 | Living |
| 65 | MB-0134 | 73.11 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 3.0 | 1.0 | 5.044 | IDC | 12.93333333 | Deceased | Negative | Yes | 11.71 | Recurred | Female | ER+/HER2- High Prolif | 22.0 | 2.0 | Died of Disease |
| 66 | MB-0135 | 74.09 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 2 | Left | 1.0 | 5.07 | IDC | 116.63333329999999 | Living | Positive | Yes | 115.1 | Not Recurred | Female | ER+/HER2- High Prolif | 35.0 | 2.0 | Living | |
| 67 | MB-0136 | 72.3 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 3 | Right | 0.0 | 2.0 | 3.0260000000000002 | IDC | 88.2 | Living | Positive | No | 87.04 | Not Recurred | Female | ER+/HER2- Low Prolif | 13.0 | 1.0 | Living |
| 68 | MB-0138 | 51.33 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Loss | Negative | Ductal/NST | Yes | Post | 3 | Left | 0.0 | 2.0 | 3.036 | IDC | 150.56666669999998 | Living | Positive | No | 148.59 | Not Recurred | Female | ER+/HER2- Low Prolif | 18.0 | 1.0 | Living |
| 69 | MB-0139 | 47.62 | Breast Conserving | Breast Cancer | Breast Invasive Lobular Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Pre | 3 | Right | 1.0 | 1.0 | 4.06 | ILC | 109.2 | Living | Positive | Yes | 107.76 | Not Recurred | Female | ER+/HER2- Low Prolif | 30.0 | 2.0 | Living |
| 70 | MB-0140 | 74.07 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Right | 1.0 | 1.0 | 4.053999999999999 | IDC | 147.93333330000002 | Living | Negative | Yes | 145.99 | Not Recurred | Female | ER+/HER2- High Prolif | 27.0 | 2.0 | Living |
| 71 | MB-0142 | 57.99 | Mastectomy | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Loss | Negative | Mixed | No | Post | 1 | Right | 0.0 | 3.032 | MDLC | 12.4 | Living | Positive | No | 12.24 | Not Recurred | Female | ER+/HER2- Low Prolif | 16.0 | 1.0 | Living | |
| 72 | MB-0143 | 85.39 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 9 | Right | 2.0 | 7.0 | 5.044 | IDC | 54.33333333 | Deceased | Negative | Yes | 53.62 | Not Recurred | Female | ER+/HER2- High Prolif | 22.0 | 2.0 | Died of Other Causes |
| 73 | MB-0144 | 79.73 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 8 | Left | 6.0 | 5.0 | 6.0520000000000005 | IDC | 152.06666669999998 | Deceased | Positive | Yes | 116.38 | Recurred | Female | ER+/HER2- Low Prolif | 26.0 | Died of Disease | |
| 74 | MB-0145 | 62.4 | Breast Conserving | Breast Cancer | Breast Invasive Lobular Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Post | 3 | Left | 0.0 | 2.0 | 3.04 | ILC | 147.66666669999998 | Living | Positive | Yes | 145.72 | Not Recurred | Female | ER+/HER2- Low Prolif | 20.0 | 1.0 | Living |
| 75 | MB-0146 | 81.0 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 3.0 | Loss | Negative | Ductal/NST | Yes | Post | 1 | Left | 2.0 | 5.044 | IDC | 122.16666670000001 | Deceased | Negative | Yes | 120.56 | Not Recurred | Female | ER+/HER2- High Prolif | 22.0 | 2.0 | Died of Other Causes | |
| 76 | MB-0147 | 79.28 | Mastectomy | Breast Cancer | Breast Invasive Lobular Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Post | 2 | Right | 9.0 | 2.0 | 5.0760000000000005 | ILC | 51.76666667 | Deceased | Positive | Yes | 50.59 | Recurred | Female | ER+/HER2- High Prolif | 38.0 | 2.0 | Died of Disease |
| 77 | MB-0148 | 53.16 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | Her2 | 1.0 | Negative | Negative | 3.0 | Gain | Positive | Ductal/NST | No | Post | 5 | Left | 0.0 | 3.0 | 4.038 | IDC | 1.766666667 | Living | Negative | No | 1.74 | Not Recurred | Female | HER2+ | 19.0 | 1.0 | Living |
| 78 | MB-0149 | 77.13 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | No | Basal | 1.0 | Negative | Negative | 3.0 | Loss | Negative | Ductal/NST | No | Post | 10 | Right | 0.0 | 2.0 | 4.078 | IDC | 51.7 | Deceased | Negative | Yes | 51.02 | Not Recurred | Female | ER-/HER2- | 39.0 | 2.0 | Died of Other Causes |
| 79 | MB-0150 | 70.22 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | Basal | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 4ER+ | Left | 0.0 | 11.0 | 3.04 | IDC | 111.2 | Living | Negative | No | 109.74 | Not Recurred | Female | ER-/HER2- | 20.0 | 2.0 | Living |
| 80 | MB-0151 | 67.7 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 2 | Left | 6.0 | 1.0 | 6.1 | IDC | 49.23333333 | Deceased | Positive | Yes | 47.99 | Recurred | Female | ER+/HER2- High Prolif | 50.0 | 3.0 | Died of Disease |
| 81 | MB-0152 | 63.77 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | Her2 | 1.0 | Negative | Negative | 3.0 | Gain | Positive | Ductal/NST | No | Post | 4ER- | Right | 0.0 | 8.0 | 4.024 | IDC | 63.03333333 | Living | Negative | No | 62.2 | Not Recurred | Female | HER2+ | 12.0 | 1.0 | Living |
| 82 | MB-0153 | 67.12 | Mastectomy | Breast Cancer | Invasive Breast Carcinoma | High | No | claudin-low | 1.0 | Negative | Neutral | Negative | No | Post | 4ER- | Left | 1.056 | BRCA | 148.56666669999998 | Living | Negative | No | 146.61 | Not Recurred | Female | ER-/HER2- | 28.0 | Living | ||||||
| 83 | MB-0154 | 62.46 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Post | 4ER+ | Right | 0.0 | 2.0 | 3.0239999999999996 | IDC | 114.76666670000002 | Living | Negative | No | 113.26 | Not Recurred | Female | ER+/HER2- Low Prolif | 12.0 | 1.0 | Living |
| 84 | MB-0155 | 62.72 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | claudin-low | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Ductal/NST | Yes | Post | 4ER+ | Left | 0.0 | 2.0 | 2.0180000000000002 | IDC | 59.8 | Living | Negative | Yes | 59.01 | Not Recurred | Female | ER+/HER2- Low Prolif | 9.0 | 1.0 | Living |
| 85 | MB-0156 | 60.85 | Breast Conserving | Breast Cancer | Invasive Breast Carcinoma | Low | No | claudin-low | 1.0 | Positive | 1.0 | Neutral | Negative | No | Post | 4ER+ | Left | 2.004 | BRCA | 2.866666667 | Living | Negative | No | 2.83 | Not Recurred | Female | 2.0 | 0.0 | Living | |||||
| 86 | MB-0157 | 71.5 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | No | claudin-low | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Post | 4ER- | Left | 0.0 | 1.0 | 4.06 | IDC | 114.76666670000002 | Living | Negative | Yes | 113.26 | Not Recurred | Female | ER-/HER2- | 30.0 | 2.0 | Living |
| 87 | MB-0158 | 50.43 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | Basal | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 10 | Left | 4.044 | IDC | 192.3 | Living | Negative | No | 40.2 | Recurred | Female | ER-/HER2- | 22.0 | 2.0 | Living | ||
| 88 | MB-0159 | 51.04 | Mastectomy | Breast Cancer | Invasive Breast Carcinoma | Low | No | Basal | 1.0 | Negative | Gain | Positive | No | Post | 5 | Left | 2.046 | BRCA | 75.3 | Living | Negative | No | 74.31 | Not Recurred | Female | HER2+ | 23.0 | 0.0 | Living | |||||
| 89 | MB-0160 | 36.66 | Breast Conserving | Breast Cancer | Invasive Breast Carcinoma | No | Normal | 1.0 | Negative | Neutral | Negative | No | Pre | 4ER- | Right | 1.046 | BRCA | 143.5333333 | Living | Positive | No | 141.64 | Not Recurred | Female | 23.0 | Living | ||||||||
| 90 | MB-0162 | 57.56 | Breast Conserving | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | High | No | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Mixed | Yes | Post | 7 | Left | 1.0 | 5.0 | 4.0280000000000005 | MDLC | 55.76666667 | Living | Positive | Yes | 55.03 | Not Recurred | Female | ER+/HER2- Low Prolif | 14.0 | 2.0 | Living |
| 91 | MB-0163 | 84.73 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | Basal | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Post | 10 | 1.0 | 14.0 | 5.053999999999999 | IDC | 98.1 | Deceased | Negative | No | 96.81 | Not Recurred | Female | 27.0 | Died of Other Causes | |||
| 92 | MB-0164 | 37.87 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | Yes | claudin-low | 1.0 | Negative | Negative | 3.0 | Neutral | Negative | Ductal/NST | No | Pre | 10 | Left | 0.0 | 4.0 | 4.032 | IDC | 10.83333333 | Living | Negative | Yes | 10.69 | Not Recurred | Female | ER-/HER2- | 16.0 | 2.0 | Living |
| 93 | MB-0165 | 53.75 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | LumA | 1.0 | Positve | Positive | 3.0 | Gain | Positive | Ductal/NST | Yes | Post | 5 | Left | 22.0 | 2.0 | 6.104 | IDC | 47.63333333 | Deceased | Negative | Yes | 32.14 | Recurred | Female | HER2+ | 52.0 | 3.0 | Died of Disease |
| 94 | MB-0166 | 44.98 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Moderate | Yes | LumA | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 4ER+ | Right | 3.0 | 2.0 | 5.048 | IDC | 104.4 | Living | Positive | Yes | 103.03 | Not Recurred | Female | ER+/HER2- Low Prolif | 24.0 | 2.0 | Living |
| 95 | MB-0167 | 76.4 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | High | No | LumB | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 9 | Right | 2.0 | 9.0 | 5.0760000000000005 | IDC | 43.1 | Deceased | Positive | Yes | 40.3 | Recurred | Female | ER+/HER2- High Prolif | 38.0 | 2.0 | Died of Disease |
| 96 | MB-0168 | 60.26 | Breast Conserving | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | No | claudin-low | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Ductal/NST | Yes | Post | 4ER+ | Left | 0.0 | 1.0 | 4.034 | IDC | 122.76666670000002 | Living | Negative | Yes | 121.15 | Not Recurred | Female | ER+/HER2- Low Prolif | 17.0 | 1.0 | Living |
| 97 | MB-0169 | 79.28 | Breast Conserving | Breast Cancer | Breast Invasive Lobular Carcinoma | Low | No | Normal | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Lobular | Yes | Post | 4ER+ | Left | 3.0780000000000003 | ILC | 145.43333330000002 | Deceased | Positive | No | 143.52 | Not Recurred | Female | ER+/HER2- Low Prolif | 39.0 | 2.0 | Died of Other Causes | ||
| 98 | MB-0170 | 83.35 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | No | LumA | 1.0 | Positve | Positive | 1.0 | Neutral | Negative | Tubular/ cribriform | Yes | Post | 3 | Left | 1.0 | 3.0 | 3.052 | IDC | 93.36666667 | Deceased | Negative | Yes | 92.14 | Not Recurred | Female | ER+/HER2- Low Prolif | 26.0 | 2.0 | Died of Other Causes |
| 99 | MB-0171 | 64.57 | Mastectomy | Breast Cancer | Breast Mixed Ductal and Lobular Carcinoma | Moderate | No | Normal | 1.0 | Positve | Positive | 3.0 | Neutral | Negative | Mixed | Yes | Post | 4ER+ | Right | 0.0 | 4.0 | 4.053999999999999 | MDLC | 5.433333332999999 | Living | Negative | Yes | 5.36 | Not Recurred | Female | ER+/HER2- Low Prolif | 27.0 | 2.0 | Living |
| 100 | MB-0172 | 48.11 | Mastectomy | Breast Cancer | Breast Invasive Ductal Carcinoma | Low | Yes | LumA | 1.0 | Positve | Positive | 2.0 | Neutral | Negative | Ductal/NST | Yes | Pre | 3 | Right | 1.0 | 7.0 | 4.04 | IDC | 138.1 | Living | Positive | Yes | 136.28 | Not Recurred | Female | ER+/HER2- Low Prolif | 20.0 | 2.0 | Living |