Characteristics | Training Cohort | Â | Validation Cohort | Â | ||||||
---|---|---|---|---|---|---|---|---|---|---|
LN Metastasis (+) | LN Metastasis (−) | p | LN Metastasis (+) | LN Metastasis (−) | p | |||||
Age at diagnosis | NO. | % | NO. | % | <0.001 | NO. | % | NO. | % | 0.001 |
 ≤ 50 | 83 | 31.56 | 43 | 16.29 |  | 121 | 27.07 | 75 | 17.32 |  |
 >50 | 180 | 68.44 | 221 | 83.71 |  | 326 | 72.93 | 358 | 82.68 |  |
Ethnicity | Â | Â | Â | Â | 0.129 | Â | Â | Â | Â | 0.033 |
 White | 207 | 78.71 | 211 | 79.92 |  | 334 | 74.72 | 341 | 78.75 |  |
 Black | 36 | 13.69 | 24 | 9.09 |  | 69 | 15.44 | 42 | 9.70 |  |
 Others | 20 | 7.60 | 29 | 10.98 |  | 44 | 9.84 | 50 | 11.55 |  |
Gender | Â | Â | Â | Â | 0.997 | Â | Â | Â | Â | 0.018 |
 Male | 2 | 0.76 | 2 | 0.76 |  | 16 | 3.58 | 5 | 1.15 |  |
 Female | 261 | 99.24 | 262 | 99.24 |  | 431 | 96.42 | 428 | 98.85 |  |
Laterality | Â | Â | Â | Â | 0.175 | Â | Â | Â | Â | 0.502 |
 Left | 148 | 56.27 | 133 | 50.38 |  | 230 | 51.45 | 213 | 49.19 |  |
 Right | 115 | 43.73 | 131 | 49.62 |  | 217 | 48.55 | 220 | 50.81 |  |
Tumor size(cm) | Â | Â | Â | Â | <0.001 | Â | Â | Â | Â | <0.001 |
 <2 | 98 | 37.26 | 185 | 70.08 |  | 142 | 31.77 | 319 | 73.67 |  |
 2–5 | 117 | 44.49 | 72 | 27.27 |  | 213 | 47.65 | 103 | 23.79 |  |
 ≥ 5 | 48 | 18.25 | 7 | 2.65 |  | 92 | 20.58 | 11 | 2.54 |  |
ER status | Â | Â | Â | Â | 0.508 | Â | Â | Â | Â | 0.837 |
 Positive | 226 | 85.93 | 232 | 87.88 |  | 406 | 90.83 | 395 | 91.22 |  |
 Negative | 37 | 14.07 | 32 | 12.12 |  | 41 | 9.17 | 38 | 8.78 |  |
PR status | Â | Â | Â | Â | 0.057 | Â | Â | Â | Â | 0.181 |
 Positive | 184 | 69.96 | 204 | 77.27 |  | 367 | 82.10 | 340 | 78.52 |  |
 Negative | 79 | 30.04 | 60 | 22.73 |  | 80 | 17.90 | 93 | 21.48 |  |
Histological grade | Â | Â | Â | Â | 0.002 | Â | Â | Â | Â | 0.001 |
 I | 16 | 6.08 | 32 | 12.12 |  | 23 | 5.15 | 30 | 6.93 |  |
 II | 116 | 44.11 | 131 | 49.62 |  | 229 | 51.23 | 270 | 62.36 |  |
 III | 126 | 47.91 | 90 | 34.09 |  | 184 | 41.16 | 123 | 28.41 |  |
 Unknown | 5 | 1.90 | 11 | 4.17 |  | 11 | 2.46 | 10 | 2.31 |  |
Stage | Â | Â | Â | Â | <0.001 | Â | Â | Â | Â | <0.001 |
 I | 0 | – | 196 | 74.24 |  | 0 | – | 328 | 75.75 |  |
 II | 146 | 55.51 | 65 | 24.62 |  | 246 | 55.03 | 97 | 22.40 |  |
 III | 110 | 41.83 | 3 | 1.14 |  | 190 | 42.51 | 4 | 0.92 |  |
 IV | 5 | 1.90 | 0 | – |  | 7 | 1.57 | 1 | 0.23 |  |
 Unknown | 2 | 0.76 | 0 | – |  | 4 | 0.89 | 3 | 0.69 |  |