Characteristics | Training cohort (n = 84) | Validation cohort (n = 36) | ||||
---|---|---|---|---|---|---|
apCR (n = 37) | non-apCR (n = 47) | P | apCR (n = 16) | non-apCR (n = 20) | p | |
Age (years) | 50.5 ± 8.7 | 50.7 ± 10.9 | 0.928 | 49.8 ± 11.5 | 53.3 ± 9.6 | 0.329 |
Menopausal (%) | Â | Â | 0.679 | Â | Â | 1.000 |
 Premenopausal | 18 (48.6) | 25 (53.2) |  | 7 (43.8) | 8 (40.0) |  |
 Postmenopausal | 19 (51.4) | 22 (46.8) |  | 9 (56.2) | 12 (60.0) |  |
ER status (%) | Â | Â | 0.001 | Â | Â | 0.191 |
 Positive | 13 (35.1) | 33 (70.2) |  | 5 (31.2) | 11 (55.0) |  |
 Negative | 24 (64.9) | 14 (29.8) |  | 11 (68.8) | 9 (45.0) |  |
PR status (%) | Â | Â | 0.022 | Â | Â | 0.500 |
 Positive | 16 (43.2) | 32 (68.1) |  | 8 (50.0) | 13 (65.0) |  |
 Negative | 21 (56.8) | 15 (31.9) |  | 8 (50.0) | 7 (35.0) |  |
HER2 status (%) | Â | Â | 0.002 | Â | Â | 0.023 |
 Positive | 21 (56.8) | 11 (23.4) |  | 12 (75.0) | 7 (35.0) |  |
 Negative | 16 (43.2) | 36 (76.6) |  | 4 (25.0) | 13 (65.0) |  |
Ki-67 status (%) | Â | Â | 0.659 | Â | Â | 0.764 |
  ≤ 20% | 5 (13.5) | 8 (17.0) |  | 3 (18.8) | 3 (15.0) |  |
 > 20% | 32 (86.5) | 39 (83.0) |  | 13 (81.2) | 17 (85.0) |  |
Molecular subtypes (%) | Â | Â | 0.005 | Â | Â | 0.073 |
 Luminal A | 1 (2.7) | 5 (10.6) |  | 0 (0.0) | 1 (5.0) |  |
 Luminal B | 17 (45.9) | 29 (61.7) |  | 8 (50.0) | 13 (65.0) |  |
 HER2 enriched | 12 (32.4) | 2 (4.3) |  | 6 (37.5) | 1 (5.0) |  |
 TN | 7 (18.9) | 11 (23.4) |  | 2 (12.5) | 5 (25.0) |  |
Clinical T stage (%) | Â | Â | 0.993 | Â | Â | 0.525 |
 T1 | 6 (16.2) | 8 (17.0) |  | 2 (12.5) | 5 (25.0) |  |
 T2 | 15 (40.5) | 20 (42.6) |  | 10 (62.5) | 8 (40.0) |  |
 T3 | 8 (21.6) | 9 (19.1) |  | 1 (6.2) | 3 (15.0) |  |
 T4 | 8 (21.6) | 10 (21.3) |  | 3 (18.8) | 4 (20.0) |  |
Clinical N stage (%) | Â | Â | 0.317 | Â | Â | 0.273 |
 N1 | 26 (70.3) | 32 (68.1) |  | 14 (87.5) | 12 (60.0) |  |
 N2 | 9 (24.3) | 8 (17.0) |  | 1 (6.2) | 4 (20.0) |  |
 N3 | 2 (5.4) | 7 (14.9) |  | 1 (6.2) | 4 (20.0) |  |
Pre-LD (mm) | 17.2 ± 6.9 | 18.3 ± 5.8 | 0.456 | 16.2 ± 4.9 | 18.9 ± 6.5 | 0.183 |
1st-LD (mm) | 12.9 ± 5.2 | 14.5 ± 5.2 | 0.171 | 12.4 ± 4.7 | 14.8 ± 4.1 | 0.108 |
Pre-SD (mm) | 12.9 ± 3.6 | 14.1 ± 4.6 | 0.184 | 12.8 ± 3.5 | 13.6 ± 4.1 | 0.547 |
1st-SD (mm) | 9.7 ± 3.3 | 11.1 ± 4.6 | 0.130 | 9.4 ± 3.9 | 10.6 ± 2.9 | 0.294 |
Delta-LD (mm) | 4.3 ± 2.5 | 3.8 ± 3.3 | 0.418 | 3.8 ± 2.4 | 4.0 ± 4.5 | 0.851 |
Delta-SD (mm) | 3.2 ± 1.3 | 3.0 ± 2.8 | 0.769 | 3.4 ± 2.1 | 3.0 ± 3.4 | 0.665 |
Breast pCR (%) | Â | Â | Â | Â | Â | Â |
 Yes | 17 (45.9) | 5 (10.6) | < 0.001 | 13 (81.2) | 2 (10.0) | < 0.001 |
 No | 20 (54.1) | 42 (89.4) |  | 3 (18.8) | 18 (90.0) |  |