| Total cohort (n = 219) | Primary cohort (n = 153) | Validation cohort (n = 66) | ||||||
---|---|---|---|---|---|---|---|---|---|
Characteristics | Non-ALN metastasis (n = 110) | ALN metastasis (n = 109) | P | Non-ALN metastasis (n = 77) | ALN metastasis (n = 76) | P | Non-ALN metastasis (n = 33) | ALN metastasis (n = 33) | P |
Age (years) | 51.85 ± 10.68 | 49.91 ± 11.13 | 0.191a | 52.04 ± 10.71 | 51.13 ± 11.87 | 0.620a | 51.39 ± 10.78 | 47.10 ± 8.74 | 0.080a |
Maximum diameter (cm) | 2.74 ± 1.03 | 3.63 ± 1.59 |  < 0.001a | 2.73 ± 1.04 | 3.53 ± 1.54 |  < 0.001a | 2.78 ± 1.01 | 3.87 ± 1.70 | 0.003a |
Minimum diameter (cm) | 1.80 ± 0.63 | 2.30 ± 1.02 |  < 0.001a | 1.80 ± 0.63 | 2.28 ± 1.05 | 0.001a | 1.81 ± 0.65 | 2.33 ± 0.99 | 0.014a |
Effective diameter (cm) | 2.27 ± 0.78 | 2.97 ± 1.22 |  < 0.001a | 2.26 ± 0.79 | 2.91 ± 1.20 |  < 0.001a | 2.30 ± 0.77 | 3.10 ± 1.27 | 0.003a |
Perineural invasion | Â | Â | 0.542b | Â | Â | 0.479b | Â | Â | 1.000b |
 Negative | 105(95.45%) | 102(93.58%) |  | 74(96.10%) | 70(92.11%) |  | 31(93.94%) | 32(96.97%) |  |
 Positive | 5(4.55%) | 7(6.42%) |  | 3(3.90%) | 6(7.89%) |  | 2(6.06%) | 1(3.03%) |  |
LVI | Â | Â | 0.014b | Â | Â | 0.034b | Â | Â | 0.202b |
 Negative | 93(84.55%) | 77(70.64%) |  | 64(83.12%) | 52(68.42%) |  | 29(87.88%) | 25(75.76%) |  |
 Positive | 17(15.45%) | 32(29.36%) |  | 13(16.88%) | 24(31.58%) |  | 4(12.12%) | 8(24.24%) |  |
ER | Â | Â | 0.959b | Â | Â | 0.542b | Â | Â | 0.306b |
 Negative | 40(36.36%) | 40(36.70%) |  | 30(38.96%) | 26(34.21%) |  | 10(30.30%) | 14(42.42%) |  |
 Positive | 70(63.64%) | 69(63.30%) |  | 47(61.04%) | 50(65.79%) |  | 23(69.70%) | 19(57.58%) |  |
PR | Â | Â | 0.453b | Â | Â | 0.939b | Â | Â | 0.138b |
 Negative | 56(50.91%) | 61(55.96%) |  | 41(53.25%) | 40(52.63%) |  | 15(45.45%) | 21(63.64%) |  |
 Positive | 54(49.09%) | 48(44.04%) |  | 36(46.75%) | 36(47.37%) |  | 18(54.55%) | 12(36.36%) |  |
HER-2 | Â | Â | 0.848b | Â | Â | 0.764b | Â | Â | 0.438b |
 Negative | 76(69.09%) | 74(67.89%) |  | 53(68.83%) | 54(71.05%) |  | 23(69.70%) | 20(60.61%) |  |
 Positive | 34(30.91%) | 35(32.11%) |  | 24(31.17%) | 22(28.95%) |  | 10(30.30%) | 13(39.39%) |  |
Ki-67 | Â | Â | 0.038b | Â | Â | 0.117b | Â | Â | 0.159b |
 < 20% | 37(33.64%) | 23(21.10%) |  | 26(33.77%) | 17(22.37%) |  | 11(33.33%) | 6(18.18%) |  |
 ≥ 20% | 73(66.36%) | 86(78.90%) |  | 51(66.23%) | 59(77.63%) |  | 22(66.67%) | 27(81.82%) |  |
T stage |  |  |  < 0.001c |  |  |  < 0.001c |  |  | 0.028c |
 T1 | 49(44.55%) | 21(19.27%) |  | 35(45.45%) | 14(18.42%) |  | 14(42.42%) | 7(21.21%) |  |
 T2 | 58(52.73%) | 70(64.22%) |  | 41(53.25%) | 51(67.11%) |  | 17(51.52%) | 19(57.58%) |  |
 T3 | 1(0.91%) | 11(10.09%) |  | 0(0.00%) | 5(6.58%) |  | 1(3.03%) | 6(18.18%) |  |
 T4 | 2(1.82%) | 7(6.42%) |  | 1(1.30%) | 6(7.89%) |  | 1(3.03%) | 1(3.03%) |  |
M stage | Â | Â | 0.671b | Â | Â | 0.239b | Â | Â | 1.000b |
 M0 | 108(98.18%) | 105(96.33%) |  | 77(100.00%) | 73(96.05%) |  | 31(93.94%) | 32(96.97%) |  |
 M1 | 2(1.82%) | 4(3.67%) |  | 0(0.00%) | 3(3.95%) |  | 2(6.06%) | 1(3.03%) |  |
AJCC stage | Â | Â | 0.241c | Â | Â | 0.615c | Â | Â | 0.165c |
 I | 22(20.00%) | 12(11.01%) |  | 15(19.48%) | 10(13.16%) |  | 7(21.21%) | 2(6.06%) |  |
 II | 46(41.82%) | 47(43.12%) |  | 32(41.56%) | 33(43.42%) |  | 14(42.42%) | 14(42.42%) |  |
 III | 18(16.36%) | 30(27.52%) |  | 12(15.58%) | 19(25.00%) |  | 6(18.18%) | 11(33.33%) |  |
 IV | 24(21.82%) | 20(18.35%) |  | 18(23.38%) | 14(18.42%) |  | 6(18.18%) | 6(18.18%) |  |
MRI parameters | |||||||||
 Ktrans (min−1) | 0.22 ± 0.12 | 0.19 ± 0.12 | 0.058a | 0.22 ± 0.11 | 0.19 ± 0.11 | 0.047a | 0.21 ± 0.14 | 0.20 ± 0.14 | 0.598a |
 Kep (min−1) | 0.82 ± 0.25 | 0.86 ± 0.22 | 0.269a | 0.84 ± 0.24 | 0.85 ± 0.23 | 0.756a | 0.79 ± 0.29 | 0.88 ± 0.20 | 0.144a |
 Ve | 0.27 ± 0.13 | 0.22 ± 0.12 | 0.006a | 0.27 ± 0.12 | 0.22 ± 0.11 | 0.022a | 0.29 ± 0.15 | 0.23 ± 0.15 | 0.115a |
 W-in (min−1) | 0.57 ± 0.21 | 0.60 ± 0.27 | 0.368a | 0.56 ± 0.19 | 0.59 ± 0.27 | 0.365a | 0.59 ± 0.26 | 0.61 ± 0.28 | 0.775a |
 W-out (min−1) | -0.01 ± 0.02 | -0.02 ± 0.02 | 0.002a | -0.01 ± 0.02 | -0.02 ± 0.02 | 0.009a | -0.01 ± 0.02 | -0.02 ± 0.02 | 0.081a |
 TTP (min) | 0.67 ± 0.19 | 0.67 ± 0.20 | 0.983a | 0.67 ± 0.19 | 0.68 ± 0.20 | 0.803a | 0.67 ± 0.21 | 0.65 ± 0.21 | 0.698a |
 ADC (× 10 −3 mm2/s) | 0.87 ± 0.15 | 0.84 ± 0.13 | 0.158a | 0.87 ± 0.14 | 0.84 ± 0.15 | 0.239a | 0.86 ± 0.17 | 0.83 ± 0.09 | 0.447a |