Characteristic | Training cohort | p value | Validation cohort | p value | External testing cohort | p value |
---|---|---|---|---|---|---|
Age | 57.7 ± 12.0 | 0.390 | 56.8 ± 11.7 | 0.426 | 65.0 ± 9.0 | 0.789 |
Sex | Â | 0.780 | Â | 0.478 | Â | 0.283 |
 Male | 172 (64.4%) |  | 62 (54.4%) |  | 20 (45.5%) |  |
 Female | 95 (35.6%) |  | 52 (45.6%) |  | 24 (54.5%) |  |
Tumor location | Â | 0.939 | Â | 0.063 | Â | 0.063 |
 Left | 140 (52.4%) |  | 45 (39.5%) |  | 26 (59.1%) |  |
 Right | 127 (47.6%) |  | 69 (60.5%) |  | 18 (40.9%) |  |
Tumor maximum diameter | 4.3 ± 2.1 | < 0.001 | 4.6 ± 2.2 | 0.536 | 4.9 ± 2.0 | 0.002 |
Renal vein invasion | Â | <Â 0.001 | Â | <Â 0.001 | Â | 0.003 |
 Absent | 256 (95.9%) |  | 105 (92.1%) |  | 39 (88.6%) |  |
 Present | 11 (4.1%) |  | 9 (7.9%) |  | 5 (11.4%) |  |
Collecting system invasion | Â | <Â 0.001 | Â | 0.009 | Â | 0.036 |
 Absent | 179 (67%) |  | 63 (55.3%) |  | 29 (65.9%) |  |
 Present | 88 (33%) |  | 52 (45.7%) |  | 15 (34.1%) |  |
Tumor size | 3.9 ± 2.0 | < 0.001 | 4.0 ± 1.9 | 0.002 | 4.7 ± 1.9 | 0.015 |
PT stage | Â | <Â 0.001 | Â | <Â 0.001 | Â | <Â 0.001 |
 pT1a | 168 (62.9%) |  | 63 (55.3%) |  | 17 (38.6%) |  |
 pT1b | 48 (18%) |  | 23 (20.2%) |  | 16 (36.4%) |  |
 pT2 | 9 (3.4%) |  | 5 (4.4%) |  | 6 (13.6%) |  |
 pT3a | 39 (14.6%) |  | 19 (16.7%) |  | 5 (11.4%) |  |
 pT3b | 3 (1.1%) |  | 4 (3.5%) |  | 0 |  |
 pT3c | 0 |  | 0 |  | 0 |  |
 pT4 | 0 |  | 0 |  | 0 |  |
PN stage | Â | <Â 0.001 | Â | 0.080 | Â | <Â 0.001 |
 pN0 | 256 (95.9%) |  | 110 (96.5%) |  | 37 (84.1%) |  |
 pN1 | 11 (4.1%) |  | 4 (3.5%) |  | 7 (15.9%) |  |
 pN2 | 0 |  | 0 |  | 0 |  |
ISUP grade | Â | <Â 0.001 | Â | <Â 0.001 | Â | <Â 0.001 |
 I | 68 (25.5%) |  | 29 (25.4%) |  | 9 (20.5%) |  |
 II | 165 (61.8%) |  | 64 (56.1%) |  | 21 (47.7%) |  |
 III | 29 (10.9%) |  | 19 (16.7%) |  | 12 (27.3%) |  |
 IV | 5 (1.9%) |  | 2 (1.8%) |  | 2 (4.5%) |  |
Necrosis | Â | <Â 0.001 | Â | <Â 0.001 | Â | <Â 0.001 |
 Absent | 228 (85.4%) |  | 91 (79.8%) |  | 33 (75%) |  |
 Present | 39 (14.6%) |  | 23 (20.2%) |  | 11 (25%) |  |
Leibovich risk groups | Â | Â | Â | Â | Â | Â |
 Low risk | 194 (72.7%) |  | 75 (65.8%) |  | 27 (61.4%) |  |
 Intermediate risk | 59 (22.1%) |  | 33 (28.9%) |  | 12 (27.3%) |  |
 High risk | 14 (5.2%) |  | 6 (5.3%) |  | 5 (11.3%) |  |