Characteristics | Training cohort | Validation cohort | Testing cohort | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Low-grade | High-grade | t value or χ2-value | p value | Low-grade | High-grade | t value or χ 2-value | p value | Low-grade | High-grade | t value or χ2-value | p value | |
Full cohort, n (%) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
406 (100%) | 184 (45.3%) | 43 (10.6%) | – | – | 46 (11.3%) | 11 (2.7%) | – | – | 100 (24.6%) | 22 (5.4%) | – | – |
Age (years) | 56.87 ± 12.09 | 60.33 ± 11.13 | 2.93 | 0.088 | 55.63 ± 10.74 | 59.64 ± 11.17 | 1.22 | 0.28 | 58.25 ± 12.19 | 56.32 ± 16.14 | 0.40 | 0.53 |
Gender, n (%) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Male | 109 (59.2%) | 27 (62.8%) | 0.183 | 0.669 | 25 (54.3%) | 7 (63.6%) | 0.31 | 0.58 | 55 (55.0%) | 17 (77.3%) | 3.70 | 0.05 |
Female | 75 (40.8%) | 16 (37.2%) | Â | Â | 21 (45.7%) | 4 (36.4%) | Â | Â | 45 (45.0%) | 5 (22.7%) | Â | Â |
BMI (kg/m2) | 24.25 ± 3.42 | 24.06 ± 5.00 | 0.087 | 0.768 | 24.18 ± 3.59 | 23.87 ± 2.19 | 0.08 | 0.78 | 24.93 ± 5.13 | 22.87 ± 2.96 | 3.30 | 0.07 |
Smoking history, n (%) | 57 (31.0%) | 18 (41.9%) | 1.87 | 0.17 | 11 (23.9%) | 4 (36.4%) | 0.71 | 0.40 | 37 (37.0%) | 8 (36.4%) | 0.003 | 0.96 |
Hypertension, n (%) | 67 (37.4%) | 12 (27.9%) | 1.11 | 0.29 | 17 (37.0%) | 3 (27.3%) | 0.37 | 0.55 | 41 (41.0%) | 7 (31.8%) | 0.64 | 0.43 |
Diabetes, n (%) | 21 (11.4%) | 9 (20.9%) | 2.75 | 0.097 | 9 (19.6%) | 0 (0.0%) | 2.56 | 0.11 | 19 (19%) | 4 (18.2%) | 0.008 | 0.93 |
Tumor size (cm) | 4.18 ± 1.86 | 5.76 ± 3.12 | 18.72 |  < 0.001 | 4.06 ± 2.37 | 6.23 ± 1.67 | 8.20 | 0.006 | 4.32 ± 2.15 | 5.75 ± 2.87 | 6.95 | 0.009 |
Tumor location, n (%) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Left | 103 (56.0%) | 20 (46.5%) | 1.26 | 0.26 | 21 (45.7%) | 2 (20.0%) | 2.23 | 0.135 | 54 (54.0%) | 14 (63.6%) | 0.68 | 0.41 |
Right | 81 (44.0%) | 23 (53.5%) | Â | Â | 25 (54.3%) | 8 (80.0%) | Â | Â | 46 (46.0%) | 8 (36.4%) | Â | Â |
Operative method, n (%) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
Partial | 109 (59.2%) | 11 (25.6%) | 15.85 |  < 0.001 | 32 (69.6%) | 2 (18.2) | 9.74 | 0.002 | 51 (51.0%) | 7 (31.8%) | 2.66 | 0.10 |
Radical | 75 (40.8%) | 32 (74.4%) | Â | Â | 14 (30.4%) | 9 (81.8%) | Â | Â | 49 (49.0%) | 15 (68.2%) | Â | Â |
Hematuria, n (%) | 13 (7.1%) | 9 (20.9%) | 7.66 | 0.006 | 10 (21.7%) | 0 (0.0%) | 2.90 | 0.089 | 11 (11.0%) | 6 (27.3%) | 3.98 | 0.046 |
Flank pain, n (%) | 26 (14.1%) | 6 (14.0%) | 0.001 | 0.98 | 4 (8.7%) | 3 (27.3%) | 2.84 | 0.092 | 18 (18.0%) | 6 (27.3%) | 0.98 | 0.32 |
Distant Metastasis, n (%) | 0 (0.0%) | 1 (2.3%) | 4.30 | 0.038 | 0 (0.0%) | 1 (2.3%) | 4.30 | 0.038 | 0 (0.0%) | 1 (4.5%) | 4.58 | 0.032 |
Necrosis, n (%) | 76 (41.3%) | 31 (72.1%) | 13.26 |  < 0.001 | 19 (41.3%) | 11 (100.0%) | 12.67 |  < 0.001 | 40 (40.0%) | 15 (68.2%) | 5.79 | 0.016 |
Cystic Degeneration, n (%) | 19 (10.4%) | 4 (9.3%) | 0.044 | 0.83 | 5 (10.9%) | 1 (9.1%) | 0.03 | 0.863 | 10 (10.0%) | 0 (0.0%) | 2.40 | 0.12 |
Calcification, n (%) | 9 (4.9%) | 6 (14.0%) | 4.64 | 0.031 | 1 (2.2%) | 2 (18.2%) | 4.56 | 0.033 | 2 (2.0%) | 4 (18.2%) | 10.10 | 0.001 |
Violation of the Renal Capsule, n (%) | 25 (13.6%) | 19 (44.2%) | 20.89 |  < 0.001 | 3 (6.5%) | 0 (0.0%) | 0.76 | 0.38 | 7 (7.0%) | 10 (45.5%) | 22.24 |  < 0.001 |
Angiogenesis, n (%) | 101 (54.9%) | 36 (83.7%) | 12.11 | 0.001 | 23 (50.0%) | 10 (90.9%) | 6.10 | 0.014 | 60 (60.0%) | 20 (90.9%) | 7.63 | 0.006 |
Venous invasion, n (%) | 1 (0.5%) | 6 (14.0%) | 20.97 |  < 0.001 | 0 (0.0%) | 0 (0.0%) | – | – | 1 (1.0%) | 1 (4.5%) | 1.41 | 0.24 |
Perinephric Metastasis, n (%) | 12 (6.5%) | 15 (34.9%) | 26.75 |  < 0.001 | 2 (4.3%) | 2 (18.2%) | 2.60 | 0.11 | 4 (4.0%) | 7 (31.8%) | 17.01 |  < 0.001 |