Variable | Training cohort (n = 203) | Validation-1 cohort (n = 88) | Validation-2 cohort (n = 105) | |||
---|---|---|---|---|---|---|
HR (95%CI) | P | HR (95%CI) | P | HR (95%CI) | P | |
Gender (vs. Male) | 0.952 (0.618–1.466) | 0.823 | 1.419 (0.718–2.803) | 0.314 | 1.144 (0.574–2.278) | 0.702 |
Age (vs. ≤40) | 0.799 (0.643–0.993) | 0.043 | 1.002 (0.642–1.563) | 0.994 | 0.936 (0.659–1.330) | 0.711 |
Family history of cancer (vs. No) | 0.645 (0.363–1.146) | 0.135 | 0.958 (0.604–1.519) | 0.855 | 1.098 (0.694–1.738) | 0.689 |
Blood transfusion (vs. No) | 1.247 (1.046–1.486) | 0.014 | 1.124 (0.772–1.637) | 0.541 | 1.361 (1.033–1.793) | 0.028 |
Siewert type (vs. II) | 1.111 (0.780–1.581) | 0.560 | 1.271 (0.661–2.443) | 0.472 | 0.995 (0.571–1.735) | 0.986 |
Organ invasion (vs. Absence) | 2.470 (1.708–3.572) | < 0.001 | 1.955 (1.006–3.800) | 0.048 | 2.145 (1.208–3.812) | 0.009 |
Serosal infiltration (vs. S0) | 1.474 (1.228–1.770) | < 0.001 | 1.434 (1.040–1.979) | 0.028 | 1.947 (1.404–2.699) | < 0.001 |
Borrmann type (vs. I) | 1.573 (1.160–2.133) | 0.004 | 1.640 (1.007–2.671) | 0.047 | 1.990 (1.235–3.207) | 0.005 |
PRM (vs. < 3 cm) | 0.846 (0.595–1.204) | 0.353 | 1.221 (0.515–2.894) | 0.650 | 1.198 (0.623–2.302) | 0.589 |
DRM (vs. < 12 cm) | 0.761 (0.536–1.079) | 0.126 | 0.598 (0.311–1.152) | 0.124 | 1.075 (0.591–1.956) | 0.812 |
pTNM stage (vs. I-II) | 3.128 (1.934–5.058) | < 0.001 | 1.660 (0.800–3.445) | 0.174 | 2.332 (1.199–4.537) | 0.013 |
Grade of differentiation (vs. Well) | 1.485 (1.036–2.127) | 0.031 | 3.455 (1.468–8.133) | 0.005 | 2.676 (1.260–5.685) | 0.010 |
Complications (vs. 0-I) | 1.220 (0.782–1.904) | 0.381 | 3.504 (1.711–7.175) | 0.001 | 1.165 (0.632–2.148) | 0.624 |
PLNa | 1.052 (1.037–1.067) | < 0.001 | 1.060 (1.014–1.108) | 0.011 | 1.059 (1.035–1.084) | < 0.001 |
LNRa | 11.958 (6.262–22.834) | < 0.001 | 31.083 (5.305–182.122) | < 0.001 | 16.295 (4.944–53.705) | < 0.001 |
LODDSa | 1.485 (1.343–1.641) | < 0.001 | 1.543 (1.222–1.948) | < 0.001 | 1.414 (1.176–1.700) | < 0.001 |
FOBT (vs. Negative) | 0.965 (0.592–1.572) | 0.887 | 1.444 (0.632–3.298) | 0.383 | 1.904 (1.067–3.398) | 0.029 |
WBC (vs. < 6.02) | 1.180 (0.832–1.675) | 0.353 | 0.653 (0.338–1.260) | 0.204 | 0.961 (0.561–1.648) | 0.886 |
Neut (vs. < 3.25) | 1.113 (0.784–1.578) | 0.550 | 0.682 (0.354–1.311) | 0.251 | 1.164 (0.659–2.056) | 0.600 |
Hb (vs. < 128) | 0.811 (0.571–1.151) | 0.241 | 1.348 (0.700–2.593) | 0.372 | 1.216 (0.707–2.091) | 0.480 |
HCT (vs. < 0.380) | 0.810 (0.571–1.149) | 0.238 | 1.527 (0.787–2.963) | 0.211 | 0.945 (0.551–1.622) | 0.838 |
PLT (vs. < 229) | 1.512 (1.063–2.151) | 0.022 | 0.524 (0.270–1.018) | 0.056 | 0.995 (0.581–1.705) | 0.986 |
Blood type (vs. A) | 0.937 (0.812–1.082) | 0.379 | 1.325 (0.999–1.755) | 0.050 | 0.876 (0.714–1.074) | 0.202 |
ALB (vs. < 39.4) | 0.737 (0.518–1.047) | 0.089 | 0.938 (0.479–1.834) | 0.851 | 1.323 (0.766–2.286) | 0.315 |
GLB (vs. < 25.9) | 0.798 (0.562–1.134) | 0.208 | 2.177 (1.049–4.517) | 0.037 | 1.397 (0.797–2.450) | 0.243 |
AFP (vs. < 3.41) | 0.750 (0.528–1.065) | 0.108 | 1.219 (0.617–2.407) | 0.569 | 1.270 (0.729–2.214) | 0.399 |
CEA (vs. < 2.94) | 1.301 (0.916–1.849) | 0.141 | 1.119 (0.580–2.161) | 0.737 | 1.348 (0.785–2.317) | 0.279 |
CA-125 (vs. < 9.70) | 1.410 (0.991–2.008) | 0.056 | 1.503 (0.775–2.917) | 0.228 | 1.407 (0.802–2.468) | 0.234 |
CA 19–9 (vs. < 9.39) | 1.328 (0.935–1.887) | 0.113 | 0.768 (0.384–1.536) | 0.456 | 1.618 (0.943–2.776) | 0.081 |