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) | 0.926 (0.596–1.436) | 0.730 | 1.623 (0.812–3.243) | 0.170 | 1.359 (0.675–2.734) | 0.390 |
Age (vs. ≤40) | 0.819 (0.659–1.018) | 0.073 | 0.981 (0.629–1.527) | 0.931 | 1.079 (0.716–1.627) | 0.717 |
Family history of cancer (vs. No) | 0.658 (0.370–1.170) | 0.154 | 0.775 (0.433–1.387) | 0.391 | 1.172 (0.739–1.857) | 0.500 |
Blood transfusion (vs. No) | 1.300 (1.091–1.548) | 0.003 | 1.194 (0.821–1.738) | 0.353 | 1.471 (1.110–1.949) | 0.007 |
Siewert type (vs. II) | 1.010 (0.706–1.446) | 0.956 | 1.262 (0.644–2.471) | 0.498 | 1.116 (0.623–1.999) | 0.711 |
Organ invasion (vs. Absence) | 2.402 (1.653–3.492) | < 0.001 | 2.189 (1.110–4.315) | 0.024 | 2.510 (1.387–4.543) | 0.002 |
Serosal infiltration (vs. S0) | 1.556 (1.292–1.875) | < 0.001 | 1.541 (1.104–2.150) | 0.011 | 2.030 (1.432–2.876) | < 0.001 |
Borrmann type (vs. I) | 1.670 (1.223–2.280) | 0.001 | 1.716 (1.034–2.849) | 0.037 | 1.887 (1.152–3.093) | 0.012 |
PRM (vs. < 3 cm) | 0.862 (0.601–1.237) | 0.421 | 0.914 (0.387–2.157) | 0.914 | 1.048 (0.517–2.126) | 0.896 |
DRM (vs. < 12 cm) | 0.805 (0.565–1.147) | 0.229 | 0.479 (0.244–0.941) | 0.033 | 0.901 (0.488–1.664) | 0.739 |
pTNM stage (vs. I-II) | 3.128 (1.913–5.112) | < 0.001 | 2.121 (0.959–4.690) | 0.063 | 2.554 (1.233–5.290) | 0.012 |
Grade of differentiation (vs. Well) | 1.154 (1.074–2.248) | 0.019 | 3.140 (1.331–7.409) | 0.009 | 2.634 (1.178–5.889) | 0.018 |
Complications (vs. 0-I) | 1.245 (0.791–1.960) | 0.343 | 3.083 (1.467–6.479) | 0.003 | 1.442 (0.771–2.699) | 0.252 |
PLNa | 1.059 (1.043–1.074) | < 0.001 | 1.067 (1.019–1.117) | 0.005 | 1.061 (1.035–1.088) | < 0.001 |
LNRa | 15.192 (8.172–30.981) | < 0.001 | 29.957 (5.339–168.076) | < 0.001 | 20.054 (5.736–70.106) | < 0.001 |
LODDSa | 1.548 (1.395–1.719) | < 0.001 | 1.598 (1.261–2.026) | < 0.001 | 1.425 (1.170–1.736) | < 0.001 |
FOBT (vs. Negative) | 0.883 (0.535–1.456) | 0.626 | 1.553 (0.676–3.567) | 0.300 | 2.359 (1.296–4.292) | 0.005 |
WBC (vs. < 6.02) | 1.251 (0.877–1.783) | 0.216 | 0.577 (0.291–1.144) | 0.115 | 0.829 (0.467–1.471) | 0.521 |
Neut (vs. < 3.25) | 1.166 (0.818–1.660) | 0.396 | 0.624 (0.318–1.225) | 0.171 | 1.072 (0.591–1.944) | 0.819 |
Hb (vs. < 128) | 0.780 (0.547–1.113) | 0.171 | 1.121 (0.572–2.197) | 0.738 | 1.087 (0.609–1.939) | 0.778 |
HCT (vs. < 0.380) | 0.797 (0.559–1.137) | 0.210 | 1.298 (0.660–2.555) | 0.450 | 0.795 (0.445–1.418) | 0.436 |
PLT (vs. < 229) | 1.492 (1.044–2.131) | 0.028 | 0.531 (0.268–1.053) | 0.070 | 0.887 (0.500–1.573) | 0.681 |
Blood type (vs. A) | 0.939 (0.813–1.085) | 0.396 | 1.263 (0.952–1.675) | 0.106 | 0.830 (0.669–1.030) | 0.091 |
ALB (vs. < 39.4) | 0.674 (0.472–0.964) | 0.031 | 0.897 (0.449–1.793) | 0.759 | 1.159 (0.643–2.089) | 0.623 |
GLB (vs. < 25.9) | 0.853 (0.598–1.216) | 0.379 | 1.960 (0.937–4.101) | 0.074 | 1.837 (0.983–3.434) | 0.057 |
AFP (vs. < 3.41) | 0.790 (0.554–1.126) | 0.193 | 1.358 (0.680–2.712) | 0.386 | 1.415 (0.790–2.535) | 0.243 |
CEA (vs. < 2.94) | 1.283 (0.899–1.930) | 0.170 | 0.951 (0.480–1.884) | 0.886 | 1.343 (0.755–2.387) | 0.315 |
CA-125 (vs. < 9.70) | 1.561 (1.090–2.236) | 0.015 | 1.424 (0.719–2.820) | 0.310 | 1.404 (0.774–2.548) | 0.264 |
CA 19–9 (vs. < 9.39) | 1.395 (0.977–1.991) | 0.067 | 0.890 (0.441–1.800) | 0.747 | 1.453 (0.820–2.576) | 0.201 |