Table 2. Univariate and multivariate analysis of overall survival in training set.
Characteristics | Univariate analysis | Multivariate analysis | C-index | AIC | ||||
---|---|---|---|---|---|---|---|---|
β | HR (95% CI) | P value | β | HR (95% CI) | P value | |||
Age | 0.203 | 1.225 (1.026–1.464) | 0.025 | 0.283 | 1.327 (1.053–1.671) | 0.016 | 0.528 | 3936.8 |
Gender | 0.017 | 1.017 (0.818–1.265) | 0.879 | 0.499 | 3935.5 | |||
Tumor location | 0.003 | 1.003 (1.001–1.006) | 0.004 | 0.516 | 3937.0 | |||
Macroscopic type | 0.540 | 1.716 (1.566–1.879) | < 0.001 | 0.257 | 1.292 (1.109–1.507) | 0.001 | 0.653 | 3832.8 |
Differentiation degree | 0.422 | 1.525 (1.352–1.720) | < 0.001 | 0.593 | 3894.7 | |||
Tumor diameter | 0.632 | 1.882 (1.721–2.058) | < 0.001 | 0.686 | 3835.3 | |||
T stage | 0.736 | 2.087 (1.889–2.306) | <0.001 | 0.681 | 3780.3 | |||
N stage | 0.657 | 1.930 (1.798–2.072) | < 0.001 | 0.561 | 1.753 (1.576–1.949) | < 0.001 | 0.736 | 3698.2 |
V stage | 0.681 | 1.975 (1.820–2.144) | < 0.001 | 0.340 | 1.405 (1.235–1.599) | < 0.001 | 0.715 | 3768.2 |
Vessel invasion | 1.087 | 2.966 (2.282–3.855) | < 0.001 | 0.614 | 3871.8 | |||
Neural invasion | 1.237 | 3.445 (2.395–4.955) | < 0.001 | 0.579 | 3880.2 |
HR: Hazard ratio; CI: Confidence interval.