Risk factor | Training cohort in TCGA (N = 260) | Validation cohort in TCGA (N = 111) | External cohort (N = 35) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
 | Univariate analysis | Multivariate analysis | Univariate analysis | Multivariate analysis | Univariate analysis | Multivariate analysis | ||||||
 | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value |
Age | 1.048 (1.021–1.075) | < 0.001 | 1.058 (1.031–1.086) | < 0.001 | 1.002 (0.977–1.028) | 0.890 | 1.013 (0.985–1.042) | 0.360 | 1.214 (0.321–2.312) | 0.235 | 1.032 (0.231–2.913) | 0.451 |
Gender | 1.240 (0.772–1.993) | 0.374 | 1.411 (0.858–2.319) | 0.175 | 1.304 (0.728–2.335) | 0.371 | 1.202 (0.667–2.169) | 0.540 | 1.152 (0.489–2.182) | 0.552 | 0.924 (0.451–3.521) | 0.461 |
Grade | 1.638 (1.031–2.601) | 0.037 | 1.754 (1.080–2.846) | 0.023 | 1.117 (0.676–1.845) | 0.665 | 1.104 (0.655–1.861) | 0.711 | 3.456 (1.224–5.050) | 0.024 | 2.341 (0.219–7.121) | 0.034 |
Stage | 1.457 (1.099–1.933) | 0.009 | 1.483 (1.085–2.027) | 0.014 | 1.671 (1.209–2.308) | 0.002 | 1.813 (1.281–2.565) | < 0.001 | 2.341 (0.512–5.641) | 0.235 | 1.425 (0.248–7.214) | 0.810 |
riskScore | 1.674 (1.395–2.008) | < 0.001 | 1.798 (1.484–2.179) | < 0.001 | 1.513 (1.102–2.731) | 0.007 | 1.872 (1.723–2.098) | 0.04 | 2.424 (1.516–3.124) | 0.013 | 1.915 (1.529–2.942) | 0.040 |