Table 2.
Univariate Cox and Multivariate Cox analysis of clinicopathological factors and risk signatures.
| Variable | Univariate Cox analysis of clinicopathologicalfactors and risk signatures | Multivariate Cox analysis of clinicopathologicalfactors and risk signatures | ||||
|---|---|---|---|---|---|---|
| TCGA-train dataset | ||||||
| id | HR | 95% CI | p-value | HR | 95% CI | p-value |
| age | 1.02 | 1.00–1.04 | 0.013 | 1.01 | 0.99–1.03 | 0.221 |
| gender | 1.11 | 0.73–1.49 | 0.621 | 1.25 | 0.79–1.71 | 0.339 |
| stage | 1.54 | 1.20–1.88 | 0.001 | 1.56 | 1.20–1.92 | 0.001 |
| riskScore | 10.41 | 6.43–14.39 | 1.49E-21 | 10.64 | 6.47–14.81 | 1.15E-20 |
| TCGA-test dataset | ||||||
| id | HR | 95% CI | p-value | HR | 95% CI | p-value |
| age | 1.02 | 1.01–1.03 | 0.002 | 1.02 | 1.01–1.03 | 0.002 |
| gender | 0.94 | 0.60–1.28 | 0.805 | 0.84 | 0.53–1.15 | 0.469 |
| stage | 1.27 | 1.02–1.52 | 0.036 | 1.3 | 1.03–1.57 | 0.029 |
| riskScore | 2.12 | 1.44–2.80 | 0 | 2.08 | 1.41–2.75 | 0.0002 |
| TCGA dataset | ||||||
| id | HR | 95% CI | p-value | HR | 95% CI | p-value |
| age | 1.02 | 1.01–1.03 | 0.011 | 1.01 | 0.98–1.04 | 0.010 |
| gender | 1.04 | 0.60–1.48 | 0.701 | 1.02 | 0.61–1.43 | 0.412 |
| stage | 1.42 | 1.31–1.63 | 0.006 | 1.13 | 0.83–1.43 | 0.008 |
| riskScore | 6.32 | 2.14–10.50 | 0.002 | 5.11 | 3.12–7.10 | 0.009 |
| GSE65904 validation dataset | ||||||
| id | HR | 95% CI | p-value | HR | 95% CI | p-value |
| age | 0.99 | 0.98–1.01 | 0.567 | 1 | 0.99–1.02 | 0.592 |
| gender | 1.37 | 0.90–1.84 | 0.143 | 1.31 | 0.86–1.76 | 0.205 |
| stage | 2.35 | 1.53–3.17 | 8.55E-05 | 2.77 | 1.78–3.76 | 5.53E-06 |
| riskScore | 1.76 | 1.34–2.18 | 4.48E-05 | 1.98 | 1.49–2.47 | 1.87E-06 |
| GSE59455 validation dataset | ||||||
| id | HR | 95% CI | p-value | HR | 95% CI | p-value |
| age | 0.99 | 0.98–1.00 | 0.177 | 0.99 | 0.98–1.00 | 0.112 |
| gender | 1.24 | 0.84–1.64 | 0.283 | 1.17 | 0.80–1.54 | 0.421 |
| stage | 0.77 | 0.67–0.87 | 0 | 0.76 | 0.66–0.86 | 8.68E-05 |
| riskScore | 1.35 | 0.78–1.92 | 0.141 | 1.64 | 0.94–2.34 | 0.042 |
| GSE22153 validation dataset | ||||||
| id | HR | 95% CI | p-value | HR | 95% CI | p-value |
| age | 1.01 | 0.99–1.03 | 0.372 | 1.01 | 0.99–1.03 | 0.547 |
| gender | 0.99 | 0.55–1.43 | 0.967 | 1.32 | 0.71–1.93 | 0.378 |
| stage | 1.69 | 0.66–2.72 | 0.27 | 1.05 | 0.33–1.77 | 0.938 |
| riskScore | 1.95 | 1.15–2.75 | 0.013 | 2.07 | 1.16–2.98 | 0.014 |