Table 3.
Univariate and multivariate independent prognostic analysis of 10-gene signature risk score and other clinical characteristics in melanoma patients.
Univariate analysis | Multivariate analysis | |||
Characteristic | HR (95% CI) | P | HR (95% CI) | P |
Training cohort | ||||
Age | 1.024 (1.004–1.037) | <.001 | 1.011 (0.997–1.024) | .087 |
Gender | 0.958 (0.665–1.368) | .788 | 0.892 (0.685–1.423) | .891 |
T stage | 1.575 (1.321–1.978) | <.001 | 1.532 (1.223–1.916) | <.001 |
N stage | 1.589 (1.352–1.905) | <.001 | 1.752 (1.383–2.251) | <.001 |
M stage | 1.557 (0.576–4.173) | .387 | 1.591 (0.521–4.812) | .408 |
TNM stage | 1.568 (1.287–1.912) | <.001 | 0.767 (0.519–1.129) | .177 |
Signature risk score | 199.59 (20.87–1908.94) | <.001 | 42.11 (8.243–216.463) | <.001 |
Validation cohort | ||||
Age | 1.025 (1.010–1.039) | <.001 | 1.005 (0.989–1.021) | .547 |
Sex | 1.182 (0.766–1.822) | .451 | 0.879 (0.556–1.391) | .583 |
T stage | 1.776 (1.437–2.195) | <.001 | 1.636 (1.267–2.111) | <.001 |
N stage | 1.425 (1.164–1.746) | <.001 | 1.496 (1.113–2.01) | .008 |
M stage | 3.466 (0.84–14.295) | .086 | 1.253 (0.283–5.555) | .767 |
TNM stage | 1.607 (1.255–2.058) | <.001 | 0.978 (0.631–1.516) | .922 |
Signature risk score | 38.93 (6.45–234.94) | <.001 | 13.54 (1.91–96.19) | .009 |