Table 3.
Univariate Cox regression | Multivariate Cox regression | |||
---|---|---|---|---|
Variable | HR (95% CI) | P value | HR (95% CI) | P value |
Lasso-Cox | 3.06 (2.10–4.45) | 5.02e-9 | 2.26 (1.46–3.49) | 2.31e-4 |
Clinical | ||||
Grade | 2.38 (1.63–3.5) | 8.45e-6 | 1.46 (0.95–2.23) | 8.22e-2 |
Stage | 3.68 (2.57–5.27) | 1.12e-12 | 3.00 (2.00–4.49) | 9.23e-8 |
Gene expression | ||||
CSNK2A1 | 0.90 (0.64–1.26) | 5.34e-1 | 1.07 (0.74–1.56) | 7.11e-1 |
SPP1 | 1.15 (0.82–1.61) | 4.14e-1 | 1.10 (0.75–1.63) | 6.20e-1 |
DEFB1 | 1.41 (1.00–1.98) | 4.99e-2 | 1.36 (0.95–1.95) | 9.71e-2 |
PECAM1 | 0.77 (0.55–1.09) | 1.40e-1 | 1.04 (0.69–1.58) | 8.45e-1 |
EDNRB | 0.50 (0.35–0.71) | 9.10e-5 | 0.96 (0.59–1.57) | 8.77e-1 |
TSPAN7 | 0.54 (0.38–0.76) | 5.12e-4 | 1.03 (0.64–1.67) | 9.07e-1 |
Somatic mutation | ||||
VHL | 0.99 (0.70–1.38) | 9.33e-1 | 1.23 (0.86–1.75) | 2.57e-1 |
PBRM1 | 0.85 (0.58–1.24) | 3.94e-1 | 1.03 (0.69–1.54) | 8.85e-1 |
BAP1 | 1.49 (0.78–2.85) | 2.22e-1 | 1.49 (0.74–3.00) | 2.60e-1 |
SETD2 | 1.29 (0.77–2.14) | 3.29e-1 | 1.03 (0.62–1.74) | 9.00e-1 |
TP53 | 2.26 (1.00–5.15) | 5.13e-2 | 2.86 (1.19–6.86) | 1.85e-2 |