Research Article
Establishment of an Immune-Related Gene Signature for Risk Stratification for Patients with Glioma
Table 5
Univariate and multivariate Cox regression analyses for the IRRS model and clinical traits.
| Variables | Univariate cox analysis | Multivariate cox analysis | TCGA | CGGA | TCGA | CGGA | | HR (95% CI) | value | C-index (95% CI) | HR (95% CI) | value | C-index (95% CI) | HR (95% CI) | value | C-index (95% CI) | HR (95% CI) | value | C-index (95% CI) |
| Age | 4.89 (3.772-6.33) | <0.0001 | 0.671 (0.640-0.702) | 3.15 (2.269-4.39) | 8.25-12 | 0.581 (0.554-0.608) | 2.02 (1.450-2.81) | 3.20-05 | 0.847 (0.823-0.871) | 1.21 (0.821-1.79) | 0.3349 | 0.765 (0.732-0.798) | Gender | 1.26 (0.986-1.61) | 0.0645 | 0.533 (0.500-0.566) | 1.16 (0.875-1.53) | 0.309 | 0.506 (0.471-0.541) | — | — | — | — | Grade | 9.23 (7.095-12.01) | <0.0001 | 0.736 (0.709-0.763) | 4.20 (2.851-6.17) | 3.43-13 | 0.638 (0.609-0.667) | 2.54 (1.750-3.69) | 9.50-07 | 3.05 (1.916-4.86) | 2.61-06 | Risk score | 6.53 (4.960-8.59) | <0.0001 | 0.743 (0.719-0.767) | 3.85 (2.857-5.19) | <0.0001 | 0.661 (0.630-0.692) | 1.89 (1.252-2.85) | 2.40-03 | 2.17 (1.493-3.14) | 4.63-05 | IDH_status | 8.76 (6.708-11.43) | <0.0001 | 0.782 (0.758-0.806) | 4.42 (3.278-5.96) | <0.0001 | 0.699 (0.672-0.726) | 2.70 (1.700-4.28) | 2.51-05 | 2.85 (1.966-4.14) | 3.46-08 | MGMT_status | 3.17 (2.430-4.13) | <0.0001 | 0.654 (0.619-0.689) | 1.36 (1.009-1.82) | 0.0434 | 0.528 (0.489-0.567) | 1.29 (0.938-2.78) | 0.1168 | 1.20 (0.884-1.64) | 0.2389 |
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HR: hazard ratio; IRRS: immune-related risk score; TCGA: The Cancer Genome Atlas; CGGA: Chinese Glioma Genome Atlas; IDH: isocitrate dehydrogenase; MGMT: O-6-methylguanine-DNA methyltransferase; bold texts indicate statistically significant difference.
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