Table 2.
Univariate analysis and multivariate analysis of the correlation of the GNPNAT1 expression with overall survival among lung adenocarcinoma patients in TCGA-LUAD cohort.
| Variable | Univariate Cox analysis | Multivariate Cox analysis∗ | ||||||
|---|---|---|---|---|---|---|---|---|
| Coef | HR (95% CI) | z | p value | Coef | HR (95% CI) | z | p value | |
| Age | 0.00865 | 1.01 (0.993-1.02) | 1.12 | 0.264 | ||||
| Gender (male vs. female) | 0.0584 | 1.06 (0.792-1.42) | 0.393 | 0.694 | ||||
| Stage II (vs. stage I) | 0.904 | 2.47 (1.72-3.55) | 4.87 | 1.13E-06 | 1.06 | 2.88 (1.11-7.48) | 2.17 | 0.03 |
| Stage III (vs. stage I) | 1.27 | 3.57 (2.44-5.22) | 6.55 | 5.72E-11 | 0.5 | 1.65 (0.442-6.14) | 0.745 | 0.456 |
| Stage IV (vs. stage I) | 1.34 | 3.81 (2.2-6.62) | 4.76 | 1.95E-06 | -0.167 | 0.846 (0.24-2.99) | -0.259 | 0.796 |
| Race (white vs. nonwhite) | 0.359 | 1.43 (0.875-2.34) | 1.43 | 0.154 | ||||
| Ethnicity (Hispanic and Latino vs. non-Hispanic and Latino) | 0.384 | 1.47 (0.464-4.64) | 0.654 | 0.513 | ||||
| Tobacco smoking history (ever vs. never) | -0.12 | 0.887 (0.587-1.34) | -0.571 | 0.568 | ||||
| Number pack years smoked | 0.00327 | 1 (0.996-1.01) | 0.936 | 0.349 | ||||
| Radiation therapy (yes vs. no) | 0.762 | 2.14 (1.44-3.19) | 3.75 | 0.000175 | 0.289 | 1.34 (0.368-4.84) | 0.439 | 0.66 |
| Additional radiation therapy (yes vs. no) | -0.0197 | 0.981 (0.622-1.55) | -0.0847 | 0.932 | ||||
| Additional pharmaceutical therapy (yes vs. no) | -0.5 | 0.607 (0.383-0.962) | -2.13 | 0.0334 | -0.814 | 0.443 (0.21-0.933) | -2.14 | 0.0322 |
| KRAS mutation (yes vs. no) | 0.492 | 1.63 (0.672-3.98) | 1.08 | 0.278 | ||||
| EGFR mutation (yes vs. no) | 0.268 | 1.31 (0.828-2.06) | 1.15 | 0.25 | ||||
| EML4-ALK translocation (yes vs. no) | 0.592 | 1.81 (1.01-3.24) | 1.98 | 0.0473 | 0.771 | 2.16 (0.833-5.61) | 1.58 | 0.113 |
| Location in lung parenchyma (central lung vs. peripheral lung) | 0.0908 | 1.09 (0.684-1.75) | 0.378 | 0.706 | ||||
| Tumor intermediate dimension | 0.411 | 1.51 (0.895-2.54) | 1.54 | 0.122 | ||||
| GNPNAT1 | 0.519 | 1.68 (1.38-2.05) | 5.09 | 3.60E-07 | 1.03 | 2.81 (1.48-5.36) | 3.15 | 0.00166 |
∗Concordance = 0.746 (se = 0.042), likelihood ratio test = 24.58 on 7 df, p = 9e − 04, Wald test = 22.07 on 7 df, p = 0.002, score (logrank) test = 24.16 on 7 df, p = 0.001.