Table 2.
Multivariate logistic regression analyses of oral squamous cell carcinoma patients.
| Gene | Estimate | Standard error | Odds ratio | 95% CI Lower | 95% CI upper | P-value |
|---|---|---|---|---|---|---|
| Genes associated with radiotherapy (RT) response | ||||||
| CLTCL1 | 2.860 | 1.000 | 17.461 | 2.830 | 161.915 | 0.004a |
| ENPP7 | 2.412 | 1.068 | 11.152 | 1.504 | 115.082 | 0.024a |
| TJP3 | 2.529 | 1.127 | 12.535 | 1.577 | 150.578 | 0.025a |
| ARHGEF19 | 1.657 | 1.000 | 5.242 | 0.717 | 41.088 | 0.098 |
| H3C12 | 1.404 | 0.659 | 4.069 | 1.168 | 16.174 | 0.033a |
| MROH9 | 1.204 | 0.643 | 3.332 | 0.977 | 12.626 | 0.061 |
| CES5A | −1.523 | 1.051 | 0.218 | 0.019 | 1.361 | 0.147 |
| Genes associated with concurrent chemoradiotherapy (CCRT) response | ||||||
| EVPL | −4.824 | 1.766 | 0.008 | 0.0001 | 0.143 | 0.006a |
| SLC35G5 | 2.257 | 0.870 | 9.555 | 1.947 | 64.274 | 0.010a |
| ANO8 | −2.966 | 1.180 | 0.0515 | 0.004 | 0.390 | 0.012a |
| TJP3 | 3.810 | 1.563 | 45.161 | 3.157 | 2099.978 | 0.015a |
| GARS1 | 3.339 | 1.883 | 28.201 | 1.285 | 2797.726 | 0.076 |
| MAP3K2 | 2.924 | 1.846 | 18.620 | 0.650 | 1422.276 | 0.113 |
| RAB2A | 18.295 | 2475.443 | 88200000.0 | < 0.0001 | 0.994 | |
| EMID1 | −4.732 | 2.178 | 0.009 | < 0.0001 | 0.246 | 0.030a |
| CAPN8 | 1.466 | 0.896 | 4.332 | 0.805 | 30.214 | 0.102 |
Multivariate logistic regression models were developed to predict 24-month overall survival in patients treated with radiotherapy (RT) or concurrent chemoradiotherapy (CCRT), based on genes significantly associated with prognosis in each treatment group. Gene selection was performed using Stepwise inclusion and exclusion guided by the Akaike information criterion (AIC). The final models demonstrated strong predictive performance, with an area under the curve (AUC) of 0.89 for the RT group and 0.94 for the CCRT group.
CI Confidence interval.
a p < 0.05, multivariate logistic regression analyses.