The multivariate analysis for the 5-year OS identified the tumor size (B = 1.549, p < 0.001) and EGFR status (B = 0.783, p = 0.020) as independent predictors of mortality risk, with larger tumors and the EGFR-positive score increasing the hazard of death. The gene discussed is EGFR; the disease is neoplasm.