Age > 65 years, CEA > 5 ng/mL, T3, T4, N2, tumor differentiation III/IV, and perineural invasion were independent risk factors for OS (all P < 0.05), while female and LND ≥ 12 were independent protective factors for OS (both P < 0.05). The gene discussed is CEACAM5; the disease is neoplasm.