Univariable analysis indicated that in the training cohort, tumor size, N stage, T stage, TNM stage, PNI, TD, CEA and chemotherapy were significantly associated with the CSS rate (P < 0.05). The gene discussed is CEACAM5; the disease is neoplasm.