Utilizing multifactorial logistic regression analysis, we identified six independent risk factors: tumor histological differentiation (grading), primary tumor location, gross tumor type, N staging in CT, carcinoembryonic antigen (CEA), and the platelet-to-lymphocyte ratio (PLR). The gene discussed is CEACAM5; the disease is neoplasm.