In the advanced stage group, results of Chi-square tests or Fisher’s exact test demonstrated that tumor size, location, histology, degree of differentiation, T stage, N stage, radiation performed, chemotherapy performed, and CEA pretreatment were associated with DM (Table 5), which were then included in the univariate and multivariate logistic regression analyses. The gene discussed is CEACAM5; the disease is neoplasm.