In addition, as shown in Table 2, the correlation analysis of multiple factors showed that the demographic data (age, sex) and serum tumor markers (CEA, NSE) of the enrolled patients were associated with the disease stage. The gene discussed is CEACAM5; the disease is neoplasm.