The results showed that CEA and CNDNP have the highest combined diagnostic efficacy (AUC = 0.83, 95% CI 0.79-0.86) and could thus potentially serve as a valuable diagnostic indicator for CRC. The gene discussed is CEACAM5; the disease is colorectal carcinoma.