Based on the above results, a distance from the inferior margin of the tumor to the anal verge ≥ 5 cm, pretreatment CEA ≥ 5 ng/mL and an interval from the end of radiation to surgery < 84 days were recorded as three risk factors for poor tumor response. The gene discussed is CEACAM5; the disease is neoplasm.