We found several patient-related independent predictive factors, such as BMI, ECOG score and CEA; tumour-related predictive factors, such as cT category, extension in the rectum and histological type; and one treatment-related factor reflecting the year of treatment. The gene discussed is CEACAM5; the disease is neoplasm.