Univariate analysis revealed that the depth of tumor invasion, tumor size on MRI, tumor size by colonoscopy, initial CEA level, preoperative CA125 level, preoperative CEA, preoperative CA199, and neoadjuvant radiotherapy were significantly associated with tumor response. This evidence concerns the gene CEACAM5 and neoplasm.