Forward model selection identified seven independent predictors for RFS, including pretreatment CEA, tumour distance from anal verge, cancer stage, lymphovascular invasion, perineural invasion, preoperative chemotherapy and/or radiotherapy, and postoperative radiotherapy (Table 2). The gene discussed is CEACAM5; the disease is neoplasm.