patient age, CEA levels, lymphocyte count, albumin, NLR, SII, PNI, tumor distance from the anal verge, tumor length, tumor involvement of the bowel circumference, cT stage, cN stage, TRG grade, KRAS status, and MSI status were correlated with survival. The gene discussed is ALB; the disease is neoplasm.