Based on these insights, advanced age, anastomotic leakage, N stage, lower rectal cancer presence, serum CEA > 5 ng/mL, tumors involving circumferential margins, and eGFR ≤ 30 mL/min/1.73m2 were highlighted for risk stratification. Here, CEACAM5 is linked to rectal cancer.