The nomogram model, based on whether a secondary surgery is performed, hospital stays, postoperative white blood cell count, and postoperative albumin level, exhibits high predictive performance for the occurrence of perioperative gram-negative bacterial infection in patients with intestinal fistula. The gene discussed is ALB; the disease is intestinal disorder.