Through bioinformatic analysis, we identified a prognosis model consisting of IRGs (CTSC, ALOX12, and RMND5B) in ESCC, providing new ideas for studies related to treatment and prognosis of ESCC. The gene discussed is ALOX12; the disease is esophageal squamous cell carcinoma.