Mediation MR indicated that cheese intake influenced liver cancer risk indirectly by modulating TGFB3, EPOR, ELANE, and C3 expression, accounting for 8.8%, 25%, 1.8%, and 12.7% of the total effect, respectively. The gene discussed is ELANE; the disease is liver cancer.