This study aimed to systematically explore the regulatory roles of key iron metabolism/ferroptosis-associated genes (ERN1 and SLC11A1) in NAFLD—a globally prevalent metabolic liver disorder—via an integrated multi-omics analytical strategy. The gene discussed is ERN1; the disease is metabolic dysfunction-associated steatotic liver disease.