MVK and coronary artery disorder: This study highlights GPD1, MVK, and PIK3R2 as key genes involved in NAFLD, CAD, and lipid metabolism, suggesting potential targets for further mechanistic studies and novel therapeutic approaches for patients with NAFLD and CAD.