Our proteomic data uncovered dysregulation of multiple apolipoproteins, including APOB, APOC2, APOC3, APOF, and APOH, in lean individuals with NAFLD compared to healthy lean individuals. The gene discussed is APOF; the disease is metabolic dysfunction-associated steatotic liver disease.