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. Here, APOB is linked to metabolic dysfunction-associated steatotic liver disease.