Metabolic syndrome, T2DM, non-alcoholic fatty liver disease (NAFLD), and cardiovascular disease have all been associated with the ZPR1 variation rs964184 among different populations (31, 35, 51). This evidence concerns the gene ZPR1 and metabolic dysfunction-associated steatotic liver disease.