Although no association with PNPLA3 has emerged so far, only a small fraction (<10%) of adiponectin heritability has been determined, and none of the studies considered patients with NAFLD. This evidence concerns the gene ADIPOQ and metabolic dysfunction-associated steatotic liver disease.