Twenty percent of Japanese NAFLD patients have NAFLD without obesity (i.e., lean NAFLD) [28], and the involvement of the patatin-like phospholipase domain-containing 3 protein (PNPLA3) gene has been reported [36]. This evidence concerns the gene PNPLA3 and obesity due to melanocortin 4 receptor deficiency.