NAFLD in children seems to be primarily polygenic, and several genes (e.g., PNPLA3, TM6SF2, and PARVB) have been associated to the severity of steatosis and fibrosis in children with NAFLD. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatotic liver disease.