Case-control studies assessing the relationship between PNPLA3 rs738409 G/C gene polymorphism with non-alcoholic fatty liver disease in children were selected according to inclusion and exclusion criteria. The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.