One such study discovered that a high intake of carbohydrates, isoflavones, and methionine increased the risk of hepatic fibrosis in NAFLD in a PNPLA3 genotype-dependent manner [12]. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatotic liver disease.