To the best of our knowledge, this is the 1st study to assess the potential effect of rs2896019 and rs3810622 in PNPLA3 gene on NAFLD in the Han Chinese population. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatotic liver disease.