In conclusion, results from this meta-analysis showed that the G allele at PNPLA3 gene was a risk factor for NAFLD and its subtype NASH, especially in Asian, Caucasian and Hispanic populations. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatohepatitis.