Additional studies in a larger sample size with precise measurement of behaviors are needed to validate the relation among PNPLA3, physical activity, sedentary behaviors and NAFLD. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatotic liver disease.