This is the first study reporting the interaction between the PNPLA3 variant and physical activity or sedentary behavior on NAFLD, revealing that physical activity and sedentary behavior can modulate the effect of the PNPLA3 variant on childhood NAFLD. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatotic liver disease.