In summary, we show that the PNPLA3-Ile148Met and TM6SF2-Glu167Lys gene polymorphisms are independent risk factors that significantly increase the risk of MASLD in Chinese children. This evidence concerns the gene PNPLA3 and metabolic dysfunction-associated steatotic liver disease.