PNPLA3 and fatty liver disease: According to genome-wide association studies (GWAS), some genes such as PNPLA3, TM6SF2, MBOAT7, GCKR, FTO, and HSD17B13 play important roles in metabolic pathways, especially liver steatosis and disease progression [9,10].