Finally, the gene polymorphisms including TM6SF2/PNPLA3/MBOAT7 which are highly related to the abnormal metabolic disease and fatty liver disease are not evaluated in our study (57, 58). This evidence concerns the gene PNPLA3 and Other metabolic disease.