We further identified gene PEMT and duodenal genus Lactobacillus involved in the methionine cycle as crucial contributors to hepatic steatosis, which would be beneficial to study NAFLD in farm animal or humans by providing innovative ideas and methods. Here, PEMT is linked to Hepatic steatosis.