Geniposide, which is iridoid glycoside from the fruit of Gardenia jasminoides Ellis, is recognized as being useful against hyperlipidemia and fatty liver and the mechanism may be related to the antioxidant properties and the expression of PPAR-α [26]. The gene discussed is PPARA; the disease is Hepatic steatosis.