The use of ginkgo biloba extract in preparation of a composition for lowering cholesterol is provided. Furthermore, the use of ginkgo biloba extract in preparation of a composition for modulating the gene expressions of key enzymes associated with cholesterol metabolism in vivo is provided. Also the use of a set of changes in gene expressions at the level of genes and proteins.