A composition according to the present invention is a composition containing extract of Panax ginseng C.A. Meyer fruit as an active ingredient for preventing or treating artherosclerosis. The extract is confirmed to effectively suppress lesions or generation of a vascular inflammation factor caused by artherosclerosis. Thus, the composition is suitable for use as an active ingredient of the composition for preventing or treating artherosclerosis.