In various embodiments, the present invention provides compositions comprising eicosapentaenoic acid or a derivative thereof and obeticholic acid or a derivative thereof. In other embodiments, the present invention provides methods of treating and/or preventing NASH and/or PBC comprising co-administering to a subject in need thereof eicosapentaenoic acid or a derivative thereof and obeticholic acid or a derivative thereof.