There are provided compositions and methods for prevention or treatment of atherosclerosis and related disorders. More specifically, there are provided desmocollin 1 inhibitor compounds and pharmaceutical compositions thereof for use in the prevention or treatment of atherosclerosis and related disorders and/or for promotion of HDL biogenesis in a subject.