The invention relates to the use of a poly(ADP ribose) polymerase (PARP) inhibitor and/or a tetracycline, for treating, preventing or ameliorating medial vascular calcification or intimal atherosclerotic calcification, and to pharmaceutical compositions comprising PARP inhibitors or tetracycline.