Methods for inhibiting tissue ossification or calcification in a subject, comprising administering a therapeutically effective amount of BMP I inhibitor-loaded microparticles to a subject in need thereof, wherein the administration provides local and sustained release of the BMP I inhibitor thereby inhibiting tissue ossification or calcification.