CVDO is an ontology of cardiovascular diseases structured on OBO foundry’s principle and based on BFO. CVDO reorganizes and completes DOID cardiovascular diseases following OGMS tripartite model of disease, and builds its taxonomy of diseases largely by automatic reasoning.