The present invention relates to crystalline vascular adhesion protein-1 (VAP-1) and in particular to methods for the use of structural information of crystalline human VAP-1 for ligand and/or inhibitor identification, design and production, as well as screening assays for detection of same. The invention further relates to inhibitors identified by the assays according to the present invention.