Vascular grafts for treating, reconstructing and replacing damaged or diseased cardiovascular vessels that are formed from decellularized extracellular matrix (ECM). The vascular grafts include structural reinforcement means, such as a strand of wound biodegradable polymeric material disposed proximate the outer surface of the graft.