Antibodies that specifically bind to an epitope on the extracellular domain of TEM7R are provided. Nucleic acids encoding such antibodies and cells capable of expressing such antibodies are also provided. The antibodies may be used in methods for treating tumors and for inhibiting angiogenesis in tumors.