The present invention concerns compositions and methods for the treatment of cancer. More specifically, the present invention relates to identification of aminopeptidase A (APA) as a functional target in neo-vasculature, e.g., tumor vasculature; the present invention also relates to targeting peptides and antibodies specific for APA which may be used for cancer therapies.