This invention relates to oligonucleotides complementary to the neuropilin genes which modulate tumor cell growth and angiogenesis in mammals. This invention is also related to methods of using such compounds in inhibiting the growth of tumor cells and angiogenesis in mammals. This invention also relates to pharmaceutical compositions comprising a pharmaceutically acceptable excipient and an effective amount of a compound of this invention.