Compositions containing one or more COX inhibitors in combination with one or more antagonists of 20-HETE (20-hydroxyeicosatetraeonic acid), and optionally a pharmaceutically acceptable excipient are provided. Preferred compositions include rofecoxib in combination with HET0016. The compositions have reduced side effects due to COX inhibitors. Methods for treating or inhibiting cancer using the disclosed compositions are also provided.