A method is provided for treating cancer in a mammalian subject by inhibiting angiogenesis through the administration to the subject of a therapeutically effective amount of a nitrate-containing compound and a therapeutically effective amount of an inorganic selenium-containing compound. Kits and systems are also disclosed for practicing the subject methods.