Fortunately cancer is not a common condition in cats. When it does occur, it strikes more often in older cats, or in cats that have not been spayed or neutered. The only exception to this rule is in cats which have been infected with the feline leukemia virus (FeLV) or feline immunodeficiency virus (FIV). These cats are at a highly increased risk for developing cancer.