Although making healthy selections at the grocery store and at mealtime can't guarantee cancer prevention, it might help reduce your risk. Consider these guidelines: 1  Eat plenty of fruits and vegetables. 2  Base your diet on fruits, vegetables and other foods from plant sources — such as whole grains and beans. 3  Limit fat.