Following cancer prevention guidelines from the American Cancer Society may modestly reduce your overall risk of developing cancer and have a greater impact on reducing your overall risk of dying early, a study of nearly a half-million Americans has found. Having a healthy body weight and staying active appeared to have the most positive impact.