Should women start popping aspirin to prevent breast cancer? No, says Dr. Alfred Neugut, senior investigator on the study. More-rigorous trials are needed first–and regular aspirin use can cause gastric bleeding. If you’re already taking the little wonder drug for heart problems, though, it’s nice to know there may be an added benefit.