Some screening tests, such as those for colon cancer, breast cancer and cervical cancer, can help identify cancer early and lead to lifesaving treatments. But in our zeal to prevent cancer, and in some cases stimulated by advertising and financial incentives, doctors and patients pursue other tests that are more likely to mislead and harm than clarify and cure.