Doctors can predict risk for heart attack, cancer and diabetes. Now, they're trying to predict the risk for another major health problem: divorce.

The breakdown of a marriage exacts an enormous toll on both mental and physical health. People in troubled relationships are more likely to suffer from anxiety, depression and high blood pressure. Even so, the medical community historically has had little advice for preventing divorce, which ends 50% of U.S. marriages.

But...