Psychopaths' brains are anatomically different from normal.

Specifically, they seem less able to experience guilt or fear. Of course, the big question is whether the anatomic difference is a cause or an effect of the psychopathology. The MRI studies can only establish a correlation. (Via Transterrestrial Musings.)