It is something my wife learned in medical school. And then told me when her cousin committed suicide, just a few weeks after he was put on anti-depressants.

However searching quickly, http://www.washingtonpost.com/wp-dyn/content/article/2006/12... verifies the link between anti-depressants and suicide. And further verifies that the link is short-term, but long-term they help.