Is suicide prohibited in Bible?

Recently we were amazed to hear in Sasebo
one Catholic believer killed two people and committed suicide. I think some Christian church have taught those who killed himself cannot get a key for afterlife though,I don't think there's direct reference in Bible that prohibit this act.
Have any suggestions ?