A person who fails at almost anything, including drums, school, life, etc.
One of the worst bands ever to exist, with the real Lost Cause actually being the drummer, and sucking serious ass. All members refuse to be associated with the band's former suckish-ness.
Steven: That John is a LOST CAUSE.
James: John, that was the worst drumming I have EVER heard.