It has been know to happen on cars that have been raced heavily. Depending on how bad the damage is, it can be an easy weld or a serious reconstruction.
Have you had it looked at? Lots of things can make it go clunk - exhaust system mounts, bad shocks or shock mounts, deteriorated bushings, hehe something rolling around in the trunk.