At a guess it's gonna be the PSU, the majority of other components won't fail, the hard drives occasionally do, but they wont produce smoke. 9 times out of 10 your MOBO won't be damaged by the PSU going pop.
Swapping a PSU is a fairly easy thing to do, should take about 15minutes, failing this...