This Mepis thread is a couple of years old, but I think it has some good suggestions in it.
Also, during the boot up, press Esc or F2 (whatever it is that gets you in verbose mode--where all sorts of text fly up the screen instead of just a pyramid with a horizontal bar). Make a note of anything that "fails" during the boot up process. Compare this with when you boot from the live CD.