My advice would be to get as much of the old paint off as you can. New paint has a tendency to lift old paint.
Acetone, denatured alcohol or MEK are all good solvents to use before painting. Most automotive stores have a painting prep spray in the paint section. It's also fine to use.
Post pictures\type of paint you wind up using!
Matt