First issue is frame, fork and brake clearance. CX tires are considerably wider than road tires, so a nice and slick road bike usually won't have room for them. But if you have friends who run CX it's easy enough to find out - borrow a set of wheels, try to pop them in and see if they fit.
The issue about CX wheels is a little silly. Wheels used for CX are usually built to be more rugged than wheels solely intended for the road, but then I don't know what your road wheels are, and how heavy/strong you are. Trying to run a 18/20, or 20/24 combo as CX wheels I would consider as flirting with disaster, while a 32/32 touring set would probably stand up well even to CX (assuming a "normal" rider weight).
You'll probably find that your gearing isn't ideal. But what you have should work good enough for you to find out if you're willing to spend more money on it or not.
Interrupter brake levers can be installed at a moderate cost, if you want them.