They are individual parts. So they can be used together. I would also consider the Vex wheels, as they're significantly cheaper and hold up well. We used them last year, and they worked pretty well (for mecanum wheels in a game that was not designed for them at all).
http://www.vexrobotics.com/mecanum-wheels.html