If the PCs have the same motherboard, there is no problem whatsoever. But if they have different chipsets (e.g. one is VIA, the other is nVidia or SIS) then you might run into problems.
Before you make the switch, downlaod all the motherboard drivers from the manufacturer's website (or from the PC's motherboard CD).