It is unlikely that your new mobo doesn't supprt PATA (Ultra ATA) devices. One thing to consider, however, is that as a general rule, once you change motherboards, a new install of Windows is warranted.
The best thing to do is to back up the data on the HDD and format it. Then, when you go to put the HDD in the new comp, it should go pretty seamlessly.