with a standard "platter" Hard Disk Drive it's not going to make much of a difference.
With a SSD, or Solid State Drive, it will make a difference. A 1st or 2nd generation drive will come close to maxing out a 3GB/s port and you'll definitely want a mobo with 6GB/s ports for the new 3rd generation SSD's.