If the PC psu can handle it, amp wise, there's no big deal but it doesn't hurt to dedicate a psu to the lights and what not.
There are many cheap psus available online in 5volt, 12volt, etc.
If you choose to use an old atx pc psu you may have around, just remember that you will need to jump the power start wire to ground. This is the green wire at pin 14