Quickbooks Enterprise Desktop Inventory

How do I enter inventory into a purchase order for the same item that is purchased at a different price from the same vendor? When I change the price manually on the purchase order, it asks if I want to permanently change the price and cost? If I answer yes, then when I go to do an invoice the new cost goes into the invoice even though I have inventory at the old price.  Has anyone run into this problem?