Quality Cheese Act of 2007 - Amends the Federal Food, Drug, and Cosmetic Act to prohibit the Commissioner of the Food and Drug Administration from using federal funds to amend specified regulations to include dry ultra-filtered milk, milk protein concentrate, or casein in the definition of "milk" or "nonfat milk" as specified in the domestic natural standards for cheese and cheese products.