East Coast and Gulf Coast Ocean Protection Act of 2010 - Amends the Outer Continental Shelf Lands Act to prohibit the Secretary of the Interior from issuing a lease for the exploration, development, or production of oil or natural gas in any area on the outer Continental Shelf of the Atlantic Ocean or the Gulf of Mexico.