You just have to learn to accept that. I didn't learn that my Father wasn't my real Father until I was about 30 but always suspected it as I didn't look a lot like my brother or sister. Not much you can really say about it as I'm sure there is a reason that you weren't told right away.
Just accept who you are and your present parents for raising you the best they know how. Forgive !