I'm so sorry you're here, and for your pain. "Running" and "Yoyo" have given you some phenomenal advice here, so I won't add any -- just wanted to welcome you and let you know that you are FAR from alone in all of this.
I found out last summer that my wife of 22 years was having an affair with someone half her age. We have since reconciled. There IS hope.