Does she know you are depressed? If not, maybe you should tell her exactly what you said here. She is the one you love, you should allow her into your deepest emotions. That is true intimacy.

She knows you love her. Allow her the chance to help you. Also, if you aren't seeing someone currently you should start. Good luck my friend! You can make it. Never forget your wife loves you and is there for you!