Have you considered looking for social groups in your area who identify as having depression? You may gradually form a friendship circle this way. For me it was a private hospital...I formed friendships, but was initially extremely anxious with sever isolation, depression, social anxiety..etc. I'm not sure if you have tried either of these suggestions, but small steps and safe people who 'get it' help