Women with depression and anxiety

For almost a year now I've suffered multiple symptoms and I found out that I was deficient in a couple of vitamins ...now I'm starting to get the suspicion that maybe I have anxiety or maybe some sort of depression I'm not too sure but I just wanted to know those who do have depression and anxiety do you feel physically ill? or just emotionally ill? what's the difference between feeling anxiety or depression oppose to having a medical issue?