I say this agreeing that anyone with depression can benefit by exercising, but you know, pro athletes suffer
depression and they certainly get their exercise. Nobody knows what
causes depression, and no medication yet invented cures it, they just tamp down the symptoms. If you were taking medication and it wasn't working, psychiatrists will often add medications to it.