I do believe that there are those who have a physiological basis for their depression. You were probably one of those. However, I am also quite convinced that there are MANY who have no physiological basis for their depression; they simply allow themselves to wallow in it.
I've been through plenty in my life to have the above 'tested', so I am speaking from experience that DOES count.