No no no no. The diagnosis of depression absolutely does not revolve around "changes in body chemistry and the functioning of the brain", except insofar as "functioning of the brain" equals the symptoms reported by the patient! There are no known physical or chemical tests for depression. Even if we have some vague theories about "chemical imbalance in the brain", for the most part the neurological or biochemical mechanisms of depression are a mystery.