Per the linked article, the particular test subjects had longterm depression and had undergone numerous, unsuccessful, treatments in the past. And, while that quote seems a bit too absolute in stating that "depression is something chemical". They probably should have said something like: depression can be caused by something chemical. And you are correct that for many, maybe even most, people it's probably not chemical in origin, that doesn't mean that it's never chemical.