Playing devil's advocate, do we have any reason to believe that people who are genetically more succeptible to depression aren't also more likely to have this sort of gut via genetics? That would result in this correlation.
Perhaps improving your gut biome wouldn't actually help with depression?
Perhaps improving your gut biome wouldn't actually help with depression?