Anosmia has been linked with higher rates of depression, but I think this is more the case for acquired anosmics than for congenital anosmics (who have never known any different).
Even for congenital anosmics, it's sometimes hard, because they can't really understand what it's like to have a sense of smell, they're missing an entire dimension of the world.