>Our findings thus consistently relate to loss of grey matter in limbic cortical areas directly linked to the primary olfactory and gustatory system.

Looks like the loss of smell is due to an impact of the virus on brain tissue. It would be interesting to check if it ever comes back to normal months/years later.