One study found elevated levels of the proinflammatory cytokine TNF-α in the olfactory epithelium of patients with COVID-19, suggesting that the direct inflammation of the olfactory epithelium could play a role in acute olfactory loss [171]. This evidence concerns the gene TNF and COVID-19.