TNF and COVID-19: Recent studies have found that the production of IL-1β, IL-18, TNF-α, and IL-6 was high in severe COVID-19 patients especially those with severe respiratory failure and are linked to the cytokine storm [130, 136]; these cytokines are downstream of the TLR4 canonical MyD88-dependent pathway.