TNF and COVID-19: Among the pro-inflammatory cytokines observed in COVID-19 patients, interleukin-6 (IL-6), interleukin-1-beta (IL-1β), interferon-gamma (IFN-γ) and tumor necrosis factor-alpha (TNF-α) are generally associated with illness progression [9].