TNF and COVID-19: In addition, increased levels of plasma pro-inflammatory cytokines such as Interleukin (IL)-1β, IL-6, IL-8, and tumor necrosis factor-α (TNF-a) are observed in severe COVID-19 patients, indicative of a cytokine storm and subsequent ARDS development (32, 73).