TNF and COVID-19: The precise mechanisms responsible for the pathological changes observed in severe COVID-19 cases are not well understood, but several studies have reported that most patients with severe pathology have markedly elevated circulating levels of multiple pro-inflammatory cytokines, including IL-1, IL-6, IL-8, IL-21, TNF-α, and MCP-1 2, 23.