TNF and COVID-19: Hyperinflammation. In severe COVID-19, innate immune cells release pro-inflammatory cytokines such as IL-1, IL-6, and tumor necrosis factor alpha (TNF-α), which intensify the recruitment of additional immune cells and activate the complement system, leading to a hyperinflammatory state.