TNF and COVID-19: The role of IL-6, IL-1β, and TNFα in those suffering with COVID-19 is somewhat contradictory, with conflicting reports of these markers being linked to both mild disease and more severe cases typified by the occurrence of an inflammatory syndrome and a dysregulated proinflammatory response (42).