TNF and susceptibility to pneumonia measurement: Hyperproduction of pro-inflammatory cytokines such as IL-1β, IL-6, IL-12, IFN-γ and TNF-α have been linked to the pathogenesis of tissue injury observed in SARS-CoV-2 induced pneumonia seen in humans[85, 86].