TNF and COVID-19: In two severe cases of COVID-19, lung injuries and cavities were filled with macrophages and neutrophils, where a fibrinous exudate could be detected, along with IL-6, TNF-α, and PD-L1 and a decrease in lymphocytes (Wang et al., 2020).