TNF and lymphopenia: Furthermore, the extent of inflammatory cytokine in serum, such as IL-6 and TNF-α, as well as lymphopenia, especially with respect to CD8+ T cells, positively correlates and serves as a better predictor for severity and mortality in COVID-19 [81].