TNF and COVID-19: For example, higher levels of Klebsiella, Streptococcus, and Ruminococcus gnavus in COVID-19 patients have been correlated with increases in the levels of pro-inflammatory cytokines (IFN-γ and TNF-α), leading to a cytokine storm and activation of T helper cells (Th1) [145].