TNF and COVID-19: Specifically, we demonstrate that pre-infection ability of T cells to express the pro-inflammatory cytokine TNF correlated with more severe virologic outcomes (Fig 3E–3G), as has been demonstrated as well for SARS-CoV and COVID-19 [6,8,9,29].