Cytokine-mediated signaling, the natural killer cell mediated toxicity and T cell activation pathways were enriched terms in common between the two disease stages, while Interleukins- and TNF-signaling pathways were enriched terms specific for COVID-19 patients with severe symptoms [123]. Here, TNF is linked to COVID-19.