TNF and macrophage activation syndrome: It has been shown that both in MAS and HLH, but especially in severe COVID-19, it is implicated the dysfunction of type I interferon, NK cells, with extensive CTL involvement, increased IL-6, TNF-α, and excessive inflammation caused by the NF-kB pathway.