COVID-19 as a viral infection, is characterized by unique hyperinflammatory signatures across all types of immune cells, among which is the upregulation of IL-1β-, IL-6, and TNF-α-driven inflammatory responses, especially in severe cases [41]. The gene discussed is TNF; the disease is viral infectious disease.