TNF and COVID-19: To assess the general landscape of immune perturbation in different clinical settings of COVID-19, we contemporary measured the concentration in peripheral blood of six cytokines involved in the inflammation orchestrating: IL-6, IL-1β, IL-17A, TGF-β, TNF-α and IFN-γ (Table 2).