TNF and COVID-19: The pattern of upregulation of cytokines/chemokines, like IL-6, TNF-α, IL-12, IFN-β and IL-17A and chemokines GM-CSF, CCL2, CCL3 and CXCL10, was similar to those observed in COVID-19 patients 21, 22.