TNF and COVID-19: Amongst those with acute COVID-19, eleven markers significantly differed across disease severity categories: IL-1β, IL-2, IL-6, IL-10, IL-18, IL-23, IL-33, TNF-α, IP-10, G-CSF and YKL-40 (Table S2, Figure 1).