TNF and COVID-19: Ziff OJ et al found that there was a significant increased CSF proinflammatory cytokines, such as TNFɑ, IL-6, IL-1β, IL-8, among COVID-19 neurological patients and these proinflammatory cytokines were negatively correlated with sAPPɑ and sAPPβ (31).