TNF and COVID-19: Other inflammatory cytokines such as IL-1β, IL-4, IL-2, IL-10, and TNFα have also been found to increase [69], with IL-6 and TNFα still increased in patients with a neurological symptom profile, and IL-1β was upregulated in patients with persistent COVID-19 symptoms [69].