TNF and COVID-19: (2021) found an overproduction of 11 chemokines, mainly with CXCL1 and CXCL8 being 200-fold more abundant than IL-6 and TNF-α in the Bronchoalveolar lavage fluid of patients with severe COVID-19 (16).