TNF and respiratory failure: In addition, serum levels of both IL-6 and IL-10 correlated positively with pulmonary lesion volumes on chest CT scans caused by COVID-19, while others argued that the TNF-α/IL-10 ratio could readily estimate progression to acute respiratory failure during COVID-19 [27,35].