TNF and COVID-19: In our study, we also found that, compared to mild cases, the serum levels of IL-10, TNF-α and IL-6 were significantly higher in the severe cases, indicating that severe cases are prone to form an inflammatory storm, leading to rapid deterioration of COVID-19 eventually.