TNF and COVID-19: For instance, in a retrospective study done in China involving 1,149 COVID-19 patients found that SUA levels over 6.7 mg/dL were associated with higher levels of the inflammatory markers such as tumor necrosis factor-α (TNF-a), Interleukin-6 (IL-6), and ferritin [39].