TNF and COVID-19: We further found that elevated and a trend of a continued increase in cytokine levels, including IL-2R, IL-6, IL-8, IL-10 and TNFα, and decreased lymphocyte subsets, especially helper T cells, suppressor T cells and NK cells, were associated with a poor prognosis of COVID-19.