TNF and COVID-19: found that in severe COVID-19, inflammatory markers (lactate dehydrogenase, C-reactive protein, ferritin, procalcitonin, tumor necrosis factor α (TNF-α), IL-2R, IL-6, and IL-10) were significantly elevated and T-cell subsets (CD4+ T cells and CD8+ T cells) were reduced (71).