Previous clinical studies reported that the circulating levels of pro-inflammatory cytokines, including tumor necrosis factor-α (TNF-α), IL-6, and IL-8, are generally elevated in patients with pneumonia [43,44,45,46]. Here, TNF is linked to pneumonia.