For example, potentially useful biomarkers for severe or refractory pneumonia include AST, ALT, LDH, CRP, ferritin, and various cytokines (IL-18, IL-6, or TNF-α) [4,30,31,32]. The gene discussed is TNF; the disease is pneumonia.