TNF and viral infectious disease: Meulen et al. observed that fatal cases of yellow fever exhibited statistically significantly higher levels of IL-6, TNF-α, and IL-1 receptor antagonist (IL-1RA) compared to non-fatal hemorrhagic and severe cases [22].