TNF and infection: In mouse or ferret studies experimental infections with virulent strains of influenza A viruses have been associated with higher elevations in select biomarkers such as IL-6, TNF-α, and IFN-α and have usually been associated with worsened disease outcomes in those animals [14], [15].