TNF and Sepsis: For instance, in a mouse model of Streptococcus pneumoniae sepsis, it was observed that administering oral antibiotics prior to the onset of sepsis was associated with decreased levels of TNF-α (a pro-inflammatory cytokine) in the lungs (44).