TNF and empyema: Moreover, levels of PAI-1, TGF-β, TNF-α, IL-6, IL-8 observed in pleural fluids of human patients with empyema and with parapneumonic effusions were also higher than those in the transudative pleural fluids and were comparable to the levels observed in the rabbit empyema model (Table A1).