TNF and Hepatitis: Liver immune cells and the proinflammatory cytokines they produce, including Interleukin 6 (IL-6), Tumor Necrosis Factor Alpha (TNFα) and Interleukin 1 beta (IL-1β), have all been implicated in driving behavioral changes in the setting of liver inflammation.