Further analysis of predicted upstream regulators in KO mice suggested that reduced immune cell activation (TNFα–NF-kB complex) and reduced stellate cell activation (TGFβ1–SMAD3) contribute to KO-mediated protection against alcohol-induced liver disease (Figures 4G, H). This evidence concerns the gene TNF and liver disorder.