Moreover, MAMPs and bile acids from the intestine in PBC can promote Kupffer cells to exhibit the M1 phenotype, secrete IL-6, TNF, and IL-1β, and aggravate liver injury and liver fibrosis. This evidence concerns the gene IL6 and primary biliary cholangitis.