Additionally, twenty inflammatory cytokines, such as TNF-α, IL-8 and IL-1β, and eighteen salivary harmful metabolites, including cadaverine and putrescine, were reduced in PBC saliva but not in HC saliva during this process. Here, TNF is linked to primary biliary cholangitis.