TNF and primary biliary cholangitis: Gerussi et al. summarized the PBC susceptibility genes as of 2021 and classified the contribution of candidate causal genes, as well as mapped genes, into interleukin (IL)-12-mediated signaling, the cellular response to tumor necrosis factor (TNF), and the activation, maturation, and differentiation of B cells [53].