Consistent with other autoimmune disorders, PBC pathogenesis involves elevated inflammatory factors (IL-6, IL-8, IL-10, TGF-β) and immune cell infiltration, particularly CD4 + and CD8 + T lymphocytes (Lieshout et al. 2023). This evidence concerns the gene CD4 and primary biliary cholangitis.