Moreover, peripheral blood samples demonstrated significantly higher mRNA expression of both SHANK2 and TGM2 in PBC patients relative to healthy controls, reinforcing the systemic nature of their dysregulation. Here, SHANK2 is linked to primary biliary cholangitis.