TNFSF15 and primary biliary cholangitis: Bayesian colocalization analysis indicated that these protein loci and PBC share the same underlying causal variants.<h4>Conclusion</h4>Elevated plasma MANBA and CSF TNFSF15 levels were linked to increased PBC risk, while higher plasma FCRL3 was protective.