SHH and primary biliary cholangitis: Interestingly, in primary biliary cirrhosis patients, GWAS have identified both the Hedgehog pathway genes and MHCII genes [54], supporting the idea that the influence of Shh on MHCII expression in the thymus might be important for central tolerance of the CD4 population.