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. This evidence concerns the gene CD4 and primary biliary cholangitis.