We good-mapped 178 genomic chance loci, and we discovered probable pathogenicity in these variants and overlapping gene expression for 17 genes from our transcriptome-wide association review, such as TRAF3. Among drug transporters, ABCC2 is concerned in the biliary excretion of MPAG and shows various genetic variants.