A whole-exome and transcriptome sequencing study of biliary tract cancer showed that a subgroup with an enrichment of hypermutations such as PIK3CA, which encodes PI3K, correlated with expression of immune checkpoint molecules, including PD-L1 [46]. Here, CD274 is linked to biliary tract neoplasm.