We then investigated the correlation between four immune regulatory checkpoints PDL1, CTLA4, HAVCR2, LAG3 and the levels of OSM expression in the CCA tissues by GEPIA. This evidence concerns the gene HAVCR2 and cholangiocarcinoma.