Besides, it had been reported that some other genes like gene pyruvate kinase M2 (PKM2) or stromal cell-derived factor-1 (SDF-1)/CXCR4 et al. could attribute to the progress of CCA [23, 24]. This evidence concerns the gene CXCR4 and cholangiocarcinoma.