The resulting data showed that compared to the normal bile duct cell line HiBEC, the expression of BUB1B was elevated in CCA cell lines, especially RBE and HCCC9810 (Supplementary Fig. 2A–C). The gene discussed is BUB1B; the disease is cholangiocarcinoma.