Then, based on the TNM stage (American Joint Committee on Cancer (AJCC), 2017 8th) level, the CCA tissues were divided into T1+T2 group and T3+T4 group, our results revealed that the APOB expression level in T3+T4 group was lower than that in T1+T2 group. This evidence concerns the gene APOB and cholangiocarcinoma.