Colony formation assays, EDU staining assays, and CCK8 assays further indicated that glucose metabolic genes are indispensable for the proliferative regulatory function of USP21 in CCA cells (Supplementary Figure 3F-H). Here, USP21 is linked to cholangiocarcinoma.