Through immunoblot analysis, a positive correlation was observed between USP1 and PARP1 protein levels in CCA samples (n = 28, P < 0.0001, Pearson r = 0.3118) (Fig. 6A, B). Here, USP1 is linked to cholangiocarcinoma.