This study aims to evaluate whether adding celecoxib to standard therapy can improve clinical outcomes in patients with advanced intrahepatic cholangiocarcinoma. The current standard treatment typically consists of immunotherapy combined with chemotherapy; however, there are significant inter-patient differences in treatment response. Therefore, this study further introduces the biomarker CK5/6 to identify patient subgroups who are more likely to benefit, thereby exploring a more precise therapeutic strategy. All eligible participants will be randomly assigned after enrollment to either the c
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