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Biliary tract cancer (BTC), including cholangiocarcinoma and gallbladder cancer (GBC), is a group of malignancies with highly heterogeneous, highly aggressiveness, and poor prognosis. Surgery is recognized as the only curative treatment for BTC, however, only about 20% BTC patients are eligible for curative resection since most patients with BTC are diagnosed at an advanced stage. The median overall survival (OS) in patients with unresectable BTC is typically less than 6 months. For patients with unresectable BTC, gemcitabine plus cisplatin (GemCis) had been recommended as the standard first-line treatment for many years. However, the objective response rate (ORR) of this regimen is only 26.1%, and the survival benefit remains limited, with a median OS of less than one year. In recent years, two phase III trials (TOPAZ-1 and KEYNOTE-966) have demonstrated that combining immune checkpoin
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