Surgical resection is considered to be the treatment of choice for Hepatocellular Carcinoma (HCC) combined with bile duct tumor thrombus (BDTT), but a significant proportion of patients with HCC combined with BDTT are unable to undergo surgical treatment at the time of initial diagnosis. For patients with unresectable advanced HCC combined with BDTT, conversion therapy is particularly important. Currently, there is relatively little literature related to the conversion treatment of HCC with BDTT. Several studies have confirmed that the transcatheter arterial chemoembolization (TACE), lenvatinib, combined with Tislelizumab (Triple Therapy) for the treatment of intermediate-advanced HCC can achieve better efficacy with an acceptable safety. However, there are no clinical studies or relevant literature reports on Triple Therapy for the treatment of HCC with BDTT. The present study is a multicenter, Single-arm, Real-world Study designed to evaluate the efficacy and safety of a triple therapy for the treatment of patients with HCC with BDTT.