USP1-mediated lipophagy-lipogenesis axis drives cholangiocarcinoma progression and immune evasion. (PubMed, J Immunother Cancer)
In summary, based on multi-omics analysis, this study establishes a systemic mechanism that links tumor lipid metabolism, immune suppression, and therapeutic response in CCA. Targeting the USP1-mediated metabolic-immune axis not only significantly suppresses tumor progression but also enhances the efficacy of immunotherapy. These findings construct a conceptual framework that integrates metabolic reprogramming, immune evasion, and treatment sensitivity, thereby establishing USP1 as a precision therapeutic target with broad biological and clinical importance for patients with CCA.