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肝细胞癌和胆管癌联合的综合分子谱分析揭示了具有预后意义的不同Notch信号亚组。

Comprehensive molecular profiling of combined hepatocellular carcinoma and cholangiocarcinoma reveals distinct Notch signaling subgroups with prognostic significance.

作者信息

Yang Chan Mo, Lim Jaehong, Noh Myung-Giun, Lee Taebum, Choi Sangjoon, Ko Ara, Kim Young-Bae, Lee Dakeun, Kim Seokhwi

机构信息

Department of of Biomedical Science, Graduate School of Ajou University, Suwon, Republic of Korea.

Ajou University School of Medicine, Suwon, Republic of Korea.

出版信息

Virchows Arch. 2025 Jul 10. doi: 10.1007/s00428-025-04172-9.

DOI:10.1007/s00428-025-04172-9
PMID:40637792
Abstract

Combined hepatocellular carcinoma and cholangiocarcinoma (cHCC-CCA) is a rare primary liver carcinoma characterized by dual hepatocytic and cholangiocytic differentiation. Accurate diagnosis remains challenging, and the underlying molecular mechanisms that could inform treatment and prognostic predictions are not fully understood. The Notch signaling pathway has been implicated in the carcinogenesis and tumor biology of cHCC-CCA, yet its role has not been comprehensively investigated. In this study, we analyzed 35 cHCC-CCA, 38 hepatocellular carcinoma (HCC), and 32 intrahepatic cholangiocarcinoma (CCA) samples using immunohistochemistry and RNA sequencing. Compared to HCC and CCA, cHCC-CCA exhibited elevated expression of NOTCH1 and its downstream targets (HES5, ASCL1, and HES1). Based on NOTCH1 and HES5 expression levels, cHCC-CCA tumors were stratified into three subgroups: Group 1 (Notch inactivated; low NOTCH1, variable HES5), Group 2 (Notch-responsive; high NOTCH1 and HES5), and Group 3 (Notch-unresponsive; high NOTCH1, low HES5). Notch-responsive tumors (Group 2) displayed the most aggressive biological characteristics, including higher rates of vascular invasion and significantly poorer progression-free survival. Transcriptomic analyses revealed that the molecular profiles of Group 2 cHCC-CCA resembled those of CCA, further confirming Notch signaling activation and identifying enriched pathways associated with increased tumor invasiveness and poor prognosis. These findings highlight the significant heterogeneity within cHCC-CCA and emphasize the potential of NOTCH1 and HES5 as biomarkers for subgroup classification. Moreover, these subgroups offer actionable insights into targeted therapies, including Notch pathway inhibitors, particularly for Notch-responsive tumors.

摘要

肝细胞癌合并胆管癌(cHCC-CCA)是一种罕见的原发性肝癌,其特征为同时具有肝细胞和胆管细胞的双重分化。准确诊断仍然具有挑战性,且尚未完全了解可指导治疗和预后预测的潜在分子机制。Notch信号通路已被认为与cHCC-CCA的致癌作用和肿瘤生物学有关,但其作用尚未得到全面研究。在本研究中,我们使用免疫组织化学和RNA测序分析了35例cHCC-CCA、38例肝细胞癌(HCC)和32例肝内胆管癌(CCA)样本。与HCC和CCA相比,cHCC-CCA表现出NOTCH1及其下游靶点(HES5、ASCL1和HES1)的表达升高。基于NOTCH1和HES5的表达水平,cHCC-CCA肿瘤被分为三个亚组:第1组(Notch失活;低NOTCH1,可变HES5)、第2组(Notch反应性;高NOTCH1和HES5)和第3组(Notch无反应性;高NOTCH1,低HES5)。Notch反应性肿瘤(第2组)表现出最具侵袭性的生物学特征,包括更高的血管侵犯率和显著更差的无进展生存期。转录组分析显示,第2组cHCC-CCA的分子图谱与CCA相似,进一步证实了Notch信号激活,并确定了与肿瘤侵袭性增加和预后不良相关的富集通路。这些发现突出了cHCC-CCA内的显著异质性,并强调了NOTCH1和HES5作为亚组分类生物标志物的潜力。此外,这些亚组为靶向治疗提供了可行的见解,包括Notch通路抑制剂,特别是对于Notch反应性肿瘤。

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本文引用的文献

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Deep learning model improves tumor-infiltrating lymphocyte evaluation and therapeutic response prediction in breast cancer.
深度学习模型改善乳腺癌中肿瘤浸润淋巴细胞评估及治疗反应预测
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Integration analysis of miRNA-mRNA expression exploring their potential roles in intrahepatic cholangiocarcinoma.miRNA-mRNA 表达整合分析探索其在肝内胆管癌中的潜在作用。
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The Notch signaling pathway: a potential target for cancer immunotherapy.Notch 信号通路:癌症免疫治疗的潜在靶点。
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Int J Biol Macromol. 2022 Dec 1;222(Pt A):1151-1167. doi: 10.1016/j.ijbiomac.2022.09.203. Epub 2022 Oct 1.
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Artificial Intelligence-Powered Spatial Analysis of Tumor-Infiltrating Lymphocytes as Complementary Biomarker for Immune Checkpoint Inhibition in Non-Small-Cell Lung Cancer.人工智能驱动的肿瘤浸润淋巴细胞空间分析作为非小细胞肺癌免疫检查点抑制的补充生物标志物
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Current State of Multidisciplinary Treatment in Cholangiocarcinoma.胆管癌的多学科综合治疗现状。
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10
Clinical features and outcomes of combined hepatocellular carcinoma and cholangiocarcinoma versus hepatocellular carcinoma versus cholangiocarcinoma after surgical resection: a propensity score matching analysis.联合肝细胞癌和胆管细胞癌与肝细胞癌和胆管细胞癌患者术后临床特征和结局的比较:倾向评分匹配分析。
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