Evidence map›Paper›PMID 40637792›Full record

ArticleVirchows Archiv : an international journal of pathology2026

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

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

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Article in Virchows Archiv : an international journal of pathology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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0cells of the map it votes in
5citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Hepatoid adenocarcinoma of the lung: clinicopathologic and molecular analysis of 17 cases.Virchows Archiv : an international journal of pathology · 2026
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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Chan Mo Yang *Department of of Biomedical Science, Graduate School of Ajou University, Suwon, Republic of Korea.
Jaehong Lim *Ajou University School of Medicine, Suwon, Republic of Korea.
Myung-Giun NohDepartment of Pathology, Ajou University School of Medicine, 164 Worldcup-Ro, Yeongtong-Gu, Suwon, 16499, Republic of Korea.
Taebum Lee, Lunit, Seoul, Republic of Korea.
Sangjoon ChoiPathology Center, Shinwon Medical Foundation, Gwangmyeong, Republic of Korea.
Ara KoAjou University School of Medicine, Suwon, Republic of Korea.
Young-Bae KimDepartment of Pathology, Ajou University School of Medicine, 164 Worldcup-Ro, Yeongtong-Gu, Suwon, 16499, Republic of Korea.
Dakeun LeeDepartment of of Biomedical Science, Graduate School of Ajou University, Suwon, Republic of Korea.
Seokhwi KimDepartment of of Biomedical Science, Graduate School of Ajou University, Suwon, Republic of Korea. seokhwi.kim@gmail.com.ORCID http://orcid.org/0000-0001-7646-5064

Funding

Korea Health Industry Development Institute RS-2025-02215764National Research Foundation of Korea 2022R1C1C1007289
6 · The paper itself

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.

Indexed as

Bile Duct NeoplasmsBiomarkers, TumorCarcinoma, HepatocellularCholangiocarcinomaLiver NeoplasmsReceptor, Notch1AgedBasic Helix-Loop-Helix ProteinsFemaleGene Expression ProfilingHumansMaleMiddle AgedPrognosisReceptors, NotchRepressor ProteinsBasic Helix-Loop-Helix ProteinsBiomarkers, TumorNOTCH1 protein, humanReceptor, Notch1Receptors, NotchRepressor ProteinsTranscription Factor HES-1Combined hepatocellular carcinoma and cholangiocarcinomaHES5NOTCH1Notch signaling pathwayPrognostic predictionTranscriptome

Identifiers

PMID40637792
PMCPMC13477445

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