Evidence map›Paper›PMID 42766730›Full record

ArticleCancer biology & therapy2026

Fibroblast-associated TPM2 links cell-matrix remodeling to EMT-Notch signaling and gemcitabine resistance in intrahepatic cholangiocarcinoma.

Yingjiao Zhu, Zhibin Qiao, Zhuhong Chen, Yahua Wu, Lirong Xiao, Fangyu Lin, Xiaoyan Lin, Xinli Wang

Abstract read
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Article in Cancer biology & therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Yingjiao ZhuDepartment of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
Zhibin QiaoDepartment of Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.
Zhuhong ChenFujian Medical University Union Clinical Medicine College, Fuzhou, Fujian, People's Republic of China.
Yahua WuDepartment of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
Lirong XiaoDepartment of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
Fangyu LinDepartment of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
Xiaoyan LinDepartment of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.
Xinli WangDepartment of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China.ORCID 0009-0007-8148-8640

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntrahepatic cholangiocarcinoma (ICC) is an aggressive liver malignancy with heterogeneous responses to gemcitabine-based chemotherapy. The cellular and microenvironmental programs associated with the gemcitabine response remain incompletely understood. This study aimed to identify tumor microenvironment-associated regulators of gemcitabine response in ICC and evaluate their functional relevance using patient-derived organoids.

methodsFour public single-cell RNA sequencing datasets comprising 50,176 cells were integrated with TCGA-based transcriptomic and drug sensitivity analyses. High-dimensional weighted gene co-expression network analysis was used to identify cell type-associated modules. Predicted gemcitabine IC50-related differentially expressed genes were intersected with the fibroblast-associated module genes. Patient-derived ICC organoids were used for gemcitabine sensitivity testing and CRISPR/Cas9-mediated TPM2 knockout validation.

resultsSingle-cell analysis revealed fibroblast enrichment in ICC, and co-expression analysis identified fibroblast-associated modules enriched in extracellular matrix organization and ECM-receptor interaction. Integrated analysis identified TPM2 as a fibroblast-enriched candidate associated with poor prognosis, activation of epithelial-mesenchymal transition, TGF-

conclusionsThese findings identify TPM2-associated cell-matrix remodeling as a potential contributor to gemcitabine resistance in ICC and support patient-derived organoids as a functional platform for studying therapeutic vulnerabilities.

Indexed as

Bile Duct NeoplasmsCholangiocarcinomaDeoxycytidineDrug Resistance, NeoplasmFibroblastsReceptors, NotchTropomyosinEpithelial-Mesenchymal TransitionExtracellular MatrixGemcitabineHumansSignal TransductionTumor MicroenvironmentDeoxycytidineGemcitabineReceptors, NotchTropomyosincell-matrix remodelingfibroblastsgemcitabine responseIntrahepatic cholangiocarcinomapatient-derived organoidsTPM2

Identifiers

PMID42766730
PMCPMC13596889

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.