Evidence map›Paper›PMID 39427165›Full record

ArticleJournal of translational medicine2024

Integrative multi-omics analysis reveals the role of tumor-associated endothelial cells and their signature in prognosis of intrahepatic cholangiocarcinoma.

Hao Jiang, Biao Gao, Zihe Meng, Yafei Wang, Tianyu Jiao, Junfeng Li, Xuerui Li, Yinbiao Cao, Xianzhou Zhang, Chonghui Li and 1 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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  7. Clinical Medicine Insights. Oncology · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Hao Jiang *Medical School of Chinese People's Liberation Army (PLA), Beijing, China.
Biao Gao *Medical School of Chinese People's Liberation Army (PLA), Beijing, China.
Zihe Meng *Key Laboratory of Digital Hepatobiliary Surgery of Chinese PLA, Beijing, China.
Yafei WangDepartment of Hepatobiliary Surgery, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, China.
Tianyu JiaoMedical School of Chinese People's Liberation Army (PLA), Beijing, China.
Junfeng LiMedical School of Chinese People's Liberation Army (PLA), Beijing, China.
Xuerui LiMedical School of Chinese People's Liberation Army (PLA), Beijing, China.
Yinbiao CaoMedical School of Chinese People's Liberation Army (PLA), Beijing, China.
Xianzhou ZhangDepartment of Hepatic Biliary Pancreatic Surgery, Cancer Hospital Affiliated to Zhengzhou University, Zhengzhou, 450000, Henan, China. zzu12345@163.com.
Chonghui LiMedical School of Chinese People's Liberation Army (PLA), Beijing, China. lichonghui@301hospital.com.cn.
Shichun LuMedical School of Chinese People's Liberation Army (PLA), Beijing, China. lushichun@301hospital.com.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to investigate the interplay between tumor-associated endothelial cells (TECs) and immune cells within the tumor microenvironment (TME) and its impact on tumor prognosis. We conducted single-cell RNA sequencing (scRNA-seq) of tumor, normal, and lymph node tissues obtained from intrahepatic cholangiocarcinoma (ICC) patients to reveal the role of TECs in tumor angiogenesis and their significant heterogeneity. Meanwhile, we identified genes highly expressed in TECs and constructed TEC signatures (TEC.Sig). Next, we calculated TEC scores of samples based on TEC.Sig. Patients with higher TEC scores exhibited a higher frequency of KRAS mutations, which was associated with increased infiltration of neutrophils and immature dendritic cells (iDCs), and decreased numbers of natural killer (NK), CD4 + T, and CD8 + T effector memory (Tem) cells, indicating an inflammation-dominated immunosuppressive phenotype. In contrast, BAP1 mutations and CXCL12 overexpression showed a contrasting trend. Spatial transcriptomics analysis and histological experiments further confirmed that TECs interacted with various tumor-killing immune cells through the CXCL12/CXCR4 axis. Multiple tumor immunotherapy datasets confirmed that the TEC.Sig could predict patient responses to immunotherapy. The TEC score is a promising and reliable biomarker for predicting genetic mutations and prognosis in ICC patients. Enhancing the regulation of the CXCL12/CXCR4 signaling pathway may represent a potential novel therapeutic target for ICC treatment.

Indexed as

Bile Duct NeoplasmsCholangiocarcinomaEndothelial CellsTumor MicroenvironmentGene Expression ProfilingGene Expression Regulation, NeoplasticHumansImmunotherapyMultiomicsMutationPrognosisSingle-Cell AnalysisTranscriptomeBiomarkerCXCL12Intrahepatic cholangiocarcinoma (ICC)Single-cell RNA sequencing (scRNA-seq)Tumor-associated endothelial cell (TEC)Tumor microenvironment (TME)

Identifiers

PMID39427165
PMCPMC11490089

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Registered trials

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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.