Evidence map›Paper›PMID 40159545›Full record

ArticleScientific reports2025

Single-cell sequencing uncovers a high ESM1-expression endothelial cell subpopulation associated with bladder cancer progression and the immunosuppressive microenvironment.

Yifeng Qiu, Yuhan Wang, Jiahe Liu, Baohua Liu, Kai Sun, Qi Hou

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

6 authors.

Yifeng QiuGuangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical school, Shenzhen, 518060, China.
Yuhan WangGuangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical school, Shenzhen, 518060, China.
Jiahe LiuGuangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical school, Shenzhen, 518060, China.
Baohua LiuShenzhen Key Laboratory for Systemic Aging and Intervention (SAI), Guangdong Key Laboratory of Genome Stability and Human Disease Prevention, School of Basic Medical Sciences, Marshall Laboratory of Biomedical Engineering, National Engineering Research Center for Biotechnology (Shenzhen), International Cancer Center, Shenzhen University, Shenzhen, Guangdong, China. ppliew@szu.edu.cn.
Kai SunDepartment of Radiology, the Third People's Hospital of Longgang District, Shenzhen Clinical Medical School, Guangzhou University of Chinese Medicine, Shenzhen, 518116, China. Henrysk@163.com.
Qi HouDepartment of Urology, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, China. qi_hou@foxmail.com.

Funding

Disciple gathering teaching project of Shenzhen University; Shenzhen Key Laboratory Foundation ZDSYS20200811143757022Educational Reform Research Project of Clinical Teaching Base of Guangdong Province 2021JD207Key Project of Medical and health technology of Longgang District, Shenzhen LGKCYLWS2022034Medical and Health Science and Technology Project (support) of Longgang District, Shenzhen LGKCYLWS2021000032National Natural Science Foundation of China 82002716Natural Science Foundation of Shenzhen University General Hospital SUGH2020QD005Shenzhen International Cooperation Research Project GJHZ20220913143004008Shenzhen Science and Technology Program JCYJ20190808164209301Shenzhen Scientific Research Foundation for Excellent Returned Scholars 000493Teaching Reform Research Project of Shenzhen University YXBJG202339
6 · The paper itself

Abstract

Despite remarkable advancements in therapeutic strategies, a considerable proportion of patients with bladder cancer (BC) still experience disease progression and unfavorable prognosis. The heterogeneity and biological functions of tumor endothelial cells (ECs) during BC progression remain poorly understood. We collected scRNA-seq data from BC samples and identified two EC subpopulations through hierarchical clustering analysis. The activity of signaling pathways in distinct EC subpopulations was assessed utilizing AUCell analysis. Gene regulatory networks (GRN) were constructed and analyzed for different EC subpopulations using the pySCENIC algorithm. Additionally, we investigated the association between the abundance of EC subpopulations and both clinical prognosis and immune cell infiltration. The biological effects of ESM1 protein on BC cells were further validated through EdU and Transwell assays. We analyzed 7,519 CD45-negative single cells from BC tissues and discerned two distinct EC subpopulations. The two subpopulations were characterized by high expression of ESM1 (S1 ECs) and CXCL2 (S2 ECs), respectively. In S1 ECs, we observed significant activation of signaling pathways involved in tumor promotion, including angiogenesis and cell proliferation. Additionally, our GRN analysis uncovered notable differences in transcription factor activity between S1 and S2 ECs. Moreover, ESM1 protein promoted proliferation and migration of BC cells. Patients with higher abundance of the S1 EC subpopulation exhibited more unfavorable clinical outcomes and increased infiltration of inhibitory immune cells. Our findings elucidate the transcriptional profiles and biological roles of the high ESM1-expression endothelial cell subpopulation in BC. This subpopulation is associated with poor prognosis and immunosuppressive tumor microenvironment. Accordingly, targeting endothelial cells with high ESM1 expression may offer a novel therapeutic strategy for patients with BC.

Indexed as

Endothelial CellsNeoplasm ProteinsProteoglycansSingle-Cell AnalysisTumor MicroenvironmentUrinary Bladder NeoplasmsCell Line, TumorCell ProliferationDisease ProgressionFemaleGene Expression Regulation, NeoplasticGene Regulatory NetworksHumansMalePrognosisSignal TransductionESM1 protein, humanNeoplasm ProteinsProteoglycansBladder cancerEndothelial cell subpopulationImmune microenvironmentPrognosisSingle-cell RNA sequencing

Identifiers

PMID40159545
PMCPMC11955522

What Socratic holds

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LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.