Evidence map›Paper›PMID 41964890›Full record

ArticleCell biology and toxicology2026

Single-cell RNA sequencing reveals HMGA2 involvement in neoplastic aggressiveness and endothelial cell senescence in chondrosarcoma.

Shenglin Wang, Shuting Lu, Xinwen Wang, Hongxiang Wei, Huarong Zhang, Weixin Zhou, Jie Lin, Xueyi Huang, Fude Liang, Zhaoyang Wu and 3 more

Abstract read
In one paragraph

Article in Cell biology and toxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Shenglin Wang *The School of Basic Medical Sciences, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China.
Shuting Lu *Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, The School of Medical Technology and Engineering, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China.
Xinwen Wang *Department of Orthopaedics, Sanming First Hospital Affiliated to Fujian Medical University, Sanming, 365001, China.
Hongxiang Wei *Department of Orthopaedics, Fujian Orthopaedics Research Institute, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Fuzhou, 350005, China.
Huarong ZhangDepartment of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, The School of Medical Technology and Engineering, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China.
Weixin ZhouDepartment of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, The School of Medical Technology and Engineering, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China.
Jie LinDepartment of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, The School of Medical Technology and Engineering, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China.
Xueyi HuangThe School of Health, Fujian Medical University, Fuzhou, 350122, China.
Fude LiangDepartment of Orthopaedics, Fujian Orthopaedics Research Institute, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Fuzhou, 350005, China.
Zhaoyang WuDepartment of Orthopaedics, Fujian Orthopaedics Research Institute, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Fuzhou, 350005, China.
Jianhua LinDepartment of Orthopaedics, Fujian Orthopaedics Research Institute, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Fuzhou, 350005, China. jianhual123@126.com.
Xiaopei ShenThe School of Basic Medical Sciences, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China. xshen@fjmu.edu.cn.
Lu AoDepartment of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, The School of Medical Technology and Engineering, Fujian Medical University, 1 Xuefu North Road, Fuzhou, 350122, China. lukey@fjmu.edu.cn.

Funding

the Joint Funds for the Innovation of Science and Technology, Fujian province 2024Y9414the Natural Science Foundation of Fujian Province 2025J0132
6 · The paper itself

Abstract

Chondrosarcoma (CHS) is a malignant bone tumor resistant to adjuvant treatment, with high-grade patients suffering an unfavorable prognosis. Therefore, a deeper insight into the tumor microenvironment is essential for developing effective treatments for advanced CHS. To decipher the cellular heterogeneity between CHS with differential malignancy and benign cartilage tumors, we performed single-cell RNA sequencing (scRNA-seq) on clinical specimens of high- and low-grade CHS, endochondroma and paratumoral tissues. The findings of transcriptional characteristics were validated by the bioinformatics analyses of public bulk datasets. The role of markers of interest was further explored by histological staining, in vitro and in vivo experiments. The results demonstrated that neoplastic cells and stromal cells predominated in the CHS tumor microenvironment. High-grade CHS presented aggravated proliferation and angiogenesis characteristics in neoplastic cells. The in silico analysis and functional experiments identified HMGA2 as a regulator of these malignant phenotypes and an independent predictor of poor outcome. Tumor-associated endothelial cells (TA-ECs) in CHS demonstrated senescent yet aggressive phenotypes underpinned by HBEGF. Moreover, HCHS exhibited more prevalent cellular communications between neoplastic cells and TA-ECs mediated by SPP1 and EGF pathways, with SPP1 and HBEGF both predicting unfavorable prognosis. Mechanistically, HMGA2 induced neoplastic secretion of SPP1, which provoked endothelial senescence and HBEGF release. Our findings implicate malignant characteristics in neoplastic cells and endothelial senescence associated with the histological grade of CHS and underscore the potential value of HMGA2 and SPP1 as actionable therapeutic targetes for advanced patients.

Indexed as

Bone NeoplasmsCellular SenescenceChondrosarcomaEndothelial CellsHMGA2 ProteinAnimalsCell Line, TumorCell ProliferationFemaleGene Expression Regulation, NeoplasticHumansNeovascularization, PathologicSingle-Cell Gene Expression AnalysisTumor MicroenvironmentHMGA2 ProteinHMGA2 protein, humanChondrosarcomaHigh Mobility Group AT-Hook 2Secreted Phosphoprotein 1SenescenceSingle-cell RNA sequencing

Identifiers

PMID41964890
PMCPMC13186804

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.