Evidence map›Paper›PMID 40623412›Full record

ArticleCancer science2025

Heterogeneity in Osteosarcoma Revealed by scRNA Sequencing: CLU+ Endothelial Cells as Key Players in Tumor Progression.

Zhehao Dai, Peng Xie, Xiangzhi Bai, Tang Liu, Xiaoning Guo, Lei Kuang, Ping Mu, Fangjin Lu

Abstract read
In one paragraph

Article in Cancer science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Review
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

8 authors.

Zhehao DaiDepartment of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.
Peng XieDepartment of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.ORCID https://orcid.org/0000-0002-4175-8657
Xiangzhi BaiImage Processing Center, Beihang University, Beijing, China.
Tang LiuDepartment of Orthopedics, the Second Xiangya Hospital, Central South University, Changsha, China.
Xiaoning GuoDepartment of Orthopedics, the Second Xiangya Hospital, Central South University, Changsha, China.
Lei KuangDepartment of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.
Ping MuDepartment of Physiology, Shenyang Medical College, Shenyang, China.
Fangjin LuDepartment of Pharmaceutical Analysis, Shenyang Medical College, Shenyang, China.

Funding

Graduate Education and Teaching Reform Project of Central South University 2024JGB087Hunan Provincial Health Commission Research Project C202304077236Innovation and entrepreneurship education teaching reform research project of Central South University 2022CG035National Natural Science Foundation of China 82373108Natural Science Foundation of Hunan Province 2024JJ5482the Foundation of Spring Sunshine Program-Cooperative Research Project of the Ministry of Education 202200846
6 · The paper itself

Abstract

Osteosarcoma is a common malignant bone tumor in children and adolescents, characterized by high heterogeneity and poor prognosis. The role of intratumoral heterogeneity (ITH) in osteosarcoma progression remains poorly understood. To explore this, we collected paired tumor tissue samples from the central region (CR) and peripheral region (PR) of six osteosarcoma patients and performed single-cell RNA sequencing. Our findings reveal significant microenvironmental differences between these regions. The CR harbors a higher proportion of tumor cells, while the PR contains a higher proportion of endothelial cells, particularly the CLU+ subcluster. Functionally, the CR hosts a higher proportion of immune-activated myeloid cells and tumor-infiltrating lymphocytes (TILs), whereas the tumor cells in the PR show increased activation of hypoxia-related pathways. In the PR, CLU+ endothelial cells (CLU+_ECs) promote tumor metastasis by interacting with tumor cells through various ligands, including collagen family members, via ITGB1. Furthermore, CLU+_ECs induce CD8+ T cell exhaustion via the Nectin2-TIGIT pathway, suppressing the anti-tumor immune response. Overall, our study highlights the substantial spatial heterogeneity in osteosarcoma and identifies CLU+_ECs in the peripheral region as promising therapeutic targets.

Indexed as

Bone NeoplasmsEndothelial CellsGenetic HeterogeneityOsteosarcomaAdolescentAdultCD8-Positive T-LymphocytesChildClusterinDisease ProgressionFemaleHumansLymphocytes, Tumor-InfiltratingMaleMiddle AgedSingle-Cell Gene Expression AnalysisCLU protein, humanClusterinCLU+ endothelial cellsintratumoral heterogeneitymulti‐region sequencingosteosarcomasingle‐cell RNA sequencing

Identifiers

PMID40623412
PMCPMC12400064

What OpenQuestion holds

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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.