Evidence map›Paper›PMID 39611243›Full record

ArticleThe Journal of pathology2025

Multi-omics analysis unveils the role of inflammatory cancer-associated fibroblasts in chordoma progression.

Bo-Wen Zheng, Wei Guo

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Article in The Journal of pathology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
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  3. Review
  4. Article
  5. Advances in Spatial Transcriptomics in Bone.Current osteoporosis reports · 2026
    Review
  6. Review
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors.

Bo-Wen ZhengDepartment of Musculoskeletal Tumor, Peking University People's Hospital, Peking University, Beijing, PR China.ORCID 0000-0002-9308-3794
Wei GuoDepartment of Musculoskeletal Tumor, Peking University People's Hospital, Peking University, Beijing, PR China.

Funding

China Scholarship Council 202106370071First Affiliated Hospital of the University of South China 20224310NHYCG04Hunan Provincial Health Commission 20201956Hunan Provincial Health Commission 20201962Hunan Provincial Health Commission 20201978Hunan Provincial Natural Science Foundation for Excellent Youth Scholars 2023JJ20035National Natural Science Foundation of China 82002364National Natural Science Foundation of China 82003802National Natural Science Foundation of China 82404690National Natural Science Foundation of China 82473965Natural Science Foundation of Hunan Province 2019JJ50542Natural Science Foundation of Hunan Province 2021JJ40509Natural Science Foundation of Hunan Province 2023JJ40587Natural Science Foundation of Hunan Province 2023JJ40596Natural Science Foundation of Hunan Province 2023JJ50156Research Foundation of Education Bureau of Hunan Province 22B0441Xiaohe Technology Talent Project of Hengyang
6 · The paper itself

Abstract

Cancer-associated fibroblasts (CAFs) constitute the primary cellular component of the stroma in chordomas, characterized by an abundance of mucinous stromal elements, potentially facilitating their initiation and progression; however, this inference has yet to be fully confirmed. In this study, single-cell RNA sequencing (scRNA-seq), spatial transcriptomics (ST), bulk RNA-seq, multiplexed quantitative immunofluorescence (QIF), and in vivo and in vitro experiments were performed to determine the heterogeneity, spatial distribution, and clinical significance of CAFs in chordoma. ScRNA-seq was performed on 87,693 single cells derived from seven tumor samples and four control nucleus pulposus samples. A distinct CAF cluster distinguished by the upregulated expression of inflammatory genes and enriched functionality in activating inflammation-associated cells was identified. Pseudotime trajectory and cell communication analyses suggested that this inflammatory CAF (iCAF) subset originated from normal fibroblasts and interacted extensively with tumors and various other cell types. By integrating the scRNA-seq results with ST, the presence of iCAF in chordoma tissue was further confirmed, indicating their positioning at a distance from the tumor cells. Bulk RNA-seq data analysis from 126 patients revealed a correlation between iCAF signature scores, chordoma invasiveness, and poor prognosis. QIF validation involving an additional 116 patients found that although iCAFs were not in close proximity to tumor cells compared with other CAF subsets, their density correlated with malignant tumor phenotypes and adverse outcomes. In vivo and in vitro experiments further confirmed that iCAFs accelerate the malignant progression of chordomas. These findings could provide insights into the development of novel therapeutic strategies. © 2024 The Pathological Society of Great Britain and Ireland.

Indexed as

Cancer-Associated FibroblastsChordomaDisease ProgressionTumor MicroenvironmentAnimalsBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansInflammationMaleMultiomicsSingle-Cell AnalysisTranscriptomeBiomarkers, Tumorcancer‐associated fibroblastschordomainflammationscRNA‐seqspatial transcriptomics

Identifiers

PMID39611243

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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.