Multi-omics analysis unveils the role of inflammatory cancer-associated fibroblasts in chordoma progression
- PMID: 39611243
- DOI: 10.1002/path.6369
Multi-omics analysis unveils the role of inflammatory cancer-associated fibroblasts in chordoma progression
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.
Keywords: cancer‐associated fibroblasts; chordoma; inflammation; scRNA‐seq; spatial transcriptomics.
© 2024 The Pathological Society of Great Britain and Ireland.
Comment in
-
Cancer-associated fibroblast heterogeneity in chordoma†.J Pathol. 2025 May;266(1):5-8. doi: 10.1002/path.6420. Epub 2025 Mar 15. J Pathol. 2025. PMID: 40088426 Free PMC article.
References
-
- Al Shihabi A, Davarifar A, Nguyen HTL, et al. Personalized chordoma organoids for drug discovery studies. Sci Adv 2022; 8: eabl3674.
-
- Niu HQ, Zheng BY, Zou MX, et al. Skull base chordoma and spinal chordoma exhibit consistency in terms of endoplasmic reticulum stress aspects. Neuro Oncol 2024; 26: 1171–1173.
-
- Niu HQ, Zheng BY, Zou MX, et al. Complex immune microenvironment of chordoma: a road map for future treatment. J Immunother Cancer 2024; 12: e009313.
-
- Zhou J, Sun J, Bai HX, et al. Prognostic factors in patients with spinal chordoma: an integrative analysis of 682 patients. Neurosurgery 2017; 81: 812–823.
-
- Liu T, Han C, Wang S, et al. Cancer‐associated fibroblasts: an emerging target of anti‐cancer immunotherapy. J Hematol Oncol 2019; 12: 86.
Publication types
MeSH terms
Substances
Grants and funding
- 202106370071/China Scholarship Council
- 82003802/National Natural Science Foundation of China
- 82473965/National Natural Science Foundation of China
- 82404690/National Natural Science Foundation of China
- 82002364/National Natural Science Foundation of China
- 2019JJ50542/Natural Science Foundation of Hunan Province
- 2023JJ50156/Natural Science Foundation of Hunan Province
- 2023JJ40596/Natural Science Foundation of Hunan Province
- 2023JJ40587/Natural Science Foundation of Hunan Province
- 2021JJ40509/Natural Science Foundation of Hunan Province
- 2023JJ20035/Hunan Provincial Natural Science Foundation for Excellent Youth Scholars
- 20224310NHYCG04/First Affiliated Hospital of the University of South China
- 20201978/Hunan Provincial Health Commission
- 20201962/Hunan Provincial Health Commission
- 20201956/Hunan Provincial Health Commission
- 22B0441/Research Foundation of Education Bureau of Hunan Province
- Xiaohe Technology Talent Project of Hengyang
LinkOut - more resources
Full Text Sources