Multi-Omics and Single-Cell Dissection of Exostosin Glycosyltransferases (EXT1/EXT2) Reveals Divergent Oncogenic Roles and Therapeutic Vulnerabilities in Gliomas

Exostosin glycosyltransferase 1 (<i>EXT1</i>) and exostosin glycosyltransferase 2 (<i>EXT2</i>) catalyze heparan sulfate chain elongation and are increasingly implicated in cancer biology, but their roles in gliomas remain incompletely defined. Here, we performed an integrative multi-omics analysis to dissect the transcriptional, epigenetic, and microenvironmental landscape of <i>EXT1</i> and <i>EXT2</i> across gliomas. Bulk transcriptomic data from The Cancer Genome Atlas (TCGA) and the Chinese Glioma Genome Atlas (CGGA) revealed that both EXT1 and EXT2 are upregulated in high-grade gliomas and associate with adverse survival, with EXT1 showing the strongest and most consistent prognostic impact. Gene set enrichment analysis (GSEA) and gene set variation analysis (GSVA) indicated that EXT1-high tumors are enriched for DNA damage and replication stress programs, cell cycle progression, inflammatory response, and stromal activation pathways, whereas EXT2 expression is preferentially linked to extracellular matrix remodeling, cytoskeletal organization and angiogenesis-related signaling. Single-cell RNA sequencing and Immune deconvolution using Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT) and Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) showed that <i>EXT1</i> correlates with increased stromal and immune scores, and reduced cytotoxic T cell signatures, consistent with an immunosuppressive tumor microenvironment. <i>EXT2</i> expression is enriched in gliomas with pronounced vascular and mesenchymal features, supporting a complementary role in invasive growth and tissue remodeling. Immunohistochemistry on a glioma tissue microarray validated the upregulation of <i>EXT1</i> protein in high-grade tumors. The study findings identified <i>EXT1</i> as a central glycosylation-linked regulator of replication stress tolerance and immune remodeling in gliomas, and suggest that <i>EXT2</i> contributes to extracellular matrix and cytoskeletal reprogramming. The exostosin axis represents a promising source of prognostic biomarkers and potential therapeutic targets in glioma.

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Publication Details

Journal
Journal of Cancer
Published
2025-12-18
DOI
https://doi.org/10.7150/jca.123965
Citations
1
Primary Topic
Proteoglycans and glycosaminoglycans research
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article
Field-Weighted Citation Impact
1.15
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article

Multi-Omics and Single-Cell Dissection of Exostosin Glycosyltransferases (EXT1/EXT2) Reveals Divergent Oncogenic Roles and Therapeutic Vulnerabilities in Gliomas

1 citations
Journal of Cancer
Proteoglycans and glycosaminoglycans research
1.15
article

Multi-Omics and Single-Cell Dissection of Exostosin Glycosyltransferases (EXT1/EXT2) Reveals Divergent Oncogenic Roles and Therapeutic Vulnerabilities in Gliomas

article en
1 citations

Abstract

Exostosin glycosyltransferase 1 (<i>EXT1</i>) and exostosin glycosyltransferase 2 (<i>EXT2</i>) catalyze heparan sulfate chain elongation and are increasingly implicated in cancer biology, but their roles in gliomas remain incompletely defined. Here, we performed an integrative multi-omics analysis to dissect the transcriptional, epigenetic, and microenvironmental landscape of <i>EXT1</i> and <i>EXT2</i> across gliomas. Bulk transcriptomic data from The Cancer Genome Atlas (TCGA) and the Chinese Glioma Genome Atlas (CGGA) revealed that both EXT1 and EXT2 are upregulated in high-grade gliomas and associate with adverse survival, with EXT1 showing the strongest and most consistent prognostic impact. Gene set enrichment analysis (GSEA) and gene set variation analysis (GSVA) indicated that EXT1-high tumors are enriched for DNA damage and replication stress programs, cell cycle progression, inflammatory response, and stromal activation pathways, whereas EXT2 expression is preferentially linked to extracellular matrix remodeling, cytoskeletal organization and angiogenesis-related signaling. Single-cell RNA sequencing and Immune deconvolution using Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT) and Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) showed that <i>EXT1</i> correlates with increased stromal and immune scores, and reduced cytotoxic T cell signatures, consistent with an immunosuppressive tumor microenvironment. <i>EXT2</i> expression is enriched in gliomas with pronounced vascular and mesenchymal features, supporting a complementary role in invasive growth and tissue remodeling. Immunohistochemistry on a glioma tissue microarray validated the upregulation of <i>EXT1</i> protein in high-grade tumors. The study findings identified <i>EXT1</i> as a central glycosylation-linked regulator of replication stress tolerance and immune remodeling in gliomas, and suggest that <i>EXT2</i> contributes to extracellular matrix and cytoskeletal reprogramming. The exostosin axis represents a promising source of prognostic biomarkers and potential therapeutic targets in glioma.

Journal of CancerVol. 17(1)
Mother Teresa Women's University (IN), National Sun Yat-sen University (TW), Kaohsiung Medical University (TW), Kaohsiung Medical University Chung-Ho Memorial Hospital (TW), Chung Shan Medical University Hospital (TW), Kaohsiung Armed Forces General Hospital (TW), Van Lang University (VN), Shoolini University (IN), Taipei Medical University (TW), Chia Nan University of Pharmacy and Science (TW), National Defense Medical Center (TW), Chung Shan Medical University (TW), I-Shou University (TW)
Openalex Percentile: Top 17%
Proteoglycans and glycosaminoglycans research
1.15
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