EPCO-21. SINGLE-NUCLEI ANALYSIS IDENTIFIES NOVEL NEOPLASTIC IDH MUTANT ASTROCYTOMA PROLIFERATIVE AND STEMNESS PHENOTYPES DRIVING POOR PATIENT OUTCOMES
Abstract BACKGROUND Gliomas carry a high disease burden, particularly the aggressive IDH-wildtype subtype. However, some IDH-mutant gliomas can transition from a less aggressive G-CIMP-High (GCH) state to a more malignant G-CIMP-Low (GCL) phenotype, mimicking IDH-wildtype tumors. Understanding the cellular and molecular mechanisms behind this progression is vital for developing effective therapies. HYPOTHESIS We propose that single-nuclei resolution analysis can reveal distinct neoplastic cell subtypes driving the GCH-to-GCL transition through activation of stemness- and proliferation-related gene programs. METHODS We analyzed 22 glioma specimens from 15 patients (including matched primary and recurrent tumors) using single-nuclei RNA- and ATAC-sequencing. After quality control and neoplastic cell identification via somatic CNVs, we applied non-negative matrix factorization (NMF) to identify cell subclusters based on gene expression patterns. We further characterized these clusters using gene set enrichment, protein-protein interaction networks, developmental trajectory analysis, and integration with external RNA-seq datasets. Chromatin accessibility was assessed via snATAC-seq to identify regulatory elements and transcription factor activity. RESULTS We identified six major neoplastic cell subtypes: Astrocytic-Support, Pro-neural Housekeepers, Proteo-synthetic Cells, Mitotic Proliferators, Neural Guidance & Growth Cells, and Mesenchymal-mutant Cells. Each showed distinct gene expression signatures, pathway enrichments, and survival associations. Two subtypes—Mitotic Proliferators and Mesenchymal-mutant Cells—were linked to high-grade tumors and poor patient outcomes. Chromatin accessibility patterns corroborated transcriptional findings, highlighting differential TF regulation in aggressive subtypes. CONCLUSION This study reveals two aggressive GCL-related neoplastic cell subtypes with distinct stem-like and proliferative features. These findings provide insight into glioma progression mechanisms and uncover potential molecular targets for therapeutic intervention in IDH-mutant gliomas.
Authors
- Luciano Garofano (ORCID: https://orcid.org/0000-0001-8582-0865)
- Tobias Walbert (ORCID: https://orcid.org/0000-0003-0667-8106)
- Ana Valeria Castro (ORCID: https://orcid.org/0000-0003-1625-0015)
- Grayson Herrgott
- Antonio Iavarone (ORCID: https://orcid.org/0000-0002-0683-4634)
- Houtan Noushmehr (ORCID: https://orcid.org/0000-0003-4051-8114)
- Ian Lee (ORCID: https://orcid.org/0000-0001-6057-7176)
- James M. Snyder (ORCID: https://orcid.org/0000-0002-1386-2844)
Institutions
- University of Miami (US)
- Henry Ford Hospital (US)
- Michigan State University (US)
Publication Details
- Journal
- Neuro-Oncology
- Published
- 2025-11-01
- DOI
- https://doi.org/10.1093/neuonc/noaf201.0021
- Primary Topic
- Glioma Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00