Back

Neuronal precursor cell persistence in Ganglioglioma is associated with ECM remodeling and immune cell infiltration

Kueckelhaus, J.; Hoffmann, L.; Menstell, J. A.; Zimmer, D. N.; Kada-Benotmane, J.; Zhang, J.; Beck, J.; Schnell, O.; Sankowski, R.; Sievers, P.; Sahm, F.; Delev, D.; Heiland, D. H.

2026-04-21 neuroscience
10.64898/2026.04.18.719347 bioRxiv
Show abstract

BackgroundGangliogliomas (GGs) are low-grade glioneuronal tumors that frequently present with drug-resistant epilepsy. Although their indolent course contrasts with their high epileptogenic potential, the oncogenic mechanisms sustaining neuronal precursor-like populations within the tumor microenvironment remain poorly defined. MethodsWe performed spatial transcriptomic profiling on eight histologically confirmed GGs and matched healthy cortex to map the cellular and molecular architecture of the tumor microenvironment. Integrated analysis with weighted gene correlation network analysis (WGCNA) defined recurrent oncogenic programs and spatially resolved tumor-stroma interactions. ResultsEight conserved gene modules emerged, encompassing physiological cortical, reactive glial, and oncopathological programs. The latter captured extracellular matrix (ECM) remodeling, vascular-immune signaling, and persistence of immature, proliferative neuronal-like states. Spatial modeling revealed that these oncopathological programs form structured niches at the tumor-brain interface, where radial glia-derived neuronal-like tumor cells coexist with immune and stromal elements engaged in ECM turnover and cytokine signaling. ConclusionsGanglioglioma represents a hybrid glioneuronal neoplasm in which developmental neuronal programs are co-opted by tumor-associated stromal and immune cues. This convergence establishes a permissive oncogenic niche that sustains precursor-like tumor cells and provides a mechanistic basis for both the tumors benign growth and its intrinsic epileptogenicity. Key PointsO_LISpatial transcriptomics identifies reproducible transcriptional programs that define the ganglioglioma microenvironment. C_LIO_LITumor-associated regions show transcriptional programs consistent with immature neuronal states together with ECM remodelling and immune activity. C_LIO_LISingle-cell reference data indicate that immature neuronal programs in ganglioglioma resemble radial glia-derived developmental states. C_LI Importance of the StudyGanglioglioma is a low-grade glioneuronal tumor that combines benign growth with pronounced epileptogenicity, yet the molecular basis of this dual behavior remains poorly understood. Through spatial transcriptomics integrated with single-cell analysis, we reveal that ganglioglioma architecture is defined by two interacting transcriptional axes: a residual glioneuronal network and a tumoral niche enriched for extracellular-matrix, vascular, and immune programs. Within these niches, immature neuronal-like tumor cells persist in a developmentally arrested state maintained by ECM-immune signaling. This spatially organized interplay between physiological and pathological programs explains both the low oncologic aggressiveness and high excitability of these lesions. Our findings provide molecular signatures that may refine diagnostic classification within the LEAT spectrum, delineate epileptogenic zones, and identify candidate pathways for therapeutic modulation of the ganglioglioma microenvironment.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
Brain
154 papers in training set
Top 0.1%
28.8%
2
Neuro-Oncology
30 papers in training set
Top 0.1%
15.3%
3
Nature Communications
4913 papers in training set
Top 24%
7.5%
50% of probability mass above
4
Cell Reports
1338 papers in training set
Top 11%
4.5%
5
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 15%
4.5%
6
Clinical Cancer Research
58 papers in training set
Top 0.4%
3.7%
7
Annals of Neurology
57 papers in training set
Top 0.5%
3.7%
8
Acta Neuropathologica
51 papers in training set
Top 0.3%
3.2%
9
Epilepsia
49 papers in training set
Top 0.5%
2.0%
10
JCI Insight
241 papers in training set
Top 3%
1.8%
11
Neuro-Oncology Advances
24 papers in training set
Top 0.3%
1.8%
12
Acta Neuropathologica Communications
81 papers in training set
Top 0.5%
1.7%
13
Neurobiology of Disease
134 papers in training set
Top 3%
1.3%
14
Journal of Clinical Investigation
164 papers in training set
Top 4%
1.3%
15
Cell
370 papers in training set
Top 16%
0.8%
16
Scientific Reports
3102 papers in training set
Top 73%
0.8%
17
Experimental Neurology
57 papers in training set
Top 1%
0.8%
18
Brain Communications
147 papers in training set
Top 3%
0.7%
19
eLife
5422 papers in training set
Top 57%
0.7%
20
Cancer Research
116 papers in training set
Top 4%
0.7%
21
Neurology Genetics
14 papers in training set
Top 0.4%
0.5%
22
Cells
232 papers in training set
Top 8%
0.5%
23
Cell Genomics
162 papers in training set
Top 8%
0.5%