TMIC-91. Deciphering spatio-temporal trajectories of tissue adaptation after surgical resection of glioblastoma
Year: 2025
Type: conference-abstract
Abstract: Local relapse along the resection cavity is the most frequent mode of glioblastoma progression. Surgically induced molecular alterations and transformation of residual tumor ecosystems driving local tumor relapse remain elusive. Here, we applied MERFISH and Visium spatial transcriptomics to 203 specimens from 179 patients obtained at first surgery, early re-resection (2–40d) and late recurrence, and trained a spatial graph-attention network (sGAT) that predicted time-after-surgery from microenvironmental neighborhoods (AUC=0.83). Explainable-AI approaches (Integrated-gradient/attention) revealed a stereotyped cascade dominated by a hypoxia/HIF-1α-program with glycolytic switch and lactate-fueled-coupling between residual tumor cells, neurons and infiltrating myeloid cells within 2–10d at peri-cavity-rim. Between days 10–30 the niche transitions to TREM2⁺/P2RY12⁺ microglia, CXCL13⁺ T-cell influx and endothelial proliferation. Multiparametric MRI confirmed a stroke-like-hypoperfusion and blood-brain-barrier breach peaking at days 1–5 and resolving by days 60–90. To validate time-resolved tissue adaptation and causality, we performed spatial metabolomic and transcriptomic profiling on our murine-cortical-resection model. The sGAT classifier trained on human data assigned the exact post-operative status to murine samples (R² = 0.91). MALDI-imaging mass spectrometry confirmed the enhanced lactate consumption in proximity to the resection cavity enriched for neurons and altered microglia. Knockout of the lactate transporter MCT2 in neurons (rAAV:::hSyn:::shRNA-MCT2) demonstrated reduced tumor proliferation and lower-invasive growth (padj<0.05) with reduced tumor-neuron synaptic contacts in a rabies-ΔG-GFP retrograde tracing model using human neocortical slices (padj < 0.01). Similar reduction of tumor-neuron synaptic contacts was observed after depletion of microglia with PLX5622, supporting a co-operative metabolic-inflammatory-axis. Post-resection metabolic adaptation and tumor regrowth link was confirmed in vivo leveraging a LDH inhibitor or ROS scavenger demonstrating a significant decrease in tumor relapse. Our data delineate a narrow, druggable window immediately after surgery in which hypoxic-inflammatory-reprogramming metabolically and synoptically primes glioblastoma for recurrence, nominating peri-cavity lactate-shuttling or microglial activation as actionable adjuvant targets.
Source: Neuro-Oncology
Authors: Yahaya Abubakar Yabo, Claire Larrieu, Mathis Pinglaut, Antonio Pagano Zottola, Giullia Villa, Mathieu Larroquette, Maialen Arrieta, Yanis Zirem, Elena Grabis, Axell Davoust, Tao Peng, Jasim K Benotmane, Junyi Zhang, Doriane Bomont, Oliver Schnell, Audrey Burban, Michel Salzet, Macha Nikolski, Varun Venkataramani, Franz L Ricklefs, Roman Sankowski, Dieter Henrik Heiland, Thomas Daubon
Institutions: Friedrich-Alexander-Universität Erlangen-Nürnberg, Centre National de la Recherche Scientifique, Université de Bordeaux, Institut de Biochimie et Génétique Cellulaires, Inserm, Université de Lille, Centre Hospitalier Universitaire de Lille, Protéomique, Réponse Inflammatoire et Spectrométrie de Masse, University of Freiburg, University Medical Center Freiburg, Universitätsklinikum Erlangen, German Cancer Research Center, Heidelberg University, University Hospital Heidelberg, National Center for Tumor Diseases, Deutsches Konsortium für Translationale Krebsforschung, University Medical Center Hamburg-Eppendorf
Language: English
Subfield: Genetics
Field: Medicine
Domain: Health Sciences
Open Access status: bronze
OpenAlex ID: W4416139757
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