bioRxivCancer Biology
Immunotherapy of glioblastoma explants induces interferon-γ responses and immune cell rearrangements in tumor center, but not periphery
T. Shekarian, C. Zinner, E. Bartoszek, W. Duchemin, A. T. Wachnowicz, S. Hogan, M. M. Etter, J. Flammer, C. Paganetti, T. Martins, P. Schmassmann, S. Zanganeh, F. LeGoff, M. G. Muraro, M.-F. Ritz, D. Phillips, S. Bhate, G. L. Barlow, G. Nolan, C. M. Schuerch, G. Hutter
Abstract
Recent therapeutic strategies for glioblastoma (GBM) aim at targeting immune tumor microenvironment (iTME) components to induce antitumoral immunity. A patient-tailored, ex vivo drug testing and response analysis platform for GBM would facilitate personalized therapy planning, provide insights into treatment-induced immune mechanisms in the iTME, and enable the discovery of biomarkers of therapy response and resistance. We cultured 47 GBM explants from tumor center and periphery from 7 patients in perfusion bioreactors to assess iTME responses to immunotherapy. Explants were exposed to antibodies blocking the immune checkpoints CD47, PD-1 or or their combination, and were analyzed by highly multiplexed microscopy (CODEX, co-detection by indexing) using an immune-focused 55-marker panel. Culture media were examined for changes of soluble factors including cytokines, chemokines and metabolites. CODEX enabled the spatially resolved identification and quantification of >850,000 single cells in explants, which were classified into 10 cell types by clustering. Explants from center and periphery differed significantly in their cell type composition, their levels of soluble factors, and their responses to immunotherapy. In a subset of explants, culture media displayed increased interferon-{gamma} levels, which correlated with shifts in immune cell composition within specific tissue compartments, including the enrichment of CD4+ and CD8+ T cells within an adaptive immune compartment. Furthermore, significant differences in the expression levels of functional molecules in innate and adaptive immune cell types were found between explants responding or not to immunotherapy. In non-responder explants, T cells showed higher expression of PD-1, LAG-3, TIM-3 and VISTA, whereas in responders, macrophages and microglia showed higher cathepsin D levels. Our study demonstrates that ex vivo immunotherapy of GBM explants enables an active antitumoral immune response within the tumor center in a subset of patients, and provides a framework for multidimensional personalized assessment of tumor response to immunotherapy.
- organism: human
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: cell-cell communication
- approach: deep learning
- approach: microscopy & imaging analysis
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Expression of inhibitory checkpoint ligands by Glioblastoma Multiforme cells and the implications of an enhanced stem cell-like phenotype
L. D. Robilliard, W. Joseph, … S. Graham·bioRxiv·Dec 19, 2019
- Preclinical modeling of surgery and steroid therapy for glioblastoma reveals changes in immunophenotype that are associated with tumor growth and outcome
B. Otvos, T. J. Alban, … J. D. Lathia·bioRxiv·Aug 12, 2020
- Glioblastoma-infiltrating CD8+ T cells are predominantly a clonally expanded GZMK+ effector population
A. Z. Wang, B. L. Mashimo, … G. P. Dunn·bioRxiv·Aug 25, 2023
- Deep immune profiling reveals targetable mechanisms of immune evasion in checkpoint blockade-refractory glioblastoma
E. F. Simonds, E. D. Lu, … M. Hellstrom·bioRxiv·Dec 1, 2020
- Expression profiling of single cells and patient cohorts identifies multiple immunosuppressive pathways and an altered natural killer cell phenotype in glioblastoma
H. J. Close, L. F. Stead, … E. B. Wilson·bioRxiv·Oct 4, 2019
- Immune cell regulation in stem cell niche contacting glioblastomas.
T. Bartkowiak, S. M. Lima, … J. M. Irish·bioRxiv·Feb 16, 2022