Glioblastoma remains the most feared diagnosis in neuro-oncology. Despite surgery, radiotherapy, and chemotherapy, the tumor almost invariably returns, driven in part by its extraordinary cellular diversity and by a microenvironment that actively shelters malignant cells from treatment. Gene therapy delivered directly into the resection cavity offers one possible route forward, and adeno-associated virus (AAV) vectors have emerged as leading candidates for this purpose. Yet a fundamental problem has quietly persisted beneath the field’s progress: the laboratory models used to test these vectors may themselves be shaping, and in some cases distorting, the apparent results. A new study published in the Journal of Neuro-Oncology now provides some of the most direct evidence to date that the choice of preclinical model can dramatically alter how AAV-mediated gene delivery in glioblastoma appears to work.
The research, led by Franziska Köhler and Sonja Kallendrusch of Leipzig University and the HMU Health and Medical University, together with colleagues in Erfurt and Potsdam, compared two complementary patient-derived culture systems side by side. The first, patient-derived neurospheres (PDNS), are compact, free-floating spheroids grown from dissociated tumor cells under serum-free conditions. They offer a controlled, tumor-cell-intrinsic system in which variables can be manipulated with relative ease. The second, patient-derived tissue slice cultures (PDTC), preserve the tumor’s native architecture: thin, 350-micrometer slices of fresh surgical tissue are cultured at an air–liquid interface, retaining the extracellular matrix, vascular structures, immune cells, and stromal compartments that neurospheres inevitably discard. The team systematically exposed both models to two AAV serotypes, AAV2 and AAV6, each carrying a green fluorescent protein (GFP) reporter gene, and then tracked transduction with live confocal microscopy, quantitative PCR, flow cytometry, and immunofluorescence.
The technical rigor of the workflow is central to the study’s credibility. Thirteen surgical specimens from 25 collected samples ultimately entered the analysis, twelve of them IDH-wildtype glioblastomas under the WHO 2021 classification. Tissue not required for diagnosis was obtained with informed consent and ethical approval. For neurospheres, tumor tissue was mechanically and enzymatically dissociated with Accutase, filtered, and seeded at 100,000 cells per well; after 10 to 15 days, spheroids of 100 to 150 micrometers in diameter were ready for experiments. Slice cultures were punched into 2 to 3 millimeter discs and maintained on membrane inserts. After testing several media formulations, the researchers selected NeuroCult-XF, a serum-free proliferation medium, because it preserved tissue architecture and histopathological features better than serum-containing alternatives or other defined formulations. Blinded pathological review confirmed that fibrillary architecture and even characteristic gemistocytic features—enlarged cell bodies with eccentric nuclei—were retained in both models.
The cellular composition analysis revealed stark differences between the two systems, exactly as the team had hypothesized. Slice cultures retained expression of immune markers such as CD68, the vascular marker CD31, and the hypoxia marker HIF1α in organotypic patterns closely mirroring the original tumors. Neurospheres, by contrast, showed virtually no CD31, scarce and disorganized CD68-positive cells, and only weak HIF1α restricted to larger spheroids. More subtly, sphere-forming conditions selectively enriched stem-like populations: the mean SOX2-positive cell fraction rose from 0.114 in native tissue to 0.328 in PDNS, and Nestin positivity climbed from 0.132 to 0.393, while the mesenchymal marker CD44 fell. This finding matters because it confirms that neurosphere culture is not a neutral act of preservation but an active selection process that reshapes the cellular landscape before any vector is ever introduced.
When the vectors were applied, the serotype differences were unambiguous. In neurospheres, AAV6 drove significantly greater GFP expression than AAV2 across a dose range of 10^6 to 10^9 particles, with significant signal appearing as early as day 2 at higher doses, while AAV2 reached significance only at the highest dose after 5 days. Quantitative PCR corroborated the fluorescence data: five days after exposure to 10^8 particles, PLAT-normalized vector genome abundance averaged 146.7 copies per cell for AAV2 but 1,074.0 for AAV6 in EGF-containing medium. Notably, epidermal growth factor supplementation itself proved to be a critical experimental variable. Because AAV6 is known to use EGFR as a co-receptor for cellular entry, the team deliberately compared EGF-containing and EGF-free conditions. In neurospheres, EGF presence modified both the magnitude and temporal stability of AAV6-mediated GFP expression, and marker-defined analysis showed that EGF deprivation broadened GFP positivity across GFAP-, CD44-, Nestin-, and SOX2-positive populations, whereas under EGF-containing conditions only the Nestin-positive fraction showed significant GFP signal.
Exploratory flow cytometry from two independent experiments added an intriguing layer. GFP positivity was markedly enriched among SOX2-positive cells (40.8 percent versus 7.2 percent in SOX2-negative cells) and among cells triple-positive for CD133, Nestin, and SOX2 (41.0 percent versus 7.5 percent). The authors are careful to stress that these figures, based on limited sample numbers, are descriptive and cannot distinguish preferential vector uptake from differences in population abundance, survival, or promoter activity. Still, the pattern suggests that the most stem-like, aggressive cellular states within a glioblastoma may be among those most efficiently engaged by AAV6—a hypothesis with obvious therapeutic implications if it can be confirmed with larger datasets and mechanistic studies.
The most sobering results came from the tissue slice cultures. Overall GFP readouts were comparable to, or in some cases higher than, those in neurospheres, but interpatient variability was dramatically greater. Some patient specimens transduced robustly; others showed little or no detectable GFP despite identical conditions. Mean fluorescence intensities of 4,989 for AAV2, 4,232 for AAV6, and 6,448 for AAV6 without EGF in slice cultures contrasted with far lower values in matched neurospheres, but the spread between patients was wide enough that no single-patient result could be generalized. The authors argue that this variability should not be dismissed as experimental noise. Instead, it may represent a biologically faithful reflection of the heterogeneity that any real-world gene therapy for glioblastoma would confront. A vector that performs uniformly in a homogeneous spheroid panel may still fail in a substantial fraction of patients, and only multi-patient tissue-based validation can expose that vulnerability before clinical translation.
Spatial analysis added another dimension. In neurospheres, GFP-positive cells clustered predominantly at the spheroid periphery, consistent with diffusion-limited vector transport through densely packed three-dimensional tissue, although the authors caution that GFP fluorescence reflects the downstream consequence of delivery and expression rather than physical particle penetration itself. Slice cultures showed a more homogeneous distribution of fluorescence across the tissue, an effect not associated with preferential vascular localization and therefore likely driven by preserved microarchitecture rather than vascular entry routes. Equally notable was the observation of occasional GFP-positive cells in two samples of adjacent non-neoplastic brain tissue, a preliminary but cautionary signal that off-target transduction of tumor-adjacent cells can occur under experimental conditions, consistent with the broad central nervous system tropism of naturally occurring AAV serotypes.
The study’s self-imposed limitations are candidly acknowledged. Vector dose escalation could not be performed in slice cultures because of limited tissue availability, preventing fully matched comparisons between models. Flow cytometric findings rested on only two experiments. Vector genome quantification cannot distinguish entry, trafficking, persistence, or processing, and GFP expression additionally depends on transcription and translation. Slice cultures themselves, while architecturally faithful, remain ex vivo systems that cannot reproduce systemic immunity, vascular dynamics, or long-term tumor evolution. The significant increase in SOX2 expression observed in neurospheres after AAV6 treatment without EGF likewise supports an association rather than a demonstrated causal effect of vector exposure on tumor-cell state.
What the study ultimately delivers is a framework rather than a verdict. The authors explicitly do not claim that both models are mandatory for every preclinical AAV program, nor that either predicts in vivo performance. Instead, they advocate a question-driven approach: neurospheres, with their lower variability and experimental tractability, are well suited to initial serotype screening and dissection of tumor-cell-intrinsic effects; candidate vectors that pass that filter can then be challenged against panels of slice cultures from multiple patients, where preserved architecture, stromal and vascular compartments, and honest interpatient heterogeneity reveal how performance holds up in tissue that more closely resembles what a surgeon would leave behind in a resection cavity. In a disease where nearly every promising preclinical result has eventually collided with clinical reality, the insistence that model selection itself is a determinant of apparent vector efficacy may prove to be one of the more consequential methodological messages glioblastoma gene therapy has received in years.
Subject of Research: Preclinical evaluation of AAV-mediated gene delivery in patient-derived glioblastoma cultures
Article Title: Patient-derived tissue cultures complement neurospheres for preclinical evaluation of AAV-mediated gene delivery in glioblastoma
Article References: Köhler, F., Hess, K., Koloske, C., Gaunitz, F., Rosahl, S. K., Gerlach, R., & Kallendrusch, S. (2026). Patient-derived tissue cultures complement neurospheres for preclinical evaluation of AAV-mediated gene delivery in glioblastoma. Journal of Neuro-Oncology, 179(3), Article 93. https://doi.org/10.1007/s11060-026-05807-w
Image Credits: AI Generated
DOI: 10.1007/s11060-026-05807-w
Keywords: glioblastoma, AAV vectors, gene therapy, patient-derived models, neurosphere cultures, tissue slice cultures, tumor microenvironment, viral vectors, EGF, transduction, preclinical testing, gene delivery
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Nathaniel Bowman. (September 22, 2026). Tumor Slice Cultures Reveal New Pitfalls in Testing AAV Gene Therapy for Glioblastoma. Scienmag. https://scienmag.com/tumor-slice-cultures-reveal-new-pitfalls-in-testing-aav-gene-therapy-for-glioblastoma/
Nathaniel Bowman. “Tumor Slice Cultures Reveal New Pitfalls in Testing AAV Gene Therapy for Glioblastoma.” Scienmag, 22 September 2026, https://scienmag.com/tumor-slice-cultures-reveal-new-pitfalls-in-testing-aav-gene-therapy-for-glioblastoma/. Accessed 22 September 2026.
Nathaniel Bowman. “Tumor Slice Cultures Reveal New Pitfalls in Testing AAV Gene Therapy for Glioblastoma.” Scienmag. September 22, 2026. https://scienmag.com/tumor-slice-cultures-reveal-new-pitfalls-in-testing-aav-gene-therapy-for-glioblastoma/
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