Neuro-Oncology
◐ Oxford University Press (OUP)
All preprints, ranked by how well they match Neuro-Oncology's content profile, based on 36 papers previously published here. The average preprint has a 0.04% match score for this journal, so anything above that is already an above-average fit. Older preprints may already have been published elsewhere.
Arora, S.; Holland, E.; Vardharajan, S.; Taylor, M.; Sahm, F.; Mack, S. C.; Sievers, P.; Korshunov, A.; Nuechterlein, N.; Jensen, M.; Glatzer, G.
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Medulloblastoma and ependymoma are common pediatric central nervous system tumors with significant molecular and clinical heterogeneity. We collected bulk RNA sequencing data from 888 medulloblastoma and 370 ependymoma tumors to establish a comprehensive reference landscape. Following rigorous batch effect correction, normalization, and dimensionality reduction, we constructed a unified landscape to explore gene expression, signaling pathways, RNA fusions, and copy number variations. Our analysis revealed distinct clustering patterns, including two primary ependymoma compartments, EPN-E1 and EPN-E2, each with specific RNA fusions and molecular signatures. In medulloblastoma, we observed precise stratification of Group 3/4 tumors by subtype and in SHH tumors by patient age. This landscape serves as a vital resource for identifying biomarkers, refining diagnoses, and enables the mapping of new patients bulk RNA-seq data onto the reference framework to predict biology and outcome from nearest neighbor analysis facilitate accurate disease subtype identification. The landscape is accessible via Oncoscape, an interactive platform, empowering global exploration and application. One Sentence SummaryA landscape built using only Transcriptomic analysis for medulloblastoma and ependymoma reveals novel insights about subtype-specific biology.
Rajeev, A.; Veeragoni, S.; Sundar, A.
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Diffuse intrinsic pontine glioma (DIPG), now classified within diffuse midline glioma, H3K27-altered, remains a lethal pediatric brainstem tumor with limited therapeutic options. Here, we integrated public DIPG transcriptomic datasets, protein-protein interaction modeling, functional enrichment, immune deconvolution, survival analysis, and DepMap CRISPR dependency data to nominate candidate mitotic vulnerabilities. Differential expression analysis comparing 27 DIPG tumors with 6 brainstem low-grade glioma comparator samples identified a proliferative transcriptional program enriched for chromosome segregation, nuclear division, and cell-cycle pathways. Network analysis prioritized a compact mitotic hub module containing CDK1, AURKB, TOP2A, CDC20, CDCA8, and related G2/M regulators. CIBERSORT analysis of an independent DIPG cohort inferred low cytotoxic T-cell signal, consistent with an immune-cold phenotype, although immune-cell fractions require orthogonal validation. Survival analysis showed that neither inferred immune scores nor a composite mitotic hub score significantly stratified overall survival. DepMap CRISPR gene-effect data nominated CDK1, AURKB, TOP2A, and BIRC5 as candidate dependencies across brain tumor models. These findings provide a computational framework for prioritizing mitotic vulnerabilities in DIPG and support experimental validation in disease-relevant models.
Vanini, J.; Lupatini, M. M.; Brunetto, A. T.; de Farias, C. B.; Jaeger, M.; Roesler, R.
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CREB-regulated transcription coactivator 1 (CRTC1) regulates neuronal development, plasticity, and activity-dependent transcription, but its role in medulloblastoma (MB) remains poorly understood. We investigated expression of the CRTC1 gene during human cerebellar development and across pediatric brain tumors and examined its molecular and clinical associations in MB using public transcriptomic datasets. CRTC1 was broadly expressed in the developing cerebellum, with cell-state-specific variation within the granule-cell lineage. Among pediatric brain tumors, MB showed the highest median CRTC1 expression, which differed significantly among MB molecular groups and subtypes, with highest levels in Group 4 MB. High CRTC1 expression was associated with longer overall survival specifically in Group 3 {beta} MB and remained significant after correction across the 12 molecular subtypes. Within Group 3 {beta} tumors, CRTC1 expression was inversely associated with enrichment of mitochondrial and bioenergetic processes, including oxidative phosphorylation, mitochondrial organization, and mitochondrial translation, whereas CRTC1-high and CRTC1-low tumors displayed distinct transcriptional profiles. CRTC1 was also associated with selected cell-type-related transcriptional signatures related to the tumor microenvironment. These findings identify CRTC1 as a marker of biologically and clinically relevant transcriptional heterogeneity in Group 3 {beta} MB and support further investigation of its functional and prognostic significance.
Tzaridis, T. D.; Liu, J.; Chien, F. L.; Malhotra, A.; Zhu, D.; Gershon, I.; Zhang, H.; Velazquez Vega, J. E.; Schniederjan, M.; Sposito, T.; Adams, P. D.; Allen, J. E.; Prabhu, V. V.; Wechsler-Reya, R.; MacDonald, T. J.
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BackgroundMedulloblastoma is the most common malignant pediatric brain tumor, and has an urgent need for novel treatment approaches. Dordaviprone (ONC201) and its chemical derivative with nanomolar potency, ONC206, induce apoptosis of cancer cells by activation of the mitochondrial caseinolytic protease P (ClpP). ONC206 is currently in Phase I clinical trials for pediatric patients with primary brain tumors. MethodsIn this study, we evaluated the preclinical therapeutic effects of ONC206 in medulloblastoma and investigated its mechanism of action. ResultsWe found evidence for high expression of ClpP at both the RNA and protein level in medulloblastoma tumors, compared to very low expression in normal brain tissue. In addition, we saw a pronounced reduction in cell viability of human Group 3 and Group 4 and murine SHH-driven and Group 3 medulloblastoma cells treated with ONC206 with low IC-50s. After treatment with ONC206, we observed an induction of integrated stress response and mitochondrial damage. To test the efficacy of ONC206 in vivo, we used murine models of SHH-driven and Group 3 medulloblastoma as well as Group 3 and Group 4 patient-derived xenografts (PDXs). ONC206 led to a significant prolongation of survival in both murine models, with the SHH mice demonstrating survival extension from 70 to 140 days. PDX-bearing mice also responded to ONC206, which led to a significant survival benefit. ConclusionOur results highlight ONC206 as a novel therapeutic option for patients with high-risk medulloblastoma and provide strong rationale for testing the efficacy of ONC206 in the treatment of these patients. Key points (2-3)ONC206 potently kills medulloblastoma cells by inducing integrated stress response and mitochondrial damage. ONC206 prolongs survival of medulloblastoma-bearing mice in both murine and patient-derived xenograft models. Importance of studyThere is an unmet need for better therapies for high-risk medulloblastoma patients. ONC201 has shown promising responses and recently received FDA approval for diffuse midline glioma. ONC206 is a chemical derivative with higher potency and better brain penetrance. In this study, we analyzed the therapeutic potential of ONC206 for high-risk medulloblastoma and found that the drug effectively killed mouse and human medulloblastoma cells with high nanomolar potency. We also saw that ONC206 very significantly prolonged survival of medulloblastoma-bearing mice, both in genetically engineered mouse models and patient-derived xenografts. Our study provides a strong rationale for testing the efficacy of ONC206 in the treatment of patients with medulloblastoma and has set the stage for a clinical trial with this agent in pediatric patients with recurrent malignant brain tumors, including medulloblastoma (NCT04732065).
Arora, S.; Szulzewsky, F.; Jensen, M.; Nuechterlein, N.; Pattwell, S. S.; Holland, E. C.
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In order to better understand the relationship between normal and neoplastic brain, we combined five publicly available large-scale datasets, correcting for batch effects and applying Uniform Manifold Approximation and Projection (UMAP) to RNA-seq data. We assembled a reference Brain-UMAP including 702 adult gliomas, 802 pediatric tumors and 1409 healthy normal brain samples, which can be utilized to investigate the wealth of information obtained from combining several publicly available datasets to study a single organ site. Normal brain regions and tumor types create distinct clusters and because the landscape is generated by RNA seq, comparative gene expression profiles and gene ontology patterns are readily evident. To our knowledge, this is the first meta-analysis that allows for comparison of gene expression and pathways of interest across adult gliomas, pediatric brain tumors, and normal brain regions. We provide access to this resource via the open source, interactive online tool Oncoscape, where the scientific community can readily visualize clinical metadata, gene expression patterns, gene fusions, mutations, and copy number patterns for individual genes and pathway over this reference landscape.
Islam, Z.; Zhou, L.; El-Deiry, W. S.
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Histone H3-G34R and H3-K27M mutations define distinct diffuse high-grade glioma subtypes diffuse hemispheric glioma (DHG), midline (DMG), and pontine gliomas (DIPG). We characterized pathway-architectures using cBioPortal and pedcBioPortal for H3-G34R (n=112) and H3-K27M (n=727) mutated-gliomas, co-mutations, copy numbers (CNA), and variant data (n=112/727, n=86/578, n=51/313). We evaluated altered-genes as oncogenic by OncoKB, Gene-Ontology (GO) heatmaps and process-enrichment using clusterProfiler (Benjamini-Hochberg-adjusted p<0.05). H3-G34R-gliomas harbored near-universal TP53 (94.1%), ATRX (81.4%) co-mutations and PDGFRA alteration (54.9% mutation; 17.1% amplification) within 4q12 amplicon that includes KIT and KDR. Pathway-enrichment converged on G1/S cell-cycle checkpoints, and epigenetic regulation, driven principally by TP53, ATRX, PTEN, BCOR, TERT, FBXW7, and PPM1D. CDK6 amplification was rare (2.6%), despite H3-G34R association with CDK6-dependency including benefit from CDK4/6 inhibition. H3-K27M-gliomas displayed PI3K/AKT pathway activation (PIK3CA, 14.9%; NF1, 13.3%; PDGFRA, 10.8%, PIK3R1, 7.8%; PTEN, 5.7%) and developmental signatures through NF1, PTEN, and SOX10 (4.95%) mutations. TP53 (62.2%) and ATRX (21.2%) co-mutations were less frequent in H3-K27M versus H3-G34R, while PPM1D was H3-K27M-enriched (19.3%). MGMT promoter methylation occurred frequently in H3-G34R (65.2%, 15/23) versus H3-K27M-gliomas (5.4%, 4/74), despite genome-hypomethylation of H3-G34R. H3-G34R-gliomas, unlike H3-K27M, upregulated ganglionic GSX2, DLX1, DLX2, and FOXG1. SOX10 was upregulated in H3-K27M-gliomas, versus H3-G34R. Lack of MGMT methylation in H3-K27M-gliomas correlates with temozolomide resistance; we previously reported imipridones ONC201/ONC206 reduce MGMT, EZH1 and EZH2 expression in H3-K27M-glioma cells. Divergent PDGFRA-mutations among MGMT-methylated versus unmethylated H3-G34R-gliomas warrants investigation of PDGFRA-signaling and epigenetic regulation. Our findings suggest divergent precision oncology therapeutic strategies to exploit unique vulnerabilities in H3-K27M and H3-G34R-gliomas.
Bondy, M. L.; Noor, H.; Tsavachidis, S.; Fukumura, K.; Ostrom, Q. T.; Walsh, K. M.; Peng, B.; Muzny, D. M.; Korchina, V.; Nabors, B.; Norberg, L.; Desjardins, A.; Ritchie, J.; Horbinski, C.; Perez, A.; Tadimeti, V.; Mandel, J.; Wrensch, M.; Bale, T. A.; Orlow, I.; Hu, J.; Doddapaneni, H.; Liu, X.; Momin, Z.; Motewar, P.; Armstrong, G.; Woods, M.; Bernstein, J. L.; Amos, C. I.; Huse, J. T.
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BackgroundMost genomic studies of adult-type diffuse gliomas have focused on predominantly European ancestry populations, limiting the generalizability of molecular classifications and precision medicine approaches. We assembled a multi-institutional glioma cohort of diverse patients to investigate how germline ancestry, molecular subtypes, and mutational processes shape tumor biology and clinical outcomes. MethodsWe analyzed 1,102 adults with WHO 2021-classified diffuse gliomas (IDH-mutant, 1p/19q-codeleted oligodendroglioma; IDH-mutant astrocytoma; IDH-wildtype glioma) from seven U.S. institutions. Whole-exome sequencing (WES) of FFPE tumors identified somatic alterations and COSMIC SBS v3.2 mutational signatures. Genetic ancestry was estimated from WES using 1000 Genomes reference populations. Overall survival was assessed using Kaplan-Meier and multivariable models. ResultsThe cohort included 66.9% European (EUR), 21.1% Admixed American/Hispanic (AMR), 10.3% Admixed African (AFR), and 1.6% Asian (AS) ancestry. Survival followed expected molecular hierarchy (median overall survival: oligodendroglioma 15.7 years, astrocytoma 10.6 years, IDH-wildtype glioma 1.9 years). Within oligodendroglioma, AMR patients showed improved survival versus EUR (HR 0.67, 95% CI 0.48-0.94; p=0.011), with similar trends across subtypes. Somatic profiling confirmed canonical subtype-defining alterations and revealed higher ATRX alterations in AFR and AMR IDH-wildtype tumors compared with EUR. ATRX alterations were associated with improved survival only in AFR (p=0.003). Mutational signature analysis identified subtype-specific signatures, including therapy-associated signatures. Chemotherapy-related signatures were more frequent in EUR and AMR than in AFR. ConclusionsThis ancestrally diverse glioma cohort confirms established molecular classifications and identifies ancestry-associated differences in survival, somatic alterations, and mutational processes, indicating the critical need for broad representation to inform precision neuro-oncology. Key PointsO_LIA multi-institutional glioma cohort validates subtype and survival patterns across ancestries. C_LIO_LITherapy-associated mutational signatures differ by ancestry, suggesting distinct treatment-related mutational processes. C_LIO_LIAdmixed American patients show improved survival, particularly in oligodendroglioma. C_LI Importance of the StudyMost genomic studies of adult-type diffuse glioma have focused on populations of predominantly European ancestry which limits the ability to examine variation in tumor biology and clinical outcomes across populations. In this study, we assembled one of the largest ancestrally diverse cohorts of molecularly characterized adult diffuse gliomas, integrating germline ancestry inference with tumor whole-exome sequencing and mutational signature analysis. We confirm that established molecular classifications and survival hierarchies remain robust across ancestry groups. However, we also identified ancestry-associated differences in survival within specific tumor subtypes, higher ATRX alteration frequencies in African American and admixed American patients with IDH-wildtype tumors, and variation in therapy-associated mutational signatures across ancestry groups. These findings highlight the importance of incorporating population differences into genomic studies of glioma and provide a resource for future multi-ancestry investigations of glioma risk, tumor evolution, and treatment response, ultimately supporting more inclusive precision neuro-oncology.
Rajendran, A.; Haldipur, P.; Arora, S.; Grama, K.; Subramanian, S. S.; Galan, L. M.; Johnson, D.; Aldinger, K. A.; Shendure, J.; Millen, K. J.; Gennari, J. H.; Pattwell, S. S.
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The cerebellar rhombic lip generates cerebellar progenitors and neurons that ultimately differentiate to comprise over half of all neurons in the adult human brain. Standard clustering approaches often fragment or miss rhombic lip progenitor populations entirely due to their transient nature, small size, and rapid state transitions, leaving fundamental questions unanswered about normal cerebellar development and how such processes may be hijacked in pediatric brain cancer. Medulloblastoma, the most common malignant pediatric brain tumor, affects approximately 500 children annually in the United States with overall survival rates varying dramatically by subgroup. Sonic hedgehog (SHH) medulloblastoma, comprising 25-30% of cases, arises from rhombic lip-derived granule neuron precursors (GNP) within the external granule layer (EGL) and has particularly poor outcomes in several subtypes (5-year survival [~]41%). Using our topic modeling framework on over one million fetal cerebellar nuclei, we identify proliferative rhombic lip and EGL states that bifurcate into distinct glial and neuronal lineages through intermediate progenitors and capture a portion of the developmental spectrum form outer EGL (oEGL) proliferation through inner EGL (iEGL) differentiation. These developmental signatures (topics) persist in medulloblastoma, validating GNP origins of SHH tumors and revealing age-specific molecular programs that correspond to distinct stages of EGL development within SHH subtypes. Our transferable framework enables systematic comparison of developmental and disease states across technologies without data integration, solving a fundamental challenge as genomic atlases expand.
Simoes, R. d. L. S.; Marcao, M.; Santos, E. d. S.; Uyemura, S. A.; Malta, T. M.
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Gliomas are complex and heterogeneous primary brain tumors with a high degree of therapeutic resistance, particularly glioblastomas, which carry a poor prognosis. Cellular plasticity and stem cell-like features, or "stemness," are increasingly recognized as key contributors to tumor progression and treatment resistance. In this study, we introduce two machine-learning-based prediction models designed to assess stemness in glioma samples using bulk gene expression data. One model captures fetal astrocyte characteristics (ASTsi), while the other identifies glioma stem cell traits (GSCsi). ASTsi was notably correlated with poor prognosis in IDHmut gliomas, whereas GSCsi was more indicative of stemness in IDHwt subtypes. Longitudinal data analysis showed that IDHwt and grade IV gliomas exhibit shifts in stemness indices upon recurrence, suggesting a phenotypic change linked to therapy resistance. Additionally, single-cell transcriptomic analysis confirmed that GSCsi can detect stem-like cell subsets in IDHwt gliomas. This approach enhances our understanding of glioma heterogeneity and reveals potential therapeutic targets.
Sears, T. K.; Coe, L.; Chaliparambil, R.; Wang, W.; Gomez, M.; McCord, M.; Li, A.; Gueble, S.; bindra, r.; Horbinski, C.
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Mismatch repair (MMR) deficiency contributes to temozolomide (TMZ) resistance in a subset of isocitrate dehydrogenase 1/2 mutant (IDHmut) gliomas, creating a need for therapies that retain activity despite MMR loss. We evaluated the novel interstrand crosslinking agent KL-50, alone and in combination with the histone deacetylase inhibitor belinostat, in patient-derived IDHmut glioma models. MSH6 knockout or constitutive expression established four matched MMR-proficient and MMR-deficient culture models. Drug responses were assessed using live cell count and cytotoxicity assays, and KL-50 monotherapy was tested in intracranial BT142 orthotopic xenografts. LOEWE synergy analysis, RNA sequencing, and a genome-wide CRISPR knockout screen assessed combination activity and potential mechanisms. MMR deficiency increased TMZ GI values 2.2- to 30.4-fold, whereas KL-50 retained antiproliferative activity and showed enhanced cytotoxicity in selected MMR-deficient models. In TMZ-naive, MMR-proficient BT142 xenografts, KL-50 increased median survival from 107.5 to 194 days. Two of eight treated mice had no histologically detectable residual tumor after 220 days post-engraftment. KL-50 and belinostat exhibited synergistic cytotoxicity in BT142, 905, and TS603 IDHmut glioma cultures. Transcriptomic gene ontology analyses identified downregulation of DNA repair pathways following histone deacetylase inhibition, including terms for homologous recombination and double-strand break repair. The CRISPR screen identified depletion of PKMYT1-targeting gRNAs during KL-50 treatment, implicating this mitotic checkpoint kinase as a candidate determinant of drug sensitivity. PKMYT1 expression was also reduced by histone deacetylase inhibition. These findings support further preclinical development of KL-50, alone and in combination with belinostat, for IDHmut gliomas including tumors with MMR-associated TMZ resistance.
Verheul, C.; Ntafoulis, I.; Kers, T.; Hoogstrate, Y.; Mastroberardino, P.; Barnhoorn, S.; Payan, C.; Tching Chi Yen, R.; Struys, E.; Koolen, S.; Dirven, C.; Leenstra, S.; French, P.; Lamfers, M.
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BackgroundMutations of the isocitrate dehydrogenase (IDH) gene occur in over 80% of low-grade gliomas and secondary glioblastomas. Despite considerable efforts, endogenous in vitro IDH-mutated glioma models remain scarce. Availability of these models is key for the development of new therapeutic interventions. MethodsCell cultures were established from fresh tumor material and expanded in serum-free culture media. D-2-Hydroxyglutarate levels were determined by mass-spectrometry. Genomic and transcriptomic profiling were carried out on the Illumina Novaseq platform, methylation profiling was performed with the Infinium MethylationEpic BeadChip array. Mitochondrial respiration was measured with the Seahorse XF24 Analyzer. Drug screens were performed with an NIH FDA-approved anti-cancer drug set and two IDH-mutant specific inhibitors. ResultsA set of twelve patient-derived IDHmt cell cultures was established. We confirmed high concordance in driver mutations, copy number and methylation profiles between the tumors and derived cultures. Homozygous deletion of CDKN2A/B was observed in all cultures. IDH-mutant cultures had lower mitochondrial reserve capacity. IDH-mutant specific inhibitors did not affect cell viability or global gene expression. Screening of 107 FDA-approved anti-cancer drugs identified nine compounds with potent activity against IDHmt gliomas, including three compounds with favorable pharmacokinetic characteristics for CNS penetration: teniposide, omacetaxine mepesuccinate, and marizomib. ConclusionsOur twelve IDH-mutant cell cultures show high similarity to the parental tissues and offer a unique tool to study the biology and drug sensitivities of high-grade IDHmt gliomas in vitro. Our drug screening studies reveal lack of sensitivity to IDHmt inhibitors, but sensitivity to a set of nine available anti-cancer agents. Key pointsO_LIIDHmt glioma cultures closely resemble their parental tumors C_LIO_LIMicroscopic monitoring of early passages and colony isolation increases IDH1mt culture success C_LIO_LIDrug screening identified nine candidate repurposed drugs for IDHmt glioma C_LI Importance of the studyIDH-mutations are highly prevalent in low grade and secondary high-grade gliomas. Despite this high frequency however, very few in vitro models have been reported for IDH-mutated gliomas. In this manuscript we describe and characterize in detail twelve primary cultures from IDH-mutant astrocytomas. We show that these cultures retain most of the genetic, epigenetic and metabolic features of their respective parental tumors. Because of these similarities, these independent model systems will not only help understand the molecular defects driven by the mutation, but are also vital to identify means to target these tumors. Screening of 107 FDA-approved anti-cancer agents on these cultures identified a set of highly effective agents that may offer candidates for either systemic or assisted delivery treatment of this tumor subtype.
Ballard, C. A. P.; Goff, K. M.; Patel, M. P.; Walsh, K. M.; Monje, M.; Ostrom, Q. T.
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Glioblastoma hijacks neuronal pathways to drive tumor growth, and drugs affecting the function of these pathways may potentiate survival gains. Recent studies have suggested clinical benefits with post-diagnostic use of gabapentin. We assessed the impact of taking gabapentin after glioblastoma diagnosis utilizing an active comparator model in a population-based dataset of older adults in the United States. We leveraged a cohort of glioblastoma patients >65 years old who received resection, radiation, and temozolomide from the Surveillance, Epidemiology and End Results data paired with Medicare claims. Those receiving post-diagnostic gabapentin (TMZ+G) were compared to those receiving standard of care treatment only (TMZ), and two active comparators (duloxetine [TMZ+D], and levetiracetam [TMZ+L]). Association between medication use and overall survival was assessed using cox proportional hazards models adjusted for known prognostic factors. Out of 2,494 individuals, 797 (32%) received TMZ, 146 (5.9%) received TMZ+G, 38 (1.5%) received TMZ+D, and 1,513 (60.7%) received TMZ+L. Median survival among those receiving TMZ (10 months) as compared to all other groups (TMZ+G=16.3 months, TMZ+D=16 months; TMZ+L=13.0 months). TMZ+G was associated with 47% decrease in hazard of death (p<0.001) compared to TMZ, and a 32% decrease (p<0.001) compared to TMZ+L. Women had a 43% decrease in hazard of death (p<0.001) in TMZ+G as compared to TMZ+L, while this difference was non-significant in men (p=0.204). These results show survival benefit associated with gabapentin and supports ongoing work therapeutically targeting neuron-glioma interactions.
Akeret, K. S.; Vasella, F.; Staartjes, V. E.; Velz, J.; Mueller, T.; Neidert, M.; Weller, M.; Regli, L.; Serra, C.; Krayenbuehl, N.
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In contrast to most other tumors, the anatomical extent of brain tumors is not objectified and quantified through staging. Staging systems are built on the understanding of the anatomical sequence of tumor progression and its relation to histopathological dedifferentiation and survival. While major advances in the understanding of primary brain tumors at a histological, cellular and molecular level have been achieved in recent decades, our understanding at a macroscopic anatomical level is limited. The aim of this study was to describe the anatomical phenotype of the most frequent brain tumor entities based on topographic probability and growth behavior analysis. The association of anatomical tumor features with survival probability was assessed and a prototypical staging system for WHO grade II-IV glioma was proposed based on the hypothesized anatomical sequence of tumor progression. The analysis is based on data from a consecutive cohort of 1000 patients with first diagnosis of a primary or secondary brain tumor. On preoperative MRI, the relative tumor density (RTD) of different topographic, phylogenetic and ontogenetic parcellation units was derived through normalization of the relative tumor prevalence to the relative volume of the respective structure. While primary central nervous system lymphoma (PCNSL) showed a high RTD along white matter tracts, the RTD in metastases was highest along terminal arterial flow areas. Neuroepithelial tumors (NT) demonstrated a high and homogeneous RTD along all sectors of the ventriculo-cortical axis, avoiding adjacent units, consistent with a transpallial behavior within phylo-ontogenetic radial units. Additionally, the topographic probability in NT correlated with morphogenetic processes of convergence and divergence of radial units during phylo- and ontogenesis. The anatomical tumor growth behavior was analyzed by comparing pre- and postoperative MRI, showing that a ventriculofugal growth dominates in NT. With progressive histopathological dedifferentiation of NT, a gradual deviation from this neuroepithelial anatomical behavior was found. By comparing survival probability, we identified prognostically critical steps in the anatomical behavior of NT. Based on a hypothesized sequence of anatomical tumor progression, we developed a three-level prototypical staging system for WHO grade II-IV glioma. This staging system proved to be accurate across histological, molecular, radiomorphological and clinical strata based on Kaplan Meier curves and multivariable survival analysis. Similar to staging systems for other tumors, a staging system such as this one may have the potential to inform stage-adapted treatment decisions.
Gutova, M.; Ma, E.; Natri, H. M.; Sepulveda, S.; Mankame, S.; Uyematsu, S.; Hibbard, J.; Aftabizadeh, M.; Ma, X.; Starr, R.; Aguilar, B.; Ostberg, J.; Feldman, L.; D'Apuzzo, M.; Banovich, N.; Barthel, F.; Badie, B.; Brown, C.
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Background: Pediatric and adult brain tumors, including glioblastoma, astrocytoma, ependymoma, and medulloblastoma, remain associated with poor prognosis despite advances in surgery, radiation, and chemotherapy. Therapeutic resistance, tumor heterogeneity, and treatment-related toxicity highlight the need for clinically relevant models that enable precision medicine and immunotherapy development. Methods: Freshly dispersed tumors (FDTs), low-passage patient-derived brain tumor (PBT) spheroid lines, and matched patient-derived xenograft (PDX) models were established from patients with primary brain tumors. Models were characterized using single-cell and bulk RNA sequencing, whole-exome sequencing, multiparameter flow cytometry, and immunohistochemistry. PBTs were compared with matched FDTs to evaluate model fidelity. Results: PBT lines were established in approximately 68% of cases and retained key patient-specific genomic alterations, including IDH1, MGMT, TP53, and PTEN, with expression of therapeutically relevant targets, including IL13R2, EGFR, HER2, WNT1, JAK1/2, and NOTCH1-4. Gene expression profiles of PBTs closely correlated with matched FDTs (R = 0.38, P = 0.0038). PBT and PDX models preserved intratumoral heterogeneity and non-clonal populations, enabling identification of therapy-resistant subclones during in vitro selection. Molecular analyses identified Stearoyl-CoA Desaturase1 (SCD1) as an overexpressed biomarker across glioma PBTs and matched patient tumors. Ingenuity Pathway Analysis identified SCD1 as an upstream regulator of EGFR-, TP53-, and CYCS-associated signaling networks implicated in tumor progression and immune suppression. Conclusions: Clinically relevant PBT and matched PDX models recapitulate molecular, transcriptional, and histopathological characteristics of primary brain tumors. These platforms provide tools for biomarker discovery, therapeutic testing, and precision immunotherapy development, while identifying SCD1 as a biomarker and therapeutic target in glioma.
Tesileanu, M.; Vallentgoed, W.; Sanson, M.; Taal, W.; Clement, P.; Wick, W.; Brandes, A.; Baurain, J.-F.; Chinot, O.; Wheeler, H.; Gill, S.; Griffin, M.; Rogers, L.; Ruda, R.; Weller, M.; McBain, C.; Reijneveld, J.; Enting, R.; Caparrotti, F.; Lesimple, T.; Clenton, S.; Gijtenbeek, A.; Lim, E.; de Vos, F.; Mulholland, P.; Taphoorn, M.; de Heer, I.; Hoogstrate, Y.; de Wit, M.; Boggiani, L.; Venneker, S.; Oosting, J.; Bovee, J.; Erridge, S.; Vogelbaum, M.; Nowak, A.; Mason, W.; Kros, J.; Wesseling, P.; Aldape, K.; Jenkins, R.; Dubbink, H.; Baumert, B.; Golfinopoulos, V.; Gorlia, T.; van den Bent
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Somatic mutations in the isocitrate dehydrogenase genes IDH1 and IDH2 occur at high frequency in several tumour types. Even though these mutations are confined to distinct hotspots, we show that gliomas are the only tumour type with an exceptionally high percentage of IDH1R132H mutations. This high prevalence is important as IDH1R132H is presumed to be relatively poor at producing D-2-hydroxyglutarate (D-2HG) whereas high concentrations of this oncometabolite are required to inhibit TET2 DNA demethylating enzymes. Indeed, patients harbouring IDH1R132H mutated tumours have lower levels of genome-wide DNA-methylation, and an associated increased gene expression, compared to tumours with other IDH1/2 mutations ("non-R132H mutations"). This reduced methylation is seen in multiple tumour types and thus appears independent of site of origin. For 1p/19q non-codeleted glioma patients, we show that this difference is clinically relevant: in samples of the randomised phase III CATNON trial, patients harbouring non-R132H mutated tumours have better outcome (HR 0.41, 95% CI [0.24, 0.71], p=0.0013). Non-R132H mutated tumours also had a significantly lower proportion of tumours assigned to prognostically poor DNA-methylation classes (p<0.001). IDH mutation-type was independent in a multivariable model containing known clinical and molecular prognostic factors. To confirm these observations, we validated the prognostic effect of IDH mutation type on a large independent dataset. The observation that non-R132H mutated 1p/19q non-codeleted gliomas have a more favourable prognosis than their IDH1R132H mutated counterpart is clinically relevant and should be taken into account for patient prognostication. Single sentence summaryAstrocytoma patients with tumours harbouring IDH mutations other than p.R132H have increased DNA methylation levels and longer survival
Cardenas, A.; Sutlief, S.; Pajonk, F.
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BackgroundGlioblastoma (GB) is a highly aggressive and treatment-resistant brain cancer with poor prognosis. Surgical resection followed by radiotherapy (RT) with the chemotherapeutic, temozolomide (TMZ), is the standard GB treatment; yet recurrence often occurs. GB is organized hierarchically with a small population of radiation-resistant glioma-initiating cells (GICs) that self-renew and drive tumor growth. Importantly, RT can induce a subset of cells from non-tumor-initiating into glioma-initiating cells (iGICs). Both GICs and iGICs contribute to tumor recurrence and therapy resistance. Thus, without effective elimination of non-tumorigenic GB and prevention or targeting of GICs, a cure is unlikely. The objective of this study is to identify small molecules that block RT-induced phenotypic conversion to occur. MethodWe conducted a high-throughput screen of NCIs Cancer Therapy Evaluation Program (CTEP) compounds with evidence for crossing the blood-brain-barrier. To identify "stemness" or reprogramming of cells, we transduced GB cell lines representing each TCGA subtype to express a fluorescent reporter for proteasomal activity that distinguishes non-tumor-initiating cells from GICs. We tested CTEP agents at 10 different concentrations in combination with radiation. ResultsOur results identified selumetinib as a candidate compound that effectively prevents radiation-induced phenotype conversion. Furthermore, in combination with radiation, selumetinib decreased stem cell maintenance in GICs with differential effects on viability in non-tumorigenic cells. ConclusionTaken together, these findings suggest that repurposing FDA-approved compounds alongside current therapies may effectively target the cellular and molecular heterogeneity of GB--and because these agents are already clinically approved, this approach can be rapidly implemented in the clinic.
Ayad, N. G.; Jangde, N.; Lee, M. H.; Ruiz, L.; Egan, I.; Jermakowicz, A.; Wynn, D.; Goka, E.; Lippman, M.; Robbins, D. J.
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Medulloblastoma (MB) is the most common malignant primary pediatric brain tumor. Current therapies are ineffective for targeting proliferation, leptomeningeal migration, and metastasis of MB cancer cells to visceral organs and therefore, novel treatments are needed. The small GTPase, RAC1, has emerged as an important regulator of actin cytoskeletal dynamics, proliferation, and migration in several cancers. However, it has not been characterized in MB and no clinical drug candidates have been described for RAC1 in MB. Here we demonstrate that RAC1 levels are higher in MB tissue relative to normal cerebellum. Further, RAC1 depletion significantly reduces proliferation and migration of Shh-MB cells in vitro. Mechanistically, RAC1 controls the mRNA and protein levels of the main transcription factors in the Shh pathway, GLI1 and GLI2. RAC1 binds to the GLI1 promoter highlighting a novel role in transcriptional regulation in Shh-dependent cancers. We demonstrate that the RAC1 inhibitor, GYS32661, is brain penetrant, and reduces MB growth and increases mouse survival in an orthotopic model of Shh-MB. Importantly, GYS32661 is a non-toxic clinical candidate, suggesting that it may be a novel potential drug for the treatment of either the pediatric or adult forms of MB. Collectively, our studies identify RAC1 as a druggable target in Shh-dependent MB. Graphical abstractRAC1 controls Shh-MB progression by binding to the GLI1 promoter. Graphical abstract demonstrating RAC1 localizes to the nucleus and binds to the GLI1 promoter and plays an important role in its transcription. RAC1 genetic or GYS32661 mediated inhibition leads to RAC1 dissociation from the GLI1 promoter and transcriptional repression of Shh-MB biomarkers GLI2, DNMT1 and UHRF1. This eventually causes inhibition of Shh-MB tumor cell proliferation and migration, which leads to a decrease in Shh-MB development. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=118 SRC="FIGDIR/small/655563v2_ufig1.gif" ALT="Figure 1"> View larger version (37K): org.highwire.dtl.DTLVardef@e4def9org.highwire.dtl.DTLVardef@1eab826org.highwire.dtl.DTLVardef@dfe68borg.highwire.dtl.DTLVardef@198efb9_HPS_FORMAT_FIGEXP M_FIG C_FIG
Kernbach, J. M.; Delev, D.; Neuloh, G.; Clusmann, H.; Bzdok, D.; Eickhoff, S. B.; Staartjes, V. E.; Vasella, F.; Weller, M.; Regli, L.; Serra, C.; Krayenbuehl, N.; Akeret, K.
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BackgroundThe current WHO classification integrates histological and molecular features of brain tumors. The aim of this study was to identify generalizable topological patterns with the potential to add an anatomical dimension to the classification of brain tumors. MethodsWe applied non-negative matrix factorization as an unsupervised pattern discovery strategy to the fine-grained topographic tumor profiles of 936 patients with primary and secondary brain tumors. From the anatomical features alone, this machine learning algorithm enabled the extraction of latent topological tumor patterns, termed meta-topologies. The optimal parts-based representation was automatically determined in 10,000 split-half iterations. We further characterized each meta-topologys unique histopathologic profile and survival probability, thus linking important biological and clinical information to the underlying anatomical patterns ResultsIn primary brain tumors, six meta-topologies were extracted, each detailing a transpallial pattern with distinct parenchymal and ventricular compositions. We identified one infratentorial, one allopallial, three neopallial (parieto-occipital, frontal, temporal) and one unisegmental meta-topology. Each meta-topology mapped to distinct histopathologic and molecular profiles. The unisegmental meta-topology showed the strongest anatomical-clinical link demonstrating a survival advantage in histologically identical tumors. Brain metastases separated to an infra- and supratentorial meta-topology with anatomical patterns highlighting their affinity to the cortico-subcortical boundary of arterial watershed areas. ConclusionsUsing a novel data-driven approach, we identified generalizable topological patterns in both primary and secondary brain tumors Differences in the histopathologic profiles and prognosis of these anatomical tumor classes provide insights into the heterogeneity of tumor biology and might add to personalized clinical decision making.
Wang, S.; Ouyang, C.; Zook, H. N.; D'Apuzzo, M.; Ku, H. T.; Wu, X.; Baker, A. S.; Hao, Y.; Brewster, B.; Berens, M.; Badie, B.; Brown, C. E.; Barish, M. E.
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ABSTRACT Background: High grade glioma (HGG), encompassing IDH-wildtype glioblastoma (CNS WHO grade 4), diffuse midline glioma (CNS WHO grade 4), oligodendroglioma (IDH-mutant and 1p/19q-codeleted) CNS WHO grade 3, together with IDH-mutant astrocytoma of CNS grade 3 and grade 4, represents the most lethal group of adult diffuse gliomas. Despite significant efforts, obtaining improvements in patient survival has been limited, in part, by difficulties in comprehensive ex vivo modeling of the complexities of HGG. Although organotypic slice cultures and other platforms have shown promise, existing models often fail to capture the intrinsic cellular heterogeneity, microenvironment, and architecture of HGG, restricting investigations into their fundamental biology as well as design of novel therapeutics. Methods: We developed a patient-derived HGG organotypic slice culture (GOSC) platform demonstrating long-term preservation of intrinsic tumor characteristics. Vibratome-sectioned slices were cultured in defined medium under conditions approximating those in situ: reduced oxygen (4%), low glucose (2.5 mM), and no added growth factors. The characteristics of GOSCs after 28 days in culture, including expression of immunotherapy targets, were compared to parental tumors using histological staining, immunofluorescence, multiplexed PhenoCycler (CODEX) imaging, bulk RNA-seq expression profiling, and CAR T cell killing assays. Results: GOSCs preserved the histopathology, cell heterogeneity, tumor microenvironment, and tissue architecture of their parental tumors throughout at least 28 days in culture. Importantly, GOSCs retained parental patterns of immunotherapy target expression, and CAR T cells co-cultured with GOSCs demonstrated target-specific killing consistent with parental tumors. Conclusions: This ex vivo GOSC platform offers long-term preservation of the cellular and structural properties of parental HGG tumors, thereby providing a robust tool for extended preclinical studies, and facilitating development and evaluation of advanced tumor-targeting strategies.
Dubey, S.; Yu, G.; Aboul-Hosn, R.; Tse, C.; Nathanson, D. A.; Lai, A.; Vossel, K.; Rodriguez, F. J.
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While CDKN2A loss is classically associated with cell cycle deregulation through the p16-Cdk4-Rb axis, our findings suggest an additional layer of metabolic vulnerability arising from altered NAD homeostasis in CDKN2A-deleted glioblastoma, revealing a previously unrecognized metabolic-genetic interface for rationally revisiting NAD+ targeting strategies, moving beyond the broad inhibition approaches.