Disease progression and treatment-induced alterations in glioblastoma
Disease progression and treatment-induced alterations in glioblastoma
Disciplines
Biology (20%); Clinical Medicine (20%); Medical-Theoretical Sciences, Pharmacy (60%)
Keywords
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Glioblastoma,
Tumor escape mechanisms,
Disease progression,
Therapy-induced alterations
Background & objectives. Glioblastoma constitutes the most common malignant brain tumor in adults and is associated with an aggressive disease course. Since 2005 patients are treated according to a standardized first-line treatment protocol, which has resulted in increased survival and quality-of-life. Still, despite intense treatment efforts early tumor recurrence is almost inevitable with median overall survival times of approximately 10 months. Preclinical models have recently provided important insights into the complex mechanisms of therapy-response and malignant tumor-progression. Crucial factors include hypoxia, angiogenesis, tumor-stroma interactions, inflammatory response, selection of tumor stem-cells, and mechanisms mediating glial-mesenchymal transition. In contrast to numerous preclinical models, virtually no in-vivo data on human glioblastoma samples exist. Thus, the aim of this project is to study morphological and molecular changes associated with tumor progression and therapy-resistance in vivo, in matched pre- and post-therapeutic glioblastoma samples. Patients & methods. A unique cooperation of the Austrian Brain Tumor Registry with the Society of Austrian Neuro-Oncology provides a nationwide platform ensuring ascertainment of a homogenously treated patient cohort, in whom multiple resections are available for tissue-based analyses. Comprehensive matched analyses of pre- and post-therapeutic glioblastoma tissues will be conducted using an integrated morphological and molecular (transcriptomic, DNA methylation and genomic profiling) approach. Originality & patient benefit. Matched analyses of pre- and post-therapeutic glioblastoma samples including morphological and molecular techniques constitute an innovative research approach, which will considerably increase the understanding of therapy-related effects and tumor progression in glioblastoma and will help to develop new treatment strategies.
Glioblastoma is the most common malignant brain tumor in adults that is associated with a highly aggressive disease course and poor overall survival. Project KLI394 focused on the central research question: "What happens with glioblastoma over time?" Which mechanisms are involved in therapeutic resistance and tumor recurrence? How and to what extent do recurrent tumors differ from their primary counterparts? To answer these questions we assembled a large, nation-wide cohort of longitudinal tumor tissues, which we analyzed using a cross-disciplinary approach. Precisely, we combined genome-wide DNA methylation sequencing with detailed clinical phenotypes, digital pathology and neuroimaging data and integrated the different data qualities using advanced biostatistics and machine learning approaches. Thereby we were able to show that epigenetic mechanisms contribute significantly to spatial and temporal tumor heterogeneity in glioblastoma, and recurrent alterations in the WNT pathway might indicate a therapeutic vulnerability of a subset of tumors. Overall, using DNA methylation sequencing as a single test platform we were able to infer multiple, clinically relevant markers such as IDH mutation, MGMT methylation, 1p19q codeletion, or transcriptional subtypes. This means that DNA methylation screening might constitute an efficient and cost-effective test platform in the routine clinical setting. In addition to the gain of scientific knowledge and valuable resource of this glioblastoma cohort, the research project started a fruitful collaboration between MedUni Vienna, the Austrian Brain Tumor Registry Network, patient representatives and the Research Center of Molecular Medicine of the Austrian Academy of Sciences.
Research Output
- 1557 Citations
- 16 Publications
- 1 Policies
- 1 Artistic Creations
- 1 Methods & Materials
- 1 Datasets & models
- 1 Software
- 2 Disseminations
- 5 Scientific Awards
- 1 Fundings
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2017
Title Genomic analysis of the origins and evolution of multicentric diffuse lower-grade gliomas DOI 10.1093/neuonc/nox205 Type Journal Article Author Hayes J Journal Neuro-Oncology Pages 632-641 Link Publication -
2017
Title The DNA methylation landscape of glioblastoma disease progression shows extensive heterogeneity in time and space DOI 10.1101/173864 Type Preprint Author Klughammer J Pages 173864 Link Publication -
2018
Title Spatiotemporal evolution of a low-grade glioma with divergent oligodendroglial and astrocytic lineages. DOI 10.5414/np301078 Type Journal Article Author Roetzer T Journal Clinical neuropathology Pages 82-84 -
2018
Title Glioma through the looking GLASS: molecular evolution of diffuse gliomas and the Glioma Longitudinal Analysis Consortium DOI 10.1093/neuonc/noy020 Type Journal Article Author Aldape K Journal Neuro-Oncology Pages 873-884 Link Publication -
2018
Title Evaluating cellularity and structural connectivity on whole brain slides using a custom-made digital pathology pipeline DOI 10.1016/j.jneumeth.2018.10.029 Type Journal Article Author Roetzer T Journal Journal of Neuroscience Methods Pages 215-221 Link Publication -
2017
Title Ape1 guides DNA repair pathway choice that is associated with drug tolerance in glioblastoma DOI 10.1038/s41598-017-10013-w Type Journal Article Author Ströbel T Journal Scientific Reports Pages 9674 Link Publication -
2017
Title Glioma Through the Looking GLASS: the Glioma Longitudinal Analysis consortium, molecular evolution of diffuse gliomas DOI 10.1101/196139 Type Preprint Author Consortium T Pages 196139 Link Publication -
2021
Title Investigation of the scattering and attenuation properties of cataracts formed in mouse eyes with 1060-nm and 1310-nm swept-source optical coherence tomography DOI 10.1364/boe.433927 Type Journal Article Author Eugui P Journal Biomedical Optics Express Pages 6391-6406 Link Publication -
2020
Title Distributed changes of the functional connectome in patients with glioblastoma DOI 10.1038/s41598-020-74726-1 Type Journal Article Author Nenning K Journal Scientific Reports Pages 18312 Link Publication -
2020
Title Multi-Habitat Radiomics Unravels Distinct Phenotypic Subtypes of Glioblastoma with Clinical and Genomic Significance DOI 10.3390/cancers12071707 Type Journal Article Author Choi S Journal Cancers Pages 1707 Link Publication -
2020
Title Improved Diagnostic Imaging of Brain Tumors by Multimodal Microscopy and Deep Learning DOI 10.3390/cancers12071806 Type Journal Article Author Gesperger J Journal Cancers Pages 1806 Link Publication -
2019
Title Longitudinal molecular trajectories of diffuse glioma in adults DOI 10.1038/s41586-019-1775-1 Type Journal Article Author Barthel F Journal Nature Pages 112-120 Link Publication -
2020
Title The Magnifying GLASS: Longitudinal Analysis of Adult Diffuse Gliomas DOI 10.1016/j.cell.2020.01.016 Type Journal Article Author Narayanan A Journal Cell Pages 407-409 Link Publication -
2018
Title Beyond backscattering: optical neuroimaging by BRAD DOI 10.1364/boe.9.002476 Type Journal Article Author Eugui P Journal Biomedical Optics Express Pages 2476-2494 Link Publication -
2018
Title The DNA methylation landscape of glioblastoma disease progression shows extensive heterogeneity in time and space DOI 10.1038/s41591-018-0156-x Type Journal Article Author Klughammer J Journal Nature Medicine Pages 1611-1624 Link Publication -
2014
Title Programmed death ligand 1 expression and tumor-infiltrating lymphocytes in glioblastoma DOI 10.1093/neuonc/nou307 Type Journal Article Author Berghoff A Journal Neuro-Oncology Pages 1064-1075 Link Publication
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2018
Title Consolidation of the Austrian Brain Tumor Registry Network Type Contribution to a national consultation/review
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2021
Link
Title Video01.mp4 DOI 10.6084/m9.figshare.14770212.v1 Type Film/Video/Animation Link Link
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2019
Title Cooperation with Museum of Natural History, Narrenturm Type A formal working group, expert panel or dialogue -
2017
Title Visit to Selbsthilfegruppe Hirntumor Type A talk or presentation
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2019
Title 2019 Annual Meeting of the Society of Neurooncology, Phoenix, Arizona, United States Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International -
2019
Title 2020 Meeting of the European Confederation of Neuropathological Societies, Odense, Denmark Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International -
2019
Title MedUni Vienna Researcher of the Month Type Research prize Level of Recognition National (any country) -
2019
Title 2019 Annual Meeting of the Brain Tumor Epidemiology Consortium Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International -
2019
Title 2019 Annual Meeting of the European Association of Neuro-Oncology, Lyons, France Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International
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2019
Title DOC grant, Austrian Academy of Sciences Type Fellowship Start of Funding 2019 Funder Austrian Academy of Sciences