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Disease progression and treatment-induced alterations in glioblastoma

Disease progression and treatment-induced alterations in glioblastoma

Adelheid Wöhrer (ORCID: 0000-0001-8435-8189)
  • Grant DOI 10.55776/KLI394
  • Funding program Clinical Research
  • Status ended
  • Start July 1, 2014
  • End May 31, 2019
  • Funding amount € 169,134
  • Project website

Disciplines

Biology (20%); Clinical Medicine (20%); Medical-Theoretical Sciences, Pharmacy (60%)

Keywords

    Glioblastoma, Tumor escape mechanisms, Disease progression, Therapy-induced alterations

Abstract Final report

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 institution(s)
  • Medizinische Universität Wien - 100%

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
Publications
  • 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
Policies
  • 2018
    Title Consolidation of the Austrian Brain Tumor Registry Network
    Type Contribution to a national consultation/review
Artistic Creations
  • 2021 Link
    Title Video01.mp4
    DOI 10.6084/m9.figshare.14770212.v1
    Type Film/Video/Animation
    Link Link
Methods & Materials
  • 2017 Link
    Title NucleiJ
    Type Technology assay or reagent
    Public Access
    Link Link
Datasets & models
  • 2017 Link
    Title GBMatch supplementary website to publication in Nature Medicine (https://www.nature.com/articles/s41591-018-0156-x)
    Type Database/Collection of data
    Public Access
    Link Link
Software
  • 2017 Link
    Title NucleiJ
    Link Link
Disseminations
  • 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
Scientific Awards
  • 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
Fundings
  • 2019
    Title DOC grant, Austrian Academy of Sciences
    Type Fellowship
    Start of Funding 2019
    Funder Austrian Academy of Sciences

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