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Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice

The invasive behavior of glioblastoma, the most aggressive primary brain tumor, is considered highly relevant for tumor recurrence. However, the invasion zone is difficult to visualize by Magnetic Resonance Imaging (MRI) and is protected by the blood brain barrier, posing a particular challenge for...

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Autores principales: Cudalbu, Cristina, Bady, Pierre, Lai, Marta, Xin, Lijing, Gusyatiner, Olga, Hamou, Marie-France, Lepore, Mario, Brouland, Jean-Philippe, Daniel, Roy T., Hottinger, Andreas F., Hegi, Monika E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336020/
https://www.ncbi.nlm.nih.gov/pubmed/34348785
http://dx.doi.org/10.1186/s40478-021-01232-4
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author Cudalbu, Cristina
Bady, Pierre
Lai, Marta
Xin, Lijing
Gusyatiner, Olga
Hamou, Marie-France
Lepore, Mario
Brouland, Jean-Philippe
Daniel, Roy T.
Hottinger, Andreas F.
Hegi, Monika E.
author_facet Cudalbu, Cristina
Bady, Pierre
Lai, Marta
Xin, Lijing
Gusyatiner, Olga
Hamou, Marie-France
Lepore, Mario
Brouland, Jean-Philippe
Daniel, Roy T.
Hottinger, Andreas F.
Hegi, Monika E.
author_sort Cudalbu, Cristina
collection PubMed
description The invasive behavior of glioblastoma, the most aggressive primary brain tumor, is considered highly relevant for tumor recurrence. However, the invasion zone is difficult to visualize by Magnetic Resonance Imaging (MRI) and is protected by the blood brain barrier, posing a particular challenge for treatment. We report biological features of invasive growth accompanying tumor progression and invasion based on associated metabolic and transcriptomic changes observed in patient derived orthotopic xenografts (PDOX) in the mouse and the corresponding patients’ tumors. The evolution of metabolic changes, followed in vivo longitudinally by (1)H Magnetic Resonance Spectroscopy ((1)H MRS) at ultra-high field, reflected growth and the invasive properties of the human glioblastoma transplanted into the brains of mice (PDOX). Comparison of MRS derived metabolite signatures, reflecting temporal changes of tumor development and invasion in PDOX, revealed high similarity to spatial metabolite signatures of combined multi-voxel MRS analyses sampled across different areas of the patients’ tumors. Pathway analyses of the transcriptome associated with the metabolite profiles of the PDOX, identified molecular signatures of invasion, comprising extracellular matrix degradation and reorganization, growth factor binding, and vascular remodeling. Specific analysis of expression signatures from the invaded mouse brain, revealed extent of invasion dependent induction of immune response, recapitulating respective signatures observed in glioblastoma. Integrating metabolic profiles and gene expression of highly invasive PDOX provided insights into progression and invasion associated mechanisms of extracellular matrix remodeling that is essential for cell–cell communication and regulation of cellular processes. Structural changes and biochemical properties of the extracellular matrix are of importance for the biological behavior of tumors and may be druggable. Ultra-high field MRS reveals to be suitable for in vivo monitoring of progression in the non-enhancing infiltration zone of glioblastoma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-021-01232-4.
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spelling pubmed-83360202021-08-04 Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice Cudalbu, Cristina Bady, Pierre Lai, Marta Xin, Lijing Gusyatiner, Olga Hamou, Marie-France Lepore, Mario Brouland, Jean-Philippe Daniel, Roy T. Hottinger, Andreas F. Hegi, Monika E. Acta Neuropathol Commun Research The invasive behavior of glioblastoma, the most aggressive primary brain tumor, is considered highly relevant for tumor recurrence. However, the invasion zone is difficult to visualize by Magnetic Resonance Imaging (MRI) and is protected by the blood brain barrier, posing a particular challenge for treatment. We report biological features of invasive growth accompanying tumor progression and invasion based on associated metabolic and transcriptomic changes observed in patient derived orthotopic xenografts (PDOX) in the mouse and the corresponding patients’ tumors. The evolution of metabolic changes, followed in vivo longitudinally by (1)H Magnetic Resonance Spectroscopy ((1)H MRS) at ultra-high field, reflected growth and the invasive properties of the human glioblastoma transplanted into the brains of mice (PDOX). Comparison of MRS derived metabolite signatures, reflecting temporal changes of tumor development and invasion in PDOX, revealed high similarity to spatial metabolite signatures of combined multi-voxel MRS analyses sampled across different areas of the patients’ tumors. Pathway analyses of the transcriptome associated with the metabolite profiles of the PDOX, identified molecular signatures of invasion, comprising extracellular matrix degradation and reorganization, growth factor binding, and vascular remodeling. Specific analysis of expression signatures from the invaded mouse brain, revealed extent of invasion dependent induction of immune response, recapitulating respective signatures observed in glioblastoma. Integrating metabolic profiles and gene expression of highly invasive PDOX provided insights into progression and invasion associated mechanisms of extracellular matrix remodeling that is essential for cell–cell communication and regulation of cellular processes. Structural changes and biochemical properties of the extracellular matrix are of importance for the biological behavior of tumors and may be druggable. Ultra-high field MRS reveals to be suitable for in vivo monitoring of progression in the non-enhancing infiltration zone of glioblastoma. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-021-01232-4. BioMed Central 2021-08-04 /pmc/articles/PMC8336020/ /pubmed/34348785 http://dx.doi.org/10.1186/s40478-021-01232-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Cudalbu, Cristina
Bady, Pierre
Lai, Marta
Xin, Lijing
Gusyatiner, Olga
Hamou, Marie-France
Lepore, Mario
Brouland, Jean-Philippe
Daniel, Roy T.
Hottinger, Andreas F.
Hegi, Monika E.
Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
title Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
title_full Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
title_fullStr Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
title_full_unstemmed Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
title_short Metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
title_sort metabolic and transcriptomic profiles of glioblastoma invasion revealed by comparisons between patients and corresponding orthotopic xenografts in mice
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336020/
https://www.ncbi.nlm.nih.gov/pubmed/34348785
http://dx.doi.org/10.1186/s40478-021-01232-4
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