High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas

Molecular mechanisms of lower-grade (II–III) diffuse gliomas (LGG) are still poorly understood, mainly because of their heterogeneity. They split into astrocytoma- (IDH-A) and oligodendroglioma-like (IDH-O) tumors both carrying mutations(s) at the isocitrate dehydrogenase (IDH) gene and into IDH wil...

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Main Authors: Edith Willscher, Lydia Hopp, Markus Kreuz, Maria Schmidt, Siras Hakobyan, Arsen Arakelyan, Bettina Hentschel, David T. W. Jones, Stefan M. Pfister, Markus Loeffler, Henry Loeffler-Wirth, Hans Binder
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/13/3198
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spelling doaj-aa1fbd2a2f8a47468f771a0342c7daea2021-07-15T15:31:33ZengMDPI AGCancers2072-66942021-06-01133198319810.3390/cancers13133198High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse GliomasEdith Willscher0Lydia Hopp1Markus Kreuz2Maria Schmidt3Siras Hakobyan4Arsen Arakelyan5Bettina Hentschel6David T. W. Jones7Stefan M. Pfister8Markus Loeffler9Henry Loeffler-Wirth10Hans Binder11IZBI, Interdisciplinary Centre for Bioinformatics, Universität Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyIZBI, Interdisciplinary Centre for Bioinformatics, Universität Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyIMISE, Institute for Medical Informatics, Statistics and Epidemiology, Universität of Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyIZBI, Interdisciplinary Centre for Bioinformatics, Universität Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyResearch Group of Bioinformatics, Institute of Molecular Biology of the National Academy of Sciences of the Republic of Armenia, 7 Hasratyan Str., Yerevan 0014, ArmeniaResearch Group of Bioinformatics, Institute of Molecular Biology of the National Academy of Sciences of the Republic of Armenia, 7 Hasratyan Str., Yerevan 0014, ArmeniaIMISE, Institute for Medical Informatics, Statistics and Epidemiology, Universität of Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyArmenian Bioinformatics Institute (ABI), 7 Hasratyan Str., Yerevan 0014, ArmeniaArmenian Bioinformatics Institute (ABI), 7 Hasratyan Str., Yerevan 0014, ArmeniaIMISE, Institute for Medical Informatics, Statistics and Epidemiology, Universität of Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyIZBI, Interdisciplinary Centre for Bioinformatics, Universität Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyIZBI, Interdisciplinary Centre for Bioinformatics, Universität Leipzig, Härtelstr. 16-18, 04107 Leipzig, GermanyMolecular mechanisms of lower-grade (II–III) diffuse gliomas (LGG) are still poorly understood, mainly because of their heterogeneity. They split into astrocytoma- (IDH-A) and oligodendroglioma-like (IDH-O) tumors both carrying mutations(s) at the isocitrate dehydrogenase (IDH) gene and into IDH wild type (IDH-wt) gliomas of glioblastoma resemblance. We generated detailed maps of the transcriptomes and DNA methylomes, revealing that cell functions divided into three major archetypic hallmarks: (i) increased proliferation in IDH-wt and, to a lesser degree, IDH-O; (ii) increased inflammation in IDH-A and IDH-wt; and (iii) the loss of synaptic transmission in all subtypes. Immunogenic properties of IDH-A are diverse, partly resembling signatures observed in grade IV mesenchymal glioblastomas or in grade I pilocytic astrocytomas. We analyzed details of coregulation between gene expression and DNA methylation and of the immunogenic micro-environment presumably driving tumor development and treatment resistance. Our transcriptome and methylome maps support personalized, case-by-case views to decipher the heterogeneity of glioma states in terms of data portraits. Thereby, molecular cartography provides a graphical coordinate system that links gene-level information with glioma subtypes, their phenotypes, and clinical context.https://www.mdpi.com/2072-6694/13/13/3198grade II–IV gliomasgene expressionDNA methylationtumor heterogeneitymolecular subtypestumor evolution
collection DOAJ
language English
format Article
sources DOAJ
author Edith Willscher
Lydia Hopp
Markus Kreuz
Maria Schmidt
Siras Hakobyan
Arsen Arakelyan
Bettina Hentschel
David T. W. Jones
Stefan M. Pfister
Markus Loeffler
Henry Loeffler-Wirth
Hans Binder
spellingShingle Edith Willscher
Lydia Hopp
Markus Kreuz
Maria Schmidt
Siras Hakobyan
Arsen Arakelyan
Bettina Hentschel
David T. W. Jones
Stefan M. Pfister
Markus Loeffler
Henry Loeffler-Wirth
Hans Binder
High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas
Cancers
grade II–IV gliomas
gene expression
DNA methylation
tumor heterogeneity
molecular subtypes
tumor evolution
author_facet Edith Willscher
Lydia Hopp
Markus Kreuz
Maria Schmidt
Siras Hakobyan
Arsen Arakelyan
Bettina Hentschel
David T. W. Jones
Stefan M. Pfister
Markus Loeffler
Henry Loeffler-Wirth
Hans Binder
author_sort Edith Willscher
title High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas
title_short High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas
title_full High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas
title_fullStr High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas
title_full_unstemmed High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas
title_sort high-resolution cartography of the transcriptome and methylome landscapes of diffuse gliomas
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2021-06-01
description Molecular mechanisms of lower-grade (II–III) diffuse gliomas (LGG) are still poorly understood, mainly because of their heterogeneity. They split into astrocytoma- (IDH-A) and oligodendroglioma-like (IDH-O) tumors both carrying mutations(s) at the isocitrate dehydrogenase (IDH) gene and into IDH wild type (IDH-wt) gliomas of glioblastoma resemblance. We generated detailed maps of the transcriptomes and DNA methylomes, revealing that cell functions divided into three major archetypic hallmarks: (i) increased proliferation in IDH-wt and, to a lesser degree, IDH-O; (ii) increased inflammation in IDH-A and IDH-wt; and (iii) the loss of synaptic transmission in all subtypes. Immunogenic properties of IDH-A are diverse, partly resembling signatures observed in grade IV mesenchymal glioblastomas or in grade I pilocytic astrocytomas. We analyzed details of coregulation between gene expression and DNA methylation and of the immunogenic micro-environment presumably driving tumor development and treatment resistance. Our transcriptome and methylome maps support personalized, case-by-case views to decipher the heterogeneity of glioma states in terms of data portraits. Thereby, molecular cartography provides a graphical coordinate system that links gene-level information with glioma subtypes, their phenotypes, and clinical context.
topic grade II–IV gliomas
gene expression
DNA methylation
tumor heterogeneity
molecular subtypes
tumor evolution
url https://www.mdpi.com/2072-6694/13/13/3198
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