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100 1 _ |a Willscher, Edith
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245 _ _ |a High-Resolution Cartography of the Transcriptome and Methylome Landscapes of Diffuse Gliomas.
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520 _ _ |a 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.
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650 _ 7 |a DNA methylation
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650 _ 7 |a grade II–IV gliomas
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650 _ 7 |a integrative bioinformatics
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650 _ 7 |a molecular subtypes
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650 _ 7 |a self-organizing maps machine learning
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650 _ 7 |a tumor evolution
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650 _ 7 |a tumor heterogeneity
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700 1 _ |a Hopp, Lydia
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700 1 _ |a Kreuz, Markus
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700 1 _ |a Schmidt, Maria
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700 1 _ |a Hakobyan, Siras
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700 1 _ |a Arakelyan, Arsen
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700 1 _ |a Hentschel, Bettina
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700 1 _ |a Jones, David T W
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700 1 _ |a Pfister, Stefan M
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700 1 _ |a Loeffler, Markus
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700 1 _ |a Loeffler-Wirth, Henry
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700 1 _ |a Binder, Hans
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773 _ _ |a 10.3390/cancers13133198
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