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ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma
BACKGROUND: Recent single-cell transcriptomic studies report that IDH-mutant gliomas share a common hierarchy of cellular phenotypes, independent of genetic subtype. However, the genetic differences between IDH-mutant glioma subtypes are prognostic, predictive of response to chemotherapy, and correl...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588616/ https://www.ncbi.nlm.nih.gov/pubmed/34763709 http://dx.doi.org/10.1186/s13059-021-02535-4 |
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author | Babikir, Husam Wang, Lin Shamardani, Karin Catalan, Francisca Sudhir, Sweta Aghi, Manish K. Raleigh, David R. Phillips, Joanna J. Diaz, Aaron A. |
author_facet | Babikir, Husam Wang, Lin Shamardani, Karin Catalan, Francisca Sudhir, Sweta Aghi, Manish K. Raleigh, David R. Phillips, Joanna J. Diaz, Aaron A. |
author_sort | Babikir, Husam |
collection | PubMed |
description | BACKGROUND: Recent single-cell transcriptomic studies report that IDH-mutant gliomas share a common hierarchy of cellular phenotypes, independent of genetic subtype. However, the genetic differences between IDH-mutant glioma subtypes are prognostic, predictive of response to chemotherapy, and correlate with distinct tumor microenvironments. RESULTS: To reconcile these findings, we profile 22 human IDH-mutant gliomas using scATAC-seq and scRNA-seq. We determine the cell-type-specific differences in transcription factor expression and associated regulatory grammars between IDH-mutant glioma subtypes. We find that while IDH-mutant gliomas do share a common distribution of cell types, there are significant differences in the expression and targeting of transcription factors that regulate glial identity and cytokine elaboration. We knock out the chromatin remodeler ATRX, which suffers loss-of-function alterations in most IDH-mutant astrocytomas, in an IDH-mutant immunocompetent intracranial murine model. We find that both human ATRX-mutant gliomas and murine ATRX-knockout gliomas are more heavily infiltrated by immunosuppressive monocytic-lineage cells derived from circulation than ATRX-intact gliomas, in an IDH-mutant background. ATRX knockout in murine glioma recapitulates gene expression and open chromatin signatures that are specific to human ATRX-mutant astrocytomas, including drivers of astrocytic lineage and immune-cell chemotaxis. Through single-cell cleavage under targets and tagmentation assays and meta-analysis of public data, we show that ATRX loss leads to a global depletion in CCCTC-binding factor association with DNA, gene dysregulation along associated chromatin loops, and protection from therapy-induced senescence. CONCLUSIONS: These studies explain how IDH-mutant gliomas from different subtypes maintain distinct phenotypes and tumor microenvironments despite a common lineage hierarchy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02535-4. |
format | Online Article Text |
id | pubmed-8588616 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85886162021-11-15 ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma Babikir, Husam Wang, Lin Shamardani, Karin Catalan, Francisca Sudhir, Sweta Aghi, Manish K. Raleigh, David R. Phillips, Joanna J. Diaz, Aaron A. Genome Biol Research BACKGROUND: Recent single-cell transcriptomic studies report that IDH-mutant gliomas share a common hierarchy of cellular phenotypes, independent of genetic subtype. However, the genetic differences between IDH-mutant glioma subtypes are prognostic, predictive of response to chemotherapy, and correlate with distinct tumor microenvironments. RESULTS: To reconcile these findings, we profile 22 human IDH-mutant gliomas using scATAC-seq and scRNA-seq. We determine the cell-type-specific differences in transcription factor expression and associated regulatory grammars between IDH-mutant glioma subtypes. We find that while IDH-mutant gliomas do share a common distribution of cell types, there are significant differences in the expression and targeting of transcription factors that regulate glial identity and cytokine elaboration. We knock out the chromatin remodeler ATRX, which suffers loss-of-function alterations in most IDH-mutant astrocytomas, in an IDH-mutant immunocompetent intracranial murine model. We find that both human ATRX-mutant gliomas and murine ATRX-knockout gliomas are more heavily infiltrated by immunosuppressive monocytic-lineage cells derived from circulation than ATRX-intact gliomas, in an IDH-mutant background. ATRX knockout in murine glioma recapitulates gene expression and open chromatin signatures that are specific to human ATRX-mutant astrocytomas, including drivers of astrocytic lineage and immune-cell chemotaxis. Through single-cell cleavage under targets and tagmentation assays and meta-analysis of public data, we show that ATRX loss leads to a global depletion in CCCTC-binding factor association with DNA, gene dysregulation along associated chromatin loops, and protection from therapy-induced senescence. CONCLUSIONS: These studies explain how IDH-mutant gliomas from different subtypes maintain distinct phenotypes and tumor microenvironments despite a common lineage hierarchy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02535-4. BioMed Central 2021-11-11 /pmc/articles/PMC8588616/ /pubmed/34763709 http://dx.doi.org/10.1186/s13059-021-02535-4 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 Babikir, Husam Wang, Lin Shamardani, Karin Catalan, Francisca Sudhir, Sweta Aghi, Manish K. Raleigh, David R. Phillips, Joanna J. Diaz, Aaron A. ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma |
title | ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma |
title_full | ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma |
title_fullStr | ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma |
title_full_unstemmed | ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma |
title_short | ATRX regulates glial identity and the tumor microenvironment in IDH-mutant glioma |
title_sort | atrx regulates glial identity and the tumor microenvironment in idh-mutant glioma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588616/ https://www.ncbi.nlm.nih.gov/pubmed/34763709 http://dx.doi.org/10.1186/s13059-021-02535-4 |
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