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Sequence features accurately predict genome-wide MeCP2 binding in vivo
Methyl-CpG binding protein 2 (MeCP2) is critical for proper brain development and expressed at near-histone levels in neurons, but the mechanism of its genomic localization remains poorly understood. Using high-resolution MeCP2-binding data, we show that DNA sequence features alone can predict bindi...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820824/ https://www.ncbi.nlm.nih.gov/pubmed/27008915 http://dx.doi.org/10.1038/ncomms11025 |
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author | Rube, H. Tomas Lee, Wooje Hejna, Miroslav Chen, Huaiyang Yasui, Dag H. Hess, John F. LaSalle, Janine M. Song, Jun S. Gong, Qizhi |
author_facet | Rube, H. Tomas Lee, Wooje Hejna, Miroslav Chen, Huaiyang Yasui, Dag H. Hess, John F. LaSalle, Janine M. Song, Jun S. Gong, Qizhi |
author_sort | Rube, H. Tomas |
collection | PubMed |
description | Methyl-CpG binding protein 2 (MeCP2) is critical for proper brain development and expressed at near-histone levels in neurons, but the mechanism of its genomic localization remains poorly understood. Using high-resolution MeCP2-binding data, we show that DNA sequence features alone can predict binding with 88% accuracy. Integrating MeCP2 binding and DNA methylation in a probabilistic graphical model, we demonstrate that previously reported genome-wide association with methylation is in part due to MeCP2's affinity to GC-rich chromatin, a result replicated using published data. Furthermore, MeCP2 co-localizes with nucleosomes. Finally, MeCP2 binding downstream of promoters correlates with increased expression in Mecp2-deficient neurons. |
format | Online Article Text |
id | pubmed-4820824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-48208242016-04-17 Sequence features accurately predict genome-wide MeCP2 binding in vivo Rube, H. Tomas Lee, Wooje Hejna, Miroslav Chen, Huaiyang Yasui, Dag H. Hess, John F. LaSalle, Janine M. Song, Jun S. Gong, Qizhi Nat Commun Article Methyl-CpG binding protein 2 (MeCP2) is critical for proper brain development and expressed at near-histone levels in neurons, but the mechanism of its genomic localization remains poorly understood. Using high-resolution MeCP2-binding data, we show that DNA sequence features alone can predict binding with 88% accuracy. Integrating MeCP2 binding and DNA methylation in a probabilistic graphical model, we demonstrate that previously reported genome-wide association with methylation is in part due to MeCP2's affinity to GC-rich chromatin, a result replicated using published data. Furthermore, MeCP2 co-localizes with nucleosomes. Finally, MeCP2 binding downstream of promoters correlates with increased expression in Mecp2-deficient neurons. Nature Publishing Group 2016-03-24 /pmc/articles/PMC4820824/ /pubmed/27008915 http://dx.doi.org/10.1038/ncomms11025 Text en Copyright © 2016, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Rube, H. Tomas Lee, Wooje Hejna, Miroslav Chen, Huaiyang Yasui, Dag H. Hess, John F. LaSalle, Janine M. Song, Jun S. Gong, Qizhi Sequence features accurately predict genome-wide MeCP2 binding in vivo |
title | Sequence features accurately predict genome-wide MeCP2 binding in vivo |
title_full | Sequence features accurately predict genome-wide MeCP2 binding in vivo |
title_fullStr | Sequence features accurately predict genome-wide MeCP2 binding in vivo |
title_full_unstemmed | Sequence features accurately predict genome-wide MeCP2 binding in vivo |
title_short | Sequence features accurately predict genome-wide MeCP2 binding in vivo |
title_sort | sequence features accurately predict genome-wide mecp2 binding in vivo |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820824/ https://www.ncbi.nlm.nih.gov/pubmed/27008915 http://dx.doi.org/10.1038/ncomms11025 |
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