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Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes

DNA methylation is a key epigenetic mark that is critical for gene regulation in multicellular eukaryotes. Although various human cell types may have the same genome, these cells have different methylomes. The systematic identification and characterization of methylation marks across cell types are...

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Autores principales: Liu, Hongbo, Liu, Xiaojuan, Zhang, Shumei, Lv, Jie, Li, Song, Shang, Shipeng, Jia, Shanshan, Wei, Yanjun, Wang, Fang, Su, Jianzhong, Wu, Qiong, Zhang, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4705665/
https://www.ncbi.nlm.nih.gov/pubmed/26635396
http://dx.doi.org/10.1093/nar/gkv1332
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author Liu, Hongbo
Liu, Xiaojuan
Zhang, Shumei
Lv, Jie
Li, Song
Shang, Shipeng
Jia, Shanshan
Wei, Yanjun
Wang, Fang
Su, Jianzhong
Wu, Qiong
Zhang, Yan
author_facet Liu, Hongbo
Liu, Xiaojuan
Zhang, Shumei
Lv, Jie
Li, Song
Shang, Shipeng
Jia, Shanshan
Wei, Yanjun
Wang, Fang
Su, Jianzhong
Wu, Qiong
Zhang, Yan
author_sort Liu, Hongbo
collection PubMed
description DNA methylation is a key epigenetic mark that is critical for gene regulation in multicellular eukaryotes. Although various human cell types may have the same genome, these cells have different methylomes. The systematic identification and characterization of methylation marks across cell types are crucial to understand the complex regulatory network for cell fate determination. In this study, we proposed an entropy-based framework termed SMART to integrate the whole genome bisulfite sequencing methylomes across 42 human tissues/cells and identified 757 887 genome segments. Nearly 75% of the segments showed uniform methylation across all cell types. From the remaining 25% of the segments, we identified cell type-specific hypo/hypermethylation marks that were specifically hypo/hypermethylated in a minority of cell types using a statistical approach and presented an atlas of the human methylation marks. Further analysis revealed that the cell type-specific hypomethylation marks were enriched through H3K27ac and transcription factor binding sites in cell type-specific manner. In particular, we observed that the cell type-specific hypomethylation marks are associated with the cell type-specific super-enhancers that drive the expression of cell identity genes. This framework provides a complementary, functional annotation of the human genome and helps to elucidate the critical features and functions of cell type-specific hypomethylation.
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spelling pubmed-47056652016-01-11 Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes Liu, Hongbo Liu, Xiaojuan Zhang, Shumei Lv, Jie Li, Song Shang, Shipeng Jia, Shanshan Wei, Yanjun Wang, Fang Su, Jianzhong Wu, Qiong Zhang, Yan Nucleic Acids Res Computational Biology DNA methylation is a key epigenetic mark that is critical for gene regulation in multicellular eukaryotes. Although various human cell types may have the same genome, these cells have different methylomes. The systematic identification and characterization of methylation marks across cell types are crucial to understand the complex regulatory network for cell fate determination. In this study, we proposed an entropy-based framework termed SMART to integrate the whole genome bisulfite sequencing methylomes across 42 human tissues/cells and identified 757 887 genome segments. Nearly 75% of the segments showed uniform methylation across all cell types. From the remaining 25% of the segments, we identified cell type-specific hypo/hypermethylation marks that were specifically hypo/hypermethylated in a minority of cell types using a statistical approach and presented an atlas of the human methylation marks. Further analysis revealed that the cell type-specific hypomethylation marks were enriched through H3K27ac and transcription factor binding sites in cell type-specific manner. In particular, we observed that the cell type-specific hypomethylation marks are associated with the cell type-specific super-enhancers that drive the expression of cell identity genes. This framework provides a complementary, functional annotation of the human genome and helps to elucidate the critical features and functions of cell type-specific hypomethylation. Oxford University Press 2016-01-08 2015-12-03 /pmc/articles/PMC4705665/ /pubmed/26635396 http://dx.doi.org/10.1093/nar/gkv1332 Text en © The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Computational Biology
Liu, Hongbo
Liu, Xiaojuan
Zhang, Shumei
Lv, Jie
Li, Song
Shang, Shipeng
Jia, Shanshan
Wei, Yanjun
Wang, Fang
Su, Jianzhong
Wu, Qiong
Zhang, Yan
Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
title Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
title_full Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
title_fullStr Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
title_full_unstemmed Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
title_short Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
title_sort systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4705665/
https://www.ncbi.nlm.nih.gov/pubmed/26635396
http://dx.doi.org/10.1093/nar/gkv1332
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