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CpG traffic lights are markers of regulatory regions in human genome

BACKGROUND: DNA methylation is involved in the regulation of gene expression. Although bisulfite-sequencing based methods profile DNA methylation at a single CpG resolution, methylation levels are usually averaged over genomic regions in the downstream bioinformatic analysis. RESULTS: We demonstrate...

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Autores principales: Lioznova, Anna V., Khamis, Abdullah M., Artemov, Artem V., Besedina, Elizaveta, Ramensky, Vasily, Bajic, Vladimir B., Kulakovskiy, Ivan V., Medvedeva, Yulia A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359853/
https://www.ncbi.nlm.nih.gov/pubmed/30709331
http://dx.doi.org/10.1186/s12864-018-5387-1
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author Lioznova, Anna V.
Khamis, Abdullah M.
Artemov, Artem V.
Besedina, Elizaveta
Ramensky, Vasily
Bajic, Vladimir B.
Kulakovskiy, Ivan V.
Medvedeva, Yulia A.
author_facet Lioznova, Anna V.
Khamis, Abdullah M.
Artemov, Artem V.
Besedina, Elizaveta
Ramensky, Vasily
Bajic, Vladimir B.
Kulakovskiy, Ivan V.
Medvedeva, Yulia A.
author_sort Lioznova, Anna V.
collection PubMed
description BACKGROUND: DNA methylation is involved in the regulation of gene expression. Although bisulfite-sequencing based methods profile DNA methylation at a single CpG resolution, methylation levels are usually averaged over genomic regions in the downstream bioinformatic analysis. RESULTS: We demonstrate that on the genome level a single CpG methylation can serve as a more accurate predictor of gene expression than an average promoter / gene body methylation. We define CpG traffic lights (CpG TL) as CpG dinucleotides with a significant correlation between methylation and expression of a gene nearby. CpG TL are enriched in all regulatory regions. Among all promoters, CpG TL are especially enriched in poised ones, suggesting involvement of DNA methylation in their regulation. Yet, binding of only a handful of transcription factors, such as NRF1, ETS, STAT and IRF-family members, could be regulated by direct methylation of transcription factor binding sites (TFBS) or its close proximity. For the majority of TF, an alternative scenario is more likely: methylation and inactivation of the whole regulatory element indirectly represses functional TF binding with a CpG TL being a reliable marker of such inactivation. CONCLUSIONS: CpG TL provide a promising insight into mechanisms of enhancer activity and gene regulation linking methylation of single CpG to gene expression. CpG TL methylation can be used as reliable markers of enhancer activity and gene expression in applications, e.g. in clinic where measuring DNA methylation is easier compared to directly measuring gene expression due to more stable nature of DNA. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5387-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-63598532019-02-07 CpG traffic lights are markers of regulatory regions in human genome Lioznova, Anna V. Khamis, Abdullah M. Artemov, Artem V. Besedina, Elizaveta Ramensky, Vasily Bajic, Vladimir B. Kulakovskiy, Ivan V. Medvedeva, Yulia A. BMC Genomics Research Article BACKGROUND: DNA methylation is involved in the regulation of gene expression. Although bisulfite-sequencing based methods profile DNA methylation at a single CpG resolution, methylation levels are usually averaged over genomic regions in the downstream bioinformatic analysis. RESULTS: We demonstrate that on the genome level a single CpG methylation can serve as a more accurate predictor of gene expression than an average promoter / gene body methylation. We define CpG traffic lights (CpG TL) as CpG dinucleotides with a significant correlation between methylation and expression of a gene nearby. CpG TL are enriched in all regulatory regions. Among all promoters, CpG TL are especially enriched in poised ones, suggesting involvement of DNA methylation in their regulation. Yet, binding of only a handful of transcription factors, such as NRF1, ETS, STAT and IRF-family members, could be regulated by direct methylation of transcription factor binding sites (TFBS) or its close proximity. For the majority of TF, an alternative scenario is more likely: methylation and inactivation of the whole regulatory element indirectly represses functional TF binding with a CpG TL being a reliable marker of such inactivation. CONCLUSIONS: CpG TL provide a promising insight into mechanisms of enhancer activity and gene regulation linking methylation of single CpG to gene expression. CpG TL methylation can be used as reliable markers of enhancer activity and gene expression in applications, e.g. in clinic where measuring DNA methylation is easier compared to directly measuring gene expression due to more stable nature of DNA. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5387-1) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-01 /pmc/articles/PMC6359853/ /pubmed/30709331 http://dx.doi.org/10.1186/s12864-018-5387-1 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Lioznova, Anna V.
Khamis, Abdullah M.
Artemov, Artem V.
Besedina, Elizaveta
Ramensky, Vasily
Bajic, Vladimir B.
Kulakovskiy, Ivan V.
Medvedeva, Yulia A.
CpG traffic lights are markers of regulatory regions in human genome
title CpG traffic lights are markers of regulatory regions in human genome
title_full CpG traffic lights are markers of regulatory regions in human genome
title_fullStr CpG traffic lights are markers of regulatory regions in human genome
title_full_unstemmed CpG traffic lights are markers of regulatory regions in human genome
title_short CpG traffic lights are markers of regulatory regions in human genome
title_sort cpg traffic lights are markers of regulatory regions in human genome
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359853/
https://www.ncbi.nlm.nih.gov/pubmed/30709331
http://dx.doi.org/10.1186/s12864-018-5387-1
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