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The sequence preference of DNA methylation variation in mammalians

Methylation of cytosine at the 5 position of the pyrimidine ring is the most prevalent and significant epigenetic modifications in mammalian DNA. The CpG methylation level shows a bimodal distribution but the bimodality can be overestimated due to the heterogeneity of per-base depth. Here, we develo...

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Autores principales: Zhang, Ling, Gu, Chan, Yang, Lijiang, Tang, Fuchou, Gao, Yi Qin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5646869/
https://www.ncbi.nlm.nih.gov/pubmed/29045493
http://dx.doi.org/10.1371/journal.pone.0186559
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author Zhang, Ling
Gu, Chan
Yang, Lijiang
Tang, Fuchou
Gao, Yi Qin
author_facet Zhang, Ling
Gu, Chan
Yang, Lijiang
Tang, Fuchou
Gao, Yi Qin
author_sort Zhang, Ling
collection PubMed
description Methylation of cytosine at the 5 position of the pyrimidine ring is the most prevalent and significant epigenetic modifications in mammalian DNA. The CpG methylation level shows a bimodal distribution but the bimodality can be overestimated due to the heterogeneity of per-base depth. Here, we developed an algorithm to eliminate the effect of per-base depth inhomogeneity on the bimodality and obtained a random CpG methylation distribution. By quantifying the deviation of the observed methylation distribution and the random one using the information formula, we find that in tetranucleotides 5’-N(5)CGN(3)-3’ (N(5), N(3) = A, C, G or T), GCGN(3) and CCGN(3) show less apparent deviation than ACGN(3) and TCGN(3), indicating that GCGN(3) and CCGN(3) are less variant in their level of methylation. The methylation variation of N(5)CGN(3) are conserved among different cells, tissues and species, implying common features in the mechanisms of methylation and demethylation, presumably mediated by DNMTs and TETs in mammalians, respectively. Sequence dependence of DNA methylation variation also relates to gene regulatory and promotes the reexamination of the role of DNA sequence in fundamental biological processes.
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spelling pubmed-56468692017-10-30 The sequence preference of DNA methylation variation in mammalians Zhang, Ling Gu, Chan Yang, Lijiang Tang, Fuchou Gao, Yi Qin PLoS One Research Article Methylation of cytosine at the 5 position of the pyrimidine ring is the most prevalent and significant epigenetic modifications in mammalian DNA. The CpG methylation level shows a bimodal distribution but the bimodality can be overestimated due to the heterogeneity of per-base depth. Here, we developed an algorithm to eliminate the effect of per-base depth inhomogeneity on the bimodality and obtained a random CpG methylation distribution. By quantifying the deviation of the observed methylation distribution and the random one using the information formula, we find that in tetranucleotides 5’-N(5)CGN(3)-3’ (N(5), N(3) = A, C, G or T), GCGN(3) and CCGN(3) show less apparent deviation than ACGN(3) and TCGN(3), indicating that GCGN(3) and CCGN(3) are less variant in their level of methylation. The methylation variation of N(5)CGN(3) are conserved among different cells, tissues and species, implying common features in the mechanisms of methylation and demethylation, presumably mediated by DNMTs and TETs in mammalians, respectively. Sequence dependence of DNA methylation variation also relates to gene regulatory and promotes the reexamination of the role of DNA sequence in fundamental biological processes. Public Library of Science 2017-10-18 /pmc/articles/PMC5646869/ /pubmed/29045493 http://dx.doi.org/10.1371/journal.pone.0186559 Text en © 2017 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhang, Ling
Gu, Chan
Yang, Lijiang
Tang, Fuchou
Gao, Yi Qin
The sequence preference of DNA methylation variation in mammalians
title The sequence preference of DNA methylation variation in mammalians
title_full The sequence preference of DNA methylation variation in mammalians
title_fullStr The sequence preference of DNA methylation variation in mammalians
title_full_unstemmed The sequence preference of DNA methylation variation in mammalians
title_short The sequence preference of DNA methylation variation in mammalians
title_sort sequence preference of dna methylation variation in mammalians
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5646869/
https://www.ncbi.nlm.nih.gov/pubmed/29045493
http://dx.doi.org/10.1371/journal.pone.0186559
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