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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5646869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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