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Universality of the DNA methylation codes in Eucaryotes
Genetics and epigenetics are tightly linked heritable information classes. Question arises if epigenetics provides just a set of environment dependent instructions, or whether it is integral part of an inheritance system. We argued that in the latter case the epigenetic code should share the univers...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6336885/ https://www.ncbi.nlm.nih.gov/pubmed/30655579 http://dx.doi.org/10.1038/s41598-018-37407-8 |
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author | Aliaga, Benoît Bulla, Ingo Mouahid, Gabriel Duval, David Grunau, Christoph |
author_facet | Aliaga, Benoît Bulla, Ingo Mouahid, Gabriel Duval, David Grunau, Christoph |
author_sort | Aliaga, Benoît |
collection | PubMed |
description | Genetics and epigenetics are tightly linked heritable information classes. Question arises if epigenetics provides just a set of environment dependent instructions, or whether it is integral part of an inheritance system. We argued that in the latter case the epigenetic code should share the universality quality of the genetic code. We focused on DNA methylation. Since availability of DNA methylation data is biased towards model organisms we developed a method that uses kernel density estimations of CpG observed/expected ratios to infer DNA methylation types in any genome. We show here that our method allows for robust prediction of mosaic and full gene body methylation with a PPV of 1 and 0.87, respectively. We used this prediction to complement experimental data, and applied hierarchical clustering to identify methylation types in ~150 eucaryotic species covering different body plans, reproduction types and living conditions. Our analysis indicates that there are only four gene body methylation types. These types do not follow phylogeny (i.e. phylogenetically distant clades can have identical methylation types) but they are consistent within clades. We conclude that the gene body DNA methylation codes have universality similar to the universality of the genetic code and should consequently be considered as part of the inheritance system. |
format | Online Article Text |
id | pubmed-6336885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63368852019-01-22 Universality of the DNA methylation codes in Eucaryotes Aliaga, Benoît Bulla, Ingo Mouahid, Gabriel Duval, David Grunau, Christoph Sci Rep Article Genetics and epigenetics are tightly linked heritable information classes. Question arises if epigenetics provides just a set of environment dependent instructions, or whether it is integral part of an inheritance system. We argued that in the latter case the epigenetic code should share the universality quality of the genetic code. We focused on DNA methylation. Since availability of DNA methylation data is biased towards model organisms we developed a method that uses kernel density estimations of CpG observed/expected ratios to infer DNA methylation types in any genome. We show here that our method allows for robust prediction of mosaic and full gene body methylation with a PPV of 1 and 0.87, respectively. We used this prediction to complement experimental data, and applied hierarchical clustering to identify methylation types in ~150 eucaryotic species covering different body plans, reproduction types and living conditions. Our analysis indicates that there are only four gene body methylation types. These types do not follow phylogeny (i.e. phylogenetically distant clades can have identical methylation types) but they are consistent within clades. We conclude that the gene body DNA methylation codes have universality similar to the universality of the genetic code and should consequently be considered as part of the inheritance system. Nature Publishing Group UK 2019-01-17 /pmc/articles/PMC6336885/ /pubmed/30655579 http://dx.doi.org/10.1038/s41598-018-37407-8 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Aliaga, Benoît Bulla, Ingo Mouahid, Gabriel Duval, David Grunau, Christoph Universality of the DNA methylation codes in Eucaryotes |
title | Universality of the DNA methylation codes in Eucaryotes |
title_full | Universality of the DNA methylation codes in Eucaryotes |
title_fullStr | Universality of the DNA methylation codes in Eucaryotes |
title_full_unstemmed | Universality of the DNA methylation codes in Eucaryotes |
title_short | Universality of the DNA methylation codes in Eucaryotes |
title_sort | universality of the dna methylation codes in eucaryotes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6336885/ https://www.ncbi.nlm.nih.gov/pubmed/30655579 http://dx.doi.org/10.1038/s41598-018-37407-8 |
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