Cargando…

The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach

DNA methylation and demethylation are opposing processes that when in balance create stable patterns of epigenetic memory. The control of DNA methylation pattern formation by replication dependent and independent demethylation processes has been suggested to be influenced by Tet mediated oxidation o...

Descripción completa

Detalles Bibliográficos
Autores principales: Giehr, Pascal, Kyriakopoulos, Charalampos, Ficz, Gabriella, Wolf, Verena, Walter, Jörn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4880293/
https://www.ncbi.nlm.nih.gov/pubmed/27224554
http://dx.doi.org/10.1371/journal.pcbi.1004905
_version_ 1782433780033650688
author Giehr, Pascal
Kyriakopoulos, Charalampos
Ficz, Gabriella
Wolf, Verena
Walter, Jörn
author_facet Giehr, Pascal
Kyriakopoulos, Charalampos
Ficz, Gabriella
Wolf, Verena
Walter, Jörn
author_sort Giehr, Pascal
collection PubMed
description DNA methylation and demethylation are opposing processes that when in balance create stable patterns of epigenetic memory. The control of DNA methylation pattern formation by replication dependent and independent demethylation processes has been suggested to be influenced by Tet mediated oxidation of 5mC. Several alternative mechanisms have been proposed suggesting that 5hmC influences either replication dependent maintenance of DNA methylation or replication independent processes of active demethylation. Using high resolution hairpin oxidative bisulfite sequencing data, we precisely determine the amount of 5mC and 5hmC and model the contribution of 5hmC to processes of demethylation in mouse ESCs. We develop an extended hidden Markov model capable of accurately describing the regional contribution of 5hmC to demethylation dynamics. Our analysis shows that 5hmC has a strong impact on replication dependent demethylation, mainly by impairing methylation maintenance.
format Online
Article
Text
id pubmed-4880293
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-48802932016-06-09 The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach Giehr, Pascal Kyriakopoulos, Charalampos Ficz, Gabriella Wolf, Verena Walter, Jörn PLoS Comput Biol Research Article DNA methylation and demethylation are opposing processes that when in balance create stable patterns of epigenetic memory. The control of DNA methylation pattern formation by replication dependent and independent demethylation processes has been suggested to be influenced by Tet mediated oxidation of 5mC. Several alternative mechanisms have been proposed suggesting that 5hmC influences either replication dependent maintenance of DNA methylation or replication independent processes of active demethylation. Using high resolution hairpin oxidative bisulfite sequencing data, we precisely determine the amount of 5mC and 5hmC and model the contribution of 5hmC to processes of demethylation in mouse ESCs. We develop an extended hidden Markov model capable of accurately describing the regional contribution of 5hmC to demethylation dynamics. Our analysis shows that 5hmC has a strong impact on replication dependent demethylation, mainly by impairing methylation maintenance. Public Library of Science 2016-05-25 /pmc/articles/PMC4880293/ /pubmed/27224554 http://dx.doi.org/10.1371/journal.pcbi.1004905 Text en © 2016 Giehr 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
Giehr, Pascal
Kyriakopoulos, Charalampos
Ficz, Gabriella
Wolf, Verena
Walter, Jörn
The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach
title The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach
title_full The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach
title_fullStr The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach
title_full_unstemmed The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach
title_short The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach
title_sort influence of hydroxylation on maintaining cpg methylation patterns: a hidden markov model approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4880293/
https://www.ncbi.nlm.nih.gov/pubmed/27224554
http://dx.doi.org/10.1371/journal.pcbi.1004905
work_keys_str_mv AT giehrpascal theinfluenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT kyriakopouloscharalampos theinfluenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT ficzgabriella theinfluenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT wolfverena theinfluenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT walterjorn theinfluenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT giehrpascal influenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT kyriakopouloscharalampos influenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT ficzgabriella influenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT wolfverena influenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach
AT walterjorn influenceofhydroxylationonmaintainingcpgmethylationpatternsahiddenmarkovmodelapproach