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Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize
BACKGROUND: Variation in DNA methylation across distinct genetic populations, or in response to specific biotic or abiotic stimuli, has typically been studied in leaf DNA from pooled individuals using either reduced representation bisulfite sequencing, whole genome bisulfite sequencing (WGBS) or met...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5324254/ https://www.ncbi.nlm.nih.gov/pubmed/28231765 http://dx.doi.org/10.1186/s12870-017-0997-3 |
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author | Lauria, Massimiliano Echegoyen-Nava, Rodrigo Antonio Rodríguez-Ríos, Dalia Zaina, Silvio Lund, Gertrud |
author_facet | Lauria, Massimiliano Echegoyen-Nava, Rodrigo Antonio Rodríguez-Ríos, Dalia Zaina, Silvio Lund, Gertrud |
author_sort | Lauria, Massimiliano |
collection | PubMed |
description | BACKGROUND: Variation in DNA methylation across distinct genetic populations, or in response to specific biotic or abiotic stimuli, has typically been studied in leaf DNA from pooled individuals using either reduced representation bisulfite sequencing, whole genome bisulfite sequencing (WGBS) or methylation sensitive amplified polymorphism (MSAP). The latter represents a useful alterative when sample size is large, or when analysing methylation changes in genomes that have yet to be sequenced. In this study we compared variation in methylation across ten individual leaf and endosperm samples from maize hybrid and inbred lines using MSAP. We also addressed the methodological implications of analysing methylation variation using pooled versus individual DNA samples, in addition to the validity of MSAP compared to WGBS. Finally, we analysed a subset of variable and non-variable fragments with respect to genomic location, vicinity to repetitive elements and expression patterns across leaf and endosperm tissues. RESULTS: On average, 30% of individuals showed inter-individual methylation variation, mostly of leaf and endosperm-specific differentially methylated DNA regions. With the exception of low frequency demethylation events, the bulk of inter-individual methylation variation (84 and 80% in leaf and endosperm, respectively) was effectively captured in DNA from pooled individuals. Furthermore, available genome-wide methylation data largely confirmed MSAP leaf methylation profiles. Most variable methylation that mapped within genes was associated with CG methylation, and many of such genes showed tissue-specific expression profiles. Finally, we found that the hAT DNA transposon was the most common class II transposable element found in close proximity to variable DNA regions. CONCLUSIONS: The relevance of our results with respect to future studies of methylation variation is the following: firstly, the finding that inter-individual methylation variation is largely restricted to tissue-specific differentially methylated DNA regions, underlines the importance of tissue-type when analysing the methylation response to a defined stimulus. Secondly, we show that pooled sample-based MSAP studies are methodologically appropriate to study methylation variation. Thirdly, we confirm that MSAP is a powerful tool when WGBS is not required or feasible, for example in plant species that have yet to be sequenced. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12870-017-0997-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5324254 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-53242542017-03-01 Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize Lauria, Massimiliano Echegoyen-Nava, Rodrigo Antonio Rodríguez-Ríos, Dalia Zaina, Silvio Lund, Gertrud BMC Plant Biol Research Article BACKGROUND: Variation in DNA methylation across distinct genetic populations, or in response to specific biotic or abiotic stimuli, has typically been studied in leaf DNA from pooled individuals using either reduced representation bisulfite sequencing, whole genome bisulfite sequencing (WGBS) or methylation sensitive amplified polymorphism (MSAP). The latter represents a useful alterative when sample size is large, or when analysing methylation changes in genomes that have yet to be sequenced. In this study we compared variation in methylation across ten individual leaf and endosperm samples from maize hybrid and inbred lines using MSAP. We also addressed the methodological implications of analysing methylation variation using pooled versus individual DNA samples, in addition to the validity of MSAP compared to WGBS. Finally, we analysed a subset of variable and non-variable fragments with respect to genomic location, vicinity to repetitive elements and expression patterns across leaf and endosperm tissues. RESULTS: On average, 30% of individuals showed inter-individual methylation variation, mostly of leaf and endosperm-specific differentially methylated DNA regions. With the exception of low frequency demethylation events, the bulk of inter-individual methylation variation (84 and 80% in leaf and endosperm, respectively) was effectively captured in DNA from pooled individuals. Furthermore, available genome-wide methylation data largely confirmed MSAP leaf methylation profiles. Most variable methylation that mapped within genes was associated with CG methylation, and many of such genes showed tissue-specific expression profiles. Finally, we found that the hAT DNA transposon was the most common class II transposable element found in close proximity to variable DNA regions. CONCLUSIONS: The relevance of our results with respect to future studies of methylation variation is the following: firstly, the finding that inter-individual methylation variation is largely restricted to tissue-specific differentially methylated DNA regions, underlines the importance of tissue-type when analysing the methylation response to a defined stimulus. Secondly, we show that pooled sample-based MSAP studies are methodologically appropriate to study methylation variation. Thirdly, we confirm that MSAP is a powerful tool when WGBS is not required or feasible, for example in plant species that have yet to be sequenced. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12870-017-0997-3) contains supplementary material, which is available to authorized users. BioMed Central 2017-02-23 /pmc/articles/PMC5324254/ /pubmed/28231765 http://dx.doi.org/10.1186/s12870-017-0997-3 Text en © The Author(s). 2017 Open AccessThis 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 Lauria, Massimiliano Echegoyen-Nava, Rodrigo Antonio Rodríguez-Ríos, Dalia Zaina, Silvio Lund, Gertrud Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize |
title | Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize |
title_full | Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize |
title_fullStr | Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize |
title_full_unstemmed | Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize |
title_short | Inter-individual variation in DNA methylation is largely restricted to tissue-specific differentially methylated regions in maize |
title_sort | inter-individual variation in dna methylation is largely restricted to tissue-specific differentially methylated regions in maize |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5324254/ https://www.ncbi.nlm.nih.gov/pubmed/28231765 http://dx.doi.org/10.1186/s12870-017-0997-3 |
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