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DNA methylation footprints during soybean domestication and improvement

BACKGROUND: In addition to genetic variation, epigenetic variation plays an important role in determining various biological processes. The importance of natural genetic variation to crop domestication and improvement has been widely investigated. However, the contribution of epigenetic variation in...

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Autores principales: Shen, Yanting, Zhang, Jixiang, Liu, Yucheng, Liu, Shulin, Liu, Zhi, Duan, Zongbiao, Wang, Zheng, Zhu, Baoge, Guo, Ya-Long, Tian, Zhixi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6130073/
https://www.ncbi.nlm.nih.gov/pubmed/30201012
http://dx.doi.org/10.1186/s13059-018-1516-z
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author Shen, Yanting
Zhang, Jixiang
Liu, Yucheng
Liu, Shulin
Liu, Zhi
Duan, Zongbiao
Wang, Zheng
Zhu, Baoge
Guo, Ya-Long
Tian, Zhixi
author_facet Shen, Yanting
Zhang, Jixiang
Liu, Yucheng
Liu, Shulin
Liu, Zhi
Duan, Zongbiao
Wang, Zheng
Zhu, Baoge
Guo, Ya-Long
Tian, Zhixi
author_sort Shen, Yanting
collection PubMed
description BACKGROUND: In addition to genetic variation, epigenetic variation plays an important role in determining various biological processes. The importance of natural genetic variation to crop domestication and improvement has been widely investigated. However, the contribution of epigenetic variation in crop domestication at population level has rarely been explored. RESULTS: To understand the impact of epigenetics on crop domestication, we investigate the variation of DNA methylation during soybean domestication and improvement by whole-genome bisulfite sequencing of 45 soybean accessions, including wild soybeans, landraces, and cultivars. Through methylomic analysis, we identify 5412 differentially methylated regions (DMRs). These DMRs exhibit characters distinct from those of genetically selected regions. In particular, they have significantly higher genetic diversity. Association analyses suggest only 22.54% of DMRs can be explained by local genetic variations. Intriguingly, genes in the DMRs that are not associated with any genetic variation are enriched in carbohydrate metabolism pathways. CONCLUSIONS: This study provides a valuable map of DNA methylation across diverse accessions and dissects the relationship between DNA methylation variation and genetic variation during soybean domestication, thus expanding our understanding of soybean domestication and improvement. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-018-1516-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-61300732018-09-13 DNA methylation footprints during soybean domestication and improvement Shen, Yanting Zhang, Jixiang Liu, Yucheng Liu, Shulin Liu, Zhi Duan, Zongbiao Wang, Zheng Zhu, Baoge Guo, Ya-Long Tian, Zhixi Genome Biol Research BACKGROUND: In addition to genetic variation, epigenetic variation plays an important role in determining various biological processes. The importance of natural genetic variation to crop domestication and improvement has been widely investigated. However, the contribution of epigenetic variation in crop domestication at population level has rarely been explored. RESULTS: To understand the impact of epigenetics on crop domestication, we investigate the variation of DNA methylation during soybean domestication and improvement by whole-genome bisulfite sequencing of 45 soybean accessions, including wild soybeans, landraces, and cultivars. Through methylomic analysis, we identify 5412 differentially methylated regions (DMRs). These DMRs exhibit characters distinct from those of genetically selected regions. In particular, they have significantly higher genetic diversity. Association analyses suggest only 22.54% of DMRs can be explained by local genetic variations. Intriguingly, genes in the DMRs that are not associated with any genetic variation are enriched in carbohydrate metabolism pathways. CONCLUSIONS: This study provides a valuable map of DNA methylation across diverse accessions and dissects the relationship between DNA methylation variation and genetic variation during soybean domestication, thus expanding our understanding of soybean domestication and improvement. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-018-1516-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-10 /pmc/articles/PMC6130073/ /pubmed/30201012 http://dx.doi.org/10.1186/s13059-018-1516-z Text en © The Author(s). 2018 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
Shen, Yanting
Zhang, Jixiang
Liu, Yucheng
Liu, Shulin
Liu, Zhi
Duan, Zongbiao
Wang, Zheng
Zhu, Baoge
Guo, Ya-Long
Tian, Zhixi
DNA methylation footprints during soybean domestication and improvement
title DNA methylation footprints during soybean domestication and improvement
title_full DNA methylation footprints during soybean domestication and improvement
title_fullStr DNA methylation footprints during soybean domestication and improvement
title_full_unstemmed DNA methylation footprints during soybean domestication and improvement
title_short DNA methylation footprints during soybean domestication and improvement
title_sort dna methylation footprints during soybean domestication and improvement
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6130073/
https://www.ncbi.nlm.nih.gov/pubmed/30201012
http://dx.doi.org/10.1186/s13059-018-1516-z
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