Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments

Detalhes bibliográficos
Autor(a) principal: Jacinto Pereira, Wendell
Data de Publicação: 2020
Outros Autores: de Castro Rodrigues Pappas, Marília, Camargo Campoe, Otávio [UNESP], Stape, José Luiz, Grattapaglia, Dario, Joannis Pappas Jr, Georgios
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.foreco.2020.118319
http://hdl.handle.net/11449/199051
Resumo: Phenotypic plasticity refers to the ability of a single genotype to express distinct phenotypes in response to the environment, a crucial feature for sessile organisms like forest trees, especially in a scenario of global climate change. Several studies show that epigenetic regulation plays an important role in this plastic adaptation response, driving the search for associations between natural epigenetic variation with environmental cues and phenotypic traits based on patterns of cytosine methylation. Clonally propagated trees across variable sites offer a robust system to control for the confounding effect of the background genetic variation among genotypes, allowing the analysis of epigenetic modifications in response to variable environments. In this study we investigated the overall patterns of epigenetic changes by the analysis of the genome-wide DNA methylation status based on high throughput MS-DArT-seq (Methyl Sensitive DArT-seq sequencing) of reduced genome complexity representations. We compared patterns of DNA methylation of biological replicates of leaf and xylem tissue samples of four commercially planted elite Eucalyptus grandis × Eucalyptus urophylla clones and one Eucalyptus urophylla in two contrasting sites in Brazil, and the association of these methylation patterns with the environments and growth traits. DNA sequence reads were mapped against the Eucalyptus grandis reference genome, counting and annotating differentially methylated sites. A total of 90,378 MS-DArT-seq sites were identified, the majority (~70%) located in genes and 10% in transposable elements. The distribution of methylation sites showed extensive variation between the five genotypes and the environments. Sets of methylation sites exclusive to each location were identified for each clone but no consistently shared epigenetic marks for all five clones were found across environments. Multiple correspondence analysis suggests a significant contribution of the genetic background on the distribution of methylation changes. We used a gene-environment association analysis to search for association of methylation patterns with growth traits. A total of 445 methylation sites across all 11 Eucalyptus chromosomes were found significantly associated with one or more of the three measured traits (total height, estimated volume and breast high diameter). The absence of clustered differentially methylated sites is consistent with the fact that complex growth traits are governed by a large number of loci of small effect across the entire genome suggesting that this same pattern will likely hold for what regards epigenetic marks.
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spelling Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environmentsEpigeneticsMS-DArT-seqPhenotypic plasticityTECHSPhenotypic plasticity refers to the ability of a single genotype to express distinct phenotypes in response to the environment, a crucial feature for sessile organisms like forest trees, especially in a scenario of global climate change. Several studies show that epigenetic regulation plays an important role in this plastic adaptation response, driving the search for associations between natural epigenetic variation with environmental cues and phenotypic traits based on patterns of cytosine methylation. Clonally propagated trees across variable sites offer a robust system to control for the confounding effect of the background genetic variation among genotypes, allowing the analysis of epigenetic modifications in response to variable environments. In this study we investigated the overall patterns of epigenetic changes by the analysis of the genome-wide DNA methylation status based on high throughput MS-DArT-seq (Methyl Sensitive DArT-seq sequencing) of reduced genome complexity representations. We compared patterns of DNA methylation of biological replicates of leaf and xylem tissue samples of four commercially planted elite Eucalyptus grandis × Eucalyptus urophylla clones and one Eucalyptus urophylla in two contrasting sites in Brazil, and the association of these methylation patterns with the environments and growth traits. DNA sequence reads were mapped against the Eucalyptus grandis reference genome, counting and annotating differentially methylated sites. A total of 90,378 MS-DArT-seq sites were identified, the majority (~70%) located in genes and 10% in transposable elements. The distribution of methylation sites showed extensive variation between the five genotypes and the environments. Sets of methylation sites exclusive to each location were identified for each clone but no consistently shared epigenetic marks for all five clones were found across environments. Multiple correspondence analysis suggests a significant contribution of the genetic background on the distribution of methylation changes. We used a gene-environment association analysis to search for association of methylation patterns with growth traits. A total of 445 methylation sites across all 11 Eucalyptus chromosomes were found significantly associated with one or more of the three measured traits (total height, estimated volume and breast high diameter). The absence of clustered differentially methylated sites is consistent with the fact that complex growth traits are governed by a large number of loci of small effect across the entire genome suggesting that this same pattern will likely hold for what regards epigenetic marks.Department of Cell Biology University of BrasíliaEmbrapa Genetic Resources and BiotechnologyDepartment of Forest Sciences Federal University of Lavras – UFLADepartment of Forest Science São Paulo State University – UNESPDepartment of Forestry and Environmental Resources – SuzanoUniversidade Católica de BrasíliaDepartment of Forest Science São Paulo State University – UNESPUniversity of BrasíliaEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Universidade Federal de Lavras (UFLA)Universidade Estadual Paulista (Unesp)Universidade Católica de BrasíliaJacinto Pereira, Wendellde Castro Rodrigues Pappas, MaríliaCamargo Campoe, Otávio [UNESP]Stape, José LuizGrattapaglia, DarioJoannis Pappas Jr, Georgios2020-12-12T01:29:27Z2020-12-12T01:29:27Z2020-10-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.foreco.2020.118319Forest Ecology and Management, v. 474.0378-1127http://hdl.handle.net/11449/19905110.1016/j.foreco.2020.1183192-s2.0-85087197792Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengForest Ecology and Managementinfo:eu-repo/semantics/openAccess2021-10-23T01:58:10Zoai:repositorio.unesp.br:11449/199051Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T21:02:05.195682Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
title Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
spellingShingle Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
Jacinto Pereira, Wendell
Epigenetics
MS-DArT-seq
Phenotypic plasticity
TECHS
title_short Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
title_full Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
title_fullStr Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
title_full_unstemmed Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
title_sort Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
author Jacinto Pereira, Wendell
author_facet Jacinto Pereira, Wendell
de Castro Rodrigues Pappas, Marília
Camargo Campoe, Otávio [UNESP]
Stape, José Luiz
Grattapaglia, Dario
Joannis Pappas Jr, Georgios
author_role author
author2 de Castro Rodrigues Pappas, Marília
Camargo Campoe, Otávio [UNESP]
Stape, José Luiz
Grattapaglia, Dario
Joannis Pappas Jr, Georgios
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv University of Brasília
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
Universidade Federal de Lavras (UFLA)
Universidade Estadual Paulista (Unesp)
Universidade Católica de Brasília
dc.contributor.author.fl_str_mv Jacinto Pereira, Wendell
de Castro Rodrigues Pappas, Marília
Camargo Campoe, Otávio [UNESP]
Stape, José Luiz
Grattapaglia, Dario
Joannis Pappas Jr, Georgios
dc.subject.por.fl_str_mv Epigenetics
MS-DArT-seq
Phenotypic plasticity
TECHS
topic Epigenetics
MS-DArT-seq
Phenotypic plasticity
TECHS
description Phenotypic plasticity refers to the ability of a single genotype to express distinct phenotypes in response to the environment, a crucial feature for sessile organisms like forest trees, especially in a scenario of global climate change. Several studies show that epigenetic regulation plays an important role in this plastic adaptation response, driving the search for associations between natural epigenetic variation with environmental cues and phenotypic traits based on patterns of cytosine methylation. Clonally propagated trees across variable sites offer a robust system to control for the confounding effect of the background genetic variation among genotypes, allowing the analysis of epigenetic modifications in response to variable environments. In this study we investigated the overall patterns of epigenetic changes by the analysis of the genome-wide DNA methylation status based on high throughput MS-DArT-seq (Methyl Sensitive DArT-seq sequencing) of reduced genome complexity representations. We compared patterns of DNA methylation of biological replicates of leaf and xylem tissue samples of four commercially planted elite Eucalyptus grandis × Eucalyptus urophylla clones and one Eucalyptus urophylla in two contrasting sites in Brazil, and the association of these methylation patterns with the environments and growth traits. DNA sequence reads were mapped against the Eucalyptus grandis reference genome, counting and annotating differentially methylated sites. A total of 90,378 MS-DArT-seq sites were identified, the majority (~70%) located in genes and 10% in transposable elements. The distribution of methylation sites showed extensive variation between the five genotypes and the environments. Sets of methylation sites exclusive to each location were identified for each clone but no consistently shared epigenetic marks for all five clones were found across environments. Multiple correspondence analysis suggests a significant contribution of the genetic background on the distribution of methylation changes. We used a gene-environment association analysis to search for association of methylation patterns with growth traits. A total of 445 methylation sites across all 11 Eucalyptus chromosomes were found significantly associated with one or more of the three measured traits (total height, estimated volume and breast high diameter). The absence of clustered differentially methylated sites is consistent with the fact that complex growth traits are governed by a large number of loci of small effect across the entire genome suggesting that this same pattern will likely hold for what regards epigenetic marks.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-12T01:29:27Z
2020-12-12T01:29:27Z
2020-10-15
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.foreco.2020.118319
Forest Ecology and Management, v. 474.
0378-1127
http://hdl.handle.net/11449/199051
10.1016/j.foreco.2020.118319
2-s2.0-85087197792
url http://dx.doi.org/10.1016/j.foreco.2020.118319
http://hdl.handle.net/11449/199051
identifier_str_mv Forest Ecology and Management, v. 474.
0378-1127
10.1016/j.foreco.2020.118319
2-s2.0-85087197792
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Forest Ecology and Management
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
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instname_str Universidade Estadual Paulista (UNESP)
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reponame_str Repositório Institucional da UNESP
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repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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