Patterns of DNA methylation changes in elite Eucalyptus clones across contrasting environments
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , |
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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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) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
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1808129276467216384 |