Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species

Autores
Cascales, Jimena; Acevedo, Raúl Maximiliano; Paiva, Daniela Ivana; Gottlieb, Alexandra Marina
Año de publicación
2021
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Differential epigenetic (DNA cytosine methylation) and gene expression patterns were investigated in reproductive and vegetative organs from Ilex paraguariensis and I. dumosa, at distinct developmental stages. We aimed at contributing towards elucidating major molecular changes underlying the sexual differentiation processes which, in these dioecious species, are completely unknown. Simultaneously, as a first step towards the development of an early sexing system, we searched for promising molecular markers. This was assessed through Methylation Sensitive Amplified Polymorphism (MSAP) and Amplified Fragment Length Polymorphism on cDNA (cDNA-AFLP) techniques, applying discriminant multivariate analyses, and bioinformatic characterization of differential fragments. A significant positive correlation was found between epigenetic and indirect ‘genetic’ information for both species, indicating influence of the genetic background on the epigenetic variation. Higher epigenetic than genetic diversities were estimated. Our outcomes showed up to 1.86 times more representation of mCG subepiloci than mCCG in all organs sampled. Along the maturing stages of floral buds, the frequency of mCG evidenced an incremental trend, whereas mCCG and unmethylated conditions showed opposite tendencies. Reproductive and vegetative samples tended to cluster apart based on epigenetic patterns; at gene expression level, organs exhibited clear-cut distinctive patterns, nonetheless profiles of young leaves and floral primordia resemble. Epigenetic and expression data allowed discrimination of I. dumosa´s samples according to the gender of the donor; more elusive patterns were observed for I. paraguariensis. In total, 102 differentially methylated and expressed fragments were characterized bioinformatically. Forty-three were annotated in various functional categories; four candidate markers were validated through qPCR, finding statistical differences among organs but not among sexes. The methylation condition of epilocus C13m33 appears as indicative of gender in both species. Thirty-three organ-specific and 34 gender-specific methylated markers were discriminated and deserve further research, particularly those expressed in leaves. Our study contributes concrete candidate markers with potential for practical application.
EEA Montecarlo
Fil: Cascales, Jimena. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Ecología, Genética y Evolución; Argentina
Fil: Cascales, Jimena. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Acevedo, Raúl M. Universidad Nacional del Nordeste. Facultad de Ciencias Agrarias. Instituto de Botánica del Nordeste. Laboratorio de Biotecnología Aplicada y Genómica Funcional; Argentina
Fil: Acevedo, Raúl M. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Botánica del Nordeste; Argentina
Fil: Paiva, Daniela Ivana. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Montecarlo; Argentina
Fil: Paiva, Daniela Ivana. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Gottlieb, Alexandra Marina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Ecología, Genética y Evolución; Argentina
Fil: Gottlieb, Alexandra Marina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fuente
Journal of Plant Research ( Published: 23 March 2021)
Materia
Ilex
Ilex paraguariensis
Expresión Génica
Marcadores Genéticos
Análisis Multivariante
Metilación
Gene Expression
Genetic Markers
Multivariate Analysis
Methylation
Marcadores Moleculares
Yerba Mate
Nivel de accesibilidad
acceso restringido
Condiciones de uso
Repositorio
INTA Digital (INTA)
Institución
Instituto Nacional de Tecnología Agropecuaria
OAI Identificador
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spelling Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex speciesCascales, JimenaAcevedo, Raúl MaximilianoPaiva, Daniela IvanaGottlieb, Alexandra MarinaIlexIlex paraguariensisExpresión GénicaMarcadores GenéticosAnálisis MultivarianteMetilaciónGene ExpressionGenetic MarkersMultivariate AnalysisMethylationMarcadores MolecularesYerba MateDifferential epigenetic (DNA cytosine methylation) and gene expression patterns were investigated in reproductive and vegetative organs from Ilex paraguariensis and I. dumosa, at distinct developmental stages. We aimed at contributing towards elucidating major molecular changes underlying the sexual differentiation processes which, in these dioecious species, are completely unknown. Simultaneously, as a first step towards the development of an early sexing system, we searched for promising molecular markers. This was assessed through Methylation Sensitive Amplified Polymorphism (MSAP) and Amplified Fragment Length Polymorphism on cDNA (cDNA-AFLP) techniques, applying discriminant multivariate analyses, and bioinformatic characterization of differential fragments. A significant positive correlation was found between epigenetic and indirect ‘genetic’ information for both species, indicating influence of the genetic background on the epigenetic variation. Higher epigenetic than genetic diversities were estimated. Our outcomes showed up to 1.86 times more representation of mCG subepiloci than mCCG in all organs sampled. Along the maturing stages of floral buds, the frequency of mCG evidenced an incremental trend, whereas mCCG and unmethylated conditions showed opposite tendencies. Reproductive and vegetative samples tended to cluster apart based on epigenetic patterns; at gene expression level, organs exhibited clear-cut distinctive patterns, nonetheless profiles of young leaves and floral primordia resemble. Epigenetic and expression data allowed discrimination of I. dumosa´s samples according to the gender of the donor; more elusive patterns were observed for I. paraguariensis. In total, 102 differentially methylated and expressed fragments were characterized bioinformatically. Forty-three were annotated in various functional categories; four candidate markers were validated through qPCR, finding statistical differences among organs but not among sexes. The methylation condition of epilocus C13m33 appears as indicative of gender in both species. Thirty-three organ-specific and 34 gender-specific methylated markers were discriminated and deserve further research, particularly those expressed in leaves. Our study contributes concrete candidate markers with potential for practical application.EEA MontecarloFil: Cascales, Jimena. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Ecología, Genética y Evolución; ArgentinaFil: Cascales, Jimena. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Acevedo, Raúl M. Universidad Nacional del Nordeste. Facultad de Ciencias Agrarias. Instituto de Botánica del Nordeste. Laboratorio de Biotecnología Aplicada y Genómica Funcional; ArgentinaFil: Acevedo, Raúl M. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Botánica del Nordeste; ArgentinaFil: Paiva, Daniela Ivana. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Montecarlo; ArgentinaFil: Paiva, Daniela Ivana. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Gottlieb, Alexandra Marina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Ecología, Genética y Evolución; ArgentinaFil: Gottlieb, Alexandra Marina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaSpringer2021-03-31T13:06:46Z2021-03-31T13:06:46Z2021-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/20.500.12123/9008https://link.springer.com/article/10.1007/s10265-021-01279-30918-94401618-0860https://doi.org/10.1007/s10265-021-01279-3Journal of Plant Research ( Published: 23 March 2021)reponame:INTA Digital (INTA)instname:Instituto Nacional de Tecnología Agropecuariaenginfo:eu-repo/semantics/restrictedAccess2025-09-29T13:45:10Zoai:localhost:20.500.12123/9008instacron:INTAInstitucionalhttp://repositorio.inta.gob.ar/Organismo científico-tecnológicoNo correspondehttp://repositorio.inta.gob.ar/oai/requesttripaldi.nicolas@inta.gob.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:l2025-09-29 13:45:10.985INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuariafalse
dc.title.none.fl_str_mv Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
title Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
spellingShingle Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
Cascales, Jimena
Ilex
Ilex paraguariensis
Expresión Génica
Marcadores Genéticos
Análisis Multivariante
Metilación
Gene Expression
Genetic Markers
Multivariate Analysis
Methylation
Marcadores Moleculares
Yerba Mate
title_short Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
title_full Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
title_fullStr Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
title_full_unstemmed Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
title_sort Differential DNA methylation and gene expression during development of reproductive and vegetative organs in Ilex species
dc.creator.none.fl_str_mv Cascales, Jimena
Acevedo, Raúl Maximiliano
Paiva, Daniela Ivana
Gottlieb, Alexandra Marina
author Cascales, Jimena
author_facet Cascales, Jimena
Acevedo, Raúl Maximiliano
Paiva, Daniela Ivana
Gottlieb, Alexandra Marina
author_role author
author2 Acevedo, Raúl Maximiliano
Paiva, Daniela Ivana
Gottlieb, Alexandra Marina
author2_role author
author
author
dc.subject.none.fl_str_mv Ilex
Ilex paraguariensis
Expresión Génica
Marcadores Genéticos
Análisis Multivariante
Metilación
Gene Expression
Genetic Markers
Multivariate Analysis
Methylation
Marcadores Moleculares
Yerba Mate
topic Ilex
Ilex paraguariensis
Expresión Génica
Marcadores Genéticos
Análisis Multivariante
Metilación
Gene Expression
Genetic Markers
Multivariate Analysis
Methylation
Marcadores Moleculares
Yerba Mate
dc.description.none.fl_txt_mv Differential epigenetic (DNA cytosine methylation) and gene expression patterns were investigated in reproductive and vegetative organs from Ilex paraguariensis and I. dumosa, at distinct developmental stages. We aimed at contributing towards elucidating major molecular changes underlying the sexual differentiation processes which, in these dioecious species, are completely unknown. Simultaneously, as a first step towards the development of an early sexing system, we searched for promising molecular markers. This was assessed through Methylation Sensitive Amplified Polymorphism (MSAP) and Amplified Fragment Length Polymorphism on cDNA (cDNA-AFLP) techniques, applying discriminant multivariate analyses, and bioinformatic characterization of differential fragments. A significant positive correlation was found between epigenetic and indirect ‘genetic’ information for both species, indicating influence of the genetic background on the epigenetic variation. Higher epigenetic than genetic diversities were estimated. Our outcomes showed up to 1.86 times more representation of mCG subepiloci than mCCG in all organs sampled. Along the maturing stages of floral buds, the frequency of mCG evidenced an incremental trend, whereas mCCG and unmethylated conditions showed opposite tendencies. Reproductive and vegetative samples tended to cluster apart based on epigenetic patterns; at gene expression level, organs exhibited clear-cut distinctive patterns, nonetheless profiles of young leaves and floral primordia resemble. Epigenetic and expression data allowed discrimination of I. dumosa´s samples according to the gender of the donor; more elusive patterns were observed for I. paraguariensis. In total, 102 differentially methylated and expressed fragments were characterized bioinformatically. Forty-three were annotated in various functional categories; four candidate markers were validated through qPCR, finding statistical differences among organs but not among sexes. The methylation condition of epilocus C13m33 appears as indicative of gender in both species. Thirty-three organ-specific and 34 gender-specific methylated markers were discriminated and deserve further research, particularly those expressed in leaves. Our study contributes concrete candidate markers with potential for practical application.
EEA Montecarlo
Fil: Cascales, Jimena. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Ecología, Genética y Evolución; Argentina
Fil: Cascales, Jimena. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Acevedo, Raúl M. Universidad Nacional del Nordeste. Facultad de Ciencias Agrarias. Instituto de Botánica del Nordeste. Laboratorio de Biotecnología Aplicada y Genómica Funcional; Argentina
Fil: Acevedo, Raúl M. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Botánica del Nordeste; Argentina
Fil: Paiva, Daniela Ivana. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Montecarlo; Argentina
Fil: Paiva, Daniela Ivana. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Gottlieb, Alexandra Marina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Ecología, Genética y Evolución; Argentina
Fil: Gottlieb, Alexandra Marina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
description Differential epigenetic (DNA cytosine methylation) and gene expression patterns were investigated in reproductive and vegetative organs from Ilex paraguariensis and I. dumosa, at distinct developmental stages. We aimed at contributing towards elucidating major molecular changes underlying the sexual differentiation processes which, in these dioecious species, are completely unknown. Simultaneously, as a first step towards the development of an early sexing system, we searched for promising molecular markers. This was assessed through Methylation Sensitive Amplified Polymorphism (MSAP) and Amplified Fragment Length Polymorphism on cDNA (cDNA-AFLP) techniques, applying discriminant multivariate analyses, and bioinformatic characterization of differential fragments. A significant positive correlation was found between epigenetic and indirect ‘genetic’ information for both species, indicating influence of the genetic background on the epigenetic variation. Higher epigenetic than genetic diversities were estimated. Our outcomes showed up to 1.86 times more representation of mCG subepiloci than mCCG in all organs sampled. Along the maturing stages of floral buds, the frequency of mCG evidenced an incremental trend, whereas mCCG and unmethylated conditions showed opposite tendencies. Reproductive and vegetative samples tended to cluster apart based on epigenetic patterns; at gene expression level, organs exhibited clear-cut distinctive patterns, nonetheless profiles of young leaves and floral primordia resemble. Epigenetic and expression data allowed discrimination of I. dumosa´s samples according to the gender of the donor; more elusive patterns were observed for I. paraguariensis. In total, 102 differentially methylated and expressed fragments were characterized bioinformatically. Forty-three were annotated in various functional categories; four candidate markers were validated through qPCR, finding statistical differences among organs but not among sexes. The methylation condition of epilocus C13m33 appears as indicative of gender in both species. Thirty-three organ-specific and 34 gender-specific methylated markers were discriminated and deserve further research, particularly those expressed in leaves. Our study contributes concrete candidate markers with potential for practical application.
publishDate 2021
dc.date.none.fl_str_mv 2021-03-31T13:06:46Z
2021-03-31T13:06:46Z
2021-03
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
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info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/20.500.12123/9008
https://link.springer.com/article/10.1007/s10265-021-01279-3
0918-9440
1618-0860
https://doi.org/10.1007/s10265-021-01279-3
url http://hdl.handle.net/20.500.12123/9008
https://link.springer.com/article/10.1007/s10265-021-01279-3
https://doi.org/10.1007/s10265-021-01279-3
identifier_str_mv 0918-9440
1618-0860
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/restrictedAccess
eu_rights_str_mv restrictedAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv Journal of Plant Research ( Published: 23 March 2021)
reponame:INTA Digital (INTA)
instname:Instituto Nacional de Tecnología Agropecuaria
reponame_str INTA Digital (INTA)
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instname_str Instituto Nacional de Tecnología Agropecuaria
repository.name.fl_str_mv INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuaria
repository.mail.fl_str_mv tripaldi.nicolas@inta.gob.ar
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