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Genetic diversity of strawberry germplasm using metabolomic biomarkers

High-throughput metabolomics technologies can provide the quantification of metabolites levels across various biological processes in different tissues, organs and species, allowing the identification of genes underpinning these complex traits. Information about changes of metabolites during strawbe...

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Autores principales: Vallarino, José G., de Abreu e Lima, Francisco, Soria, Carmen, Tong, Hao, Pott, Delphine M., Willmitzer, Lothar, Fernie, Alisdair R., Nikoloski, Zoran, Osorio, Sonia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158285/
https://www.ncbi.nlm.nih.gov/pubmed/30258188
http://dx.doi.org/10.1038/s41598-018-32212-9
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author Vallarino, José G.
de Abreu e Lima, Francisco
Soria, Carmen
Tong, Hao
Pott, Delphine M.
Willmitzer, Lothar
Fernie, Alisdair R.
Nikoloski, Zoran
Osorio, Sonia
author_facet Vallarino, José G.
de Abreu e Lima, Francisco
Soria, Carmen
Tong, Hao
Pott, Delphine M.
Willmitzer, Lothar
Fernie, Alisdair R.
Nikoloski, Zoran
Osorio, Sonia
author_sort Vallarino, José G.
collection PubMed
description High-throughput metabolomics technologies can provide the quantification of metabolites levels across various biological processes in different tissues, organs and species, allowing the identification of genes underpinning these complex traits. Information about changes of metabolites during strawberry development and ripening processes is key to aiding the development of new approaches to improve fruit attributes. We used network-based methods and multivariate statistical approaches to characterize and investigate variation in the primary and secondary metabolism of seven domesticated and seven wild strawberry fruit accessions at three different fruit development and ripening stages. Our results demonstrated that Fragaria sub-species can be identified solely based on the gathered metabolic profiles. We also showed that domesticated accessions displayed highly similar metabolic changes due to shared domestication history. Differences between domesticated and wild accessions were detected at the level of metabolite associations which served to rank metabolites whose regulation was mostly altered in the process of domestication. The discovery of comprehensive metabolic variation among strawberry accessions offers opportunities to probe into the genetic basis of variation, providing insights into the pathways to relate metabolic variation with important traits.
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spelling pubmed-61582852018-09-28 Genetic diversity of strawberry germplasm using metabolomic biomarkers Vallarino, José G. de Abreu e Lima, Francisco Soria, Carmen Tong, Hao Pott, Delphine M. Willmitzer, Lothar Fernie, Alisdair R. Nikoloski, Zoran Osorio, Sonia Sci Rep Article High-throughput metabolomics technologies can provide the quantification of metabolites levels across various biological processes in different tissues, organs and species, allowing the identification of genes underpinning these complex traits. Information about changes of metabolites during strawberry development and ripening processes is key to aiding the development of new approaches to improve fruit attributes. We used network-based methods and multivariate statistical approaches to characterize and investigate variation in the primary and secondary metabolism of seven domesticated and seven wild strawberry fruit accessions at three different fruit development and ripening stages. Our results demonstrated that Fragaria sub-species can be identified solely based on the gathered metabolic profiles. We also showed that domesticated accessions displayed highly similar metabolic changes due to shared domestication history. Differences between domesticated and wild accessions were detected at the level of metabolite associations which served to rank metabolites whose regulation was mostly altered in the process of domestication. The discovery of comprehensive metabolic variation among strawberry accessions offers opportunities to probe into the genetic basis of variation, providing insights into the pathways to relate metabolic variation with important traits. Nature Publishing Group UK 2018-09-26 /pmc/articles/PMC6158285/ /pubmed/30258188 http://dx.doi.org/10.1038/s41598-018-32212-9 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Vallarino, José G.
de Abreu e Lima, Francisco
Soria, Carmen
Tong, Hao
Pott, Delphine M.
Willmitzer, Lothar
Fernie, Alisdair R.
Nikoloski, Zoran
Osorio, Sonia
Genetic diversity of strawberry germplasm using metabolomic biomarkers
title Genetic diversity of strawberry germplasm using metabolomic biomarkers
title_full Genetic diversity of strawberry germplasm using metabolomic biomarkers
title_fullStr Genetic diversity of strawberry germplasm using metabolomic biomarkers
title_full_unstemmed Genetic diversity of strawberry germplasm using metabolomic biomarkers
title_short Genetic diversity of strawberry germplasm using metabolomic biomarkers
title_sort genetic diversity of strawberry germplasm using metabolomic biomarkers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158285/
https://www.ncbi.nlm.nih.gov/pubmed/30258188
http://dx.doi.org/10.1038/s41598-018-32212-9
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