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Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data

Knowledge on the genetic composition of Quercus petraea in south-eastern Europe is limited despite the species’ significant role in the re-colonisation of Europe during the Holocene, and the diverse climate and physical geography of the region. Therefore, it is imperative to conduct research on adap...

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Autores principales: Tóth, Endre Gy., Cseke, Klára, Benke, Attila, Lados, Botond B., Tomov, Vladimir T., Zhelev, Petar, Kámpel, József D., Borovics, Attila, Köbölkuti, Zoltán A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382515/
https://www.ncbi.nlm.nih.gov/pubmed/37316726
http://dx.doi.org/10.1038/s41437-023-00629-2
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author Tóth, Endre Gy.
Cseke, Klára
Benke, Attila
Lados, Botond B.
Tomov, Vladimir T.
Zhelev, Petar
Kámpel, József D.
Borovics, Attila
Köbölkuti, Zoltán A.
author_facet Tóth, Endre Gy.
Cseke, Klára
Benke, Attila
Lados, Botond B.
Tomov, Vladimir T.
Zhelev, Petar
Kámpel, József D.
Borovics, Attila
Köbölkuti, Zoltán A.
author_sort Tóth, Endre Gy.
collection PubMed
description Knowledge on the genetic composition of Quercus petraea in south-eastern Europe is limited despite the species’ significant role in the re-colonisation of Europe during the Holocene, and the diverse climate and physical geography of the region. Therefore, it is imperative to conduct research on adaptation in sessile oak to better understand its ecological significance in the region. While large sets of SNPs have been developed for the species, there is a continued need for smaller sets of SNPs that are highly informative about the possible adaptation to this varied landscape. By using double digest restriction site associated DNA sequencing data from our previous study, we mapped RAD-seq loci to the Quercus robur reference genome and identified a set of SNPs putatively related to drought stress-response. A total of 179 individuals from eighteen natural populations at sites covering heterogeneous climatic conditions in the southeastern natural distribution range of Q. petraea were genotyped. The detected highly polymorphic variant sites revealed three genetic clusters with a generally low level of genetic differentiation and balanced diversity among them but showed a north–southeast gradient. Selection tests showed nine outlier SNPs positioned in different functional regions. Genotype-environment association analysis of these markers yielded a total of 53 significant associations, explaining 2.4–16.6% of the total genetic variation. Our work exemplifies that adaptation to drought may be under natural selection in the examined Q. petraea populations.
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spelling pubmed-103825152023-07-30 Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data Tóth, Endre Gy. Cseke, Klára Benke, Attila Lados, Botond B. Tomov, Vladimir T. Zhelev, Petar Kámpel, József D. Borovics, Attila Köbölkuti, Zoltán A. Heredity (Edinb) Article Knowledge on the genetic composition of Quercus petraea in south-eastern Europe is limited despite the species’ significant role in the re-colonisation of Europe during the Holocene, and the diverse climate and physical geography of the region. Therefore, it is imperative to conduct research on adaptation in sessile oak to better understand its ecological significance in the region. While large sets of SNPs have been developed for the species, there is a continued need for smaller sets of SNPs that are highly informative about the possible adaptation to this varied landscape. By using double digest restriction site associated DNA sequencing data from our previous study, we mapped RAD-seq loci to the Quercus robur reference genome and identified a set of SNPs putatively related to drought stress-response. A total of 179 individuals from eighteen natural populations at sites covering heterogeneous climatic conditions in the southeastern natural distribution range of Q. petraea were genotyped. The detected highly polymorphic variant sites revealed three genetic clusters with a generally low level of genetic differentiation and balanced diversity among them but showed a north–southeast gradient. Selection tests showed nine outlier SNPs positioned in different functional regions. Genotype-environment association analysis of these markers yielded a total of 53 significant associations, explaining 2.4–16.6% of the total genetic variation. Our work exemplifies that adaptation to drought may be under natural selection in the examined Q. petraea populations. Springer International Publishing 2023-06-14 2023-08 /pmc/articles/PMC10382515/ /pubmed/37316726 http://dx.doi.org/10.1038/s41437-023-00629-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Tóth, Endre Gy.
Cseke, Klára
Benke, Attila
Lados, Botond B.
Tomov, Vladimir T.
Zhelev, Petar
Kámpel, József D.
Borovics, Attila
Köbölkuti, Zoltán A.
Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data
title Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data
title_full Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data
title_fullStr Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data
title_full_unstemmed Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data
title_short Key triggers of adaptive genetic variability of sessile oak [Q. petraea (Matt.) Liebl.] from the Balkan refugia: outlier detection and association of SNP loci from ddRAD-seq data
title_sort key triggers of adaptive genetic variability of sessile oak [q. petraea (matt.) liebl.] from the balkan refugia: outlier detection and association of snp loci from ddrad-seq data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382515/
https://www.ncbi.nlm.nih.gov/pubmed/37316726
http://dx.doi.org/10.1038/s41437-023-00629-2
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