Divergent patterns between phenotypic and genetic variation in Scots pine

In boreal forests, autumn frost tolerance in seedlings is a critical fitness component because it determines survival rates during regeneration. To understand the forces that drive local adaptation in this trait, we conducted freezing tests in a common garden setting for 54 Pinus sylvestris (Scots p...

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Published in:Plant Communications
Main Authors: David Hall, Jenny Olsson, Wei Zhao, Johan Kroon, Ulfstand Wennström, Xiao-Ru Wang
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2021
Subjects:
Online Access:https://doi.org/10.1016/j.xplc.2020.100139
https://doaj.org/article/890ef2b2717a45c489b5d6cd38b88eff
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spelling ftdoajarticles:oai:doaj.org/article:890ef2b2717a45c489b5d6cd38b88eff 2023-05-15T16:12:00+02:00 Divergent patterns between phenotypic and genetic variation in Scots pine David Hall Jenny Olsson Wei Zhao Johan Kroon Ulfstand Wennström Xiao-Ru Wang 2021-01-01T00:00:00Z https://doi.org/10.1016/j.xplc.2020.100139 https://doaj.org/article/890ef2b2717a45c489b5d6cd38b88eff EN eng Elsevier http://www.sciencedirect.com/science/article/pii/S2590346220301826 https://doaj.org/toc/2590-3462 2590-3462 doi:10.1016/j.xplc.2020.100139 https://doaj.org/article/890ef2b2717a45c489b5d6cd38b88eff Plant Communications, Vol 2, Iss 1, Pp 100139- (2021) clinal variation cold hardiness genetic diversity population structure Pinus sylvestris Botany QK1-989 article 2021 ftdoajarticles https://doi.org/10.1016/j.xplc.2020.100139 2022-12-31T10:53:53Z In boreal forests, autumn frost tolerance in seedlings is a critical fitness component because it determines survival rates during regeneration. To understand the forces that drive local adaptation in this trait, we conducted freezing tests in a common garden setting for 54 Pinus sylvestris (Scots pine) populations (>5000 seedlings) collected across Scandinavia into western Russia, and genotyped 24 of these populations (>900 seedlings) at >10 000 SNPs. Variation in cold hardiness among populations, as measured by QST, was above 80% and followed a distinct cline along latitude and longitude, demonstrating significant adaptation to climate at origin. In contrast, the genetic differentiation was very weak (mean FST 0.37%). Despite even allele frequency distribution in the vast majority of SNPs among all populations, a few rare alleles appeared at very high or at fixation in marginal populations restricted to northwestern Fennoscandia. Genotype–environment associations showed that climate variables explained 2.9% of the genetic differentiation, while genotype–phenotype associations revealed a high marker-estimated heritability of frost hardiness of 0.56, but identified no major loci. Very extensive gene flow, strong local adaptation, and signals of complex demographic history across markers are interesting topics of forthcoming studies on this species to better clarify signatures of selection and demography. Article in Journal/Newspaper Fennoscandia Directory of Open Access Journals: DOAJ Articles Plant Communications 2 1 100139
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic clinal variation
cold hardiness
genetic diversity
population structure
Pinus sylvestris
Botany
QK1-989
spellingShingle clinal variation
cold hardiness
genetic diversity
population structure
Pinus sylvestris
Botany
QK1-989
David Hall
Jenny Olsson
Wei Zhao
Johan Kroon
Ulfstand Wennström
Xiao-Ru Wang
Divergent patterns between phenotypic and genetic variation in Scots pine
topic_facet clinal variation
cold hardiness
genetic diversity
population structure
Pinus sylvestris
Botany
QK1-989
description In boreal forests, autumn frost tolerance in seedlings is a critical fitness component because it determines survival rates during regeneration. To understand the forces that drive local adaptation in this trait, we conducted freezing tests in a common garden setting for 54 Pinus sylvestris (Scots pine) populations (>5000 seedlings) collected across Scandinavia into western Russia, and genotyped 24 of these populations (>900 seedlings) at >10 000 SNPs. Variation in cold hardiness among populations, as measured by QST, was above 80% and followed a distinct cline along latitude and longitude, demonstrating significant adaptation to climate at origin. In contrast, the genetic differentiation was very weak (mean FST 0.37%). Despite even allele frequency distribution in the vast majority of SNPs among all populations, a few rare alleles appeared at very high or at fixation in marginal populations restricted to northwestern Fennoscandia. Genotype–environment associations showed that climate variables explained 2.9% of the genetic differentiation, while genotype–phenotype associations revealed a high marker-estimated heritability of frost hardiness of 0.56, but identified no major loci. Very extensive gene flow, strong local adaptation, and signals of complex demographic history across markers are interesting topics of forthcoming studies on this species to better clarify signatures of selection and demography.
format Article in Journal/Newspaper
author David Hall
Jenny Olsson
Wei Zhao
Johan Kroon
Ulfstand Wennström
Xiao-Ru Wang
author_facet David Hall
Jenny Olsson
Wei Zhao
Johan Kroon
Ulfstand Wennström
Xiao-Ru Wang
author_sort David Hall
title Divergent patterns between phenotypic and genetic variation in Scots pine
title_short Divergent patterns between phenotypic and genetic variation in Scots pine
title_full Divergent patterns between phenotypic and genetic variation in Scots pine
title_fullStr Divergent patterns between phenotypic and genetic variation in Scots pine
title_full_unstemmed Divergent patterns between phenotypic and genetic variation in Scots pine
title_sort divergent patterns between phenotypic and genetic variation in scots pine
publisher Elsevier
publishDate 2021
url https://doi.org/10.1016/j.xplc.2020.100139
https://doaj.org/article/890ef2b2717a45c489b5d6cd38b88eff
genre Fennoscandia
genre_facet Fennoscandia
op_source Plant Communications, Vol 2, Iss 1, Pp 100139- (2021)
op_relation http://www.sciencedirect.com/science/article/pii/S2590346220301826
https://doaj.org/toc/2590-3462
2590-3462
doi:10.1016/j.xplc.2020.100139
https://doaj.org/article/890ef2b2717a45c489b5d6cd38b88eff
op_doi https://doi.org/10.1016/j.xplc.2020.100139
container_title Plant Communications
container_volume 2
container_issue 1
container_start_page 100139
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