A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)

Abstract Routine implementation of genomic information for guiding selection decisions is not yet common in the majority of aquaculture species. Reduced representation sequencing approaches offer a cost‐effective solution for obtaining genome‐wide information in species with a limited availability o...

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Published in:Evolutionary Applications
Main Authors: Christos Palaiokostas, Anam Anjum, Henrik Jeuthe, Khrystyna Kurta, Fernando Lopes Pinto, Dirk Jan deKoning
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2022
Subjects:
Online Access:https://doi.org/10.1111/eva.13261
https://doaj.org/article/18f819aab69e4108aae3064e80ca6f18
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spelling ftdoajarticles:oai:doaj.org/article:18f819aab69e4108aae3064e80ca6f18 2023-05-15T14:30:00+02:00 A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus) Christos Palaiokostas Anam Anjum Henrik Jeuthe Khrystyna Kurta Fernando Lopes Pinto Dirk Jan deKoning 2022-04-01T00:00:00Z https://doi.org/10.1111/eva.13261 https://doaj.org/article/18f819aab69e4108aae3064e80ca6f18 EN eng Wiley https://doi.org/10.1111/eva.13261 https://doaj.org/toc/1752-4571 1752-4571 doi:10.1111/eva.13261 https://doaj.org/article/18f819aab69e4108aae3064e80ca6f18 Evolutionary Applications, Vol 15, Iss 4, Pp 565-577 (2022) Arctic charr ddRAD genome‐wide association study Evolution QH359-425 article 2022 ftdoajarticles https://doi.org/10.1111/eva.13261 2022-12-30T22:35:01Z Abstract Routine implementation of genomic information for guiding selection decisions is not yet common in the majority of aquaculture species. Reduced representation sequencing approaches offer a cost‐effective solution for obtaining genome‐wide information in species with a limited availability of genomic resources. In the current study, we implemented double‐digest restriction site‐associated DNA sequencing (ddRAD‐seq) on an Arctic charr strain with the longest known history of selection (approximately 40 years) aiming to improve selection decisions. In total, 1730 animals reared at four different farms in Sweden and spanning from year classes 2013–2017 were genotyped using ddRAD‐seq. Approximately 5000 single nucleotide polymorphisms (SNPs) were identified, genetic diversity‐related metrics were estimated, and genome‐wide association studies (GWAS) for body length at different time points and age of sexual maturation were conducted. Low genetic differentiation amongst animals from the different farms was observed based on both the results from pairwise Fst values and principal component analysis (PCA). The existence of associations was investigated between the mean genome‐wide heterozygosity of each full‐sib family (year class 2017) and the corresponding inbreeding coefficient or survival to the eyed stage. A moderate correlation (−0.33) was estimated between the mean observed heterozygosity of each full‐sib family and the corresponding inbreeding coefficient, while no linear association was obtained with the survival to the eyed stage. GWAS did not detect loci with major effect for any of the studied traits. However, genomic regions explaining more than 1% of the additive genetic variance for either studied traits were suggested across 14 different chromosomes. Overall, key insights valuable for future selection decisions of Arctic charr have been obtained, suggesting ddRAD as an attractive genotyping platform for obtaining genome‐wide information in a cost‐effective manner. Article in Journal/Newspaper Arctic charr Arctic Salvelinus alpinus Directory of Open Access Journals: DOAJ Articles Arctic Evolutionary Applications 15 4 565 577
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic charr
ddRAD
genome‐wide association study
Evolution
QH359-425
spellingShingle Arctic charr
ddRAD
genome‐wide association study
Evolution
QH359-425
Christos Palaiokostas
Anam Anjum
Henrik Jeuthe
Khrystyna Kurta
Fernando Lopes Pinto
Dirk Jan deKoning
A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
topic_facet Arctic charr
ddRAD
genome‐wide association study
Evolution
QH359-425
description Abstract Routine implementation of genomic information for guiding selection decisions is not yet common in the majority of aquaculture species. Reduced representation sequencing approaches offer a cost‐effective solution for obtaining genome‐wide information in species with a limited availability of genomic resources. In the current study, we implemented double‐digest restriction site‐associated DNA sequencing (ddRAD‐seq) on an Arctic charr strain with the longest known history of selection (approximately 40 years) aiming to improve selection decisions. In total, 1730 animals reared at four different farms in Sweden and spanning from year classes 2013–2017 were genotyped using ddRAD‐seq. Approximately 5000 single nucleotide polymorphisms (SNPs) were identified, genetic diversity‐related metrics were estimated, and genome‐wide association studies (GWAS) for body length at different time points and age of sexual maturation were conducted. Low genetic differentiation amongst animals from the different farms was observed based on both the results from pairwise Fst values and principal component analysis (PCA). The existence of associations was investigated between the mean genome‐wide heterozygosity of each full‐sib family (year class 2017) and the corresponding inbreeding coefficient or survival to the eyed stage. A moderate correlation (−0.33) was estimated between the mean observed heterozygosity of each full‐sib family and the corresponding inbreeding coefficient, while no linear association was obtained with the survival to the eyed stage. GWAS did not detect loci with major effect for any of the studied traits. However, genomic regions explaining more than 1% of the additive genetic variance for either studied traits were suggested across 14 different chromosomes. Overall, key insights valuable for future selection decisions of Arctic charr have been obtained, suggesting ddRAD as an attractive genotyping platform for obtaining genome‐wide information in a cost‐effective manner.
format Article in Journal/Newspaper
author Christos Palaiokostas
Anam Anjum
Henrik Jeuthe
Khrystyna Kurta
Fernando Lopes Pinto
Dirk Jan deKoning
author_facet Christos Palaiokostas
Anam Anjum
Henrik Jeuthe
Khrystyna Kurta
Fernando Lopes Pinto
Dirk Jan deKoning
author_sort Christos Palaiokostas
title A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
title_short A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
title_full A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
title_fullStr A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
title_full_unstemmed A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
title_sort genomic‐based vision on the genetic diversity and key performance traits in selectively bred arctic charr (salvelinus alpinus)
publisher Wiley
publishDate 2022
url https://doi.org/10.1111/eva.13261
https://doaj.org/article/18f819aab69e4108aae3064e80ca6f18
geographic Arctic
geographic_facet Arctic
genre Arctic charr
Arctic
Salvelinus alpinus
genre_facet Arctic charr
Arctic
Salvelinus alpinus
op_source Evolutionary Applications, Vol 15, Iss 4, Pp 565-577 (2022)
op_relation https://doi.org/10.1111/eva.13261
https://doaj.org/toc/1752-4571
1752-4571
doi:10.1111/eva.13261
https://doaj.org/article/18f819aab69e4108aae3064e80ca6f18
op_doi https://doi.org/10.1111/eva.13261
container_title Evolutionary Applications
container_volume 15
container_issue 4
container_start_page 565
op_container_end_page 577
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