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

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...

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Published in:Evolutionary Applications
Main Authors: Palaiokostas, Christos, Anjum, Anam, Jeuthe, Henrik, Kurta, Khrystyna, Lopes Pinto, Fernando, de Koning, Dirk Jan
Format: Text
Language:English
Published: John Wiley and Sons Inc. 2021
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9046918/
http://www.ncbi.nlm.nih.gov/pubmed/35505879
https://doi.org/10.1111/eva.13261
id ftpubmed:oai:pubmedcentral.nih.gov:9046918
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spelling ftpubmed:oai:pubmedcentral.nih.gov:9046918 2023-05-15T14:30:03+02:00 A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus) Palaiokostas, Christos Anjum, Anam Jeuthe, Henrik Kurta, Khrystyna Lopes Pinto, Fernando de Koning, Dirk Jan 2021-07-02 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9046918/ http://www.ncbi.nlm.nih.gov/pubmed/35505879 https://doi.org/10.1111/eva.13261 en eng John Wiley and Sons Inc. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9046918/ http://www.ncbi.nlm.nih.gov/pubmed/35505879 http://dx.doi.org/10.1111/eva.13261 © 2021 The Authors. Evolutionary Applications published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. CC-BY Evol Appl Special Issue Original Articles Text 2021 ftpubmed https://doi.org/10.1111/eva.13261 2022-05-08T00:44:40Z 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 F (st) 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. Text Arctic charr Arctic Salvelinus alpinus PubMed Central (PMC) Arctic Evolutionary Applications 15 4 565 577
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Special Issue Original Articles
spellingShingle Special Issue Original Articles
Palaiokostas, Christos
Anjum, Anam
Jeuthe, Henrik
Kurta, Khrystyna
Lopes Pinto, Fernando
de Koning, Dirk Jan
A genomic‐based vision on the genetic diversity and key performance traits in selectively bred Arctic charr (Salvelinus alpinus)
topic_facet Special Issue Original Articles
description 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 F (st) 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 Text
author Palaiokostas, Christos
Anjum, Anam
Jeuthe, Henrik
Kurta, Khrystyna
Lopes Pinto, Fernando
de Koning, Dirk Jan
author_facet Palaiokostas, Christos
Anjum, Anam
Jeuthe, Henrik
Kurta, Khrystyna
Lopes Pinto, Fernando
de Koning, Dirk Jan
author_sort Palaiokostas, Christos
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 John Wiley and Sons Inc.
publishDate 2021
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9046918/
http://www.ncbi.nlm.nih.gov/pubmed/35505879
https://doi.org/10.1111/eva.13261
geographic Arctic
geographic_facet Arctic
genre Arctic charr
Arctic
Salvelinus alpinus
genre_facet Arctic charr
Arctic
Salvelinus alpinus
op_source Evol Appl
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9046918/
http://www.ncbi.nlm.nih.gov/pubmed/35505879
http://dx.doi.org/10.1111/eva.13261
op_rights © 2021 The Authors. Evolutionary Applications published by John Wiley & Sons Ltd.
https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
op_rightsnorm CC-BY
op_doi https://doi.org/10.1111/eva.13261
container_title Evolutionary Applications
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