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...

Full description

Bibliographic Details
Published in:Evolutionary Applications
Main Authors: Palaiokostas, Christos, Anjum, Anam, Jeuthe, Henrik, Kurta, Khrystyna, Lopes Pinto, Fernando, de Koning, Dirk Jan
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2021
Subjects:
Online Access:http://dx.doi.org/10.1111/eva.13261
https://onlinelibrary.wiley.com/doi/pdf/10.1111/eva.13261
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/eva.13261
id crwiley:10.1111/eva.13261
record_format openpolar
spelling crwiley:10.1111/eva.13261 2024-06-02T08:00:04+00:00 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 http://dx.doi.org/10.1111/eva.13261 https://onlinelibrary.wiley.com/doi/pdf/10.1111/eva.13261 https://onlinelibrary.wiley.com/doi/full-xml/10.1111/eva.13261 en eng Wiley http://creativecommons.org/licenses/by/4.0/ Evolutionary Applications volume 15, issue 4, page 565-577 ISSN 1752-4571 1752-4571 journal-article 2021 crwiley https://doi.org/10.1111/eva.13261 2024-05-03T11:19:43Z 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 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. Article in Journal/Newspaper Arctic charr Arctic Salvelinus alpinus Wiley Online Library Arctic Evolutionary Applications
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
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 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 Article in Journal/Newspaper
author Palaiokostas, Christos
Anjum, Anam
Jeuthe, Henrik
Kurta, Khrystyna
Lopes Pinto, Fernando
de Koning, Dirk Jan
spellingShingle 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)
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 Wiley
publishDate 2021
url http://dx.doi.org/10.1111/eva.13261
https://onlinelibrary.wiley.com/doi/pdf/10.1111/eva.13261
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/eva.13261
geographic Arctic
geographic_facet Arctic
genre Arctic charr
Arctic
Salvelinus alpinus
genre_facet Arctic charr
Arctic
Salvelinus alpinus
op_source Evolutionary Applications
volume 15, issue 4, page 565-577
ISSN 1752-4571 1752-4571
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1111/eva.13261
container_title Evolutionary Applications
_version_ 1800744092135587840