Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)

Summary In genomic selection (GS), genome‐wide SNP markers are used to generate genomic estimated breeding values for selection candidates. The application of GS in shellfish looks promising and has the potential to help in dealing with one of the main issues currently affecting Pacific oyster produ...

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Published in:Animal Genetics
Main Authors: Gutierrez, A. P., Symonds, J., King, N., Steiner, K., Bean, T. P., Houston, R. D.
Other Authors: Biotechnology and Biological Sciences Research Council
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2020
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Online Access:http://dx.doi.org/10.1111/age.12909
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spelling crwiley:10.1111/age.12909 2024-10-13T14:06:46+00:00 Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas) Gutierrez, A. P. Symonds, J. King, N. Steiner, K. Bean, T. P. Houston, R. D. Biotechnology and Biological Sciences Research Council 2020 http://dx.doi.org/10.1111/age.12909 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fage.12909 https://onlinelibrary.wiley.com/doi/pdf/10.1111/age.12909 https://onlinelibrary.wiley.com/doi/full-xml/10.1111/age.12909 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Animal Genetics volume 51, issue 2, page 249-257 ISSN 0268-9146 1365-2052 journal-article 2020 crwiley https://doi.org/10.1111/age.12909 2024-09-17T04:46:37Z Summary In genomic selection (GS), genome‐wide SNP markers are used to generate genomic estimated breeding values for selection candidates. The application of GS in shellfish looks promising and has the potential to help in dealing with one of the main issues currently affecting Pacific oyster production worldwide, which is the ‘summer mortality syndrome’. This causes periodic mass mortality in farms worldwide and has mainly been attributed to a specific variant of the ostreid herpesvirus (OsHV‐1). In the current study, we evaluated the potential of genomic selection for host resistance to OsHV‐1 in Pacific oysters, and compared it with pedigree‐based approaches. An OsHV‐1 disease challenge was performed using an immersion‐based virus exposure treatment for oysters for 7 days. A total of 768 samples were genotyped using the medium‐density SNP array for oysters. A GWAS was performed for the survival trait using a GBLUP approach in blupf 90 software. Heritability ranged from 0.25 ± 0.05 to 0.37 ± 0.05 (mean ± SE) based on pedigree and genomic information respectively. Genomic prediction was more accurate than pedigree prediction, and SNP density reduction had little impact on prediction accuracy until marker densities dropped below approximately 500 SNPs. This demonstrates the potential for GS in Pacific oyster breeding programmes, and importantly, demonstrates that a low number of SNPs might suffice to obtain accurate genomic estimated breeding values, thus potentially making the implementation of GS more cost effective. Article in Journal/Newspaper Crassostrea gigas Pacific oyster Wiley Online Library Pacific Animal Genetics 51 2 249 257
institution Open Polar
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description Summary In genomic selection (GS), genome‐wide SNP markers are used to generate genomic estimated breeding values for selection candidates. The application of GS in shellfish looks promising and has the potential to help in dealing with one of the main issues currently affecting Pacific oyster production worldwide, which is the ‘summer mortality syndrome’. This causes periodic mass mortality in farms worldwide and has mainly been attributed to a specific variant of the ostreid herpesvirus (OsHV‐1). In the current study, we evaluated the potential of genomic selection for host resistance to OsHV‐1 in Pacific oysters, and compared it with pedigree‐based approaches. An OsHV‐1 disease challenge was performed using an immersion‐based virus exposure treatment for oysters for 7 days. A total of 768 samples were genotyped using the medium‐density SNP array for oysters. A GWAS was performed for the survival trait using a GBLUP approach in blupf 90 software. Heritability ranged from 0.25 ± 0.05 to 0.37 ± 0.05 (mean ± SE) based on pedigree and genomic information respectively. Genomic prediction was more accurate than pedigree prediction, and SNP density reduction had little impact on prediction accuracy until marker densities dropped below approximately 500 SNPs. This demonstrates the potential for GS in Pacific oyster breeding programmes, and importantly, demonstrates that a low number of SNPs might suffice to obtain accurate genomic estimated breeding values, thus potentially making the implementation of GS more cost effective.
author2 Biotechnology and Biological Sciences Research Council
format Article in Journal/Newspaper
author Gutierrez, A. P.
Symonds, J.
King, N.
Steiner, K.
Bean, T. P.
Houston, R. D.
spellingShingle Gutierrez, A. P.
Symonds, J.
King, N.
Steiner, K.
Bean, T. P.
Houston, R. D.
Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)
author_facet Gutierrez, A. P.
Symonds, J.
King, N.
Steiner, K.
Bean, T. P.
Houston, R. D.
author_sort Gutierrez, A. P.
title Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)
title_short Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)
title_full Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)
title_fullStr Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)
title_full_unstemmed Potential of genomic selection for improvement of resistance to ostreid herpesvirus in Pacific oyster ( Crassostrea gigas)
title_sort potential of genomic selection for improvement of resistance to ostreid herpesvirus in pacific oyster ( crassostrea gigas)
publisher Wiley
publishDate 2020
url http://dx.doi.org/10.1111/age.12909
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fage.12909
https://onlinelibrary.wiley.com/doi/pdf/10.1111/age.12909
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/age.12909
geographic Pacific
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genre Crassostrea gigas
Pacific oyster
genre_facet Crassostrea gigas
Pacific oyster
op_source Animal Genetics
volume 51, issue 2, page 249-257
ISSN 0268-9146 1365-2052
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1111/age.12909
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