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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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 |
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Wiley Online Library |
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English |
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 |
geographic_facet |
Pacific |
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 |
container_title |
Animal Genetics |
container_volume |
51 |
container_issue |
2 |
container_start_page |
249 |
op_container_end_page |
257 |
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1812812988406562816 |