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Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle

Linkage disequilibrium (LD) and the persistence of its phase across populations are important for genomic selection as well as fine scale mapping of quantitative trait loci (QTL). However, knowledge of LD in beef cattle, as well as the persistence of LD phase between crossbreds (C) and purebreds, is...

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Autores principales: Lu, Duc, Sargolzaei, Mehdi, Kelly, Matthew, Li, Changxi, Vander Voort, Gordon, Wang, Zhiquan, Plastow, Graham, Moore, Stephen, Miller, Stephen P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3418579/
https://www.ncbi.nlm.nih.gov/pubmed/22912646
http://dx.doi.org/10.3389/fgene.2012.00152
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author Lu, Duc
Sargolzaei, Mehdi
Kelly, Matthew
Li, Changxi
Vander Voort, Gordon
Wang, Zhiquan
Plastow, Graham
Moore, Stephen
Miller, Stephen P.
author_facet Lu, Duc
Sargolzaei, Mehdi
Kelly, Matthew
Li, Changxi
Vander Voort, Gordon
Wang, Zhiquan
Plastow, Graham
Moore, Stephen
Miller, Stephen P.
author_sort Lu, Duc
collection PubMed
description Linkage disequilibrium (LD) and the persistence of its phase across populations are important for genomic selection as well as fine scale mapping of quantitative trait loci (QTL). However, knowledge of LD in beef cattle, as well as the persistence of LD phase between crossbreds (C) and purebreds, is limited. The objective of this study was to understand the patterns of LD in Angus (AN), Charolais (CH), and C beef cattle based on 31,073, 32,088, and 33,286 SNP in each population, respectively. Amount of LD decreased rapidly from 0.29 to 0.23 to 0.19 in AN, 0.22 to 0.16 to 0.12 in CH, 0.21 to 0.15 to 0.11 in C, when the distance range between markers changed from 0–30 kb to 30–70 kb and then to 70–100 kb, respectively. Breeds and chromosomes had significant effects (P < 0.001) on LD decay. There was significant interaction between breeds and chromosomes (P < 0.001). Correlations of LD phase were high between C and AN (0.84), C and CH (0.81), as well as between AN and CH (0.77) for distances less than or equal to 70 kb. These dropped when the distance increased. Estimated effective population sizes for AN and CH were 207 and 285, respectively, for 10 generations ago. Given a useful LD of at least 0.3 between pairs of SNPs, the LD phase between any pair of the three breed groups was highly persistent. The current SNP density would allow the capture of approximately 49% of useful LD between SNP and marker QTL in AN, and 38% in CH. A higher density SNP panel or redesign of the current panel is needed to achieve more of useful LD for the purpose of genomic selection beef cattle.
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spelling pubmed-34185792012-08-21 Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle Lu, Duc Sargolzaei, Mehdi Kelly, Matthew Li, Changxi Vander Voort, Gordon Wang, Zhiquan Plastow, Graham Moore, Stephen Miller, Stephen P. Front Genet Genetics Linkage disequilibrium (LD) and the persistence of its phase across populations are important for genomic selection as well as fine scale mapping of quantitative trait loci (QTL). However, knowledge of LD in beef cattle, as well as the persistence of LD phase between crossbreds (C) and purebreds, is limited. The objective of this study was to understand the patterns of LD in Angus (AN), Charolais (CH), and C beef cattle based on 31,073, 32,088, and 33,286 SNP in each population, respectively. Amount of LD decreased rapidly from 0.29 to 0.23 to 0.19 in AN, 0.22 to 0.16 to 0.12 in CH, 0.21 to 0.15 to 0.11 in C, when the distance range between markers changed from 0–30 kb to 30–70 kb and then to 70–100 kb, respectively. Breeds and chromosomes had significant effects (P < 0.001) on LD decay. There was significant interaction between breeds and chromosomes (P < 0.001). Correlations of LD phase were high between C and AN (0.84), C and CH (0.81), as well as between AN and CH (0.77) for distances less than or equal to 70 kb. These dropped when the distance increased. Estimated effective population sizes for AN and CH were 207 and 285, respectively, for 10 generations ago. Given a useful LD of at least 0.3 between pairs of SNPs, the LD phase between any pair of the three breed groups was highly persistent. The current SNP density would allow the capture of approximately 49% of useful LD between SNP and marker QTL in AN, and 38% in CH. A higher density SNP panel or redesign of the current panel is needed to achieve more of useful LD for the purpose of genomic selection beef cattle. Frontiers Media S.A. 2012-08-14 /pmc/articles/PMC3418579/ /pubmed/22912646 http://dx.doi.org/10.3389/fgene.2012.00152 Text en Copyright © 2012 Lu, Sargolzaei, Kelly, Li, Vander Voort, Wang, Plastow, Moore and Miller. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
spellingShingle Genetics
Lu, Duc
Sargolzaei, Mehdi
Kelly, Matthew
Li, Changxi
Vander Voort, Gordon
Wang, Zhiquan
Plastow, Graham
Moore, Stephen
Miller, Stephen P.
Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle
title Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle
title_full Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle
title_fullStr Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle
title_full_unstemmed Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle
title_short Linkage disequilibrium in Angus, Charolais, and Crossbred beef cattle
title_sort linkage disequilibrium in angus, charolais, and crossbred beef cattle
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3418579/
https://www.ncbi.nlm.nih.gov/pubmed/22912646
http://dx.doi.org/10.3389/fgene.2012.00152
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