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The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes

BACKGROUND: The extent of linkage disequilibrium (LD) between molecular markers impacts genome-wide association studies and implementation of genomic selection. The availability of high-density single nucleotide polymorphism (SNP) genotyping platforms makes it possible to investigate LD at an unprec...

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Autores principales: Porto-Neto, Laercio R, Kijas, James W, Reverter, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4021229/
https://www.ncbi.nlm.nih.gov/pubmed/24661366
http://dx.doi.org/10.1186/1297-9686-46-22
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author Porto-Neto, Laercio R
Kijas, James W
Reverter, Antonio
author_facet Porto-Neto, Laercio R
Kijas, James W
Reverter, Antonio
author_sort Porto-Neto, Laercio R
collection PubMed
description BACKGROUND: The extent of linkage disequilibrium (LD) between molecular markers impacts genome-wide association studies and implementation of genomic selection. The availability of high-density single nucleotide polymorphism (SNP) genotyping platforms makes it possible to investigate LD at an unprecedented resolution. In this work, we characterised LD decay in breeds of beef cattle of taurine, indicine and composite origins and explored its variation across autosomes and the X chromosome. FINDINGS: In each breed, LD decayed rapidly and r(2) was less than 0.2 for marker pairs separated by 50 kb. The LD decay curves clustered into three groups of similar LD decay that distinguished the three main cattle types. At short distances between markers (< 10 kb), taurine breeds showed higher LD (r(2) = 0.45) than their indicine (r(2) = 0.25) and composite (r(2) = 0.32) counterparts. This higher LD in taurine breeds was attributed to a smaller effective population size and a stronger bottleneck during breed formation. Using all SNPs on only the X chromosome, the three cattle types could still be distinguished. However for taurine breeds, the LD decay on the X chromosome was much faster and the background level much lower than for indicine breeds and composite populations. When using only SNPs that were polymorphic in all breeds, the analysis of the X chromosome mimicked that of the autosomes. CONCLUSIONS: The pattern of LD mirrored some aspects of the history of breed populations and showed a sharp decay with increasing physical distance between markers. We conclude that the availability of the HD chip can be used to detect association signals that remained hidden when using lower density genotyping platforms, since LD dropped below 0.2 at distances of 50 kb.
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spelling pubmed-40212292014-05-16 The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes Porto-Neto, Laercio R Kijas, James W Reverter, Antonio Genet Sel Evol Short Communication BACKGROUND: The extent of linkage disequilibrium (LD) between molecular markers impacts genome-wide association studies and implementation of genomic selection. The availability of high-density single nucleotide polymorphism (SNP) genotyping platforms makes it possible to investigate LD at an unprecedented resolution. In this work, we characterised LD decay in breeds of beef cattle of taurine, indicine and composite origins and explored its variation across autosomes and the X chromosome. FINDINGS: In each breed, LD decayed rapidly and r(2) was less than 0.2 for marker pairs separated by 50 kb. The LD decay curves clustered into three groups of similar LD decay that distinguished the three main cattle types. At short distances between markers (< 10 kb), taurine breeds showed higher LD (r(2) = 0.45) than their indicine (r(2) = 0.25) and composite (r(2) = 0.32) counterparts. This higher LD in taurine breeds was attributed to a smaller effective population size and a stronger bottleneck during breed formation. Using all SNPs on only the X chromosome, the three cattle types could still be distinguished. However for taurine breeds, the LD decay on the X chromosome was much faster and the background level much lower than for indicine breeds and composite populations. When using only SNPs that were polymorphic in all breeds, the analysis of the X chromosome mimicked that of the autosomes. CONCLUSIONS: The pattern of LD mirrored some aspects of the history of breed populations and showed a sharp decay with increasing physical distance between markers. We conclude that the availability of the HD chip can be used to detect association signals that remained hidden when using lower density genotyping platforms, since LD dropped below 0.2 at distances of 50 kb. BioMed Central 2014-03-24 /pmc/articles/PMC4021229/ /pubmed/24661366 http://dx.doi.org/10.1186/1297-9686-46-22 Text en Copyright © 2014 Porto-Neto et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Short Communication
Porto-Neto, Laercio R
Kijas, James W
Reverter, Antonio
The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes
title The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes
title_full The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes
title_fullStr The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes
title_full_unstemmed The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes
title_short The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes
title_sort extent of linkage disequilibrium in beef cattle breeds using high-density snp genotypes
topic Short Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4021229/
https://www.ncbi.nlm.nih.gov/pubmed/24661366
http://dx.doi.org/10.1186/1297-9686-46-22
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