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Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations

BACKGROUND: Genomic selection and genomic wide association studies are widely used methods that aim to exploit the linkage disequilibrium (LD) between markers and quantitative trait loci (QTL). Securing a sufficiently large set of genotypes and phenotypes can be a limiting factor that may be overcom...

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Autores principales: Veroneze, Renata, Bastiaansen, John WM, Knol, Egbert F, Guimarães, Simone EF, Silva, Fabyano F, Harlizius, Barbara, Lopes, Marcos S, Lopes, Paulo S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261888/
https://www.ncbi.nlm.nih.gov/pubmed/25421851
http://dx.doi.org/10.1186/s12863-014-0126-3
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author Veroneze, Renata
Bastiaansen, John WM
Knol, Egbert F
Guimarães, Simone EF
Silva, Fabyano F
Harlizius, Barbara
Lopes, Marcos S
Lopes, Paulo S
author_facet Veroneze, Renata
Bastiaansen, John WM
Knol, Egbert F
Guimarães, Simone EF
Silva, Fabyano F
Harlizius, Barbara
Lopes, Marcos S
Lopes, Paulo S
author_sort Veroneze, Renata
collection PubMed
description BACKGROUND: Genomic selection and genomic wide association studies are widely used methods that aim to exploit the linkage disequilibrium (LD) between markers and quantitative trait loci (QTL). Securing a sufficiently large set of genotypes and phenotypes can be a limiting factor that may be overcome by combining data from multiple breeds or using crossbred information. However, the estimated effect of a marker in one breed or a crossbred can only be useful for the selection of animals in another breed if there is a correspondence of the phase between the marker and the QTL across breeds. Using data of five pure pig (Sus scrofa) lines (SL1, SL2, SL3, DL1, DL2), one F(1) cross (DLF1) and two commercial finishing crosses (TER1 and TER2), the objectives of this study were: (i) to compare the equality of LD decay curves of different pig populations; and (ii) to evaluate the persistence of the LD phase across lines or final crosses. RESULTS: Almost all of the lines presented different extents of LD, except for the SL2 and DL3, both of which exhibited the same extent of LD. Similar levels of LD over large distances were found in crossbred and pure lines. The crossbred animals (DLF1, TER1 and TER2) presented a high persistence of phase with their parental lines, suggesting that the available porcine single nucleotide polymorphism (SNP) chip should be dense enough to include markers that have the same LD phase with QTL across crossbred and parental pure lines. The persistence of phase across pure lines varied considerably between the different line comparisons; however, correlations were above 0.8 for all line comparisons when marker distances were smaller than 50 kb. CONCLUSIONS: This study showed that crossbred populations could be very useful as a reference for the selection of pure lines by means of the available SNP chip panel. Here, we also pinpoint pure lines that could be combined in a multiline training population. However, if multiline reference populations are used for genomic selection, the required density of SNP panels should be higher compared with a single breed reference population. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-014-0126-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-42618882014-12-10 Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations Veroneze, Renata Bastiaansen, John WM Knol, Egbert F Guimarães, Simone EF Silva, Fabyano F Harlizius, Barbara Lopes, Marcos S Lopes, Paulo S BMC Genet Research Article BACKGROUND: Genomic selection and genomic wide association studies are widely used methods that aim to exploit the linkage disequilibrium (LD) between markers and quantitative trait loci (QTL). Securing a sufficiently large set of genotypes and phenotypes can be a limiting factor that may be overcome by combining data from multiple breeds or using crossbred information. However, the estimated effect of a marker in one breed or a crossbred can only be useful for the selection of animals in another breed if there is a correspondence of the phase between the marker and the QTL across breeds. Using data of five pure pig (Sus scrofa) lines (SL1, SL2, SL3, DL1, DL2), one F(1) cross (DLF1) and two commercial finishing crosses (TER1 and TER2), the objectives of this study were: (i) to compare the equality of LD decay curves of different pig populations; and (ii) to evaluate the persistence of the LD phase across lines or final crosses. RESULTS: Almost all of the lines presented different extents of LD, except for the SL2 and DL3, both of which exhibited the same extent of LD. Similar levels of LD over large distances were found in crossbred and pure lines. The crossbred animals (DLF1, TER1 and TER2) presented a high persistence of phase with their parental lines, suggesting that the available porcine single nucleotide polymorphism (SNP) chip should be dense enough to include markers that have the same LD phase with QTL across crossbred and parental pure lines. The persistence of phase across pure lines varied considerably between the different line comparisons; however, correlations were above 0.8 for all line comparisons when marker distances were smaller than 50 kb. CONCLUSIONS: This study showed that crossbred populations could be very useful as a reference for the selection of pure lines by means of the available SNP chip panel. Here, we also pinpoint pure lines that could be combined in a multiline training population. However, if multiline reference populations are used for genomic selection, the required density of SNP panels should be higher compared with a single breed reference population. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-014-0126-3) contains supplementary material, which is available to authorized users. BioMed Central 2014-11-25 /pmc/articles/PMC4261888/ /pubmed/25421851 http://dx.doi.org/10.1186/s12863-014-0126-3 Text en © Veroneze et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), 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 Research Article
Veroneze, Renata
Bastiaansen, John WM
Knol, Egbert F
Guimarães, Simone EF
Silva, Fabyano F
Harlizius, Barbara
Lopes, Marcos S
Lopes, Paulo S
Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations
title Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations
title_full Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations
title_fullStr Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations
title_full_unstemmed Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations
title_short Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations
title_sort linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (sus scrofa) populations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261888/
https://www.ncbi.nlm.nih.gov/pubmed/25421851
http://dx.doi.org/10.1186/s12863-014-0126-3
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