Study of whole genome linkage disequilibrium in Nellore cattle

Detalhes bibliográficos
Autor(a) principal: Espigolan, Rafael [UNESP]
Data de Publicação: 2013
Outros Autores: Baldi, Fernando [UNESP], Boligon, Arione A. [UNESP], Souza, Fabio R.P. [UNESP], Gordo, Daniel G.M. [UNESP], Tonussi, Rafael L. [UNESP], Cardoso, Diércles F. [UNESP], Oliveira, Henrique N. [UNESP], Tonhati, Humberto [UNESP], Sargolzaei, Mehdi, Schenkel, Flavio S., Carvalheiro, Roberto, Ferro, Jesus A. [UNESP], Albuquerque, Lucia G. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1186/1471-2164-14-305
http://hdl.handle.net/11449/75351
Resumo: Background: Knowledge of the linkage disequilibrium (LD) between markers is important to establish the number of markers necessary for association studies and genomic selection. The objective of this study was to evaluate the extent of LD in Nellore cattle using a high density SNP panel and 795 genotyped steers.Results: After data editing, 446,986 SNPs were used for the estimation of LD, comprising 2508.4 Mb of the genome. The mean distance between adjacent markers was 4.90 ± 2.89 kb. The minor allele frequency (MAF) was less than 0.20 in a considerable proportion of SNPs. The overall mean LD between marker pairs measured by r2 and |D'| was 0.17 and 0.52, respectively. The LD (r2) decreased with increasing physical distance between markers from 0.34 (1 kb) to 0.11 (100 kb). In contrast to this clear decrease of LD measured by r2, the changes in |D'| indicated a less pronounced decline of LD. Chromosomes BTA1, BTA27, BTA28 and BTA29 showed lower levels of LD at any distance between markers. Except for these four chromosomes, the level of LD (r2) was higher than 0.20 for markers separated by less than 20 kb. At distances < 3 kb, the level of LD was higher than 0.30. The LD (r2) between markers was higher when the MAF threshold was high (0.15), especially when the distance between markers was short.Conclusions: The level of LD estimated for markers separated by less than 30 kb indicates that the High Density Bovine SNP BeadChip will likely be a suitable tool for prediction of genomic breeding values in Nellore cattle. © 2013 Espigolan et al.; licensee BioMed Central Ltd.
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spelling Study of whole genome linkage disequilibrium in Nellore cattleBeef cattleGenomeLinkage disequilibriumMolecular markersanimal geneticscattlechromosomechromosome analysischromosome BTA1chromosome BTA27chromosome BTA28chromosome BTA29gene frequencygene linkage disequilibriumgenetic distancegenetic markergenotypenonhumansingle nucleotide polymorphismBosBovinaeBackground: Knowledge of the linkage disequilibrium (LD) between markers is important to establish the number of markers necessary for association studies and genomic selection. The objective of this study was to evaluate the extent of LD in Nellore cattle using a high density SNP panel and 795 genotyped steers.Results: After data editing, 446,986 SNPs were used for the estimation of LD, comprising 2508.4 Mb of the genome. The mean distance between adjacent markers was 4.90 ± 2.89 kb. The minor allele frequency (MAF) was less than 0.20 in a considerable proportion of SNPs. The overall mean LD between marker pairs measured by r2 and |D'| was 0.17 and 0.52, respectively. The LD (r2) decreased with increasing physical distance between markers from 0.34 (1 kb) to 0.11 (100 kb). In contrast to this clear decrease of LD measured by r2, the changes in |D'| indicated a less pronounced decline of LD. Chromosomes BTA1, BTA27, BTA28 and BTA29 showed lower levels of LD at any distance between markers. Except for these four chromosomes, the level of LD (r2) was higher than 0.20 for markers separated by less than 20 kb. At distances < 3 kb, the level of LD was higher than 0.30. The LD (r2) between markers was higher when the MAF threshold was high (0.15), especially when the distance between markers was short.Conclusions: The level of LD estimated for markers separated by less than 30 kb indicates that the High Density Bovine SNP BeadChip will likely be a suitable tool for prediction of genomic breeding values in Nellore cattle. © 2013 Espigolan et al.; licensee BioMed Central Ltd.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Faculdade de Ciências Agrárias e Veterinárias UNESP, Jaboticabal, SP 14884-000Instituto Nacional de Ciência e Tecnologia - Ciência Animal (INCT- CA), Viçosa, MG 36570 000Departamento de Nutrição e Produção Animal Faculdade de Medicina Veterinária e Zootecnia USP, Pirassununga, SPCentre for Genetic Improvement of Livestock Department of Animal and Poultry Science University of Guelph, Guelph, ONCNPq Fellowship National Council of Technological and Scientific Development SHIS QI 1, Conjunto B, 71605-001, Brasília, DFGenSys Consultores Associados, Porto AlegreFaculdade de Ciências Agrárias e Veterinárias UNESP, Jaboticabal, SP 14884-000Universidade Estadual Paulista (Unesp)Instituto Nacional de Ciência e Tecnologia - Ciência Animal (INCT- CA)Universidade de São Paulo (USP)University of GuelphSHIS QI 1GenSys Consultores AssociadosEspigolan, Rafael [UNESP]Baldi, Fernando [UNESP]Boligon, Arione A. [UNESP]Souza, Fabio R.P. [UNESP]Gordo, Daniel G.M. [UNESP]Tonussi, Rafael L. [UNESP]Cardoso, Diércles F. [UNESP]Oliveira, Henrique N. [UNESP]Tonhati, Humberto [UNESP]Sargolzaei, MehdiSchenkel, Flavio S.Carvalheiro, RobertoFerro, Jesus A. [UNESP]Albuquerque, Lucia G. [UNESP]2014-05-27T11:29:06Z2014-05-27T11:29:06Z2013-05-05info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1186/1471-2164-14-305BMC Genomics, v. 14, n. 1, 2013.1471-2164http://hdl.handle.net/11449/7535110.1186/1471-2164-14-305WOS:0003194078000012-s2.0-848769753742-s2.0-84876975374.pdf7445254960858159Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBMC Genomics3.7302,110info:eu-repo/semantics/openAccess2023-10-30T06:12:53Zoai:repositorio.unesp.br:11449/75351Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-10-30T06:12:53Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Study of whole genome linkage disequilibrium in Nellore cattle
title Study of whole genome linkage disequilibrium in Nellore cattle
spellingShingle Study of whole genome linkage disequilibrium in Nellore cattle
Espigolan, Rafael [UNESP]
Beef cattle
Genome
Linkage disequilibrium
Molecular markers
animal genetics
cattle
chromosome
chromosome analysis
chromosome BTA1
chromosome BTA27
chromosome BTA28
chromosome BTA29
gene frequency
gene linkage disequilibrium
genetic distance
genetic marker
genotype
nonhuman
single nucleotide polymorphism
Bos
Bovinae
title_short Study of whole genome linkage disequilibrium in Nellore cattle
title_full Study of whole genome linkage disequilibrium in Nellore cattle
title_fullStr Study of whole genome linkage disequilibrium in Nellore cattle
title_full_unstemmed Study of whole genome linkage disequilibrium in Nellore cattle
title_sort Study of whole genome linkage disequilibrium in Nellore cattle
author Espigolan, Rafael [UNESP]
author_facet Espigolan, Rafael [UNESP]
Baldi, Fernando [UNESP]
Boligon, Arione A. [UNESP]
Souza, Fabio R.P. [UNESP]
Gordo, Daniel G.M. [UNESP]
Tonussi, Rafael L. [UNESP]
Cardoso, Diércles F. [UNESP]
Oliveira, Henrique N. [UNESP]
Tonhati, Humberto [UNESP]
Sargolzaei, Mehdi
Schenkel, Flavio S.
Carvalheiro, Roberto
Ferro, Jesus A. [UNESP]
Albuquerque, Lucia G. [UNESP]
author_role author
author2 Baldi, Fernando [UNESP]
Boligon, Arione A. [UNESP]
Souza, Fabio R.P. [UNESP]
Gordo, Daniel G.M. [UNESP]
Tonussi, Rafael L. [UNESP]
Cardoso, Diércles F. [UNESP]
Oliveira, Henrique N. [UNESP]
Tonhati, Humberto [UNESP]
Sargolzaei, Mehdi
Schenkel, Flavio S.
Carvalheiro, Roberto
Ferro, Jesus A. [UNESP]
Albuquerque, Lucia G. [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Instituto Nacional de Ciência e Tecnologia - Ciência Animal (INCT- CA)
Universidade de São Paulo (USP)
University of Guelph
SHIS QI 1
GenSys Consultores Associados
dc.contributor.author.fl_str_mv Espigolan, Rafael [UNESP]
Baldi, Fernando [UNESP]
Boligon, Arione A. [UNESP]
Souza, Fabio R.P. [UNESP]
Gordo, Daniel G.M. [UNESP]
Tonussi, Rafael L. [UNESP]
Cardoso, Diércles F. [UNESP]
Oliveira, Henrique N. [UNESP]
Tonhati, Humberto [UNESP]
Sargolzaei, Mehdi
Schenkel, Flavio S.
Carvalheiro, Roberto
Ferro, Jesus A. [UNESP]
Albuquerque, Lucia G. [UNESP]
dc.subject.por.fl_str_mv Beef cattle
Genome
Linkage disequilibrium
Molecular markers
animal genetics
cattle
chromosome
chromosome analysis
chromosome BTA1
chromosome BTA27
chromosome BTA28
chromosome BTA29
gene frequency
gene linkage disequilibrium
genetic distance
genetic marker
genotype
nonhuman
single nucleotide polymorphism
Bos
Bovinae
topic Beef cattle
Genome
Linkage disequilibrium
Molecular markers
animal genetics
cattle
chromosome
chromosome analysis
chromosome BTA1
chromosome BTA27
chromosome BTA28
chromosome BTA29
gene frequency
gene linkage disequilibrium
genetic distance
genetic marker
genotype
nonhuman
single nucleotide polymorphism
Bos
Bovinae
description Background: Knowledge of the linkage disequilibrium (LD) between markers is important to establish the number of markers necessary for association studies and genomic selection. The objective of this study was to evaluate the extent of LD in Nellore cattle using a high density SNP panel and 795 genotyped steers.Results: After data editing, 446,986 SNPs were used for the estimation of LD, comprising 2508.4 Mb of the genome. The mean distance between adjacent markers was 4.90 ± 2.89 kb. The minor allele frequency (MAF) was less than 0.20 in a considerable proportion of SNPs. The overall mean LD between marker pairs measured by r2 and |D'| was 0.17 and 0.52, respectively. The LD (r2) decreased with increasing physical distance between markers from 0.34 (1 kb) to 0.11 (100 kb). In contrast to this clear decrease of LD measured by r2, the changes in |D'| indicated a less pronounced decline of LD. Chromosomes BTA1, BTA27, BTA28 and BTA29 showed lower levels of LD at any distance between markers. Except for these four chromosomes, the level of LD (r2) was higher than 0.20 for markers separated by less than 20 kb. At distances < 3 kb, the level of LD was higher than 0.30. The LD (r2) between markers was higher when the MAF threshold was high (0.15), especially when the distance between markers was short.Conclusions: The level of LD estimated for markers separated by less than 30 kb indicates that the High Density Bovine SNP BeadChip will likely be a suitable tool for prediction of genomic breeding values in Nellore cattle. © 2013 Espigolan et al.; licensee BioMed Central Ltd.
publishDate 2013
dc.date.none.fl_str_mv 2013-05-05
2014-05-27T11:29:06Z
2014-05-27T11:29:06Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1186/1471-2164-14-305
BMC Genomics, v. 14, n. 1, 2013.
1471-2164
http://hdl.handle.net/11449/75351
10.1186/1471-2164-14-305
WOS:000319407800001
2-s2.0-84876975374
2-s2.0-84876975374.pdf
7445254960858159
url http://dx.doi.org/10.1186/1471-2164-14-305
http://hdl.handle.net/11449/75351
identifier_str_mv BMC Genomics, v. 14, n. 1, 2013.
1471-2164
10.1186/1471-2164-14-305
WOS:000319407800001
2-s2.0-84876975374
2-s2.0-84876975374.pdf
7445254960858159
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv BMC Genomics
3.730
2,110
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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