Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.

Detalhes bibliográficos
Autor(a) principal: ZANELLA, R.
Data de Publicação: 2016
Outros Autores: PEIXOTO, J. de O., CARDOSO, F. F., CARDOSO, L. L., BIEGELMEYER, P., CANTAO, M. E., OTAVIANO, A., FREITAS, M. S., CAETANO, A. R., LEDUR, M. C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1054127
Resumo: Abstract Background: Genetic improvement in livestock populations can be achieved without significantly affecting genetic diversity if mating systems and selection decisions take genetic relationships among individuals into consideration. The objective of this study was to examine the genetic diversity of two commercial breeds of pigs. Genotypes from 1168 Landrace (LA) and 1094 Large White (LW) animals from a commercial breeding program in Brazil were obtained using the Illumina PorcineSNP60 Beadchip. Inbreeding estimates based on pedigree (Fx) and genomic information using runs of homozygosity (FROH) and the single nucleotide polymorphisms (SNP) by SNP inbreeding coefficient (FSNP) were obtained. Linkage disequilibrium (LD), correlation of linkage phase (r) and effective population size (Ne) were also estimated. Results: Estimates of inbreeding obtained with pedigree information were lower than those obtained with genomic data in both breeds. We observed that the extent of LD was slightly larger at shorter distances between SNPs in the LW population than in the LA population, which indicates that the LW population was derived from a smaller Ne. Estimates of Ne based on genomic data were equal to 53 and 40 for the current populations of LA and LW, respectively. The correlation of linkage phase between the two breeds was equal to 0.77 at distances up to 50 kb, which suggests that genome-wide association and selection should be performed within breed. Although selection intensities have been stronger in the LA breed than in the LW breed, levels of genomic and pedigree inbreeding were lower for the LA than for the LW breed. Conclusions: The use of genomic data to evaluate population diversity in livestock animals can provide new and more precise insights about the effects of intense selection for production traits. Resulting information and knowledge can be used to effectively increase response to selection by appropriately managing the rate of inbreeding, minimizing negative effects of inbreeding depression and therefore maintaining desirable levels of genetic diversity.
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spelling Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.Mlhoramento genético animalSuínoGenética animalRaçaAnimal breedingSwine productionAbstract Background: Genetic improvement in livestock populations can be achieved without significantly affecting genetic diversity if mating systems and selection decisions take genetic relationships among individuals into consideration. The objective of this study was to examine the genetic diversity of two commercial breeds of pigs. Genotypes from 1168 Landrace (LA) and 1094 Large White (LW) animals from a commercial breeding program in Brazil were obtained using the Illumina PorcineSNP60 Beadchip. Inbreeding estimates based on pedigree (Fx) and genomic information using runs of homozygosity (FROH) and the single nucleotide polymorphisms (SNP) by SNP inbreeding coefficient (FSNP) were obtained. Linkage disequilibrium (LD), correlation of linkage phase (r) and effective population size (Ne) were also estimated. Results: Estimates of inbreeding obtained with pedigree information were lower than those obtained with genomic data in both breeds. We observed that the extent of LD was slightly larger at shorter distances between SNPs in the LW population than in the LA population, which indicates that the LW population was derived from a smaller Ne. Estimates of Ne based on genomic data were equal to 53 and 40 for the current populations of LA and LW, respectively. The correlation of linkage phase between the two breeds was equal to 0.77 at distances up to 50 kb, which suggests that genome-wide association and selection should be performed within breed. Although selection intensities have been stronger in the LA breed than in the LW breed, levels of genomic and pedigree inbreeding were lower for the LA than for the LW breed. Conclusions: The use of genomic data to evaluate population diversity in livestock animals can provide new and more precise insights about the effects of intense selection for production traits. Resulting information and knowledge can be used to effectively increase response to selection by appropriately managing the rate of inbreeding, minimizing negative effects of inbreeding depression and therefore maintaining desirable levels of genetic diversity.RICARDO ZANELLA, CNPSA; JANE DE OLIVEIRA PEIXOTO, CNPSA; FERNANDO FLORES CARDOSO, CPPSUL; Leandro L. Cardoso, BOLSISTA CPPSUL; PATRÍCIA BIEGELMEYER, UFPEL; MAURICIO EGIDIO CANTAO, CNPSA; ANTONIO OTAVIANO, BRF/SA; Marcelo S. Freitas, BRF/SA; ALEXANDRE RODRIGUES CAETANO, Cenargen; MONICA CORREA LEDUR, CNPSA.ZANELLA, R.PEIXOTO, J. de O.CARDOSO, F. F.CARDOSO, L. L.BIEGELMEYER, P.CANTAO, M. E.OTAVIANO, A.FREITAS, M. S.CAETANO, A. R.LEDUR, M. C.2018-07-21T01:00:50Z2018-07-21T01:00:50Z2016-10-0520162018-07-21T01:00:50Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleGenetics Selection Evolution, v. 48, n. 24, 30 Mar. 2016.http://www.alice.cnptia.embrapa.br/alice/handle/doc/105412710.1186/s12711-016-0203-3enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2018-07-21T01:00:57Zoai:www.alice.cnptia.embrapa.br:doc/1054127Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542018-07-21T01:00:57falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542018-07-21T01:00:57Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
title Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
spellingShingle Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
ZANELLA, R.
Mlhoramento genético animal
Suíno
Genética animal
Raça
Animal breeding
Swine production
title_short Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
title_full Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
title_fullStr Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
title_full_unstemmed Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
title_sort Genetic diversity analysis of two commercial breeds of pigs using genomic and pedigree data.
author ZANELLA, R.
author_facet ZANELLA, R.
PEIXOTO, J. de O.
CARDOSO, F. F.
CARDOSO, L. L.
BIEGELMEYER, P.
CANTAO, M. E.
OTAVIANO, A.
FREITAS, M. S.
CAETANO, A. R.
LEDUR, M. C.
author_role author
author2 PEIXOTO, J. de O.
CARDOSO, F. F.
CARDOSO, L. L.
BIEGELMEYER, P.
CANTAO, M. E.
OTAVIANO, A.
FREITAS, M. S.
CAETANO, A. R.
LEDUR, M. C.
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv RICARDO ZANELLA, CNPSA; JANE DE OLIVEIRA PEIXOTO, CNPSA; FERNANDO FLORES CARDOSO, CPPSUL; Leandro L. Cardoso, BOLSISTA CPPSUL; PATRÍCIA BIEGELMEYER, UFPEL; MAURICIO EGIDIO CANTAO, CNPSA; ANTONIO OTAVIANO, BRF/SA; Marcelo S. Freitas, BRF/SA; ALEXANDRE RODRIGUES CAETANO, Cenargen; MONICA CORREA LEDUR, CNPSA.
dc.contributor.author.fl_str_mv ZANELLA, R.
PEIXOTO, J. de O.
CARDOSO, F. F.
CARDOSO, L. L.
BIEGELMEYER, P.
CANTAO, M. E.
OTAVIANO, A.
FREITAS, M. S.
CAETANO, A. R.
LEDUR, M. C.
dc.subject.por.fl_str_mv Mlhoramento genético animal
Suíno
Genética animal
Raça
Animal breeding
Swine production
topic Mlhoramento genético animal
Suíno
Genética animal
Raça
Animal breeding
Swine production
description Abstract Background: Genetic improvement in livestock populations can be achieved without significantly affecting genetic diversity if mating systems and selection decisions take genetic relationships among individuals into consideration. The objective of this study was to examine the genetic diversity of two commercial breeds of pigs. Genotypes from 1168 Landrace (LA) and 1094 Large White (LW) animals from a commercial breeding program in Brazil were obtained using the Illumina PorcineSNP60 Beadchip. Inbreeding estimates based on pedigree (Fx) and genomic information using runs of homozygosity (FROH) and the single nucleotide polymorphisms (SNP) by SNP inbreeding coefficient (FSNP) were obtained. Linkage disequilibrium (LD), correlation of linkage phase (r) and effective population size (Ne) were also estimated. Results: Estimates of inbreeding obtained with pedigree information were lower than those obtained with genomic data in both breeds. We observed that the extent of LD was slightly larger at shorter distances between SNPs in the LW population than in the LA population, which indicates that the LW population was derived from a smaller Ne. Estimates of Ne based on genomic data were equal to 53 and 40 for the current populations of LA and LW, respectively. The correlation of linkage phase between the two breeds was equal to 0.77 at distances up to 50 kb, which suggests that genome-wide association and selection should be performed within breed. Although selection intensities have been stronger in the LA breed than in the LW breed, levels of genomic and pedigree inbreeding were lower for the LA than for the LW breed. Conclusions: The use of genomic data to evaluate population diversity in livestock animals can provide new and more precise insights about the effects of intense selection for production traits. Resulting information and knowledge can be used to effectively increase response to selection by appropriately managing the rate of inbreeding, minimizing negative effects of inbreeding depression and therefore maintaining desirable levels of genetic diversity.
publishDate 2016
dc.date.none.fl_str_mv 2016-10-05
2016
2018-07-21T01:00:50Z
2018-07-21T01:00:50Z
2018-07-21T01:00:50Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Genetics Selection Evolution, v. 48, n. 24, 30 Mar. 2016.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1054127
10.1186/s12711-016-0203-3
identifier_str_mv Genetics Selection Evolution, v. 48, n. 24, 30 Mar. 2016.
10.1186/s12711-016-0203-3
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1054127
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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