Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.

The aim of this study was to evaluate the level of introgression of breeds in the Canchim (CA: 62.5% Charolais-37.5% Zebu) and MA genetic group (MA: 65.6% Charolais-34.4% Zebu) cattle using genomic information on Charolais (CH), Nelore (NE), and Indubrasil (IB) breeds. The number of animals used was...

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Main Authors: Marcos Eli Buzanskas, Ricardo Vieira Ventura, Tatiane Cristina Seleguim Chud, Priscila Arrigucci Bernardes, Daniel Jordan de Abreu Santos, Luciana Correia de Almeida Regitano, Maurício Mello de Alencar, Maurício de Alvarenga Mudadu, Ricardo Zanella, Marcos Vinícius Gualberto Barbosa da Silva, Changxi Li, Flavio Schramm Schenkel, Danísio Prado Munari
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5300224?pdf=render
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spelling doaj-0b000a7a2c2e4f659065491d350153902020-11-25T00:40:42ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01122e017166010.1371/journal.pone.0171660Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.Marcos Eli BuzanskasRicardo Vieira VenturaTatiane Cristina Seleguim ChudPriscila Arrigucci BernardesDaniel Jordan de Abreu SantosLuciana Correia de Almeida RegitanoMaurício Mello de AlencarMaurício de Alvarenga MudaduRicardo ZanellaMarcos Vinícius Gualberto Barbosa da SilvaChangxi LiFlavio Schramm SchenkelDanísio Prado MunariThe aim of this study was to evaluate the level of introgression of breeds in the Canchim (CA: 62.5% Charolais-37.5% Zebu) and MA genetic group (MA: 65.6% Charolais-34.4% Zebu) cattle using genomic information on Charolais (CH), Nelore (NE), and Indubrasil (IB) breeds. The number of animals used was 395 (CA and MA), 763 (NE), 338 (CH), and 37 (IB). The Bovine50SNP BeadChip from Illumina panel was used to estimate the levels of introgression of breeds considering the Maximum likelihood, Bayesian, and Single Regression method. After genotype quality control, 32,308 SNPs were considered in the analysis. Furthermore, three thresholds to prune out SNPs in linkage disequilibrium higher than 0.10, 0.05, and 0.01 were considered, resulting in 15,286, 7,652, and 1,582 SNPs, respectively. For k = 2, the proportion of taurine and indicine varied from the expected proportion based on pedigree for all methods studied. For k = 3, the Regression method was able to differentiate the animals in three main clusters assigned to each purebred breed, showing more reasonable according to its biological viewpoint. Analyzing the data considering k = 2 seems to be more appropriate for Canchim-MA animals due to its biological interpretation. The usage of 32,308 SNPs in the analyses resulted in similar findings between the estimated and expected breed proportions. Using the Regression approach, a contribution of Indubrasil was observed in Canchim-MA when k = 3 was considered. Genetic parameter estimation could account for this breed composition information as a source of variation in order to improve the accuracy of genetic models. Our findings may help assemble appropriate reference populations for genomic prediction for Canchim-MA in order to improve prediction accuracy. Using the information on the level of introgression in each individual could also be useful in breeding or crossing design to improve individual heterosis in crossbred cattle.http://europepmc.org/articles/PMC5300224?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Marcos Eli Buzanskas
Ricardo Vieira Ventura
Tatiane Cristina Seleguim Chud
Priscila Arrigucci Bernardes
Daniel Jordan de Abreu Santos
Luciana Correia de Almeida Regitano
Maurício Mello de Alencar
Maurício de Alvarenga Mudadu
Ricardo Zanella
Marcos Vinícius Gualberto Barbosa da Silva
Changxi Li
Flavio Schramm Schenkel
Danísio Prado Munari
spellingShingle Marcos Eli Buzanskas
Ricardo Vieira Ventura
Tatiane Cristina Seleguim Chud
Priscila Arrigucci Bernardes
Daniel Jordan de Abreu Santos
Luciana Correia de Almeida Regitano
Maurício Mello de Alencar
Maurício de Alvarenga Mudadu
Ricardo Zanella
Marcos Vinícius Gualberto Barbosa da Silva
Changxi Li
Flavio Schramm Schenkel
Danísio Prado Munari
Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.
PLoS ONE
author_facet Marcos Eli Buzanskas
Ricardo Vieira Ventura
Tatiane Cristina Seleguim Chud
Priscila Arrigucci Bernardes
Daniel Jordan de Abreu Santos
Luciana Correia de Almeida Regitano
Maurício Mello de Alencar
Maurício de Alvarenga Mudadu
Ricardo Zanella
Marcos Vinícius Gualberto Barbosa da Silva
Changxi Li
Flavio Schramm Schenkel
Danísio Prado Munari
author_sort Marcos Eli Buzanskas
title Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.
title_short Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.
title_full Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.
title_fullStr Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.
title_full_unstemmed Study on the introgression of beef breeds in Canchim cattle using single nucleotide polymorphism markers.
title_sort study on the introgression of beef breeds in canchim cattle using single nucleotide polymorphism markers.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description The aim of this study was to evaluate the level of introgression of breeds in the Canchim (CA: 62.5% Charolais-37.5% Zebu) and MA genetic group (MA: 65.6% Charolais-34.4% Zebu) cattle using genomic information on Charolais (CH), Nelore (NE), and Indubrasil (IB) breeds. The number of animals used was 395 (CA and MA), 763 (NE), 338 (CH), and 37 (IB). The Bovine50SNP BeadChip from Illumina panel was used to estimate the levels of introgression of breeds considering the Maximum likelihood, Bayesian, and Single Regression method. After genotype quality control, 32,308 SNPs were considered in the analysis. Furthermore, three thresholds to prune out SNPs in linkage disequilibrium higher than 0.10, 0.05, and 0.01 were considered, resulting in 15,286, 7,652, and 1,582 SNPs, respectively. For k = 2, the proportion of taurine and indicine varied from the expected proportion based on pedigree for all methods studied. For k = 3, the Regression method was able to differentiate the animals in three main clusters assigned to each purebred breed, showing more reasonable according to its biological viewpoint. Analyzing the data considering k = 2 seems to be more appropriate for Canchim-MA animals due to its biological interpretation. The usage of 32,308 SNPs in the analyses resulted in similar findings between the estimated and expected breed proportions. Using the Regression approach, a contribution of Indubrasil was observed in Canchim-MA when k = 3 was considered. Genetic parameter estimation could account for this breed composition information as a source of variation in order to improve the accuracy of genetic models. Our findings may help assemble appropriate reference populations for genomic prediction for Canchim-MA in order to improve prediction accuracy. Using the information on the level of introgression in each individual could also be useful in breeding or crossing design to improve individual heterosis in crossbred cattle.
url http://europepmc.org/articles/PMC5300224?pdf=render
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