Genomic studies in Montana Tropical Composite cattle

Detalhes bibliográficos
Autor(a) principal: Grigoletto, Laís
Data de Publicação: 2020
Tipo de documento: Tese
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/74/74135/tde-13042021-153436/
Resumo: Beef cattle production is a major component of the Brazilian economy and places the country amongst the top worldwide beef producers and exporters. The development and use of composite populations represent a promising alternative to increase production efficiency and quality in beef cattle. The strategic combination of different breeds poses a great opportunity to maximize genetic variability and exploit heterosis and breed complementarity. In order to successfully implement genomic evaluations for beef cattle, various genomic approaches and methodologies need to be investigated. In addition, the majority of genomic models and methods currently used for genomic evaluations were developed based on purebred animals and the knowledge on the use of genomic information in synthetic or composite cattle breeds is still very limited. Therefore, studies investigating more sophisticated methodologies and genomic approaches will enable a more efficient use of the genomic information available for composite breeds and consequently, more accurate breeding values. The overall objectives of this thesis are to: 1) identify genomic regions and potential candidate genes associated with various economically important traits in composite beef cattle populations; 2) investigate genomic selection methodologies and imputation strategies to improve the accuracy of genomic prediction of breeding values in the genetically diverse population of Montana Tropical Composite® cattle. Approximately 4,000 genotyped animals from multiple breeds (Montana, Nellore, Aberdeen Angus, Red Angus, Senepol, and Simmental) and SNP chip panels were available for this research. In summary, this project contributed to the application of genomic approaches to fastener genetic progress for a variety of economically important traits in composite beef cattle and increase the profitability of beef producers.
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spelling Genomic studies in Montana Tropical Composite cattleEstudos genômicos em bovinos de corte Composto Montana TropicalBeef cattleBovinos de corteCompositeCompostosGenetic progressGenômicaGenomicsImputaçãoImputationProgresso genéticoBeef cattle production is a major component of the Brazilian economy and places the country amongst the top worldwide beef producers and exporters. The development and use of composite populations represent a promising alternative to increase production efficiency and quality in beef cattle. The strategic combination of different breeds poses a great opportunity to maximize genetic variability and exploit heterosis and breed complementarity. In order to successfully implement genomic evaluations for beef cattle, various genomic approaches and methodologies need to be investigated. In addition, the majority of genomic models and methods currently used for genomic evaluations were developed based on purebred animals and the knowledge on the use of genomic information in synthetic or composite cattle breeds is still very limited. Therefore, studies investigating more sophisticated methodologies and genomic approaches will enable a more efficient use of the genomic information available for composite breeds and consequently, more accurate breeding values. The overall objectives of this thesis are to: 1) identify genomic regions and potential candidate genes associated with various economically important traits in composite beef cattle populations; 2) investigate genomic selection methodologies and imputation strategies to improve the accuracy of genomic prediction of breeding values in the genetically diverse population of Montana Tropical Composite® cattle. Approximately 4,000 genotyped animals from multiple breeds (Montana, Nellore, Aberdeen Angus, Red Angus, Senepol, and Simmental) and SNP chip panels were available for this research. In summary, this project contributed to the application of genomic approaches to fastener genetic progress for a variety of economically important traits in composite beef cattle and increase the profitability of beef producers.A pecuária e um componente importante da economia brasileira e coloca o país entre os principais produtores e exportadores mundiais de carne bovina. O desenvolvimento e uso de populações de compostos representam uma alternativa promissora para aumentar a eficiência e a qualidade da produção em bovinos de corte. A combinação estratégica de diferentes raças representa uma grande oportunidade para maximizar a variabilidade genética e explorar a heterose e complementaridade entre raças. Para implementar com sucesso avaliações genômicas para bovinos de corte, várias abordagens e metodologias genéticas e genômicas precisam ser investigadas. Além disso, a maioria dos modelos e métodos genômicos atualmente utilizados para avaliações genômicas foram desenvolvidos com base em animais de raça pura e o conhecimento sobre o uso de informações genômicas em raças sintéticas ou compostas de gado ainda e muito limitado. Portanto, estudos que investigam metodologias mais sofisticadas e abordagens genômicas permitirão um uso mais eficiente das informações genômicas disponíveis para raças de raça pura e composta e, consequentemente, predição de valores genéticos genômicos mais acurados. Os objetivos gerais são: 1) identificar regiões genômicas e potenciais genes candidatos associados a várias características econômicas importantes em animais compostos; 2) investigar metodologias de seleção genômica e estratégias de imputação para melhorar a acurácia de predição de valores genéticos genômicos na população geneticamente diversa do composto Montana Tropical®. Aproximadamente, 4.000 genótipos de animais de várias raças (Montana, Nelore, Aberdeen Angus, Red Angus, Senepol e Simmental) em diversas densidades foram utilizados nesta pesquisa. Dessa forma, este trabalho contribuiriu para a viabilidade da aplicação de métodos e abordagens genômicas para o progresso genético para uma variedade de características economicamente importantes em bovinos de corte compostos e a lucratividade dos produtores de carne bovina.Biblioteca Digitais de Teses e Dissertações da USPFerraz, José Bento StermanRey, Fernando Sebastiãn BaldiGrigoletto, Laís2020-07-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/74/74135/tde-13042021-153436/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2021-04-13T22:14:05Zoai:teses.usp.br:tde-13042021-153436Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212021-04-13T22:14:05Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Genomic studies in Montana Tropical Composite cattle
Estudos genômicos em bovinos de corte Composto Montana Tropical
title Genomic studies in Montana Tropical Composite cattle
spellingShingle Genomic studies in Montana Tropical Composite cattle
Grigoletto, Laís
Beef cattle
Bovinos de corte
Composite
Compostos
Genetic progress
Genômica
Genomics
Imputação
Imputation
Progresso genético
title_short Genomic studies in Montana Tropical Composite cattle
title_full Genomic studies in Montana Tropical Composite cattle
title_fullStr Genomic studies in Montana Tropical Composite cattle
title_full_unstemmed Genomic studies in Montana Tropical Composite cattle
title_sort Genomic studies in Montana Tropical Composite cattle
author Grigoletto, Laís
author_facet Grigoletto, Laís
author_role author
dc.contributor.none.fl_str_mv Ferraz, José Bento Sterman
Rey, Fernando Sebastiãn Baldi
dc.contributor.author.fl_str_mv Grigoletto, Laís
dc.subject.por.fl_str_mv Beef cattle
Bovinos de corte
Composite
Compostos
Genetic progress
Genômica
Genomics
Imputação
Imputation
Progresso genético
topic Beef cattle
Bovinos de corte
Composite
Compostos
Genetic progress
Genômica
Genomics
Imputação
Imputation
Progresso genético
description Beef cattle production is a major component of the Brazilian economy and places the country amongst the top worldwide beef producers and exporters. The development and use of composite populations represent a promising alternative to increase production efficiency and quality in beef cattle. The strategic combination of different breeds poses a great opportunity to maximize genetic variability and exploit heterosis and breed complementarity. In order to successfully implement genomic evaluations for beef cattle, various genomic approaches and methodologies need to be investigated. In addition, the majority of genomic models and methods currently used for genomic evaluations were developed based on purebred animals and the knowledge on the use of genomic information in synthetic or composite cattle breeds is still very limited. Therefore, studies investigating more sophisticated methodologies and genomic approaches will enable a more efficient use of the genomic information available for composite breeds and consequently, more accurate breeding values. The overall objectives of this thesis are to: 1) identify genomic regions and potential candidate genes associated with various economically important traits in composite beef cattle populations; 2) investigate genomic selection methodologies and imputation strategies to improve the accuracy of genomic prediction of breeding values in the genetically diverse population of Montana Tropical Composite® cattle. Approximately 4,000 genotyped animals from multiple breeds (Montana, Nellore, Aberdeen Angus, Red Angus, Senepol, and Simmental) and SNP chip panels were available for this research. In summary, this project contributed to the application of genomic approaches to fastener genetic progress for a variety of economically important traits in composite beef cattle and increase the profitability of beef producers.
publishDate 2020
dc.date.none.fl_str_mv 2020-07-10
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
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dc.identifier.uri.fl_str_mv https://www.teses.usp.br/teses/disponiveis/74/74135/tde-13042021-153436/
url https://www.teses.usp.br/teses/disponiveis/74/74135/tde-13042021-153436/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv
dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
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reponame:Biblioteca Digital de Teses e Dissertações da USP
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reponame_str Biblioteca Digital de Teses e Dissertações da USP
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