Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study

Detalhes bibliográficos
Autor(a) principal: Bussiman, Fernando de Oliveira
Data de Publicação: 2020
Outros Autores: Aparecida dos Santos, Bruna [UNESP], Abreu Silva, Bárbara da Conceição, Mamani, Gerardo Cornelio Mamani, Grigoletto, Laís, Pereira, Guilherme Luis [UNESP], Ferraz, Guilherme de Camargo [UNESP], Ferraz, José Bento Sterman, Mattos, Elisângela Chicaroni, Eler, Joanir Pereira, Ventura, Ricardo Vieira, Curi, Rogério Abdallah [UNESP], Balieiro, Júlio César de Carvalho
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
DOI: 10.1016/j.livsci.2019.103867
Texto Completo: http://dx.doi.org/10.1016/j.livsci.2019.103867
http://hdl.handle.net/11449/199686
Resumo: The ECA23:22999655C>A DMRT3 variant has been described as a causative region for the four-beat gait in horses, however it remains uncertain for the two distinct gait types observed in the Brazilian Mangalarga Marchador (MM) breed. This study aimed to perform a single-step GWAS, prospecting the genetic architecture of the marcha batida (MB) and marcha picada (MP) in MM horses. Phenotypic records from 1,230 animals in a pedigree file containing 3172 individuals were considered in the current analysis. A total of 192 (86 MB and 106 MP) horses were genotyped with the 670 k equine genotyping array (Thermo Fisher Scientific), and 48 horses were imputed from 65k (Illumina) to 670k. The GWAS was conducted in a Bayesian approach. For the estimation of SNP effects, three iterations were performed. The position from SNPs that explained more than 1% of the additive genetic variance were used to prospect genomic regions in windows of 250 kb. From the 69 identified genes, 39 were not annotated in horses and were blasted against the NCBI database. The enrichment analysis revealed that eight metabolic pathways might be involved with the gait type since most were related to the metabolism of amino acid, energy, and immune system. The found genes were associated with differences in the energetic metabolism between animals from the marcha batida or marcha picada groups, as well as with metabolic changes after gait exercise.
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spelling Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary studyExternal stimuliGait metabolismHorseSingle-step GWASThe ECA23:22999655C>A DMRT3 variant has been described as a causative region for the four-beat gait in horses, however it remains uncertain for the two distinct gait types observed in the Brazilian Mangalarga Marchador (MM) breed. This study aimed to perform a single-step GWAS, prospecting the genetic architecture of the marcha batida (MB) and marcha picada (MP) in MM horses. Phenotypic records from 1,230 animals in a pedigree file containing 3172 individuals were considered in the current analysis. A total of 192 (86 MB and 106 MP) horses were genotyped with the 670 k equine genotyping array (Thermo Fisher Scientific), and 48 horses were imputed from 65k (Illumina) to 670k. The GWAS was conducted in a Bayesian approach. For the estimation of SNP effects, three iterations were performed. The position from SNPs that explained more than 1% of the additive genetic variance were used to prospect genomic regions in windows of 250 kb. From the 69 identified genes, 39 were not annotated in horses and were blasted against the NCBI database. The enrichment analysis revealed that eight metabolic pathways might be involved with the gait type since most were related to the metabolism of amino acid, energy, and immune system. The found genes were associated with differences in the energetic metabolism between animals from the marcha batida or marcha picada groups, as well as with metabolic changes after gait exercise.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Department of Animal Science College of Animal Science and Food Engineering University of São Paulo (FZEA/USP), Av. Duque de Caxias Norte, 225Department of Animal Improvement and Nutrition College of Veterinary Medicine and Animal Science São Paulo State University (FMVZ/UNESP), Rua José Barbosa de Barros, 1780, Fazenda Experimental LageadoGroup of Animal Breeding and Biotechnology Department of Veterinary Science College of Animal Science and Food Engineering University of São Paulo (GMAB-FZEA/USP), Av. Duque de Caxias Norte, 225Department of Morphology and Animal Physiology College of Agriculture and Veterinary Science São Paulo State University (FCAV/UNESP), access route Paulo Donato CastellaneDepartment of Animal Nutrition and Production College of Veterinary Medicine and Animal Science University of São Paulo (FMVZ/USP), Av. Duque de Caxias Norte, 225Department of Animal Improvement and Nutrition College of Veterinary Medicine and Animal Science São Paulo State University (FMVZ/UNESP), Rua José Barbosa de Barros, 1780, Fazenda Experimental LageadoDepartment of Morphology and Animal Physiology College of Agriculture and Veterinary Science São Paulo State University (FCAV/UNESP), access route Paulo Donato CastellaneFAPESP: 16/19081-9FAPESP: 2016/17834-0Universidade de São Paulo (USP)Universidade Estadual Paulista (Unesp)Bussiman, Fernando de OliveiraAparecida dos Santos, Bruna [UNESP]Abreu Silva, Bárbara da ConceiçãoMamani, Gerardo Cornelio MamaniGrigoletto, LaísPereira, Guilherme Luis [UNESP]Ferraz, Guilherme de Camargo [UNESP]Ferraz, José Bento StermanMattos, Elisângela ChicaroniEler, Joanir PereiraVentura, Ricardo VieiraCuri, Rogério Abdallah [UNESP]Balieiro, Júlio César de Carvalho2020-12-12T01:46:34Z2020-12-12T01:46:34Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.livsci.2019.103867Livestock Science, v. 231.1871-1413http://hdl.handle.net/11449/19968610.1016/j.livsci.2019.1038672-s2.0-8507530668535147134139191260000-0001-6289-0406Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengLivestock Scienceinfo:eu-repo/semantics/openAccess2024-06-06T18:41:30Zoai:repositorio.unesp.br:11449/199686Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T15:22:40.646427Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
title Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
spellingShingle Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
Bussiman, Fernando de Oliveira
External stimuli
Gait metabolism
Horse
Single-step GWAS
Bussiman, Fernando de Oliveira
External stimuli
Gait metabolism
Horse
Single-step GWAS
title_short Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
title_full Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
title_fullStr Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
title_full_unstemmed Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
title_sort Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
author Bussiman, Fernando de Oliveira
author_facet Bussiman, Fernando de Oliveira
Bussiman, Fernando de Oliveira
Aparecida dos Santos, Bruna [UNESP]
Abreu Silva, Bárbara da Conceição
Mamani, Gerardo Cornelio Mamani
Grigoletto, Laís
Pereira, Guilherme Luis [UNESP]
Ferraz, Guilherme de Camargo [UNESP]
Ferraz, José Bento Sterman
Mattos, Elisângela Chicaroni
Eler, Joanir Pereira
Ventura, Ricardo Vieira
Curi, Rogério Abdallah [UNESP]
Balieiro, Júlio César de Carvalho
Aparecida dos Santos, Bruna [UNESP]
Abreu Silva, Bárbara da Conceição
Mamani, Gerardo Cornelio Mamani
Grigoletto, Laís
Pereira, Guilherme Luis [UNESP]
Ferraz, Guilherme de Camargo [UNESP]
Ferraz, José Bento Sterman
Mattos, Elisângela Chicaroni
Eler, Joanir Pereira
Ventura, Ricardo Vieira
Curi, Rogério Abdallah [UNESP]
Balieiro, Júlio César de Carvalho
author_role author
author2 Aparecida dos Santos, Bruna [UNESP]
Abreu Silva, Bárbara da Conceição
Mamani, Gerardo Cornelio Mamani
Grigoletto, Laís
Pereira, Guilherme Luis [UNESP]
Ferraz, Guilherme de Camargo [UNESP]
Ferraz, José Bento Sterman
Mattos, Elisângela Chicaroni
Eler, Joanir Pereira
Ventura, Ricardo Vieira
Curi, Rogério Abdallah [UNESP]
Balieiro, Júlio César de Carvalho
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Bussiman, Fernando de Oliveira
Aparecida dos Santos, Bruna [UNESP]
Abreu Silva, Bárbara da Conceição
Mamani, Gerardo Cornelio Mamani
Grigoletto, Laís
Pereira, Guilherme Luis [UNESP]
Ferraz, Guilherme de Camargo [UNESP]
Ferraz, José Bento Sterman
Mattos, Elisângela Chicaroni
Eler, Joanir Pereira
Ventura, Ricardo Vieira
Curi, Rogério Abdallah [UNESP]
Balieiro, Júlio César de Carvalho
dc.subject.por.fl_str_mv External stimuli
Gait metabolism
Horse
Single-step GWAS
topic External stimuli
Gait metabolism
Horse
Single-step GWAS
description The ECA23:22999655C>A DMRT3 variant has been described as a causative region for the four-beat gait in horses, however it remains uncertain for the two distinct gait types observed in the Brazilian Mangalarga Marchador (MM) breed. This study aimed to perform a single-step GWAS, prospecting the genetic architecture of the marcha batida (MB) and marcha picada (MP) in MM horses. Phenotypic records from 1,230 animals in a pedigree file containing 3172 individuals were considered in the current analysis. A total of 192 (86 MB and 106 MP) horses were genotyped with the 670 k equine genotyping array (Thermo Fisher Scientific), and 48 horses were imputed from 65k (Illumina) to 670k. The GWAS was conducted in a Bayesian approach. For the estimation of SNP effects, three iterations were performed. The position from SNPs that explained more than 1% of the additive genetic variance were used to prospect genomic regions in windows of 250 kb. From the 69 identified genes, 39 were not annotated in horses and were blasted against the NCBI database. The enrichment analysis revealed that eight metabolic pathways might be involved with the gait type since most were related to the metabolism of amino acid, energy, and immune system. The found genes were associated with differences in the energetic metabolism between animals from the marcha batida or marcha picada groups, as well as with metabolic changes after gait exercise.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-12T01:46:34Z
2020-12-12T01:46:34Z
2020-01-01
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/10.1016/j.livsci.2019.103867
Livestock Science, v. 231.
1871-1413
http://hdl.handle.net/11449/199686
10.1016/j.livsci.2019.103867
2-s2.0-85075306685
3514713413919126
0000-0001-6289-0406
url http://dx.doi.org/10.1016/j.livsci.2019.103867
http://hdl.handle.net/11449/199686
identifier_str_mv Livestock Science, v. 231.
1871-1413
10.1016/j.livsci.2019.103867
2-s2.0-85075306685
3514713413919126
0000-0001-6289-0406
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Livestock Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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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dc.identifier.doi.none.fl_str_mv 10.1016/j.livsci.2019.103867