Genome-wide association study: Understanding the genetic basis of the gait type in Brazilian Mangalarga Marchador horses, a preliminary study
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , , , , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1822182456344707072 |
dc.identifier.doi.none.fl_str_mv |
10.1016/j.livsci.2019.103867 |