Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1016/j.ygeno.2022.110395 http://hdl.handle.net/11449/241136 |
Resumo: | Heifer early calving (HC) plays a key role in beef cattle herds' economic sustainability and profitability by reducing production costs and generation intervals. However, the genetic basis of HC in Nelore heifers at different ages remains to be well understood. In this study, we aimed to perform a multi-trait weighted single-step genome-wide association (MT w-ssGWAS) to uncover the genetic mechanism involved in HC at 24 (HC24), 26 (HC26), 28 (HC28), and 30 (HC30) months of age in Nelore heifers. The MT w-ssGWAS pointed out four shared windows regions for HC24, HC26, HC28, and HC30 on BTA 5, 6, 14, and 16, explaining a larger proportion of genetic variation from 9.2% for HC30 to 10.6% for HC28. The shared regions harbored candidate genes related with the major gatekeeper for early puberty onset by controlling metabolic aspects related to homeostasis, reproductive, and growth (IGF1, PARPBP, PMCH, GNRHR, LYN, TMEM68, PLAG1, CHCHD7, KISS1, GOLT1A, and PPP1R15B). The MT w-ssGWAS and pathway analysis highlighted differences in physiological processes that support complex interactions between the gonadotropic axes, growth aspects, and sexual precocity in Nelore heifers, providing useful information for genetic improvement and management strategies. |
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Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattleBiological pathwayEarly pubertyHypothalamusMetabolic aspectsMulti-trait GWASPituitary glandHeifer early calving (HC) plays a key role in beef cattle herds' economic sustainability and profitability by reducing production costs and generation intervals. However, the genetic basis of HC in Nelore heifers at different ages remains to be well understood. In this study, we aimed to perform a multi-trait weighted single-step genome-wide association (MT w-ssGWAS) to uncover the genetic mechanism involved in HC at 24 (HC24), 26 (HC26), 28 (HC28), and 30 (HC30) months of age in Nelore heifers. The MT w-ssGWAS pointed out four shared windows regions for HC24, HC26, HC28, and HC30 on BTA 5, 6, 14, and 16, explaining a larger proportion of genetic variation from 9.2% for HC30 to 10.6% for HC28. The shared regions harbored candidate genes related with the major gatekeeper for early puberty onset by controlling metabolic aspects related to homeostasis, reproductive, and growth (IGF1, PARPBP, PMCH, GNRHR, LYN, TMEM68, PLAG1, CHCHD7, KISS1, GOLT1A, and PPP1R15B). The MT w-ssGWAS and pathway analysis highlighted differences in physiological processes that support complex interactions between the gonadotropic axes, growth aspects, and sexual precocity in Nelore heifers, providing useful information for genetic improvement and management strategies.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Universidade Estadual Paulista (UNESP) Faculdade de Ciências Agrárias e Veterinárias (FCAV) – Departamento de Zootecnia Via de Acesso Prof. Paulo Donato Castelane, SPUniversidade Estadual Paulista (UNESP) Faculdade de Ciências Agrárias e Veterinárias (FCAV) – Departamento de Ciências Exatas Via de Acesso Prof. Paulo Donato Castelane, SPNational Council for Science and Technological Development (CNPq) Brasilia -, DFUniversidade Estadual Paulista (UNESP) Faculdade de Ciências Agrárias e Veterinárias (FCAV) – Departamento de Zootecnia Via de Acesso Prof. Paulo Donato Castelane, SPUniversidade Estadual Paulista (UNESP) Faculdade de Ciências Agrárias e Veterinárias (FCAV) – Departamento de Ciências Exatas Via de Acesso Prof. Paulo Donato Castelane, SPUniversidade Estadual Paulista (UNESP)Universidade Federal de Santa Catarina (UFSC)Universidade Federal da Paraíba (UFPB)Brasilia -Mota, Lucio F.M. [UNESP]Carvajal, Alejandro B. [UNESP]Bernardes, Priscila A.Buzanskas, Marcos E.Baldi, Fernando [UNESP]Lôbo, Raysildo B.Munari, Danísio P. [UNESP]2023-03-01T20:48:43Z2023-03-01T20:48:43Z2022-07-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.ygeno.2022.110395Genomics, v. 114, n. 4, 2022.1089-86460888-7543http://hdl.handle.net/11449/24113610.1016/j.ygeno.2022.1103952-s2.0-85131670274Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengGenomicsinfo:eu-repo/semantics/openAccess2024-06-07T18:40:13Zoai:repositorio.unesp.br:11449/241136Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T14:54:05.341157Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
title |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
spellingShingle |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle Mota, Lucio F.M. [UNESP] Biological pathway Early puberty Hypothalamus Metabolic aspects Multi-trait GWAS Pituitary gland |
title_short |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
title_full |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
title_fullStr |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
title_full_unstemmed |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
title_sort |
Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle |
author |
Mota, Lucio F.M. [UNESP] |
author_facet |
Mota, Lucio F.M. [UNESP] Carvajal, Alejandro B. [UNESP] Bernardes, Priscila A. Buzanskas, Marcos E. Baldi, Fernando [UNESP] Lôbo, Raysildo B. Munari, Danísio P. [UNESP] |
author_role |
author |
author2 |
Carvajal, Alejandro B. [UNESP] Bernardes, Priscila A. Buzanskas, Marcos E. Baldi, Fernando [UNESP] Lôbo, Raysildo B. Munari, Danísio P. [UNESP] |
author2_role |
author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) Universidade Federal de Santa Catarina (UFSC) Universidade Federal da Paraíba (UFPB) Brasilia - |
dc.contributor.author.fl_str_mv |
Mota, Lucio F.M. [UNESP] Carvajal, Alejandro B. [UNESP] Bernardes, Priscila A. Buzanskas, Marcos E. Baldi, Fernando [UNESP] Lôbo, Raysildo B. Munari, Danísio P. [UNESP] |
dc.subject.por.fl_str_mv |
Biological pathway Early puberty Hypothalamus Metabolic aspects Multi-trait GWAS Pituitary gland |
topic |
Biological pathway Early puberty Hypothalamus Metabolic aspects Multi-trait GWAS Pituitary gland |
description |
Heifer early calving (HC) plays a key role in beef cattle herds' economic sustainability and profitability by reducing production costs and generation intervals. However, the genetic basis of HC in Nelore heifers at different ages remains to be well understood. In this study, we aimed to perform a multi-trait weighted single-step genome-wide association (MT w-ssGWAS) to uncover the genetic mechanism involved in HC at 24 (HC24), 26 (HC26), 28 (HC28), and 30 (HC30) months of age in Nelore heifers. The MT w-ssGWAS pointed out four shared windows regions for HC24, HC26, HC28, and HC30 on BTA 5, 6, 14, and 16, explaining a larger proportion of genetic variation from 9.2% for HC30 to 10.6% for HC28. The shared regions harbored candidate genes related with the major gatekeeper for early puberty onset by controlling metabolic aspects related to homeostasis, reproductive, and growth (IGF1, PARPBP, PMCH, GNRHR, LYN, TMEM68, PLAG1, CHCHD7, KISS1, GOLT1A, and PPP1R15B). The MT w-ssGWAS and pathway analysis highlighted differences in physiological processes that support complex interactions between the gonadotropic axes, growth aspects, and sexual precocity in Nelore heifers, providing useful information for genetic improvement and management strategies. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-07-01 2023-03-01T20:48:43Z 2023-03-01T20:48:43Z |
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.ygeno.2022.110395 Genomics, v. 114, n. 4, 2022. 1089-8646 0888-7543 http://hdl.handle.net/11449/241136 10.1016/j.ygeno.2022.110395 2-s2.0-85131670274 |
url |
http://dx.doi.org/10.1016/j.ygeno.2022.110395 http://hdl.handle.net/11449/241136 |
identifier_str_mv |
Genomics, v. 114, n. 4, 2022. 1089-8646 0888-7543 10.1016/j.ygeno.2022.110395 2-s2.0-85131670274 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Genomics |
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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1808128433580933120 |