Integrating genome-wide association study and pathway analysis reveals physiological aspects affecting heifer early calving defined at different ages in Nelore cattle

Detalhes bibliográficos
Autor(a) principal: Mota, Lucio F.M. [UNESP]
Data de Publicação: 2022
Outros Autores: Carvajal, Alejandro B. [UNESP], Bernardes, Priscila A., Buzanskas, Marcos E., Baldi, Fernando [UNESP], Lôbo, Raysildo B., Munari, Danísio P. [UNESP]
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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spelling 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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