Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle

Detalhes bibliográficos
Autor(a) principal: Melo, Thaise P. [UNESP]
Data de Publicação: 2018
Outros Autores: Fortes, Marina R.S., Bresolin, Tiago [UNESP], Mota, Lucio F.M. [UNESP], Albuquerque, Lucia G. [UNESP], Carvalheiro, Roberto [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1093/jas/sky289
http://hdl.handle.net/11449/188193
Resumo: Multitrait meta-analyses are a strategy to produce more accurate genome-wide association studies, especially for complex phenotypes. We carried out a meta-analysis study for traits related to sexual precocity in tropical beef cattle (Nellore and Brahman) aiming to identify important genomic regions affecting these traits. The traits included in the analyses were age at first calving (AFC), early pregnancy (EP), age at first corpus luteum (AGECL), first postpartum anoestrus interval (PPAI), and scrotal circumference (SC). The traits AFC, EP, and SCN were measured in Nellore cattle, while AGECL, PPAI, and SCB were measured in Brahman cattle. Metaanalysis resulted in 108 significant single-nucleotide polymorphisms (SNPs), at an empirical threshold P-value of 1.39 × 10-5 (false discovery rate [FDR] < 0.05). Within 0.5 Mb of the significant SNP, candidate genes were annotated and analyzed for functional enrichment. Most of the closest genes to the SNP with higher significance in each chromosome have been associated with important roles in reproductive function. They are TSC22D2, KLF7, ARHGAP29, 7SK, MAP3K5, TLE3, WDR5, TAF3, TMEM68, PPP1R15B, NR2F2, GALR1, SUFU, and KCNU1. We did not observe any significant SNP in BTA5, BTA12, BTA17, BTA18, BTA19, BTA20, BTA22, BTA23, BTA25, and BTA28. Although the majority of significant SNPs are in BTA14, it was identified significant associations in multiple chromosomes (19 out of 29 autosomes), which is consistent with the postulation that reproductive traits are complex polygenic phenotypes. Five proposed association regions harbor the majority of the significant SNP (76%) and were distributed over four chromosomes (P < 1.39 × 10-5, FDR < 0.05): BTA2 (5.55%) from 95 to 96 Mb, BTA4 (5.55%) from 94.1 to 94.8 Mb, BTA14 (59.26%) from 24 to 25 Mb and 29 to 30 Mb, and BTA21 (5.55%) from 6.7 Mb to 11.4 Mb. These regions harbored key genes related to reproductive function. Moreover, these genes were enriched for functional groups associated with immune response, maternal-fetal tolerance, pregnancy maintenance, embryo development, fertility, and response to stress. Further studies including other breeds and precocity traits could confirm the importance of these regions and identify new candidate regions for sexual precocity in beef cattle.
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spelling Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattleBos indicusBrahmanEarly pubertyGWASMeta-analysisNelloreMultitrait meta-analyses are a strategy to produce more accurate genome-wide association studies, especially for complex phenotypes. We carried out a meta-analysis study for traits related to sexual precocity in tropical beef cattle (Nellore and Brahman) aiming to identify important genomic regions affecting these traits. The traits included in the analyses were age at first calving (AFC), early pregnancy (EP), age at first corpus luteum (AGECL), first postpartum anoestrus interval (PPAI), and scrotal circumference (SC). The traits AFC, EP, and SCN were measured in Nellore cattle, while AGECL, PPAI, and SCB were measured in Brahman cattle. Metaanalysis resulted in 108 significant single-nucleotide polymorphisms (SNPs), at an empirical threshold P-value of 1.39 × 10-5 (false discovery rate [FDR] < 0.05). Within 0.5 Mb of the significant SNP, candidate genes were annotated and analyzed for functional enrichment. Most of the closest genes to the SNP with higher significance in each chromosome have been associated with important roles in reproductive function. They are TSC22D2, KLF7, ARHGAP29, 7SK, MAP3K5, TLE3, WDR5, TAF3, TMEM68, PPP1R15B, NR2F2, GALR1, SUFU, and KCNU1. We did not observe any significant SNP in BTA5, BTA12, BTA17, BTA18, BTA19, BTA20, BTA22, BTA23, BTA25, and BTA28. Although the majority of significant SNPs are in BTA14, it was identified significant associations in multiple chromosomes (19 out of 29 autosomes), which is consistent with the postulation that reproductive traits are complex polygenic phenotypes. Five proposed association regions harbor the majority of the significant SNP (76%) and were distributed over four chromosomes (P < 1.39 × 10-5, FDR < 0.05): BTA2 (5.55%) from 95 to 96 Mb, BTA4 (5.55%) from 94.1 to 94.8 Mb, BTA14 (59.26%) from 24 to 25 Mb and 29 to 30 Mb, and BTA21 (5.55%) from 6.7 Mb to 11.4 Mb. These regions harbored key genes related to reproductive function. Moreover, these genes were enriched for functional groups associated with immune response, maternal-fetal tolerance, pregnancy maintenance, embryo development, fertility, and response to stress. Further studies including other breeds and precocity traits could confirm the importance of these regions and identify new candidate regions for sexual precocity in beef cattle.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Department of Animal Science School of Agricultural and Veterinarian Sciences FCAV/ UNESP - Sao Paulo State UniversityThe University of Queensland School of Chemistry and Molecular BiosciencesThe University of Queensland Queensland Alliance for Agriculture and Food InnovationNational Council for Scientific and Technological Development (CNPq)Department of Animal Science School of Agricultural and Veterinarian Sciences FCAV/ UNESP - Sao Paulo State UniversityCNPq: 559631/2009-0Universidade Estadual Paulista (Unesp)School of Chemistry and Molecular BiosciencesQueensland Alliance for Agriculture and Food InnovationNational Council for Scientific and Technological Development (CNPq)Melo, Thaise P. [UNESP]Fortes, Marina R.S.Bresolin, Tiago [UNESP]Mota, Lucio F.M. [UNESP]Albuquerque, Lucia G. [UNESP]Carvalheiro, Roberto [UNESP]2019-10-06T16:00:13Z2019-10-06T16:00:13Z2018-09-29info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article4087-4099http://dx.doi.org/10.1093/jas/sky289Journal of Animal Science, v. 96, n. 10, p. 4087-4099, 2018.1525-31630021-8812http://hdl.handle.net/11449/18819310.1093/jas/sky2892-s2.0-85054751460Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Animal Scienceinfo:eu-repo/semantics/openAccess2021-10-23T19:23:20Zoai:repositorio.unesp.br:11449/188193Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T19:23:20Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
title Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
spellingShingle Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
Melo, Thaise P. [UNESP]
Bos indicus
Brahman
Early puberty
GWAS
Meta-analysis
Nellore
title_short Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
title_full Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
title_fullStr Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
title_full_unstemmed Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
title_sort Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle
author Melo, Thaise P. [UNESP]
author_facet Melo, Thaise P. [UNESP]
Fortes, Marina R.S.
Bresolin, Tiago [UNESP]
Mota, Lucio F.M. [UNESP]
Albuquerque, Lucia G. [UNESP]
Carvalheiro, Roberto [UNESP]
author_role author
author2 Fortes, Marina R.S.
Bresolin, Tiago [UNESP]
Mota, Lucio F.M. [UNESP]
Albuquerque, Lucia G. [UNESP]
Carvalheiro, Roberto [UNESP]
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
School of Chemistry and Molecular Biosciences
Queensland Alliance for Agriculture and Food Innovation
National Council for Scientific and Technological Development (CNPq)
dc.contributor.author.fl_str_mv Melo, Thaise P. [UNESP]
Fortes, Marina R.S.
Bresolin, Tiago [UNESP]
Mota, Lucio F.M. [UNESP]
Albuquerque, Lucia G. [UNESP]
Carvalheiro, Roberto [UNESP]
dc.subject.por.fl_str_mv Bos indicus
Brahman
Early puberty
GWAS
Meta-analysis
Nellore
topic Bos indicus
Brahman
Early puberty
GWAS
Meta-analysis
Nellore
description Multitrait meta-analyses are a strategy to produce more accurate genome-wide association studies, especially for complex phenotypes. We carried out a meta-analysis study for traits related to sexual precocity in tropical beef cattle (Nellore and Brahman) aiming to identify important genomic regions affecting these traits. The traits included in the analyses were age at first calving (AFC), early pregnancy (EP), age at first corpus luteum (AGECL), first postpartum anoestrus interval (PPAI), and scrotal circumference (SC). The traits AFC, EP, and SCN were measured in Nellore cattle, while AGECL, PPAI, and SCB were measured in Brahman cattle. Metaanalysis resulted in 108 significant single-nucleotide polymorphisms (SNPs), at an empirical threshold P-value of 1.39 × 10-5 (false discovery rate [FDR] < 0.05). Within 0.5 Mb of the significant SNP, candidate genes were annotated and analyzed for functional enrichment. Most of the closest genes to the SNP with higher significance in each chromosome have been associated with important roles in reproductive function. They are TSC22D2, KLF7, ARHGAP29, 7SK, MAP3K5, TLE3, WDR5, TAF3, TMEM68, PPP1R15B, NR2F2, GALR1, SUFU, and KCNU1. We did not observe any significant SNP in BTA5, BTA12, BTA17, BTA18, BTA19, BTA20, BTA22, BTA23, BTA25, and BTA28. Although the majority of significant SNPs are in BTA14, it was identified significant associations in multiple chromosomes (19 out of 29 autosomes), which is consistent with the postulation that reproductive traits are complex polygenic phenotypes. Five proposed association regions harbor the majority of the significant SNP (76%) and were distributed over four chromosomes (P < 1.39 × 10-5, FDR < 0.05): BTA2 (5.55%) from 95 to 96 Mb, BTA4 (5.55%) from 94.1 to 94.8 Mb, BTA14 (59.26%) from 24 to 25 Mb and 29 to 30 Mb, and BTA21 (5.55%) from 6.7 Mb to 11.4 Mb. These regions harbored key genes related to reproductive function. Moreover, these genes were enriched for functional groups associated with immune response, maternal-fetal tolerance, pregnancy maintenance, embryo development, fertility, and response to stress. Further studies including other breeds and precocity traits could confirm the importance of these regions and identify new candidate regions for sexual precocity in beef cattle.
publishDate 2018
dc.date.none.fl_str_mv 2018-09-29
2019-10-06T16:00:13Z
2019-10-06T16:00:13Z
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/10.1093/jas/sky289
Journal of Animal Science, v. 96, n. 10, p. 4087-4099, 2018.
1525-3163
0021-8812
http://hdl.handle.net/11449/188193
10.1093/jas/sky289
2-s2.0-85054751460
url http://dx.doi.org/10.1093/jas/sky289
http://hdl.handle.net/11449/188193
identifier_str_mv Journal of Animal Science, v. 96, n. 10, p. 4087-4099, 2018.
1525-3163
0021-8812
10.1093/jas/sky289
2-s2.0-85054751460
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Animal Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 4087-4099
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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