Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle

Bibliographic Details
Main Author: Sbardella, Ana Paula [UNESP]
Publication Date: 2021
Other Authors: Watanabe, Rafael Nakamura [UNESP], Costa, Rebeka Magalhaes da [UNESP], Bernardes, Priscila Arrigucci, Braga, Larissa Graciano [UNESP], Baldi Rey, Fernando Sebastian [UNESP], Lobo, Raysildo Barbosa, Munari, Danisio Prado [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.3390/ani11051386
http://hdl.handle.net/11449/210356
Summary: Simple Summary In this study, we investigated the association between single nucleotide polymorphisms (SNPs) and reproductive traits in order to identify candidate genes and biological pathways associated with these traits in Nelore beef cattle. The genome-wide association analysis revealed genomic regions that could explain part of the genetic variance of the studied traits. The results revealed genes with important functions for reproductive traits, such as fertility and precocity. Some genes were associated with more than one trait, being important for reproductive efficiency. The identification of candidate genes that were associated with the studied traits as well as genes enriched in the functional terms and pathways may be useful for exploring the genetic architecture underlying reproductive traits and may be used in Nelore breeding programs. The identification of genomic regions associated with reproductive traits as well as their biological processes allows a better understanding of the phenotypic variability of these traits. This information could be applied to animal breeding programs to accelerate genetic gain. The aim of this study was to evaluate the association between single nucleotide polymorphisms (SNP) with a scrotal circumference at 365 days of age (SC365) and at 450 days of age (SC450), gestation length (GL) as a calf trait, age at first calving (AFC), accumulated productivity (ACP), heifer early calving until 30 months (HC30), and stayability (STAY) traits, in order to identify candidate genes and biological pathways associated with reproductive traits in Nelore cattle. The data set consisted of pedigree, phenotypes, and genotypes of Nelore cattle from the Associacao Nacional de Criadores e Pesquisadores (ANCP). The association analyses were performed using the Weighted Single-Step Genome-Wide Association method; the regions, consisting of 10 consecutive SNP, which explained more than 0.5% of additive genetic variance, were considered as a significant association. A total of 3, 6, 7, 5, 10, 25, and 12 windows were associated with SC355, SC450, GL, AFC, ACP, HC30, and STAY, respectively. The results revealed genes with important functions for reproductive traits, such as fertility and precocity. Some genes were associated with more than one trait, among them CAMK1D, TASP1, ACOXL, RAB11FIP5, and SFXN5. Moreover, the genes were enriched in functional terms, like negative regulation of fat cell differentiation, fatty acid alpha-oxidation, and sphingolipids signaling pathway. The identification of the genes associated with the traits, as well as genes enriched in the terms and pathway mentioned above, should contribute to future biological validation studies and may be used as candidate genes in Nelore breeding programs.
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spelling Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattlebeef cattleWssGWASreproductioncandidate genesSimple Summary In this study, we investigated the association between single nucleotide polymorphisms (SNPs) and reproductive traits in order to identify candidate genes and biological pathways associated with these traits in Nelore beef cattle. The genome-wide association analysis revealed genomic regions that could explain part of the genetic variance of the studied traits. The results revealed genes with important functions for reproductive traits, such as fertility and precocity. Some genes were associated with more than one trait, being important for reproductive efficiency. The identification of candidate genes that were associated with the studied traits as well as genes enriched in the functional terms and pathways may be useful for exploring the genetic architecture underlying reproductive traits and may be used in Nelore breeding programs. The identification of genomic regions associated with reproductive traits as well as their biological processes allows a better understanding of the phenotypic variability of these traits. This information could be applied to animal breeding programs to accelerate genetic gain. The aim of this study was to evaluate the association between single nucleotide polymorphisms (SNP) with a scrotal circumference at 365 days of age (SC365) and at 450 days of age (SC450), gestation length (GL) as a calf trait, age at first calving (AFC), accumulated productivity (ACP), heifer early calving until 30 months (HC30), and stayability (STAY) traits, in order to identify candidate genes and biological pathways associated with reproductive traits in Nelore cattle. The data set consisted of pedigree, phenotypes, and genotypes of Nelore cattle from the Associacao Nacional de Criadores e Pesquisadores (ANCP). The association analyses were performed using the Weighted Single-Step Genome-Wide Association method; the regions, consisting of 10 consecutive SNP, which explained more than 0.5% of additive genetic variance, were considered as a significant association. A total of 3, 6, 7, 5, 10, 25, and 12 windows were associated with SC355, SC450, GL, AFC, ACP, HC30, and STAY, respectively. The results revealed genes with important functions for reproductive traits, such as fertility and precocity. Some genes were associated with more than one trait, among them CAMK1D, TASP1, ACOXL, RAB11FIP5, and SFXN5. Moreover, the genes were enriched in functional terms, like negative regulation of fat cell differentiation, fatty acid alpha-oxidation, and sphingolipids signaling pathway. The identification of the genes associated with the traits, as well as genes enriched in the terms and pathway mentioned above, should contribute to future biological validation studies and may be used as candidate genes in Nelore breeding programs.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Univ Estadual Paulista, Dept Engn & Ciencias Exatas, BR-14884900 Jaboticabal, SP, BrazilCRIARIS Pecuaria Inteligente, BR-74780712 Goiania, Go, BrazilUniv Fed Santa Catarina, Dept Zootecnia & Desenvolvimento Rural, BR-88034000 Florianopolis, SC, BrazilUniv Estadual Paulista, Dept Zootecnia, BR-14884900 Jaboticabal, SP, BrazilUniv Sao Paulo, Dept Genet, BR-14040030 Ribeirao Preto, SP, BrazilAssoc Nacl Criadores & Pesquisadores ANCP, BR-14020230 Ribeirao Preto, SP, BrazilUniv Estadual Paulista, Dept Engn & Ciencias Exatas, BR-14884900 Jaboticabal, SP, BrazilUniv Estadual Paulista, Dept Zootecnia, BR-14884900 Jaboticabal, SP, BrazilCAPES: 001FAPESP: 2018/19975-5MdpiUniversidade Estadual Paulista (Unesp)CRIARIS Pecuaria InteligenteUniversidade Federal de Santa Catarina (UFSC)Universidade de São Paulo (USP)Assoc Nacl Criadores & Pesquisadores ANCPSbardella, Ana Paula [UNESP]Watanabe, Rafael Nakamura [UNESP]Costa, Rebeka Magalhaes da [UNESP]Bernardes, Priscila ArrigucciBraga, Larissa Graciano [UNESP]Baldi Rey, Fernando Sebastian [UNESP]Lobo, Raysildo BarbosaMunari, Danisio Prado [UNESP]2021-06-25T15:05:51Z2021-06-25T15:05:51Z2021-05-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article14http://dx.doi.org/10.3390/ani11051386Animals. Basel: Mdpi, v. 11, n. 5, 14 p., 2021.2076-2615http://hdl.handle.net/11449/21035610.3390/ani11051386WOS:000653388200001Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengAnimalsinfo:eu-repo/semantics/openAccess2024-06-07T18:42:47Zoai:repositorio.unesp.br:11449/210356Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-06-07T18:42:47Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
title Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
spellingShingle Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
Sbardella, Ana Paula [UNESP]
beef cattle
WssGWAS
reproduction
candidate genes
title_short Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
title_full Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
title_fullStr Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
title_full_unstemmed Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
title_sort Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
author Sbardella, Ana Paula [UNESP]
author_facet Sbardella, Ana Paula [UNESP]
Watanabe, Rafael Nakamura [UNESP]
Costa, Rebeka Magalhaes da [UNESP]
Bernardes, Priscila Arrigucci
Braga, Larissa Graciano [UNESP]
Baldi Rey, Fernando Sebastian [UNESP]
Lobo, Raysildo Barbosa
Munari, Danisio Prado [UNESP]
author_role author
author2 Watanabe, Rafael Nakamura [UNESP]
Costa, Rebeka Magalhaes da [UNESP]
Bernardes, Priscila Arrigucci
Braga, Larissa Graciano [UNESP]
Baldi Rey, Fernando Sebastian [UNESP]
Lobo, Raysildo Barbosa
Munari, Danisio Prado [UNESP]
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
CRIARIS Pecuaria Inteligente
Universidade Federal de Santa Catarina (UFSC)
Universidade de São Paulo (USP)
Assoc Nacl Criadores & Pesquisadores ANCP
dc.contributor.author.fl_str_mv Sbardella, Ana Paula [UNESP]
Watanabe, Rafael Nakamura [UNESP]
Costa, Rebeka Magalhaes da [UNESP]
Bernardes, Priscila Arrigucci
Braga, Larissa Graciano [UNESP]
Baldi Rey, Fernando Sebastian [UNESP]
Lobo, Raysildo Barbosa
Munari, Danisio Prado [UNESP]
dc.subject.por.fl_str_mv beef cattle
WssGWAS
reproduction
candidate genes
topic beef cattle
WssGWAS
reproduction
candidate genes
description Simple Summary In this study, we investigated the association between single nucleotide polymorphisms (SNPs) and reproductive traits in order to identify candidate genes and biological pathways associated with these traits in Nelore beef cattle. The genome-wide association analysis revealed genomic regions that could explain part of the genetic variance of the studied traits. The results revealed genes with important functions for reproductive traits, such as fertility and precocity. Some genes were associated with more than one trait, being important for reproductive efficiency. The identification of candidate genes that were associated with the studied traits as well as genes enriched in the functional terms and pathways may be useful for exploring the genetic architecture underlying reproductive traits and may be used in Nelore breeding programs. The identification of genomic regions associated with reproductive traits as well as their biological processes allows a better understanding of the phenotypic variability of these traits. This information could be applied to animal breeding programs to accelerate genetic gain. The aim of this study was to evaluate the association between single nucleotide polymorphisms (SNP) with a scrotal circumference at 365 days of age (SC365) and at 450 days of age (SC450), gestation length (GL) as a calf trait, age at first calving (AFC), accumulated productivity (ACP), heifer early calving until 30 months (HC30), and stayability (STAY) traits, in order to identify candidate genes and biological pathways associated with reproductive traits in Nelore cattle. The data set consisted of pedigree, phenotypes, and genotypes of Nelore cattle from the Associacao Nacional de Criadores e Pesquisadores (ANCP). The association analyses were performed using the Weighted Single-Step Genome-Wide Association method; the regions, consisting of 10 consecutive SNP, which explained more than 0.5% of additive genetic variance, were considered as a significant association. A total of 3, 6, 7, 5, 10, 25, and 12 windows were associated with SC355, SC450, GL, AFC, ACP, HC30, and STAY, respectively. The results revealed genes with important functions for reproductive traits, such as fertility and precocity. Some genes were associated with more than one trait, among them CAMK1D, TASP1, ACOXL, RAB11FIP5, and SFXN5. Moreover, the genes were enriched in functional terms, like negative regulation of fat cell differentiation, fatty acid alpha-oxidation, and sphingolipids signaling pathway. The identification of the genes associated with the traits, as well as genes enriched in the terms and pathway mentioned above, should contribute to future biological validation studies and may be used as candidate genes in Nelore breeding programs.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-25T15:05:51Z
2021-06-25T15:05:51Z
2021-05-01
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/10.3390/ani11051386
Animals. Basel: Mdpi, v. 11, n. 5, 14 p., 2021.
2076-2615
http://hdl.handle.net/11449/210356
10.3390/ani11051386
WOS:000653388200001
url http://dx.doi.org/10.3390/ani11051386
http://hdl.handle.net/11449/210356
identifier_str_mv Animals. Basel: Mdpi, v. 11, n. 5, 14 p., 2021.
2076-2615
10.3390/ani11051386
WOS:000653388200001
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Animals
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 14
dc.publisher.none.fl_str_mv Mdpi
publisher.none.fl_str_mv Mdpi
dc.source.none.fl_str_mv Web of Science
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 repositoriounesp@unesp.br
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