Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle
Main Author: | |
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Publication Date: | 2021 |
Other Authors: | , , , , , , |
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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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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1834484463053045760 |