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

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...

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Autores principales: Sbardella, Ana Paula, Watanabe, Rafael Nakamura, da Costa, Rebeka Magalhães, Bernardes, Priscila Arrigucci, Braga, Larissa Graciano, Baldi Rey, Fernando Sebastián, Lôbo, Raysildo Barbosa, Munari, Danísio Prado
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152989/
https://www.ncbi.nlm.nih.gov/pubmed/34068162
http://dx.doi.org/10.3390/ani11051386
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author Sbardella, Ana Paula
Watanabe, Rafael Nakamura
da Costa, Rebeka Magalhães
Bernardes, Priscila Arrigucci
Braga, Larissa Graciano
Baldi Rey, Fernando Sebastián
Lôbo, Raysildo Barbosa
Munari, Danísio Prado
author_facet Sbardella, Ana Paula
Watanabe, Rafael Nakamura
da Costa, Rebeka Magalhães
Bernardes, Priscila Arrigucci
Braga, Larissa Graciano
Baldi Rey, Fernando Sebastián
Lôbo, Raysildo Barbosa
Munari, Danísio Prado
author_sort Sbardella, Ana Paula
collection PubMed
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. ABSTRACT: 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 “Associação 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 pubmed-81529892021-05-27 Genome-Wide Association Study Provides Insights into Important Genes for Reproductive Traits in Nelore Cattle Sbardella, Ana Paula Watanabe, Rafael Nakamura da Costa, Rebeka Magalhães Bernardes, Priscila Arrigucci Braga, Larissa Graciano Baldi Rey, Fernando Sebastián Lôbo, Raysildo Barbosa Munari, Danísio Prado Animals (Basel) Article 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. ABSTRACT: 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 “Associação 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. MDPI 2021-05-13 /pmc/articles/PMC8152989/ /pubmed/34068162 http://dx.doi.org/10.3390/ani11051386 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sbardella, Ana Paula
Watanabe, Rafael Nakamura
da Costa, Rebeka Magalhães
Bernardes, Priscila Arrigucci
Braga, Larissa Graciano
Baldi Rey, Fernando Sebastián
Lôbo, Raysildo Barbosa
Munari, Danísio Prado
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
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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152989/
https://www.ncbi.nlm.nih.gov/pubmed/34068162
http://dx.doi.org/10.3390/ani11051386
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