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Genetic and genomic analyses of testicular hypoplasia in Nellore cattle

Reproductive performance is a key indicator of the long-term sustainability of any livestock production system. Testicular hypoplasia (TH) is a morphological and functional reproductive disorder that affects bulls around the world and consequently causes major economic losses due to reduced fertilit...

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Autores principales: Neves, Haroldo H. R., Vargas, Giovana, Brito, Luiz F., Schenkel, Flavio S., Albuquerque, Lucia G., Carvalheiro, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6345487/
https://www.ncbi.nlm.nih.gov/pubmed/30677076
http://dx.doi.org/10.1371/journal.pone.0211159
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author Neves, Haroldo H. R.
Vargas, Giovana
Brito, Luiz F.
Schenkel, Flavio S.
Albuquerque, Lucia G.
Carvalheiro, Roberto
author_facet Neves, Haroldo H. R.
Vargas, Giovana
Brito, Luiz F.
Schenkel, Flavio S.
Albuquerque, Lucia G.
Carvalheiro, Roberto
author_sort Neves, Haroldo H. R.
collection PubMed
description Reproductive performance is a key indicator of the long-term sustainability of any livestock production system. Testicular hypoplasia (TH) is a morphological and functional reproductive disorder that affects bulls around the world and consequently causes major economic losses due to reduced fertility rates. Despite the improvements in management practices to enhance performance of affected animals, the use of hypoplastic animals for reproduction might contribute to expand the prevalence of this disorder. The aim of this study was to identify genomic regions that are associated with TH in Nellore cattle by performing a genome-wide association study (GWAS) and functional analyses. Phenotypic and pedigree data from 47,563 animals and genotypes (500,689 Single Nucleotide Polymorphism, SNPs) from 265 sires were used in this study. TH was evaluated as a binary trait measured at 18 months of age. The estimated breeding values (EBVs) were calculated by fitting a single-trait threshold animal model using a Bayesian approach. The SNP effects were estimated using the Bayes C method and de-regressed EBVs for TH as the response variable (pseudo-phenotype). The top-15 ranking windows (5-adjacent SNPs) that explained the highest proportion of variance were identified for further functional and biological network analyses. The posterior mean (95% highest posterior density) of the heritability for TH was 0.16 (0.08; 0.23). The most important genomic windows were located on BTA1, BTA3, BTA4, BTA5, BTA9, BTA22, BTA23, and BTA25. These windows explained together 22.69% of the total additive genetic variance for TH. Strong candidate genes associated with metabolism and synthesis of steroids, cell survival, spermatogenesis process and sperm motility were identified, which might play an important role in the expression of TH. Our findings contribute to a better biological understanding of TH and future characterization of causal variants might enable improved genomic prediction of this trait in beef cattle.
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spelling pubmed-63454872019-02-02 Genetic and genomic analyses of testicular hypoplasia in Nellore cattle Neves, Haroldo H. R. Vargas, Giovana Brito, Luiz F. Schenkel, Flavio S. Albuquerque, Lucia G. Carvalheiro, Roberto PLoS One Research Article Reproductive performance is a key indicator of the long-term sustainability of any livestock production system. Testicular hypoplasia (TH) is a morphological and functional reproductive disorder that affects bulls around the world and consequently causes major economic losses due to reduced fertility rates. Despite the improvements in management practices to enhance performance of affected animals, the use of hypoplastic animals for reproduction might contribute to expand the prevalence of this disorder. The aim of this study was to identify genomic regions that are associated with TH in Nellore cattle by performing a genome-wide association study (GWAS) and functional analyses. Phenotypic and pedigree data from 47,563 animals and genotypes (500,689 Single Nucleotide Polymorphism, SNPs) from 265 sires were used in this study. TH was evaluated as a binary trait measured at 18 months of age. The estimated breeding values (EBVs) were calculated by fitting a single-trait threshold animal model using a Bayesian approach. The SNP effects were estimated using the Bayes C method and de-regressed EBVs for TH as the response variable (pseudo-phenotype). The top-15 ranking windows (5-adjacent SNPs) that explained the highest proportion of variance were identified for further functional and biological network analyses. The posterior mean (95% highest posterior density) of the heritability for TH was 0.16 (0.08; 0.23). The most important genomic windows were located on BTA1, BTA3, BTA4, BTA5, BTA9, BTA22, BTA23, and BTA25. These windows explained together 22.69% of the total additive genetic variance for TH. Strong candidate genes associated with metabolism and synthesis of steroids, cell survival, spermatogenesis process and sperm motility were identified, which might play an important role in the expression of TH. Our findings contribute to a better biological understanding of TH and future characterization of causal variants might enable improved genomic prediction of this trait in beef cattle. Public Library of Science 2019-01-24 /pmc/articles/PMC6345487/ /pubmed/30677076 http://dx.doi.org/10.1371/journal.pone.0211159 Text en © 2019 Neves et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Neves, Haroldo H. R.
Vargas, Giovana
Brito, Luiz F.
Schenkel, Flavio S.
Albuquerque, Lucia G.
Carvalheiro, Roberto
Genetic and genomic analyses of testicular hypoplasia in Nellore cattle
title Genetic and genomic analyses of testicular hypoplasia in Nellore cattle
title_full Genetic and genomic analyses of testicular hypoplasia in Nellore cattle
title_fullStr Genetic and genomic analyses of testicular hypoplasia in Nellore cattle
title_full_unstemmed Genetic and genomic analyses of testicular hypoplasia in Nellore cattle
title_short Genetic and genomic analyses of testicular hypoplasia in Nellore cattle
title_sort genetic and genomic analyses of testicular hypoplasia in nellore cattle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6345487/
https://www.ncbi.nlm.nih.gov/pubmed/30677076
http://dx.doi.org/10.1371/journal.pone.0211159
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