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Metabolomic markers of fertility in bull seminal plasma
Metabolites play essential roles in biological systems, but detailed identities and significance of the seminal plasma metabolome related to bull fertility are still unknown. The objectives of this study were to determine the comprehensive metabolome of seminal plasma from Holstein bulls and to asce...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5892889/ https://www.ncbi.nlm.nih.gov/pubmed/29634739 http://dx.doi.org/10.1371/journal.pone.0195279 |
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author | Velho, Ana Luiza Cazaux Menezes, Erika Dinh, Thu Kaya, Abdullah Topper, Einko Moura, Arlindo Alencar Memili, Erdogan |
author_facet | Velho, Ana Luiza Cazaux Menezes, Erika Dinh, Thu Kaya, Abdullah Topper, Einko Moura, Arlindo Alencar Memili, Erdogan |
author_sort | Velho, Ana Luiza Cazaux |
collection | PubMed |
description | Metabolites play essential roles in biological systems, but detailed identities and significance of the seminal plasma metabolome related to bull fertility are still unknown. The objectives of this study were to determine the comprehensive metabolome of seminal plasma from Holstein bulls and to ascertain the potential of metabolites as biomarkers of bull fertility. The seminal plasma metabolome from 16 Holstein bulls with two fertility rates were determined by gas chromatography-mass spectrometry (GC-MS). Multivariate and univariate analyses of the data were performed, and the pathways associated with the seminal plasma metabolome were identified using bioinformatics approaches. Sixty-three metabolites were identified in the seminal plasma of all bulls. Fructose was the most abundant metabolite in the seminal fluid, followed for citric acid, lactic acid, urea and phosphoric acid. Androstenedione, 4-ketoglucose, D-xylofuranose, 2-oxoglutaric acid and erythronic acid represented the least predominant metabolites. Partial-Least Squares Discriminant Analysis (PLSDA) revealed a distinct separation between high and low fertility bulls. The metabolites with the greatest Variable Importance in Projection score (VIP > 2) were 2-oxoglutaric acid and fructose. Heat-map analysis, based on VIP score, and univariate analysis indicated that 2-oxoglutaric acid was less (P = 0.02); whereas fructose was greater (P = 0.02) in high fertility than in low fertility bulls. The current study is the first to describe the metabolome of bull seminal plasma using GC-MS and presented metabolites such as 2-oxoglutaric acid and fructose as potential biomarkers of bull fertility. |
format | Online Article Text |
id | pubmed-5892889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58928892018-04-20 Metabolomic markers of fertility in bull seminal plasma Velho, Ana Luiza Cazaux Menezes, Erika Dinh, Thu Kaya, Abdullah Topper, Einko Moura, Arlindo Alencar Memili, Erdogan PLoS One Research Article Metabolites play essential roles in biological systems, but detailed identities and significance of the seminal plasma metabolome related to bull fertility are still unknown. The objectives of this study were to determine the comprehensive metabolome of seminal plasma from Holstein bulls and to ascertain the potential of metabolites as biomarkers of bull fertility. The seminal plasma metabolome from 16 Holstein bulls with two fertility rates were determined by gas chromatography-mass spectrometry (GC-MS). Multivariate and univariate analyses of the data were performed, and the pathways associated with the seminal plasma metabolome were identified using bioinformatics approaches. Sixty-three metabolites were identified in the seminal plasma of all bulls. Fructose was the most abundant metabolite in the seminal fluid, followed for citric acid, lactic acid, urea and phosphoric acid. Androstenedione, 4-ketoglucose, D-xylofuranose, 2-oxoglutaric acid and erythronic acid represented the least predominant metabolites. Partial-Least Squares Discriminant Analysis (PLSDA) revealed a distinct separation between high and low fertility bulls. The metabolites with the greatest Variable Importance in Projection score (VIP > 2) were 2-oxoglutaric acid and fructose. Heat-map analysis, based on VIP score, and univariate analysis indicated that 2-oxoglutaric acid was less (P = 0.02); whereas fructose was greater (P = 0.02) in high fertility than in low fertility bulls. The current study is the first to describe the metabolome of bull seminal plasma using GC-MS and presented metabolites such as 2-oxoglutaric acid and fructose as potential biomarkers of bull fertility. Public Library of Science 2018-04-10 /pmc/articles/PMC5892889/ /pubmed/29634739 http://dx.doi.org/10.1371/journal.pone.0195279 Text en © 2018 Velho 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 Velho, Ana Luiza Cazaux Menezes, Erika Dinh, Thu Kaya, Abdullah Topper, Einko Moura, Arlindo Alencar Memili, Erdogan Metabolomic markers of fertility in bull seminal plasma |
title | Metabolomic markers of fertility in bull seminal plasma |
title_full | Metabolomic markers of fertility in bull seminal plasma |
title_fullStr | Metabolomic markers of fertility in bull seminal plasma |
title_full_unstemmed | Metabolomic markers of fertility in bull seminal plasma |
title_short | Metabolomic markers of fertility in bull seminal plasma |
title_sort | metabolomic markers of fertility in bull seminal plasma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5892889/ https://www.ncbi.nlm.nih.gov/pubmed/29634739 http://dx.doi.org/10.1371/journal.pone.0195279 |
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