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Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers
Infertility remains the most prevalent reason for cattle being removed from production environments. We utilized metabolomic profiling to identify metabolites in the blood plasma that may be useful in identifying infertile heifers at the time of artificial insemination (AI). Prior to AI, phenotypic...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6123494/ https://www.ncbi.nlm.nih.gov/pubmed/30181662 http://dx.doi.org/10.1038/s41598-018-31605-0 |
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author | Phillips, Kaitlyn M. Read, Casey C. Kriese-Anderson, Lisa A. Rodning, Soren P. Brandebourg, Terry D. Biase, Fernando H. Marks, M. Landon Elmore, Joshua B. Stanford, M. Kent Dyce, Paul W. |
author_facet | Phillips, Kaitlyn M. Read, Casey C. Kriese-Anderson, Lisa A. Rodning, Soren P. Brandebourg, Terry D. Biase, Fernando H. Marks, M. Landon Elmore, Joshua B. Stanford, M. Kent Dyce, Paul W. |
author_sort | Phillips, Kaitlyn M. |
collection | PubMed |
description | Infertility remains the most prevalent reason for cattle being removed from production environments. We utilized metabolomic profiling to identify metabolites in the blood plasma that may be useful in identifying infertile heifers at the time of artificial insemination (AI). Prior to AI, phenotypic parameters including body condition, weight, and reproductive organ measurements were collected. These were determined not effective at differentiating between fertile and infertile heifers. Analysis of the resulting metabolomic profiles revealed 15 metabolites at significantly different levels (T-test P ≤ 0.05), with seven metabolites having a greater than 2-fold difference (T-test P ≤ 0.05, fold change ≥2, ROC-AUC ≥ 0.80) between infertile and fertile heifers. We further characterized the utility of using the levels of these metabolites in the blood plasma to discriminate between fertile and infertile heifers. Finally, we investigated the potential role inflammation may play by comparing the expression of inflammatory cytokines in the white blood cells of infertile heifers to that of fertile heifers. We found significantly higher expression in infertile heifers of the proinflammatory markers tumor necrosis factor alpha (TNFα), interleukin 6 (IL6), and the C-X-C motif chemokine 5 (CXCL5). Our work offers potentially valuable information regarding the diagnosis of fertility problems in heifers undergoing AI. |
format | Online Article Text |
id | pubmed-6123494 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61234942018-09-10 Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers Phillips, Kaitlyn M. Read, Casey C. Kriese-Anderson, Lisa A. Rodning, Soren P. Brandebourg, Terry D. Biase, Fernando H. Marks, M. Landon Elmore, Joshua B. Stanford, M. Kent Dyce, Paul W. Sci Rep Article Infertility remains the most prevalent reason for cattle being removed from production environments. We utilized metabolomic profiling to identify metabolites in the blood plasma that may be useful in identifying infertile heifers at the time of artificial insemination (AI). Prior to AI, phenotypic parameters including body condition, weight, and reproductive organ measurements were collected. These were determined not effective at differentiating between fertile and infertile heifers. Analysis of the resulting metabolomic profiles revealed 15 metabolites at significantly different levels (T-test P ≤ 0.05), with seven metabolites having a greater than 2-fold difference (T-test P ≤ 0.05, fold change ≥2, ROC-AUC ≥ 0.80) between infertile and fertile heifers. We further characterized the utility of using the levels of these metabolites in the blood plasma to discriminate between fertile and infertile heifers. Finally, we investigated the potential role inflammation may play by comparing the expression of inflammatory cytokines in the white blood cells of infertile heifers to that of fertile heifers. We found significantly higher expression in infertile heifers of the proinflammatory markers tumor necrosis factor alpha (TNFα), interleukin 6 (IL6), and the C-X-C motif chemokine 5 (CXCL5). Our work offers potentially valuable information regarding the diagnosis of fertility problems in heifers undergoing AI. Nature Publishing Group UK 2018-09-04 /pmc/articles/PMC6123494/ /pubmed/30181662 http://dx.doi.org/10.1038/s41598-018-31605-0 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Phillips, Kaitlyn M. Read, Casey C. Kriese-Anderson, Lisa A. Rodning, Soren P. Brandebourg, Terry D. Biase, Fernando H. Marks, M. Landon Elmore, Joshua B. Stanford, M. Kent Dyce, Paul W. Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers |
title | Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers |
title_full | Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers |
title_fullStr | Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers |
title_full_unstemmed | Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers |
title_short | Plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in Bos taurus beef heifers |
title_sort | plasma metabolomic profiles differ at the time of artificial insemination based on pregnancy outcome, in bos taurus beef heifers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6123494/ https://www.ncbi.nlm.nih.gov/pubmed/30181662 http://dx.doi.org/10.1038/s41598-018-31605-0 |
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