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Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids
SIMPLE SUMMARY: Negative energy balance experienced by dairy cows postpartum can cause problems to the animal and financial loss to the farmer. Therefore, a wide array of invasive and non-invasive methods for assessing the energy status of dairy cows have been developed. The present study compares t...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376739/ https://www.ncbi.nlm.nih.gov/pubmed/37508147 http://dx.doi.org/10.3390/ani13142370 |
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author | Ariko, Tiia Kaart, Tanel Ling, Katri Henno, Merike Jaakson, Hanno Ots, Meelis |
author_facet | Ariko, Tiia Kaart, Tanel Ling, Katri Henno, Merike Jaakson, Hanno Ots, Meelis |
author_sort | Ariko, Tiia |
collection | PubMed |
description | SIMPLE SUMMARY: Negative energy balance experienced by dairy cows postpartum can cause problems to the animal and financial loss to the farmer. Therefore, a wide array of invasive and non-invasive methods for assessing the energy status of dairy cows have been developed. The present study compares the predictive ability of milk fatty acids and traditional indirect markers and suggests that milk fatty acid composition may be the potential sole predictor of the energy status in dairy cows. ABSTRACT: Postpartum negative energy balance (NEB) is detrimental to cows and decreases profitability in dairy farming. The two origins of milk fatty acids (FA), de novo synthesized in the mammary gland and plasma lipids initially originating from feed, rumen microbes and the animal’s adipose tissue, make milk FA candidates as possible NEB biomarkers. The aim of this study was to assess the possibility to predict EB in cows in the first 150 days of lactation with BCS, milk traits and selected individual milk FA and the ratios of blood-derived and de novo synthesized FA. The daily EB of Estonian Holstein cows (N = 30) was calculated based on body weights and BCS values. Milk FA were analyzed with gas chromatography. The variance partitioning analysis revealed that milk production traits, BCS at calving, FA ratios and days in milk accounted for 67.1% of the EB variance. Random forest analysis indicated the highest impact of the ratios C18:1cis9/C12:0+C14:0, C18:1cis9+C18:0/C12:0+C14:0, C18:1cis9/C14:0, C18:1cis9+C18:0/C14:0, C18:1cis9/sum C5:0 to C14:0, C18:1cis9+C18:0/sum C5:0 to C14:0 or C18:1cis9/C15:0. FA and their ratios alone explained 63.6% of the EB variance, indicating the possibility to use milk FA and their ratios as sole predictors for the energy status in dairy cows. |
format | Online Article Text |
id | pubmed-10376739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103767392023-07-29 Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids Ariko, Tiia Kaart, Tanel Ling, Katri Henno, Merike Jaakson, Hanno Ots, Meelis Animals (Basel) Article SIMPLE SUMMARY: Negative energy balance experienced by dairy cows postpartum can cause problems to the animal and financial loss to the farmer. Therefore, a wide array of invasive and non-invasive methods for assessing the energy status of dairy cows have been developed. The present study compares the predictive ability of milk fatty acids and traditional indirect markers and suggests that milk fatty acid composition may be the potential sole predictor of the energy status in dairy cows. ABSTRACT: Postpartum negative energy balance (NEB) is detrimental to cows and decreases profitability in dairy farming. The two origins of milk fatty acids (FA), de novo synthesized in the mammary gland and plasma lipids initially originating from feed, rumen microbes and the animal’s adipose tissue, make milk FA candidates as possible NEB biomarkers. The aim of this study was to assess the possibility to predict EB in cows in the first 150 days of lactation with BCS, milk traits and selected individual milk FA and the ratios of blood-derived and de novo synthesized FA. The daily EB of Estonian Holstein cows (N = 30) was calculated based on body weights and BCS values. Milk FA were analyzed with gas chromatography. The variance partitioning analysis revealed that milk production traits, BCS at calving, FA ratios and days in milk accounted for 67.1% of the EB variance. Random forest analysis indicated the highest impact of the ratios C18:1cis9/C12:0+C14:0, C18:1cis9+C18:0/C12:0+C14:0, C18:1cis9/C14:0, C18:1cis9+C18:0/C14:0, C18:1cis9/sum C5:0 to C14:0, C18:1cis9+C18:0/sum C5:0 to C14:0 or C18:1cis9/C15:0. FA and their ratios alone explained 63.6% of the EB variance, indicating the possibility to use milk FA and their ratios as sole predictors for the energy status in dairy cows. MDPI 2023-07-20 /pmc/articles/PMC10376739/ /pubmed/37508147 http://dx.doi.org/10.3390/ani13142370 Text en © 2023 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 Ariko, Tiia Kaart, Tanel Ling, Katri Henno, Merike Jaakson, Hanno Ots, Meelis Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids |
title | Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids |
title_full | Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids |
title_fullStr | Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids |
title_full_unstemmed | Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids |
title_short | Possibility to Estimate Same Day Energy Status of Dairy Cows during First Half of Lactation by Non-Invasive Markers with Emphasis to Milk Fatty Acids |
title_sort | possibility to estimate same day energy status of dairy cows during first half of lactation by non-invasive markers with emphasis to milk fatty acids |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376739/ https://www.ncbi.nlm.nih.gov/pubmed/37508147 http://dx.doi.org/10.3390/ani13142370 |
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