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Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration
Although there are many studies on the importance of fatty acids (FA) in our diet and on the influence of dairy diets on FA metabolism, only a few investigate their predictive capacity to discriminate the type, amount and conservation method of farm forages. This research quantifies differences in m...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8636629/ https://www.ncbi.nlm.nih.gov/pubmed/34853357 http://dx.doi.org/10.1038/s41598-021-02600-9 |
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author | Riuzzi, Giorgia Davis, Hannah Lanza, Ilaria Butler, Gillian Contiero, Barbara Gottardo, Flaviana Segato, Severino |
author_facet | Riuzzi, Giorgia Davis, Hannah Lanza, Ilaria Butler, Gillian Contiero, Barbara Gottardo, Flaviana Segato, Severino |
author_sort | Riuzzi, Giorgia |
collection | PubMed |
description | Although there are many studies on the importance of fatty acids (FA) in our diet and on the influence of dairy diets on FA metabolism, only a few investigate their predictive capacity to discriminate the type, amount and conservation method of farm forages. This research quantifies differences in milk FA concentrations and, using a supervised factorial discriminant analysis, assesses potential biomarkers when replacing maize with other silages, grass/lucerne hays or fresh grass. The statistical modelling identified three main clusters of milk FA profiles associated with silages, hays and fresh grass as dominant roughages. The main implication of a dairy cow feeding system based on poliphytic forages from permanent meadows is enhancing milk’s nutritional quality due to an increase in beneficial omega-3 polyunsaturated FA, conjugated linoleic acids and odd chain FA, compared to feeding maize silage. The study also identified a small but powerful and reliable pool of milk FA that can act as biomarkers to authenticate feeding systems: C16:1 c-9, C17:0, C18:0, C18:3 c-9, c-12, c-15, C18:1 c-9, C18:1 t-11 and C20:0. |
format | Online Article Text |
id | pubmed-8636629 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86366292021-12-03 Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration Riuzzi, Giorgia Davis, Hannah Lanza, Ilaria Butler, Gillian Contiero, Barbara Gottardo, Flaviana Segato, Severino Sci Rep Article Although there are many studies on the importance of fatty acids (FA) in our diet and on the influence of dairy diets on FA metabolism, only a few investigate their predictive capacity to discriminate the type, amount and conservation method of farm forages. This research quantifies differences in milk FA concentrations and, using a supervised factorial discriminant analysis, assesses potential biomarkers when replacing maize with other silages, grass/lucerne hays or fresh grass. The statistical modelling identified three main clusters of milk FA profiles associated with silages, hays and fresh grass as dominant roughages. The main implication of a dairy cow feeding system based on poliphytic forages from permanent meadows is enhancing milk’s nutritional quality due to an increase in beneficial omega-3 polyunsaturated FA, conjugated linoleic acids and odd chain FA, compared to feeding maize silage. The study also identified a small but powerful and reliable pool of milk FA that can act as biomarkers to authenticate feeding systems: C16:1 c-9, C17:0, C18:0, C18:3 c-9, c-12, c-15, C18:1 c-9, C18:1 t-11 and C20:0. Nature Publishing Group UK 2021-12-01 /pmc/articles/PMC8636629/ /pubmed/34853357 http://dx.doi.org/10.1038/s41598-021-02600-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Riuzzi, Giorgia Davis, Hannah Lanza, Ilaria Butler, Gillian Contiero, Barbara Gottardo, Flaviana Segato, Severino Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
title | Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
title_full | Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
title_fullStr | Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
title_full_unstemmed | Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
title_short | Multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
title_sort | multivariate modelling of milk fatty acid profile to discriminate the forages in dairy cows’ ration |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8636629/ https://www.ncbi.nlm.nih.gov/pubmed/34853357 http://dx.doi.org/10.1038/s41598-021-02600-9 |
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