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Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet
The factors that influence the diversity and composition of raw milk and fecal microbiota in healthy commercial dairy herds are not fully understood, partially because the majority of metataxonomic studies involve experimental farms and/or single factors. We analyzed the raw milk and fecal microbiot...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7410245/ https://www.ncbi.nlm.nih.gov/pubmed/32760129 http://dx.doi.org/10.1371/journal.pone.0237262 |
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author | Albonico, Francesca Barelli, Claudia Albanese, Davide Manica, Mattia Partel, Erika Rosso, Fausta Ripellino, Silvia Pindo, Massimo Donati, Claudio Zecconi, Alfonso Mortarino, Michele Hauffe, Heidi C. |
author_facet | Albonico, Francesca Barelli, Claudia Albanese, Davide Manica, Mattia Partel, Erika Rosso, Fausta Ripellino, Silvia Pindo, Massimo Donati, Claudio Zecconi, Alfonso Mortarino, Michele Hauffe, Heidi C. |
author_sort | Albonico, Francesca |
collection | PubMed |
description | The factors that influence the diversity and composition of raw milk and fecal microbiota in healthy commercial dairy herds are not fully understood, partially because the majority of metataxonomic studies involve experimental farms and/or single factors. We analyzed the raw milk and fecal microbiota of 100 healthy cows from 10 commercial alpine farms from the Province of Trento, Italy, using metataxonomics and applied statistical modelling to investigate which extrinsic and intrinsic parameters (e.g. herd, diet and milk characteristics) correlated with microbiota richness and composition in these relatively small traditional farms. We confirmed that Firmicutes, Ruminococcaceae and Lachnospiraceae families dominated the fecal and milk samples of these dairy cows, but in addition, we found an association between the number of observed OTUs and Shannon entropy on each farm that indicates higher microbiota richness is associated with increased microbiota stability. Modelling showed that herd was the most significant factor affecting the variation in both milk and fecal microbiota composition. Furthermore, the most important predictors explaining the variation of microbiota richness were milk characteristics (i.e. percentage fat) and diet for milk and fecal samples, respectively. We discuss how high intra-herd variation could affect the development of treatments based on microbiota manipulation. |
format | Online Article Text |
id | pubmed-7410245 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74102452020-08-13 Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet Albonico, Francesca Barelli, Claudia Albanese, Davide Manica, Mattia Partel, Erika Rosso, Fausta Ripellino, Silvia Pindo, Massimo Donati, Claudio Zecconi, Alfonso Mortarino, Michele Hauffe, Heidi C. PLoS One Research Article The factors that influence the diversity and composition of raw milk and fecal microbiota in healthy commercial dairy herds are not fully understood, partially because the majority of metataxonomic studies involve experimental farms and/or single factors. We analyzed the raw milk and fecal microbiota of 100 healthy cows from 10 commercial alpine farms from the Province of Trento, Italy, using metataxonomics and applied statistical modelling to investigate which extrinsic and intrinsic parameters (e.g. herd, diet and milk characteristics) correlated with microbiota richness and composition in these relatively small traditional farms. We confirmed that Firmicutes, Ruminococcaceae and Lachnospiraceae families dominated the fecal and milk samples of these dairy cows, but in addition, we found an association between the number of observed OTUs and Shannon entropy on each farm that indicates higher microbiota richness is associated with increased microbiota stability. Modelling showed that herd was the most significant factor affecting the variation in both milk and fecal microbiota composition. Furthermore, the most important predictors explaining the variation of microbiota richness were milk characteristics (i.e. percentage fat) and diet for milk and fecal samples, respectively. We discuss how high intra-herd variation could affect the development of treatments based on microbiota manipulation. Public Library of Science 2020-08-06 /pmc/articles/PMC7410245/ /pubmed/32760129 http://dx.doi.org/10.1371/journal.pone.0237262 Text en © 2020 Albonico 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 Albonico, Francesca Barelli, Claudia Albanese, Davide Manica, Mattia Partel, Erika Rosso, Fausta Ripellino, Silvia Pindo, Massimo Donati, Claudio Zecconi, Alfonso Mortarino, Michele Hauffe, Heidi C. Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet |
title | Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet |
title_full | Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet |
title_fullStr | Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet |
title_full_unstemmed | Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet |
title_short | Raw milk and fecal microbiota of commercial Alpine dairy cows varies with herd, fat content and diet |
title_sort | raw milk and fecal microbiota of commercial alpine dairy cows varies with herd, fat content and diet |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7410245/ https://www.ncbi.nlm.nih.gov/pubmed/32760129 http://dx.doi.org/10.1371/journal.pone.0237262 |
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