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Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota

A previous study identified differences in rind aspects between Cantal-type cheeses manufactured from the same skimmed milk, supplemented with cream derived either from pasture-raised cows (P) or from cows fed with maize silage (M). Using an integrated analysis of multiomic data, the present study a...

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Autores principales: Frétin, Marie, Gérard, Amaury, Ferlay, Anne, Martin, Bruno, Buchin, Solange, Theil, Sébastien, Rifa, Etienne, Loux, Valentin, Rué, Olivier, Chassard, Christophe, Delbès, Céline
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879305/
https://www.ncbi.nlm.nih.gov/pubmed/35208788
http://dx.doi.org/10.3390/microorganisms10020334
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author Frétin, Marie
Gérard, Amaury
Ferlay, Anne
Martin, Bruno
Buchin, Solange
Theil, Sébastien
Rifa, Etienne
Loux, Valentin
Rué, Olivier
Chassard, Christophe
Delbès, Céline
author_facet Frétin, Marie
Gérard, Amaury
Ferlay, Anne
Martin, Bruno
Buchin, Solange
Theil, Sébastien
Rifa, Etienne
Loux, Valentin
Rué, Olivier
Chassard, Christophe
Delbès, Céline
author_sort Frétin, Marie
collection PubMed
description A previous study identified differences in rind aspects between Cantal-type cheeses manufactured from the same skimmed milk, supplemented with cream derived either from pasture-raised cows (P) or from cows fed with maize silage (M). Using an integrated analysis of multiomic data, the present study aimed at investigating potential correlations between cream origin and metagenomic, lipidomic and volatolomic profiles of these Cantal cheeses. Fungal and bacterial communities of cheese cores and rinds were characterized using DNA metabarcoding at different ripening times. Lipidome and volatolome were obtained from the previous study at the end of ripening. Rind microbial communities, especially fungal communities, were influenced by cream origin. Among bacteria, Brachybacterium were more abundant in P-derived cheeses than in M-derived cheeses after 90 and 150 days of ripening. Sporendonema casei, a yeast added as a ripening starter during Cantal manufacture, which contributes to rind typical aspect, had a lower relative abundance in P-derived cheeses after 150 days of ripening. Relative abundance of this fungus was highly negatively correlated with concentrations of C18 polyunsaturated fatty acids and to concentrations of particular volatile organic compounds, including 1-pentanol and 3-methyl-2-pentanol. Overall, these results evidenced original interactions between milk fat composition and the development of fungal communities in cheeses.
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spelling pubmed-88793052022-02-26 Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota Frétin, Marie Gérard, Amaury Ferlay, Anne Martin, Bruno Buchin, Solange Theil, Sébastien Rifa, Etienne Loux, Valentin Rué, Olivier Chassard, Christophe Delbès, Céline Microorganisms Article A previous study identified differences in rind aspects between Cantal-type cheeses manufactured from the same skimmed milk, supplemented with cream derived either from pasture-raised cows (P) or from cows fed with maize silage (M). Using an integrated analysis of multiomic data, the present study aimed at investigating potential correlations between cream origin and metagenomic, lipidomic and volatolomic profiles of these Cantal cheeses. Fungal and bacterial communities of cheese cores and rinds were characterized using DNA metabarcoding at different ripening times. Lipidome and volatolome were obtained from the previous study at the end of ripening. Rind microbial communities, especially fungal communities, were influenced by cream origin. Among bacteria, Brachybacterium were more abundant in P-derived cheeses than in M-derived cheeses after 90 and 150 days of ripening. Sporendonema casei, a yeast added as a ripening starter during Cantal manufacture, which contributes to rind typical aspect, had a lower relative abundance in P-derived cheeses after 150 days of ripening. Relative abundance of this fungus was highly negatively correlated with concentrations of C18 polyunsaturated fatty acids and to concentrations of particular volatile organic compounds, including 1-pentanol and 3-methyl-2-pentanol. Overall, these results evidenced original interactions between milk fat composition and the development of fungal communities in cheeses. MDPI 2022-02-01 /pmc/articles/PMC8879305/ /pubmed/35208788 http://dx.doi.org/10.3390/microorganisms10020334 Text en © 2022 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
Frétin, Marie
Gérard, Amaury
Ferlay, Anne
Martin, Bruno
Buchin, Solange
Theil, Sébastien
Rifa, Etienne
Loux, Valentin
Rué, Olivier
Chassard, Christophe
Delbès, Céline
Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota
title Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota
title_full Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota
title_fullStr Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota
title_full_unstemmed Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota
title_short Integration of Multiomic Data to Characterize the Influence of Milk Fat Composition on Cantal-Type Cheese Microbiota
title_sort integration of multiomic data to characterize the influence of milk fat composition on cantal-type cheese microbiota
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879305/
https://www.ncbi.nlm.nih.gov/pubmed/35208788
http://dx.doi.org/10.3390/microorganisms10020334
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