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The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids

The purpose of this study was to examine the effects of two different feeding systems, a control or a flaxseed and lupin diet (experimental), for a sheep flock, on the microbiota and metabolome of Kefalograviera cheese samples produced by their milk. In particular, the microbiota present in Kefalogr...

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Autores principales: Tzora, Athina, Nelli, Aikaterini, Kritikou, Anastasia S., Katsarou, Danai, Giannenas, Ilias, Lagkouvardos, Ilias, Thomaidis, Nikolaos S., Skoufos, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601511/
https://www.ncbi.nlm.nih.gov/pubmed/37430914
http://dx.doi.org/10.3390/foods11203164
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author Tzora, Athina
Nelli, Aikaterini
Kritikou, Anastasia S.
Katsarou, Danai
Giannenas, Ilias
Lagkouvardos, Ilias
Thomaidis, Nikolaos S.
Skoufos, Ioannis
author_facet Tzora, Athina
Nelli, Aikaterini
Kritikou, Anastasia S.
Katsarou, Danai
Giannenas, Ilias
Lagkouvardos, Ilias
Thomaidis, Nikolaos S.
Skoufos, Ioannis
author_sort Tzora, Athina
collection PubMed
description The purpose of this study was to examine the effects of two different feeding systems, a control or a flaxseed and lupin diet (experimental), for a sheep flock, on the microbiota and metabolome of Kefalograviera cheese samples produced by their milk. In particular, the microbiota present in Kefalograviera cheese samples was analyzed using 16S rRNA gene sequencing, while ultra-high performance liquid chromatography coupled to quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) was applied to investigate the chemical profile of the cheeses, considering the different feeding systems applied. The metagenomic profile was found to be altered by the experimental feeding system and significantly correlated to specific cheese metabolites, with Streptococcaceae and Lactobacillaceae establishing positive and negative correlations with the discriminant metabolites. Overall, more than 120 features were annotated and identified with high confidence level across the samples while most of them belonged to specific chemical classes. Characteristic analytes detected in different concentrations in the experimental cheese samples including arabinose, dulcitol, hypoxanthine, itaconic acid, L-arginine, L-glutamine and succinic acid. Therefore, taken together, our results provide an extensive foodomics approach for Kefalograviera cheese samples from different feeding regimes, investigating the metabolomic and metagenomic biomarkers that could be used to foresee, improve, and control cheese ripening outcomes, demonstrating the quality of the experimental Kefalograviera cheese.
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spelling pubmed-96015112022-10-27 The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids Tzora, Athina Nelli, Aikaterini Kritikou, Anastasia S. Katsarou, Danai Giannenas, Ilias Lagkouvardos, Ilias Thomaidis, Nikolaos S. Skoufos, Ioannis Foods Article The purpose of this study was to examine the effects of two different feeding systems, a control or a flaxseed and lupin diet (experimental), for a sheep flock, on the microbiota and metabolome of Kefalograviera cheese samples produced by their milk. In particular, the microbiota present in Kefalograviera cheese samples was analyzed using 16S rRNA gene sequencing, while ultra-high performance liquid chromatography coupled to quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) was applied to investigate the chemical profile of the cheeses, considering the different feeding systems applied. The metagenomic profile was found to be altered by the experimental feeding system and significantly correlated to specific cheese metabolites, with Streptococcaceae and Lactobacillaceae establishing positive and negative correlations with the discriminant metabolites. Overall, more than 120 features were annotated and identified with high confidence level across the samples while most of them belonged to specific chemical classes. Characteristic analytes detected in different concentrations in the experimental cheese samples including arabinose, dulcitol, hypoxanthine, itaconic acid, L-arginine, L-glutamine and succinic acid. Therefore, taken together, our results provide an extensive foodomics approach for Kefalograviera cheese samples from different feeding regimes, investigating the metabolomic and metagenomic biomarkers that could be used to foresee, improve, and control cheese ripening outcomes, demonstrating the quality of the experimental Kefalograviera cheese. MDPI 2022-10-11 /pmc/articles/PMC9601511/ /pubmed/37430914 http://dx.doi.org/10.3390/foods11203164 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
Tzora, Athina
Nelli, Aikaterini
Kritikou, Anastasia S.
Katsarou, Danai
Giannenas, Ilias
Lagkouvardos, Ilias
Thomaidis, Nikolaos S.
Skoufos, Ioannis
The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids
title The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids
title_full The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids
title_fullStr The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids
title_full_unstemmed The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids
title_short The “Crosstalk” between Microbiota and Metabolomic Profile of Kefalograviera Cheese after the Innovative Feeding Strategy of Dairy Sheep by Omega-3 Fatty Acids
title_sort “crosstalk” between microbiota and metabolomic profile of kefalograviera cheese after the innovative feeding strategy of dairy sheep by omega-3 fatty acids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601511/
https://www.ncbi.nlm.nih.gov/pubmed/37430914
http://dx.doi.org/10.3390/foods11203164
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