In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes

The diversity of the human microbiome is positively associated with human health. However, this diversity is endangered by Westernized dietary patterns that are characterized by a decreased nutrient variety. Diversity might potentially be improved by promoting dietary patterns rich in microbial stra...

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Main Authors: Thomas Roder, Daniel Wüthrich, Cornelia Bär, Zahra Sattari, Ueli von Ah, Francesca Ronchi, Andrew J. Macpherson, Stephanie C. Ganal-Vonarburg, Rémy Bruggmann, Guy Vergères
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Microorganisms
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Online Access:https://www.mdpi.com/2076-2607/8/7/966
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spelling doaj-d40ace7cf3474197b1f2042df07305c42020-11-25T03:18:22ZengMDPI AGMicroorganisms2076-26072020-06-01896696610.3390/microorganisms8070966In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human MicrobiomesThomas Roder0Daniel Wüthrich1Cornelia Bär2Zahra Sattari3Ueli von Ah4Francesca Ronchi5Andrew J. Macpherson6Stephanie C. Ganal-Vonarburg7Rémy Bruggmann8Guy Vergères9Interfaculty Bioinformatics Unit, University of Bern, Baltzerstrasse 6, CH-3012 Bern, SwitzerlandInterfaculty Bioinformatics Unit, University of Bern, Baltzerstrasse 6, CH-3012 Bern, SwitzerlandAgroscope, Schwarzenburgstrasse 161, CH-3003 Bern, SwitzerlandAgroscope, Schwarzenburgstrasse 161, CH-3003 Bern, SwitzerlandAgroscope, Schwarzenburgstrasse 161, CH-3003 Bern, SwitzerlandDepartment for Biomedical Research (DBMR), University Clinic for Visceral Surgery and Medicine, Bern University Hospital, University of Bern, Murtenstrasse 35, CH-3008 Bern, SwitzerlandDepartment for Biomedical Research (DBMR), University Clinic for Visceral Surgery and Medicine, Bern University Hospital, University of Bern, Murtenstrasse 35, CH-3008 Bern, SwitzerlandDepartment for Biomedical Research (DBMR), University Clinic for Visceral Surgery and Medicine, Bern University Hospital, University of Bern, Murtenstrasse 35, CH-3008 Bern, SwitzerlandInterfaculty Bioinformatics Unit, University of Bern, Baltzerstrasse 6, CH-3012 Bern, SwitzerlandAgroscope, Schwarzenburgstrasse 161, CH-3003 Bern, SwitzerlandThe diversity of the human microbiome is positively associated with human health. However, this diversity is endangered by Westernized dietary patterns that are characterized by a decreased nutrient variety. Diversity might potentially be improved by promoting dietary patterns rich in microbial strains. Various collections of bacterial cultures resulting from a century of dairy research are readily available worldwide, and could be exploited to contribute towards this end. We have conducted a functional in silico analysis of the metagenome of 24 strains, each representing one of the species in a bacterial culture collection composed of 626 sequenced strains, and compared the pathways potentially covered by this metagenome to the intestinal metagenome of four healthy, although overweight, humans. Remarkably, the pan-genome of the 24 strains covers 89% of the human gut microbiome’s annotated enzymatic reactions. Furthermore, the dairy microbial collection covers biological pathways, such as methylglyoxal degradation, sulfate reduction, g-aminobutyric (GABA) acid degradation and salicylate degradation, which are differently covered among the four subjects and are involved in a range of cardiometabolic, intestinal, and neurological disorders. We conclude that microbial culture collections derived from dairy research have the genomic potential to complement and restore functional redundancy in human microbiomes.https://www.mdpi.com/2076-2607/8/7/966dairy microbiomehuman gut microbiomediversityhealth
collection DOAJ
language English
format Article
sources DOAJ
author Thomas Roder
Daniel Wüthrich
Cornelia Bär
Zahra Sattari
Ueli von Ah
Francesca Ronchi
Andrew J. Macpherson
Stephanie C. Ganal-Vonarburg
Rémy Bruggmann
Guy Vergères
spellingShingle Thomas Roder
Daniel Wüthrich
Cornelia Bär
Zahra Sattari
Ueli von Ah
Francesca Ronchi
Andrew J. Macpherson
Stephanie C. Ganal-Vonarburg
Rémy Bruggmann
Guy Vergères
In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes
Microorganisms
dairy microbiome
human gut microbiome
diversity
health
author_facet Thomas Roder
Daniel Wüthrich
Cornelia Bär
Zahra Sattari
Ueli von Ah
Francesca Ronchi
Andrew J. Macpherson
Stephanie C. Ganal-Vonarburg
Rémy Bruggmann
Guy Vergères
author_sort Thomas Roder
title In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes
title_short In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes
title_full In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes
title_fullStr In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes
title_full_unstemmed In Silico Comparison Shows that the Pan-Genome of a Dairy-Related Bacterial Culture Collection Covers Most Reactions Annotated to Human Microbiomes
title_sort in silico comparison shows that the pan-genome of a dairy-related bacterial culture collection covers most reactions annotated to human microbiomes
publisher MDPI AG
series Microorganisms
issn 2076-2607
publishDate 2020-06-01
description The diversity of the human microbiome is positively associated with human health. However, this diversity is endangered by Westernized dietary patterns that are characterized by a decreased nutrient variety. Diversity might potentially be improved by promoting dietary patterns rich in microbial strains. Various collections of bacterial cultures resulting from a century of dairy research are readily available worldwide, and could be exploited to contribute towards this end. We have conducted a functional in silico analysis of the metagenome of 24 strains, each representing one of the species in a bacterial culture collection composed of 626 sequenced strains, and compared the pathways potentially covered by this metagenome to the intestinal metagenome of four healthy, although overweight, humans. Remarkably, the pan-genome of the 24 strains covers 89% of the human gut microbiome’s annotated enzymatic reactions. Furthermore, the dairy microbial collection covers biological pathways, such as methylglyoxal degradation, sulfate reduction, g-aminobutyric (GABA) acid degradation and salicylate degradation, which are differently covered among the four subjects and are involved in a range of cardiometabolic, intestinal, and neurological disorders. We conclude that microbial culture collections derived from dairy research have the genomic potential to complement and restore functional redundancy in human microbiomes.
topic dairy microbiome
human gut microbiome
diversity
health
url https://www.mdpi.com/2076-2607/8/7/966
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