Meta-omics uncover temporal regulation of pathways across oral microbiome genera during in vitro sugar metabolism
Dental caries, one of the most globally widespread infectious diseases, is intimately linked to pH dynamics. In supragingival plaque, after the addition of a carbohydrate source, bacterial metabolism decreases the pH which then subsequently recovers. Molecular mechanisms supporting this important ho...
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Published in | The ISME Journal Vol. 9; no. 12; pp. 2605 - 2619 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group UK
01.12.2015
Oxford University Press Nature Publishing Group |
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Abstract | Dental caries, one of the most globally widespread infectious diseases, is intimately linked to pH dynamics. In supragingival plaque, after the addition of a carbohydrate source, bacterial metabolism decreases the pH which then subsequently recovers. Molecular mechanisms supporting this important homeostasis are poorly characterized in part due to the fact that there are hundreds of active species in dental plaque. Only a few mechanisms (for example, lactate fermentation, the arginine deiminase system) have been identified and studied in detail. Here, we conducted what is to our knowledge, the first full transcriptome and metabolome analysis of a diverse oral plaque community by using a functionally and taxonomically robust
in vitro
model system greater than 100 species. Differential gene expression analyses from the complete transcriptome of 14 key community members revealed highly varied regulation of both known and previously unassociated pH-neutralizing pathways as a response to the pH drop. Unique expression and metabolite signatures from 400 detected metabolites were found for each stage along the pH curve suggesting it may be possible to define healthy and diseased states of activity. Importantly, for the maintenance of healthy plaque pH, gene transcription activity of known and previously unrecognized pH-neutralizing pathways was associated with the genera
Lactobacillus
,
Veillonella
and
Streptococcus
during the pH recovery phase. Our
in vitro
study provides a baseline for defining healthy and disease-like states and highlights the power of moving beyond single and dual species applications to capture key players and their orchestrated metabolic activities within a complex human oral microbiome model. |
---|---|
AbstractList | Dental caries, one of the most globally widespread infectious diseases, is intimately linked to pH dynamics. In supragingival plaque, after the addition of a carbohydrate source, bacterial metabolism decreases the pH which then subsequently recovers. Molecular mechanisms supporting this important homeostasis are poorly characterized in part due to the fact that there are hundreds of active species in dental plaque. Only a few mechanisms (for example, lactate fermentation, the arginine deiminase system) have been identified and studied in detail. Here, we conducted what is to our knowledge, the first full transcriptome and metabolome analysis of a diverse oral plaque community by using a functionally and taxonomically robust
in vitro
model system greater than 100 species. Differential gene expression analyses from the complete transcriptome of 14 key community members revealed highly varied regulation of both known and previously unassociated pH-neutralizing pathways as a response to the pH drop. Unique expression and metabolite signatures from 400 detected metabolites were found for each stage along the pH curve suggesting it may be possible to define healthy and diseased states of activity. Importantly, for the maintenance of healthy plaque pH, gene transcription activity of known and previously unrecognized pH-neutralizing pathways was associated with the genera
Lactobacillus
,
Veillonella
and
Streptococcus
during the pH recovery phase. Our
in vitro
study provides a baseline for defining healthy and disease-like states and highlights the power of moving beyond single and dual species applications to capture key players and their orchestrated metabolic activities within a complex human oral microbiome model. Dental caries, one of the most globally widespread infectious diseases, is intimately linked to pH dynamics. In supragingival plaque, after the addition of a carbohydrate source, bacterial metabolism decreases the pH which then subsequently recovers. Molecular mechanisms supporting this important homeostasis are poorly characterized in part due to the fact that there are hundreds of active species in dental plaque. Only a few mechanisms (for example, lactate fermentation, the arginine deiminase system) have been identified and studied in detail. Here, we conducted what is to our knowledge, the first full transcriptome and metabolome analysis of a diverse oral plaque community by using a functionally and taxonomically robust in vitro model system greater than 100 species. Differential gene expression analyses from the complete transcriptome of 14 key community members revealed highly varied regulation of both known and previously unassociated pH-neutralizing pathways as a response to the pH drop. Unique expression and metabolite signatures from 400 detected metabolites were found for each stage along the pH curve suggesting it may be possible to define healthy and diseased states of activity. Importantly, for the maintenance of healthy plaque pH, gene transcription activity of known and previously unrecognized pH-neutralizing pathways was associated with the genera Lactobacillus, Veillonella and Streptococcus during the pH recovery phase. Our in vitro study provides a baseline for defining healthy and disease-like states and highlights the power of moving beyond single and dual species applications to capture key players and their orchestrated metabolic activities within a complex human oral microbiome model. Dental caries, one of the most globally widespread infectious diseases, is intimately linked to pH dynamics. In supragingival plaque, after the addition of a carbohydrate source, bacterial metabolism decreases the pH which then subsequently recovers. Molecular mechanisms supporting this important homeostasis are poorly characterized in part due to the fact that there are hundreds of active species in dental plaque. Only a few mechanisms (for example, lactate fermentation, the arginine deiminase system) have been identified and studied in detail. Here, we conducted what is to our knowledge, the first full transcriptome and metabolome analysis of a diverse oral plaque community by using a functionally and taxonomically robust in vitro model system greater than 100 species. Differential gene expression analyses from the complete transcriptome of 14 key community members revealed highly varied regulation of both known and previously unassociated pH-neutralizing pathways as a response to the pH drop. Unique expression and metabolite signatures from 400 detected metabolites were found for each stage along the pH curve suggesting it may be possible to define healthy and diseased states of activity. Importantly, for the maintenance of healthy plaque pH, gene transcription activity of known and previously unrecognized pH-neutralizing pathways was associated with the genera Lactobacillus, Veillonella and Streptococcus during the pH recovery phase. Our in vitro study provides a baseline for defining healthy and disease-like states and highlights the power of moving beyond single and dual species applications to capture key players and their orchestrated metabolic activities within a complex human oral microbiome model.Dental caries, one of the most globally widespread infectious diseases, is intimately linked to pH dynamics. In supragingival plaque, after the addition of a carbohydrate source, bacterial metabolism decreases the pH which then subsequently recovers. Molecular mechanisms supporting this important homeostasis are poorly characterized in part due to the fact that there are hundreds of active species in dental plaque. Only a few mechanisms (for example, lactate fermentation, the arginine deiminase system) have been identified and studied in detail. Here, we conducted what is to our knowledge, the first full transcriptome and metabolome analysis of a diverse oral plaque community by using a functionally and taxonomically robust in vitro model system greater than 100 species. Differential gene expression analyses from the complete transcriptome of 14 key community members revealed highly varied regulation of both known and previously unassociated pH-neutralizing pathways as a response to the pH drop. Unique expression and metabolite signatures from 400 detected metabolites were found for each stage along the pH curve suggesting it may be possible to define healthy and diseased states of activity. Importantly, for the maintenance of healthy plaque pH, gene transcription activity of known and previously unrecognized pH-neutralizing pathways was associated with the genera Lactobacillus, Veillonella and Streptococcus during the pH recovery phase. Our in vitro study provides a baseline for defining healthy and disease-like states and highlights the power of moving beyond single and dual species applications to capture key players and their orchestrated metabolic activities within a complex human oral microbiome model. |
Author | Hall, Adam P Yooseph, Shibu Edlund, Anna McLean, Jeffrey S Dorrestein, Pieter C Nelson, Karen E Shi, Wenyuan He, Xuesong Yang, Youngik Nguyen, Don D Lux, Renate |
Author_xml | – sequence: 1 givenname: Anna surname: Edlund fullname: Edlund, Anna organization: Microbial and Environmental Genomics, J. Craig Venter Institute, School of Dentistry, University of California Los Angeles – sequence: 2 givenname: Youngik surname: Yang fullname: Yang, Youngik organization: Microbial and Environmental Genomics, J. Craig Venter Institute – sequence: 3 givenname: Shibu surname: Yooseph fullname: Yooseph, Shibu organization: Microbial and Environmental Genomics, J. Craig Venter Institute – sequence: 4 givenname: Adam P surname: Hall fullname: Hall, Adam P organization: Microbial and Environmental Genomics, J. Craig Venter Institute – sequence: 5 givenname: Don D surname: Nguyen fullname: Nguyen, Don D organization: Departments of Chemistry and Biochemistry, Pharmacology, and Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California San Diego – sequence: 6 givenname: Pieter C surname: Dorrestein fullname: Dorrestein, Pieter C organization: Departments of Chemistry and Biochemistry, Pharmacology, and Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California San Diego – sequence: 7 givenname: Karen E surname: Nelson fullname: Nelson, Karen E organization: Microbial and Environmental Genomics, J. Craig Venter Institute, Department of Human Genomic Medicine, J. Craig Venter Institute – sequence: 8 givenname: Xuesong surname: He fullname: He, Xuesong organization: School of Dentistry, University of California Los Angeles – sequence: 9 givenname: Renate surname: Lux fullname: Lux, Renate organization: School of Dentistry, University of California Los Angeles – sequence: 10 givenname: Wenyuan surname: Shi fullname: Shi, Wenyuan organization: School of Dentistry, University of California Los Angeles – sequence: 11 givenname: Jeffrey S orcidid: 0000-0001-9934-5137 surname: McLean fullname: McLean, Jeffrey S email: jsmclean@uw.edu organization: Microbial and Environmental Genomics, J. Craig Venter Institute, Department of Periodontics, University of Washington |
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Copyright | The Author(s) 2015 Copyright Nature Publishing Group Dec 2015 Copyright © 2015 International Society for Microbial Ecology 2015 International Society for Microbial Ecology |
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