Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries
The taxonomic composition of the salivary microbiota has been reported to differentiate between oral health and disease. However, information on bacterial activity and gene expression of the salivary microbiota is limited. The purpose of this study was to perform metagenomic and metatranscriptomic c...
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sg-ntu-dr.10356-866462020-09-21T11:35:32Z Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries Drautz-Moses, Daniela Isabel Schuster, Stephan Christoph Belstrøm, Daniel Constancias, Florentin Liu, Yang Yang, Liang Kohli, Gurjeet Singh Jakobsen, Tim Holm Holmstrup, Palle Givskov, Michael Singapore Centre for Environmental Life Sciences Engineering Metagenomic Metatranscriptomics The taxonomic composition of the salivary microbiota has been reported to differentiate between oral health and disease. However, information on bacterial activity and gene expression of the salivary microbiota is limited. The purpose of this study was to perform metagenomic and metatranscriptomic characterization of the salivary microbiota and test the hypothesis that salivary microbial presence and activity could be an indicator of the oral health status. Stimulated saliva samples were collected from 30 individuals (periodontitis: n=10, dental caries: n=10, oral health: n=10). Salivary microbiota was characterized using metagenomics and metatranscriptomics in order to compare community composition and the gene expression between the three groups. Streptococcus was the predominant bacterial genus constituting approx. 25 and 50% of all DNA and RNA reads, respectively. A significant disease-associated higher relative abundance of traditional periodontal pathogens such as Porphyromonas gingivalis and Filifactor alocis and salivary microbial activity of F. alocis was associated with periodontitis. Significantly higher relative abundance of caries-associated bacteria such as Streptococcus mutans and Lactobacillus fermentum was identified in saliva from patients with dental caries. Multiple genes involved in carbohydrate metabolism were significantly more expressed in healthy controls compared to periodontitis patients. Using metagenomics and metatranscriptomics we show that relative abundance of specific oral bacterial species and bacterial gene expression in saliva associates with periodontitis and dental caries. Further longitudinal studies are warranted to evaluate if screening of salivary microbial activity of specific oral bacterial species and metabolic gene expression can identify periodontitis and dental caries at preclinical stages. Published version 2018-07-30T02:09:05Z 2019-12-06T16:26:29Z 2018-07-30T02:09:05Z 2019-12-06T16:26:29Z 2017 Journal Article Belstrøm, D., Constancias, F., Liu, Y., Yang, L., Drautz-Moses, D. I., Schuster, S. C., et al. (2017). Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries. npj Biofilms and Microbiomes, 3(1), 23-. https://hdl.handle.net/10356/86646 http://hdl.handle.net/10220/45339 10.1038/s41522-017-0031-4 en npj Biofilms and Microbiomes © 2017 The Author(s). This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. 8 p. application/pdf |
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Metagenomic Metatranscriptomics Drautz-Moses, Daniela Isabel Schuster, Stephan Christoph Belstrøm, Daniel Constancias, Florentin Liu, Yang Yang, Liang Kohli, Gurjeet Singh Jakobsen, Tim Holm Holmstrup, Palle Givskov, Michael Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
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The taxonomic composition of the salivary microbiota has been reported to differentiate between oral health and disease. However, information on bacterial activity and gene expression of the salivary microbiota is limited. The purpose of this study was to perform metagenomic and metatranscriptomic characterization of the salivary microbiota and test the hypothesis that salivary microbial presence and activity could be an indicator of the oral health status. Stimulated saliva samples were collected from 30 individuals (periodontitis: n=10, dental caries: n=10, oral health: n=10). Salivary microbiota was characterized using metagenomics and metatranscriptomics in order to compare community composition and the gene expression between the three groups. Streptococcus was the predominant bacterial genus constituting approx. 25 and 50% of all DNA and RNA reads, respectively. A significant disease-associated higher relative abundance of traditional periodontal pathogens such as Porphyromonas gingivalis and Filifactor alocis and salivary microbial activity of F. alocis was associated with periodontitis. Significantly higher relative abundance of caries-associated bacteria such as Streptococcus mutans and Lactobacillus fermentum was identified in saliva from patients with dental caries. Multiple genes involved in carbohydrate metabolism were significantly more expressed in healthy controls compared to periodontitis patients. Using metagenomics and metatranscriptomics we show that relative abundance of specific oral bacterial species and bacterial gene expression in saliva associates with periodontitis and dental caries. Further longitudinal studies are warranted to evaluate if screening of salivary microbial activity of specific oral bacterial species and metabolic gene expression can identify periodontitis and dental caries at preclinical stages. |
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Singapore Centre for Environmental Life Sciences Engineering |
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Singapore Centre for Environmental Life Sciences Engineering Drautz-Moses, Daniela Isabel Schuster, Stephan Christoph Belstrøm, Daniel Constancias, Florentin Liu, Yang Yang, Liang Kohli, Gurjeet Singh Jakobsen, Tim Holm Holmstrup, Palle Givskov, Michael |
format |
Article |
author |
Drautz-Moses, Daniela Isabel Schuster, Stephan Christoph Belstrøm, Daniel Constancias, Florentin Liu, Yang Yang, Liang Kohli, Gurjeet Singh Jakobsen, Tim Holm Holmstrup, Palle Givskov, Michael |
author_sort |
Drautz-Moses, Daniela Isabel |
title |
Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
title_short |
Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
title_full |
Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
title_fullStr |
Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
title_full_unstemmed |
Metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
title_sort |
metagenomic and metatranscriptomic analysis of saliva reveals disease-associated microbiota in patients with periodontitis and dental caries |
publishDate |
2018 |
url |
https://hdl.handle.net/10356/86646 http://hdl.handle.net/10220/45339 |
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1681059123343392768 |