ArticleMicrobiome2015
Protein relative abundance patterns associated with sucrose-induced dysbiosis are conserved across taxonomically diverse oral microcosm biofilm models of dental caries.
Article in Microbiome, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed, 58 citations in OpenAlex.
- Exploring the Oral Resistome: From Metagenomics to Precision Oral Health.Microorganisms · 2026Review
- Biological Function Assignment across Taxonomic Levels in Mass-Spectrometry-Based Metaproteomics via a Modified Expectation Maximization Algorithm.Journal of proteome research · 2025Article
- Comparative analysis of microbial composition and functional characteristics in dental plaque and saliva of oral cancer patients.BMC oral health · 2024Article
- Metaproteomics for Coinfections in the Upper Respiratory Tract: The Case of COVID-19.Methods in molecular biology (Clifton, N.J.) · 2024Article
- Oral biofilm composition and phenotype in caries-active and caries-free children.Frontiers in oral health · 2024Article
- Current State and Challenges of the Global Outcomes of Dental Caries Research in the Meta-Omics Era.Frontiers in cellular and infection microbiology · 2022Review
- In-Depth Metaproteomics Analysis of Oral Microbiome for Lung Cancer.Research (Washington, D.C.) · 2022Article
- Functional signaturesJournal of oral microbiology · 2022Article
- Critical Assessment of MetaProteome Investigation (CAMPI): a multi-laboratory comparison of established workflows.Nature communications · 2021Article
- Analysis of relative bacterial activity and lactate dehydrogenase gene expression of caries-associated bacteria in a site-specific natural biofilm: an ex vivo study.Clinical oral investigations · 2021Article
- Salivary Outer Membrane Vesicles and DNA Methylation of Small Extracellular Vesicles as Biomarkers for Periodontal Status: A Pilot Study.International journal of molecular sciences · 2021Article
- Dynamic Alterations of Oral Microbiota Related to Halitosis in Preschool Children.Frontiers in cellular and infection microbiology · 2021Article
- Assessment of risk factors for early childhood caries at different ages in Shandong, China and reflections on oral health education: a cross-sectional study.BMC oral health · 2020Article
- Targeting the oral plaque microbiome with immobilized anti-biofilm peptides at tooth-restoration interfaces.PloS one · 2020Article
- Article
- metaQuantome: An Integrated, Quantitative Metaproteomics Approach Reveals Connections Between Taxonomy and Protein Function in Complex Microbiomes.Molecular & cellular proteomics : MCP · 2019Article
- Progress and Challenges in Ocean Metaproteomics and Proposed Best Practices for Data Sharing.Journal of proteome research · 2019Review
- Association between periodontal pathogens and systemic disease.Biomedical journal · 2019Review
- In-vivo shift of the microbiota in oral biofilm in response to frequent sucrose consumption.Scientific reports · 2018Article
- Are the mutans streptococci still considered relevant to understanding the microbial etiology of dental caries?BMC oral health · 2018Article
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe etiology of dental caries is multifactorial, but frequent consumption of free sugars, notably sucrose, appears to be a major factor driving the supragingival microbiota in the direction of dysbiosis. Recent 16S rRNA-based studies indicated that caries-associated communities were less diverse than healthy supragingival plaque but still displayed considerable taxonomic diversity between individuals. Metagenomic studies likewise have found that healthy oral sites from different people were broadly similar with respect to gene function, even though there was an extensive individual variation in their taxonomic profiles. That pattern may also extend to dysbiotic communities. In that case, shifts in community-wide protein relative abundance might provide better biomarkers of dysbiosis that can be achieved through taxonomy alone.
resultsIn this study, we used a paired oral microcosm biofilm model of dental caries to investigate differences in community composition and protein relative abundance in the presence and absence of sucrose. This approach provided large quantities of protein, which facilitated deep metaproteomic analysis. Community composition was evaluated using 16S rRNA sequencing and metaproteomic approaches. Although taxonomic diversity was reduced by sucrose pulsing, considerable inter-subject variation in community composition remained. By contrast, functional analysis using the SEED ontology found that sucrose induced changes in protein relative abundance patterns for pathways involving glycolysis, lactate production, aciduricity, and ammonia/glutamate metabolism that were conserved across taxonomically diverse dysbiotic oral microcosm biofilm communities.
conclusionsOur findings support the concept of using function-based changes in protein relative abundance as indicators of dysbiosis. Our microcosm model cannot replicate all aspects of the oral environment, but the deep level of metaproteomic analysis it allows makes it suitable for discovering which proteins are most consistently abundant during dysbiosis. It then may be possible to define biomarkers that could be used to detect at-risk tooth surfaces before the development of overt carious lesions.
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