ArticleGenome medicine2015
Functional signatures of oral dysbiosis during periodontitis progression revealed by microbial metatranscriptome analysis.
Article in Genome medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT01489839 (Biomarkers of Periodontal Disease Progression), which is not on this map. Cited by 202 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Biomarkers of Periodontal Disease Progression
Who cites it
202 citing papers in PubMed, 3 syntheses or guidelines pooled it, 337 citations in OpenAlex.
- Microbial signatures in human periodontal disease: a metatranscriptome meta-analysis.Frontiers in microbiology · 2024Pooled it
- Prevalence of species of yellow, purple and green microbial complexes in endo-perio lesions: a systematic review.Brazilian oral research · 2024Pooled it
- Pooled it
- Functional response to a microbial synbiotic in the gastrointestinal system of children: a randomized clinical trial.Pediatric research · 2023Trial
- A randomised clinical study to determine the effect of a toothpaste containing enzymes and proteins on plaque oral microbiome ecology.Scientific reports · 2017Trial
- Small RNA Transcriptome of the Oral Microbiome during Periodontitis Progression.Applied and environmental microbiology · 2015Trial
- Spatially resolved single cell atlas deciphers SAA1 inflammatory epithelial cells.International journal of oral science · 2026Article
- Article
- Dental Pulp Stem Cells for the Management of Plaque Biofilm-Associated Infections : A Review.International dental journal · 2026Review
- Correlating bacterial load and periodontal disease severity: A large-scale study of the microbial landscape.Journal of periodontology · 2026Article
- The Role of the Oral Microbiome in the Development and Treatment of Periodontal Disease: Functional Meta-Omics Evidence.Current microbiology · 2026Review
- Peri-implant crevicular fluid stress-related biomarkers and psychometric scores in peri-implant health and disease.Clinical oral investigations · 2026Article
- Metagenomics in the Interplay Among Oral and Gut Dysbiosis.Metabolites · 2026Review
- Mapping the Oral Microbiome's Role in Periodontal Disease Progression: A Systematic Review.Cureus · 2026Review
- Mechanisms of TRIM21-mediated RUNX2 degradation via chaperone-mediated autophagy in periodontitis.Cell biology and toxicology · 2026Article
- Article
- Exploring the oral microbiome: from traditional techniques to advanced omics and databases.Antonie van Leeuwenhoek · 2026Review
- A CRISPR array orchestrates virulence and host response inMicrobiology spectrum · 2026Article
- Nisin bacteriocin blocks T. denticola-triggered MMP2 activation and pathogen internalization via TLR2.Scientific reports · 2026Article
- The Subgingival Host-Microbial Landscape in Mothers With Periodontitis and Their At-Risk Offspring.Journal of clinical periodontology · 2026Article
142 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundPeriodontitis is a polymicrobial biofilm-induced inflammatory disease that affects 743 million people worldwide. The current model to explain periodontitis progression proposes that changes in the relative abundance of members of the oral microbiome lead to dysbiosis in the host-microbiome crosstalk and then to inflammation and bone loss. Using combined metagenome/metatranscriptome analysis of the subgingival microbiome in progressing and non-progressing sites, we have characterized the distinct molecular signatures of periodontitis progression.
methodsMetatranscriptome analysis was conducted on samples from subgingival biofilms from progressing and stable sites from periodontitis patients. Community-wide expression profiles were obtained using Next Generation Sequencing (Illumina). Sequences were aligned using 'bowtie2' against a constructed oral microbiome database. Differential expression analysis was performed using the non-parametric algorithm implemented on the R package 'NOISeqBio'. We summarized global functional activities of the oral microbial community by set enrichment analysis based on the Gene Ontology (GO) orthology.
resultsGene ontology enrichment analysis showed an over-representation in the baseline of active sites of terms related to cell motility, lipid A and peptidoglycan biosynthesis, and transport of iron, potassium, and amino acids. Periodontal pathogens (Tannerella forsythia and Porphyromonas gingivalis) upregulated different TonB-dependent receptors, peptidases, proteases, aerotolerance genes, iron transport genes, hemolysins, and CRISPR-associated genes. Surprisingly, organisms that have not been usually associated with the disease (Streptococcus oralis, Streptococcus mutans, Streptococcus intermedius, Streptococcus mitis, Veillonella parvula, and Pseudomonas fluorenscens) were highly active transcribing putative virulence factors. We detected patterns of activities associated with progression of clinical traits. Among those we found that the profiles of expression of cobalamin biosynthesis, proteolysis, and potassium transport were associated with the evolution towards disease.
conclusionsWe identified metabolic changes in the microbial community associated with the initial stages of dysbiosis. Regardless of the overall composition of the community, certain metabolic signatures are consistent with disease progression. Our results suggest that the whole community, and not just a handful of oral pathogens, is responsible for an increase in virulence that leads to progression.
trial registrationNCT01489839, 6 December 2011.
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.