Trial reportJournal of periodontology2009
Identification of pathogen and host-response markers correlated with periodontal disease.
Trial report in Journal of periodontology, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00277745 (Integrated Microfluidic System for Oral Diagnostics), which is not on this map. Cited by 162 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Integrated Microfluidic System for Oral Diagnostics
Who cites it
162 citing papers in PubMed, 7 syntheses or guidelines pooled it, 381 citations in OpenAlex.
- MS-Based Crevicular Fluid Proteomics for the Study of Periodontal and Peri-Implant Conditions: A Systematic Review.Journal of proteome research · 2026Pooled it
- Diagnostic Accuracy of Microbiome-Derived Biomarkers in Periodontitis: Systematic Review and Meta-Analysis.Journal of periodontal research · 2025Pooled it
- Levels of IL-1β, MMP-8, and MMP-9 in the Saliva of Subjects With Periodontitis: A Systematic Review and Meta-Analysis.Journal of clinical laboratory analysis · 2025Pooled it
- Assessment of proteomic salivary biomarkers for diagnosis of early childhood caries: a systematic review.Frontiers in oral health · 2025Pooled it
- Salivary biomarkers present in patients with periodontitis without clinical distinction: findings from a meta-analysis.Medicina oral, patologia oral y cirugia bucal · 2023Pooled it
- Salivary metabolomics for the diagnosis of periodontal diseases: a systematic review with methodological quality assessment.Metabolomics : Official journal of the Metabolomic Society · 2021Pooled it
- Changes in Inflammatory Cytokines in Saliva after Non-Surgical Periodontal Therapy: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2020Pooled it
- Evaluation of chemerin, fetuin-A, interleukin-34, and interleukin-13 levels following periodontal treatment in diabetes mellitus.Clinical oral investigations · 2025Trial
- Use of amnion-derived cellular cytokine solution for the treatment of gingivitis: A 2-week safety, dose-ranging, proof-of-principle randomized trial.Journal of periodontology · 2021Trial
- Clinical Parameters and Oral Fluid Biomarkers in Gingivitis Subjects using an Electric Toothbrush with Irrigator vs a Manual Toothbrush Alone over 8 Weeks: A Randomised Controlled Clinical Trial.Oral health & preventive dentistry · 2021Trial
- An Oral Rinse Active Matrix Metalloproteinase-8 Point-of-Care Immunotest May Be Less Accurate in Patients with Crohn's Disease.Biomolecules · 2020Trial
- Cetylpyridinium chloride mouth rinses alleviate experimental gingivitis by inhibiting dental plaque maturation.International journal of oral science · 2016Trial
- Microbiota-based Signature of Gingivitis Treatments: A Randomized Study.Scientific reports · 2016Trial
- Trial
- Crevicular fluid biomarkers and periodontal disease progression.Journal of clinical periodontology · 2014Trial
- Saliva/pathogen biomarker signatures and periodontal disease progression.Journal of dental research · 2011Trial
- A hydrosilver gel for plaque control in adults affected by chronic periodontitis: Effects on the 'red complex' bacterial load. A prospective longitudinal pilot study using polymerase chain reaction analysis.International journal of immunopathology and pharmacologyTrial
- Dual-Biomarker Oral-Rinse Testing for aMMP-8 and Calprotectin: A Potential Adjunctive Tool for Risk Stratification and Interdisciplinary Referral in Periodontitis and Type 2 Diabetes.Bioengineering (Basel, Switzerland) · 2026Review
- Cell-Based Biosensors in Oral Health: Emerging Tools for Rapid Detection and Monitoring of Oral Diseases.Biosensors · 2026Review
- Nisin bacteriocin blocks T. denticola-triggered MMP2 activation and pathogen internalization via TLR2.Scientific reports · 2026Article
102 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 1 institution in 1 country.
Funding
Abstract
backgroundPeriodontitis is the major cause of tooth loss in adults and is linked to systemic illnesses, such as cardiovascular disease and stroke. The development of rapid point-of-care (POC) chairside diagnostics has the potential for the early detection of periodontal infection and progression to identify incipient disease and reduce health care costs. However, validation of effective diagnostics requires the identification and verification of biomarkers correlated with disease progression. This clinical study sought to determine the ability of putative host- and microbially derived biomarkers to identify periodontal disease status from whole saliva and plaque biofilm.
methodsOne hundred human subjects were equally recruited into a healthy/gingivitis group or a periodontitis population. Whole saliva was collected from all subjects and analyzed using antibody arrays to measure the levels of multiple proinflammatory cytokines and bone resorptive/turnover markers.
resultsSalivary biomarker data were correlated to comprehensive clinical, radiographic, and microbial plaque biofilm levels measured by quantitative polymerase chain reaction (qPCR) for the generation of models for periodontal disease identification. Significantly elevated levels of matrix metalloproteinase (MMP)-8 and -9 were found in subjects with advanced periodontitis with Random Forest importance scores of 7.1 and 5.1, respectively. The generation of receiver operating characteristic curves demonstrated that permutations of salivary biomarkers and pathogen biofilm values augmented the prediction of disease category. Multiple combinations of salivary biomarkers (especially MMP-8 and -9 and osteoprotegerin) combined with red-complex anaerobic periodontal pathogens (such as Porphyromonas gingivalis or Treponema denticola) provided highly accurate predictions of periodontal disease category. Elevated salivary MMP-8 and T. denticola biofilm levels displayed robust combinatorial characteristics in predicting periodontal disease severity (area under the curve = 0.88; odds ratio = 24.6; 95% confidence interval: 5.2 to 116.5).
conclusionsUsing qPCR and sensitive immunoassays, we identified host- and bacterially derived biomarkers correlated with periodontal disease. This approach offers significant potential for the discovery of biomarker signatures useful in the development of rapid POC chairside diagnostics for oral and systemic diseases. Studies are ongoing to apply this approach to the longitudinal predictions of disease activity.
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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.