ArticleFrontiers in oral health2022
Salivary biomarkers as key to monitor personalized oral healthcare and precision dentistry: A scoping review.
Article in Frontiers in oral health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Activity and levels of TNF-α, IL-6 and IL-8 in saliva of children and young adults with dental caries: a systematic review and meta-analysis.BMC oral health · 2024Pooled it
- Cytokines as Key Drivers of Pathological Root Resorption: Integrating Molecular Mechanisms, Genetic Determinants, and Biomarker-Based Insights.Biomedicines · 2026Review
- Saliva as a Matrix for Primary Care: Feasibility and Scoping of Its Use for Assessment of Nutrition and Inflammation.Advances in nutrition (Bethesda, Md.) · 2026Review
- Whole Transcriptomic Analysis Identifies Candidate Biomarkers from Saliva of Temporomandibular Joint Osteoarthritis Patients.International journal of molecular sciences · 2026Article
- Salivary proteomics in patients with fixed orthodontic appliances and Invisalign treatment.International dental journal · 2026Article
- Personalized dentistry: Enhancing outcomes through patient-centered innovation.Bioinformation · 2026Article
- Test, Treat, Repopulate™ method reduces red complex bacteria and stabilizes the oral microbiome.Frontiers in dental medicine · 2026Article
- A review on monitoring orthodontic treatment: from traditional approaches to innovative point-of-care tools.Frontiers in dental medicine · 2026Review
- From gut to mouth: salivary signatures of carcinogenic microbiota.Frontiers in cellular and infection microbiology · 2026Review
- Saliva as a non-invasive biomarker for chronic kidney disease: Challenges and potential in disease monitoring.World journal of nephrology · 2025Review
- The Precision Paradigm in Periodontology: A Multilevel Framework for Tailored Diagnosis, Treatment, and Prevention.Journal of personalized medicine · 2025Review
- Evaluating the Association Between Neutrophil Gelatinase-Associated Lipocalin Levels and Periodontal Health Status in Patients With Chronic Kidney Disease.Mediators of inflammation · 2025Article
- A Roadmap for the Rational Use of Biomarkers in Oral Disease Screening.Biomolecules · 2024Review
- Salivary High-Sensitivity C-Reactive Protein and Its Clinical Relevance in Modern Medicine: A Comprehensive Review.Cureus · 2024Review
- Letter to the Editor, "Advancements and Challenges in Precision Dentistry".Frontiers in dentistry · 2024Article
- Effect of conventional cigarettes and e-cigarettes on salivary biomarkers: A systematic review.Journal of advanced periodontology & implant dentistry · 2024Article
- Effects of the Saliva of Patients Undergoing Orthodontic Treatment with Invisalign and Brackets on Human Gingival Fibroblasts and Oral Epithelial Cells.Journal of clinical medicine · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Personalized Oral Healthcare has recently become the new trend word in medicine and dentistry. In this context, saliva diagnostics using various biomarkers seem to be the gateway to personalized dental diagnostics and therapy. But the terminology is not (yet) uniformly defined, furthermore it is unclear to what extent which salivary markers play a relevant role in the therapeutic decision making. In this Scoping Review, an electronic search was conducted in PubMed and Web of Science databases using medical subject headings (MESH terms) "saliva", "biomarker", "personality/persons", and "dentistry". Only human studies were included, in which repeated salivary measurements were performed to analyze monitoring effects with at least ten patients per group. PRISMA-ScR and Tricco guidelines were followed: (i) to examine what salivary biomarkers have been explored in terms of personalized oral healthcare and precision dentistry, (ii) to investigate the clinical relevance for oral health and its correlation to systemic health, and (iii) to summarize an outlook for future developments based on these results. Out of 899 studies, a total of 57 were included for data extraction in this Scoping Review, mainly focusing on periodontal therapy and patient monitoring. Salivary biomarkers have shown the potential to change the field of dentistry in all dental disciplines as a key for personalized workflows. The increasing interest in dental research is obvious, demonstrated by the growing number of publications in recent years. At this time, however, the predominant discipline is periodontology, which allows biomarker-based monitoring of the disease prevention and progression. The studies included showed heterogeneous methods using manifolds biomarkers. Therefore, no uniformly accepted concept can be presented today. Further clinical research with well-defined outcomes including standardized procedures is necessary.
Indexed as
Identifiers
What OpenQuestion holds
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.