SynthesisPloS one2013
Fluorescence-based methods for detecting caries lesions: systematic review, meta-analysis and sources of heterogeneity.
Synthesis in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
49 citing papers in PubMed, 7 syntheses or guidelines pooled it, 124 citations in OpenAlex.
- Comparison Between Detection of Orthodontic-Related Carious Lesions With Fluorescence or Visual Method: A Systematic Review.International journal of dental hygiene · 2026Pooled it
- Diagnostic accuracy of quantitative light-induced fluorescence in detecting caries of various types and locations: a systematic review and meta-analysis.Scientific reports · 2025Pooled it
- Teledentistry accuracy for caries diagnosis: a systematic review of in-vivo studies using extra-oral photography methods.BMC oral health · 2024Pooled it
- Systematic review and meta-analysis of diagnostic studies of proximal surface caries.Clinical oral investigations · 2021Pooled it
- Systematic review and meta-analysis of diagnostic methods for occlusal surface caries.Clinical oral investigations · 2021Pooled it
- Imaging modalities to inform the detection and diagnosis of early caries.The Cochrane database of systematic reviews · 2021Pooled it
- Fluorescence devices for the detection of dental caries.The Cochrane database of systematic reviews · 2020Pooled it
- Is it feasible to use smartphone images to perform telediagnosis of different stages of occlusal caries lesions?PloS one · 2018Trial
- Performance of a recent light fluorescence device for detection of occlusal carious lesions in children and adolescents.European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry · 2017Trial
- Trial
- Article
- Optimization of In Vitro White Spot Lesion Protocol: Comparative Diagnostics via Visual Inspection, Scanning Electron Microscopy, and Fluorescence Methods.Diagnostics (Basel, Switzerland) · 2026Article
- A self attention based deep learning framework for accurate and efficient dental disease detection in OPG radiographs.Scientific reports · 2026Article
- Fluorescence as a Quantitative Indicator of Cariogenic Bacteria During Chemo-Mechanical Caries Excavation with BRIX 3000 in Primary Teeth.Journal of functional biomaterials · 2025Article
- Management of a clinical case of caries lesions by undergraduate dentistry students.Journal of clinical and experimental dentistry · 2024Article
- Non-Invasive Strategies for Remineralization and Hypersensitivity Management in Molar-Incisor Hypomineralization-A Systematic Review and Meta-Analysis.Journal of clinical medicine · 2024Review
- ORCA-EFCD consensus report on clinical recommendation for caries diagnosis. Paper I: caries lesion detection and depth assessment.Clinical oral investigations · 2024Article
- Illuminating Bacterial Contamination in Water Sources: The Power of Fluorescence-Based Methods.Journal of fluorescence · 2024Review
- Sensitivity and specificity of the ICDAS II system and bitewing radiographs for detecting occlusal caries using the Spectra™ caries detection system as the reference test in children.BMC oral health · 2023Article
- Use of Digital Diagnostic Aids for Initial Caries Detection: A Review.Dentistry journal · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFluorescence-based methods have been proposed to aid caries lesion detection. Summarizing and analysing findings of studies about fluorescence-based methods could clarify their real benefits.
objectiveWe aimed to perform a comprehensive systematic review and meta-analysis to evaluate the accuracy of fluorescence-based methods in detecting caries lesions. DATA SOURCE: Two independent reviewers searched PubMed, Embase and Scopus through June 2012 to identify papers/articles published. Other sources were checked to identify non-published literature. STUDY ELIGIBILITY CRITERIA, PARTICIPANTS AND DIAGNOSTIC
methodsThe eligibility criteria were studies that: (1) have assessed the accuracy of fluorescence-based methods of detecting caries lesions on occlusal, approximal or smooth surfaces, in both primary or permanent human teeth, in the laboratory or clinical setting; (2) have used a reference standard; and (3) have reported sufficient data relating to the sample size and the accuracy of methods. STUDY APPRAISAL AND SYNTHESIS
methodsA diagnostic 2×2 table was extracted from included studies to calculate the pooled sensitivity, specificity and overall accuracy parameters (Diagnostic Odds Ratio and Summary Receiver-Operating curve). The analyses were performed separately for each method and different characteristics of the studies. The quality of the studies and heterogeneity were also evaluated.
resultsSeventy five studies met the inclusion criteria from the 434 articles initially identified. The search of the grey or non-published literature did not identify any further studies. In general, the analysis demonstrated that the fluorescence-based method tend to have similar accuracy for all types of teeth, dental surfaces or settings. There was a trend of better performance of fluorescence methods in detecting more advanced caries lesions. We also observed moderate to high heterogeneity and evidenced publication bias.
conclusionsFluorescence-based devices have similar overall performance; however, better accuracy in detecting more advanced caries lesions has been observed.
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.