Non-Cochrane · DTA · PM23593215

Fluorescence-based methods for detecting caries lesions: systematic review, meta-analysis and sources of heterogeneity.

Gimenez Thais, Braga Mariana Minatel, Raggio Daniela Procida, et al. · PloS one · 2013 · PubMed · doi:10.1371/journal.pone.0060421

Oral HealthDental cariesAMSTAR 2: not applicable
Full textEvery question was extracted from the full text, figures and supplements by two independent LLM extractors, disagreements adjudicated. Rows cite where in the review the value comes from.
Questions
62
current version
GRADE rated
0
No studies
0
Included studies
75
linked below
No studies 0 · 0%Ungraded 62 · 100%Very low 0 · 0%Low 0 · 0%Moderate 0 · 0%High 0 · 0%

Ungraded means an effect was reported without a GRADE rating; it is not a gap. No studies means the review found nothing to answer the question. The six categories are a display order, not a score.

Review question

ElementPlanned (methods)Found (results)
PopulationHuman permanent or primary teeth; occlusal, approximal or smooth surfaces; laboratory (in vitro) or clinical (in vivo) setting; detection of caries lesions75 included studies (publication years 1999-2012); majority permanent teeth, occlusal surfaces, laboratory setting, histological reference standard
InterventionFluorescence-based caries-detection methods: laser fluorescence (LF; DIAGNOdent), pen-type laser fluorescence (LFpen; DIAGNOdent pen), fluorescence camera (FC; VistaProof), quantitative light-induced fluorescence (QLF)LF most studied, followed by LFpen; FC fewer studies; QLF only 3 studies (no meta-analysis)
ComparisonReference/gold standard (histological examination, operative intervention, or other/visual examination)Histological (majority), operative intervention, and other reference standards
OutcomesDiagnostic accuracy: sensitivity, specificity, diagnostic odds ratio (DOR), positive/negative likelihood ratios (PLR/NLR), summary ROC (AUC); heterogeneity (I2); publication bias; meta-regression sources of heterogeneitySimilar overall accuracy across methods, teeth, surfaces and settings; better accuracy (higher DOR) at more advanced threshold; specificity generally higher than sensitivity (except occlusal permanent at advanced threshold); heterogeneity moderate to high (I2 0-93%); publication bias evident on several funnel plots; sensitivity analysis (leave-one-out) showed no significant change
Study designsDiagnostic accuracy studies, in vitro and in vivo; no restriction on study designVast majority laboratory (in vitro); some clinical (in vivo)
TimingTwo lesion-severity thresholds: initial caries lesions and more advanced (dentine/cavitated) lesionsBoth thresholds analyzed; trend to better performance (higher DOR) at the more advanced threshold

Search date: 19 June 2012. Databases: MEDLINE (PubMed), Embase, Scopus; grey/unpublished literature via OpenSIGLE and Annals of the ORCA Congress (last 10 years); reference lists of included articles

Questions and results

Laser fluorescence (LF; DIAGNOdent) vs Reference standard (histological examination, operative intervention, or other/visual examination)

Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
12 questions
OutcomeEffectEvidenceStatus / GRADE
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Laser fluorescence on occlusal surfaces of permanent teeth (more advanced-lesion threshold): pooled DOR higher for LF (and FC) than for LFpen; heterogeneity I2=77%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 6 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 6); pooled DOR higher for LF (and FC) than for LFpen. Heterogeneity I2=77%. Numeric pooled values not available in the…NRUngraded
Relative DOR by reference standard (LF, initial, occlusal permanent)
Initial caries lesions threshold · Other reference standard vs histological (reference)
LF performed significantly better with other reference standards than with histological validation at the initial threshold (RDOR 4.13, 1.24 to 13.76).
RDOR 4.13 [1.24, 13.76]NRUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LF, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=77%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Specificity 0.779 [0.765, 0.794]37 studiesUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LF, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=77%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Sensitivity 0.809 [0.791, 0.827]37 studiesUngraded
Relative DOR by reference standard (LF, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Other reference standard vs histological (reference)
No significant difference vs histological for LF at the advanced threshold (RDOR 0.62, 0.15 to 2.46).
RDOR 0.62 [0.15, 2.46]NRUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Laser fluorescence on occlusal surfaces of permanent teeth (initial-lesion threshold): accuracy (sensitivity, specificity, DOR, PLR, NLR, sROC AUC) similar among LF, LFpen and FC; heterogeneity I2=65%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 6 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 6); accuracy (sensitivity, specificity, DOR, PLR, NLR, sROC AUC) similar among LF, LFpen and FC. Heterogeneity I2=65%.…NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LF, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=65%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Specificity 0.712 [0.690, 0.734]27 studiesUngraded
Relative DOR by reference standard (LF, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Operative intervention vs histological (reference)
LF performed significantly better with operative-intervention reference standard than with histological at the advanced threshold (RDOR 3.01, 1.26 to 7.20).
RDOR 3.01 [1.26, 7.20]NRUngraded
Relative DOR by reference standard (LF, initial, occlusal permanent)
Initial caries lesions threshold · Operative intervention vs histological (reference)
No significant difference vs histological reference standard for LF at the initial threshold (RDOR 0.91, 0.37 to 2.22).
RDOR 0.91 [0.37, 2.22]NRUngraded
Relative DOR by setting (LF, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Laboratory vs clinical (reference)
For LF on occlusal permanent teeth (advanced threshold), laboratory studies had significantly lower diagnostic accuracy than clinical studies (RDOR 0.28, 0.12 to 0.66).
RDOR 0.28 [0.12, 0.66]NRUngraded
Relative DOR by setting (LF, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Laboratory using frozen teeth vs clinical (reference)
No significant difference between laboratory-frozen and clinical LF studies (RDOR 0.45, 0.12 to 1.67).
RDOR 0.45 [0.12, 1.67]NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LF, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=65%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Sensitivity 0.779 [0.763, 0.794]27 studiesUngraded

Pen-type laser fluorescence (LFpen) vs Reference standard

Population: Permanent teeth with occlusal surfaces
10 questions
OutcomeEffectEvidenceStatus / GRADE
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, occlusal, permanent teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=73%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Specificity 0.718 [0.683, 0.751]10 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
Pen-type laser fluorescence on occlusal surfaces of permanent teeth (more advanced-lesion threshold): pooled DOR for LFpen lower than for LF and FC; heterogeneity I2=73%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 6 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 6); pooled DOR for LFpen lower than for LF and FC. Heterogeneity I2=73%. Numeric pooled values not available in the…NRUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, occlusal, permanent teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=73%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Sensitivity 0.724 [0.672, 0.772]10 studiesUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, occlusal, permanent teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=54%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Specificity 0.818 [0.751, 0.873]9 studiesUngraded
Relative DOR by reference standard (LFpen, initial, occlusal permanent)
Initial caries lesions threshold · Other reference standard vs histological (reference)
Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
No significant reference-standard difference for LFpen at the initial threshold (RDOR 4.41, 0.19 to 103.92).
RDOR 4.41 [0.19, 103.92]NRUngraded
Relative DOR by setting (LFpen, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Laboratory using frozen teeth vs clinical (reference)
Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
No significant setting difference for LFpen (RDOR 1.27, 0.18 to 8.79).
RDOR 1.27 [0.18, 8.79]NRUngraded
Relative DOR by setting (LFpen, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Laboratory vs clinical (reference)
Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
No significant setting difference for LFpen (RDOR 0.35, 0.04 to 2.99).
RDOR 0.35 [0.04, 2.99]NRUngraded
Relative DOR by reference standard (LFpen, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Operative intervention vs histological (reference)
Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
No significant reference-standard difference for LFpen at the advanced threshold (RDOR 0.96, 0.12 to 7.77).
RDOR 0.96 [0.12, 7.77]NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, occlusal, permanent teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=54%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Sensitivity 0.749 [0.715, 0.781]9 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
Pen-type laser fluorescence on occlusal surfaces of permanent teeth (initial-lesion threshold): accuracy similar among LF, LFpen and FC; heterogeneity I2=54%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 6 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 6); accuracy similar among LF, LFpen and FC. Heterogeneity I2=54%. Numeric pooled values not available in the provided…NRUngraded

Fluorescence camera (FC; VistaProof) vs Reference standard (histological examination, operative intervention, or other/visual examination)

Population: Permanent teeth, occlusal surfaces, with suspected caries lesions
8 questions
OutcomeEffectEvidenceStatus / GRADE
Relative DOR by setting (FC, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Laboratory using frozen teeth vs clinical (reference)
No significant setting difference for FC (RDOR 2.96, 0.36 to 24.45).
RDOR 2.96 [0.36, 24.45]NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · FC, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=0%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Sensitivity 0.708 [0.669, 0.745]8 studiesUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · FC, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=17%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Specificity 0.669 [0.627, 0.708]8 studiesUngraded
Relative DOR by setting (FC, advanced, occlusal permanent)
More advanced (dentine/cavitated) caries lesions threshold · Laboratory vs clinical (reference)
No significant setting difference for FC (RDOR 3.83, 0.53 to 27.73).
RDOR 3.83 [0.53, 27.73]NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · FC, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=0%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Specificity 0.821 [0.739, 0.885]8 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Fluorescence camera on occlusal surfaces of permanent teeth (initial-lesion threshold): accuracy similar among the three methods (very low inconsistency); heterogeneity I2=0%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 6 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 6); accuracy similar among the three methods (very low inconsistency). Heterogeneity I2=0%. Numeric pooled values not…NRUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Fluorescence camera on occlusal surfaces of permanent teeth (more advanced-lesion threshold): pooled DOR for FC among the higher values, exceeding LFpen; heterogeneity I2=17%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 6 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 6); pooled DOR for FC among the higher values, exceeding LFpen. Heterogeneity I2=17%. Numeric pooled values not…NRUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · FC, occlusal, permanent teeth
Population: Permanent teeth with occlusal surfaces
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=17%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 6 · same question in other reviews
Sensitivity 0.876 [0.826, 0.916]8 studiesUngraded

Laser fluorescence (LF) vs Reference standard

Population: Primary teeth with occlusal surfaces
6 questions
OutcomeEffectEvidenceStatus / GRADE
More advanced caries lesion detection
More advanced caries lesion threshold · LF, occlusal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=23%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Sensitivity 0.672 [0.616, 0.725]13 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Population: Primary teeth, occlusal surfaces, with suspected caries lesions
Laser fluorescence on occlusal surfaces of primary teeth (more advanced-lesion threshold): pooled DOR lowest for LF among the three methods; heterogeneity I2=23%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 7 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 7); pooled DOR lowest for LF among the three methods. Heterogeneity I2=23%. Numeric pooled values not available in the…NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LF, occlusal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=75%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Specificity 0.838 [0.810, 0.864]14 studiesUngraded
Initial caries lesion detection
Initial caries lesion threshold · LF, occlusal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=75%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Sensitivity 0.622 [0.592, 0.651]14 studiesUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LF, occlusal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=23%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Specificity 0.816 [0.793, 0.837]13 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Population: Primary teeth, occlusal surfaces, with suspected caries lesions
Laser fluorescence on occlusal surfaces of primary teeth (initial-lesion threshold): accuracy similar among LF, LFpen and FC; heterogeneity I2=75%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 7 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 7); accuracy similar among LF, LFpen and FC. Heterogeneity I2=75%. Numeric pooled values not available in the provided…NRUngraded

Pen-type laser fluorescence (LFpen) vs Reference standard

Population: Primary teeth with occlusal surfaces
6 questions
OutcomeEffectEvidenceStatus / GRADE
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, occlusal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=31%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Sensitivity 0.831 [0.723, 0.909]5 studiesUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, occlusal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=31%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Specificity 0.864 [0.834, 0.890]5 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Population: Primary teeth, occlusal surfaces, with suspected caries lesions
Pen-type laser fluorescence on occlusal surfaces of primary teeth (more advanced-lesion threshold): pooled DOR intermediate for LFpen among the three methods; heterogeneity I2=31%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 7 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 7); pooled DOR intermediate for LFpen among the three methods. Heterogeneity I2=31%. Numeric pooled values not available…NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, occlusal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=0%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Sensitivity 0.719 [0.677, 0.757]5 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Population: Primary teeth, occlusal surfaces, with suspected caries lesions
Pen-type laser fluorescence on occlusal surfaces of primary teeth (initial-lesion threshold): accuracy similar among the three methods; heterogeneity I2=0%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 7 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 7); accuracy similar among the three methods. Heterogeneity I2=0%. Numeric pooled values not available in the provided…NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, occlusal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=0%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Specificity 0.718 [0.637, 0.791]5 studiesUngraded

Fluorescence camera (FC) vs Reference standard

Population: Primary teeth with occlusal surfaces
6 questions
OutcomeEffectEvidenceStatus / GRADE
More advanced caries lesion detection
More advanced caries lesion threshold · FC, occlusal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=80%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Specificity 0.898 [0.867, 0.924]2 studiesUngraded
Initial caries lesion detection
Initial caries lesion threshold · FC, occlusal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=0%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Sensitivity 0.482 [0.433, 0.531]2 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Population: Primary teeth, occlusal surfaces, with suspected caries lesions
Fluorescence camera on occlusal surfaces of primary teeth (more advanced-lesion threshold): pooled DOR highest for FC among the three methods; heterogeneity I2=80%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 7 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 7); pooled DOR highest for FC among the three methods. Heterogeneity I2=80%. Numeric pooled values not available in the…NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · FC, occlusal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=0%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Specificity 0.815 [0.713, 0.892]2 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Population: Primary teeth, occlusal surfaces, with suspected caries lesions
Fluorescence camera on occlusal surfaces of primary teeth (initial-lesion threshold): accuracy similar among the three methods; heterogeneity I2=0%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 7 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 7); accuracy similar among the three methods. Heterogeneity I2=0%. Numeric pooled values not available in the provided…NRUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · FC, occlusal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=80%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 7 · same question in other reviews
Sensitivity 0.850 [0.702, 0.943]2 studiesUngraded

Pen-type laser fluorescence (LFpen) vs Reference standard

Population: Permanent teeth with approximal surfaces
6 questions
OutcomeEffectEvidenceStatus / GRADE
Initial caries lesion detection
Initial caries lesion threshold · LFpen, approximal, permanent teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=93%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Specificity 0.842 [0.756, 0.907]2 studiesUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, approximal, permanent teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=84%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Specificity 0.824 [0.761, 0.875]2 studiesUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, approximal, permanent teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=93%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Sensitivity 0.777 [0.706, 0.838]2 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Population: Permanent teeth, approximal surfaces, with suspected caries lesions
Pen-type laser fluorescence on approximal surfaces of permanent teeth (initial-lesion threshold): only LFpen had sufficient studies to pool; similar values at both thresholds; heterogeneity I2=93%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 8 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 8); only LFpen had sufficient studies to pool; similar values at both thresholds. Heterogeneity I2=93%. Numeric pooled…NRUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Population: Permanent teeth, approximal surfaces, with suspected caries lesions
Pen-type laser fluorescence on approximal surfaces of permanent teeth (more advanced-lesion threshold): LFpen showed similar values at both thresholds; heterogeneity I2=84%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 8 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 8); LFpen showed similar values at both thresholds. Heterogeneity I2=84%. Numeric pooled values not available in the…NRUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, approximal, permanent teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=84%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Sensitivity 0.750 [0.641, 0.840]2 studiesUngraded

Pen-type laser fluorescence (LFpen) vs Reference standard

Population: Primary teeth with approximal surfaces
6 questions
OutcomeEffectEvidenceStatus / GRADE
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, approximal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=89%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Specificity 0.958 [0.947, 0.968]5 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
Initial caries lesions threshold
Population: Primary teeth, approximal surfaces, with suspected caries lesions
Pen-type laser fluorescence on approximal surfaces of primary teeth (initial-lesion threshold): only LFpen had sufficient studies to pool; heterogeneity I2=84%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 8 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 8); only LFpen had sufficient studies to pool. Heterogeneity I2=84%. Numeric pooled values not available in the provided…NRUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, approximal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=84%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Sensitivity 0.354 [0.324, 0.385]5 studiesUngraded
More advanced caries lesion detection
More advanced caries lesion threshold · LFpen, approximal, primary teeth
Pooled sensitivity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=89%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Sensitivity 0.795 [0.730, 0.850]5 studiesUngraded
Initial caries lesion detection
Initial caries lesion threshold · LFpen, approximal, primary teeth
Pooled specificity was reported, but the numerical estimate is not stated in the supplied text or attached figures; I²=84%; no GRADE rating was reported.
Source: Results, Synthesis of results; Figure 8 · same question in other reviews
Specificity 0.870 [0.843, 0.895]5 studiesUngraded
Diagnostic accuracy (pooled sensitivity, specificity, diagnostic odds ratio, summary-ROC AUC)
More advanced (dentine/cavitated) caries lesions threshold
Population: Primary teeth, approximal surfaces, with suspected caries lesions
Pen-type laser fluorescence on approximal surfaces of primary teeth (more advanced-lesion threshold): LFpen showed higher pooled DOR at the more advanced threshold; heterogeneity I2=89%. Diagnostic accuracy was not formally graded (GRADE not used).
Source: Results (Synthesis of results); Figure 8 (sROC synthesis; image not provided) · same question in other reviews
Pooled sensitivity, specificity, DOR, PLR, NLR and summary-ROC AUC reported qualitatively (Figure 8); LFpen showed higher pooled DOR at the more advanced threshold. Heterogeneity I2=89%. Numeric pooled values not…NRUngraded

Quantitative light-induced fluorescence (QLF) vs Reference standard (histological examination, operative intervention, or other/visual examination)

Population: Permanent teeth (occlusal and smooth surfaces), with suspected caries lesions
1 question
OutcomeEffectEvidenceStatus / GRADE
Diagnostic accuracy (sensitivity, specificity, DOR) - not pooled
Initial and more advanced caries lesions thresholds
Only 3 QLF studies were included, so no pooled estimate of QLF diagnostic accuracy could be calculated (evidence not graded).
Source: Results (Synthesis of results), paragraph on QLF · same question in other reviews
Only three articles using QLF were included (all permanent teeth); no meta-analysis could be performed. Individual studies reported high sensitivity or high specificity depending on threshold and surface.3 studiesUngraded

Laser fluorescence (LF; DIAGNOdent) vs Reference standard (histological examination, operative intervention, or other/visual examination)

Population: Permanent and primary teeth, smooth surfaces, with suspected caries lesions
1 question
OutcomeEffectEvidenceStatus / GRADE
Diagnostic accuracy (sensitivity, specificity) - not pooled
Initial and more advanced caries lesions thresholds
Only 2 LF studies assessed smooth surfaces, so no pooled estimate was possible; both reported higher specificity than sensitivity (evidence not graded).
Source: Results (Synthesis of results), paragraph on smooth surfaces · same question in other reviews
Only two included studies assessed smooth surfaces (both used LF; one permanent, one primary); no meta-analysis was possible. Both reported specificity higher than sensitivity at both thresholds.2 studiesUngraded

Included primary studies 75

Open as a trial list
StudyAlso included byOutcomes it informs hereTrial PICOResults
Abalos C, 2009
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Abalos C, 2012
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Achilleos EE, 2012
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Akarsu SB, 2006
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Aktan AM, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Anttonen V, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Apostolopoulou D, 2009
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Attrill DC, 2001
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Bamzahim M, 2002
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Barberia E, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Baseren NM, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Bengtson AL, 2005
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Bittar DG, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Braga MM, 2009
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Burin C, 2005
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Chen J, 2012
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Chong M, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Chong MJ, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Chu CH, 2010
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Cortes DF, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Costa AM, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
de Paula AB, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Deery C, 2006
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Diniz MB, 2009
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this review onlynot statednot extracted yetnot extracted yet
Diniz MB, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Diniz MB, 2012
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Francescut P, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Goel A, 2009
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this review onlynot statednot extracted yetnot extracted yet
Heinrich-Weltzien R, 2003
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Huth KC, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Huth KC, 2010
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Jablonski-Momeni A, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Jablonski-Momeni A, 2012
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Kavvadia K, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Kavvadia K, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Kawadia K, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Kawadia K, 2011
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Khalife MA, 2009
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Krause F, 2007
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Kuhnisch J, 2006
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Kühnisch J, 2006
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Lussi A, 1999
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this review onlynot statednot extracted yetnot extracted yet
Lussi A, 2001
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Lussi A, 2005
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this review onlynot statednot extracted yetnot extracted yet
Lussi A, 2006a
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Manton DJ, 2007
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this review onlynot statednot extracted yetnot extracted yet
Matos R, 2011
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this review onlynot statednot extracted yetnot extracted yet
Matos R, 2012
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this review onlynot statednot extracted yetnot extracted yet
Mendes FM, 2005
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this review onlynot statednot extracted yetnot extracted yet
Mendes FM, 2006
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Neuhaus KW, 2011
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this review onlynot statednot extracted yetnot extracted yet
Novaes TF, 2009
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this review onlynot statednot extracted yetnot extracted yet
Novaes TF, 2010
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Novaes TF, 2012
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this review onlynot statednot extracted yetnot extracted yet
Olmez A, 2006
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this review onlynot statednot extracted yetnot extracted yet
Ouellet A, 2002
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Pereira AC, 2001
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this review onlynot statednot extracted yetnot extracted yet
Pereira AC, 2011
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this review onlynot statednot extracted yetnot extracted yet
Rando-Meirelles MP, 2011
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this review onlynot statednot extracted yetnot extracted yet
Rechmann P, 2012
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this review onlynot statednot extracted yetnot extracted yet
Reis A, 2004
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this review onlynot statednot extracted yetnot extracted yet
Reis A, 2006
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this review onlynot statednot extracted yetnot extracted yet
Rocha RO, 2003
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this review onlynot statednot extracted yetnot extracted yet
Rocha-Cabral RM, 2008
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this review onlynot statednot extracted yetnot extracted yet
Rodrigues JA, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Rodrigues JA, 2009
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Rodrigues JA, 2011
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this review onlynot statednot extracted yetnot extracted yet
Seremidi K, 2012
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this review onlynot statednot extracted yetnot extracted yet
Sheehy EC, 2001
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Shi XQ, 2000
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this review onlynot statednot extracted yetnot extracted yet
Shi XQ, 2001
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Sridhar N, 2009
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this review onlynot statednot extracted yetnot extracted yet
Umemori S, 2010
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Valera FB, 2008
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet
Virajsilp V, 2005
matched by author and year (probable)
this review onlynot statednot extracted yetnot extracted yet