Evidence map›Paper›PMID 42663684›Full record

SynthesisClinical oral investigations2026

Non-invasive detection and monitoring of oral squamous cell carcinoma and oral potentially malignant disorders: an umbrella review on diagnostic accuracy.

M C C Groenevelt, L Meulenbroeks, R H Brakenhoff, J B Poell, M P Fransen, A H Zwinderman, E R Brouns, L W P Peute

Abstract readSystematic Review
In one paragraph

Synthesis in Clinical oral investigations, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

M C C GroeneveltAmsterdam UMC, University of Amsterdam, department of Public and Occupational Health, Meibergdreef 9, Amsterdam, The Netherlands. m.c.c.groenevelt@amsterdamumc.nl.
L MeulenbroeksAmsterdam UMC, Vrije Universiteit Amsterdam, department of Otolaryngology/ Head and Neck Surgery, De Boelelaan 1117, Amsterdam, The Netherlands.
R H BrakenhoffAmsterdam UMC, Vrije Universiteit Amsterdam, department of Otolaryngology/ Head and Neck Surgery, De Boelelaan 1117, Amsterdam, The Netherlands.
J B PoellAmsterdam UMC, Vrije Universiteit Amsterdam, department of Otolaryngology/ Head and Neck Surgery, De Boelelaan 1117, Amsterdam, The Netherlands.
M P FransenAmsterdam UMC, University of Amsterdam, department of Public and Occupational Health, Meibergdreef 9, Amsterdam, The Netherlands.
A H ZwindermanAmsterdam UMC, University of Amsterdam, department of Epidemiology and Data Science, Meibergdreef 9, Amsterdam, The Netherlands.
E R BrounsAmsterdam UMC, Vrije Universiteit Amsterdam, department of Oral and Maxillofacial Surgery and Oral Pathology, Amsterdam, The Netherlands.
L W P PeuteAmsterdam UMC, University of Amsterdam, department of Medical Informatics, Amsterdam, The Netherlands.

Funding

Nederlandse Organisatie voor Wetenschappelijk Onderzoek and Dutch Cancer Foundation (NWO-KWF) KICH2.V4P.22.016
6 · The paper itself

Abstract

objectivesVarious non-invasive diagnostic techniques have been developed and assessed to improve early detection and monitoring of oral squamous cell carcinoma and oral potentially malignant disorders. However, a clear overview of the diagnostic performance and their ability to detect clinically relevant changes, is lacking. This study evaluated clinically tested, non-invasive techniques for early detection and monitoring of oral squamous cell carcinoma and potentially malignant disorders, focusing on diagnostic accuracy.

methodsAfter a structured search strategy and critical selection of all relevant systematic reviews, data was extracted from 57 reviews in total, of which 29 were included for qualitative analysis, 20 for meta-analysis and eight for both qualitative and meta-analysis.

resultsAmong nine techniques that are available in practice, optical coherence tomography, spectroscopy, and cytology with oral brushes demonstrated the highest effectiveness. Optical coherence tomography demonstrated the highest diagnostic accuracy, with a sensitivity and specificity estimated at 0.91 and a diagnostic odds ratio of 108.5. Furthermore, when combined with artificial intelligence, diagnostic accuracy is even further improved.

conclusionsMost studies evaluating diagnostic accuracy of non-invasive diagnostic tests for potentially malignant disorders and oral squamous cell carcinoma grouped these conditions together without stratifying by lesion type. Therefore, no firm conclusions can be made about the diagnostic accuracy in detecting oral squamous cell carcinoma or different types of potentially malignant disorders. More high quality, primary studies should be conducted to specifically assess the diagnostic accuracy of different diagnostic tests per lesion type. CLINICAL RELEVANCE: No clinical guidelines are currently available for management of oral potentially malignant disorders, and practical guidelines for clinical decision making in the field of oral squamous cell carcinoma and oral potentially malignant disorders will be helpful. The results of this umbrella review can inform clinical practice, guideline development, and future research priorities.

Indexed as

Carcinoma, Squamous CellMouth NeoplasmsPrecancerous ConditionsEarly Detection of CancerHumansSensitivity and SpecificityTomography, Optical CoherenceDiagnostic accuracyEarly detectionNon-invasive diagnostic testsOral cancerOral potentially malignant disordersOral squamous cell carcinoma

Identifiers

PMID42663684
PMCPMC13524989

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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.