Evidence map›Paper›PMID 41484977›Full record

SynthesisBMC oral health2026

MMP-9 as a diagnostic salivary biomarker for early detection of oral cancers: systematic review and meta-analysis.

Aqsa Shaukat, Saleha Nisar, Mehmood Asghar, Muhammad Kaleem, Muhammad Sohail Zafar

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

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

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0cells of the map it votes in
0citing papers in PubMed
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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

5 authors.

Aqsa ShaukatDepartment of Science of Dental Materials, AM college, NUMS, Rawalpindi, Pakistan.
Saleha NisarDepartment of Science of Dental Materials, AM college, NUMS, Rawalpindi, Pakistan.
Mehmood AsgharDepartment of Science of Dental Materials, AM college, NUMS, Rawalpindi, Pakistan.
Muhammad KaleemDepartment of Science of Dental Materials, AM college, NUMS, Rawalpindi, Pakistan.
Muhammad Sohail ZafarDepartment of Clinical Sciences, College of Dentistry, Ajman University, Ajman, United Arab Emirates. muhammad.zafar@ajman.ac.ae.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe intention of this investigation was to evaluate the diagnostic performance of salivary MMP-9 enzyme for rapid point of care testing of early stage (I, II) oral cancer. Diagnosis at early pre-malignant stages will help in making clinical decisions for timely intervention. MATERIALS AND

methodsOriginal diagnostic test accuracy (DTA) studies of any design, on patients with lip and oral cavity cancers investigating salivary MMP-9 levels as an index test and histopathological confirmation via biopsy as a reference test were eligible for inclusion. Similar studies on serum or blood were excluded. Besides, the case reports/case series, reviews, letters, book chapters, conference abstracts, in vitro, and animal studies were all excluded. Non-English papers were not excluded. The databases searched from Jan 2014 to Aug 2024 were PubMed, SCOPUS, Cochrane Library, Science Direct, and Google Scholar, without language restrictions. QUADAS-2 was used to assess the risk of bias and concerns regarding applicability. Meta-analyses were performed using a bivariate random-effects model.

resultsOut of 18 articles identified, 7 studies with 795 patients were included. The pooled sensitivity, specificity, mean salivary MMP-9 levels, and the Summary Receivers Operating Curve were done using REVMAN 5.4 and a web application (Meta-DiSc 2.0). Overall, the pooled sensitivity, specificity, and Area under the curve were 0.98, 0.96, and 0.97, respectively with 95% confidence interval between 0.85 and 1. However, with high heterogeneity and risk of bias together with low applicability concern we need additional pragmatic designed research to back up its use in screening and diagnostic applications.

conclusionWithin the limitations of the study, salivary MMP-9 has merit as a biomarker for identification of early-stage (I, II) oral cancer.

Indexed as

Biomarkers, TumorEarly Detection of CancerMatrix Metalloproteinase 9Mouth NeoplasmsSalivaHumansSensitivity and SpecificityBiomarkers, TumorMatrix Metalloproteinase 9MMP9 protein, humanDiagnostic accuracy studiesMatrix-metalloproteinase-9MMP-9Oral squamous cell carcinomaOSCCSalivary biomarkers

Identifiers

PMID41484977
PMCPMC12866002

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Registered trials

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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.