Evidence map›Paper›PMID 40650295›Full record

ArticleInternational journal of molecular sciences2025

Salivary Metabolomics Discloses Metabolite Signatures of Oral Leukoplakia with and Without Dysplasia.

Elena Ferrari, Rita Antonelli, Mariana Gallo, Marco Meleti, Giacomo Setti, Adele Mucci, Valeria Righi, Anna Gambini, Cristina Magnoni, Alberto Spisni and 1 more

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. 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
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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

11 authors.

Elena FerrariLaboratory of Biochemistry and Metabolomics, Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy.
Rita AntonelliCentro Universitario Odontoiatria, University of Parma, Via Gramsci 14, 43126 Parma, Italy.ORCID 0000-0003-2149-4380
Mariana GalloLaboratory of Biochemistry and Metabolomics, Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy.ORCID 0000-0002-0022-4499
Marco MeletiCentro Universitario Odontoiatria, University of Parma, Via Gramsci 14, 43126 Parma, Italy.
Giacomo SettiDentistry and Oral-Maxillofacial Surgery Unit, University of Modena and Reggio Emilia, 41125 Modena, Italy.ORCID 0000-0002-2933-8174
Adele MucciDepartment of Chemical and Geological Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.ORCID 0000-0003-3303-8761
Valeria RighiDepartment for Life Quality Studies, University of Bologna, 47921 Rimini, Italy.ORCID 0000-0003-2394-8462
Anna GambiniDepartment of Chemical and Geological Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Cristina MagnoniDermatology Unit, Department of Surgical, Medical, Dental & Morphological Sciences with Interest Transplant, Oncological & Regenerative Medicine, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Alberto SpisniLaboratory of Biochemistry and Metabolomics, Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy.ORCID 0000-0002-3748-1421
Thelma A PertinhezLaboratory of Biochemistry and Metabolomics, Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy.ORCID 0000-0002-3065-6567

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Leukoplakia is a condition marked by white patches on the inner surfaces of the oral cavity. Its potential to progress to oral squamous cell carcinoma underscores the need for effective screening and early diagnosis procedures. We employed NMR-based salivary and tissue metabolomics to identify potential biomarkers for leukoplakia and dysplastic leukoplakia. Univariate and multivariate methods were used to evaluate the NMR-derived metabolite concentrations. The salivary metabolite profile of leukoplakia exhibited specific alterations compared to healthy controls. These metabolic changes were more pronounced in cases of dysplastic lesions. Multivariate ROC curve analysis, based on a selection of salivary metabolites, ascribed high diagnostic accuracy to the models that discriminate between dysplastic and healthy cases. However, NMR analysis of tissue biopsies was ineffective in extracting metabolic signatures to differentiate between lesional, peri-lesional, and healthy tissues. Our pilot study employing a metabolomics-based approach led to the development of salivary models that represent a complementary strategy for clinically detecting leukoplakia. However, larger-scale validation is required to fully evaluate their diagnostic potential and to effectively stratify leukoplakia patients according to dysplasia status.

Indexed as

Leukoplakia, OralMetabolomeMetabolomicsSalivaAdultAgedBiomarkersCase-Control StudiesFemaleHumansMaleMiddle AgedMouth NeoplasmsPilot ProjectsROC CurveBiomarkersdysplasialeukoplakiamalignant transformationsalivary diagnosticssalivary metabolomics

Identifiers

PMID40650295
PMCPMC12250079

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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 Socratic graph.