ReviewThe Japanese dental science review2024
Salivary biomarkers for early detection of oral squamous cell carcinoma (OSCC) and head/neck squamous cell carcinoma (HNSCC): A systematic review and network meta-analysis.
Review in The Japanese dental science review, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 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
58 citing papers in PubMed, 7 syntheses or guidelines pooled it, 61 citations in OpenAlex.
- Non-invasive detection and monitoring of oral squamous cell carcinoma and oral potentially malignant disorders: an umbrella review on diagnostic accuracy.Clinical oral investigations · 2026Pooled it
- The oral bacterial microbiota change in oral squamous cell carcinoma: a systematic review and meta-analysis.BMC oral health · 2026Pooled it
- MMP-9 as a diagnostic salivary biomarker for early detection of oral cancers: systematic review and meta-analysis.BMC oral health · 2026Pooled it
- Occult squamous cell carcinoma presenting as oligometastatic lymphadenopathy. A systematic review with a case report.Oncology reviews · 2026Pooled it
- Salivary Lactate Dehydrogenase, Matrix Metalloproteinase-9, and Chemerin-The Most Promising Biomarkers for Oral Cancer? A Systematic Review with Meta-Analysis.International journal of molecular sciences · 2025Pooled it
- Exploring oral microbiome in oral squamous cell carcinoma across environment-associated sample types.Microbiology spectrum · 2025Pooled it
- Salivary 8-hydroxy-2'-deoxyguanosine levels in patients with oral cancer: a systematic review and meta-analysis.BMC cancer · 2024Pooled it
- Oleuropein Regulates GSDME Methylation to Inhibit Tumor Growth and Enhance Radiosensitivity in Head and Neck Squamous Cell Carcinoma Via Inducing Pyroptosis.Applied biochemistry and biotechnology · 2026Article
- HOXC11 promotes head and neck squamous cell carcinomas (HNSCC) progression by regulating SPHK1 through the Wnt signaling pathway.Cancer gene therapy · 2026Article
- Inhibition of the EP300/Notch Signaling Pathway Regulates Proliferation and Apoptosis in Oral Squamous Cell Carcinoma.Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology · 2026Article
- Fragmented Thresholds, Unified Vision: Advancing Salivary Diagnostics for OSCC and OPMD.Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology · 2026Article
- Effect of Indirect Co-Culture With Gingival Mesenchymal Stem Cells on Cytokine Secretion in Primary Oral Squamous Cell Carcinoma Cells.Medical science monitor : international medical journal of experimental and clinical research · 2026Article
- Osteocyte-Derived GDF15 Promotes Paclitaxel Resistance, Tumor Growth, and Bone Microenvironment Regulation in Prostate Cancer.Current issues in molecular biology · 2026Article
- Article
- Biomarker-based machine learning for malignant transformation in oral potentially malignant disorders: a scoping review.BMC oral health · 2026Article
- Baseline and treatment-induced change of salivary CYFRA 21 - 1 as independent predictors of recurrence in oral squamous cell carcinoma.Clinical oral investigations · 2026Article
- Novel Disease-Specific Panel of Salivary microRNAs for the Detection of Oral Squamous Cell Carcinoma from Early Invasion to Stage IV Disease.International journal of molecular sciences · 2026Article
- Article
- Diagnostic and Prognostic Significance of Chemokines in Head and Neck Cancers: A Systematic Review and Meta-Analysis.Cancers · 2026Review
- Diagnostic Accuracy and Clinical Utility of Salivary Biomarkers in Oral Squamous Cell Carcinoma: A Meta-Analysis.Cancers · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Oral cancer became a very common condition. WHO estimates that there are 4 cases of lip and oral cavity cancer for every 100,000 people worldwide. The early diagnosis of cancers is currently a top focus in the health sector. Recent systematic reviews and meta-analyses have identified promising biomarkers for early detection in several original research investigations. However, it is still unclear the quality of these evidence and which biomarker performs the best in terms of early detection. Therefore, the objective was, to map the methodological and reporting quality of available oral squamous cell carcinoma (OSCC) or head/neck squamous cell carcinoma (HNSCC) systematic reviews and meta-analysis. Secondly, to evaluate diagnostic accuracy of salivary biomarkers for common craniofacial cancers and to compare the diagnostic value of different salivary biomarkers. PubMed, Scopus, Web of Science, Embase and Cochrane Library electronic databases were used to map the methodological and reporting quality of the systematic reviews and meta-analysis conducted on the HNSCC, OSCC using the AMSTAR-2 checklist. The inclusion criteria were systematic reviews and meta-analysis published in the topic of HNSCC and OSCC biomarkers. Exclusion criteria were no animal studies; original primary studies, due to limitation of competency in other languages articles with language other than English were excluded. The sensitivity and specificity were calculated for salivary biomarkers and ranked according to network meta-analysis principles. A total of N = 5893 patients were included from four meta-analysis studies. All together, these included n = 37 primary studies. n = 94 biomarkers were pooled from these four meta-analyses and categorised into the stages at which they were detected (I-IV). In OSCC, Chemerin and MMP-9 displayed the highest sensitivity, registering 0.94 (95% CI 0.78, 1.00) and a balanced accuracy of 0.93. Phytosphingosine closely followed, with a sensitivity of 0.91 (95% CI 0.68, 0.99) and a balanced accuracy of 0.87. For HNSCC, the top three biomarkers are Actin, IL-1β Singleplex, and IL-8 ELISA. Actin leads with a sensitivity of 0.91 (95% CI 0.68-0.99), a specificity of 0.67, and an overall accuracy of 0.79. Subsequently, IL-1β Singleplex exhibits a sensitivity of 0.62 (95% CI 0.30-0.88), a specificity of 0.89, and an accuracy of 0.75, followed by IL-8 ELISA with a sensitivity of 0.81 (95% CI 0.54-0.97), a specificity of 0.59, and an accuracy of 0.70. In conclusion, there was highest sensitivity for MMP-9 and chemerin salivary biomarkers. There is need of further more studies to identify biomarkers for HNSCC and OSCC.
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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.