ArticleBiomarker insights2015
Literature-based discovery of salivary biomarkers for type 2 diabetes mellitus.
Article in Biomarker insights, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Salivary biomarkers present in patients with periodontitis without clinical distinction: findings from a meta-analysis.Medicina oral, patologia oral y cirugia bucal · 2023Pooled it
- Exploring Saliva as a Sample for Non-Invasive Glycemic Monitoring in Diabetes: A Scoping Review.Biomedicines · 2025Review
- Differential Association of Salivary Proinflammatory Mediators with Type 2 Diabetes: A Network Meta-Analysis.Iranian journal of public health · 2024Review
- Liquid Biopsy: A Game Changer for Type 2 Diabetes.International journal of molecular sciences · 2024Review
- The response of salivary proinflammatory biomarkers to tooth extraction in individuals with type II diabetes mellitus.BMC oral health · 2024Article
- Unlocking the Diagnostic Potential of Saliva: A Comprehensive Review of Infrared Spectroscopy and Its Applications in Salivary Analysis.Journal of personalized medicine · 2023Review
- Salivary inflammatory biomarkers and glycated haemoglobin among patients with type 2 diabetic mellitus.BMC oral health · 2021Article
- Salivary molecular spectroscopy: A sustainable, rapid and non-invasive monitoring tool for diabetes mellitus during insulin treatment.PloS one · 2020Article
- Biomarkers: paving stones on the road towards the personalized precision medicine for oral squamous cell carcinoma.BMC cancer · 2018Review
- Serum and salivary ferritin and Hepcidin levels in patients with chronic periodontitis and type 2 diabetes mellitus.BMC oral health · 2018Article
- Matrix metalloproteinase-8 levels in oral samples as a biomarker for periodontitis in the Chinese population: an observational study.BMC oral health · 2018Observational
- Assessment of Salivary Adipokines Resistin, Visfatin, and Ghrelin as Type 2 Diabetes Mellitus Biomarkers.Biochemistry research international · 2018Article
- Associations of Salivary BPIFA1 Protein in Chronic Periodontitis Patients with Type 2 Diabetes Mellitus.International journal of endocrinology · 2017Article
- High salivary soluble L-selectin and interleukin-7 levels in Asian Indian patients with primary Sjögren's syndrome.Clinical rheumatology · 2016Article
- Salivary micro RNA as a potential biomarker in oral potentially malignant disorders: A systematic review.Tzu chi medical journalReview
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The alarming increase in type 2 diabetes mellitus (T2DM) underscores the need for efficient screening and preventive strategies. Select protein biomarker profiles emerge over time during T2DM development. Periodic evaluation of these markers will increase the predictive ability of diabetes risk scores. Noninvasive methods for frequent measurements of biomarkers are increasingly being investigated. Application of salivary diagnostics has gained importance with the establishment of significant similarities between the salivary and serum proteomes. The objective of this study is to identify T2DM-specific salivary biomarkers by literature-based discovery. A serial interrogation of the PubMed database was performed using MeSH terms of specific T2DM pathological processes in primary and secondary iterations to compile cohorts of T2DM-specific serum markers. Subsequent search consisted of mining for the identified serum markers in human saliva. More than 60% of T2DM-associated serum proteins have been measured in saliva. Nearly half of these proteins have been reported in diabetic saliva. Measurements of salivary lipids and oxidative stress markers that can exhibit correlated saliva plasma ratio could constitute reliable factors for T2DM risk assessment. We conclude that a high percentage of T2DM-associated serum proteins can be measured in saliva, which offers an attractive and economical strategy for T2DM screening.
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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.