ArticleCurrent protocols2025
Methodological Considerations in Saliva-Based Biomarker Research: Addressing Patient-Specific Variability in Translational Research Protocols.
Article in Current protocols, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
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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.
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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
14 citing papers in PubMed.
- Review
- A systems biology network analysis of root resorption biomarkers and their clinical relevance in orthodontics: a pilot study.Genomics & informatics · 2026Article
- Salivary Versus Circulating Insulin in Humans: Quantitative Evidence and Validation Requirements.Biomolecules · 2026Review
- Clear Aligners as a Prescribed Source of Unmeasured Intra-Oral Micro- and Nanoplastic Exposure: Release Mechanisms, Human Evidence, Salivary Biomonitoring and the EU Regulatory Context.Materials (Basel, Switzerland) · 2026Review
- Plasmonic Nanoarray Biosensors for Non-Invasive Cancer Diagnostics.Biosensors · 2026Review
- Salivary Extracellular Vesicles: Paradigm Shift in Liquid Biopsy Diagnostics.Journal of extracellular biology · 2026Review
- Sex-specific immune-brain coupling in hippocampal circuits and Alzheimer's disease vulnerability.Research square · 2026Article
- Saliva as a Matrix for Primary Care: Feasibility and Scoping of Its Use for Assessment of Nutrition and Inflammation.Advances in nutrition (Bethesda, Md.) · 2026Review
- Diet-Oral Microbiota Interactions and Salivary Biomarkers of Nutritional Health: A Narrative Review.Nutrients · 2026Review
- Salivary pH within multifactorial caries risk assessment in children: observational clinical evidence using the Cariogram platform.Frontiers in oral health · 2026Article
- Salivary biomarker profiling in prediabetes-associated periodontitis: role of adiponectin, resistin, and total matrix metalloproteinase-8.Frontiers in dental medicine · 2026Article
- Alcohol intake patterns, stress exposures and oral health in treatment seeking individuals with alcohol use disorder.Frontiers in oral health · 2026Article
- Article
- Methodological Considerations in Saliva-Based Biomarker Research: Addressing Patient-Specific Variability in Translational Research Protocols.Current protocols · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Saliva plays a central role in maintaining oral homeostasis by supporting tooth integrity, providing lubrication, and functioning as an antimicrobial wash. It also serves as a transport medium, carrying byproducts and signaling metabolites across oral niches and through the gastrointestinal tract. Because of its biological relevance and ease of collection, saliva is increasingly used as a noninvasive biospecimen for measuring cortisol, cytokines, and metabolites. However, the validity and reliability of saliva as an indicator of local and systemic biomarkers remain under investigation across diverse populations and research applications. Specific patient populations (e.g., individuals with alcohol use disorder) are particularly vulnerable to oral health problems, periodontal disease, and high rates of nicotine use. In addition to behavioral factors (e.g., food, drink, toothbrushing, and mouthwash), patient-specific variables can introduce contaminants such as nicotine and blood into saliva, potentially compromising the accurate measurement of analytes of interest. Protocols that account for possible contaminants are essential to ensure rigorous and reproducible biomarker research. Assessing factors such as pH, flow rate, and visible discoloration helps reduce limitations in analysis and improves interpretation in studies that include heterogeneous populations and health behaviors. Yet, the literature provides limited guidance on standardized methods for saliva collection, processing, and measurement of patient-specific confounders alongside analytes of interest. This protocol addresses these gaps by presenting detailed methodologies for saliva collection and processing, assessment of quantitative and qualitative salivary properties, and quantification of patient-specific modifiers. These approaches support reproducible diagnostics and have applications in populations with high rates of smoking, periodontal disease, and alcohol use. Published 2025. This article is a U.S. Government work and is in the public domain in the USA. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Saliva collection by the passive drool method Basic Protocol 2: Processing, storage, and characterization of saliva (visual assessment scale, pH, and flow rate) Basic Protocol 3: Quantification of cotinine in salivary supernatant Basic Protocol 4: Quantification of transferrin in salivary supernatant.
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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.