ArticlePloS one2013
Performance of multiplex cytokine assays in serum and saliva among community-dwelling postmenopausal women.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed.
- Use of amnion-derived cellular cytokine solution for the treatment of gingivitis: A 2-week safety, dose-ranging, proof-of-principle randomized trial.Journal of periodontology · 2021Trial
- Docosahexaenoic Acid and Periodontitis in Adults: A Randomized Controlled Trial.Journal of dental research · 2014Trial
- Periodontal inflamed surface area (PISA) system and components: Potential for exploring the periodontal systemic interface.Journal of periodontology · 2026Article
- Integration of periodontal pathogens and inflammatory mediators in saliva as biomarkers for periodontitis.Frontiers in cellular and infection microbiology · 2026Article
- Inflammatory Markers Associated With Radiation-Induced Lung Injury, Metastasis and Mortality After Breast Cancer Treatment.Advances in radiation oncology · 2025Article
- Changes of Cytokines in Saliva of Pigs withVeterinary sciences · 2025Article
- The screening assessment of pro-inflammatory, anti-inflammatory, Th1, Th2 and Th17 cytokines in saliva of patients with ischemic stroke.International journal of medical sciences · 2025Article
- Arginine-specific gingipains (RgpA/RgpB) knockdown modulates neutrophil machinery.Journal of oral microbiology · 2024Article
- Salivary levels of inflammatory and anti-inflammatory biomarkers in periodontitis patients with and without acute myocardial infarction: implications for cardiovascular risk assessment.Frontiers in oral health · 2024Article
- Correlation of serum biochemical parameters and saliva pH in healthy individuals.Saudi journal of biological sciences · 2023Article
- Associations between saliva and plasma cytokines in cognitively normal, older adults.Aging clinical and experimental research · 2023Article
- Molecular biomarker research in periodontology: A roadmap for translation of science to clinical assay validation.Journal of clinical periodontology · 2022Article
- Article
- Association of Dental and Prosthetic Status with Oral Health-Related Quality of Life in Centenarians.International journal of environmental research and public health · 2021Article
- Nonsurgical periodontal therapy decreases the severity of rheumatoid arthritis and the plasmatic and salivary levels of RANKL and Survivin: a short-term clinical study.Clinical oral investigations · 2021Article
- Plasma 25-Hydroxyvitamin D Concentrations and Serum and Salivary C-Reactive Protein in the Osteoporosis and Periodontal Disease Study.Nutrients · 2021Article
- Cytokine Patterns in Maternal Serum From First Trimester to Term and Beyond.Frontiers in immunology · 2021Article
- Salivary Heme Oxygenase-1: A Potential Biomarker for Central Neurodegeneration.Journal of central nervous system disease · 2021Article
- Oral health and functional capacity of centenarians.Scientific reports · 2020Article
- The Buffalo OsteoPerio Studies: Summary of our findings and the unique contributions of Robert J. Genco, DDS, PhD.Current oral health reports · 2020Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multiplexing arrays increase the throughput and decrease sample requirements for studies employing multiple biomarkers. The goal of this project was to examine the performance of Multiplex arrays for measuring multiple protein biomarkers in saliva and serum. Specimens from the OsteoPerio ancillary study of the Women's Health Initiative Observational Study were used. Participants required the presence of at least 6 teeth and were excluded based on active cancer and certain bone issues but were not selected on any specific condition. Quality control (QC) samples were created from pooled serum and saliva. Twenty protein markers were measured on five multiplexing array panels. Sample pretreatment conditions were optimized for each panel. Recovery, lower limit of quantification (LLOQ) and imprecision were determined for each analyte. Statistical adjustment at the plate level was used to reduce imprecision estimates and increase the number of usable observations. Sample pre-treatment improved recovery estimates for many analytes. The LLOQ for each analyte agreed with manufacturer specifications except for MMP-1 and MMP-2 which were significantly higher than reported. Following batch adjustment, 17 of 20 biomarkers in serum and 9 of 20 biomarkers in saliva demonstrated acceptable precision, defined as <20% coefficient of variation (<25% at LLOQ). The percentage of cohort samples having levels within the reportable range for each analyte varied from 10% to 100%. The ratio of levels in saliva to serum varied from 1∶100 to 28∶1. Correlations between saliva and serum were of moderate positive magnitude and significant for CRP, MMP-2, insulin, adiponectin, GM-CSF and IL-5. Multiplex arrays exhibit high levels of analytical imprecision, particularly at the batch level. Careful sample pre-treatment can enhance recovery and reduce imprecision. Following statistical adjustments to reduce batch effects, we identified biomarkers that are of acceptable quality in serum and to a lesser degree in saliva using Multiplex arrays.
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