ArticleTheranostics2017
Identification and Validation of a Salivary Protein Panel to Detect Heart Failure Early.
Article in Theranostics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- The Impact of Spiritual Care Education on Anxiety in Family Caregivers of Patients with Heart Failure.Journal of religion and health · 2019Trial
- Cytoskeleton Remodeling-Related Proteins Represent a Specific Salivary Signature in PSC Patients.Molecules (Basel, Switzerland) · 2024Article
- Article
- A salivary biomarker panel to detect liver cirrhosis.iScience · 2023Article
- Advances in Electrochemical Biosensors Based on Nanomaterials for Protein Biomarker Detection in Saliva.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Review
- Saliva-based microfluidic point-of-care diagnostic.Theranostics · 2023Review
- An Exploratory Study Demonstrating That Salivary Cytokine Profiles Are Altered in Children With Small Area Thermal Injury.Journal of burn care & research : official publication of the American Burn Association · 2022Article
- SWATH-MS and MRM: Quantification of Ras-related proteins in HIV-1 infected and methamphetamine-exposed human monocyte-derived macrophages (hMDM).Proteomics · 2021Article
- Proteomic Alterations in Salivary Exosomes Derived from Human Papillomavirus-Driven Oropharyngeal Cancer.Molecular diagnosis & therapy · 2021Article
- Salivary Biomarkers for Diagnosis and Therapy Monitoring in Patients with Heart Failure. A Systematic Review.Diagnostics (Basel, Switzerland) · 2021Review
- Characterization of New Proteomic Biomarker Candidates in Mucopolysaccharidosis Type IVA.International journal of molecular sciences · 2020Article
- The potential prognostic utility of salivary galectin-3 concentrations in heart failure.Clinical research in cardiology : official journal of the German Cardiac Society · 2020Article
- Article
- Salivary Protein Panel to Diagnose Systolic Heart Failure.Biomolecules · 2019Article
- Proteomic Analysis in Morquio A Cells Treated with Immobilized Enzymatic Replacement Therapy on Nanostructured Lipid Systems.International journal of molecular sciences · 2019Article
- Clinical biomarker discovery by SWATH-MS based label-free quantitative proteomics: impact of criteria for identification of differentiators and data normalization method.Journal of translational medicine · 2019Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOver 26 million people suffer from heart failure (HF) globally. Current diagnosis of HF relies on clinical evaluation, blood assays and imaging techniques. Our aim is to develop a diagnostic assay to detect HF in at risk individuals within the community using human saliva as a medium, potentially leading to a simple, safe early warning system.
methodsSaliva samples were collected from healthy controls (n=36) and HF patients (n=75). Salivary proteome profiles were analysed by Sequential Window Acquisition of All Theoretical fragment ion spectra - Mass Spectrometry (SWATH-MS). A total of 738 proteins were quantified and 177 proteins demonstrated significant differences between HF patients and healthy controls. Candidate biomarkers were chosen based on their abundance and difference between the two cohorts. A multi-protein panel was developed using logistic regression analysis. The diagnostic performance of the multi-protein panel was assessed using receiver operative characteristic curves. The candidate proteins were further confirmed, using western blot analysis, and validated technically, using an independent biological cohort.
resultsA group of six proteins were chosen in the discovery phase as potential candidates based on their differences in the abundance between the two cohorts. During the validation phase, two of the proteins were not detected with western blotting and as such were removed. The final panel consists of four proteins with sensitivity of 83.3%, specificity of 62.5% with an area under ROC curve of 0.78 in discriminating healthy controls from NYHA class I/II HF patients, and was validated in a second independent cohort study.
conclusionAnalysis of salivary proteome using SWATH-MS revealed novel HF-specific protein candidates yielding high diagnostic performance. A multi-centre longitudinal clinical trial will be the next step before clinical implementation of this panel.
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