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Published on: October 10, 2013
Identification and Validation of a Salivary Protein Panel to Detect Heart Failure Early
Xi Zhang1, Terry Walsh1, John J Atherton2
1The School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia.
Insights
Researchers developed a novel saliva test to detect heart failure (HF) using a panel of four proteins. This early warning system shows promise for diagnosing HF in at-risk individuals.
Area of Science:
- Proteomics
- Biomarker Discovery
- Clinical Diagnostics
Background:
- Heart failure (HF) affects over 26 million people globally.
- Current HF diagnosis relies on clinical evaluation, blood tests, and imaging.
- There is a need for simple, safe, community-based early detection methods.
Purpose of the Study:
- To develop a diagnostic assay for heart failure (HF) using human saliva.
- To create an early warning system for HF detection in at-risk individuals.
- To identify novel salivary protein biomarkers for HF.
Main Methods:
- Saliva samples from 75 HF patients and 36 healthy controls were analyzed using SWATH-MS.
- A multi-protein panel was developed using logistic regression and validated.
- Candidate proteins were confirmed using western blot analysis.
Main Results:
- 177 out of 738 quantified salivary proteins showed significant differences between HF patients and controls.
- A four-protein panel demonstrated 83.3% sensitivity and 62.5% specificity for detecting NYHA class I/II HF.
- The panel achieved an area under the ROC curve of 0.78 and was validated in an independent cohort.
Conclusions:
- Salivary proteome analysis via SWATH-MS identified novel HF-specific protein candidates.
- The developed multi-protein panel shows high diagnostic performance for heart failure.
- A multi-center longitudinal clinical trial is planned for further validation before implementation.
Background:
Over 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.
Methods:
Saliva 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.
Results:
A 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.
Conclusion:
Analysis 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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