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A novel algorithm for cardiovascular screening using conjunctival microcirculatory parameters and blood biomarkers
Agnes Awuah1, Julie S Moore1, M Andrew Nesbit1
1Biomedical Sciences Research Institute, Ulster University, Cromore Road, Coleraine, BT52 1SA, UK.
Scientific Reports
|April 22, 2022
Summary
A new algorithm combining conjunctival blood vessel analysis and biomarkers shows promise for screening coronary artery disease (CAD). This non-invasive method could aid in early detection of CAD.
Area of Science:
- Ophthalmology
- Cardiology
- Medical Diagnostics
Background:
- Microvascular haemodynamic alterations are linked to coronary artery disease (CAD).
- The conjunctival microcirculation offers a non-invasive assessment method.
- Previous studies have not explored conjunctival microcirculation for CAD identification algorithms.
Purpose of the Study:
- To investigate the utility of conjunctival microcirculation in identifying patients with CAD.
- To develop and evaluate a novel algorithm for CAD screening using conjunctival haemodynamics and biomarkers.
Main Methods:
- A case-control study involving 66 post-myocardial infarction patients and 66 healthy controls.
- Assessment of conjunctival microcirculation haemodynamics using an iPhone and slit lamp imaging tool.
- Analysis of haemodynamic properties with semi-automated software and comparison between groups.
- Integration of conjunctival parameters with biomarkers (N-terminal pro-brain natriuretic peptide, adiponectin).
Main Results:
- The developed algorithm, combining conjunctival blood velocity and biomarkers, achieved an AUROC of 0.967.
- The algorithm demonstrated high sensitivity (93.0%) and specificity (91.5%) for detecting CAD.
- Conjunctival microcirculatory parameters and specific blood biomarkers were significant predictors.
Conclusions:
- A novel algorithm integrating conjunctival haemodynamics and blood biomarkers shows potential as a non-invasive screening tool for CAD.
- This approach could be valuable for early detection, particularly in asymptomatic individuals.
- Further validation is recommended for clinical utility in broader populations.
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