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Published on: October 22, 2014
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.
Insights
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.
Abstract:
Microvascular haemodynamic alterations are associated with coronary artery disease (CAD). The conjunctival microcirculation can easily be assessed non-invasively. However, the microcirculation of the conjunctiva has not been previously explored in clinical algorithms aimed at identifying patients with CAD. This case-control study involved 66 patients with post-myocardial infarction and 66 gender-matched healthy controls. Haemodynamic properties of the conjunctival microcirculation were assessed with a validated iPhone and slit lamp-based imaging tool. Haemodynamic properties were extracted with semi-automated software and compared between groups. Biomarkers implicated in the development of CAD were assessed in combination with conjunctival microcirculatory parameters. The conjunctival blood vessel parameters and biomarkers were used to derive an algorithm to aid in the screening of patients for CAD. Conjunctival blood velocity measured in combination with the blood biomarkers (N-terminal pro-brain natriuretic peptide and adiponectin) had an area under receiver operator characteristic curve (AUROC) of 0.967, sensitivity 93.0%, specificity 91.5% for CAD. This study demonstrated that the novel algorithm which included a combination of conjunctival blood vessel haemodynamic properties, and blood-based biomarkers could be used as a potential screening tool for CAD and should be validated for potential utility in asymptomatic individuals.
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