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Updated: Jun 23, 2026

A Methodological Approach to Non-invasive Assessments of Vascular Function and Morphology
Published on: February 7, 2015
Relative value of inflammatory, hemostatic, and rheological factors for incident myocardial infarction and stroke:
Ioanna Tzoulaki1, Gordon D Murray, Amanda J Lee
1Wolfson Unit for Prevention of Peripheral Vascular Diseases, Public Health Sciences, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, UK. I.Tzoulaki@sms.ed.ac.uk
Several novel biomarkers predict heart disease and stroke risk, even after accounting for traditional risk factors and subclinical atherosclerosis. However, their added predictive value for cardiovascular disease (CVD) is modest.
Area of Science:
- Cardiovascular epidemiology
- Biomarker research
- Preventive cardiology
Background:
- Cardiovascular disease (CVD) remains a leading cause of mortality worldwide.
- Identifying novel risk factors beyond traditional ones is crucial for improving CVD prediction.
- Subclinical atherosclerosis is an early indicator of CVD risk.
Purpose of the Study:
- To compare the association of 17 biomarkers (inflammation, hemostasis, rheology) with incident heart disease and stroke.
- To assess the incremental predictive ability of these biomarkers.
- To adjust for subclinical atherosclerosis and traditional risk factors.
Main Methods:
- Analysis of the Edinburgh Artery Study cohort (1592 participants, aged 55-74).
- Follow-up for a mean of 17 years, recording 416 cardiovascular events.
- Statistical adjustment for cardiovascular risk factors, prior CVD, and ankle-brachial index.
Main Results:
- Biomarkers including C-reactive protein, interleukin-6, and fibrinogen showed significant hazard ratios for incident CVD.
- These associations remained significant after adjusting for traditional risk factors and subclinical atherosclerosis.
- An incremental score of multiple biomarkers offered some added discrimination for CVD events.
Conclusions:
- Novel risk factors predict CVD independently of conventional factors and asymptomatic disease.
- The incremental predictive utility of these novel biomarkers for cardiovascular disease is modest.
- The clinical applicability of these biomarkers in routine practice requires further investigation.
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