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Updated: Aug 8, 2026

Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery
Published on: December 6, 2024
Relationship between cardiovascular risk factors and atherosclerotic disease burden measured by intravascular
Stephen J Nicholls1, E Murat Tuzcu, Tim Crowe
1Department of Cardiovascular Medicine, The Cleveland Clinic Foundation, Cleveland, Ohio 44195, USA.
Insights
Diabetes, male gender, and prior revascularization strongly predict coronary atherosclerotic plaque burden. Many traditional risk factors did not correlate with disease severity, indicating distinct mechanisms for plaque accumulation and stenosis.
Area of Science:
- Cardiovascular Medicine
- Interventional Cardiology
- Diagnostic Imaging
Background:
- Limited data correlate cardiovascular risk factors with quantitative atheroma burden.
- Understanding these correlations is crucial for managing coronary artery disease (CAD).
Purpose of the Study:
- To investigate the relationship between established cardiovascular risk factors and the extent of coronary atherosclerotic plaque.
- To identify predictors of atheroma volume in patients with CAD.
Main Methods:
- Utilized quantitative coronary angiography and intravascular ultrasound (IVUS) in 654 patients.
- Measured plaque areas to compute atheroma volume and assessed abnormal intimal thickness.
- Collected data on various cardiovascular risk factors.
Main Results:
- Diabetes, male gender, and prior revascularization were strong predictors of increased atheroma volume.
- History of stroke, non-Caucasian race, and smoking also remained significant predictors.
- Low-density lipoprotein and C-reactive protein did not predict disease burden.
Conclusions:
- Male gender, diabetes, and prior revascularization independently predict atherosclerotic burden in CAD patients.
- Risk factors differentially impact atheroma accumulation versus angiographic stenosis severity.
- Suggests distinct pathophysiological pathways for plaque buildup and narrowing.
Objectives:
The goal of this study was to determine the relationship between established cardiovascular risk factors and the extent of coronary atherosclerotic plaque.
Background:
Few data exist correlating cardiovascular risk factors with volumetric measurements of coronary atheroma burden in patients with coronary artery disease.
Methods:
Clinical characteristics, quantitative coronary angiography, and intravascular ultrasound (IVUS) were evaluated in subjects enrolled in a study comparing atorvastatin and pravastatin. Plaque areas were measured at 1-mm intervals to compute atheroma volume. The percent of cross sections with an abnormal intimal thickness (>0.5 mm) was determined. Data on cardiovascular risk factors were collected.
Results:
In 654 subjects, atheroma volume averaged 174.5 mm3 and percent atheroma volume 38.9%. Atherosclerosis was present in 81.2% of 25,897 cross sections. In univariate analysis, there was a strong association between diabetes, male gender, and a history of either prior revascularization or stroke with percent atheroma volume. Hypertension or prior myocardial infarction was also predictive of more severe disease. Low-density lipoprotein and C-reactive protein were not significant predictors of greater disease burden. In multivariate analysis, diabetes, male gender, and a history of a prior interventional procedure remained strong predictors of increased atheroma volume. History of stroke, non-Caucasian race, and smoking status remained significant. Although multiple measures of IVUS disease burden were worse in subjects with diabetes, angiographic stenosis severity was not different.
Conclusions:
Male gender, diabetes, and a history of prior revascularization are strong independent predictors of atherosclerotic burden in coronary disease patients. Many risk factors did not predict angiographic disease severity, suggesting different mechanisms drive stenosis development and atheroma accumulation.
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