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A Method to Study the Correlation Between Local Collagen Structure and Mechanical Properties of Atherosclerotic Plaque Fibrous Tissue
Published on: November 11, 2022
A parametric study of the effect of 3D plaque shape on local hemodynamics and implications for plaque instability
Shaolie S Hossain1,2, Michael J Johnson3, Thomas J R Hughes3
1Molecular Cardiology Research Laboratories, The Texas Heart Institute, 6770 Bertner Avenue, Houston, TX, 77030, USA. shossain@texasheart.org.
Insights
Detecting vulnerable plaques before rupture is crucial for preventing heart attacks. This study developed a computational workflow to analyze how 3D plaque shape impacts blood flow and instability, identifying specific plaque types with higher rupture risk.
Area of Science:
- Cardiovascular Research
- Biomedical Engineering
- Computational Fluid Dynamics
Background:
- Heart attacks often result from vulnerable plaque rupture, leading to coronary artery blockage.
- Detecting these unstable plaques noninvasively before rupture is a significant clinical challenge.
- Hemodynamic factors like wall shear stress (WSS) and inflammation influence plaque instability.
Purpose of the Study:
- To develop a computational workflow for studying the impact of 3D plaque geometry on hemodynamics and plaque instability.
- To enable comprehensive parametric analysis of plaque shape effects on cardiovascular events.
- To identify potential noninvasive markers for vulnerable plaque detection.
Main Methods:
- Created parameterized 3D plaque models within patient-specific coronary arteries using NURBS.
- Simulated blood flow using Navier-Stokes solver within an isogeometric finite-element analysis framework.
- Quantified near-wall hemodynamics (WSS, WSSG) and estimated VCAM-1 distribution.
Main Results:
- Proximal eccentric plaques showed the most vulnerable combination of high WSS and positive WSSG.
- The presence of multiple lesions was associated with increased rupture risk.
- Computational tool linked specific geometric features to hemodynamic instability.
Conclusions:
- The developed computational workflow can analyze 3D plaque shape effects on hemodynamics and instability.
- Specific plaque morphologies, like proximally skewed eccentric plaques, are identified as high-risk.
- This approach could lead to noninvasive methods for detecting vulnerable plaques, aiding in heart attack prevention.
Abstract:
The vast majority of heart attacks occur when vulnerable plaques rupture, releasing their lipid content into the blood stream leading to thrombus formation and blockage of a coronary artery. Detection of these unstable plaques before they rupture remains a challenge. Hemodynamic features including wall shear stress (WSS) and wall shear stress gradient (WSSG) near the vulnerable plaque and local inflammation are known to affect plaque instability. In this work, a computational workflow has been developed to enable a comprehensive parametric study detailing the effects of 3D plaque shape on local hemodynamics and their implications for plaque instability. Parameterized geometric 3D plaque models are created within a patient-specific coronary artery tree using a NURBS (non-uniform rational B-splines)-based vascular modeling pipeline. Realistic blood flow features are simulated by using a Navier-Stokes solver within an isogeometric finite-element analysis framework. Near wall hemodynamic quantities such as WSS and WSSG are quantified, and vascular distribution of an inflammatory marker (VCAM-1) is estimated. Results show that proximally skewed eccentric plaques have the most vulnerable combination of high WSS and high positive spatial WSSG, and the presence of multiple lesions increases risk of rupture. The computational tool developed in this work, in conjunction with clinical data, -could help identify surrogate markers of plaque instability, potentially leading to a noninvasive clinical procedure for the detection of vulnerable plaques before rupture.
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