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Updated: Apr 4, 2026

Three-Dimensional Imaging of Aortic Tissues in Atherosclerosis
Published on: October 25, 2024
Three-dimensional dynamic contrast-enhanced MRI for the accurate, extensive quantification of microvascular
Claudia Calcagno1, Mark E Lobatto1,2, Hadrien Dyvorne1
1Department of Radiology, Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Abstract:
Atherosclerotic plaques that cause stroke and myocardial infarction are characterized by increased microvascular permeability and inflammation. Dynamic contrast-enhanced MRI (DCE-MRI) has been proposed as a method to quantify vessel wall microvascular permeability in vivo. Until now, most DCE-MRI studies of atherosclerosis have been limited to two-dimensional (2D) multi-slice imaging. Although providing the high spatial resolution required to image the arterial vessel wall, these approaches do not allow the quantification of plaque permeability with extensive anatomical coverage, an essential feature when imaging heterogeneous diseases, such as atherosclerosis. To our knowledge, we present the first systematic evaluation of three-dimensional (3D), high-resolution, DCE-MRI for the extensive quantification of plaque permeability along an entire vascular bed, with validation in atherosclerotic rabbits. We compare two acquisitions: 3D turbo field echo (TFE) with motion-sensitized-driven equilibrium (MSDE) preparation and 3D turbo spin echo (TSE). We find 3D TFE DCE-MRI to be superior to 3D TSE DCE-MRI in terms of temporal stability metrics. Both sequences show good intra- and inter-observer reliability, and significant correlation with ex vivo permeability measurements by Evans Blue near-infrared fluorescence (NIRF). In addition, we explore the feasibility of using compressed sensing to accelerate 3D DCE-MRI of atherosclerosis, to improve its temporal resolution and therefore the accuracy of permeability quantification. Using retrospective under-sampling and reconstructions, we show that compressed sensing alone may allow the acceleration of 3D DCE-MRI by up to four-fold. We anticipate that the development of high-spatial-resolution 3D DCE-MRI with prospective compressed sensing acceleration may allow for the more accurate and extensive quantification of atherosclerotic plaque permeability along an entire vascular bed. We foresee that this approach may allow for the comprehensive and accurate evaluation of plaque permeability in patients, and may be a useful tool to assess the therapeutic response to approved and novel drugs for cardiovascular disease.
Insights
Three-dimensional (3D) dynamic contrast-enhanced MRI (DCE-MRI) offers extensive plaque permeability quantification in atherosclerosis. This advanced imaging technique shows promise for evaluating cardiovascular disease and drug responses.
Area of Science:
- Cardiovascular Imaging
- Biomedical Engineering
- Radiology
Background:
- Atherosclerotic plaques, linked to stroke and heart attack, exhibit increased microvascular permeability and inflammation.
- Dynamic contrast-enhanced MRI (DCE-MRI) quantifies in vivo vessel wall microvascular permeability.
- Current 2D DCE-MRI methods lack extensive anatomical coverage for heterogeneous diseases like atherosclerosis.
Purpose of the Study:
- To systematically evaluate high-resolution, three-dimensional (3D) DCE-MRI for extensive plaque permeability quantification.
- To compare 3D turbo field echo (TFE) and 3D turbo spin echo (TSE) DCE-MRI acquisition techniques.
- To explore compressed sensing for accelerating 3D DCE-MRI in atherosclerosis.
Main Methods:
- Systematic evaluation of 3D DCE-MRI in atherosclerotic rabbits.
- Comparison of 3D TFE (with MSDE preparation) and 3D TSE sequences.
- Validation against ex vivo Evans Blue near-infrared fluorescence (NIRF) permeability measurements.
- Exploration of compressed sensing for accelerated 3D DCE-MRI acquisition.
Main Results:
- 3D TFE DCE-MRI demonstrated superior temporal stability compared to 3D TSE DCE-MRI.
- Both sequences exhibited good intra- and inter-observer reliability.
- Significant correlation was found between DCE-MRI and ex vivo permeability measurements.
- Compressed sensing showed potential for up to four-fold acceleration of 3D DCE-MRI.
Conclusions:
- High-resolution 3D DCE-MRI enables extensive quantification of atherosclerotic plaque permeability.
- Compressed sensing can accelerate 3D DCE-MRI, improving temporal resolution and accuracy.
- This advanced imaging approach may enhance patient evaluation and assess therapeutic responses in cardiovascular disease.

