Huiyu Qiao1, Ying Cai2, Qiang Zhang1, Lingyun Huang3, Manwei Huang4, Chun Yuan1,5, and Xihai Zhao1
1Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University, Beijing, China, 2Department of Radiology, Taizhou People's Hospital, Taizhou, China, 3Clinical Sites Research Program, Philips Research China, Shanghai, China, 4Department of Ultrasound, China Meitan General Hospital, Beijing, China, 5Department of Radiology, University of Washington, Seattle, WA, United States
Synopsis
The size of carotid atherosclerotic plaques is associated with ischemic cerebrovascular
events. Both 3D MR vessel wall imaging and 2D ultrasound can measure carotid
plaques. To improve the work flow of screening for subclinical carotid
atherosclerosis, this study sought to compare the quantitative measurements of
carotid plaque between 3D MR and 2D ultrasound imaging. Excellent agreement was
found between MR and ultrasound imaging in measuring carotid artery maximum
wall thickness. Although there was moderate to strong correlation between MR
and ultrasound imaging, the plaque area measured by MR imaging was more than
two folds than that measured by ultrasound imaging.
Introduction
Increasing evidences have shown that carotid atherosclerotic plaque
burden characterized by wall thickness or area is associated with plaque
vulnerability
1 and subsequent cerebrovascular events, such as
ischemic stroke and transient ischemia attack.
2,3 Therefore, it is
important to accurately assess carotid plaque size prior to occurrence of
events. Ultrasound imaging is considered to be the first-line screening tool
for carotid plaques. However, it has poor inter-operator reproducibility due to
variations in experience and scanning plane. Despite the capability of
accurately characterizing plaque morphology,
4 magnetic resonance
(MR) vessel wall imaging is not an ideal modality for screening due to high
cost. To improve the work flow of screening for subclinical carotid
atherosclerosis,
this study sought to compare the quantitative measurements of
carotid plaque between MR and ultrasound imaging.
Methods
Study sample: Forty-four arteries
with atherosclerotic plaque from 31 asymptomatic subjects (mean age, 73.0 ± 6.2 years; 21 males) who underwent MR and
ultrasound imaging for carotid arteries were included in this study. MR
Imaging: Carotid arteries were imaged on 3.0T MR scanner
(Achieva TX, Philips Healthcare) with custom-designed 36-channel cerebrovascular
coil. A 3D T2-VISTA sequence was acquired coronally with the following
parameters: TSE, TR/TE 2500/275 ms; field of view 250×160×45 mm3,
and spatial resolution 0.8×0.8×0.8 mm3. Ulrasound Imaging:
B-mode and color Doppler ultrasound imaging were performed for all carotid
arteries on a Philips iU22 ultrasound system with the L9-3 linear array
transducer. The carotid plaque thickness and area were measured from the
longitudinal and cross-sectional views of the plaques. Image Analysis:
All MR images were reviewed by two radiologists with >3 years’ experience in
cardiovascular MR imaging using a custom designed software. Each artery was
divided into common carotid artery (CCA) and internal carotid
artery (ICA) segments. The boundaries of lumen and outer wall were outlined
semi-automatically and adjusted on the cross-sectional view of each carotid
segment which is perpendicular to the centerline of carotid artery. Boundaries
and auto-calculated wall thickness (WT) information of each slice were recorded
in eXtensible Markup Language (XML) files. All the files were loaded into MATLAB.
The plaque area was measured at the slice with the maximum WT (Max WT) across
all slices of each carotid segment. Plaque area was defined as the area of the
region (the red area in Figure 1) from Max WT to a threshold of WT, such as 1.5
mm, 1.6 mm, 1.7 mm, 1.8 mm, 1.9 mm and 2.0 mm. All ultrasound images were
reviewed to measure plaque thickness and area manually by a sonographer with 25
years’ experience in carotid imaging. Statistical Analysis: The
Max WT and plaque area were compared between 3D MR and ultrasound imaging using
paired t test. Spearman correlation was conducted to evaluate the agreement of
plaque measurements between 3D MR and ultrasound imaging. Bland-Altman analysis
was performed to determine the differences in measuring the Max WT between MR
and ultrasound imaging.Results
The Max WT of plaque measured by MR imaging was significantly greater
than that measured by ultrasound (3.2 ± 1.1 mm vs. 2.6 ± 0.7 mm, p<0.001). Significant
correlation was found between Max WT measured by MR and ultrasound (r=0.7, p<0.001, Figure 2). The mean area of
all 44 plaques measured by ultrasound was 16.8 ± 13.3 mm2. In
contrast, the plaque areas measured by MR imaging were significantly larger
than those measured by ultrasound using WT threshold from 1.5 mm to 2.0 mm (all
p <0.001, Table 1). The correlation coefficients of between plaque area
measured by MR and ultrasound increased from 0.486 to 0.658 with the WT
threshold from 1.5mm to 2.0mm (all p ≤0.001, Table 1). Discussion and Conclusion
Excellent agreement
was found between 3D MR and ultrasound imaging in measuring maximum wall
thickness of carotid plaques. Although there was moderate to strong correlation
between MR and ultrasound imaging, the plaque area measured by MR imaging was
more than two folds than that measured by ultrasound imaging. The differences in
plaque size measurement between MR and ultrasound imaging might be due to the methodology
of assessment. On 3D MR imaging, the wall thickness and plaque area were
derived from the whole layers of vessel wall from intima to adventitia. In
contrast, ultrasound imaging can only confidently delineate intima and media of
arteries. In addition, the plaque size measured by 2D ultrasound is heavily
dependent on the orientation of the scan by sonographer. Recently, 3D
ultrasound imaging has been utilized to assess carotid plaques which may enable
more accurate quantitative assessment.
5,6Acknowledgements
No acknowledgement found.References
- Zhao X, Underhill HR, Zhao Q, et al.
Discriminating carotid atherosclerotic lesion severity by luminal stenosis and
plaque burden: a comparison utilizing high-resolution magnetic resonance
imaging at 3.0 Tesla. Stroke. 2011;42:347-353.
-
Parmar JP, Rogers WJ, Mugler JR, et al.
Magnetic resonance imaging of carotid atherosclerotic plaque in clinically
suspected acute transient ischemic attack and acute ischemic stroke.
Circulation. 2010;122:2031-2038.
-
Gupta A, Baradaran H, Schweitzer AD, et al.
Carotid plaque MRI and stroke risk: a systematic review and meta-analysis.
Stroke. 2013;44:3071-3077.
-
Saam T, Ferguson MS, Yarnykh VL, et al.
Quantitative evaluation of carotid plaque composition by in vivo MRI. Arterioscler
Thromb Vasc Biol. 2005;25:234-239.
- Chiu B, Egger M, Spence JD, et al. Quantification of
carotid vessel wall and plaque thickness change using 3D ultrasound images. Med
Phys. 2008;35:3691-3710.
- Yamaguchi M, Sasaki M, Ohba H, et al. Quantitative
assessment of changes in carotid plaques during cilostazol administration using
three-dimensional ultrasonography and non-gated magnetic resonance plaque
imaging. Neuroradiology. 2012;54:939-945.