Beyond Imaging Features: Dual-Energy CT Reveals Subtle Differences in High-Risk Plaques Between Stroke and Non-stroke
Zonghui Huang1, Silong Li2, Jiyang He1
1Medical Imaging Center, The Second Affiliated Hospital of Qiqihar Medical University, 64 West Zhonghua Road, Jianhua District, Qiqihar 161000, PR China (Z.H., J.H., H.X., J.W., Y.W., B.H., T.Z.).
Abstract:
RATIONALE AND OBJECTIVES: A critical challenge is identifying why some high-risk plaques cause stroke while others remain quiescent. This study aimed to determine if dual-energy CT (DECT) can detect subtle parametric differences in radiologically similar high-risk plaques that may help predict future acute ischemic stroke (AIS) risk.
Materials And Methods:
This retrospective study enrolled patients with non-stenotic carotid plaques (nsCP), categorized into AIS and non-AIS groups. All patients underwent dual-energy CT angiography. Plaque analysis included conventional parameters-maximum wall thickness (MWT), low-attenuation plaque (LAP, <60 HU) thickness, degree of stenosis, and number of high-risk features (HRF)-as well as spectral parameters derived from DECT, such as virtual monoenergetic image (VMI) attenuation values, Z-effective, spectral curve slope40-140 keV, and iodine concentration. Logistic regression was used to calculate odds ratios (OR), and receiver operating characteristic (ROC) curve analysis was employed to evaluate diagnostic performance.
Results:
A total of 87 patients with 216 plaques were analyzed, including 37 AIS patients with 85 plaques. Conventional plaque analysis showed that each additional HRF increased AIS risk by 54%. Similarly, per 1-mm increase in maximum wall thickness and LAP thickness raised AIS risk by 73% and 62%, respectively, while each 1% increase in the degree of stenosis increased risk by 9%. DECT spectral analysis revealed significantly lower attenuation at 140 keV in AIS-group plaques for both napkin-ring sign (22.1 ± 7.8 vs. 29.6 ± 10.4 HU) and LAP (22.2 ± 8.8 vs. 32.3 ± 12.1 HU). ROC analysis demonstrated optimal diagnostic performance at 140 keV for napkin-ring sign (AUC = 0.723) and LAP (AUC = 0.750), with a cutoff of 33.5 HU for low-attenuation plaque, yielding a specificity of 0.952.
Conclusion:
Subtle differences exist in radiologically similar plaques between AIS and non-AIS patients. DECT parameters can quantify these differences that are beyond conventional imaging morphology. These DECT parameters serve as stroke-associated biomarkers, providing a direction and a foundation for the future development of effective predictive tools and clinical decision-making.
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