Carotid Plaque Characterization Using Dual-Energy Computed Tomography: Predicting Imminent Ipsilateral Ischemic
Kampon Yuenyongsinchai1,2, Can Ozan Tan1,3, Justin Vranic1
1Department of Radiology Massachusetts General Hospital and Harvard Medical School Boston MA.
Dual-energy computed tomography (DECT) reveals carotid plaque characteristics that predict stroke risk. DECT imaging can help identify vulnerable plaques and guide clinical decisions for patients at risk of ischemic stroke.
Area of Science:
- Radiology
- Neurology
- Cardiovascular Medicine
Background:
- Current clinical guidelines lack plaque imaging criteria for carotid endarterectomy decisions.
- Noninvasive imaging of carotid plaque morphology has advanced but isn't clinically applied for surgical risk assessment.
Purpose of the Study:
- To assess dual-energy computed tomography (DECT) plaque characteristics for differentiating stable from unstable carotid plaques.
- To evaluate DECT's ability to predict ipsilateral ischemic stroke within 30 days.
Main Methods:
- Retrospective case-controlled study of 1185 neck CT angiograms.
- Identified 14 patients with acute ischemic stroke due to plaque rupture and 42 matched controls.
- Developed and validated a predictive model using logistic regression.
Main Results:
- Plaque thickness, stenosis, ulceration, and intraplaque hemorrhage were associated with stroke risk.
- Patent luminal diameter and maximal external diameter showed inverse association.
- The predictive model achieved 82% overall accuracy, with high specificity (84%) and NPV (90%).
Conclusions:
- DECT imaging features of carotid plaque can predict subsequent ipsilateral ischemic stroke.
- DECT may assist in managing patients with vulnerable carotid plaques.
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