Intraluminal thrombus, intraplaque hemorrhage, plaque thickness, and current smoking optimally predict carotid stroke
J Scott McNally1, Michael S McLaughlin2, Peter J Hinckley2
1From the Utah Center for Advanced Imaging Research, Department of Radiology (J.S.M., M.S.M., P.J.H., S.M.T., D.L.P., G.S.T.), Study Design and Biostatistics Center, Department of Orthopedics (G.J.S.), and Department of Surgery (G.S.T.), University of Utah, Salt Lake City; and Department of Surgery, VA Salt Lake City Health Care System, UT (G.S.T.). scott.mcnally@hsc.utah.edu.
Insights
Intraplaque hemorrhage (IPH) significantly improves prediction of carotid-source stroke when combined with thrombus, plaque thickness, and smoking. This finding enhances stroke risk assessment beyond traditional markers like stenosis.
Area of Science:
- Neurology
- Cardiovascular Imaging
- Radiology
Background:
- Intraplaque hemorrhage (IPH) is linked to acute and future stroke events.
- IPH is associated with established stroke risk markers such as stenosis, plaque thickness, and ulceration.
- The incremental predictive value of IPH over these markers for stroke risk remains unclear.
Purpose of the Study:
- To evaluate if intraplaque hemorrhage (IPH) enhances the prediction of stroke originating from carotid arteries.
- To determine the independent contribution of IPH to carotid-source stroke risk.
Main Methods:
- Retrospective analysis of 726 carotid-brain MRI pairs from patients undergoing stroke workup.
- Carotid imaging assessed for stenosis, plaque thickness, ulceration, intraluminal thrombus, and IPH.
- Multivariable logistic regression and ROC analysis identified key stroke predictors.
Main Results:
- Intraluminal thrombus (OR=103.6), IPH (OR=25.2), current smoking (OR=2.78), and plaque thickness (OR=1.24) were significant predictors of carotid-source stroke.
- The model including IPH demonstrated superior discriminatory value (AUC=0.862) compared to models without IPH (AUC=0.814) or using stenosis alone (AUC=0.770).
Conclusions:
- Intraluminal thrombus, intraplaque hemorrhage (IPH), plaque thickness, and smoking history are optimal predictors for discriminating carotid-source stroke.
- Ulceration and stenosis alone did not significantly improve stroke prediction in the final model.
Background And Purpose:
Intraplaque hemorrhage (IPH) is associated with acute and future stroke. IPH is also associated with lumen markers of stroke risk including stenosis, plaque thickness, and ulceration. Whether IPH adds further predictive value to these other variables is unknown. The purpose of this study was to determine whether IPH improves carotid-source stroke prediction.
Methods:
In this retrospective cross-sectional study, patients undergoing stroke workup were imaged with MRI and IPH detection. Seven hundred twenty-six carotid-brain image pairs were analyzed after excluding vessels with noncarotid plaque stroke sources (420) and occlusions (7) or near-occlusions (3). Carotid imaging characteristics were recorded, including percent diameter and mm stenosis, plaque thickness, ulceration, intraluminal thrombus, and IPH. Clinical confounders were recorded, and a multivariable logistic regression model was fitted. Backward elimination was used to determine essential carotid-source stroke predictors with a threshold 2-sided P<0.10. Receiver operating characteristic analysis was performed to determine discriminatory value.
Results:
Significant predictors of carotid-source stroke included intraluminal thrombus (odds ratio=103.6; P<0.001), IPH (odds ratio=25.2; P<0.001), current smoking (odds ratio=2.78; P=0.004), and thickness (odds ratio=1.24; P=0.020). The final model discriminatory value was excellent (area under the curve=0.862). This was significantly higher than the final model without IPH (area under the curve=0.814), or models using only stenosis as a continuous variable (area under the curve=0.770) or cutoffs of 50% and 70% (area under the curve=0.669), P<0.001.
Conclusions:
After excluding patients with noncarotid plaque stroke sources, optimal discrimination of carotid-source stroke was obtained with intraluminal thrombus, IPH, plaque thickness, and smoking history but not ulceration and stenosis.
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