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.

Stroke
|November 20, 2014
PubMed

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.
Abstract

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