Determining carotid plaque vulnerability using ultrasound center frequency shifts

Atherosclerosis. 2016 Mar:246:293-300. doi: 10.1016/j.atherosclerosis.2016.01.019. Epub 2016 Jan 15.

Abstract

Background: The leading cause of morbidity and mortality worldwide is atherosclerotic cardiovascular disease, most commonly caused by rupture of a high-risk plaque and subsequent thrombosis resulting in stroke, myocardial infarction or sudden death depending on the affected arterial territory. Accurate, non-invasive methods to identify such lesions known as vulnerable or high-risk plaques are currently sub-optimal. Our aim was to validate a new non-invasive ultrasound method to identify high-risk carotid plaques.

Methods: We evaluated a new method based on the center frequency shift (CFS) of the ultrasound radio frequency data obtained from carotid plaques compared to a reference phantom. We evaluated the method both ex vivo, on 157 sections from 18 plaques, and in vivo, in 39 patients 1-day prior to carotid plaque removal, and correlated the data with histology.

Results: The CFS correlated with a plaque vulnerability index based on histological areas stained for lipids, macrophages, hemorrhage, smooth muscle cells and collagen (r = -0.726, P = 1.7 × 10(-8)). Plaques with CFS below median had larger cores, more macrophages and were less rich in collagen in agreement with the definition of rupture-prone plaques. The accuracy to detect plaques with high vulnerability index was 78% (confidence interval (CI) 61-89%), with sensitivity 77% (CI 61-89%) and specificity 78% (CI 62-89%).

Conclusions: Our method is the first to characterize atherosclerotic plaque components that affect plaque vulnerability using CFS.

Keywords: Atherosclerosis; Imaging; Ultrasound; Vulnerable plaque.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Aged
  • Aged, 80 and over
  • Carotid Arteries / chemistry
  • Carotid Arteries / diagnostic imaging*
  • Carotid Arteries / pathology
  • Carotid Stenosis / complications
  • Carotid Stenosis / diagnostic imaging*
  • Carotid Stenosis / metabolism
  • Collagen / analysis
  • Fibrosis
  • Humans
  • Image Processing, Computer-Assisted
  • Ischemic Attack, Transient / etiology
  • Lipids / analysis
  • Male
  • Middle Aged
  • Phantoms, Imaging
  • Plaque, Atherosclerotic*
  • Predictive Value of Tests
  • Reproducibility of Results
  • Risk Factors
  • Rupture, Spontaneous
  • Severity of Illness Index
  • Stroke / etiology
  • Ultrasonography / instrumentation
  • Ultrasonography / methods*

Substances

  • Lipids
  • Collagen