Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/22885
Title: Dynamic carotid plaque imaging using ultrasonography
Authors: Giannopoulos, Argyrios A. 
Kyriacou, Efthyvoulos C. 
Griffin, Maura 
Pattichis, Constantinos S. 
Michael, Joanna 
Richards, Toby 
Geroulakos, George 
Nicolaides, Andrew N. 
Major Field of Science: Engineering and Technology;Medical and Health Sciences
Field Category: Computer and Information Sciences;Clinical Medicine
Keywords: Atherosclerotic carotid plaque;Concordant;Discordant;Motion analysis;Ultrasound
Issue Date: May-2021
Source: Journal of Vascular Surgery, 2021, vol. 73, no. 5, pp. 1630-1638
Volume: 73
Issue: 5
Start page: 1630
End page: 1638
Journal: Journal of Vascular Surgery 
Abstract: Objective Dynamic image analysis of carotid plaques has demonstrated that during systole and early diastole, all plaque components will move in the same direction (concordant motion) in some plaques. However, in others, different parts of the plaque will move in different directions (discordant motion). The aim of our study was (1) to determine the prevalence of discordant motion in symptomatic and asymptomatic plaques, (2) to develop a measurement of the severity of discordant motion, and (3) to determine the correlation between the severity of discordant motion and symptom prevalence. Methods A total of 200 patients with 204 plaques resulting in 50% to 99% stenosis (112 asymptomatic and 92 symptomatic plaques) had video recordings available of the plaque motion during 10 cardiac cycles. Video tracking was performed using Farneback's method, which relies on frame comparisons. In our study, these were performed at 0.1-second intervals. The maximum angular spread (MAS) of the motion vectors at 10-pixel intervals in the plaque area was measured in degrees. Plaques were classified as concordant (MAS, <70°), moderately discordant (MAS, 70°-120°), and discordant (MAS, >120°). Results Motion was discordant in 89.1% of the symptomatic plaques but only in 17.9% of asymptomatic plaques (P < .001). The prevalence of symptoms increased with increasing MAS. For a MAS >120°, the hazard ratio for the presence of symptoms was 47.7 (95% confidence interval, 18.1-125.6) compared with the rest of the plaques after adjustment for the degree of stenosis and mean pixel motion. The area under the receiver operating characteristic curve for the prediction of the presence of symptoms using the MAS was 0.876 (95% confidence interval, 0.823-0.929). The use of the median MAS (120°) as a cutoff point classified 86% of the plaques correctly (sensitivity, 81.4%; specificity, 91.2%; positive predictive value, 90.2%; and negative predictive value, 83.0%). Conclusions The use of the MAS value to identify asymptomatic plaques at increased risk of developing symptoms and, in particular, stroke should be tested in prospective studies.
URI: https://hdl.handle.net/20.500.14279/22885
ISSN: 07415214
DOI: 10.1016/j.jvs.2020.10.021
Rights: © Elsevier
Type: Article
Affiliation : Cyprus University of Technology 
Imperial College London 
University College London Hospital 
Frederick University 
Vascular Screening and Diagnostic Centre 
University of Cyprus 
University of Western Australia 
National and Kapodistrian University of Athens 
University of Nicosia 
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