Quantitative ultrasound assessment of carotid atherosclerosis in ischemic stroke risk stratification
https://doi.org/10.24835/1607-0771-386
Abstract
Objective. To evaluate the role of quantitative ultrasound parameters of atherosclerotic plaque (ASP) as predictors of the development of the primary composite endpoint in patients with carotid atherosclerosis.
Materials and methods. A total of 675 patients with carotid atherosclerosis with no history of transient ischemic attack or ischemic stroke at the time of inclusion in the study were examined; 48.4% were men, with an average age of 66 [61; 72] years. All patients underwent electrocardiography, echocardiography, carotid arteries duplex ultrasound with assessment of the degree of stenosis according to NASCET and maximum wall thickness (MWT) of plaque with subsequent analysis of ASP images in DICOM format. A computer software (own development) was used to calculate the total area of the ASP and segment the image by grayscale ranges (“blood”, “lipids”, “muscle and fibrous components”, and “calcium”). The observation period was 5 years. The primary composite endpoint was the development of an ischemic event in the carotid territory on the affected side or surgical treatment of carotid stenosis. Differences were considered statistically significant at p < 0.05.
Results. During the follow-up period, 85 patients (12%) achieved primary composite endpoint. This event occurred 3 and 10 times more frequently in patients with Gray-Weale ASP types I and II than in those with types III and IV, respectively. Independent predictors in the five-year risk stratification model for event development included the NASCET stenosis grade, MWT, and the plaque image segmentation parameters excluding the “fibrous component”. Patients were divided into three groups: a “high-risk” group for developing primary composite endpoint (the predicted overall five-year risk (OR) was 30% or more) – 136 patients (21%), a “low-risk” group (less than 15% OR) – 405 patients (64%), and a “medium (intermediate) risk" group (from 15% to 30% OR) – 99 patients (15%). The median values of the degree of stenosis according to NASCET and the MWT were 15 [4; 25]% and 2.5 [2.1; 3.1] mm for the low-risk group, 24 [14; 27]% and 3.0 [2.5; 3.6] mm for the average risk group, and 50 [38; 69]% and 4.3 [3.8; 5.5] mm, respectively (p < 0.0001).
Conclusions. The degree of stenosis according to NASCET, MWT and the results of segmentation of the gray-scale image of the ASP by gray-scale ranges are significant independent predictors of the development of primary composite endpoint in asymptomatic patients with carotid atherosclerosis.
About the Authors
I. N. UmnovRussian Federation
Ivan N. Umnov – Head of the Department of Functional Diagnostics, LLC “European Institute of Family Health”;
physician of ultrasound and functional diagnostics, City Hospital No. 33, St. Petersburg
https://orcid.org/0000-0002-4247-3522
D. A. Chugaev
Russian Federation
Dmitry A.Chugaev – IT specialist, LLC “European Institute of Family Health”, St. Petersburg
https://orcid.org/0009-0002-7159-0821
References
1. GBD 2021 Diseases and Injuries Collaborators Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021. Lancet. 2024; (published online April 17.) https://doi.org/10.1016/S0140-6736(24)00757-8
2. Visseren F., Mach F., Smulders Y. et al. 2021 Guidelines on cardiovascular disease prevention in clinical practice with representatives of the European Scociety of Cardiology and 12 medical societies. Eur. Heart J. 2021; 42 (34): 3227–3337. https://doi:10.1093/eurheartj/ehab484
3. Mazzolai L., Teixido-Tura G., Lanzi S. et al. 2024 ESC Guidelines for the management of peripheral arterial and aortic diseases: Developed by the task force on the management of peripheral arterial and aortic diseases of the European Society of Cardiology (ESC). Eur. Heart. J. 2024; 45 (36): 3538–3700. https://doi.org/:10.1093/eurheartj/ehae179
4. Naylor R., Rantner B., Ancetti S. et al. European society for vascular surgery (ESVS) 2023 Clinical practice Guidelines on the management of atherosclerotic carotid and vertebral artery disease. Eur. J. Vasc. Endovasc. Surg. 2023; 65 (1): 7–111. https://doi:10.1016/j.ejvs.2022.04.011
5. Saba L., Cau R., Murgia A. et al. Carotid plaque-RADS: a novel stroke risk classification system. JACC: Cardiovasc. Imaging. 2024; 17(1): 62–75. https://doi:10.1016/j.jcmg.2023.09.005
6. Lai B., Hobson R., Hammed M. et al. Noninvasive identification of the unstable carotid plaque. Ann. Vasc. Surg. 2006; 20 (2): 167–174. https://doi:10.1007/s10016-006-9000-8
7. Kakkos S., Griffin M., Nicolaides A. et al. The size of juxtaluminal hypoechoic area ultrasound images of asymptomatic carotid plaques predicts the occurrence of stroke. J. Vasc. Surg. 2013; 57 (3): 609–618. https://doi:10.1016/j.jvs.2012.09.045
8. Lang R., Badano L., Mor-Avi V. et al. Recommendations for cardiac chamber quantification by echocardiography in adults: an update from American Society of Echocardiography and the European Association of Cardiovascular Imaging. J. Am. Soc. Echocardiogr. 2015; 28 (1): 1–39. https://doi:10.1016/j.echo.2014.10.003
9. Touboul P., Hennerici M., S. Meairs S. et al. Mannheim carotid intima-media thickness and plaque consensus (2004-2006-2011). An update on behalf of the advisory board of the 3rd, 4th and 5th watching the risk symposia, at the 13th, 15th and 20th European Stroke Conferences, Mannheim, Germany, 2004, Brussels, Belgium, 2006, and Hamburg, Germany, 2011. Cerebrovasc. Dis. 2012; 34: 290–296. https://doi:10.1159/000343145
10. Arning C., Widder B., von Reutern G. et al. Revision of DEGUM ultrasound criteria for grading internal carotid artery stenoses and transfer to NASCET measurement. Ultraschall Med. 2010; 31 (3): 251–257. https://doi:10.1055/s-0029-1245336
11. Lai B., Hobson R., Pappas P., et al. Pixel distribution analysis of B-mode ultrasound scan images predicts histological features of atherosclerotic carotid plaques. J. Vasc. Surg. 2002; 35 (7): 1210–1217. https://doi:10.1067/mva.2002.122888
12. Gray-Weale A., Graham J., Burnett J., et al. Carotid artery atheroma: comparison of preoperative B-mode ultrasound appearance with carotid endarterectomy specimen pathology. J. Cardiovasc. Surg. 1988; 29 (11): 115–123.
13. Nicolaides A., Kakkos S., Kyriacou E., et al. Asymptomatic internal carotid artery stenosis and cerebrovascular risk stratification. J. Vasc. Surg. 2010; 52 (6): 1486–1496. https://doi:10.1016/j.jvs.2010.07.021
14. Reiter M., Bucek R., Effenberger I., et al. Plaque echolucency is not associated with the risk of stroke in carotid stenting. Stroke. 2006; 37 (9): 2378–2380. https://doi:10.1161/01.STR.0000237087.86583.c8
15. Pogorelova O.A., Tripoten M.A., Hamchieva L.Sh., Guchaeva D.A., Kozlov S.G., Shakhnovich R.M., Balakhonova T.V. Echogenicity of atherosclerotic plaque - a criterion for assessing the dynamics and prognosis of cardiovascular diseases. Ultrasound & Functional Diagnostics. 2023; 4: 35–48. https://doi.org/10.24835/1607-0771-2023-4-35-48 (In Russian)
16. Kulcarni P., Lal B., Jreij G., et al. CRESTOMICS: Analyzing carotid plaques in the CREST-2 trial with a new additive classification model. Preprint on arXiv. 2026. https://arxiv.org/abc/2603.04309
Review
For citations:
Umnov I.N., Chugaev D.A. Quantitative ultrasound assessment of carotid atherosclerosis in ischemic stroke risk stratification. Ultrasound & Functional Diagnostics. 2026;32(2):23-34. https://doi.org/10.24835/1607-0771-386
JATS XML









