Natural History of Carotid Atherosclerosis in Relation to the Hemodynamic Environment

Author:

Sakellarios Antonis I.1,Bizopoulos Paschalis1,Papafaklis Michail I.234ORCID,Athanasiou Lambros145,Exarchos Themis16,Bourantas Christos V.7,Naka Katerina K.23,Patterson Andrew J.8,Young Victoria E. L.8,Gillard Jonathan H.8,Parodi Oberdan9,Michalis Lampros K.23,Fotiadis Dimitrios I.16

Affiliation:

1. Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science, University of Ioannina, Ioannina, Greece

2. Michailideion Cardiac Center, Medical School, University of Ioannina, Ioannina, Greece

3. Second Department of Cardiology, Medical School, University of Ioannina, Ioannina, Greece

4. Institute for Medical Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA

5. Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA

6. Department of Biomedical Research Institute, Institute of Molecular Biology and Biotechnology, FORTH, University Campus of Ioannina, Ioannina, Greece

7. Department of Cardiovascular Sciences, University College London, London, United Kingdom

8. Department of Radiology, University of Cambridge, Cambridge, United Kingdom

9. Institute of Clinical Physiology, National Research Council, Pisa, Italy

Abstract

Carotid atherosclerosis may lead to devastating clinical outcomes such as stroke. Data on the value of local factors in predicting progression in carotid atherosclerosis are limited. Our aim was to investigate the association of local endothelial shear stress (ESS) and low-density lipoprotein (LDL) accumulation with the natural history of atherosclerotic disease using a series of 3 time points of human magnetic resonance data. Three-dimensional lumen/wall reconstruction was performed in 12 carotids, and blood flow and LDL mass transport modeling were performed. Our results showed that an increase in plaque thickness and a decrease in lumen size were associated with low ESS and high LDL accumulation in the arterial wall. Low ESS (odds ratio [OR]: 2.99; 95% confidence interval [CI]: 2.31-3.88; P < .001 vs higher ESS) and high LDL concentration (OR: 3.26; 95% CI: 2.44-4.36; P < .001 vs higher LDL concentration) were significantly associated with substantial local plaque growth. Low ESS and high LDL accumulation both presented a diagnostic accuracy of 67% for predicting plaque growth regions. Modeling of blood flow and LDL mass transport show promise in predicting progression of carotid atherosclerosis.

Publisher

SAGE Publications

Subject

Cardiology and Cardiovascular Medicine

Cited by 20 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Geometric consistency among atherosclerotic plaques in carotid arteries evaluated by multidimensional parameters;Heliyon;2024-09

2. Software that combines deep learning, 3D reconstruction and CFD to analyze the state of carotid arteries from ultrasound imaging;Technology and Health Care;2024-07-12

3. Computational modeling of low‐density lipoprotein accumulation at the carotid artery bifurcation after stenting;International Journal for Numerical Methods in Biomedical Engineering;2023-09-20

4. A Machine Learning Model for the prediction of the progression of carotid arterial stenoses;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

5. MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study;2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI);2022-09-27

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3