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Jiang X, Ge W, Huang H, Li Y, Liu X, Pang H, He R, Wang H, Zhu Z, He P, Wang Y, Ma X, Ren A, Shen B, Wang M. Arterial stiffness in subclinical atherosclerosis quantified with ultrafast pulse wave velocity measurements: a comparison with a healthy population using propensity score matching. Ultrasonography 2024; 43:263-271. [PMID: 38960742 PMCID: PMC11222132 DOI: 10.14366/usg.24045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 07/05/2024] Open
Abstract
PURPOSE This study aimed to evaluate changes in ultrafast pulse wave velocity (ufPWV) in individuals with arterial stiffness and subclinical atherosclerosis (subAS), and to provide cutoff values. METHODS This retrospective study recruited 231 participants, including 67 patients with subAS. The pulse wave velocity was measured at the beginning and end of systole (PWV-BS and PWVES, respectively) using ultrafast ultrasonography to assess arterial stiffness. The right and left common carotid arteries were measured separately, and laboratory metabolic parameters were also collected. Participants were balanced between groups using propensity score matching (PSM) at a 1:1 ratio, adjusting for age, sex, and waist-to-hip ratio as potential confounders. Cutoff values of ufPWV for monitoring subAS were determined via receiver operating characteristic (ROC) curve analysis. RESULTS PWV-ES, unlike PWV-BS, was higher in the subAS subgroup than in the subAS-free group after PSM (all P<0.05). For each 1 m/s increase in left, right, and bilateral mean PWV-ES, the risk of subAS increased by 23% (95% confidence interval [CI], 1.04 to 1.46), 26% (95% CI, 1.07 to 1.52), and 38% (95% CI, 1.12 to 1.72), respectively. According to ROC analyses, predictive potential was found for left PWV-ES (cutoff value=7.910 m/s, P=0.002), right PWV-ES (cutoff value=6.615 m/s, P=0.003), and bilateral mean PWV-ES (cutoff value=7.415 m/s, P<0.001), but not for PWV-BS (all P>0.05). CONCLUSION PWV-ES measured using ultrafast ultrasonography was significantly higher in individuals with subAS than in those without. Specific PWV-ES cutoff values showed potential for predicting an increased risk of subAS.
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Affiliation(s)
- Xuezhong Jiang
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Weiming Ge
- Department of Geriatric Medicine, Jiangsu Province Official Hospital, Nanjing, China
| | - Hui Huang
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Yating Li
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Xiaojing Liu
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Huiyan Pang
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Rui He
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Hui Wang
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Zhengqiu Zhu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Ping He
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Yinping Wang
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Xuehui Ma
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Airong Ren
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
| | - Bixiao Shen
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Meijuan Wang
- Department of Ultrasound, Jiangsu Province Official Hospital, Nanjing, China
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Kemper P, Karageorgos GM, Fodera D, Lee N, Meshram N, Weber RA, Nauleau P, Mobadersany N, Kwon N, Myers K, Konofagou EE. Pulse wave and vector flow Imaging for atherosclerotic disease progression in hypercholesterolemic swine. Sci Rep 2023; 13:6305. [PMID: 37072435 PMCID: PMC10113229 DOI: 10.1038/s41598-023-32358-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 03/27/2023] [Indexed: 05/03/2023] Open
Abstract
Non-invasive monitoring of atherosclerosis remains challenging. Pulse Wave Imaging (PWI) is a non-invasive technique to measure the local stiffness at diastolic and end-systolic pressures and quantify the hemodynamics. The objective of this study is twofold, namely (1) to investigate the capability of (adaptive) PWI to assess progressive change in local stiffness and homogeneity of the carotid in a high-cholesterol swine model and (2) to assess the ability of PWI to monitor the change in hemodynamics and a corresponding change in stiffness. Nine (n=9) hypercholesterolemic swine were included in this study and followed for up to 9 months. A ligation in the left carotid was used to cause a hemodynamic disturbance. The carotids with detectable hemodynamic disturbance showed a reduction in wall shear stress immediately after ligation (2.12 ± 0.49 to 0.98 ± 0.47 Pa for 40-90% ligation (Group B) and 1.82 ± 0.25 to 0.49 ± 0.46 Pa for >90% ligation (Group C)). Histology revealed subsequent lesion formation after 8-9 months, and the type of lesion formation was dependent on the type of the induced ligation, with more complex plaques observed in the carotids with a more significant ligation (C: >90%). The compliance progression appears differed for groups B and C, with an increase in compliance to 2.09 ± 2.90×10-10 m2 Pa-1 for group C whereas the compliance of group B remained low at 8 months (0.95 ± 0.94×10-10 m2 Pa-1). In summary, PWI appeared capable of monitoring a change in wall shear stress and separating two distinct progression pathways resulting in distinct compliances.
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Affiliation(s)
- Paul Kemper
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA.
| | | | - Daniella Fodera
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - Nicole Lee
- Department of Mechanical Engineering, Columbia University, New York, 10027, USA
| | - Nirvedh Meshram
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - Rachel A Weber
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - Pierre Nauleau
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - Nima Mobadersany
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - Nancy Kwon
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - Kristin Myers
- Department of Mechanical Engineering, Columbia University, New York, 10027, USA
| | - Elisa E Konofagou
- Department of Biomedical Engineering, Columbia University, New York, 10027, USA.
- Department of Radiology, Columbia University, New York, 10027, USA.
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Gheysen L, Maes L, Famaey N, Segers P. Pulse wave velocity: A clinical measure to aid material parameter estimation in computational arterial biomechanics. J Biomech 2023; 149:111482. [PMID: 36791516 DOI: 10.1016/j.jbiomech.2023.111482] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/20/2023] [Accepted: 02/01/2023] [Indexed: 02/05/2023]
Abstract
Determining proper material parameters from clinical data remains a large, though unavoidable, challenge in patient-specific computational cardiovascular modeling. In an attempt to couple the clinical and modelling practice, this study investigated whether pulse wave velocity (PWV), a clinical arterial stiffness measure, can guide in determining appropriate parameter values for the Gasser-Ogden-Holzapfel (GOH) constitutive model. The reduction and uncertainty analysis was demonstrated on a cylindrical descending thoracic aorta model. Starting from discretized ranges of GOH parameters and using a full factorial design, the parameter sets yielding a physiological PWV (3.5-12.5 m/s) at diastolic pressure (80 mmHg; PWV80) were selected and their PWV at dicrotic notch pressure (110 mmHg; PWV110) was determined. These PWV measures were applied to determine the reduction of the 7D GOH parameter space, the 2D subspaces and the remaining uncertainty in case only PWV80 or both measurements are available. The resulting 12,032 parameter sets lead to a 7D parameter space reduction of ≥ 82.5 % using PWV80, which increased to 96.0 % when including PWV110, in particular at 3.5-8.5 m/s. A similar trend was observed for the remaining uncertainty and the 2D subspaces comprised of medial collagen fiber parameters, while scarce reductions were found for the adventitial and elastin parameters. In conclusion, PWV80 and PWV110 are complementary measures with the potential to reduce the GOH parameter space in arterial models, in particular for media- and collagen-related parameters. Moreover, this approach has the advantage that it allows the estimation of the remaining uncertainty after parameter space reduction.
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Affiliation(s)
- Lise Gheysen
- Institute for Biomedical Engineering and Technology, Department of Electronics and Information Systems, Ghent University, Belgium
| | - Lauranne Maes
- Biomechanics Section, Department of Mechanical Engineering, KU Leuven, Belgium
| | - Nele Famaey
- Biomechanics Section, Department of Mechanical Engineering, KU Leuven, Belgium
| | - Patrick Segers
- Institute for Biomedical Engineering and Technology, Department of Electronics and Information Systems, Ghent University, Belgium
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Ma X, Zhu Z, Wang Y, Shen B, Jiang X, Liu W, Wu Y, Zou C, Luan Y, Gao H, Huang H. Quantifying carotid stiffness in a pre-hypertensive population with ultrafast ultrasound imaging. Ultrasonography 2023; 42:89-99. [PMID: 36588181 PMCID: PMC9816694 DOI: 10.14366/usg.22039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 07/05/2022] [Accepted: 07/09/2022] [Indexed: 01/13/2023] Open
Abstract
PURPOSE The aim of this study was to assess carotid stiffening in a pre-hypertensive (PHT) population using ultrafast pulse wave velocity (ufPWV). METHODS This study retrospectively enrolled 626 individuals who underwent clinical interviews, serum tests, and assessments of the systolic blood pressure (SBP), diastolic blood pressure (DBP), carotid intima-media thickness (cIMT), pulse wave velocity-beginning of systole (PWV-BS), and pulse wave velocity-end of systole (PWV-ES) between January 2017 and December 2021. The patients were divided into three groups according to their blood pressure (BP)-normal BP (NBP): SBP <130 mmHg and DBP <80 mmHg (n=215); PHT: 130 mmHg≤SBP<140 mmHg and/or 80 mmHg≤DBP<90 mmHg (n=119); hypertensive (HT): SBP ≥140 mmHg and/or DBP ≥90 mmHg (n=292). Correlation analyses and comparisons were performed among the groups and in the cIMT subgroups (cIMT ≥0.050 cm and <0.050 cm). RESULTS cIMT and PWV-ES significantly differed among the BP groups (P<0.05). The BP groups had similar PWV-BS when cIMT <0.050 cm or cIMT ≥0.050 cm (all P>0.05). However, the NBP group had a notably lower PWV-ES than the PHT (P<0.001 and P=0.024) and HT (all P<0.001) groups in both cIMT categories, while the PWV-ES in the PHT group were not significantly lower than in the HT group (all P>0.05). CONCLUSION Carotid morphological and biomechanical properties in the PHT group differed from those in the NBP group. ufPWV could be used for an early evaluation of carotid stiffening linked to pre-hypertension.
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Affiliation(s)
- Xuehui Ma
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Zhengqiu Zhu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Yinping Wang
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Bixiao Shen
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Xuezhong Jiang
- Department of Ultrasound, Jiangsu Province Geriatric Hospital, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Wenjun Liu
- School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing, China
| | - Yiyun Wu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Chong Zou
- Department of Cardiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
- Center of Good Clinical Practice, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Yun Luan
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Hui Gao
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Hui Huang
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
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van den Bos-van de Steeg MGM, Fekkes S, Saris AECM, de Korte CL, Hansen HHG. In Vivo Comparison of Pulse Wave Velocity Estimation Based on Ultrafast Plane Wave Imaging and High-Frame-Rate Focused Transmissions. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:2335-2343. [PMID: 35999121 DOI: 10.1016/j.ultrasmedbio.2022.06.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/16/2022] [Accepted: 06/03/2022] [Indexed: 06/15/2023]
Abstract
Ultrasound-based local pulse wave velocity (PWV) estimation, as a measure of arterial stiffness, can be based on fast focused imaging (FFI) or plane wave imaging (PWI). This study was aimed at comparing the accuracy of in vivo PWV estimation using FFI and PWI. Ultrasound radiofrequency data of carotid arteries were acquired in 14 healthy volunteers (25-57 y) by executing the FFI (12 lines, 7200 Hz) and PWI (128 lines, 2000 Hz) methods consecutively. PWV was derived at two time-reference points, dicrotic notch (DN) and systolic foot (SF), for multiple pressure cycles by fitting a linear function through the positions of the peaks of low-pass filtered wall acceleration curves as a function of time. The accuracy of PWV estimation was determined for various cutoff frequencies (10-200 Hz). No statistically significant difference was observed between PWVs estimated by both approaches. The PWV and R2 at DN were higher, on average, than those at SF (PWV/R2: FFI SF 5.5/0.92, FFI DN 6.1/0.92; PWI SF 5.4/0.89, PWI DN 6.3/0.95). The use of cutoff frequencies between 40 and 80 Hz provided the most accurate PWVs. Both methods seemed equally suitable for use in clinical practice, although we have a preference for the PWV at DN given the higher R2 values.
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Affiliation(s)
- Melissa G M van den Bos-van de Steeg
- Department of Medical Imaging, Medical Ultrasound Imaging Center, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Medical Physics, Catharina Hospital, Eindhoven, The Netherlands
| | - Stein Fekkes
- Department of Medical Imaging, Medical Ultrasound Imaging Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anne E C M Saris
- Department of Medical Imaging, Medical Ultrasound Imaging Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Chris L de Korte
- Department of Medical Imaging, Medical Ultrasound Imaging Center, Radboud University Medical Center, Nijmegen, The Netherlands; Physics of Fluid Group, TechMed Centrum, University of Twente, Enschede, The Netherlands.
| | - Hendrik H G Hansen
- Department of Medical Imaging, Medical Ultrasound Imaging Center, Radboud University Medical Center, Nijmegen, The Netherlands
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Li GY, Jiang Y, Zheng Y, Xu W, Zhang Z, Cao Y. Arterial Stiffness Probed by Dynamic Ultrasound Elastography Characterizes Waveform of Blood Pressure. IEEE TRANSACTIONS ON MEDICAL IMAGING 2022; 41:1510-1519. [PMID: 34995186 DOI: 10.1109/tmi.2022.3141613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The clinical and economic burdens of cardiovascular diseases pose a global challenge. Growing evidence suggests an early assessment of arterial stiffness can provide insights into the pathogenesis of cardiovascular diseases. However, it remains difficult to quantitatively characterize local arterial stiffness in vivo. Here we utilize guided axial waves continuously excited and detected by ultrasound to probe local blood pressures and mechanical properties of common carotid arteries simultaneously. In a pilot study of 17 healthy volunteers, we observe a ∼ 20 % variation in the group velocities of the guided axial waves (5.16 ± 0.55 m/s in systole and 4.31 ± 0.49 m/s in diastole) induced by the variation of the blood pressures. A linear relationship between the square of group velocity and blood pressure is revealed by the experiments and finite element analysis, which enables us to measure the waveform of the blood pressures by the group velocities. Furthermore, we propose a wavelet analysis-based method to extract the dispersion relations of the guided axial waves. We then determined the shear modulus by fitting the dispersion relations in diastole with the leaky Lamb wave model. The average shear modulus of all the volunteers is 166.3 ± 32.8 kPa. No gender differences are found. This study shows the group velocity and dispersion relation of the guided axial waves can be utilized to probe blood pressure and arterial stiffness locally in a noninvasive manner and thus promising for early diagnosis of cardiovascular diseases.
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Karageorgos GM, Apostolakis IZ, Nauleau P, Gatti V, Weber R, Kemper P, Konofagou EE. Pulse Wave Imaging Coupled With Vector Flow Mapping: A Phantom, Simulation, and In Vivo Study. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2021; 68:2516-2531. [PMID: 33950838 PMCID: PMC8477914 DOI: 10.1109/tuffc.2021.3074113] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Pulse wave imaging (PWI) is an ultrasound imaging modality that estimates the wall stiffness of an imaged arterial segment by tracking the pulse wave propagation. The aim of the present study is to integrate PWI with vector flow imaging, enabling simultaneous and co-localized mapping of vessel wall mechanical properties and 2-D flow patterns. Two vector flow imaging techniques were implemented using the PWI acquisition sequence: 1) multiangle vector Doppler and 2) a cross-correlation-based vector flow imaging (CC VFI) method. The two vector flow imaging techniques were evaluated in vitro using a vessel phantom with an embedded plaque, along with spatially registered fluid structure interaction (FSI) simulations with the same geometry and inlet flow as the phantom setup. The flow magnitude and vector direction obtained through simulations and phantom experiments were compared in a prestenotic and stenotic segment of the phantom and at five different time frames. In most comparisons, CC VFI provided significantly lower bias or precision than the vector Doppler method ( ) indicating better performance. In addition, the proposed technique was applied to the carotid arteries of nonatherosclerotic subjects of different ages to investigate the relationship between PWI-derived compliance of the arterial wall and flow velocity in vivo. Spearman's rank-order test revealed positive correlation between compliance and peak flow velocity magnitude ( rs = 0.90 and ), while significantly lower compliance ( ) and lower peak flow velocity magnitude ( ) were determined in older (54-73 y.o.) compared with young (24-32 y.o.) subjects. Finally, initial feasibility was shown in an atherosclerotic common carotid artery in vivo. The proposed imaging modality successfully provided information on blood flow patterns and arterial wall stiffness and is expected to provide additional insight in studying carotid artery biomechanics, as well as aid in carotid artery disease diagnosis and monitoring.
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Ran D, Dong J, Li H, Lee WN. Spontaneous extension wave for in vivo assessment of arterial wall anisotropy. Am J Physiol Heart Circ Physiol 2021; 320:H2429-H2437. [PMID: 33961508 DOI: 10.1152/ajpheart.00756.2020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Another type of natural wave, traced from longitudinal wall motion and propagation along the artery, is observed in our in vivo human carotid artery experiments. We coin it as extension wave (EW) and hypothesize that EW velocity (EWV) is associated with arterial longitudinal stiffness. The EW is thus assumed to complement the pulse wave (PW), whose velocity (PWV) is tracked from the radial wall displacement and linked to arterial circumferential stiffness through the Moens-Korteweg equation, as indicators for arterial mechanical anisotropy quantification by noninvasive high-frame-rate ultrasound. The relationship between directional arterial stiffnesses and the two natural wave speeds was investigated in wave theory, finite-element simulations based on isotropic and anisotropic arterial models, and in vivo human common carotid artery (n = 10) experiments. Excellent agreement between the theory and simulations showed that EWV was 2.57 and 1.03 times higher than PWV in an isotropic and an anisotropic carotid artery model, respectively, whereas in vivo EWV was consistently lower than PWV in all 10 healthy human subjects. A strong linear correlation was substantiated in vivo between EWV and arterial longitudinal stiffness quantified by a well-validated vascular-guided wave imaging technique (VGWI). We thereby proposed a novel index calculated as EWV2/PWV2 as an alternative to assess arterial mechanical anisotropy. Simulations and in vivo results corroborated the effect of mechanical anisotropy on the propagation of spontaneous waves along the arterial wall. The proposed anisotropy index demonstrated the feasibility of the concurrent EW and PW imaged by high frame-rate ultrasound in grading of arterial wall anisotropy.NEW & NOTEWORTHY An extension wave formed by longitudinal wall displacements was observed by high-frame-rate ultrasound in the human common carotid artery in vivo. A strong correlation between extension wave velocity and arterial longitudinal stiffness complements the well-established pulse wave, which is linked to circumferential stiffness, to noninvasively assess direction-dependent wall elasticity of the major artery. The proposed anisotropy index, which directly reflects arterial wall microstructure and function, might be a potential risk factor for screening (sub-) clinical cardiovascular diseases.
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Affiliation(s)
- Dan Ran
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China
| | - Jinping Dong
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China
| | - He Li
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China
| | - Wei-Ning Lee
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China.,Biomedical Engineering Programme, The University of Hong Kong, Hong Kong, China
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Andelovic K, Winter P, Jakob PM, Bauer WR, Herold V, Zernecke A. Evaluation of Plaque Characteristics and Inflammation Using Magnetic Resonance Imaging. Biomedicines 2021; 9:185. [PMID: 33673124 PMCID: PMC7917750 DOI: 10.3390/biomedicines9020185] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 02/08/2021] [Accepted: 02/09/2021] [Indexed: 12/19/2022] Open
Abstract
Atherosclerosis is an inflammatory disease of large and medium-sized arteries, characterized by the growth of atherosclerotic lesions (plaques). These plaques often develop at inner curvatures of arteries, branchpoints, and bifurcations, where the endothelial wall shear stress is low and oscillatory. In conjunction with other processes such as lipid deposition, biomechanical factors lead to local vascular inflammation and plaque growth. There is also evidence that low and oscillatory shear stress contribute to arterial remodeling, entailing a loss in arterial elasticity and, therefore, an increased pulse-wave velocity. Although altered shear stress profiles, elasticity and inflammation are closely intertwined and critical for plaque growth, preclinical and clinical investigations for atherosclerosis mostly focus on the investigation of one of these parameters only due to the experimental limitations. However, cardiovascular magnetic resonance imaging (MRI) has been demonstrated to be a potent tool which can be used to provide insights into a large range of biological parameters in one experimental session. It enables the evaluation of the dynamic process of atherosclerotic lesion formation without the need for harmful radiation. Flow-sensitive MRI provides the assessment of hemodynamic parameters such as wall shear stress and pulse wave velocity which may replace invasive and radiation-based techniques for imaging of the vascular function and the characterization of early plaque development. In combination with inflammation imaging, the analyses and correlations of these parameters could not only significantly advance basic preclinical investigations of atherosclerotic lesion formation and progression, but also the diagnostic clinical evaluation for early identification of high-risk plaques, which are prone to rupture. In this review, we summarize the key applications of magnetic resonance imaging for the evaluation of plaque characteristics through flow sensitive and morphological measurements. The simultaneous measurements of functional and structural parameters will further preclinical research on atherosclerosis and has the potential to fundamentally improve the detection of inflammation and vulnerable plaques in patients.
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Affiliation(s)
- Kristina Andelovic
- Institute of Experimental Biomedicine, University Hospital Würzburg, 97080 Würzburg, Germany
- Experimental Physics V, University of Würzburg, 97074 Würzburg, Germany; (P.W.); (P.M.J.); (V.H.)
| | - Patrick Winter
- Experimental Physics V, University of Würzburg, 97074 Würzburg, Germany; (P.W.); (P.M.J.); (V.H.)
- Internal Medicine I, Cardiology, University Hospital Würzburg, 97080 Würzburg, Germany;
| | - Peter Michael Jakob
- Experimental Physics V, University of Würzburg, 97074 Würzburg, Germany; (P.W.); (P.M.J.); (V.H.)
| | - Wolfgang Rudolf Bauer
- Internal Medicine I, Cardiology, University Hospital Würzburg, 97080 Würzburg, Germany;
| | - Volker Herold
- Experimental Physics V, University of Würzburg, 97074 Würzburg, Germany; (P.W.); (P.M.J.); (V.H.)
| | - Alma Zernecke
- Institute of Experimental Biomedicine, University Hospital Würzburg, 97080 Würzburg, Germany
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Yin LX, Ma CY, Wang S, Wang YH, Meng PP, Pan XF, Yang J, Zhang YH, Liu MH, Li MX, Gao J, Wu Q, Feng NN, Wu YY, Zhang JX, Xue L, Chang FL, Chen L, Sun YX, Yuan JJ, Yang SS, Xue HY, Ma LZ, Jiang XZ, Li J, Zheng LQ, Ren WD. Reference Values of Carotid Ultrafast Pulse-Wave Velocity: A Prospective, Multicenter, Population-Based Study. J Am Soc Echocardiogr 2021; 34:629-641. [PMID: 33422666 DOI: 10.1016/j.echo.2021.01.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 01/03/2021] [Accepted: 01/04/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Ultrafast ultrasound imaging has been demonstrated to be an effective method to evaluate carotid stiffness through carotid pulse-wave velocity (PWV) with high reproducibility, but a lack of reference values has precluded its widespread use in clinical practice. The aims of this study were to establish reference values of PWV for ultrafast ultrasound imaging in a prospective, multicenter, population-based cohort study and to investigate the main determinants of carotid PWV. METHODS A total of 1,544 healthy Han Chinese volunteers (581 men [38%]; age range, 18-95 years) were enrolled from 32 collaborating laboratories in China. The participants were categorized by age, blood pressure (BP), and body mass index (BMI). Basic clinical parameters and carotid PWV at the beginning of systole (BS) and at end-systole (ES) were measured using ultrafast ultrasound imaging techniques. RESULTS PWV at both BS and ES was significantly higher in the left carotid artery than in the right carotid artery. PWV at BS was significantly higher in men than in women; however, no significant difference was noted in PWV at ES between men and women. Multiple linear regression analyses revealed that age, BP, and BMI were independently correlated with PWV at both BS and ES. PWV at BS and ES progressively increased with increases in age, BP, and BMI. Furthermore, age- and sex-specific reference values of carotid PWV for ultrafast ultrasound imaging were established. CONCLUSIONS Reference values of carotid PWV for ultrafast ultrasound imaging, stratified by sex and age, were determined for the first time. Age, BP, and BMI were the dominant determinants of carotid PWV for ultrafast ultrasound imaging, which should be considered in clinical practice for assessing arterial stiffness.
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Affiliation(s)
- Li-Xue Yin
- Department of Cardiovascular Ultrasound & Noninvasive Cardiology, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, China
| | - Chun-Yan Ma
- Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, China
| | - Shan Wang
- Department of Cardiovascular Ultrasound & Noninvasive Cardiology, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, China
| | - Yong-Huai Wang
- Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, China
| | - Ping-Ping Meng
- Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, China
| | - Xiao-Fang Pan
- Health Medical Department, Dalian Municipal Central Hospital, Dalian, China
| | - Jun Yang
- Department of Cardiovascular Ultrasound, The First Hospital of China Medical University, Shenyang, China
| | - Yu-Hua Zhang
- Department of Ultrasound, The Third People's Hospital of Zhengzhou, Zhengzhou, China
| | - Ming-Hui Liu
- Department of Ultrasound Diagnosis, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Ming-Xing Li
- Department of Ultrasound Diagnosis, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jie Gao
- Department of Ultrasound, Affiliated Hospital of Yan'an University, Yan'an, China
| | - Qiang Wu
- Ultrasound Department, Central Hospital of Chongqing Three Gorges, Chongqing, China
| | - Ning-Na Feng
- Medical Technology Department, Guangdong Second Traditional Chinese Medicine Hospital, Guangzhou, China
| | - Yi-Yun Wu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Jian-Xing Zhang
- Ultrasonic Department, Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, China
| | - Li Xue
- Department of Cardiac Ultrasound, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Feng-Ling Chang
- Department of Ultrasound, Xinxiang Central Hospital, Xinxiang, China
| | - Li Chen
- Department of Ultrasound, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yi-Xue Sun
- Ultrasonic Medicine, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Jian-Jun Yuan
- Ultrasonography Department, Henan Provincial People's Hospital, Zhengzhou, China
| | - Shun-Shi Yang
- Department of Medical Ultrasound, The Central Hospital of Wuhan, Wuhan, China
| | - Hong-Yuan Xue
- Department of Ultrasound, Hebei General Hospital, Shijiazhuang, China
| | - Ling-Zhi Ma
- Department of Ultrasound, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Xue-Zhong Jiang
- Department of Medical Ultrasound, Geriatric Hospital of Nanjing Medical University & Jiangsu Provincial Geriatric Hospital, Nanjing, China
| | - Jing Li
- Ultrasonography Department, First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Li-Qiang Zheng
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, China
| | - Wei-Dong Ren
- Department of Ultrasound, Shengjing Hospital of China Medical University, Shenyang, China.
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11
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Establishing normal reference value of carotid ultrafast pulse wave velocity and evaluating changes on coronary slow flow. Int J Cardiovasc Imaging 2020; 36:1931-1939. [PMID: 32506285 DOI: 10.1007/s10554-020-01908-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 06/01/2020] [Indexed: 10/24/2022]
Abstract
Pulse wave velocity (PWV) measured by ultrafast ultrasound imaging can early evaluate arteriosclerosis. The study aimed to establish normal reference range for ufPWV in healthy adults and explore its influencing factors, and evaluate the ufPWV changes on coronary slow flow (CSF). ufPWV at the beginning and end of systole (ufPWV-BS and ufPWV-ES, respectively) was measured in healthy adults (201 cases). CSF was diagnosed based on thrombolysis in myocardial infarction (TIMI) frame count during coronary angiography. ufPWV-BS and ufPWV-ES were compared between CSF (50 cases) and control groups (50 healthy age-, body mass index-, and blood pressure-matched adults). In healthy adults, average ufPWV-BS and ufPWV-ES was 5.36 ± 1.27 m/s and 6.99 ± 1.93 m/s, respectively. ufPWV-BS and ufPWV-ES positively correlated with age, body mass index, and blood pressure. ufPWV-BS and ufPWV-ES in the CSF group were higher than in the control group (ufPWV-BS, 6.05 ± 1.07 vs. 5.26 ± 0.89 m/s, P < 0.001; ufPWV-ES, 9.07 ± 1.84 vs. 6.84 ± 1.08 m/s, P < 0.001). Receiver operating characteristic curves showed that ufPWV-ES was more sensitive than ufPWV-BS. The normal reference range of ufPWV for healthy adults was established. Age, body mass index, and blood pressure were the main influencing factors. ufPWV was increased in the patients with CSF. The findings indicated that, in addition to reflecting atherosclerosis, ufPWV might also provide a basis for the noninvasive evaluation of microvascular impairment in the patients with CSF.
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Karageorgos GM, Apostolakis IZ, Nauleau P, Gatti V, Weber R, Connolly ES, Miller EC, Konofagou EE. Arterial wall mechanical inhomogeneity detection and atherosclerotic plaque characterization using high frame rate pulse wave imaging in carotid artery disease patients in vivo. Phys Med Biol 2020; 65:025010. [PMID: 31746784 DOI: 10.1088/1361-6560/ab58fa] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Pulse wave imaging (PWI) is a non-invasive, ultrasound-based technique, which provides information on arterial wall stiffness by estimating the pulse wave velocity (PWV) along an imaged arterial wall segment. The aims of the present study were to: (1) utilize the PWI information to automatically and optimally divide the artery into the segments with most homogeneous properties and (2) assess the feasibility of this method to provide arterial wall mechanical characterization in normal and atherosclerotic carotid arteries in vivo. A silicone phantom consisting of a soft and stiff segment along its longitudinal axis was scanned at the stiffness transition, and the PWV in each segment was estimated through static testing. The proposed algorithm detected the stiffness interface with an average error of 0.98 ± 0.49 mm and 1.04 ± 0.27 mm in the soft-to-stiff and stiff-to-soft pulse wave transmission direction, respectively. Mean PWVs estimated in the case of the soft-to-stiff pulse wave transmission direction were 2.47 [Formula: see text] 0.04 m s-1 and 3.43 [Formula: see text] 0.08 m s-1 for the soft and stiff phantom segments, respectively, while in the case of stiff-to-soft transmission direction PWVs were 2.60 [Formula: see text] 0.18 m s-1 and 3.72 [Formula: see text] 0.08 m s-1 for the soft and stiff phantom segments, respectively, which were in good agreement with the PWVs obtained through static testing (soft segment: 2.41 m s-1, stiff segment: 3.52 m s-1). Furthermore, the carotid arteries of N = 9 young subjects (22-32 y.o.) and N = 9 elderly subjects (60-73 y.o.) with no prior history of carotid artery disease were scanned, in vivo, as well as the atherosclerotic carotid arteries of N = 12 (59-85 y.o.) carotid artery disease patients. One-way ANOVA with Holm-Sidak correction showed that the number of most homogeneous segments in which the artery was divided was significantly higher in the case of carotid artery disease patients compared to young (3.25 [Formula: see text] 0.86 segments versus 1.00 [Formula: see text] 0.00 segments, p -value < 0.0001) and elderly non-atherosclerotic subjects (3.25 [Formula: see text] 0.86 segments versus 1.44 [Formula: see text] 0.51 segments p -value < 0.0001), indicating increased wall inhomogeneity in atherosclerotic arteries. The compliance provided by the proposed algorithm was significantly higher in non-calcified/high-lipid plaques as compared with calcified plaques (3.35 [Formula: see text] 2.45 *[Formula: see text] versus 0.22 [Formula: see text] 0.18 * [Formula: see text], p -value < 0.01) and the compliance estimated in elderly subjects (3.35 [Formula: see text] 2.45 * [Formula: see text] versus 0.79 [Formula: see text] 0.30 * [Formula: see text], p -value < 0.01). Moreover, lower compliance was estimated in cases where vulnerable plaque characteristics were present (i.e. necrotic lipid core, thrombus), compared to stable plaque components (calcification), as evaluated through plaque histological examination. The proposed algorithm was thus capable of evaluating arterial wall inhomogeneity and characterize wall mechanical properties, showing promise in vascular disease diagnosis and monitoring.
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Affiliation(s)
- Grigorios M Karageorgos
- Department of Biomedical Engineering, Columbia University, New York, NY, United States of America. Grigorios M Karageorgos and Iason Z Apostolakis contributed equally to this work
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Apostolakis LZ, Karageorgos GM, Nauleau P, Nandlall SD, Konofagou EE. Adaptive Pulse Wave Imaging: Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo. IEEE TRANSACTIONS ON MEDICAL IMAGING 2020; 39:259-269. [PMID: 31265387 PMCID: PMC6938555 DOI: 10.1109/tmi.2019.2926141] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Imaging arterial mechanical properties may improve vascular disease diagnosis. Pulse wave velocity (PWV) is a marker of arterial stiffness linked to cardio-vascular mortality. Pulse wave imaging (PWI) is a technique for imaging the pulse wave propagation at high spatial and temporal resolution. In this paper, we introduce adaptive PWI, a technique for the automated partition of heterogeneous arteries into individual segments characterized by most homogeneous pulse wave propagation, allowing for more robust PWV estimation. This technique was validated in a silicone phantom with a soft-stiff interface. The mean detection error of the interface was 4.67 ± 0.73 mm and 3.64 ± 0.14 mm in the stiff-to-soft and soft-to-stiff pulse wave transmission direction, respectively. This technique was tested in monitoring the progression of atherosclerosis in mouse aortas in vivo ( n = 11 ). The PWV was found to already increase at the early stage of 10 weeks of high-fat diet (3.17 ± 0.67 m/sec compared to baseline 2.55 ± 0.47 m/sec, ) and further increase after 20 weeks of high-fat diet (3.76±1.20 m/sec). The number of detected segments of the imaged aortas monotonically increased with the duration of high-fat diet indicating an increase in arterial wall property inhomogeneity. The performance of adaptive PWI was also tested in aneurysmal mouse aortas in vivo. Aneurysmal boundaries were detected with a mean error of 0.68±0.44 mm. Finally, initial feasibility was shown in the carotid arteries of healthy and atherosclerotic human subjects in vivo ( n = 3 each). Consequently, adaptive PWI was successful in detecting stiffness inhomogeneity at its early onset and monitoring atherosclerosis progression in vivo.
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Affiliation(s)
| | | | - Pierre Nauleau
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Sacha D. Nandlall
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Elisa E. Konofagou
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
- Department of Radiology, Columbia University, New York, NY, USA
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Nabeel PM, Kiran VR, Joseph J, Abhidev VV, Sivaprakasam M. Local Pulse Wave Velocity: Theory, Methods, Advancements, and Clinical Applications. IEEE Rev Biomed Eng 2019; 13:74-112. [PMID: 31369386 DOI: 10.1109/rbme.2019.2931587] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Local pulse wave velocity (PWV) is evolving as one of the important determinants of arterial hemodynamics, localized vessel stiffening associated with several pathologies, and a host of other cardiovascular events. Although PWV was introduced over a century ago, only in recent decades, due to various technological advancements, has emphasis been directed toward its measurement from a single arterial section or from piecewise segments of a target arterial section. This emerging worldwide trend in the exploration of instrumental solutions for local PWV measurement has produced several invasive and noninvasive methods. As of yet, however, a univocal opinion on the ideal measurement method has not emerged. Neither have there been extensive comparative studies on the accuracy of the available methods. Recognizing this reality, makes apparent the need to establish guideline-recommended standards for the measurement methods and reference values, without which clinical application cannot be pursued. This paper enumerates all major local PWV measurement methods while pinpointing their salient methodological considerations and emphasizing the necessity of global standardization. Further, a summary of the advancements in measuring modalities and clinical applications is provided. Additionally, a detailed discussion on the minimally explored concept of incremental local PWV is presented along with suggestions of future research questions.
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Zhu ZQ, Chen LS, Wang H, Liu FM, Luan Y, Wu LL, Liu N, Wang P, Huang H. Carotid stiffness and atherosclerotic risk: non-invasive quantification with ultrafast ultrasound pulse wave velocity. Eur Radiol 2018; 29:1507-1517. [PMID: 30187117 DOI: 10.1007/s00330-018-5705-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 07/25/2018] [Accepted: 08/06/2018] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To evaluate the value of ultrafast pulse wave velocity (ufPWV) for the quantitative assessment of carotid stiffness and its associated with atherosclerosis (AS) risk. METHODS The present study included 233 patients with hyperlipoidaemia (AS risk group) and 114 healthy adults as the control group. The carotid (n = 694) intima-media thickness (cIMT), pulse wave velocity-beginning of systole (PWV-BS) and pulse wave velocity-end of systole (PWV-ES) were measured on sample images. Differences, distributive characteristics and correlation evaluation were assessed in patients (ages 18-29, 30-39, 40-49, 50-59, 60-69 and ≥70) and carotids (control group vs AS risk group). RESULTS The cIMT, PWV-BS and PWV-ES increased with age; PWV-ES and cIMT showed an early significant increase in the 30-39 years group, whereas PWV-BS displayed a significant increase at 40-49 years compared with the 18- to 29-years group. Besides, PWV-ES correlated well with age compared with PWV-BS and cIMT. For carotid level, cIMT, PWV-BS and PWV-ES measurements were higher in the AS risk group compared with control. To compare the value of ufPWV and cIMT in early AS assessment, we subdivided groups into cIMT subgroups using a cut-off thickness of 0.050 cm. PWV-ES measurements were higher in the AS risk group compared with the control in the 0.040-0.050 cm (not thickened) and 0.051-0.060 cm (thickened) cIMT subgroups. CONCLUSIONS Carotid ufPWV measurement at PWV-ES is a novel modality for the early diagnosis and quantitative assessment of arterial stiffness associated with atherosclerotic risk. KEY POINTS • ufPWV technique is real-time and well repeatable for assessing carotid stiffness • ufPWV measurements increase and correlate well with age • PWV-ES is a quantitative predictor for the early assessment of AS.
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Affiliation(s)
- Zheng-Qiu Zhu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Ling-Shan Chen
- Department of Radiology, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Han Wang
- Department of Geratology, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Fu-Ming Liu
- Department of Cardiology, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Yun Luan
- Department of Ultrasound, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Lin-Lin Wu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Niu Liu
- Department of Ultrasound, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China
| | - Pin Wang
- Department of Endocrinology, Sichuan Academy of Medical Science and Sichuan Provincial People's Hospital, Chengdu, 610000, China
| | - Hui Huang
- Department of Ultrasound, Affiliated Hospital of Nanjing University of CM, Nanjing, 210029, China.
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Seo J, Pietrangelo SJ, Sodini CG, Lee HS. Motion Tolerant Unfocused Imaging of Physiological Waveforms for Blood Pressure Waveform Estimation Using Ultrasound. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2018; 65:766-779. [PMID: 29733280 DOI: 10.1109/tuffc.2018.2812124] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
This paper details unfocused imaging using single-element ultrasound transducers for motion tolerant arterial blood pressure (ABP) waveform estimation. The ABP waveform is estimated based on pulse wave velocity and arterial pulsation through Doppler and M-mode ultrasound. This paper discusses approaches to mitigate the effect of increased clutter due to unfocused imaging on blood flow and diameter waveform estimation. An intensity reduction model (IRM) estimator is described to track the change of diameter, which outperforms a complex cross-correlation model (C3M) estimator in low contrast environments. An adaptive clutter filtering approach is also presented, which reduces the increased Doppler angle estimation error due to unfocused imaging. Experimental results in a flow phantom demonstrate that flow velocity and diameter waveforms can be reliably measured with wide lateral offsets of the transducer position. The distension waveform estimated from human carotid M-mode imaging using the IRM estimator shows physiological baseline fluctuations and 0.6-mm pulsatile diameter change on average, which is within the expected physiological range. These results show the feasibility of this low cost and portable ABP waveform estimation device.
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Meshram NH, Varghese T, Mitchell CC, Jackson DC, Wilbrand SM, Hermann BP, Dempsey RJ. Quantification of carotid artery plaque stability with multiple region of interest based ultrasound strain indices and relationship with cognition. Phys Med Biol 2017; 62:6341-6360. [PMID: 28594333 DOI: 10.1088/1361-6560/aa781f] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Vulnerability and instability in carotid artery plaque has been assessed based on strain variations using noninvasive ultrasound imaging. We previously demonstrated that carotid plaques with higher strain indices in a region of interest (ROI) correlated to patients with lower cognition, probably due to cerebrovascular emboli arising from these unstable plaques. This work attempts to characterize the strain distribution throughout the entire plaque region instead of being restricted to a single localized ROI. Multiple ROIs are selected within the entire plaque region, based on thresholds determined by the maximum and average strains in the entire plaque, enabling generation of additional relevant strain indices. Ultrasound strain imaging of carotid plaques, was performed on 60 human patients using an 18L6 transducer coupled to a Siemens Acuson S2000 system to acquire radiofrequency data over several cardiac cycles. Patients also underwent a battery of neuropsychological tests under a protocol based on National Institute of Neurological Disorders and Stroke and Canadian Stroke Network guidelines. Correlation of strain indices with composite cognitive index of executive function revealed a negative association relating high strain to poor cognition. Patients grouped into high and low cognition groups were then classified using these additional strain indices. One of our newer indices, namely the average L - 1 norm with plaque (AL1NWP) presented with significantly improved correlation with executive function when compared to our previously reported maximum accumulated strain indices. An optimal combination of three of the new indices generated classifiers of patient cognition with an area under the curve (AUC) of 0.880, 0.921 and 0.905 for all (n = 60), symptomatic (n = 33) and asymptomatic patients (n = 27) whereas classifiers using maximum accumulated strain indices alone provided AUC values of 0.817, 0.815 and 0.813 respectively.
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Affiliation(s)
- N H Meshram
- Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI-53706, United States of America. Department of Electrical and Computer Engineering, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI-53706, United States of America
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Papaioannou TG, Protogerou AD, Argyris A, Aissopou E, Georgiopoulos G, Nasothimiou E, Tountas C, Sfikakis PP, Stergiopulos N, Tousoulis D. Total arterial compliance, estimated by a novel method, is better related to left ventricular mass compared to aortic pulse wave velocity: The SAFAR study. Clin Exp Hypertens 2017; 39:271-276. [PMID: 28448191 DOI: 10.1080/10641963.2016.1247165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
AIM The investigation of the association between total arterial compliance (CT)-estimated by a novel technique-with left ventricular mass (LVM) and hypertrophy (LVH). Our hypothesis was that CT may be better related to LVM compared to the gold-standard regional aortic stiffness. Within the frame of the ongoing cross-sectional study "SAFAR," 226 subjects with established hypertension or with suspected hypertension underwent blood pressure (BP) assessment, carotid-to-femoral pulse wave velocity (cf-PWV), and echocardiographic measurement of LVM. LVM index (LVMI) was calculated by the ratio of LVM to body surface area. CT was estimated by a previously proposed and validated formula: CT = 36.7 /cf-PWV2 [ml/mmHg]. LVMI was related to age (r = 0.207, p = 0.002), systolic BP (r = 0.248, p < 0.001), diastolic BP (r = 0.139, p = 0.04), mean BP (r = 0.212, p = 0.002), pulse pressure (r = 0.212, p = 0.002), heart rate (r = -0.172, p = 0.011), cf-PWV (r = 0.268, p < 0.001), and CT (r = -0.317, p < 0.001). The highest correlation was observed for CT that was significantly stronger than the respective correlation of cf-PWV (p < 0.001). In multivariate analysis, CT was a stronger determinant, compared to cf-PWV, of LVMI and LVH. It remains to be further explored whether CT has also a superior prognostic value beyond and above local or regional (segmental) estimates of pulse wave velocity.
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Affiliation(s)
- Theodore G Papaioannou
- a Biomedical Engineering Unit, 1st Department of Cardiology , "Hippokration" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Athanase D Protogerou
- b Cardiovascular Prevention & Research Unit, Department of Pathophysiology, Medical School , National and Kapodistrian University of Athens , Athens , Greece.,c Hypertension Center and Cardiovascular Research Laboratory, 1st Department of Propaedeutic Medicine , "Laiko" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Antonis Argyris
- b Cardiovascular Prevention & Research Unit, Department of Pathophysiology, Medical School , National and Kapodistrian University of Athens , Athens , Greece.,c Hypertension Center and Cardiovascular Research Laboratory, 1st Department of Propaedeutic Medicine , "Laiko" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Evangelia Aissopou
- b Cardiovascular Prevention & Research Unit, Department of Pathophysiology, Medical School , National and Kapodistrian University of Athens , Athens , Greece.,c Hypertension Center and Cardiovascular Research Laboratory, 1st Department of Propaedeutic Medicine , "Laiko" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - George Georgiopoulos
- a Biomedical Engineering Unit, 1st Department of Cardiology , "Hippokration" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Efthimia Nasothimiou
- b Cardiovascular Prevention & Research Unit, Department of Pathophysiology, Medical School , National and Kapodistrian University of Athens , Athens , Greece.,c Hypertension Center and Cardiovascular Research Laboratory, 1st Department of Propaedeutic Medicine , "Laiko" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Christos Tountas
- b Cardiovascular Prevention & Research Unit, Department of Pathophysiology, Medical School , National and Kapodistrian University of Athens , Athens , Greece.,c Hypertension Center and Cardiovascular Research Laboratory, 1st Department of Propaedeutic Medicine , "Laiko" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Petros P Sfikakis
- c Hypertension Center and Cardiovascular Research Laboratory, 1st Department of Propaedeutic Medicine , "Laiko" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - Nikolaos Stergiopulos
- d Laboratory of Hemodynamics and Cardiovascular Technology, Institute of Bioengineering , École Polytechnique Fédérale de Lausanne , Lausanne , Switzerland
| | - Dimitrios Tousoulis
- a Biomedical Engineering Unit, 1st Department of Cardiology , "Hippokration" Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
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Li GY, He Q, Jia L, He P, Luo J, Cao Y. An Inverse Method to Determine Arterial Stiffness with Guided Axial Waves. ULTRASOUND IN MEDICINE & BIOLOGY 2017; 43:505-516. [PMID: 27908486 DOI: 10.1016/j.ultrasmedbio.2016.10.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Revised: 10/09/2016] [Accepted: 10/19/2016] [Indexed: 05/26/2023]
Abstract
Many cardiovascular diseases can alter arterial stiffness; therefore, measurement of arterial wall stiffness can provide valuable information for both diagnosis of such diseases in the clinic and evaluation of the effectiveness of relevant drugs. However, quantitative assessment of the in vivo elastic properties of arterial walls in a non-invasive manner remains a great challenge. In this study, we found that the elastic modulus of the arterial wall can be extracted from the dispersion curve of the guided axial wave (GAW) measured using the ultrasound elastography method. It is shown that the GAW in the arterial wall can be well described with the Lamb wave (LW) model when the frequency exceeds a critical value fc, whose explicit form is determined here based on dimensional analysis method and systematic finite-element simulations. Further, an inverse procedure is proposed to determine both fc and the elastic modulus of the arterial wall. Phantom experiments have been performed to validate the inverse method and illustrate its potential use in the clinic.
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Affiliation(s)
- Guo-Yang Li
- Institute of Biomechanics and Medical Engineering, AML, Department of Engineering Mechanics, Tsinghua University, Beijing, China
| | - Qiong He
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Lin Jia
- Institute of Biomechanics and Medical Engineering, AML, Department of Engineering Mechanics, Tsinghua University, Beijing, China
| | - Ping He
- Department of Ultrasonography, Peking University Third Hospital, Beijing, China
| | - Jianwen Luo
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Yanping Cao
- Institute of Biomechanics and Medical Engineering, AML, Department of Engineering Mechanics, Tsinghua University, Beijing, China.
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20
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Noninvasive measurement of regional pulse wave velocity in human ascending aorta with ultrasound imaging. J Hypertens 2016; 34:2026-37. [DOI: 10.1097/hjh.0000000000001060] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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