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Fois M, Ridolfi L, Scarsoglio S. Arterial wave dynamics preservation upon orthostatic stress: a modelling perspective. ROYAL SOCIETY OPEN SCIENCE 2023; 10:221257. [PMID: 36866075 PMCID: PMC9974293 DOI: 10.1098/rsos.221257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 02/08/2023] [Indexed: 06/18/2023]
Abstract
Pressure-flow travelling waves are a key topic for understanding arterial haemodynamics. However, wave transmission and reflection processes induced by body posture changes have not been thoroughly explored yet. Current in vivo research has shown that the amount of wave reflection detected at a central level (ascending aorta, aortic arch) decreases during tilting to the upright position, despite the widely proved stiffening of the cardiovascular system. It is known that the arterial system is optimized when in the supine position, i.e. propagation of direct waves is enabled and reflected waves are trapped, protecting the heart; however, it is not known whether this is preserved with postural changes. To shed light on these aspects, we propose a multi-scale modelling approach to inquire into posture-induced arterial wave dynamics elicited by simulated head-up tilting. In spite of remarkable adaptation of the human vasculature following posture changes, our analysis shows that, upon tilting from supine to upright: (i) vessel lumens at arterial bifurcations remain well matched in the forward direction, (ii) wave reflection at central level is reduced due to the backward propagation of weakened pressure waves produced by cerebral autoregulation, and (iii) backward wave trapping is preserved.
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Affiliation(s)
- Matteo Fois
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy
| | - Luca Ridolfi
- Department of Environmental, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy
| | - Stefania Scarsoglio
- Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin 10129, Italy
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Jin J, Zhang H, Geng X, Zhang Y, Ye T. The pulse waveform quantification method basing on contour and derivative. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 220:106784. [PMID: 35405435 DOI: 10.1016/j.cmpb.2022.106784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 03/15/2022] [Accepted: 03/29/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE Pulse waveform contains abundant physiological and pathological information. The condition of surrounding arteries can be reflected sensitively by the contour and derivative changes of pulse waves. In order to express these changes objectively, the pulse wave needs to be quantified. METHODS This study provides a novel quantification method for pulse waveform in the entire cardiac cycle. It involves two new quantification parameters k1 and k2 to display the waveform change caused by the superimposition of wave reflection in the systolic reflex period, which is the most significant changes period. In this method, multi parameters were fused by Kalman filter to obtain an optimal estimation, involving the new parameters and other parameters: k0 for the early systolic period, C1 and C2 for diastole period, and K for pulse pressure. RESULTS Use correlation analysis to verify the effectiveness of new parameters that the coefficient is 0.7 between them and the typical augmentation index (AIx). The quantification results of 462 single-cycle pulse waves have consistent change trends with aging in 25-75 different age groups. For respiration analysis, the correlation coefficients are all greater than 0.6, even achieved 0.8 in six multi-cycle data between Kalman optimal estimation and breath wave. CONCLUSION This method has quantified the waveform change with physiological status, and these quantification parameters can display the detail of each period. SIGNIFICANCE It will be used to verify waveform recognition accuracy and has a vast potential to detect diseases.
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Affiliation(s)
- Ji Jin
- Institute of Microelectronics, Chinese Academy of Sciences, Beijing 100029, P.R. China; School of Microelectronics, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Haiying Zhang
- Institute of Microelectronics, Chinese Academy of Sciences, Beijing 100029, P.R. China; School of Microelectronics, University of Chinese Academy of Sciences, Beijing 100049, P.R. China.
| | - Xingguang Geng
- Institute of Microelectronics, Chinese Academy of Sciences, Beijing 100029, P.R. China; School of Microelectronics, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Yitao Zhang
- Institute of Microelectronics, Chinese Academy of Sciences, Beijing 100029, P.R. China; School of Microelectronics, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Tianchun Ye
- Institute of Microelectronics, Chinese Academy of Sciences, Beijing 100029, P.R. China; School of Microelectronics, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
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AYADI ASMA, SAHTOUT WASSILA, BALEDENT OLIVIER. COMPARISON BETWEEN TWO NONINVASIVE METHODS USED TO ESTIMATE BIOMECHANICAL PROPERTIES OF THE INTERNAL CAROTID ARTERY. J MECH MED BIOL 2022. [DOI: 10.1142/s0219519422500269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background: Many cardiovascular diseases modified the arterial wall stiffness. Objectives: This work focuses on the quantification of the elastic biomechanical properties of the internal carotid (ICA) wall by applying the cepstral analysis on healthy volunteers aged from 22 to 86 years old. The purpose of this study is to compare two methods of measurement of arterial compliance ([Formula: see text], arterial distensibility ([Formula: see text], arterial elastance (Eh), and Young’s modulus ([Formula: see text]. Material and methods: First, arterial compliance and arterial distensibility were measured in function of wave speed ([Formula: see text], which is measured in our previous works by using two methods. Second, elastance Eh was estimated through the ratio between diastolic radius ([Formula: see text] and [Formula: see text]. Finally, [Formula: see text] was estimated from a statistical study from the literature on h due to the difficulty of measuring wall thickness ([Formula: see text]. Results: The Student test demonstrated that there is a very significant difference between young and old subjects in terms of elastance, compliance, and Young’s modulus ([Formula: see text]). These findings are in agreement with the reference values reported in the literature. They are very satisfying for distinguishing a pathological change in parietal elasticity. Conclusion: The in vivo application of these methods presents their potential for clinical measurement of arterial stiffness.
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Affiliation(s)
- ASMA AYADI
- Laboratory of Biophysics and Medical Technology, Higher Institute of Biotechnology of Sfax, University of Sfax, Tunisia
| | - WASSILA SAHTOUT
- Laboratory of Biophysics and Medical Technology, Higher Institute of Biotechnology of Sfax, University of Sfax, Tunisia
| | - OLIVIER BALEDENT
- Department of Imaging and Biophysics, University of Picardie Jules Verne, CHU Amiens 80054, France
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Hayama H, Moroi M, Adachi-Akahane S, Uejima T, Hara H, Hiroi Y. A Novel Non-Invasive Method for Estimating Elevated Pulmonary Vascular Resistance Based on Echocardiographic Assessment of Pulmonary Artery Wave Reflection. Circ J 2021; 86:947-955. [PMID: 34803126 DOI: 10.1253/circj.cj-21-0646] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Several non-invasive methods for pulmonary vascular resistance (PVR) measurement are proposed, but none are sufficiently accurate for use in clinical practice. This study proposes a new echocardiographic method of pulmonary artery wave reflection and investigates its efficacy in managing patients with pulmonary hypertension.Methods and Results:In total, 83 patients with left heart disease, pulmonary arterial hypertension, and chronic thromboembolic pulmonary hypertension (CTEPH), who underwent Doppler echocardiography and right heart catheterization, were included in the study. Pulmonary artery wave reflection was characterized by separating the pulmonary artery pressure waveform into forward and backward (Pb) waves, based on wave intensity. Pulmonary artery pressure waveforms were estimated from continuous Doppler tracings of tricuspid regurgitation velocity, and flow velocity was measured using pulsed Doppler of the right ventricular outflow tract. Pb-peak was compared with catheter hemodynamic indices, and with PVR by Abbas 2003, 2013 and Haddad in relation to increased catheter PVR. Catheter PVR and Pb were strongly correlated (r=0.77, P<0.001). The areas under the receiver operator characteristic curve for Pb-peak, PVR by Abbas 2003, 2013 and Haddad were 0.91, 0.72, 0.80, and 0.80, respectively, and were used to detect an increase in PVR (>3 Woods units). CONCLUSIONS This study describes a novel, simple, and non-invasive echocardiography method to assess pulmonary wave reflected pressure to identify patients with pulmonary hypertension due to increased PVR.
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Affiliation(s)
- Hiromasa Hayama
- Department of Cardiology, National Center for Global Health and Medicine.,Department of Cardiovascular Medicine, Toho University Graduate School of Medicine
| | - Masao Moroi
- Department of Cardiovascular Medicine, Toho University Graduate School of Medicine
| | | | | | - Hisao Hara
- Department of Cardiology, National Center for Global Health and Medicine
| | - Yukio Hiroi
- Department of Cardiology, National Center for Global Health and Medicine
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Alavi R, Dai W, Amlani F, Rinderknecht DG, Kloner RA, Pahlevan NM. Scalability of cardiovascular intrinsic frequencies: Validations in preclinical models and non-invasive clinical studies. Life Sci 2021; 284:119880. [PMID: 34389404 DOI: 10.1016/j.lfs.2021.119880] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 08/05/2021] [Accepted: 08/06/2021] [Indexed: 11/25/2022]
Abstract
AIMS Cardiovascular intrinsic frequencies (IFs) are associated with cardiovascular health and disease, separately capturing the systolic and diastolic information contained in a single (uncalibrated) arterial waveform. Previous clinical investigations related to IF have been restricted to studying chronic conditions, and hence its applicability for acute cardiovascular diseases has not been explored. Studies of cardiovascular complications such as acute myocardial infarction are difficult to perform in humans due to the high-risk and invasive nature of such procedures. Although they can be performed in preclinical (animal) models, the corresponding interpretation of IF measures and how they ultimately translate to humans is unknown. Hence, we studied the scalability of IF across species and sensor platforms. MATERIALS AND METHODS Scaled values of the two intrinsic frequencies ω1 and ω2 (corresponding to systolic and diastolic dynamics, respectively) were extracted from carotid waveforms acquired either non-invasively (via tonometry, Vivio or iPhone) in humans or invasively in rabbits and rats. KEY FINDINGS The scaled IF parameters for all species were found to fall within the same physiological ranges carrying similar statistical characteristics, even though body sizes and corresponding heart rates of the species were substantially different. Additionally, results demonstrated that all non-invasive sensor platforms were significantly correlated with each other for scaled IFs, suggesting that such analysis is device-agnostic and can be applied to upcoming wearable technologies. SIGNIFICANCE Ultimately, our results found that IFs are scalable across species, which is particularly valuable for the training of IF-based artificial intelligence systems using both preclinical and clinical data.
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Affiliation(s)
- Rashid Alavi
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, United States
| | - Wangde Dai
- Division of Cardiovascular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States; Cardiovascular Research Institute, Huntington Medical Research Institutes, Pasadena, CA, United States
| | - Faisal Amlani
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, United States
| | | | - Robert A Kloner
- Division of Cardiovascular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States; Cardiovascular Research Institute, Huntington Medical Research Institutes, Pasadena, CA, United States
| | - Niema M Pahlevan
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, United States; Division of Cardiovascular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States; Huntington Medical Research Institutes, Pasadena, CA, United States.
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AYADI ASMA, SAHTOUT WASSILA, BALEDENT OLIVIER. COMPARATIVE STUDY FOR WAVE SPEED ESTIMATION AT A SINGLE AND TWO MEASUREMENT POINTS. J MECH MED BIOL 2021. [DOI: 10.1142/s0219519421500482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Local wave speed is a prognostic detector that allows the analysis of cardiovascular function. Objectives: This study compared wave speed ([Formula: see text] measurements at single-point and two-point techniques. Material and methods: [Formula: see text] were determined from the cepstral analysis of the blood flow velocities, which identified the arrivals times of reflected waves. The blood velocities waveforms were measured by using phase-contrast magnetic resonance (PCMR) for 20 subjects on young and old healthy subjects. Local wave speed was estimated through the arrivals time of reflections waves ([Formula: see text] and the distance separating the measurement site to reflection area ([Formula: see text] or the distance separating the two measurement sites. Results: Our obtained results were in total agreement with reference values reported in the literature. Moreover, the detected results show that there is a high correlation ([Formula: see text]) between the two methods. Conclusion: The analysis of the wave speed variations with advancing age is also achieved out through different regression models.
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Affiliation(s)
- ASMA AYADI
- Laboratory of Biophysics and Medical Technology, Higher Institute of Medical Technologies of Tunis, University of Tunis Manar, 9 Street Doctor Zouheïr Safi 1006, Tunisia
| | - WASSILA SAHTOUT
- Laboratory of Biophysics and Medical Technologies, Higher Institute of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
| | - OLIVIER BALEDENT
- CHIMERE EA 7516 Research Team for Head & Neck, University of Picardie Jules Verne, CHU Amiens Sud, Bâtiment TEP 1er Étage, Unité de Traitement de l’image Médicale, Avenue René Laënnec, 80054 Amiens, France
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Yoshida T, Matsuura K, Seijirow G, Uemura A, Yilmaz Z, Tanaka R. Non-invasive Assessment of Pulmonary Artery Wave Reflection in Dogs With Suspected Pulmonary Hypertension. Front Vet Sci 2021; 8:659194. [PMID: 34307519 PMCID: PMC8298900 DOI: 10.3389/fvets.2021.659194] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 06/10/2021] [Indexed: 11/24/2022] Open
Abstract
Background: Pulmonary arterial wave reflection (PAWR) occurs when the forward blood flow out the right ventricle is reflected by the pulmonary arterial tree, generating a backward wave. PAWR assessed by cardiac catheterization has been used to obtain information regarding pulmonary artery hemodynamics in pulmonary hypertension (PH) in people. However, diagnostic cardiac catheterization is not commonly used in small animal medicine because it is invasive and requires anesthesia. Hypothesis/Objective: To investigate whether PAWR can be assessed non-invasively in dogs with suspected PH using Doppler echocardiography, based on wave intensity analysis (WIA). In addition, the method was validated in a dog model of acute pulmonary embolism. Animals: Fifty-one client-owned dogs with tricuspid valve regurgitation were included in the clinical study (35 with suspected PH and 16 without echocardiographic evidence of PH) and eight healthy beagle dogs were included in the validation study. Methods: PAWR was assessed by separating pulmonary artery pulse pressure waveforms, which were estimated from the flow profile of tricuspid regurgitation, into forward (Pf) and backward pressures (Pb) using WIA. Reflection coefficient (RC) was defined as the ratio of peak Pb to peak Pf. We investigated the relationships between RC, cause, and survival time in dogs with suspected PH. In addition, we performed a validation study to compare PAWR obtained by cardiac catheterization and PAWR by Doppler echocardiography in dogs with experimentally-induced PH. Results: RC was significantly higher in dogs with suspected PH than in dogs without echocardiographic evidence of PH (0.18 ± 0.13 vs. 0.59 ± 0.21, P < 0.001). A characteristic reflected waveform appeared depending on the cause of PH. Kaplan-Meier survival curves showed that dogs with RC > 0.48 had a significantly shorter survival time than dogs with RC <0.48 (x2 = 9.8, log-rank test, p = 0.0018, median survival time 353 days vs. 110 days). In the validation study, RC obtained by Doppler echocardiography was significantly correlated with RC obtained by cardiac catheterization (r = 0.81, P < 0.001). Conclusions: PAWR analysis performed by echocardiography seems feasible in dogs and could provide useful information for classification and prognosis in canine PH.
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Affiliation(s)
- Tomohiko Yoshida
- Department of Veterinary Surgery, Tokyo University of Agriculture and Technology, Fuchu-shi, Japan
| | - Katsuhiro Matsuura
- Department of Veterinary Surgery, Tokyo University of Agriculture and Technology, Fuchu-shi, Japan
| | - Goya Seijirow
- Department of Bioresource Sciences, Nihon University, Fujisawa-shi, Japan
| | - Akiko Uemura
- Department of Clinical Veterinary Medicine, Obihiro University of Agriculture and Veterinary Medicine, Obihiro-shi, Japan
| | - Zeki Yilmaz
- Department of Internal Medicine, Uludag University, Bursa, Turkey
| | - Ryou Tanaka
- Department of Veterinary Surgery, Tokyo University of Agriculture and Technology, Fuchu-shi, Japan
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Changes in the Pulmonary Artery Wave Reflection in Dogs with Experimentally-Induced Acute Pulmonary Embolism and the Effect of Vasodilator. Animals (Basel) 2021; 11:ani11071977. [PMID: 34359104 PMCID: PMC8300366 DOI: 10.3390/ani11071977] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 06/23/2021] [Accepted: 06/28/2021] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Pulmonary hypertension (PH) remains a fatal disease, despite the advances in disease-specific therapies. This may be because the assessment of pulmonary hemodynamics in PH has not been established. Recently, several studies have reported that the pulmonary arterial wave reflection (PAWR) might influence the right ventricular afterload and could provide additional information regarding the severity and progression of PH. However, the pathophysiology of PAWR has some unclear points particularly in the case of acute pulmonary embolism (APE). The objective of this study was to investigate, for the first time, the characteristics of PAWR in a dog model of APE using dual-tipped sensor wire. From the result of the present study, after dogs developed PH by injections of dextran microsphere, PAWR was increased significantly along with the pulmonary vascular resistance (PVR) and reduced after vasodilator administration. In addition, PAWR was significantly correlated with PVR and right ventricular fractional area of change (FAC). These results indicating that PAWR may be useful as a new evaluation method in PH and may detect changes related to right ventricular afterload earlier than pulmonary artery pressure (PAP). Abstract Pulmonary hypertension (PH) is a complex syndrome that has been frequently diagnosed in dogs and humans and can be detected by Doppler echocardiography and invasive catheterization. Recently, PAWR attracts much attention as a noninvasive approach for the early detection of PH. The present study aims to investigate the PAWR changes in acute pulmonary embolism (APE) and highlight the response of PAWR variables to vasodilator therapy in dogs. For this purpose, anesthesia and catheterization were performed in 6 Beagle dogs. After that, APE was experimentally conducted by Dextran microsphere administration, followed by vasodilator (Nitroprusside; 1μg/kg/min/IV) administration. The hemodynamics, echocardiography, PVR and PAWR variables were evaluated at the baseline, after APE and after administration of nitroprusside. The result showed a significant increase in PVR, PAP, tricuspid regurgitation (TR) as well as PAWR variables following APE induction compared with the baseline (p < 0.05). Vasodilation caused by administration of nitroprusside reduced the mean atrial pressure, PVR and PAWR parameters. There were a significant correlation and linear regression between PAWR indices and PVR as well as right ventricular function parameters. In conclusion, PAWR is not only correlated with PVR but also the right ventricular function parameter, which indicates that PAWR may be useful as a new evaluation method in PH, considering that PAWR can assess both right ventricular afterload and right ventricular function.
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Ayadi A, Sahtout W, Baledent O. A novel non-invasive method for estimating the local wave speed at a single site in the internal carotid artery. ACTA ACUST UNITED AC 2020; 65:557-566. [PMID: 32459188 DOI: 10.1515/bmt-2018-0088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 01/10/2020] [Indexed: 01/09/2023]
Abstract
Objectives Local wave speed is a biomarker which provides an objective analysis of the cardiovascular function. The aim of this study was to determine the local wave speed in the internal carotid artery by a new non-invasive method that measures blood velocity waveform at only one site. Methods For this purpose, the cepstral analysis was employed to determine the arrival time of the reflection wave and the wave speed in the carotid artery. To validate our model, we applied it experimentally in vivo on young and old healthy subjects. The blood velocity waveform was measured by using phase-contrast magnetic resonance for 22 subjects. Results Our experimental results correlated with reference values reported in previous studies conducted on the internal arterial carotid usually adopting the invasive method. They also correlated with those obtained by using the foot-to-foot method (R2=0.72). The wave speed obtained by the method developed in this study and that of the foot-to-foot method increased with age (p<0.001). Conclusions The method developed in this study can be applied in the other arteries and it can also be used with other techniques such as ultrasound imaging.
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Affiliation(s)
- Asma Ayadi
- Higher Institute of Medical Technologies of Tunis, University of Tunis Manar, 9 Street Docteur Zouheïr Safi, 1006, Tunis, Tunisia
| | - Wassila Sahtout
- Higher Institute of Biotechnology of Sfax, University of Sfax, Soukra Road km 4, 3038, Sfax, Tunisia
| | - Olivier Baledent
- Department of Imaging and Biophysics, University of Picardie Jules Verne, CHU Amiens, 80054, Amiens, France
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10
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Mariscal-Harana J, Charlton PH, Vennin S, Aramburu J, Florkow MC, van Engelen A, Schneider T, de Bliek H, Ruijsink B, Valverde I, Beerbaum P, Grotenhuis H, Charakida M, Chowienczyk P, Sherwin SJ, Alastruey J. Estimating central blood pressure from aortic flow: development and assessment of algorithms. Am J Physiol Heart Circ Physiol 2020; 320:H494-H510. [PMID: 33064563 PMCID: PMC7612539 DOI: 10.1152/ajpheart.00241.2020] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Central blood pressure (cBP) is a highly prognostic cardiovascular (CV) risk factor whose accurate, invasive assessment is costly and carries risks to patients. We developed and assessed novel algorithms for estimating cBP from noninvasive aortic hemodynamic data and a peripheral blood pressure measurement. These algorithms were created using three blood flow models: the two- and three-element Windkessel (0-D) models and a one-dimensional (1-D) model of the thoracic aorta. We tested new and existing methods for estimating CV parameters (left ventricular ejection time, outflow BP, arterial resistance and compliance, pulse wave velocity, and characteristic impedance) required for the cBP algorithms, using virtual (simulated) subjects (n = 19,646) for which reference CV parameters were known exactly. We then tested the cBP algorithms using virtual subjects (n = 4,064), for which reference cBP were available free of measurement error, and clinical datasets containing invasive (n = 10) and noninvasive (n = 171) reference cBP waves across a wide range of CV conditions. The 1-D algorithm outperformed the 0-D algorithms when the aortic vascular geometry was available, achieving central systolic blood pressure (cSBP) errors≤2.1 ± 9.7mmHg and root-mean-square errors (RMSEs)≤6.4 ± 2.8mmHg against invasive reference cBP waves (n = 10). When the aortic geometry was unavailable, the three-element 0-D algorithm achieved cSBP errors ≤ 6.0 ± 4.7mmHg and RMSEs ≤ 5.9 ± 2.4mmHg against noninvasive reference cBP waves (n = 171), outperforming the two-element 0-D algorithm. All CV parameters were estimated with mean percentage errors ≤ 8.2%, except for the aortic characteristic impedance (≤13.4%), which affected the three-element 0-D algorithm’s performance. The freely available algorithms developed in this work enable fast and accurate calculation of the cBP wave and CV parameters in datasets containing noninvasive ultrasound or magnetic resonance imaging data.
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Affiliation(s)
- Jorge Mariscal-Harana
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom
| | - Peter H Charlton
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom
| | - Samuel Vennin
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom.,Department of Clinical Pharmacology, King's College London, King's Health Partners, London , United Kingdom
| | - Jorge Aramburu
- TECNUN Escuela de Ingenieros, Universidad de Navarra, Donostia-San Sebastián, Spain
| | - Mateusz Cezary Florkow
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom.,Philips Research, Cambridge, United Kingdom
| | - Arna van Engelen
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom
| | - Torben Schneider
- Philips Healthcare UK, Philips Centre, Guildford Business Park, Guildford, Surrey, United Kingdom
| | - Hubrecht de Bliek
- HSDP Clinical Platforms, Philips Healthcare, Eindhoven, The Netherlands
| | - Bram Ruijsink
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom.,Department of Cardiology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Israel Valverde
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom.,Cardiovascular Pathophysiology, Institute of Biomedicine of Seville, University Hospital of Virgen del Rocío, University of Seville, CIBERCV, CSIC, Seville, Spain
| | - Philipp Beerbaum
- Department of Pediatric Cardiology and Intensive Care, Hannover Medical School, Hannover, Germany
| | - Heynric Grotenhuis
- Department of Pediatric Cardiology, University Medical Center Utrecht/Wilhelmina Children's Hospital, Utrecht, The Netherlands
| | - Marietta Charakida
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom
| | - Phil Chowienczyk
- Department of Clinical Pharmacology, King's College London, King's Health Partners, London , United Kingdom
| | - Spencer J Sherwin
- Department of Aeronautics, South Kensington Campus, Imperial College London, London, United Kingdom
| | - Jordi Alastruey
- Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, United Kingdom.,Institute of Personalized Medicine, Sechenov University, Moscow, Russia
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11
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Milrinone Acts as a Vasodilator But Not an Inotrope in Children After Cardiac Surgery—Insights From Wave Intensity Analysis. Crit Care Med 2020; 48:e1071-e1078. [DOI: 10.1097/ccm.0000000000004622] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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12
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Mynard JP, Kondiboyina A, Kowalski R, Cheung MMH, Smolich JJ. Measurement, Analysis and Interpretation of Pressure/Flow Waves in Blood Vessels. Front Physiol 2020; 11:1085. [PMID: 32973569 PMCID: PMC7481457 DOI: 10.3389/fphys.2020.01085] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 08/06/2020] [Indexed: 01/10/2023] Open
Abstract
The optimal performance of the cardiovascular system, as well as the break-down of this performance with disease, both involve complex biomechanical interactions between the heart, conduit vascular networks and microvascular beds. ‘Wave analysis’ refers to a group of techniques that provide valuable insight into these interactions by scrutinizing the shape of blood pressure and flow/velocity waveforms. The aim of this review paper is to provide a comprehensive introduction to wave analysis, with a focus on key concepts and practical application rather than mathematical derivations. We begin with an overview of invasive and non-invasive measurement techniques that can be used to obtain the signals required for wave analysis. We then review the most widely used wave analysis techniques—pulse wave analysis, wave separation and wave intensity analysis—and associated methods for estimating local wave speed or characteristic impedance that are required for decomposing waveforms into forward and backward wave components. This is followed by a discussion of the biomechanical phenomena that generate waves and the processes that modulate wave amplitude, both of which are critical for interpreting measured wave patterns. Finally, we provide a brief update on several emerging techniques/concepts in the wave analysis field, namely wave potential and the reservoir-excess pressure approach.
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Affiliation(s)
- Jonathan P Mynard
- Heart Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia.,Department of Biomedical Engineering, The University of Melbourne, Melbourne, VIC, Australia.,Department of Cardiology, The Royal Children's Hospital, Parkville, VIC, Australia
| | - Avinash Kondiboyina
- Heart Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia
| | - Remi Kowalski
- Heart Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia.,Department of Cardiology, The Royal Children's Hospital, Parkville, VIC, Australia
| | - Michael M H Cheung
- Heart Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia.,Department of Cardiology, The Royal Children's Hospital, Parkville, VIC, Australia
| | - Joseph J Smolich
- Heart Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia
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Effect of Stiffened and Dilated Ascending Aorta on Aerobic Exercise Capacity in Repaired Patients With Complex Congenital Heart Disease. Am J Cardiol 2020; 129:87-94. [PMID: 32593432 DOI: 10.1016/j.amjcard.2020.05.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Revised: 05/14/2020] [Accepted: 05/18/2020] [Indexed: 11/21/2022]
Abstract
Several studies have reported aortic dilation and increased stiffness of the ascending aorta in patients after repair of congenital heart disease (CHD), which may be a predominant cardiovascular risk. However, the clinical significance has not been described in detail. In this retrospective study, 175 repaired patients with complex CHD achieving biventricular circulation and age-matched 39 control subjects were reviewed (median age: 14.9 and 15.7 years, respectively). We measured the diameters of the ascending aorta and descending aorta from catheterization angiograms to yield Z-scores and stiffness indexes (β) using diameter fluctuations corresponding to pulsatile pressures. Clinical profile, peak oxygen uptake during the cardiopulmonary exercise test, and incidence of unscheduled hospitalization during follow-up was also reviewed. Compared with controls, patients with complex CHD, except for those with aortic coarctation, exhibited significant dilation and increased stiffness of the aortic root and ascending aorta, but not of the descending aorta. In this CHD population (n = 147, including 112 conotruncal anomalies), exercise capacities correlated independently with the diameter Z-score and stiffness index of the ascending aorta along with the history of repetitive thoracotomies, reduced forced vital capacity, and right ventricular hypertension. During a follow-up period (median 15.6 years), either dilation (Z-score >3.5) or increased stiffness (β >6.0) of the ascending aorta stratified morbidity, but no synergistic impact was detected. In conclusion, in repaired patients with complex CHD, a stiffened and dilated ascending aorta was frequently found, exerting significant adverse impacts on diminished exercise capacity and morbidity.
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14
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Bhuva AN, D'Silva A, Torlasco C, Jones S, Nadarajan N, Van Zalen J, Chaturvedi N, Lloyd G, Sharma S, Moon JC, Hughes AD, Manisty CH. Training for a First-Time Marathon Reverses Age-Related Aortic Stiffening. J Am Coll Cardiol 2020; 75:60-71. [PMID: 31918835 DOI: 10.1016/j.jacc.2019.10.045] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 10/02/2019] [Accepted: 10/22/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Aging increases aortic stiffness, contributing to cardiovascular risk even in healthy individuals. Aortic stiffness is reduced through supervised training programs, but these are not easily generalizable. OBJECTIVES The purpose of this study was to determine whether real-world exercise training for a first-time marathon can reverse age-related aortic stiffening. METHODS Untrained healthy individuals underwent 6 months of training for the London Marathon. Assessment pre-training and 2 weeks post-marathon included central (aortic) blood pressure and aortic stiffness using cardiovascular magnetic resonance distensibility. Biological "aortic age" was calculated from the baseline chronological age-stiffness relationship. Change in stiffness was assessed at the ascending (Ao-A) and descending aorta at the pulmonary artery bifurcation (Ao-P) and diaphragm (Ao-D). Data are mean changes (95% confidence intervals [CIs]). RESULTS A total of 138 first-time marathon completers (age 21 to 69 years, 49% male) were assessed, with an estimated training schedule of 6 to 13 miles/week. At baseline, a decade of chronological aging correlated with a decrease in Ao-A, Ao-P, and Ao-D distensibility by 2.3, 1.9, and 3.1 × 10-3 mm Hg-1, respectively (p < 0.05 for all). Training decreased systolic and diastolic central (aortic) blood pressure by 4 mm Hg (95% CI: 2.8 to 5.5 mm Hg) and 3 mm Hg (95% CI: 1.6 to 3.5 mm Hg). Descending aortic distensibility increased (Ao-P: 9%; p = 0.009; Ao-D: 16%; p = 0.002), while remaining unchanged in the Ao-A. These translated to a reduction in "aortic age" by 3.9 years (95% CI: 1.1 to 7.6 years) and 4.0 years (95% CI: 1.7 to 8.0 years) (Ao-P and Ao-D, respectively). Benefit was greater in older, male participants with slower running times (p < 0.05 for all). CONCLUSIONS Training for and completing a marathon even at relatively low exercise intensity reduces central blood pressure and aortic stiffness-equivalent to a ∼4-year reduction in vascular age. Greater rejuvenation was observed in older, slower individuals.
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Affiliation(s)
- Anish N Bhuva
- Institute of Cardiovascular Science, University College London, London, United Kingdom; Department of Cardiovascular Imaging, Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom
| | - Andrew D'Silva
- Cardiology Clinical & Academic Group, St George's, University of London, London, United Kingdom. https://twitter.com/AndrewJMDSilva
| | - Camilla Torlasco
- Department of Cardiovascular Imaging, Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom; Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular, Neural and Metabolic Sciences, San Luca Hospital, Lucca, Italy
| | - Siana Jones
- Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Niromila Nadarajan
- Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Jet Van Zalen
- Department of Cardiovascular Imaging, Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom
| | - Nish Chaturvedi
- Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Guy Lloyd
- Department of Cardiovascular Imaging, Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom
| | - Sanjay Sharma
- Cardiology Clinical & Academic Group, St George's, University of London, London, United Kingdom
| | - James C Moon
- Institute of Cardiovascular Science, University College London, London, United Kingdom; Department of Cardiovascular Imaging, Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom
| | - Alun D Hughes
- Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Charlotte H Manisty
- Institute of Cardiovascular Science, University College London, London, United Kingdom; Department of Cardiovascular Imaging, Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom.
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15
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Mueller N, Streis J, Müller S, Pavenstädt H, Felderhoff T, Reuter S, Busch V. Pulse Wave Analysis and Pulse Wave Velocity for Fistula Assessment. Kidney Blood Press Res 2020; 45:576-588. [PMID: 32575106 DOI: 10.1159/000506741] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 02/19/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND/AIMS Pulse wave analysis (PWA) and pulse wave velocity (PWV) provide information about arterial stiffness and elasticity, which is mainly used for cardiovascular risk stratification. In the presented prospective observational pilot study, we examined the hypothesis that radiocephalic fistula (RCF)-related changes of haemodynamics and blood vessel morphology including high as well as low flow can be seen in specific changes of pulse wave (PW) morphology. METHODS Fifty-six patients with RCF underwent local ambilateral peripheral PWA and PWV measurement with the SphygmoCor® device. Given that the output parameters of the SphygmoCor® are not relevant for the study objectives, we defined new suitable parameters for PWA in direct proximity to fistulas and established an appropriate analysing algorithm. Duplex sonography served as reference method. RESULTS Marked changes of peripheral PW morphology when considering interarm differences of slope and areas between the fistula and non-fistula arms were observed in the Arteria radialis, A. brachialis and arterialized Vena cephalica. The sum of the slope differences was found to correlate with an increased flow, while in patients with fistula failure no changes in PW morphology were seen. Moreover, PWV was significantly reduced in the fistula arm. CONCLUSION Beside duplex sonography, ambilateral peripheral PWA and PWV measurements are potential new clinical applications to characterize and monitor RCF function, especially in terms of high and low flow.
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Affiliation(s)
- Niklas Mueller
- Department of Internal Medicine D, Division of General Internal Medicine, Nephrology and Rheumatology, University Hospital Münster, Münster, Germany.,Department of Internal Medicine III, Division of Haematology and Oncology, Hospital of the Ludwig-Maximilians University Munich, Munich, Germany
| | - Joachim Streis
- Research Center for BioMedical Technology, University of Applied Sciences and Arts, Dortmund, Germany
| | - Sandra Müller
- Kurt Gödel Research Center, Faculty of Mathematics, University of Vienna, Vienna, Austria
| | - Hermann Pavenstädt
- Department of Internal Medicine D, Division of General Internal Medicine, Nephrology and Rheumatology, University Hospital Münster, Münster, Germany
| | - Thomas Felderhoff
- Research Center for BioMedical Technology, University of Applied Sciences and Arts, Dortmund, Germany
| | - Stefan Reuter
- Department of Internal Medicine D, Division of General Internal Medicine, Nephrology and Rheumatology, University Hospital Münster, Münster, Germany,
| | - Veit Busch
- Department of Internal Medicine D, Division of General Internal Medicine, Nephrology and Rheumatology, University Hospital Münster, Münster, Germany.,Research Center for BioMedical Technology, University of Applied Sciences and Arts, Dortmund, Germany.,Nephrovital, Kamen, Germany
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16
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Morphometric, Hemodynamic, and Multi-Omics Analyses in Heart Failure Rats with Preserved Ejection Fraction. Int J Mol Sci 2020; 21:ijms21093362. [PMID: 32397533 PMCID: PMC7247709 DOI: 10.3390/ijms21093362] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 04/29/2020] [Accepted: 05/07/2020] [Indexed: 12/30/2022] Open
Abstract
(1) Background: There are no successive treatments for heart failure with preserved ejection fraction (HFpEF) because of complex interactions between environmental, histological, and genetic risk factors. The objective of the study is to investigate changes in cardiomyocytes and molecular networks associated with HFpEF. (2) Methods: Dahl salt-sensitive (DSS) rats developed HFpEF when fed with a high-salt (HS) diet for 7 weeks, which was confirmed by in vivo and ex vivo measurements. Shotgun proteomics, microarray, Western blot, and quantitative RT-PCR analyses were further carried out to investigate cellular and molecular mechanisms. (3) Results: Rats with HFpEF showed diastolic dysfunction, impaired systolic function, and prolonged repolarization of myocytes, owing to an increase in cell size and apoptosis of myocytes. Heatmap of multi-omics further showed significant differences between rats with HFpEF and controls. Gene Set Enrichment Analysis (GSEA) of multi-omics revealed genetic risk factors involved in cardiac muscle contraction, proteasome, B cell receptor signaling, and p53 signaling pathway. Gene Ontology (GO) analysis of multi-omics showed the inflammatory response and mitochondrial fission as top biological processes that may deteriorate myocyte stiffening. GO analysis of protein-to-protein network indicated cytoskeleton protein, cell fraction, enzyme binding, and ATP binding as the top enriched molecular functions. Western blot validated upregulated Mff and Itga9 and downregulated Map1lc3a in the HS group, which likely contributed to accumulation of aberrant mitochondria to increase ROS and elevation of myocyte stiffness, and subsequent contractile dysfunction and myocardial apoptosis. (4) Conclusions: Multi-omics analysis revealed multiple pathways associated with HFpEF. This study shows insight into molecular mechanisms for the development of HFpEF and may provide potential targets for the treatment of HFpEF.
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17
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Afkhami RG, Walker FR, Ramadan S, Johnson S. A Dynamic Model of Brain Hemodynamics in Near-Infrared Spectroscopy. IEEE Trans Biomed Eng 2019; 67:2103-2109. [PMID: 31751221 DOI: 10.1109/tbme.2019.2954829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Near-infrared spectroscopy (NiRS) is a noninvasive technology used in measuring oxy- and deoxy-hemoglobin changes, neural activation, functional connectivity, and vascular health assessment. In this paper, we propose a dynamic model of the NiRS signal to facilitate a better understanding of the underlying elements of this signal and as a means of validation for existing and new NiRS signal processing algorithms. METHODS The model incorporates arterial pulsations, its possible frequency drifts and the reflected waves, the hemodynamic response function (HRF), Mayer waves, respiratory waves and other very low-frequency components of the NiRS signal. Parameter selection and model fitting have been carried out using measurements from a NiRS database. Our database includes 25 participants each with 64 channels, covering all the scalp and therefore providing realistic measures of the varying parameters. RESULTS We compared synthetic resting-state and HRF-included model outputs with in vivo resting and task-included measurements. The results showed a significant equivalence of the in vivo and synthetic signals. CONCLUSION The proposed signal model generates realistic NiRS signals. SIGNIFICANCE The model accepts simple physiological and physical parameters to produce realistic NiRS signals and will accelerate the growth of optical signal processing algorithms.
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Colebank MJ, Paun LM, Qureshi MU, Chesler N, Husmeier D, Olufsen MS, Fix LE. Influence of image segmentation on one-dimensional fluid dynamics predictions in the mouse pulmonary arteries. J R Soc Interface 2019; 16:20190284. [PMID: 31575347 DOI: 10.1098/rsif.2019.0284] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Computational fluid dynamics (CFD) models are emerging tools for assisting in diagnostic assessment of cardiovascular disease. Recent advances in image segmentation have made subject-specific modelling of the cardiovascular system a feasible task, which is particularly important in the case of pulmonary hypertension, requiring a combination of invasive and non-invasive procedures for diagnosis. Uncertainty in image segmentation propagates to CFD model predictions, making the quantification of segmentation-induced uncertainty crucial for subject-specific models. This study quantifies the variability of one-dimensional CFD predictions by propagating the uncertainty of network geometry and connectivity to blood pressure and flow predictions. We analyse multiple segmentations of a single, excised mouse lung using different pre-segmentation parameters. A custom algorithm extracts vessel length, vessel radii and network connectivity for each segmented pulmonary network. Probability density functions are computed for vessel radius and length and then sampled to propagate uncertainties to haemodynamic predictions in a fixed network. In addition, we compute the uncertainty of model predictions to changes in network size and connectivity. Results show that variation in network connectivity is a larger contributor to haemodynamic uncertainty than vessel radius and length.
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Affiliation(s)
| | - L Mihaela Paun
- Mathematics and Statistics, University of Glasgow, Glasgow G12 8SQ, UK
| | - M Umar Qureshi
- Mathematics, NC State University, Raleigh, NC 27695, USA
| | - Naomi Chesler
- Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Dirk Husmeier
- Mathematics and Statistics, University of Glasgow, Glasgow G12 8SQ, UK
| | | | - Laura Ellwein Fix
- Mathematics and Applied Mathematics, Virginia Commonwealth University, Richmond, VA 23220, USA
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19
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Hacham WS, Khir AW. The speed, reflection and intensity of waves propagating in flexible tubes with aneurysm and stenosis: Experimental investigation. Proc Inst Mech Eng H 2019; 233:979-988. [PMID: 31291847 PMCID: PMC6745608 DOI: 10.1177/0954411919859994] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
A localized stenosis or aneurysm is a discontinuity that presents the pulse wave
produced by the contracting heart with a reflection site. However, neither wave
speed (c) in these discontinuities nor the size of reflection
in relation to the size of the discontinuity has been adequately studied before.
Therefore, the aim of this work is to study the propagation of waves traversing
flexible tubes in the presence of aneurysm and stenosis in vitro. We
manufactured different sized four stenosis and four aneurysm silicone sections,
connected one at a time to a flexible ‘mother’ tube, at the inlet of which a
single semi-sinusoidal wave was generated. Pressure and velocity were measured
simultaneously 25 cm downstream the inlet of the respective mother tube. The
wave speed was measured using the PU-loop method in the mother tube and within
each discontinuity using the foot-to-foot technique. The stenosis and aneurysm
dimensions and c were used to determine the reflection
coefficient (R) at each discontinuity. Wave intensity analysis
was used to determine the size of the reflected wave. The reflection coefficient
increased with the increase and decrease in the size of the aneurysm and
stenosis, respectively. c increased and decreased within
stenosis and aneurysms, respectively, compared to that of the mother tube.
Stenosis and aneurysm induced backward compression and expansion waves,
respectively; the size of which was related to the size of the reflection
coefficient at each discontinuity, increases with smaller stenosis and larger
aneurysms. Wave speed is inversely proportional to the size of the
discontinuity, exponentially increases with smaller stenosis and aneurysms and
always higher in the stenosis. The size of the compression and expansion
reflected wave depends on the size of R, increases with larger
aneurysms and smaller stenosis.
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Affiliation(s)
- Wisam S Hacham
- Brunel Institute for Bioengineering, Brunel University London, London, UK.,University of Baghdad, Baghdad, Iraq
| | - Ashraf W Khir
- Brunel Institute for Bioengineering, Brunel University London, London, UK
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20
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Qureshi MU, Colebank MJ, Schreier DA, Tabima DM, Haider MA, Chesler NC, Olufsen MS. Characteristic impedance: frequency or time domain approach? Physiol Meas 2018; 39:014004. [PMID: 29176040 DOI: 10.1088/1361-6579/aa9d60] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Characteristic impedance (Zc) is an important component in the theory of hemodynamics. It is a commonly used metric of proximal arterial stiffness and pulse wave velocity. Calculated using simultaneously measured dynamic pressure and flow data, estimates of characteristic impedance can be obtained using methods based on frequency or time domain analysis. Applications of these methods under different physiological and pathological conditions in species with different body sizes and heart rates show that the two approaches do not always agree. In this study, we have investigated the discrepancies between frequency and time domain estimates accounting for uncertainties associated with experimental processes and physiological conditions. APPROACH We have used published data measured in different species including humans, dogs, and mice to investigate: (a) the effects of time delay and signal noise in the pressure-flow data, (b) uncertainties about the blood flow conditions, (c) periodicity of the cardiac cycle versus the breathing cycle, on the frequency and time domain estimates of Zc, and (d) if discrepancies observed under different hemodynamic conditions can be eliminated. Main results and Significance: We have shown that the frequency and time domain estimates are not equally sensitive to certain characteristics of hemodynamic signals including phase lag between pressure and flow, signal to noise ratio and the end of systole retrograde flow. The discrepancies between two types of estimates are inherent due to their intrinsically different mathematical expressions and therefore it is impossible to define a criterion to resolve such discrepancies. Considering the interpretation and role of Zc as an important hemodynamic parameter, we suggest that the frequency and time domain estimates should be further assessed as two different hemodynamic parameters in a future study.
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Affiliation(s)
- M Umar Qureshi
- Department of Mathematics, North Carolina State University, Raleigh, NC, 27695, United States of America. Author to whom any correspondence should be addressed
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21
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Huang Y, Tang S, Chen JY, Huang C, Li J, Cai AP, Feng Y. Central aortic systolic blood pressure can predict prolonged QTc duration better than brachial artery systolic blood pressure in rural community residents. Clin Exp Hypertens 2017; 40:238-243. [PMID: 28872347 DOI: 10.1080/10641963.2017.1356843] [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: 12/22/2022]
Abstract
OBJECTIVES Previous studies have suggested that prolonged electrocardiogram QTc duration was independent risk factor for both increased cardiovascular and all-cause mortality, but there was no dating about the relationship between central aortic systolic blood pressure (CASP) and QTc duration. The aim of this study was to analyze the relationship between CASP and QTc duration, and assess whether CASP can predict prolonged QTc duration more than BSBP. METHODS A total of 500 patients were enrolled in this study, central and brachial aortic blood pressure and electrocardiogram QTc duration were measured. Pearson correlation was assessed for determining the associations of QTc duration with clinical conditions. Multivariate logistic regression analyses were performed to determine the independent predictor of prolonged QTc duration. Receiver operating characteristic (ROC) curve was used to evaluate the utility of blood pressure for prolonged QTc duration. RESULTS We found QTc durations were significantly positive with CASP (r = 0.308, p < 0.001), BSBP (r = 0.227, p < 0.001), and age (r = 0.154, p = 0.010), but negatively related to heart rate (r = -440, p < 0.001). A multiple logistic regression analysis demonstrated that the CASP was an independent determinant of prolonged QTc (OR = 1.648; 95%CI: 1.032, 2.101; p < 0.001). CASP had a better predictive value for prolonged QTc duration than (AUC: 0.771 vs. 0.646, p < 0.001) BSBP. CONCLUSION Our results suggested that the non-invasive CASP is independently correlated with QTc duration, and CASP can predict prolonged QTc duration more than BSBP.
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Affiliation(s)
- Yuqing Huang
- a Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Disease, Guangdong General Hospital, Guangdong Academy of Medical Sciences, School of Medicine , South China University of Technology , Guangzhou , China
| | - Songtao Tang
- b Department of General Practice, Community Health Center of Liaobu County , Dongguan , Guangdong , China
| | - Ji-Yan Chen
- a Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Disease, Guangdong General Hospital, Guangdong Academy of Medical Sciences, School of Medicine , South China University of Technology , Guangzhou , China
| | - Cheng Huang
- a Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Disease, Guangdong General Hospital, Guangdong Academy of Medical Sciences, School of Medicine , South China University of Technology , Guangzhou , China
| | - Jie Li
- a Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Disease, Guangdong General Hospital, Guangdong Academy of Medical Sciences, School of Medicine , South China University of Technology , Guangzhou , China
| | - An-Ping Cai
- a Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Disease, Guangdong General Hospital, Guangdong Academy of Medical Sciences, School of Medicine , South China University of Technology , Guangzhou , China
| | - Yingqing Feng
- a Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Disease, Guangdong General Hospital, Guangdong Academy of Medical Sciences, School of Medicine , South China University of Technology , Guangzhou , China
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Abstract
PURPOSE OF REVIEW Arterial pulse waveform analysis has a long tradition but has not pervaded medical routine yet. This review aims to answer the question whether the methodology is ready for prime time use. The current methodological consensus is assessed, existing technologies for waveform measurement and pulse wave analysis are discussed, and further needs for a widespread use are proposed. RECENT FINDINGS A consensus document on the understanding and analysis of the pulse waveform was published recently. Although still some discrepancies remain, the analysis using both pressure and flow waves is favoured. However, devices which enable pulse wave measurement are limited, and the comparability between devices is not sufficiently given. Pulse waveform analysis has the potential for prime time. It is currently on a way towards broader use, but still needs to overcome challenges before settling its role in medical routine.
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23
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Moço AV, Mondragon LZ, Wang W, Stuijk S, de Haan G. Camera-based assessment of arterial stiffness and wave reflection parameters from neck micro-motion. Physiol Meas 2017; 38:1576-1598. [DOI: 10.1088/1361-6579/aa7d43] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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24
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Kamoi S, Pretty C, Balmer J, Davidson S, Pironet A, Desaive T, Shaw GM, Chase JG. Improved pressure contour analysis for estimating cardiac stroke volume using pulse wave velocity measurement. Biomed Eng Online 2017; 16:51. [PMID: 28438216 PMCID: PMC5404318 DOI: 10.1186/s12938-017-0341-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 04/19/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Pressure contour analysis is commonly used to estimate cardiac performance for patients suffering from cardiovascular dysfunction in the intensive care unit. However, the existing techniques for continuous estimation of stroke volume (SV) from pressure measurement can be unreliable during hemodynamic instability, which is inevitable for patients requiring significant treatment. For this reason, pressure contour methods must be improved to capture changes in vascular properties and thus provide accurate conversion from pressure to flow. METHODS This paper presents a novel pressure contour method utilizing pulse wave velocity (PWV) measurement to capture vascular properties. A three-element Windkessel model combined with the reservoir-wave concept are used to decompose the pressure contour into components related to storage and flow. The model parameters are identified beat-to-beat from the water-hammer equation using measured PWV, wave component of the pressure, and an estimate of subject-specific aortic dimension. SV is then calculated by converting pressure to flow using identified model parameters. The accuracy of this novel method is investigated using data from porcine experiments (N = 4 Pietrain pigs, 20-24.5 kg), where hemodynamic properties were significantly altered using dobutamine, fluid administration, and mechanical ventilation. In the experiment, left ventricular volume was measured using admittance catheter, and aortic pressure waveforms were measured at two locations, the aortic arch and abdominal aorta. RESULTS Bland-Altman analysis comparing gold-standard SV measured by the admittance catheter and estimated SV from the novel method showed average limits of agreement of ±26% across significant hemodynamic alterations. This result shows the method is capable of estimating clinically acceptable absolute SV values according to Critchely and Critchely. CONCLUSION The novel pressure contour method presented can accurately estimate and track SV even when hemodynamic properties are significantly altered. Integrating PWV measurements into pressure contour analysis improves identification of beat-to-beat changes in Windkessel model parameters, and thus, provides accurate estimate of blood flow from measured pressure contour. The method has great potential for overcoming weaknesses associated with current pressure contour methods for estimating SV.
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Affiliation(s)
- Shun Kamoi
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Christopher Pretty
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Joel Balmer
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Shaun Davidson
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Antoine Pironet
- GIGA Cardiovascular Science, University of Liege, Liege, Belgium
| | - Thomas Desaive
- GIGA Cardiovascular Science, University of Liege, Liege, Belgium
| | - Geoffrey M. Shaw
- Intensive Care Unit, Christchurch Hospital, Christchurch, New Zealand
| | - J. Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
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25
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Kato Y, Yoshimoto S, Kuroda Y, Imura M, Yamashita S, Ogura T, Oshiro O. Noninvasive simultaneous measurement of blood pressure and blood flow velocity for hemodynamic analysis. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017; 2016:2570-2573. [PMID: 28268847 DOI: 10.1109/embc.2016.7591255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We describe a noninvasive and simultaneous measurement method of beat-by-beat blood pressure and blood flow velocity waveforms in the radial artery using tonometry and Doppler flowmetry. We conducted a subjective experiment in which hold-down pressure of tonometry was controlled for determining optimal hold-down pressure and the measurement accuracy under the optimal hold-down pressure was evaluated. As a result, blood pressure and blood flow velocity could be measured simultaneously without the influence of the hold-down pressure on the blood flow velocity. It was possible to analyze hemodynamic indicators, such as wave intensity and vascular impedance, with blood pressure and blood flow using the system. The proposed system for detecting unexpected fluctuations in blood pressure and the involved mechanisms may contribute to the treatment of cardiovascular diseases.
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26
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Sazonov I, Khir AW, Hacham WS, Boileau E, Carson JM, van Loon R, Ferguson C, Nithiarasu P. A novel method for non-invasively detecting the severity and location of aortic aneurysms. Biomech Model Mechanobiol 2017; 16:1225-1242. [PMID: 28220320 PMCID: PMC5511604 DOI: 10.1007/s10237-017-0884-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Accepted: 02/01/2017] [Indexed: 11/28/2022]
Abstract
The influence of an aortic aneurysm on blood flow waveforms is well established, but how to exploit this link for diagnostic purposes still remains challenging. This work uses a combination of experimental and computational modelling to study how aneurysms of various size affect the waveforms. Experimental studies are carried out on fusiform-type aneurysm models, and a comparison of results with those from a one-dimensional fluid–structure interaction model shows close agreement. Further mathematical analysis of these results allows the definition of several indicators that characterize the impact of an aneurysm on waveforms. These indicators are then further studied in a computational model of a systemic blood flow network. This demonstrates the methods’ ability to detect the location and severity of an aortic aneurysm through the analysis of flow waveforms in clinically accessible locations. Therefore, the proposed methodology shows a high potential for non-invasive aneurysm detectors/monitors.
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Affiliation(s)
- Igor Sazonov
- College of Engineering, Swansea University, Bay Campus, Fabian Way, Swansea, SA1 8EN, UK.
| | - Ashraf W Khir
- Brunel University London, Uxbridge, London, B8 3PH, UK
| | - Wisam S Hacham
- Brunel University London, Uxbridge, London, B8 3PH, UK.,Al-Khwarizmi College of Engineering, Baghdad University, Baghdad, Iraq
| | - Etienne Boileau
- College of Engineering, Swansea University, Bay Campus, Fabian Way, Swansea, SA1 8EN, UK
| | - Jason M Carson
- College of Engineering, Swansea University, Bay Campus, Fabian Way, Swansea, SA1 8EN, UK
| | - Raoul van Loon
- College of Engineering, Swansea University, Bay Campus, Fabian Way, Swansea, SA1 8EN, UK
| | - Colin Ferguson
- Department of Vascular Surgery ABMUHB, Morriston Hospital, Swansea, SA6 6NL, UK
| | - Perumal Nithiarasu
- College of Engineering, Swansea University, Bay Campus, Fabian Way, Swansea, SA1 8EN, UK
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27
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Su J, Hilberg O, Howard L, Simonsen U, Hughes AD. A review of wave mechanics in the pulmonary artery with an emphasis on wave intensity analysis. Acta Physiol (Oxf) 2016; 218:239-249. [PMID: 27636734 PMCID: PMC5120692 DOI: 10.1111/apha.12803] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 09/02/2016] [Accepted: 09/13/2016] [Indexed: 01/10/2023]
Abstract
Mean pulmonary arterial pressure and pulmonary vascular resistance (PVR) remain the most common haemodynamic measures to evaluate the severity and prognosis of pulmonary hypertension. However, PVR only captures the non-oscillatory component of the right ventricular hydraulic load and neglects the dynamic compliance of the pulmonary arteries and the contribution of wave transmission. Wave intensity analysis offers an alternative way to assess the pulmonary vasculature in health and disease. Wave speed is a measure of arterial stiffness, and the magnitude and timing of wave reflection provide information on the degree of impedance mismatch between the proximal and distal circulation. Studies in the pulmonary artery have demonstrated distinct differences in arterial wave propagation between individuals with and without pulmonary vascular disease. Notably, greater wave speed and greater wave reflection are observed in patients with pulmonary hypertension and in animal models exposed to hypoxia. Studying wave propagation makes a valuable contribution to the assessment of the arterial system in pulmonary hypertension, and here, we briefly review the current state of knowledge of the methods used to evaluate arterial waves in the pulmonary artery.
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Affiliation(s)
- Junjing Su
- Department of Biomedicine – Pharmacology, Aarhus University
- National Heart and Lung Institute, Imperial College London
| | - Ole Hilberg
- Department of Respiratory Medicine, Aarhus University Hospital
| | - Luke Howard
- National Heart and Lung Institute, Imperial College London
| | - Ulf Simonsen
- Department of Biomedicine – Pharmacology, Aarhus University
| | - Alun D Hughes
- National Heart and Lung Institute, Imperial College London
- Institute of Cardiovascular Science, University College London
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28
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Li Y, Parker KH, Khir AW. Using wave intensity analysis to determine local reflection coefficient in flexible tubes. J Biomech 2016; 49:2709-2717. [PMID: 27370783 DOI: 10.1016/j.jbiomech.2016.06.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Revised: 05/09/2016] [Accepted: 06/01/2016] [Indexed: 01/09/2023]
Abstract
It has been shown that reflected waves affect the shape and magnitude of the arterial pressure waveform, and that reflected waves have physiological and clinical prognostic values. In general the reflection coefficient is defined as the ratio of the energy of the reflected to the incident wave. Since pressure has the units of energy per unit volume, arterial reflection coefficient are traditionally defined as the ratio of reflected to the incident pressure. We demonstrate that this approach maybe prone to inaccuracies when applied locally. One of the main objectives of this work is to examine the possibility of using wave intensity, which has units of energy flux per unit area, to determine the reflection coefficient. We used an in vitro experimental setting with a single inlet tube joined to a second tube with different properties to form a single reflection site. The second tube was long enough to ensure that reflections from its outlet did not obscure the interactions of the initial wave. We generated an approximately half sinusoidal wave at the inlet of the tube and took measurements of pressure and flow along the tube. We calculated the reflection coefficient using wave intensity (RdI and RdI0.5) and wave energy (RI and RI0.5) as well as the measured pressure (RdP) and compared these results with the reflection coefficient calculated theoretically based on the mechanical properties of the tubes. The experimental results show that the reflection coefficients determined by all the techniques we studied increased or decreased with distance from the reflection site, depending on the type of reflection. In our experiments, RdP, RdI0.5 and RI0.5 are the most reliable parameters to measure the mean reflection coefficient, whilst RdI and RI provide the best measure of the local reflection coefficient, closest to the reflection site. Additional work with bifurcations, tapered tubes and in vivo experiments are needed to further understand, validate the method and assess its potential clinical use.
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Affiliation(s)
- Ye Li
- Brunel Institute for Bioengineering, Brunel University, Middlesex, UK
| | - Kim H Parker
- Department of Bioengineering, Imperial College, London, UK
| | - Ashraf W Khir
- Department of Mechanical Engineering, Brunel University, Middlesex, UK.
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29
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Hughes AD, Davies JE, Parker KH. The importance of wave reflection: A comparison of wave intensity analysis and separation of pressure into forward and backward components. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2015; 2013:229-32. [PMID: 24109666 DOI: 10.1109/embc.2013.6609479] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Waves and wave reflections play an undoubted role in arterial hemodynamics. Wave intensity analysis and separation of pressure into forward and backward components can both be used to analyze wave phenomena in arteries, but result in different interpretations regarding the contribution of wave reflections to the aorta blood pressure waveform. We compare these approaches using pressure and flow measurements made in the human aorta and discuss why the interpretations might differ.
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30
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Westerhof N, Segers P, Westerhof BE. Wave Separation, Wave Intensity, the Reservoir-Wave Concept, and the Instantaneous Wave-Free Ratio. Hypertension 2015; 66:93-8. [DOI: 10.1161/hypertensionaha.115.05567] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2015] [Accepted: 04/28/2015] [Indexed: 01/10/2023]
Abstract
Wave separation analysis and wave intensity analysis (WIA) use (aortic) pressure and flow to separate them in their forward and backward (reflected) waves. While wave separation analysis uses measured pressure and flow, WIA uses their derivatives. Because differentiation emphasizes rapid changes, WIA suppresses slow (diastolic) fluctuations of the waves and renders diastole a seemingly wave-free period. However, integration of the WIA-obtained forward and backward waves is equal to the wave separation analysis–obtained waves. Both the methods thus give similar results including backward waves spanning systole and diastole. Nevertheless, this seemingly wave-free period in diastole formed the basis of both the reservoir-wave concept and the Instantaneous wave-Free Ratio of (iFR) pressure and flow. The reservoir-wave concept introduces a reservoir pressure,
P
res
, (Frank Windkessel) as a wave-less phenomenon. Because this Windkessel model falls short in systole an excess pressure,
P
exc
, is introduced, which is assumed to have wave properties. The reservoir-wave concept, however, is internally inconsistent. The presumed wave-less
P
res
equals twice the backward pressure wave and travels, arriving later in the distal aorta. Hence, in contrast,
P
exc
is minimally affected by wave reflections. Taken together,
P
res
seems to behave as a wave, rather than
P
exc
. The iFR is also not without flaws, as easily demonstrated when applied to the aorta. The ratio of diastolic aortic pressure and flow implies division by zero giving nonsensical results. In conclusion, presumptions based on WIA have led to misconceptions that violate physical principles, and reservoir-wave concept and iFR should be abandoned.
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Affiliation(s)
- Nico Westerhof
- From the Departments Physiology and Pulmonary Diseases, ICaR-VU, VU University Medical Center, Amsterdam, The Netherlands (N.W.); IBiTech-bioMMeda, Department of Electronics and Information Systems, iMinds Medical IT, Ghent University, Gent, Belgium (P.S.); Edwards Lifesciences BMEYE, Critical Care Noninvasive, Amsterdam, The Netherlands (B.E.W.); and Heart Failure Research Center, Laboratory for Clinical Cardiovascular Physiology, Academic Medical Center, Amsterdam, The Netherlands (B.E.W.)
| | - Patrick Segers
- From the Departments Physiology and Pulmonary Diseases, ICaR-VU, VU University Medical Center, Amsterdam, The Netherlands (N.W.); IBiTech-bioMMeda, Department of Electronics and Information Systems, iMinds Medical IT, Ghent University, Gent, Belgium (P.S.); Edwards Lifesciences BMEYE, Critical Care Noninvasive, Amsterdam, The Netherlands (B.E.W.); and Heart Failure Research Center, Laboratory for Clinical Cardiovascular Physiology, Academic Medical Center, Amsterdam, The Netherlands (B.E.W.)
| | - Berend E. Westerhof
- From the Departments Physiology and Pulmonary Diseases, ICaR-VU, VU University Medical Center, Amsterdam, The Netherlands (N.W.); IBiTech-bioMMeda, Department of Electronics and Information Systems, iMinds Medical IT, Ghent University, Gent, Belgium (P.S.); Edwards Lifesciences BMEYE, Critical Care Noninvasive, Amsterdam, The Netherlands (B.E.W.); and Heart Failure Research Center, Laboratory for Clinical Cardiovascular Physiology, Academic Medical Center, Amsterdam, The Netherlands (B.E.W.)
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31
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Pahlevan NM, Tavallali P, Rinderknecht DG, Petrasek D, Matthews RV, Hou TY, Gharib M. Intrinsic frequency for a systems approach to haemodynamic waveform analysis with clinical applications. J R Soc Interface 2015; 11:20140617. [PMID: 25008087 DOI: 10.1098/rsif.2014.0617] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The reductionist approach has dominated the fields of biology and medicine for nearly a century. Here, we present a systems science approach to the analysis of physiological waveforms in the context of a specific case, cardiovascular physiology. Our goal in this study is to introduce a methodology that allows for novel insight into cardiovascular physiology and to show proof of concept for a new index for the evaluation of the cardiovascular system through pressure wave analysis. This methodology uses a modified version of sparse time-frequency representation (STFR) to extract two dominant frequencies we refer to as intrinsic frequencies (IFs; ω1 and ω2). The IFs are the dominant frequencies of the instantaneous frequency of the coupled heart + aorta system before the closure of the aortic valve and the decoupled aorta after valve closure. In this study, we extract the IFs from a series of aortic pressure waves obtained from both clinical data and a computational model. Our results demonstrate that at the heart rate at which the left ventricular pulsatile workload is minimized the two IFs are equal (ω1 = ω2). Extracted IFs from clinical data indicate that at young ages the total frequency variation (Δω = ω1 - ω2) is close to zero and that Δω increases with age or disease (e.g. heart failure and hypertension). While the focus of this paper is the cardiovascular system, this approach can easily be extended to other physiological systems or any biological signal.
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Affiliation(s)
- Niema M Pahlevan
- Medical Engineering, Division of Engineering and Applied Sciences, California Institute of Technology, 1200 East California Boulevard, MC 301-46, Pasadena, CA 91125, USA
| | - Peyman Tavallali
- Applied and Computational Mathematics, Division of Engineering and Applied Sciences, California Institute of Technology, 1200 East California Boulevard, MC 9-94, Pasadena, CA 91125, USA
| | - Derek G Rinderknecht
- Graduate Aerospace Laboratories, Division of Engineering and Applied Sciences, California Institute of Technology, 1200 East California Boulevard, MC 205-45, Pasadena, CA 91125, USA
| | - Danny Petrasek
- Medical Engineering, Division of Engineering and Applied Sciences, California Institute of Technology, 1200 East California Boulevard, MC 217-50, Pasadena, CA 91125, USA
| | - Ray V Matthews
- Keck School of Medicine, University of Southern California, 1510 San Pablo Street, Suite 322, Los Angeles, CA 90033, USA
| | - Thomas Y Hou
- Applied and Computational Mathematics, Division of Engineering and Applied Sciences, California Institute of Technology, 1200 East California Boulevard, MC 9-94, Pasadena, CA 91125, USA
| | - Morteza Gharib
- Graduate Aerospace Laboratories, Division of Engineering and Applied Sciences, California Institute of Technology, 1200 East California Boulevard, MC 205-45, Pasadena, CA 91125, USA
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32
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Kim CS, Fazeli N, McMurtry MS, Finegan BA, Hahn JO. Quantification of wave reflection using peripheral blood pressure waveforms. IEEE J Biomed Health Inform 2015; 19:309-16. [PMID: 25561452 DOI: 10.1109/jbhi.2014.2307273] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This paper presents a novel minimally invasive method for quantifying blood pressure (BP) wave reflection in the arterial tree. In this method, two peripheral BP waveforms are analyzed to obtain an estimate of central aortic BP waveform, which is used together with a peripheral BP waveform to compute forward and backward pressure waves. These forward and backward waves are then used to quantify the strength of wave reflection in the arterial tree. Two unique strengths of the proposed method are that 1) it replaces highly invasive central aortic BP and flow waveforms required in many existing methods by less invasive peripheral BP waveforms, and 2) it does not require estimation of characteristic impedance. The feasibility of the proposed method was examined in an experimental swine subject under a wide range of physiologic states and in 13 cardiac surgery patients. In the swine subject, the method was comparable to the reference method based on central aortic BP and flow. In cardiac surgery patients, the method was able to estimate forward and backward pressure waves in the absence of any central aortic waveforms: on the average, the root-mean-squared error between actual versus computed forward and backward pressure waves was less than 5 mmHg, and the error between actual versus computed reflection index was less than 0.03.
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33
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Nagaoka R, Masuno G, Kobayashi K, Yoshizawa S, Umemura SI, Saijo Y. Measurement of regional pulse-wave velocity using spatial compound imaging of the common carotid artery in vivo. ULTRASONICS 2015; 55:92-103. [PMID: 25152379 DOI: 10.1016/j.ultras.2014.07.018] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Revised: 06/22/2014] [Accepted: 07/30/2014] [Indexed: 06/03/2023]
Abstract
Pulse-wave velocity (PWV) is an important index for diagnosing cardiovascular diseases. The pulse wave is volumetric change induced by heartbeat or inflowing blood, and significantly depends on the propagating path and stiffness of the artery. In this study, PWV of the propagating wave was visualized using spatial compound imaging with high temporal resolution. The frame rate was 1000 Hz, or a time interval of 1 ms. Subjects were four young healthy males and one young healthy female (n=5, age: 23.8±1.17 years old), and the measurement area was the right common carotid artery. PWVs in four phases (the four phases of heart valve opening and closing) were investigated during a cardiac cycle. In phase I, the heart pulsates. In phase II, the tricuspid and mitral valves close, and the aortic and pulmonic valves open. In phase III, the tricuspid and mitral valves open, and the aortic and pulmonic valves close. In phase IV, the propagating wave is reflected. PWVs in phases II and III were easily observed. PWVs were 3.52±1.11 m/s in phase I, 5.62±0.30 m/s in phase II, 7.94±0.85 m/s in phase III, and -4.60±0.99 m/s for the reflective wave. PWV was measured using Spatial Compound Imaging with high temporal resolution, and the PWV in each phase may be used as the index for diagnosing stages of arteriosclerosis progression.
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Affiliation(s)
- Ryo Nagaoka
- Department of Biomedical Imaging, Graduate School of Biomedical Engineering, Tohoku University, 6-6-05 Aramaki Aza Aoba, Aobaku, Sendai 980-8579, Japan.
| | - Genta Masuno
- Department of Biomedical Imaging, Graduate School of Biomedical Engineering, Tohoku University, 6-6-05 Aramaki Aza Aoba, Aobaku, Sendai 980-8579, Japan
| | - Kazuto Kobayashi
- Division of Research and Development, Honda Electronics Co., Ltd., 20 Oyamazuka, Oiwa-cho, Toyohashi 411-3193, Japan
| | - Shin Yoshizawa
- Department of Wave-Triggered Nanomedicine, Graduate School of Engineering, Tohoku University, 6-6-05 Aramaki Aza Aoba, Aobaku, Sendai 980-8579, Japan
| | - Shin-ichiro Umemura
- Department of Wave-Triggered Nanomedicine, Graduate School of Engineering, Tohoku University, 6-6-05 Aramaki Aza Aoba, Aobaku, Sendai 980-8579, Japan
| | - Yoshifumi Saijo
- Department of Biomedical Imaging, Graduate School of Biomedical Engineering, Tohoku University, 6-6-05 Aramaki Aza Aoba, Aobaku, Sendai 980-8579, Japan
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34
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Fok H, Guilcher A, Brett S, Jiang B, Li Y, Epstein S, Alastruey J, Clapp B, Chowienczyk P. Dominance of the Forward Compression Wave in Determining Pulsatile Components of Blood Pressure. Hypertension 2014; 64:1116-23. [DOI: 10.1161/hypertensionaha.114.04050] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Henry Fok
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Antoine Guilcher
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Sally Brett
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Benyu Jiang
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Ye Li
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Sally Epstein
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Jordi Alastruey
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Brian Clapp
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
| | - Phil Chowienczyk
- From the British Heart Foundation Centre (H.F., A.G., S.B., B.J., Y.L., P.C.) and Division of Imaging Sciences and Biomedical Engineering (S.E., J.A.), King’s College London, London, United Kingdom; and Guy’s and St Thomas Foundation Trust Hospital, London, United Kingdom (B.C.)
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35
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Lungu A, Wild JM, Capener D, Kiely DG, Swift AJ, Hose DR. MRI model-based non-invasive differential diagnosis in pulmonary hypertension. J Biomech 2014; 47:2941-7. [PMID: 25145313 DOI: 10.1016/j.jbiomech.2014.07.024] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 07/01/2014] [Accepted: 07/14/2014] [Indexed: 11/30/2022]
Abstract
Pulmonary hypertension(PH) is a disorder characterised by increased mean pulmonary arterial pressure. Currently, the diagnosis of PH relies upon measurements taken during invasive right heart catheterisation (RHC). This paper describes a process to derive diagnostic parameters using only non-invasive methods based upon MRI imaging alone. Simultaneous measurements of main pulmonary artery (MPA) anatomy and flow are interpreted by 0D and 1D mathematical models, in order to infer the physiological status of the pulmonary circulation. Results are reported for 35 subjects, 27 of whom were patients clinically investigated for PH and eight of whom were healthy volunteers. The patients were divided into 3 sub-groups according to the severity of the disease state, one of which represented a negative diagnosis (NoPH), depending on the results of the clinical investigation, which included RHC and complementary MR imaging. Diagnostic indices are derived from two independent mathematical models, one based on the 1D wave equation and one based on an RCR Windkessel model. Using the first model it is shown that there is an increase in the ratio of the power in the reflected wave to that in the incident wave (Wpb/Wptotal) according to the classification of the disease state. Similarly, the second model shows an increase in the distal resistance with the disease status. The results of this pilot study demonstrate that there are statistically significant differences in the parameters derived from the proposed models depending on disease status, and thus suggest the potential for development of a non-invasive, image-based diagnostic test for pulmonary hypertension.
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Affiliation(s)
- A Lungu
- University of Sheffield, Cardiovascular Science Department, Sheffield, South Yorkshire, UK.
| | - J M Wild
- University of Sheffield, Cardiovascular Science Department, Sheffield, South Yorkshire, UK; INSIGNEO-Institute for in silico Medicine, University of Sheffield, Sheffield, South Yorkshire, UK
| | - D Capener
- University of Sheffield, Cardiovascular Science Department, Sheffield, South Yorkshire, UK
| | - D G Kiely
- Pulmonary Vascular Disease Unit, Sheffield, South Yorkshire, UK
| | - A J Swift
- University of Sheffield, Cardiovascular Science Department, Sheffield, South Yorkshire, UK; INSIGNEO-Institute for in silico Medicine, University of Sheffield, Sheffield, South Yorkshire, UK
| | - D R Hose
- University of Sheffield, Cardiovascular Science Department, Sheffield, South Yorkshire, UK; INSIGNEO-Institute for in silico Medicine, University of Sheffield, Sheffield, South Yorkshire, UK
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36
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Bouwmeester JC, Belenkie I, Shrive NG, Tyberg JV. Genesis of the characteristic pulmonary venous pressure waveform as described by the reservoir-wave model. J Physiol 2014; 592:3801-12. [PMID: 25015922 DOI: 10.1113/jphysiol.2014.272963] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Conventional haemodynamic analysis of pulmonary venous and left atrial (LA) pressure waveforms yields substantial forward and backward waves throughout the cardiac cycle; the reservoir wave model provides an alternative analysis with minimal waves during diastole. Pressure and flow in a single pulmonary vein (PV) and the main pulmonary artery (PA) were measured in anaesthetized dogs and the effects of hypoxia and nitric oxide, volume loading, and positive-end expiratory pressure (PEEP) were observed. The reservoir wave model was used to determine the reservoir contribution to PV pressure and flow. Subtracting reservoir pressure and flow resulted in 'excess' quantities which were treated as wave-related.Wave intensity analysis of excess pressure and flow quantified the contributions of waves originating upstream (from the PA) and downstream (from the LA and/or left ventricle (LV)).Major features of the characteristic PV waveform are caused by sequential LA and LV contraction and relaxation creating backward compression (i.e.pressure-increasing) waves followed by decompression (i.e. pressure-decreasing) waves. Mitral valve opening is linked to a backwards decompression wave (i.e. diastolic suction). During late systole and early diastole, forward waves originating in the PA are significant. These waves were attenuated less with volume loading and delayed with PEEP. The reservoir wave model shows that the forward and backward waves are negligible during LV diastasis and that the changes in pressure and flow can be accounted for by the discharge of upstream reservoirs. In sharp contrast, conventional analysis posits forward and backward waves such that much of the energy of the forward wave is opposed by the backward wave.
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Affiliation(s)
| | - Israel Belenkie
- Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, Alberta, Canada Department of Cardiac Sciences, University of Calgary, Calgary, Alberta, Canada Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nigel G Shrive
- Department of Civil Engineering, University of Calgary, Calgary, Alberta, Canada
| | - John V Tyberg
- Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, Alberta, Canada Department of Cardiac Sciences, University of Calgary, Calgary, Alberta, Canada Department of Physiology and Pharmacology, University of Calgary, Calgary, Alberta, Canada
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37
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Mynard JP, Smolich JJ. Wave potential and the one-dimensional windkessel as a wave-based paradigm of diastolic arterial hemodynamics. Am J Physiol Heart Circ Physiol 2014; 307:H307-18. [PMID: 24878775 DOI: 10.1152/ajpheart.00293.2014] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Controversy exists about whether one-dimensional wave theory can explain the "self-canceling" waves that accompany the diastolic pressure decay and discharge of the arterial reservoir. Although it has been proposed that reservoir and wave effects be treated as separate phenomena, thus avoiding the issue of self-canceling waves, we have argued that reservoir effects are a phenomenological and mathematical subset of wave effects. However, a complete wave-based explanation of self-canceling diastolic expansion (pressure-decreasing) waves has not yet been advanced. These waves are present in the forward and backward components of arterial pressure and flow (P ± and Q ±, respectively), which are calculated by integrating incremental pressure and flow changes (dP ± and dQ ±, respectively). While the integration constants for this calculation have previously been considered arbitrary, we showed that physiologically meaningful constants can be obtained by identifying "undisturbed pressure" as mean circulatory pressure. Using a series of numeric experiments, absolute P ± and Q ± values were shown to represent "wave potential," gradients of which produce propagating wavefronts. With the aid of a "one-dimensional windkessel," we showed how wave theory predicts discharge of the arterial reservoir. Simulated data, along with hemodynamic recordings in seven sheep, suggested that self-canceling diastolic waves arise from repeated and diffuse reflection of the late systolic forward expansion wave throughout the arterial system and at the closed aortic valve, along with progressive leakage of wave potential from the conduit arteries. The combination of wave and wave potential concepts leads to a comprehensive one-dimensional (i.e., wave-based) explanation of arterial hemodynamics, including the diastolic pressure decay.
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Affiliation(s)
- Jonathan P Mynard
- Heart Research, Clinical Sciences, Murdoch Childrens Research Institute, Parkville, Victoria, Australia; and Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Joseph J Smolich
- Heart Research, Clinical Sciences, Murdoch Childrens Research Institute, Parkville, Victoria, Australia; and Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
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Bensalah MZ, Bollache E, Kachenoura N, Giron A, De Cesare A, Macron L, Lefort M, Redheuill A, Mousseaux E. Geometry is a major determinant of flow reversal in proximal aorta. Am J Physiol Heart Circ Physiol 2014; 306:H1408-16. [DOI: 10.1152/ajpheart.00647.2013] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The aim of this study is to quantify aortic backward flow (BF) using phase-contrast cardiovascular magnetic resonance (PC-CMR) and to study its associations with age, indexes of arterial stiffness, and geometry. Although PC-CMR blood flow studies showed a simultaneous presence of BF and forward flow (FF) in the ascending aorta (AA), the relationship between aortic flows and aging as well as arterial stiffness and geometry in healthy volunteers has never been reported. We studied 96 healthy subjects [47 women, 39 ± 15 yr old (19–79 yr)]. Aortic stiffness [arch pulse wave velocity (PWVAO), AA distensibility], geometry (AA diameter and arch length), and parameters related to AA BF and FF (volumes, peaks, and onset times) were estimated from CMR. Applanation tonometry carotid-femoral pulse-wave velocity (PWVCF), carotid augmentation index, and time to return of the reflected pressure wave were assessed. Whereas FF parameters remained unchanged, BF onset time shortened significantly ( R2 = 0.18, P < 0.0001) and BF volume and BF-to-FF peaks ratio increased significantly ( R2 = 0.38 and R2 = 0.44, respectively, P < 0.0001) with aging. These two latter BF indexes were also related to stiffness indexes (PWVCF, R2 > 0.30; PWVAO, R2 > 0.24; and distensibility, R2 > 0.20, P < 0.001), augmentation index ( R2 > 0.20, P < 0.001), and aortic geometry (AA diameter, R2 > 0.58; and arch length, R2 > 0.31, P < 0.001). In multivariate analysis, aortic diameter was the strongest independent correlate of BF beyond age effect. In conclusion, AA BF estimated using PC-CMR increased significantly in terms of magnitude and volume and appeared earlier with aging and was mostly determined by aortic geometry. Thus BF indexes could be relevant markers of subclinical arterial wall alterations.
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Affiliation(s)
- Mourad Z. Bensalah
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
- Hôpital Européen Georges Pompidou, Inserm, UMR 970, Université Paris Descartes and Assistance Publique Hôpitaux de Paris, Cardiovascular Imaging Department, Paris, France
| | - Emilie Bollache
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
| | - Nadjia Kachenoura
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
| | - Alain Giron
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
| | - Alain De Cesare
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
| | - Laurent Macron
- Hôpital Européen Georges Pompidou, Inserm, UMR 970, Université Paris Descartes and Assistance Publique Hôpitaux de Paris, Cardiovascular Imaging Department, Paris, France
| | - Muriel Lefort
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
| | - Alban Redheuill
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
| | - Elie Mousseaux
- Sorbonne Universités, UPMC/Université Paris 06, UMR 7371, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- Inserm, UMR S 1146, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France
- CNRS, UMR 7371, Laboratoire d'Imagerie Biomédicale, F-75013, Paris, France; and
- Hôpital Européen Georges Pompidou, Inserm, UMR 970, Université Paris Descartes and Assistance Publique Hôpitaux de Paris, Cardiovascular Imaging Department, Paris, France
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Bouwmeester JC, Belenkie I, Shrive NG, Tyberg JV. Wave reflections in the pulmonary arteries analysed with the reservoir-wave model. J Physiol 2014; 592:3053-62. [PMID: 24756638 DOI: 10.1113/jphysiol.2014.273094] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Conventional haemodynamic analysis of pressure and flow in the pulmonary circulation yields incident and reflected waves throughout the cardiac cycle, even during diastole. The reservoir-wave model provides an alternative haemodynamic analysis consistent with minimal wave activity during diastole. Pressure and flow in the main pulmonary artery were measured in anaesthetized dogs and the effects of hypoxia and nitric oxide, volume loading and positive end-expiratory pressure were observed. The reservoir-wave model was used to determine the reservoir contribution to pressure and flow and once subtracted, resulted in 'excess' quantities, which were treated as wave-related. Wave intensity analysis quantified the contributions of waves originating upstream (forward-going waves) and downstream (backward-going waves). In the pulmonary artery, negative reflections of incident waves created by the right ventricle were observed. Overall, the distance from the pulmonary artery valve to this reflection site was calculated to be 5.7 ± 0.2 cm. During 100% O2 ventilation, the strength of these reflections increased 10% with volume loading and decreased 4% with 10 cmH2O positive end-expiratory pressure. In the pulmonary arterial circulation, negative reflections arise from the junction of lobar arteries from the left and right pulmonary arteries. This mechanism serves to reduce peak systolic pressure, while increasing blood flow.
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Affiliation(s)
| | - Israel Belenkie
- Libin Cardiovascular Institute of Alberta Departments of Cardiac Sciences Medicine
| | | | - John V Tyberg
- Libin Cardiovascular Institute of Alberta Departments of Cardiac Sciences Physiology and Pharmacology, University of Calgary, Calgary, Alberta, Canada
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Fok H, Guilcher A, Li Y, Brett S, Shah A, Clapp B, Chowienczyk P. Augmentation pressure is influenced by ventricular contractility/relaxation dynamics: novel mechanism of reduction of pulse pressure by nitrates. Hypertension 2014; 63:1050-5. [PMID: 24516104 DOI: 10.1161/hypertensionaha.113.02955] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Augmentation pressure (AP), the increment in aortic pressure above its first systolic shoulder, is thought to be determined mainly by pressure wave reflection but could be influenced by ventricular ejection characteristics. We sought to determine the mechanism by which AP is selectively reduced by nitroglycerin (NTG). Simultaneous measurements of aortic pressure and flow were made at the time of cardiac catheterization in 30 subjects (11 women; age, 61±13 years [mean±SD]) to perform wave intensity analysis and calculate forward and backward components of AP generated by the ventricle and arterial tree, respectively. Measurements were made at baseline and after NTG given systemically (800 μg sublingually, n=20) and locally by intracoronary infusion (1 μg/min; n=10). Systemic NTG had no significant effect on first shoulder pressure but reduced augmentation (and central pulse pressure) by 12.8±3.1 mm Hg (P<0.0001). This resulted from a reduction in forward and backward wave components of AP by 7.0±2.4 and 5.8±1.3 mm Hg, respectively (each P<0.02). NTG had no significant effect on the ratio of amplitudes of either backward/forward waves or backward/forward compression wave energies, suggesting that effects on the backward wave were largely secondary to those on the forward wave. Time to the forward expansion wave was reduced (P<0.05). Intracoronary NTG decreased AP by 8.3±3.6 mm Hg (P<0.05) with no significant effect on the backward wave. NTG reduces AP and central pulse pressure by a mechanism that is, at least in part, independent of arterial reflections and relates to ventricular contraction/relaxation dynamics with enhanced myocardial relaxation.
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Affiliation(s)
- Henry Fok
- Department of Clinical Pharmacology, St Thomas' Hospital, King's College London, Lambeth Palace Rd, London SE1 7EH, United Kingdom.
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Hemodynamic correlates of late systolic flow velocity augmentation in the carotid artery. Int J Hypertens 2013; 2013:920605. [PMID: 24349765 PMCID: PMC3848317 DOI: 10.1155/2013/920605] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Revised: 09/29/2013] [Accepted: 09/30/2013] [Indexed: 01/09/2023] Open
Abstract
Background. The contour of the common carotid artery (CCA) blood flow velocity waveform changes with age; CCA flow velocity increases during late systole, and this may contribute to cerebrovascular disease. Late systolic flow velocity augmentation can be quantified using the flow augmentation index (FAIx). We examined hemodynamic correlates of FAIx to gain insight into determinants of CCA flow patterns. Methods. CCA Doppler ultrasound and wave intensity analysis (WIA) were used to assess regional hemodynamics in 18 young healthy men (age 22 ± 1 years). Forward waves (W1) and backward waves (negative area, NA) were measured and used to calculate the reflection index (NA/W1 = RIx). Additional parameters included W2 which is a forward travelling expansion/decompression wave of myocardial origin that produces suction, CCA single-point pulse wave velocity (PWV) as a measure of arterial stiffness, and CCA pressure augmentation index (AIx). Results. Primary correlates of FAIx included W2 (r = − 0.52, P < 0.05), logRIx (r = 0.56, P < 0.05), and AIx (r = 0.60, P < 0.05). FAIx was not associated with CCA stiffness (P > 0.05). Conclusions. FAIx is a complex ventricular-vascular coupling parameter that is associated with both increased expansion wave magnitude (increased suction from the left ventricle) and increased pressure from wave reflections.
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Heffernan KS, Lefferts WK, Kasprowicz AG, Tarzia BJ, Thijssen DH, Brutsaert TD. Manipulation of arterial stiffness, wave reflections, and retrograde shear rate in the femoral artery using lower limb external compression. Physiol Rep 2013; 1:e00022. [PMID: 24303111 PMCID: PMC3831918 DOI: 10.1002/phy2.22] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Revised: 05/23/2013] [Accepted: 05/29/2013] [Indexed: 11/09/2022] Open
Abstract
Exposure of the arterial wall to retrograde shear acutely leads to endothelial dysfunction and chronically contributes to a proatherogenic vascular phenotype. Arterial stiffness and increased pressure from wave reflections are known arbiters of blood flow in the systemic circulation and each related to atherosclerosis. Using distal external compression of the calf to increase upstream retrograde shear in the superficial femoral artery (SFA), we examined the hypothesis that changes in retrograde shear are correlated with changes in SFA stiffness and pressure from wave reflections. For this purpose, a pneumatic cuff was applied to the calf and inflated to 0, 35, and 70 mmHg (5 min compression, randomized order, separated by 5 min) in 16 healthy young men (23 ± 1 years of age). Doppler ultrasound and wave intensity analysis was used to measure SFA retrograde shear rate, reflected pressure wave intensity (negative area [NA]), elastic modulus (Ep), and a single-point pulse wave velocity (PWV) during acute cuff inflation. Cuff inflation resulted in stepwise increases in retrograde shear rate (P < 0.05 for main effect). There were also significant cuff pressure-dependent increases in NA, Ep, and PWV across conditions (P < 0.05 for main effects). Change in NA, but not Ep or PWV, was associated with change in retrograde shear rate across conditions (P < 0.05). In conclusion, external compression of the calf increases retrograde shear, arterial stiffness, and pressure from wave reflection in the upstream SFA in a dose-dependent manner. Wave reflection intensity, but not arterial stiffness, is correlated with changes in peripheral retrograde shear with this hemodynamic manipulation.
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Affiliation(s)
- Kevin S Heffernan
- Department of Exercise Science, Syracuse University Syracuse, New York
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Schultz MG, Davies JE, Roberts-Thomson P, Black JA, Hughes AD, Sharman JE. Exercise Central (Aortic) Blood Pressure Is Predominantly Driven by Forward Traveling Waves, Not Wave Reflection. Hypertension 2013; 62:175-82. [DOI: 10.1161/hypertensionaha.111.00584] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Martin G. Schultz
- From the Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia (M.G.S., J.E.S.); International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London, London, United Kingdom (J.E.D., A.D.H.); and Royal Hobart Hospital, Hobart, Australia (P.R.-T., J.A.B.)
| | - Justin E. Davies
- From the Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia (M.G.S., J.E.S.); International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London, London, United Kingdom (J.E.D., A.D.H.); and Royal Hobart Hospital, Hobart, Australia (P.R.-T., J.A.B.)
| | - Phillip Roberts-Thomson
- From the Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia (M.G.S., J.E.S.); International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London, London, United Kingdom (J.E.D., A.D.H.); and Royal Hobart Hospital, Hobart, Australia (P.R.-T., J.A.B.)
| | - J. Andrew Black
- From the Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia (M.G.S., J.E.S.); International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London, London, United Kingdom (J.E.D., A.D.H.); and Royal Hobart Hospital, Hobart, Australia (P.R.-T., J.A.B.)
| | - Alun D. Hughes
- From the Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia (M.G.S., J.E.S.); International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London, London, United Kingdom (J.E.D., A.D.H.); and Royal Hobart Hospital, Hobart, Australia (P.R.-T., J.A.B.)
| | - James E. Sharman
- From the Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia (M.G.S., J.E.S.); International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London, London, United Kingdom (J.E.D., A.D.H.); and Royal Hobart Hospital, Hobart, Australia (P.R.-T., J.A.B.)
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Hughes AD, Park C, Davies J, Francis D, McG Thom SA, Mayet J, Parker KH. Limitations of augmentation index in the assessment of wave reflection in normotensive healthy individuals. PLoS One 2013; 8:e59371. [PMID: 23544061 PMCID: PMC3609862 DOI: 10.1371/journal.pone.0059371] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 02/13/2013] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES Augmentation index (AIx) is widely used as a measure of wave reflection. We compared the relationship between AIx and age, height and sex with 'gold standard' measures of wave reflection derived from measurements of pressure and flow to establish how well AIx measures wave reflection. MATERIALS AND METHODS Measurements of carotid pressure and flow velocity were made in the carotid artery of 65 healthy normotensive individuals (age 21-78 yr; 43 male) and pulse wave analysis, wave intensity analysis and wave separation was performed; waveforms were classified into type A, B or C. AIx, the time of the first shoulder (T(s)), wave reflection index (WRI) and the ratio of backward to forward pressure (P(b)/P(f)) were calculated. RESULTS AIx did not correlate with log WRI or P(b)/P(f). When AIx was restricted to positive values AIx and log WRI were positively correlated (r = 0.33; p = 0.04). In contrast log WRI and P(b)/P(f) were closely correlated (r = 0.66; p<0.001). There was no correlation between the T(s) and the timing of Pb or the reflected wave identified by wave intensity analysis. Wave intensity analysis showed that the morphology of type C waveforms (negative AIx) was principally due to a forward travelling (re-reflected) decompression wave in mid-systole. AIx correlated positively with age, inversely with height and was higher in women. In contrast log WRI and P(b)/P(f) showed negative associations with age, were unrelated to height and did not differ significantly by gender. CONCLUSIONS AIx has serious limitations as a measure of wave reflection. Negative AIx values derived from Type C waves should not be used as estimates of wave reflection magnitude.
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Affiliation(s)
- Alun D Hughes
- International Centre for Circulatory Health, National Heart and Lung Institute, Imperial College London and Imperial College Healthcare NHS Trust, London, United Kingdom.
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45
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Tyberg JV, Bouwmeester JC, Shrive NG, Wang JJ. Rebuttal from John V. Tyberg, J. Christopher Bouwmeester, Nigel G. Shrive and Jiun-Jr Wang. J Physiol 2013. [DOI: 10.1113/jphysiol.2012.250357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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Hametner B, Weber T, Mayer C, Kropf J, Wassertheurer S. Effects of Different Blood Flow Models on the Determination of Arterial Characteristic Impedance. ACTA ACUST UNITED AC 2012. [DOI: 10.3182/20120215-3-at-3016.00162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Ghasemzadeh N, Zafari AM. A brief journey into the history of the arterial pulse. Cardiol Res Pract 2011; 2011:164832. [PMID: 21811677 PMCID: PMC3147130 DOI: 10.4061/2011/164832] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2010] [Revised: 04/26/2011] [Accepted: 05/20/2011] [Indexed: 11/20/2022] Open
Abstract
Objective. This paper illustrates the evolution of our knowledge of the arterial pulse from ancient times to the present. Several techniques for arterial pulse evaluation throughout history are discussed. Methods. Using databases including Worldcat, Pubmed, and Emory University Libraries' Catalogue, the significance of the arterial pulse is discussed in three historical eras of medicine: ancient, medieval, and modern. Summary. Techniques used over time to analyze arterial pulse and its characteristics have advanced from simple evaluation by touch to complex methodologies such as ultrasonography and plethysmography. Today's understanding of the various characteristics of the arterial pulse relies on our ancestors' observations and experiments. The pursuit of science continues to lead to major advancements in our knowledge of the arterial pulse and its application in diagnosis of atherosclerotic disease.
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Affiliation(s)
- Nima Ghasemzadeh
- Atlanta Veterans Affairs Medical Center, Decatur, GA 30033-4004, USA
- Division of Cardiology, Emory University School of Medicine, 1639 Pierce Drive, 322 WMB, Atlanta, GA 30322, USA
| | - A. Maziar Zafari
- Atlanta Veterans Affairs Medical Center, Decatur, GA 30033-4004, USA
- Division of Cardiology, Emory University School of Medicine, 1639 Pierce Drive, 322 WMB, Atlanta, GA 30322, USA
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Wang JJ, Shrive NG, Parker KH, Hughes AD, Tyberg JV. Wave propagation and reflection in the canine aorta: analysis using a reservoir-wave approach. Can J Cardiol 2011; 27:389.e1-10. [PMID: 21601775 DOI: 10.1016/j.cjca.2010.12.072] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2010] [Accepted: 05/10/2010] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Our objective was to demonstrate wave propagation and reflection in the canine aorta. Recently we proposed that aortic pressure is the instantaneous sum of wave-related or "excess" pressure and reservoir or windkessel pressure. Accordingly, in this research we calculated reservoir pressure and subtracted it from measured pressure to identify the change in pressure due to forward- or backward-travelling waves. METHODS In 8 anesthetized dogs, excess pressures were calculated from pressure and flow measurements at 4 locations along the aorta; wave intensity analysis was employed to identify wavefronts and the type of waves. RESULTS We found that forward compression and decompression waves generated by the left ventricle are reflected, first, from a negative or "open-end" reflection site near the renal arteries (32.0 ± 0.8 cm [SEM] from the aortic root) and, second, from a positive site in the femoral arteries (65.3 ± 2.8 cm or 54.9 ± 2.1 cm, based on 2 alternative extrapolation techniques). CONCLUSIONS Aortic wave propagation and reflection can be demonstrated clearly and directly by wave intensity analysis after volume-related changes-changes in reservoir or windkessel pressure-in aortic pressure are accounted for.
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Affiliation(s)
- Jiun-Jr Wang
- Department of Cardiac Sciences, University of Calgary, Calgary, Alberta, Canada
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50
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Davis SCAT, Westerhof BE, van den Bogaard B, Bogert LWJ, Truijen J, Kim YS, Westerhof N, van Lieshout JJ. Active standing reduces wave reflection in the presence of increased peripheral resistance in young and old healthy individuals. J Hypertens 2011; 29:682-9. [PMID: 21330938 DOI: 10.1097/hjh.0b013e328343cda9] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Pressure wave reflections are age-dependent and generally assumed to increase with increasing peripheral resistance. We sought to determine the effect of standing on wave reflection in healthy older and younger individuals and the influence of increased peripheral resistance. METHODS During supine rest and active standing, continuous finger arterial blood pressure was measured. Data obtained in the supine period and after 1 and 5 min standing were analysed. Aortic pressure and flow, calculated from finger pressure, were used to derive forward and backward pressure waves, reflection magnitude (ratio of backward and forward pressure waves), augmentation index, and peripheral resistance. RESULTS Fifteen healthy older (aged 53±7 years) and 15 healthy younger (aged 29±5 years) individuals were included. In both groups, upon standing, stroke volume, cardiac output and pulse pressure decreased with an increase in heart rate and in diastolic pressure. In the older group peripheral resistance increased from 1.3±0.4 to 1.5±0.4 and 1.5±0.4 for supine, 1 and 5 min standing, whereas reflection magnitude decreased from 0.67±0.1 to 0.61±0.1 and 0.61±0.1, and augmentation index from 33±11 to 23±12 and 25±11. In the younger group peripheral resistance increased from 0.9±0.2 to 1.1±0.2 and 1.1±0.2, whereas reflection magnitude decreased from 0.55±0.05 to 0.48±0.05 and 0.49±0.05 and augmentation index from 18±11 to 1±18 and 4±19. CONCLUSION With standing, haemodynamic variables change similarly in older and younger individuals. The opposite changes in reflection magnitude and peripheral resistance suggest that reflection and pressure augmentation are not solely dependent on peripheral resistance.
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Affiliation(s)
- Shyrin C A T Davis
- Department of Internal Medicine, Laboratory for Clinical Cardiovascular Physiology, Center for Heart Failure Research, University of Amsterdam, The Netherlands
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