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Mynard JP, Kowalski R, Harrington HA, Kondiboyina A, Smolich JJ, Cheung MMH. Superiority of a Representative MRI Flow Waveform over Doppler Ultrasound for Aortic Wave Reflection Assessment in Children and Adolescents With/Without a History of Heart Disease. Ann Biomed Eng 2023; 51:2772-2784. [PMID: 37561232 PMCID: PMC10632254 DOI: 10.1007/s10439-023-03339-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 07/29/2023] [Indexed: 08/11/2023]
Abstract
Wave separation analysis (WSA) reveals the impact of forward- and backward-running waves on the arterial pressure pulse, but the calculations require a flow waveform. This study investigated (1) the variability of the ascending aortic flow waveform in children and adolescents with/without a childhood heart disease history (CHD); (2) the accuracy of WSA obtained with a representative flow waveform (RepFlow), compared with the triangulation method and published ultrasound-derived adult representative flow; (3) the impact of limitations in Doppler ultrasound on WSA; and (4) generalizability of results to adults with a history of CHD. Phase contrast MRI was performed in youth without (n = 45, Group 1, 10-19 years) and with CHD (n = 79, Group 2, 7-18 years), and adults with CHD history (n = 29, Group 3, 19-59 years). Segmented aortic cross-sectional area was used as a surrogate for the central pressure waveform in WSA. A subject-specific virtual Doppler ultrasound was performed on MRI data by extracting velocities from a sample volume. Time/amplitude-normalized ascending aortic flow waveforms were highly consistent amongst all groups. WSA with RepFlow therefore yielded errors < 10% in all groups for reflected wave magnitude and return time. Absolute errors were typically 1.5-3 times greater with other methods, including subject-specific (best-case/virtual) Doppler ultrasound, for which velocity profile skewing introduced waveform errors. Our data suggest that RepFlow is the optimal approach for pressure-only WSA in children and adolescents with/without CHD, as well as adults with CHD history, and may even be more accurate than subject-specific Doppler ultrasound in the ascending aorta.
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Affiliation(s)
- Jonathan P Mynard
- Heart Research, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, VIC, 3052, Australia.
- Department of Paediatrics, University of Melbourne, Parkville VIC, Australia.
- Department of Biomedical Engineering, University of Melbourne, Parkville VIC, Australia.
| | - Remi Kowalski
- Heart Research, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville VIC, Australia
- Department of Cardiology, Royal Children's Hospital, Parkville VIC, Australia
| | - Hilary A Harrington
- Heart Research, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, VIC, 3052, Australia
| | - Avinash Kondiboyina
- Heart Research, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville VIC, Australia
| | - Joseph J Smolich
- Heart Research, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville VIC, Australia
| | - Michael M H Cheung
- Heart Research, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, VIC, 3052, Australia
- Department of Paediatrics, University of Melbourne, Parkville VIC, Australia
- Department of Cardiology, Royal Children's Hospital, Parkville VIC, Australia
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Hametner B, Weber T, Wassertheurer S. Heart Failure: Insights From the Arterial Waves. J Am Heart Assoc 2023; 12:e029116. [PMID: 36892064 PMCID: PMC10111562 DOI: 10.1161/jaha.123.029116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/10/2023]
Affiliation(s)
- Bernhard Hametner
- Center for Health & Bioresources AIT Austrian Institute of Technology Vienna Austria
| | - Thomas Weber
- Cardiology Department, Klinikum Wels-Grieskirchen Wels Austria
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Weber T, Wassertheurer S, Mayer CC, Hametner B, Danninger K, Townsend RR, Mahfoud F, Kario K, Fahy M, DeBruin V, Peterson N, Negoita M, Weber MA, Kandzari DE, Schmieder RE, Tsioufis KP, Binder RK, Böhm M. Twenty-Four-Hour Pulsatile Hemodynamics Predict Brachial Blood Pressure Response to Renal Denervation in the SPYRAL HTN-OFF MED Trial. Hypertension 2022; 79:1506-1514. [PMID: 35582957 PMCID: PMC9172874 DOI: 10.1161/hypertensionaha.121.18641] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Renal denervation (RDN) lowers blood pressure (BP), but BP response is variable in individual patients. We investigated whether measures of pulsatile hemodynamics, obtained during 24-hour ambulatory BP monitoring, predict BP drop following RDN.
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Affiliation(s)
- Thomas Weber
- Cardiology Department, Klinikum Wels-Grieskirchen, Austria (T.W., K.D., R.K.B.)
| | | | - Christopher C Mayer
- AIT - Austrian Institute of Technology, Vienna, Austria (S.W., C.C.M., B.H.)
| | - Bernhard Hametner
- AIT - Austrian Institute of Technology, Vienna, Austria (S.W., C.C.M., B.H.)
| | - Kathrin Danninger
- Cardiology Department, Klinikum Wels-Grieskirchen, Austria (T.W., K.D., R.K.B.)
| | - Raymond R Townsend
- Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.R.T.)
| | - Felix Mahfoud
- Klinik für Innere Medizin III, Universitätsklinikum des Saarlandes, Saarland University, Homburg/Saar, Germany (F.M., M.B.)
| | - Kazuomi Kario
- Jichi Medical University School of Medicine, Tochigi, Japan (K.K.)
| | - Martin Fahy
- Medtronic PLC, Santa Rosa, CA (M.F., V.D., N.P., M.N.)
| | | | | | | | | | | | - Roland E Schmieder
- Department of Nephrology and Hypertension, University Hospital Erlangen, Friedrich Alexander University Erlangen Nürnberg, Germany (R.E.S.)
| | - Konstantinos P Tsioufis
- 1st Cardiology Clinic, National and Kapodistrian University of Athens, Hippokration Hospital, Greece (K.P.T.)
| | - Ronald K Binder
- Cardiology Department, Klinikum Wels-Grieskirchen, Austria (T.W., K.D., R.K.B.)
| | - Michael Böhm
- Klinik für Innere Medizin III, Universitätsklinikum des Saarlandes, Saarland University, Homburg/Saar, Germany (F.M., M.B.)
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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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Orter S, Möstl S, Bachler M, Hoffmann F, Mayer CC, Kaniusas E, Reisinger M, Wassertheurer S, Tank J, Jordan J, Hametner B. A comparison between left ventricular ejection time measurement methods during physiological changes induced by simulated microgravity. Exp Physiol 2021; 107:213-221. [PMID: 34921742 PMCID: PMC9303723 DOI: 10.1113/ep090103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 12/08/2021] [Indexed: 11/08/2022]
Abstract
NEW FINDINGS What is the central question of this study? There are two aims of this study. First, we validated easy-to-use oscillometric LVET against the classical echocardiographic LVET. Second, we investigated the progression of LVETI, PEPI, QS2I and PEP/LVET ratio during 60 days HDT. What is the main finding and its importance? LVETosci and LVETecho showed good agreement in effect direction. Thus, LVETosci might be a useful measure to evaluate cardiovascular responses during space flight. Moreover, the approach may have utility for individual follow up of patients with altered ejection times. Furthermore, significant effects of 60 days HDT were captured by measurements of LVETI, PEPI, QS2I and PEP/LVET ratio. ABSTRACT Easy to detect systolic time intervals may be used as parameters reflecting cardiovascular deconditioning. We compared left ventricular ejection time (LVET) measured via ultrasound doppler on the left ventricular outflow tract with oscillometric measured LVET measured at the brachialis. Furthermore, we assessed the progression of left ventricular ejection time index (LVETI), pre-ejection period index (PEPI) the Weissler index (PEP/LVET) and the total electromechanical systole index (QS2I) during prolonged strict head-down tilt bedrest including 16 male and 8 female subjects. Simultaneous oscillometric and echocardiographic LVET measurements show significant correlation (r = 0.53 with p = .0084 before bedrest and r = 0.73 with p < .05 at the last day of bedrest). The shortening of LVET during head-down tilt bedrest measured with both approaches is highly concordant in their effect direction with a concordance rate of 0.96. Our results furthermore report a significant decrease of LVETI (p < .0001) and QS2I (p = .0992) as well as a prolongation of PEPI (p = .0049) and PEP/LVET (p = .0003) during head down tilt bedrest over 60 days. 4 days after bedrest LVETI fully recovers to its baseline value. Because of the relationship between shortening of LVETI and heart failure progression, the easy-to-use oscillometric method might be not only a useful measure to evaluate the cardiovascular system during space flights, butcould also be of high value in a clinical setting. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Stefan Orter
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria.,Institute of Electrodynamics, Microwave and Circuit Engineering, Vienna University of Technology, Vienna, Austria
| | - Stefan Möstl
- Institute of Aerospace Medicine, German Aerospace Center, Cologne, Germany
| | - Martin Bachler
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria
| | - Fabian Hoffmann
- Institute of Aerospace Medicine, German Aerospace Center, Cologne, Germany
| | - Christopher C Mayer
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria
| | - Eugenijus Kaniusas
- Institute of Electrodynamics, Microwave and Circuit Engineering, Vienna University of Technology, Vienna, Austria
| | - Michaela Reisinger
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria
| | | | - Jens Tank
- Institute of Aerospace Medicine, German Aerospace Center, Cologne, Germany
| | - Jens Jordan
- Institute of Aerospace Medicine, German Aerospace Center, Cologne, Germany
| | - Bernhard Hametner
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria
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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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7
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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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Hametner B, Kastinger H, Wassertheurer S. Simulating re-reflections of arterial pressure waves at the aortic valve using difference equations. Proc Inst Mech Eng H 2020; 234:1243-1252. [PMID: 32686581 DOI: 10.1177/0954411920942704] [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] [Indexed: 11/16/2022]
Abstract
Re-reflections of arterial pressure waves at the aortic valve and their influence on aortic wave shape are only poorly understood so far. Therefore, the aim of this work is to establish a model enabling the simulation of re-reflection and to test its properties. A mathematical difference equation model is used for the simulations. In this model, the aortic blood pressure is split into its forward and backward components which are calculated separately. The respective equations include reflection percentages representing reflections throughout the arterial system and a reflection coefficient at the aortic valve. While the distal reflections are fixed, different scenarios for the reflection coefficient at the valve are simulated. The results show that the model is capable to provide physiological pressure curves only if re-reflections are assumed to be present during the whole cardiac cycle. The sensitivity analysis on the reflection coefficient at the aortic valve shows various effects of re-reflections on the modelled blood pressure curve. Higher levels of the reflection coefficient lead to higher systolic and diastolic pressure values. The augmentation index is notably influenced by the systolic level of the reflection coefficient. This difference equation model gives an adequate possibility to simulate aortic pressure incorporating re-reflections at the site of the aortic valve. Since a strong dependence of the aortic pressure wave on the choice of the reflection coefficient have been found, this indicates that re-reflections should be incorporated into models of wave transmission. Furthermore, re-reflections may also be considered in methods of arterial pulse wave analysis.
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Affiliation(s)
- Bernhard Hametner
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria
| | - Hannah Kastinger
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria.,Institute for Analysis and Scientific Computing, Vienna University of Technology, Vienna, Austria
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The Role of Arterial Stiffness and Central Hemodynamics in Heart Failure. ACTA ACUST UNITED AC 2020; 2:209-230. [PMID: 36262174 PMCID: PMC9536727 DOI: 10.36628/ijhf.2020.0029] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 09/01/2020] [Accepted: 09/03/2020] [Indexed: 02/06/2023]
Abstract
Whereas traditional understanding of left ventricular afterload was focused on a steady-state circulation model with continuous pressures and flow, a more realistic concept is emerging, taking the pulsatile nature of the heart and the arterial system into account. The most simple measure of pulsatility is brachial pulse pressure, representing the pulsatility fluctuating around the mean blood pressure level. Brachial pulse pressure is widely available, fundamentally associated with the development and treatment of heart failure (HF), but its analysis is often confounded in patients with established HF. The next step of analysis consists of arterial stiffness, central (rather than brachial) pressures, and of wave reflections. The latter are closely related to left ventricular late systolic afterload, ventricular remodeling, diastolic dysfunction, exercise capacity, and, in the long term, the risk of new-onset HF. Wave reflection may also evolve as a suitable therapeutic target for HF with preserved and reduced ejection fraction. A full understanding of ventricular-arterial coupling, however, requires dedicated analysis of time-resolved pressure and flow signals. This review provides a summary of current understanding of pulsatile hemodynamics in HF.
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10
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Weber T, Chirinos JA. Pulsatile arterial haemodynamics in heart failure. Eur Heart J 2019; 39:3847-3854. [PMID: 29947746 DOI: 10.1093/eurheartj/ehy346] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 05/29/2018] [Indexed: 12/15/2022] Open
Abstract
Due to the cyclic function of the human heart, pressure and flow in the circulation are pulsatile rather than continuous. Addressing pulsatile haemodynamics starts with the most convenient measurement, brachial pulse pressure, which is widely available, related to development and treatment of heart failure (HF), but often confounded in patients with established HF. The next level of analysis consists of central (rather than brachial) pressures and, more importantly, of wave reflections. The latter are closely related to left ventricular late systolic afterload, ventricular remodelling, diastolic dysfunction, exercise capacity, and, in the long-term, the risk of new-onset HF. Wave reflection may also represent a suitable therapeutic target. Treatments for HF with preserved and reduced ejection fraction, based on a reduction of wave reflection, are emerging. A full understanding of ventricular-arterial coupling, however, requires dedicated analysis of time-resolved pressure and flow signals, which can be readily accomplished with contemporary non-invasive imaging and modelling techniques. This review provides a summary of our current understanding of pulsatile haemodynamics in HF.
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Affiliation(s)
- Thomas Weber
- Department of Cardiology, Klinikum Wels-Grieskirchen, Austria
| | - Julio A Chirinos
- University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania, Philadelphia, PA, USA
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11
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Xiao H, Qi L, Xu L, Li D, Hu B, Zhao P, Ren H, Huang J. Estimation of wave reflection in aorta from radial pulse waveform by artificial neural network: a numerical study. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2019; 182:105064. [PMID: 31518768 DOI: 10.1016/j.cmpb.2019.105064] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 08/01/2019] [Accepted: 09/02/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND AND OBJECTIVE Wave reflection in aorta has been shown to have incremental value for predicting cardiovascular events. However, its estimation by wave separation analysis (WSA) is complex. METHODS In this study, a novel method was proposed based on a cascade artificial neural network (ANN) for wave reflection estimation by the frequency features of radial pressure waveform alone. The simulation database of 4000 samples was generated by a 55-segment transmission line model of human arterial tree and was used for evaluating the ANN with 10-fold cross validation for the estimation of reflection magnitude (RMANN) and reflection index (RIANN) of wave reflection in aorta. RM and RI also were estimated by the WSA with a triangle waveform of aortic flow (RMWSA and RIWSA) and with a real aortic flow waveform (RMRef and RIRef) as reference values. RESULTS The results showed the correlation coefficient and mean difference between RMANN and RMRef (R2 = 0.92, mean ± standard deviation (SD) = 0.0 ± 0.02) and those between RIANN and RIRef (R2 = 0.91, mean ± SD = 0.0 ± 0.01) were better than those between RMWSA and RMRef (R2 = 0.51, mean ± SD = 0.01 ± 0.07) and those between RIWSA and RIRef (R2 = 0.50, mean ± SD = 0.0 ± 0.02). As the sample diversity in the simulation database was increased but the total number of samples keeps constant, the advantage of the ANN, though decreased slightly, became more significant than those of WSA (RMANN VS. RMRef and RIANN VS. RIRef: R2 = 0.88 and 0.88, mean ± SD = 0.0 ± 0.05 and 0.0 ± 0.05; RMWSA VS. RMRef and RIWSA VS. RIRef: R2 = 0.24 and 0.24, mean ± SD = 0.07 ± 0.24 and 0.02 ± 0.08, respectively). In addition, the ANN can achieve better results than the traditional method WSA even only two hidden neurons are used. CONCLUSIONS ANN is a potential method for the estimation of wave reflection in aorta by a single radial pulse waveform, but further validation of this method in clinic trials is needed.
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Affiliation(s)
- Hanguang Xiao
- College of Artificial Intelligent, Chongqing University of Technology, No. 69 Hongguang Rd, Banan, Chongqing 400050, PR China.
| | - Lin Qi
- Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, LiaoNing 110167, PR China
| | - Lisheng Xu
- Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, LiaoNing 110167, PR China
| | - Decai Li
- Sichuan Mianyang 404 Hospital, No. 56 Yuejing Road, Fucheng District, Mianyang, Sichuan 400050, PR China
| | - Bo Hu
- Sichuan Mianyang 404 Hospital, No. 56 Yuejing Road, Fucheng District, Mianyang, Sichuan 400050, PR China
| | - Pengdong Zhao
- College of Artificial Intelligent, Chongqing University of Technology, No. 69 Hongguang Rd, Banan, Chongqing 400050, PR China
| | - Huijiao Ren
- College of Artificial Intelligent, Chongqing University of Technology, No. 69 Hongguang Rd, Banan, Chongqing 400050, PR China
| | - Jinfeng Huang
- College of Artificial Intelligent, Chongqing University of Technology, No. 69 Hongguang Rd, Banan, Chongqing 400050, PR China
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12
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Wei F, Thijs L, Cauwenberghs N, Yang W, Zhang Z, Yu C, Kuznetsova T, Nawrot TS, Struijker‐Boudier HAJ, Verhamme P, Vermeer C, Staessen JA. Central Hemodynamics in Relation to Circulating Desphospho-Uncarboxylated Matrix Gla Protein: A Population Study. J Am Heart Assoc 2019; 8:e011960. [PMID: 31025895 PMCID: PMC6509723 DOI: 10.1161/jaha.119.011960] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 02/26/2019] [Indexed: 01/07/2023]
Abstract
Background Stiffening and calcification of the large arteries are forerunners of cardiovascular complications. MGP (Matrix Gla protein), which requires vitamin K-dependent activation, is a potent locally acting inhibitor of arterial calcification. We hypothesized that the central hemodynamic properties might be associated with inactive desphospho-uncarboxylated MGP (dp-uc MGP ). Methods and Results In 835 randomly recruited Flemish individuals (mean age, 49.7 years; 45.6% women), we measured plasma dp-uc MGP , using an ELISA -based assay. We derived central pulse pressure and carotid-femoral pulse wave velocity (PWV) from applanation tonometry and calculated forward and backward pulse waves using an automated, pressure-based wave separation analysis algorithm. Aortic PWV (n=657), central pulse pressure, forward pulse wave, and backward pulse wave mean± SD values were 7.34±1.64 m/s, 45.2±15.3 mm Hg, 33.2±10.2 mm Hg, and 21.8±8.6 mm Hg, respectively. The geometric mean plasma concentration of dp-uc MGP was 4.09 μg/L. All hemodynamic indexes increased across tertiles of dp-uc MGP distribution. In multivariable-adjusted analyses, a doubling of dp-uc MGP was associated with higher PWV (0.15 m/s; 95% CI, 0.01-0.28 m/s), central pulse pressure (1.70 mm Hg; 95% CI, 0.49-2.91 mm Hg), forward pulse wave (0.93 mm Hg; 95% CI, 0.01-1.84 mm Hg), and backward pulse wave (0.71 mm Hg; 95% CI, 0.11-1.30 mm Hg). Categorization of aortic PWV by tertiles of its distribution highlighted a decreasing trend of PWV at low dp-uc MGP (<3.35 μg/L) and an increasing trend at high dp-uc MGP (≥5.31 μg/L). Conclusions In people representative for the general population, higher inactive dp-uc MGP was associated with greater PWV , central pulse pressure, forward pulse wave, and backward pulse wave. These observations highlight new avenues for preserving vascular integrity and preventing cardiovascular complications (eg, by improving a person's vitamin K status).
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Affiliation(s)
- Fang‐Fei Wei
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Lutgarde Thijs
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Nicholas Cauwenberghs
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Wen‐Yi Yang
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Zhen‐Yu Zhang
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Cai‐Guo Yu
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Tatiana Kuznetsova
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
| | - Tim S. Nawrot
- Centre for Environmental SciencesHasselt UniversityDiepenbeekBelgium
| | | | - Peter Verhamme
- Centre for Molecular and Vascular BiologyDepartment of Cardiovascular SciencesUniversity of LeuvenLeuvenBelgium
| | - Cees Vermeer
- Cardiovascular Research Institute MaastrichtMaastricht UniversityMaastrichtthe Netherlands
| | - Jan A. Staessen
- Studies Coordinating CentreResearch Unit Hypertension and Cardiovascular EpidemiologyDepartment of Cardiovascular SciencesUniversity of LeuvenBelgium
- Cardiovascular Research Institute MaastrichtMaastricht UniversityMaastrichtthe Netherlands
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Hametner B, Schneider M, Parragh S, Wassertheurer S. Computational assessment of model-based wave separation using a database of virtual subjects. J Biomech 2017; 64:26-31. [PMID: 28916397 DOI: 10.1016/j.jbiomech.2017.08.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Revised: 07/27/2017] [Accepted: 08/25/2017] [Indexed: 01/11/2023]
Abstract
The quantification of arterial wave reflection is an important area of interest in arterial pulse wave analysis. It can be achieved by wave separation analysis (WSA) if both the aortic pressure waveform and the aortic flow waveform are known. For better applicability, several mathematical models have been established to estimate aortic flow solely based on pressure waveforms. The aim of this study is to investigate and verify the model-based wave separation of the ARCSolver method on virtual pulse wave measurements. The study is based on an open access virtual database generated via simulations. Seven cardiac and arterial parameters were varied within physiological healthy ranges, leading to a total of 3325 virtual healthy subjects. For assessing the model-based ARCSolver method computationally, this method was used to perform WSA based on the aortic root pressure waveforms of the virtual patients. Asa reference, the values of WSA using both the pressure and flow waveforms provided by the virtual database were taken. The investigated parameters showed a good overall agreement between the model-based method and the reference. Mean differences and standard deviations were -0.05±0.02AU for characteristic impedance, -3.93±1.79mmHg for forward pressure amplitude, 1.37±1.56mmHg for backward pressure amplitude and 12.42±4.88% for reflection magnitude. The results indicate that the mathematical blood flow model of the ARCSolver method is a feasible surrogate for a measured flow waveform and provides a reasonable way to assess arterial wave reflection non-invasively in healthy subjects.
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Affiliation(s)
- Bernhard Hametner
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria.
| | - Magdalena Schneider
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria; Institute for Analysis and Scientific Computing, Vienna University of Technology, Vienna, Austria
| | - Stephanie Parragh
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria; Institute for Analysis and Scientific Computing, Vienna University of Technology, Vienna, Austria
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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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Wohlfahrt P, Melenovsky V, Redfield MM, Olson TP, Lin G, Abdelmoneim SS, Hametner B, Wassertheurer S, Borlaug BA. Aortic Waveform Analysis to Individualize Treatment in Heart Failure. Circ Heart Fail 2017; 10:CIRCHEARTFAILURE.116.003516. [PMID: 28159826 DOI: 10.1161/circheartfailure.116.003516] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 12/22/2016] [Indexed: 01/09/2023]
Abstract
BACKGROUND Afterload reduction is a cornerstone in the management of patients with heart failure (HF) and reduced ejection fraction. However, arterial load and the effect of HF therapies on afterload might vary between individuals. Tailoring vasoactive medicines to patients with HF based upon better understanding of arterial afterload may enable better individualization of therapy. METHODS AND RESULTS Subjects with HF and reduced ejection fraction underwent aggressive titration of vasoactive HF therapies with assessment of central aortic waveforms analyzed using pulse wave, wave separation, and arterial reservoir models. Clinical response to treatment was assessed using the 6-minute walk test distance, which increased in 25 subjects and decreased or remained unchanged in 13. Subjects with improvement on therapy displayed higher aortic pressure wave pulsatility (central pulse pressure [PP], reflected pressure wave, and reservoir pressure) at study entry compared with subjects without improvement (all P<0.05). Parameters derived by the arterial analysis methods were strongly correlated with one another and displayed similar ability to predict improvement. Aortic pressure pulsatility significantly decreased in subjects with functional improvement, whereas no change was observed in patients without functional improvement (P for interaction <0.05). These differences in arterial load at baseline and on therapy were not apparent from conventional brachial artery cuff pressure assessments. CONCLUSIONS Increased aortic pressure wave pulsatility and greater decrease in pulsatility on treatment are associated with functional improvement in patients with HF and reduced ejection fraction receiving aggressive vasodilator titration. These differences are not identifiable using brachial cuff pressures. Central aortic waveform analysis may enable better individualization of vasoactive therapies in chronic HF and reduced ejection fraction. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT00588692.
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Affiliation(s)
- Peter Wohlfahrt
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Vojtech Melenovsky
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Margaret M Redfield
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Thomas P Olson
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Grace Lin
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Sahar S Abdelmoneim
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Bernhard Hametner
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Siegfried Wassertheurer
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.)
| | - Barry A Borlaug
- From the Division of Cardiovascular Diseases, Department of Medicine, Mayo Clinic Rochester, MN (P.W., V.M., M.M.R., T.P.O., G.L., S.S.A., B.A.B.); International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic (P.W.); Center for Cardiovascular Prevention of the First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic (P.W.); Departments of Preventive Cardiology (P.W.) and Cardiology (V.M.), Institute for Clinical and Experimental Medicine-IKEM, Prague, Czech Republic; and Health and Environment Department, AIT Austrian Institute of Technology, Vienna, Austria (B.H., S.W.).
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Abstract
Background Systolic left ventricular function strongly influences the blood pressure waveform. Therefore, pressure-derived parameters might potentially be used as non-invasive, diagnostic markers of left ventricular impairment. The aim of this study was to investigate the performance of pressure-based parameters in combination with electrocardiography (ECG) for the detection of left ventricular systolic dysfunction defined as severely reduced ejection fraction (EF). Methods and results Two populations, each comprising patients with reduced EF and pressure-matched controls, were included for the main analysis (51/102 patients) and model testing (44/88 patients). Central pressure was derived from radial readings and used to compute blood flow. Subsequently, pulse wave analysis and wave intensity analysis were performed and the ratio of the two peaks of forward intensity (SDR) was calculated as a novel index of ventricular function. SDR was significantly decreased in the reduced EF group (2.5 vs. 4.4, P<0.001), as was central pulse pressure, augmentation index and ejection duration (ED), while the QRS-duration was prolonged. SDR and ED were independent predictors of ventricular impairment and when combined with QRS in a simple decision tree, a reduced EF could be detected with a sensitivity of 92% and a specificity of 80%. The independent power of ED, SDR and QRS to predict reduced EF was furthermore confirmed in the test population. Conclusion The detection or indication of reduced ejection fraction from pressure-derived parameters seems feasible. These parameters could help to improve the quality of cardiovascular risk stratification or might be used in screening strategies in the general population.
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Moorman R, Simmons M. Martin Black award for the best paper published in 2015. Physiol Meas 2016; 37:E27-E28. [PMID: 27754985 DOI: 10.1088/0967-3334/37/11/e27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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18
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Endes S, Caviezel S, Schaffner E, Dratva J, Schindler C, Künzli N, Bachler M, Wassertheurer S, Probst-Hensch N, Schmidt-Trucksäss A. Associations of Novel and Traditional Vascular Biomarkers of Arterial Stiffness: Results of the SAPALDIA 3 Cohort Study. PLoS One 2016; 11:e0163844. [PMID: 27685325 PMCID: PMC5042378 DOI: 10.1371/journal.pone.0163844] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 09/15/2016] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND AND OBJECTIVES There is a lack of evidence concerning associations between novel parameters of arterial stiffness as cardiovascular risk markers and traditional structural and functional vascular biomarkers in a population-based Caucasian cohort. We examined these associations in the second follow-up of the Swiss Cohort Study on Air Pollution and Lung and Heart Diseases in Adults (SAPALDIA 3). METHODS Arterial stiffness was measured oscillometrically by pulse wave analysis to derive the cardio-ankle vascular index (CAVI), brachial-ankle (baPWV) and aortic pulse wave velocity (aPWV), and amplitude of the forward and backward wave. Carotid ultrasonography was used to measure carotid intima-media thickness (cIMT) and carotid lumen diameter (LD), and to derive a distensibility coefficient (DC). We used multivariable linear regression models adjusted for several potential confounders for 2,733 people aged 50-81 years. RESULTS CAVI, aPWV and the amplitude of the forward and backward wave were significant predictors of cIMT (p < 0.001). All parameters were significantly associated with LD (p < 0.001), with aPWV and the amplitude of the forward wave explaining the highest proportion of variance (2%). Only CAVI and baPWV were significant predictors of DC (p < 0.001), explaining more than 0.3% of the DC variance. CONCLUSION We demonstrated that novel non-invasive oscillometric arterial stiffness parameters are differentially associated with specific established structural and functional local stiffness parameters. Longitudinal studies are needed to follow-up on these cross-sectional findings and to evaluate their relevance for clinical phenotypes.
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Affiliation(s)
- Simon Endes
- Department of Sport, Exercise and Health, Div. Sports and Exercise Medicine, University of Basel, Switzerland
- * E-mail:
| | - Seraina Caviezel
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Emmanuel Schaffner
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Julia Dratva
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Christian Schindler
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Nino Künzli
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Martin Bachler
- Biomedical Systems, Health & Environment Department, AIT Austrian Institute of Technology GmbH, Vienna, Austria
| | - Siegfried Wassertheurer
- Biomedical Systems, Health & Environment Department, AIT Austrian Institute of Technology GmbH, Vienna, Austria
| | - Nicole Probst-Hensch
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Arno Schmidt-Trucksäss
- Department of Sport, Exercise and Health, Div. Sports and Exercise Medicine, University of Basel, Switzerland
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19
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Tan I, Kiat H, Barin E, Butlin M, Avolio AP. Effects of pacing modality on noninvasive assessment of heart rate dependency of indices of large artery function. J Appl Physiol (1985) 2016; 121:771-780. [PMID: 27471239 DOI: 10.1152/japplphysiol.00445.2016] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 07/26/2016] [Indexed: 01/09/2023] Open
Abstract
Studies investigating the relationship between heart rate (HR) and arterial stiffness or wave reflections have commonly induced HR changes through in situ cardiac pacing. Although pacing produces consistent HR changes, hemodynamics can be different with different pacing modalities. Whether the differences affect the HR relationship with arterial stiffness or wave reflections is unknown. In the present study, 48 subjects [mean age, 78 ± 10 (SD), 9 women] with in situ cardiac pacemakers were paced at 60, 70, 80, 90, and 100 beats per min under atrial, atrioventricular, or ventricular pacing. At each paced HR, brachial cuff-based pulse wave analysis was used to determine central hemodynamic parameters, including ejection duration (ED) and augmentation index (AIx). Wave separation analysis was used to determine wave reflection magnitude (RM) and reflection index (RI). Arterial stiffness was assessed by carotid-femoral pulse wave velocity (cfPWV). Pacing modality was found to have significant effects on the HR relationship with ED (P = 0.01), central aortic pulse pressure (P = 0.01), augmentation pressure (P < 0.0001), and magnitudes of both forward and reflected waves (P = 0.05 and P = 0.003, respectively), but not cfPWV (P = 0.57) or AIx (P = 0.38). However, at a fixed HR, significant differences in pulse pressure amplification (P < 0.001), AIx (P < 0.0001), RM (P = 0.03), and RI (P = 0.03) were observed with different pacing modalities. These results demonstrate that although the HR relationships with arterial stiffness and systolic loading as measured by cfPWV and AIx were unaffected by pacing modality, it should still be taken into account for studies in which mixed pacing modalities are present, in particular, for wave reflection studies.
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Affiliation(s)
- Isabella Tan
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Hosen Kiat
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia; Cardiac Health Institute, Sydney, Australia; and
| | - Edward Barin
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia; Macquarie Heart, Sydney, Australia
| | - Mark Butlin
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia;
| | - Alberto P Avolio
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
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Hametner B, Parragh S, Mayer C, Weber T, Van Bortel L, De Buyzere M, Segers P, Rietzschel E, Wassertheurer S. Assessment of Model Based (Input) Impedance, Pulse Wave Velocity, and Wave Reflection in the Asklepios Cohort. PLoS One 2015; 10:e0141656. [PMID: 26513463 PMCID: PMC4626380 DOI: 10.1371/journal.pone.0141656] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 10/12/2015] [Indexed: 12/21/2022] Open
Abstract
Objectives Arterial stiffness and wave reflection parameters assessed from both invasive and non-invasive pressure and flow readings are used as surrogates for ventricular and vascular load. They have been reported to predict adverse cardiovascular events, but clinical assessment is laborious and may limit widespread use. This study aims to investigate measures of arterial stiffness and central hemodynamics provided by arterial tonometry alone and in combination with aortic root flows derived by echocardiography against surrogates derived by a mathematical pressure and flow model in a healthy middle-aged cohort. Methods Measurements of carotid artery tonometry and echocardiography were performed on 2226 ASKLEPIOS study participants and parameters of systemic hemodynamics, arterial stiffness and wave reflection based on pressure and flow were measured. In a second step, the analysis was repeated but echocardiography derived flows were substituted by flows provided by a novel mathematical model. This was followed by a quantitative method comparison. Results All investigated parameters showed a significant association between the methods. Overall agreement was acceptable for all parameters (mean differences: -0.0102 (0.033 SD) mmHg*s/ml for characteristic impedance, 0.36 (4.21 SD) mmHg for forward pressure amplitude, 2.26 (3.51 SD) mmHg for backward pressure amplitude and 0.717 (1.25 SD) m/s for pulse wave velocity). Conclusion The results indicate that the use of model-based surrogates in a healthy middle aged cohort is feasible and deserves further attention.
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Affiliation(s)
- Bernhard Hametner
- Health & Environment Department, AIT Austrian Institute of Technology, Vienna, Austria
| | - Stephanie Parragh
- Health & Environment Department, AIT Austrian Institute of Technology, Vienna, Austria
- Department of Analysis & Scientific Computing, Vienna University of Technology, Vienna, Austria
| | - Christopher Mayer
- Health & Environment Department, AIT Austrian Institute of Technology, Vienna, Austria
| | - Thomas Weber
- Cardiology Department, Klinikum Wels-Grieskirchen, Wels, Austria
| | - Luc Van Bortel
- Department of Pharmacology, Ghent University, Ghent, Belgium
| | - Marc De Buyzere
- Department of Pharmacology, Ghent University, Ghent, Belgium
| | - Patrick Segers
- Institute of Biomedical Technology, iMinds Medical IT, Ghent University, Ghent, Belgium
| | - Ernst Rietzschel
- Department of Internal Medicine, Ghent University, Ghent, Belgium
| | - Siegfried Wassertheurer
- Health & Environment Department, AIT Austrian Institute of Technology, Vienna, Austria
- Department of Analysis & Scientific Computing, Vienna University of Technology, Vienna, Austria
- * E-mail:
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21
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Parragh S, Hametner B, Bachler M, Kellermair J, Eber B, Wassertheurer S, Weber T. Determinants and covariates of central pressures and wave reflections in systolic heart failure. Int J Cardiol 2015; 190:308-14. [PMID: 25935618 DOI: 10.1016/j.ijcard.2015.04.183] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Revised: 02/23/2015] [Accepted: 04/21/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND In general, higher blood pressure levels and increased central pulsatility are indicators for increased cardiovascular risk. However, in systolic heart failure (SHF), this relationship is reversed. Therefore, the aim of this work is to compare pulsatile hemodynamics between patients with SHF and controls and to clarify the relationships between measures of cardiac and arterial function in the two groups. METHODS We used parameters derived from angiography, echocardiography, as well as from pulse wave analysis (PWA) and wave separation analysis (WSA) based on non-invasively assessed pressure and flow waves to quantify cardiac function, aortic stiffness and arterial wave reflection in 61 patients with highly reduced (rEF) and 122 matched control-patients with normal ejection fraction (nEF). RESULTS Invasively measured pulse wave velocity was comparable between the groups (8.6/8.05 m/s rEF/nEF, P = 0.24), whereas all measures derived by PWA and WSA were significantly decreased (augmentation index: 18.1/24.8 rEF/nEF, P < 0.01; reflection magnitude: 56.3/62.1 rEF/nEF, P < 0.01). However, these differences could be explained by the shortened ejection duration (ED) in rEF (ED: 269/308 ms rEF/nEF, P < 0.01; AIx: 22.2/22.8 rEF/nEF, P = 0.7; RM: 59.3/60.6 rEF/nEF, P = 0.47 after adjustment for ED). Ventricular function was positively associated with central pulse pressures in SHF in contrast to no or even a slightly negative association in controls. CONCLUSIONS The results suggest that the decreased measures of pulsatile function may be caused by impaired systolic function and altered interplay of left ventricle and vascular system rather than by a real reduction of wave reflections or aortic stiffness in SHF.
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Affiliation(s)
- Stephanie Parragh
- AIT Austrian Institute of Technology GmbH, Health & Environment Department, Biomedical Systems, Donau-City-Str. 1, 1220 Vienna, Austria; Vienna University of Technology, Institute of Analysis and Scientific Computing, Wiedner Hauptstr. 8-10, 1040 Vienna, Austria.
| | - Bernhard Hametner
- AIT Austrian Institute of Technology GmbH, Health & Environment Department, Biomedical Systems, Donau-City-Str. 1, 1220 Vienna, Austria
| | - Martin Bachler
- AIT Austrian Institute of Technology GmbH, Health & Environment Department, Biomedical Systems, Donau-City-Str. 1, 1220 Vienna, Austria; Vienna University of Technology, Institute of Analysis and Scientific Computing, Wiedner Hauptstr. 8-10, 1040 Vienna, Austria
| | - Jörg Kellermair
- Klinikum Wels-Grieskirchen, Cardiology Department, Grieskirchnerstr. 42, 4600 Wels, Austria
| | - Bernd Eber
- Klinikum Wels-Grieskirchen, Cardiology Department, Grieskirchnerstr. 42, 4600 Wels, Austria
| | - Siegfried Wassertheurer
- AIT Austrian Institute of Technology GmbH, Health & Environment Department, Biomedical Systems, Donau-City-Str. 1, 1220 Vienna, Austria
| | - Thomas Weber
- Klinikum Wels-Grieskirchen, Cardiology Department, Grieskirchnerstr. 42, 4600 Wels, Austria
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