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Habigt MA, Krieger M, Gesenhues J, Ketelhut M, Mechelinck M, Hein M. Non-linearity of end-systolic pressure-volume relation in afterload increases is caused by an overlay of shortening deactivation and the Frank-Starling mechanism. Sci Rep 2021; 11:3353. [PMID: 33558620 PMCID: PMC7870877 DOI: 10.1038/s41598-021-82791-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/19/2021] [Indexed: 11/09/2022] Open
Abstract
The linearity and load insensitivity of the end-systolic pressure-volume-relationship (ESPVR), a parameter that describes the ventricular contractile state, are controversial. We hypothesize that linearity is influenced by a variable overlay of the intrinsic mechanism of autoregulation to afterload (shortening deactivation) and preload (Frank-Starling mechanism). To study the effect of different short-term loading alterations on the shape of the ESPVR, experiments on twenty-four healthy pigs were executed. Preload reductions, afterload increases and preload reductions while the afterload level was increased were performed. The ESPVR was described either by a linear or a bilinear regression through the end-systolic pressure volume (ES-PV) points. Increases in afterload caused a biphasic course of the ES-PV points, which led to a better fit of the bilinear ESPVRs (r2 0.929 linear ESPVR vs. r2 0.96 and 0.943 bilinear ESPVR). ES-PV points of a preload reduction on a normal and augmented afterload level could be well described by a linear regression (r2 0.974 linear ESPVR vs. r2 0.976 and 0.975 bilinear ESPVR). The intercept of the second ESPVR (V0) but not the slope demonstrated a significant linear correlation with the reached afterload level (effective arterial elastance Ea). Thus, the early response to load could be described by the fixed slope of the ESPVR and variable V0, which was determined by the actual afterload. The ESPVR is only apparently nonlinear, as its course over several heartbeats was affected by an overlay of SDA and FSM. These findings could be easily transferred to cardiovascular simulation models to improve their accuracy.
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Affiliation(s)
- Moriz A Habigt
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Pauwelsstr. 30, 52074, Aachen, Germany.
| | - Michelle Krieger
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Pauwelsstr. 30, 52074, Aachen, Germany
| | - Jonas Gesenhues
- Institute of Automatic Control, RWTH Aachen University, Steinbachstr. 54, 52074, Aachen, Germany
| | - Maike Ketelhut
- Institute of Automatic Control, RWTH Aachen University, Steinbachstr. 54, 52074, Aachen, Germany
| | - Mare Mechelinck
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Pauwelsstr. 30, 52074, Aachen, Germany
| | - Marc Hein
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Pauwelsstr. 30, 52074, Aachen, Germany
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Habigt MA, Gesenhues J, Ketelhut M, Hein M, Duschner P, Rossaint R, Mechelinck M. In vivo evaluation of two adaptive Starling-like control algorithms for left ventricular assist devices. ACTA ACUST UNITED AC 2020; 66:257-266. [PMID: 34062635 DOI: 10.1515/bmt-2020-0248] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 11/01/2020] [Indexed: 11/15/2022]
Abstract
The implantation of a left ventricular assist device (LVAD) is often the only therapy in terminal heart failure (HF). However, despite technical advancements, the physical fitness of the patients is still limited. One strategy to improve the benefits of ventricular assist device therapy might be the implementation of load adaptive control strategies. Two control strategies and a constant speed controller (CS) were implemented in an acute animal model where four healthy pigs received LVAD implantations. In the first strategy (preload recruitable stroke work [SW] controller, PRS), the desired pump work was computed in relation to the end-diastolic volume. In the second strategy, the controller was programmed to keep a fixed ratio of the mean hydraulic power of the assist device to the mean hydraulic power of the left ventricle (power relation controller, PR). Preload reduction, afterload increase experiments and short-term coronary artery occlusions were conducted to test the behavior of the control strategies under variable conditions. Within the experiments, the PR controller demonstrated the best preload sensitivity. The PRS controller had the best response to an increased afterload and to a reduced ventricular contractility in terms of effectively preventing ventricular overloading and increasing VAD support. No significant differences in systemic flow were observed.
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Affiliation(s)
- Moriz A Habigt
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Aachen, Germany
| | - Jonas Gesenhues
- Institute of Automatic Control, RWTH Aachen University, Aachen, Germany
| | - Maike Ketelhut
- Institute of Automatic Control, RWTH Aachen University, Aachen, Germany
| | - Marc Hein
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Aachen, Germany
| | - Patrick Duschner
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Aachen, Germany
| | - Rolf Rossaint
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Aachen, Germany
| | - Mare Mechelinck
- Anaesthesiology Clinic, University Hospital RWTH Aachen, Aachen, Germany
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Ketelhut M, Göll F, Braunstein B, Albracht K, Abel D. Comparison of Different Training Algorithms for the Leg Extension Training with an Industrial Robot. Current Directions in Biomedical Engineering 2018. [DOI: 10.1515/cdbme-2018-0005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
AbstractIn the past, different training scenarios have been developed and implemented on robotic research platforms, but no systematic analysis and comparison have been done so far. This paper deals with the comparison of an isokinematic (motion with constant velocity) and an isotonic (motion against constant weight) training algorithm. Both algorithms are designed for a robotic research platform consisting of a 3D force plate and a high payload industrial robot, which allows leg extension training with arbitrary six-dimensional motion trajectories. In the isokinematic as well as the isotonic training algorithm, individual paths are defined i n C artesian s pace by sufficient s upport p oses. I n t he i sotonic t raining s cenario, the trajectory is adapted to the measured force as the robot should only move along the trajectory as long as the force applied by the user exceeds a minimum threshold. In the isotonic training scenario however, the robot’s acceleration is a function of the force applied by the user. To validate these findings, a simulative experiment with a simple linear trajectory is performed. For this purpose, the same force path is applied in both training scenarios. The results illustrate that the algorithms differ in the force dependent trajectory adaption.
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Affiliation(s)
- Maike Ketelhut
- 1Institute of Automatic Control, RWTH Aachen University, Campus-Boulevard 30,Aachen, Germany
| | - Fabian Göll
- 2German Sport University Cologne,Cologne, Germany
| | | | - Kirsten Albracht
- 2German Sport University Cologne,Cologne, Germany
- 3University of Applied Science,Aachen, Germany
| | - Dirk Abel
- 4RWTH Aachen University,Aachen, Germany
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Gesenhues J, Hein M, Ketelhut M, Habigt M, Rüschen D, Mechelinck M, Albin T, Leonhardt S, Schmitz-Rode T, Rossaint R, Autschbach R, Abel D. Benefits of object-oriented models and ModeliChart: modern tools and methods for the interdisciplinary research on smart biomedical technology. ACTA ACUST UNITED AC 2017; 62:111-121. [DOI: 10.1515/bmt-2016-0074] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 11/28/2016] [Indexed: 11/15/2022]
Abstract
AbstractComputational models of biophysical systems generally constitute an essential component in the realization of smart biomedical technological applications. Typically, the development process of such models is characterized by a great extent of collaboration between different interdisciplinary parties. Furthermore, due to the fact that many underlying mechanisms and the necessary degree of abstraction of biophysical system models are unknown beforehand, the steps of the development process of the application are iteratively repeated when the model is refined. This paper presents some methods and tools to facilitate the development process. First, the principle of object-oriented (OO) modeling is presented and the advantages over classical signal-oriented modeling are emphasized. Second, our self-developed simulation tool ModeliChart is presented. ModeliChart was designed specifically for clinical users and allows independently performing
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Habigt M, Ketelhut M, Gesenhues J, Schrödel F, Hein M, Mechelinck M, Schmitz-Rode T, Abel D, Rossaint R. Comparison of novel physiological load-adaptive control strategies for ventricular assist devices. ACTA ACUST UNITED AC 2017; 62:149-160. [DOI: 10.1515/bmt-2016-0073] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 09/29/2016] [Indexed: 12/29/2022]
Abstract
AbstractTerminal heart failure (HF) is the most prevalent cause of death in the Western world and the implantation of a left ventricular assist device (LVAD) has become the gold standard therapy today. Most of the actually implanted devices are driven at a constant speed (CS) regardless of the patient’s physiological demand. A new physiological controller [power ratio (PR) controller], which keeps a constant ratio between LVAD power and left ventricular power, a previous concept [preload responsive speed (PRS) controller], which adds a variable LVAD power to reach a defined stroke work, and a CS controller were compared with an unimpaired ventricle in a full heart computer simulation model. The effects of changes in preload, afterload and left ventricular contractility are displayed by global hemodynamics and ventricular pressure-volume loops. Both physiological controllers demonstrated the desired load dependency, whereas the PR controller exceeded the PRS controller in response to an increased load and contractility. Response was inferior when preload or contractility was decreased. Thus, the PR controller might lead to an increased exercise tolerance of the patient. Additional studies are required to evaluate the controllers
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