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Pagoulatou S, Rommel KP, Kresoja KP, von Roeder M, Lurz P, Thiele H, Bikia V, Rovas G, Adamopoulos D, Stergiopulos N. In vivo application and validation of a novel noninvasive method to estimate the end-systolic elastance. Am J Physiol Heart Circ Physiol 2021; 320:H1554-H1564. [PMID: 33606586 DOI: 10.1152/ajpheart.00703.2020] [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: 02/08/2023]
Abstract
Accurate assessment of the left ventricular (LV) systolic function is indispensable in the clinic. However, estimation of a precise index of cardiac contractility, i.e., the end-systolic elastance (Ees), is invasive and cannot be established as clinical routine. The aim of this work was to present and validate a methodology that allows for the estimation of Ees from simple and readily available noninvasive measurements. The method is based on a validated model of the cardiovascular system and noninvasive data from arm-cuff pressure and routine echocardiography to render the model patient-specific. Briefly, the algorithm first uses the measured aortic flow as model input and optimizes the properties of the arterial system model to achieve correct prediction of the patient's peripheral pressure. In a second step, the personalized arterial system is coupled with the cardiac model (time-varying elastance model) and the LV systolic properties, including Ees, are tuned to predict accurately the aortic flow waveform. The algorithm was validated against invasive measurements of Ees (multiple pressure-volume loop analysis) taken from n = 10 patients with heart failure with preserved ejection fraction and n = 9 patients without heart failure. Invasive measurements of Ees (median = 2.4 mmHg/mL, range = [1.0, 5.0] mmHg/mL) agreed well with method predictions (normalized root mean square error = 9%, ρ = 0.89, bias = -0.1 mmHg/mL, and limits of agreement = [-0.9, 0.6] mmHg/mL). This is a promising first step toward the development of a valuable tool that can be used by clinicians to assess systolic performance of the LV in the critically ill.NEW & NOTEWORTHY In this study, we present a novel model-based method to estimate the left ventricular (LV) end-systolic elastance (Ees) according to measurement of the patient's arm-cuff pressure and a routine echocardiography examination. The proposed method was validated in vivo against invasive multiple-loop measurements of Ees, achieving high correlation and low bias. This tool could be most valuable for clinicians to assess the cardiovascular health of critically ill patients.
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Affiliation(s)
- Stamatia Pagoulatou
- Laboratory of Hemodynamics and Cardiovascular Technology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Karl-Philipp Rommel
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany.,Cardiology Department, Geneva University Hospitals, Geneva, Switzerland
| | - Karl-Patrik Kresoja
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany.,Cardiology Department, Geneva University Hospitals, Geneva, Switzerland
| | - Maximilian von Roeder
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany.,Cardiology Department, Geneva University Hospitals, Geneva, Switzerland
| | - Philipp Lurz
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany.,Cardiology Department, Geneva University Hospitals, Geneva, Switzerland
| | - Holger Thiele
- Department of Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany.,Cardiology Department, Geneva University Hospitals, Geneva, Switzerland
| | - Vasiliki Bikia
- Laboratory of Hemodynamics and Cardiovascular Technology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Georgios Rovas
- Laboratory of Hemodynamics and Cardiovascular Technology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | | | - Nikolaos Stergiopulos
- Laboratory of Hemodynamics and Cardiovascular Technology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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Chen K, Schenone AL, Gheyath B, Borges N, Duggal A, Popović ZB, Menon V. Impact of hypothermia on cardiac performance during targeted temperature management after cardiac arrest. Resuscitation 2019; 142:1-7. [PMID: 31238037 DOI: 10.1016/j.resuscitation.2019.06.276] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 06/11/2019] [Accepted: 06/17/2019] [Indexed: 10/26/2022]
Abstract
INTRODUCTION Targeted temperature management (TTM) is a well-accepted neuro-protective intervention in the management of comatose survivors of cardiac arrest (CA). However, the impact of TTM on cardiac performance has not been adequately evaluated. METHODS We reviewed data on consecutive CA survivors undergoing TTM at a quaternary cardiac intensive care unit between January 2015 and June 2017. Enrollment was restricted to cases with invasive hemodynamics (iHDs) at TTM initiation, every 8 h at target temperature (32-34 °C) and at completion of rewarming (>36 °C), unless precluded by mortality. Cardiac index and cardiac index-derived variables were adjusted for a decreased oxygen consumption during hypothermia. We assessed the serial impact of cooling on iHDs and cardiac performance utilizing longitudinal data analysis accounting for the effects of time as surrogate for the expected change from the post arrest syndrome and instituted treatments. A Frank-Starling construct was used to evaluate changes in cardiac contractility. RESULTS We evaluated the effects of cooling on iHDs and cardiac performance in 46 CA survivors. Heart rate decreased with cooling (p < 0.001), to return to baseline after rewarming (p = 0.6). Mean arterial pressure and pulmonary wedge pressure decreased by cooling (p < 0.001 for both), with sustained improvement after rewarming (p < 0.001 for both). Systemic vascular resistance was unaffected by hypothermia (p > 0.05). Left stroke work index increased with cooling (p < 0.001), with return to baseline after rewarming (p = 0.6). Cooling was associated with a left-upward shift in the Frank-Starling curve indicative of increased contractility. CONCLUSION Mild hypothermia in CA survivors appears associated to positive changes in iHDs and cardiac performance, including a potential increase in cardiac contractility. Larger studies are needed to conclusively confirm these findings.
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Affiliation(s)
- Kevin Chen
- Internal Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA
| | - Aldo L Schenone
- Cardiovascular Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA.
| | - Bashaer Gheyath
- Internal Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA
| | - Nyal Borges
- Cardiovascular Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA
| | - Abhijit Duggal
- Pulmonary and Critical Care Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA
| | - Zoran B Popović
- Cardiovascular Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA
| | - Venu Menon
- Cardiovascular Medicine Department, Cleveland Clinic, 9500 Euclid Ave, OH, 44195, USA
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