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Pulmonary fluid accumulation and its influence on the Impedance Cardiogram: CompariSON Between a Clinical Trial AND FEM Simulations


Impedance cardiography (ICG) is a simple and non-invasive method to assess hemodynamic parameters which, so far, unfortunately fails to provide accurate measurements in patients with heart failure. This study aimed to identify reasons for the inability of ICG to assess hemodynamic parameters in patients with lung edema or pleural effusion. For this, finite element simulations were conducted using a simplified simulation model based on human MRI data. This model includes volumetric changes of heart beat and aortic expansion, as well as changes during lung perfusion and erythrocyte orientation. To simulate fluid accumulations, lung tissue was stepwise substituted by body fluid. Moreover, the whole lung, as well as the left lung and right lung affected by fluid accumulation, were analyzed to establish their influence on the impedance cardiogram; the impact of changes in position was also included in the analysis. The results show a similar decrease of calculated and extracted values in all simulated measurement scenarios. In addition, the trend of these values was verified by means of a clinical trial. Using echocardiography, we confirmed that current models estimating stroke volume cannot be applied in patients with heart failure and with lung edema or pleural effusion.

Keywords:
bioimpedance, impedance cardiography, echocardiography, heart failure, pleural effusion, lung edema, recompensation, stroke volume


Autoři: Mark Ulbrich 1;  Jens Mühlsteff 2;  Matthias Daniel Zink 3;  Fabienne Wolf 3;  Sören Weyer 1;  Thomas Vollmer 4;  Stefan Winter 4;  Steffen Leonhardt 1;  Marian Walter 1
Působiště autorů: Philips Chair for Medical Information Technology, RWTH Aachen University, Aachen, Germany 1;  Philips Research, Eindhoven, The Netherlands 2;  Dept. of Cardiology, Pneumology, Angiology and Intensive Care Medicine, RWTH University Hospital Aachen, Germany 3;  Philips GmbH Innovative Technologies, Aachen, Germany 4
Vyšlo v časopise: Lékař a technika - Clinician and Technology No. 4, 2014, 44, 28-34
Kategorie: Původní práce

Souhrn

Impedance cardiography (ICG) is a simple and non-invasive method to assess hemodynamic parameters which, so far, unfortunately fails to provide accurate measurements in patients with heart failure. This study aimed to identify reasons for the inability of ICG to assess hemodynamic parameters in patients with lung edema or pleural effusion. For this, finite element simulations were conducted using a simplified simulation model based on human MRI data. This model includes volumetric changes of heart beat and aortic expansion, as well as changes during lung perfusion and erythrocyte orientation. To simulate fluid accumulations, lung tissue was stepwise substituted by body fluid. Moreover, the whole lung, as well as the left lung and right lung affected by fluid accumulation, were analyzed to establish their influence on the impedance cardiogram; the impact of changes in position was also included in the analysis. The results show a similar decrease of calculated and extracted values in all simulated measurement scenarios. In addition, the trend of these values was verified by means of a clinical trial. Using echocardiography, we confirmed that current models estimating stroke volume cannot be applied in patients with heart failure and with lung edema or pleural effusion.

Keywords:
bioimpedance, impedance cardiography, echocardiography, heart failure, pleural effusion, lung edema, recompensation, stroke volume


Zdroje

[1] Peter, W. F., Wilson, P. W. F., D’Agostino, R. B., Sullivan, L., Parise, H., and Kannel, W. B. Overweight and obesity as determinants of cardiovascular risk: the Framingham experience. Arch Intern Med, 2002, vol. 162, no. 16, p. 1867-1872.

[2] Dickstein, K., and Authors/Task Force Members. ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure 2008. European Journal of Heart Failure, 2008, vol. 10, p. 933-989.

[3] Raaijmakers, E., Faes, T. J., Scholten, R. J., Goovaerts, H. G., and Heethaar, R. M. A meta-analysis of three decades of validating thoracic impedance cardiography. Critical care medicine, 1999, vol. 27, p. 1203-1213.

[4] Cotter, G., Impedance cardiography revisited, Physiological Measurement, 2006, vol. 27, p. 817-827.

[5] Summers, R. L., Shoemaker, W. C., Peacock, W. F., Ander, D. S., and Coleman, T. G. Bench to bedside: Electrophysiologic and clinical principles of noninvasive hemodynamic monitoring using impedance cardiography. Academic Emergency Medicine, 2003, vol. 10, p. 669-680.

[6] Bernstein, D. P., and Lemmens, H. J. M. Stroke volume equation for impedance cardiography. Medical & Biological Engineering & Computing, 2005, vol. 43, p. 443-450.

[7] Bernstein, D. P. A new stroke volume equation for thoracic electrical bioimpedance: theory and rationale. Critical Care Medicine, 1986, vol. 14, p. 904-909.

[8] McMurray, J. J. V., and Pfeffer, M. A. Heart failure. Lancet, 2005, vol. 365, no. 9474, p. 1877-1889.

[9] Porcel J. M., Light, R. W. Diagnostic approach to pleural effusion in adults. American Academy of Family Physicians, 2006, vol. 73, p. 1211-1220.

[10] The Criteria Committee of the New York Heart Association. (1994). Nomenclature and Criteria for Diagnosis of Diseases of the Heart and Great Vessels. (9th ed.). Boston: Little, Brown & Co. pp. 253–256.

[11] Ulbrich, M., Mühlsteff, J., Leonhardt, S., and Walter, M. Influence of physiological sources on the impedance cardiogram analyzed using 4D FEM simulations. Physiological Measurement, 2014, vol. 35, no. 7, p. 1451-1468.

[12] Flachskampf, F.A., Kursbuch Echokardiographie, Thieme, 2006.

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