Title :
Efficiency of Timing Delays and Electrode Positions in Optimization of Biventricular Pacing: A Simulation Study
Author :
Miri, Raz ; Graf, Iulia M. ; Dossel, O.
Author_Institution :
Inst. of Biomed. Eng., Univ. Karlsruhe (TH), Karlsruhe, Germany
Abstract :
Electrode positions and timing delays influence the efficacy of biventricular pacing (BVP). Accordingly, this study focuses on BVP optimization, using a detailed 3-D electrophysiological model of the human heart, which is adapted to patient-specific anatomy and pathophysiology. The research is effectuated on ten heart models with left bundle branch block and myocardial infarction derived from magnetic resonance and computed tomography data. Cardiac electrical activity is simulated with the ten Tusscher cell model and adaptive cellular automaton at physiological and pathological conduction levels. The optimization methods are based on a comparison between the electrical response of the healthy and diseased heart models, measured in terms of root mean square error ( E RMS) of the excitation front and the QRS duration error ( E QRS). Intra- and intermethod associations of the pacing electrodes and timing delays variables were analyzed with statistical methods, i.e., t -test for dependent data, one-way analysis of variance for electrode pairs, and Pearson model for equivalent parameters from the two optimization methods. The results indicate that lateral the left ventricle and the upper or middle septal area are frequently (60% of cases) the optimal positions of the left and right electrodes, respectively. Statistical analysis proves that the two optimization methods are in good agreement. In conclusion, a noninvasive preoperative BVP optimization strategy based on computer simulations can be used to identify the most beneficial patient-specific electrode configuration and timing delays.
Keywords :
bioelectric phenomena; biomedical electrodes; cardiovascular system; cellular biophysics; delays; physiological models; statistical analysis; 3-D electrophysiological model; Pearson model; QRS duration error; Tusscher cell model; adaptive cellular automaton; analysis of variance; biventricular pacing; computed tomography; magnetic resonance; optimization; root mean square error; timing delays; Analysis of variance; Anatomy; Delay; Electrodes; Heart; Humans; Myocardium; Optimization methods; Statistical analysis; Timing; Biventricular pacing (BVP); cardiac modeling; optimization; Algorithms; Analysis of Variance; Bundle-Branch Block; Cardiac Electrophysiology; Computer Simulation; Electrocardiography; Electrodes, Implanted; Humans; Magnetic Resonance Imaging; Models, Cardiovascular; Myocardial Infarction; Pacemaker, Artificial; Reproducibility of Results; Statistics, Nonparametric; Time Factors;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2009.2027692