Title :
An Estimate of the Dispersion of Repolarization Times Based on a Biophysical Model of the ECG
Author :
Sassi, Roberto ; Mainardi, Luca T.
Author_Institution :
Dipt. di Tecnol. dell´´Inf., Univ. degli Studi di Milano, Crema, Italy
Abstract :
Temporal heterogeneity of ventricular repolarization is a key quantity for the development of ventricular reentrant arrhythmia. In this paper, we introduce the -index, a novel ECG-based estimator of the standard deviation of ventricular myocytes´ repolarization times . Differently from other ECG metrics of repolarization heterogeneity, the -index was derived from the analysis of a biophysical model of the ECG, where repolarization is described by the dominant T-wave (DTW) paradigm. The model explains the shape of T-waves in each lead as a projection of a main waveform (the DTW) and its derivatives weighted by scalars, the lead factors. A mathematical formula is derived to link the heterogeneity of ventricular repolarization and the V-index. The formula was verified using synthetic 12-lead ECGs generated with a direct electrophysiological model for increasing values of sθ (in the range 20-70 ms). A linear relationship between the V-index and sθ was observed, V≈ 0.675 sθ + 1.8 ms (R2=0.9992). Finally, 68 ECGs from the E-OTH-12-0068-010 database of the Telemetric and Holter ECG Warehouse were analyzed. The -index coherently increased after sotalol administration, a drug known to have QT-prolonging potential (p ≪ 0.001).
Keywords :
electrocardiography; medical signal processing; physiological models; waveform analysis; E-OTH-12-0068-010 database; ECG metrics; QT-prolonging potential; Telemetric and Holter ECG Warehouse; V-index; biophysical model; dominant T-wave paradigm; electrophysiological model; novel ECG-based estimator; repolarization heterogeneity; repolarization time dispersion; ventricular myocyte repolarization times; Approximation methods; Dispersion; Electrocardiography; Equations; Heart; Lead; Mathematical model; Cardiac transmembrane potentials (TMPs); T-wave analysis; dominant T-wave (DTW); repolarization heterogeneity; statistical modeling of repolarization times (RTs); Algorithms; Computer Simulation; Electrocardiography; Heart Conduction System; Humans; Male; Membrane Potentials; Models, Cardiovascular; Models, Statistical; Myocytes, Cardiac; Reproducibility of Results; Ventricular Function;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2011.2166263