Analysis of T-wave alternans using the dominant T-wave paradigm

被引:9
作者
Mainardi, Luca [2 ]
Sassi, Roberto [1 ]
机构
[1] Univ Milan, Dipartimento Tecnol Informaz, I-26013 Crema, CR, Italy
[2] Politecn Milan, Dipartimento Bioingn, Milan, Italy
关键词
T-wave alternans; Cardiac transmembrane potentials; Repolarization analysis; ELECTRICAL ALTERNANS; MECHANISM; GENESIS; COMPLEX;
D O I
10.1016/j.jelectrocard.2010.11.017
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The dominant T wave (DTW) reflects the derivative of the repolarization phase of the transmembrane potential of myocytes. T-wave alternans (TWA) is defined as an alteration of this repolarization that repeats every other beat. We investigate if the DTW can offer new insight on TWA. We first proved that the DTW estimate obtained through singular value decomposition is optimal, because it minimizes the norm of the residuals. Then we suggested an optimal estimate of the vector of lead factors, in the case in which the DTW is given. Finally, we derived a mathematical relationship between observable TWA on electrocardiogram and DTW morphology. The relationship depends on the slope of the repolarization phase of the myocytes' transmembrane potentials and on the dispersion of the repolarization times. Based on this finding, a new index meant to quantify TWA was defined and termed amplitude of dominant T-wave alternans (ADTWA). A preliminary validation of the index was performed using the synthetic records contained in the Computers in Cardiology 2008 data set. They were obtained from 5 electrocardiogram models to which TWA was added at different extents. We found a linear relationship between the TWA amplitude and the ADTWA metric (R-2 = 0.9898 +/- 0.100 across all models). Moreover, the root mean square error between actual and estimated TWA amplitudes was 10.9 mu V (ADTWA) vs 12.9 mu V obtained with the classical spectral method. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:119 / 125
页数:7
相关论文
共 27 条
[1]   Pathophysiological basis and clinical application of T-wave alternans [J].
Armoundas, AA ;
Tomaselli, GF ;
Esperer, HD .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2002, 40 (02) :207-217
[2]   Microvolt T-wave alternans and the risk of death or sustained ventricular arrhythmias in patients with left ventricular dysfunction [J].
Bloomfield, DM ;
Bigger, JT ;
Steinman, RC ;
Namerow, PB ;
Parides, MK ;
Curtis, AB ;
Kaufman, ES ;
Davidenko, JM ;
Shinn, TS ;
Fontaine, JM .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2006, 47 (02) :456-463
[3]  
Bortolan G, 2008, COMPUT CARDIOL, V35, P521
[4]  
Hamilton P.S., 2009, Open Source ECG Analysis Software Documentation
[5]   An Open-Source Standard T-Wave Alternans Detector for Benchmarking [J].
Khaustov, A. ;
Nemati, S. ;
Clifford, G. D. .
COMPUTERS IN CARDIOLOGY 2008, VOLS 1 AND 2, 2008, :509-+
[6]   ELECTRICAL ALTERNANS WITH EMPHASIS ON RECENT OBSERVATIONS MADE BY MEANS OF SINGLE-CELL ELECTRICAL RECORDING [J].
KLEINFELD, M ;
KOSSMANN, CE ;
STEIN, E .
AMERICAN HEART JOURNAL, 1963, 65 (04) :495-&
[7]   Analysis of the ST-T complex of the electrocardiogram using the Karhunen-Loeve transform:: adaptive monitoring and alternans detection [J].
Laguna, P ;
Moody, GB ;
García, J ;
Goldberger, AL ;
Mark, RG .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1999, 37 (02) :175-189
[8]  
Leon SJ, 2006, Linear Algebra with Applications, DOI DOI 10.1016/j.ajhg.2010.11.011
[9]   Methodological principles of T wave alternans analysis:: A unified framework [J].
Martínez, JP ;
Olmos, S .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (04) :599-613
[10]   Multilead Analysis of T-Wave Alternans in the ECG Using Principal Component Analysis [J].
Monasterio, Violeta ;
Laguna, Pablo ;
Martinez, Juan Pablo .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2009, 56 (07) :1880-1890