Post-Ventricular Premature Contraction Phase Correction Improves the Predictive Value of Average T-Wave Alternans in Ambulatory ECG Recordings

被引:7
|
作者
Martin-Yebra, Alba [1 ,2 ]
Monasterio, Violeta [3 ]
Cygankiewicz, Iwona [4 ]
Bayes-de-Luna, Antoni [5 ]
Caiani, Enrico G. [1 ]
Laguna, Pablo [2 ]
Pablo Martinez, Juan [2 ]
机构
[1] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
[2] Univ Zaragoza, IIS Aragon, BSICoS Grp, I3A, E-50009 Zaragoza, Spain
[3] Univ San Jorge, Zaragoza, Spain
[4] Med Univ Lodz, Dept Electrocardiol, Lodz, Poland
[5] Santa Creu & St Pau Hosp, Inst Catala Ciencies Cardiovasc, Barcelona, Spain
关键词
Electrocardiogram (ECG); sudden cardiac death (SCD); T-wave alternans (TWA); ventricular premature contraction (VPC); SUDDEN CARDIAC DEATH; RISK STRATIFICATION; VULNERABILITY; DYSFUNCTION; SOCIETY;
D O I
10.1109/TBME.2017.2711645
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: We proposed and evaluated a method for correcting possible phase shifts provoked by the presence of ventricular premature contractions (VPCs) for a better assessment of T-wave alternans (TWA). Methods: First, we synthesized ECG signals with artificial TWA in the presence of different noise sources. Then, we assessed the prognostic value for sudden cardiac death (SCD) of the long-term average of TWA amplitude (the index of average alternans, IAA) in ambulatory ECG signals from congestive heart failure (CHF) and evaluated whether it is sensitive to the presence of VPCs. Results: The inclusion of the phase correction after VPC in the processing always improved estimation accuracy of the IAA under different noisy conditions and regardless of the number of the VPCs included in the sequence. It also presented a positive impact on the prognostic value of IAA with increased hazard ratios (from 17% to 29%, depending of the scenario) in comparison to the noninclusion of this step. Conclusion: The proposed methodology for IAA estimation, which corrects for the possible phase reversal on TWA after the presence of VPCs, represents a robust TWA estimation approach with a significant impact on the prognostic value of IAA for SCD stratification in CHF patients. Significance: An accurate TWA estimation has a potential direct clinical impact on noninvasive SCD stratification, allowing better identification of patients at higher risk and helping clinicians in adopting the most appropriate therapeutic strategy.
引用
收藏
页码:635 / 644
页数:10
相关论文
共 10 条
  • [1] POST-VENTRICULAR TACHYCARDIA T-WAVE CHANGES IN AMBULATORY ELECTROCARDIOGRAM
    PINEIRO, DJ
    BLANCO, MV
    SUAREZ, LD
    MEDICINA-BUENOS AIRES, 1986, 46 (01) : 43 - 47
  • [2] Are the T-Wave Alternans Amplitude "Zones" Related to T-Wave Amplitude "Zones" in ECG Ambulatory Recordings?
    Madias, John E.
    ANNALS OF BIOMEDICAL ENGINEERING, 2010, 38 (01) : 223 - 224
  • [3] Letter to the Editor-Average T-wave alternans in ambulatory electrocardiogram recordings in patients with heart failure
    Madias, John E.
    HEART RHYTHM, 2012, 9 (03) : E2 - E2
  • [4] Predictive value of microvolt T-wave alternans in patients with left ventricular dysfunction
    Chen, Peng-Sheng
    HEART RHYTHM, 2007, 4 (10) : 1368 - 1369
  • [5] Predictive value of microvolt T-Wave alternans in patients with left ventricular dysfunction
    Cantillon, Daniel J.
    Stein, Kenneth M.
    Markowitz, Steven M.
    Mittal, Suneet
    Shah, Bindi K.
    Morin, Daniel P.
    Zacks, Eran S.
    Janik, Matthew
    Ageno, Shaun
    Mauer, Andreas C.
    Lerman, Bruce B.
    Iwai, Sei
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2007, 50 (02) : 166 - 173
  • [6] T-wave Alternans Search over 24 Hour Holter ECG Recordings based on Singular Value Decomposition
    Nishibe, Toshihiro
    Yamashiro, Koichiro
    Yana, Kazuo
    Ono, Takuya
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 2076 - 2079
  • [7] Average T-wave alternans activity in ambulatory ECG records predicts sudden cardiac death in patients with chronic heart failure
    Monasterio, Violeta
    Laguna, Pablo
    Cygankiewicz, Iwona
    Vazquez, Rafael
    Bayes-Genis, Antoni
    Bayes de Luna, Antoni
    Pablo Martinez, Juan
    HEART RHYTHM, 2012, 9 (03) : 383 - 389
  • [8] Ambulatory ECG-based T-wave alternans predicts sudden cardiac death in high-risk post-MI patients with left ventricular dysfunction in the EPHESUS study
    Stein, Phyllis K.
    Sanghavi, Devang
    Domitrovich, Peter P.
    Mackey, Robert A.
    Deedwania, Prakash
    JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 2008, 19 (10) : 1037 - 1042
  • [9] Predictive Value of Microvolt T-Wave Alternans for Cardiac Death or Ventricular Tachyarrhythmic Events in Ischemic and Nonischemic Cardiomyopathy Patients: A Meta-Analysis
    Calo, Leonardo
    De Santo, Tiziana
    Nuccio, Francesca
    Sciarra, Luigi
    De Luca, Lucia
    Stefano, Lorenza Mangoni di S.
    Piroli, Enrico
    Zuccaro, Lorenzo
    Rebecchi, Marco
    de Ruvo, Ermenegildo
    Lioy, Ernesto
    ANNALS OF NONINVASIVE ELECTROCARDIOLOGY, 2011, 16 (04) : 388 - 402
  • [10] Predictive value of microvolt T-wave alternans for sudden cardiac death in patients with preserved left ventricular function after myocardial infarction: Results of a collaborative cohort
    Ikeda, T
    Sugi, K
    Shimizu, H
    Watanabe, J
    Kasamaki, Y
    Yoshida, A
    Tanno, K
    Yoshino, H
    Kato, T
    CIRCULATION, 2005, 112 (17) : U594 - U594