T-Wave Peak-to-End Changes Quantified by Time-Warping Predicts Ventricular Fibrillation in a Porcine Myocardial Infarction Model

被引:0
作者
Gomez, Neurys [1 ,2 ]
Ramirez, Julia [1 ,2 ,3 ]
Martin-Yebra, Alba [1 ,2 ]
Demidova, Marina M. [4 ]
Platonov, Pyotr
Martinez, Juan Pablo [1 ,2 ,4 ]
Laguna, Pablo [1 ,2 ,4 ]
机构
[1] Univ Zaragoza, BSICoS Grp, IIS Aragon, I3A, Zaragoza 50009, Spain
[2] CIBER BBN, Zaragoza 50018, Spain
[3] Queen Mary Univ London, William Harvey Res Inst, London, England
[4] Lund Univ, Dept Cardiol Clin Sci, Lund, Sweden
关键词
Principal component analysis; Indexes; Electrocardiography; Recording; Myocardium; Morphology; Arrhythmia; Electrocardiogram; ischemia; repolarization; T-peak to T-end interval; T-wave morphology; time warping; ventricular arrhythmias; REPOLARIZATION DISPERSION; TPEAK-TEND; CORONARY-OCCLUSION; CELLULAR BASIS; INTERVAL; ARRHYTHMIA; ALTERNANS; SOCIETY; EVENTS;
D O I
10.1109/TBME.2024.3404254
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: The T-pe-interval time-warping-based morphology variation index, derived from a spatially transformed PCA lead, d(w,Tpe)(PCA,) has previously demonstrated utility in tracking repolarization changes induced by a 5-minute ischemia model in humans. The value of d(w,Tpe)(PCA,) as a predictor of ventricular fibrillation (VF) episodes is assessed in a 40-minutes porcine infarction model. Pre occlusion and occlusion ECG recordings from 10 pigs who suffered a late VF episode and 16 who did not were analyzed. The d(w,Tpe)(PCA,) series was measured by comparing T-pe morphologies at different stages of the occlusion relative to a baseline. During baseline, d(w,Tpe)(PCA,) remained stationary with an intra-recording median [IQR] value of 1.60 [1.33] ms.During occlusion, d(w,Tpe)(PCA,) followed a well-marked gradual increasing trend, reaching a median of 14.58 [17.72] ms . d(w,Tpe)(PCA, )averages were significantly higher in the VF group than in the Non-VF group at five time intervals taken every5 minutes after occlusion onset with median values of 12.5,18.8, 26.8, 24.0, and 31.0, vs 6.3, 7.6, 8.0, 7.8, and 7.8, and also at three consecutive 5-minute intervals prior to VF 18.6,25.0 and 28.8 vs 8.5, 7.2 and 6.0 ms, respectively. The TPCA(pe) interval was also significantly higher in the VF group at all analyzed time periods, but with a lower significance level. Pigs with maximum d(w,Tpe)(PCA,) >= 20.0ms and TPCA(pe) >= 85.4 ms in the early 5-10 minutes interval after occlusion, had significantly higher risk for VF occurring with 90.0%/75.0% and80.0%/69.0% sensitivity/ specificity, respectively. In conclusion, d(w,Tpe)(PCA,) is a stronger VF predictor than TPCA(pe) during ischemia in a porcine model.
引用
收藏
页码:2968 / 2977
页数:10
相关论文
共 35 条
[1]  
[Anonymous], 2017, Dynamic Programming and Optimal Control
[2]   Tpeak-Tend as a predictor of ventricular arrhythmogenesis [J].
Antzelevitch, Charles ;
Di Diego, Jose M. ;
Argenziano, Mariana .
INTERNATIONAL JOURNAL OF CARDIOLOGY, 2017, 249 :75-76
[3]   Does Tpeak-Tend provide an index of transmural dispersion of repotarization? [J].
Antzelevitch, Charles ;
Sicouri, Serge ;
Di Diego, Jose M. ;
Burashnikov, Alexander ;
Viskin, Sami ;
Shimizu, Wataru ;
Yan, Gan-Xin ;
Kowey, Peter ;
Zhang, Li .
HEART RHYTHM, 2007, 4 (08) :1114-1116
[4]  
Arteyeva NV., 2013, J Electrocardiol, V46, p296., DOI DOI 10.1016/J.JELECTROCARD.2013.02.001
[5]   Progressive increase of the Tpeak-Tend interval is associated with ischaemia-induced ventricular fibrillation in a porcine myocardial infarction model [J].
Azarov, Jan E. ;
Demidova, Marina M. ;
Koul, Sasha ;
van der Pals, Jesper ;
Erlinge, David ;
Platonov, Pyotr G. .
EUROPACE, 2018, 20 (05) :880-886
[6]   Principal component analysis in ECG signal processing [J].
Castells, Francisco ;
Laguna, Pablo ;
Soernmo, Leif ;
Bollmann, Andreas ;
Roig, José Millet .
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2007, 2007 (1)
[7]   T wave alternans in experimental myocardial infarction: Time course and predictive value for the assessment of myocardial damage [J].
Demidova, Marina M. ;
Martin-Yebra, Alba ;
Pablo Martinez, Juan ;
Monasterio, Violeta ;
Koul, Sasha ;
van der Pals, Jesper ;
Romero, Daniel ;
Laguna, Pablo ;
Erlinge, David ;
Platonov, Pyotr G. .
JOURNAL OF ELECTROCARDIOLOGY, 2013, 46 (03) :263-269
[8]   ST-segment dynamics during reperfusion period and the size of myocardial injury in experimental myocardial infarction [J].
Demidova, Marina M. ;
van der Pals, Jesper ;
Ubachs, Joey F. A. ;
Kanski, Mikael ;
Engblom, Henrik ;
Erlinge, David ;
Tichonenko, Victor M. ;
Platonov, Pyotr G. .
JOURNAL OF ELECTROCARDIOLOGY, 2011, 44 (01) :74-81
[9]   Estimates of repolarization dispersion from electrocardiographic measurements [J].
Fuller, MS ;
Sándor, G ;
Punske, B ;
Taccardi, B ;
MacLeod, RS ;
Ershler, PR ;
Green, LS ;
Lux, RL .
CIRCULATION, 2000, 102 (06) :685-691
[10]  
Gomez N., 2023, P IEEE COMP CARD, P1