Principal component analysis of the QRS complex during diagnostic ajmaline test for suspected Brugada Syndrome

We used principal component analysis (PCA) of the QRS complex to assess depolarisation heterogeity during ajmaline test in 96 patients with suspected Brugada Syndrome (BS). PCA was performed on 15-lead ECGs (12 leads +V1, V2 and V3 from 3rd intercostal space, V1h to V3h using a) V1, V2 and V3 (QRS-PCAstand), b) V1h, V2h and V3h (QRS-PCAhigh), and c) V1 to V3, V1h to V3h (QRS-PCAtotal). Among patients with positive tests (n=23), those with symptoms (n=6) had higher QRS-PCAhigh before (p=0.003) and during maximum drug effect (p=0.001) than those without symptoms (n=17). Following ajmaline, QRS-PCA decreased significantly in patients with negative (n=73) (p=0.00004), but not in those with positive tests (p=0.098). Symptomatic patients with non-diagnostic resting ECGs have increased depolarisation heterogeneity. PCA could detect depolarisation heterogeity and thus help the diagnosis and risk stratification of patients with BS.

[1]  Changyu Shen,et al.  Fragmented QRS on twelve-lead electrocardiogram predicts arrhythmic events in patients with ischemic and nonischemic cardiomyopathy. , 2010, Heart rhythm.

[2]  I.I. Christov,et al.  Principal Component Analysis for detection and assessment of T-wave alternans , 2008, 2008 Computers in Cardiology.

[3]  Peter Macfarlane,et al.  Diagnostic utility of bipolar precordial leads during ajmaline testing for suspected Brugada syndrome. , 2010, Heart rhythm.

[4]  Charles Antzelevitch Brugada syndrome. , 2006, Pacing and clinical electrophysiology : PACE.

[5]  J. Warton High-Density Substrate Mapping in Brugada Syndrome: Combined Role of Conduction and Repolarization Heterogeneities in Arrhythmogenesis , 2012 .

[6]  Ivaylo I Christov,et al.  Real time electrocardiogram QRS detection using combined adaptive threshold , 2004, Biomedical engineering online.

[7]  I.K. Duskalov,et al.  Developments in ECG acquisition, preprocessing, parameter measurement, and recording , 1998, IEEE Engineering in Medicine and Biology Magazine.

[8]  Ivan Dotsinsky,et al.  Twelve-lead electrocardiogram obtained by eight leads , 2002 .

[9]  R. Wu,et al.  Role of signal-averaged electrocardiograms in arrhythmic risk stratification of patients with Brugada syndrome: a prospective study. , 2009, Heart rhythm.

[10]  Gopi Dandamudi,et al.  Fragmented QRS on a 12-lead ECG: a predictor of mortality and cardiac events in patients with coronary artery disease. , 2007, Heart rhythm.

[11]  A Bezerianos,et al.  Beat-to-beat wavelet variance of the QRS complex as a marker of arrhythmogenic substrate in ventricular tachycardia patients. , 1998, Physiological measurement.

[12]  W. Shimizu,et al.  Diagnostic and prognostic value of a type 1 Brugada electrocardiogram at higher (third or second) V1 to V2 recording in men with Brugada syndrome. , 2007, The American journal of cardiology.

[13]  Ruben Coronel,et al.  Slow and Discontinuous Conduction Conspire in Brugada Syndrome: A Right Ventricular Mapping and Stimulation Study , 2008, Circulation. Arrhythmia and electrophysiology.

[14]  Tohru Ohe,et al.  Fragmented QRS as a Marker of Conduction Abnormality and a Predictor of Prognosis of Brugada Syndrome , 2008, Circulation.

[15]  M. Das,et al.  Significance of a Fragmented QRS Complex Versus a Q Wave in Patients With Coronary Artery Disease , 2006, Circulation.

[16]  Temporal and postural variation of 12-lead high-frequency QRS electrocardiographic signals in asymptomatic individuals. , 2006, Journal of electrocardiology.

[17]  D A BRODY,et al.  Principal Factor Waveforms of the Thoracic QRS Complex , 1964, Circulation research.

[18]  I. Christov,et al.  Filtering of electromyogram artifacts from the electrocardiogram. , 1999, Medical engineering & physics.

[19]  F. Miyake,et al.  Clinical significance of electrocardiography recordings from a higher intercostal space for detection of the brugada sign. , 2004, Circulation journal : official journal of the Japanese Circulation Society.

[20]  Wataru Shimizu,et al.  Brugada syndrome: report of the second consensus conference. , 2005, Heart rhythm.