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Published in: BMC Cardiovascular Disorders 1/2017

Open Access 01-12-2017 | Research article

Atrial time and voltage dispersion are both needed to predict new-onset atrial fibrillation in ischemic stroke patients

Authors: Daniel Cortez, Maria Baturova, Arne Lindgren, Jonas Carlson, Yuri V. Shubik, Bertil Olsson, Pyotr G. Platonov

Published in: BMC Cardiovascular Disorders | Issue 1/2017

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Abstract

Background

Atrial fibrillation (AF) is a known risk factor for ischemic stroke. Electrocardiographic predictors of AF in population studies such as the Framingham Heart Study, as well as in hypertensive patients have demonstrated a predictive value of the P-wave duration for development of AF. QRS vector magnitude has had a predictive value in ventricular arrhythmia development. We aimed to assess the value of the three-dimensional P-wave vector magnitude and its relationship to P-wave duration for prediction of new-onset AF after ischemic stroke.

Methods

First-ever ischemic stroke patients without AF at inclusion in the Lund Stroke Register were included. Measurements of P wave duration (Pd), QRS duration, corrected QT interval, and PQ interval were performed automatically using the University of Glasgow 12-lead ECG analysis algorithm. The P-wave vector magnitude (Pvm) was calculated automatically as the square root of the sum of the squared P-wave magnitudes in leads V6, II and one half of the P-wave amplitude in V2 (\( \sqrt{PV{6}^2+{PII}^2+{\left({0.5}^{\ast }PV2\right)}^2} \)), based on the P-wave magnitude (Pvm) as defined by the visually transformed Kors’ Quasi-orthogonal method.

Results

The median age was 73 (IQR 63–80) years at stroke onset (135 males, 92 females). Multivariate predictors of new-onset atrial fibrillation included age > 65 years, hypertension, and Pd/Pvm. A cut-off value of 870 ms/mV gave sensitivity, specificity, positive and negative predictive values of 51, 79, 30 and 87%, respectively. The Pd/Pvm was the only ECG predictor of AF with a significant multivariate hazard ratio of 2.02 (95% CI 1.18 to 3.46, p = 0.010).

Conclusion

P-wave dispersion as measured by the Pd/Pvm was the only ECG parameter measured which independently predicted subsequent AF identification in a cohort of stroke patients. Further prospective studies in larger cohorts are needed to validate its clinical usefulness.
Literature
1.
go back to reference Friberg L, Hammar N, Pettersson H, Rosenqvist M. Increased mortality in paroxysmal atrial fibrillation: report from the Stockholm cohort-study of atrial fibrillation (SCAF). Eur Heart J. 2007;28:2346–53.CrossRefPubMed Friberg L, Hammar N, Pettersson H, Rosenqvist M. Increased mortality in paroxysmal atrial fibrillation: report from the Stockholm cohort-study of atrial fibrillation (SCAF). Eur Heart J. 2007;28:2346–53.CrossRefPubMed
2.
go back to reference Baturova MA, Lindgren A, Shubik YV, Olsson SB, Platonov PG. Atrial fibrillation in patients with ischaemic stroke in the Swedish national patient registers: how much do we miss? Europace. 2014;16:1714–9.CrossRefPubMed Baturova MA, Lindgren A, Shubik YV, Olsson SB, Platonov PG. Atrial fibrillation in patients with ischaemic stroke in the Swedish national patient registers: how much do we miss? Europace. 2014;16:1714–9.CrossRefPubMed
3.
go back to reference Sanna T, Diener HC, Passman RS, Di Lazzaro V, Berstein RA, Morillo CA, et al. Cryptogenic stroke and underlying atrial fibrillation. N Engl J Med. 2014;370:2478–86.CrossRefPubMed Sanna T, Diener HC, Passman RS, Di Lazzaro V, Berstein RA, Morillo CA, et al. Cryptogenic stroke and underlying atrial fibrillation. N Engl J Med. 2014;370:2478–86.CrossRefPubMed
4.
go back to reference Jabaudon D, Sztajzel J, Sievert K, Landis T, Sztajzel R. Usefulness of ambulatory 7-day ECG monitoring for the detection of atrial fibrillation and flutter after acute stroke and transient ischemic attack. Stroke. 2004;35(7):1647–51.CrossRefPubMed Jabaudon D, Sztajzel J, Sievert K, Landis T, Sztajzel R. Usefulness of ambulatory 7-day ECG monitoring for the detection of atrial fibrillation and flutter after acute stroke and transient ischemic attack. Stroke. 2004;35(7):1647–51.CrossRefPubMed
5.
go back to reference Stahrenberg R, Weber-Kruger M, Seegers J, Edelmann F, Lahno R, Haase B, et al. Enhanced detection of paroxysmal atrial fibrillation by early and prolonged continuous Holter monitoring in patients with cerebral ischemia presenting in sinus rhythm. Stroke. 2010;41:2884–8.CrossRefPubMed Stahrenberg R, Weber-Kruger M, Seegers J, Edelmann F, Lahno R, Haase B, et al. Enhanced detection of paroxysmal atrial fibrillation by early and prolonged continuous Holter monitoring in patients with cerebral ischemia presenting in sinus rhythm. Stroke. 2010;41:2884–8.CrossRefPubMed
6.
go back to reference Brachmann J, Morillo CA, Sanna T, Di Lazzaro V, Diener HC, Bernstein RA, et al. Uncovering atrial fibrillation beyond short-term monitoring in cryptogenic stroke patients: three-year results from the cryptogenic stroke and underlying atrial fibrillation trial. Circ Arrhythm Electrophysiol. 2016;9:1.CrossRef Brachmann J, Morillo CA, Sanna T, Di Lazzaro V, Diener HC, Bernstein RA, et al. Uncovering atrial fibrillation beyond short-term monitoring in cryptogenic stroke patients: three-year results from the cryptogenic stroke and underlying atrial fibrillation trial. Circ Arrhythm Electrophysiol. 2016;9:1.CrossRef
7.
go back to reference Henriksson KM, Farahmand B, Asberg S, Terent A, Edvardsson N. First-ever atrial fibrillation documented after hemorrhagic or ischemic stroke: the role of the CHADS(2) score at the time of stroke. Clin Cardiol. 2011;34:309–16.CrossRefPubMed Henriksson KM, Farahmand B, Asberg S, Terent A, Edvardsson N. First-ever atrial fibrillation documented after hemorrhagic or ischemic stroke: the role of the CHADS(2) score at the time of stroke. Clin Cardiol. 2011;34:309–16.CrossRefPubMed
8.
go back to reference Baturova MA, Lindgren A, Calrson J, Shubik YV, Olsson SB, Platonov PG. Predictors of new onset atrial fibrillation during 10-year follow-up after first-ever ischemic stroke. Int J Cardiol. 2015;199:248–52.CrossRefPubMed Baturova MA, Lindgren A, Calrson J, Shubik YV, Olsson SB, Platonov PG. Predictors of new onset atrial fibrillation during 10-year follow-up after first-ever ischemic stroke. Int J Cardiol. 2015;199:248–52.CrossRefPubMed
9.
go back to reference Zuo ML, Liu S, Chan KH, Lau KK, Chong BH, Lam KF, et al. The CHADS2 and CHA2DS2-VASc scores predict new occurrence of atrial fibrillation and ischemic stroke. J Interv Card Electrophysiol. 2013;37:47–54.CrossRefPubMed Zuo ML, Liu S, Chan KH, Lau KK, Chong BH, Lam KF, et al. The CHADS2 and CHA2DS2-VASc scores predict new occurrence of atrial fibrillation and ischemic stroke. J Interv Card Electrophysiol. 2013;37:47–54.CrossRefPubMed
10.
go back to reference Magnani JW, Johnson VM, Sullivan LM, Gorodeski EZ, Schnabel RB, Lubitz SA, et al. Wave duration and risk of longitudinal atrial fibrillation in persons ≥ 60 years old (from the Framingham heart study). Am J Cardiol. 2011;107:917–21.CrossRefPubMedPubMedCentral Magnani JW, Johnson VM, Sullivan LM, Gorodeski EZ, Schnabel RB, Lubitz SA, et al. Wave duration and risk of longitudinal atrial fibrillation in persons ≥ 60 years old (from the Framingham heart study). Am J Cardiol. 2011;107:917–21.CrossRefPubMedPubMedCentral
11.
go back to reference Ciaroni S, Cuenoud L, Bloch A. Clinical study to investigate the predictive parameters for the onset of atrial fibrillation in patients with essential hypertension. Am Heart J. 2000;139:814–9.CrossRefPubMed Ciaroni S, Cuenoud L, Bloch A. Clinical study to investigate the predictive parameters for the onset of atrial fibrillation in patients with essential hypertension. Am Heart J. 2000;139:814–9.CrossRefPubMed
12.
go back to reference Bonow RO, Mann DL, Zipes DP, Libby P. Braunwald’s heart disease. A textbook of cardiovascular medicine. 9th ed. New York: W.B. Saunders Company; 2011. Bonow RO, Mann DL, Zipes DP, Libby P. Braunwald’s heart disease. A textbook of cardiovascular medicine. 9th ed. New York: W.B. Saunders Company; 2011.
13.
go back to reference Martinez-Selles M, Baranchuk A, Elosua R, Bayes de Luna A, O’Neal WT, Kamel H, et al. Advanced interatrial block and ischemic stroke: the atherosclerosis risk in communities study. Neurology. 2016;87:352–6.CrossRef Martinez-Selles M, Baranchuk A, Elosua R, Bayes de Luna A, O’Neal WT, Kamel H, et al. Advanced interatrial block and ischemic stroke: the atherosclerosis risk in communities study. Neurology. 2016;87:352–6.CrossRef
14.
go back to reference Triola B, Olson MB, Reis SE, Rautaharju P, Merz CN, Kelsey SF, et al. Electrocardiographic predictors of cardiovascular outcome in women: the National Heart, Lung, and Blood Institute-sponsored women's ischemia syndrome evaluation (WISE) study. J Am Coll Cardiol. 2005;46:51–6.CrossRefPubMed Triola B, Olson MB, Reis SE, Rautaharju P, Merz CN, Kelsey SF, et al. Electrocardiographic predictors of cardiovascular outcome in women: the National Heart, Lung, and Blood Institute-sponsored women's ischemia syndrome evaluation (WISE) study. J Am Coll Cardiol. 2005;46:51–6.CrossRefPubMed
15.
go back to reference Voulgari C, Tentolouris N, Moyssakis I, Dilaveris P, Gialafos E, Papadogiannis D, et al. Spatial QRS-T angle: association with diabetes and left ventricular performance. Eur J Clin Investig. 2006;36:608–13.CrossRef Voulgari C, Tentolouris N, Moyssakis I, Dilaveris P, Gialafos E, Papadogiannis D, et al. Spatial QRS-T angle: association with diabetes and left ventricular performance. Eur J Clin Investig. 2006;36:608–13.CrossRef
16.
go back to reference Borleffs CJ, Scherptong RW, Man SC, van Welsenes GH, Bax JJ, van Erven L, et al. Predicting ventricular arrhythmias in patients with ischemic heart disease: clinical application of the ECG-derived QRS-T angle. Circ Arrhythm Electrophysiol. 2009;2:548–54.CrossRefPubMed Borleffs CJ, Scherptong RW, Man SC, van Welsenes GH, Bax JJ, van Erven L, et al. Predicting ventricular arrhythmias in patients with ischemic heart disease: clinical application of the ECG-derived QRS-T angle. Circ Arrhythm Electrophysiol. 2009;2:548–54.CrossRefPubMed
17.
go back to reference de Torbal A, Kors JA, van Herpen G, Meij S, Nelwan S, Simoons ML, et al. The electrical T-axis and the spatial QRS-T angle are independent predictors of long-term mortality in patients admitted with acute ischemic chest pain. Cardiology. 2004;101:199–207.CrossRefPubMed de Torbal A, Kors JA, van Herpen G, Meij S, Nelwan S, Simoons ML, et al. The electrical T-axis and the spatial QRS-T angle are independent predictors of long-term mortality in patients admitted with acute ischemic chest pain. Cardiology. 2004;101:199–207.CrossRefPubMed
18.
go back to reference Kardys I, Kors JA, van der Meer IM, Hofman A, van der Kuip DA, Witteman JC. Spatial QRS-T angle predicts cardiac death in a general population. Eur Heart J. 2003;24:1357–64.CrossRefPubMed Kardys I, Kors JA, van der Meer IM, Hofman A, van der Kuip DA, Witteman JC. Spatial QRS-T angle predicts cardiac death in a general population. Eur Heart J. 2003;24:1357–64.CrossRefPubMed
19.
go back to reference Rautaharju PM, Ge S, Nelson JC, Marino Larsen EK, Psaty BM, Furberg CD, Zhang ZM, et al. Comparison of mortality risk for electrocardiographic abnormalities in men and women with and without coronary heart disease (from the cardiovascular health study). Am J Cardiol. 2006;97:309–15.CrossRefPubMed Rautaharju PM, Ge S, Nelson JC, Marino Larsen EK, Psaty BM, Furberg CD, Zhang ZM, et al. Comparison of mortality risk for electrocardiographic abnormalities in men and women with and without coronary heart disease (from the cardiovascular health study). Am J Cardiol. 2006;97:309–15.CrossRefPubMed
20.
go back to reference Yamazaki T, Froelicher VF, Myers J, Chun S, Wang P. Spatial QRS-T angle predicts cardiac death in a clinical population. Heart Rhythm. 2005;2:73–8.CrossRefPubMed Yamazaki T, Froelicher VF, Myers J, Chun S, Wang P. Spatial QRS-T angle predicts cardiac death in a clinical population. Heart Rhythm. 2005;2:73–8.CrossRefPubMed
21.
go back to reference Cortez D, Ruckdeschel E, McCanta A, Collins K, Sauer W, Kay J, et al. Vectorcardiographic predictors of ventricular arrhythmia inducibility in patients with tetralogy of Fallot. J Electrocardiol. 2015;48:141–4.CrossRefPubMed Cortez D, Ruckdeschel E, McCanta A, Collins K, Sauer W, Kay J, et al. Vectorcardiographic predictors of ventricular arrhythmia inducibility in patients with tetralogy of Fallot. J Electrocardiol. 2015;48:141–4.CrossRefPubMed
22.
go back to reference Cortez D, Barham W, Ruckdeschel E, Sharma N, McCanta AC, von Alvensleben J, et al. Non-invasive predictors of ventricular arrhythmias in patients with tetralogy of Fallot undergoing pulmonary valve replacement. JACC Electrophys. 2017;3:162–70.CrossRef Cortez D, Barham W, Ruckdeschel E, Sharma N, McCanta AC, von Alvensleben J, et al. Non-invasive predictors of ventricular arrhythmias in patients with tetralogy of Fallot undergoing pulmonary valve replacement. JACC Electrophys. 2017;3:162–70.CrossRef
23.
go back to reference Park J-K, Park J, Uhm J-S, Joung B, Lee M-H, Pak H-N. Low P-wave amplitude (<0.1mV) in lead I is associated with displaced inter-atrial conduction and clinical recurrence of paroxysmal atrial fibrillation after radiofrequency catheter ablation. Europace. 2016;18:384–91.CrossRefPubMed Park J-K, Park J, Uhm J-S, Joung B, Lee M-H, Pak H-N. Low P-wave amplitude (<0.1mV) in lead I is associated with displaced inter-atrial conduction and clinical recurrence of paroxysmal atrial fibrillation after radiofrequency catheter ablation. Europace. 2016;18:384–91.CrossRefPubMed
24.
go back to reference Macfarlane PW, Devine B, Clark E. The University of Glasgow (Uni-G) ECG analysis program. Comput Cardiol. 2005;32:451–4. Macfarlane PW, Devine B, Clark E. The University of Glasgow (Uni-G) ECG analysis program. Comput Cardiol. 2005;32:451–4.
25.
go back to reference Kors JA, van Herpen G, Sitig AC, van Bemmel JH. Reconstruction of the Frank vectorcardiogram from standard electrocardiographic leads. Eur Heart J. 1990;11:1083–92.CrossRefPubMed Kors JA, van Herpen G, Sitig AC, van Bemmel JH. Reconstruction of the Frank vectorcardiogram from standard electrocardiographic leads. Eur Heart J. 1990;11:1083–92.CrossRefPubMed
26.
go back to reference Cortez D, Sharma N, Devers C, Devers E, Schlegel TT. Visual transform applications for estimating the spatial QRS-T angle from the conventional 12-lead ECG: Kors is still most frank. J Electrocardiol. 2014;47:12–9.CrossRefPubMed Cortez D, Sharma N, Devers C, Devers E, Schlegel TT. Visual transform applications for estimating the spatial QRS-T angle from the conventional 12-lead ECG: Kors is still most frank. J Electrocardiol. 2014;47:12–9.CrossRefPubMed
27.
go back to reference Camm AJ, Kirchhof P, Lip GY, Schotten U, Savelieva I, Ernst S, et al. Guidelines for the Management of Atrial Fibrillation: the task force for the management of Atrial fibrillation of the European Society of Cardiology (ESC). Eur Heart J. 2010;31:2369–429.CrossRefPubMed Camm AJ, Kirchhof P, Lip GY, Schotten U, Savelieva I, Ernst S, et al. Guidelines for the Management of Atrial Fibrillation: the task force for the management of Atrial fibrillation of the European Society of Cardiology (ESC). Eur Heart J. 2010;31:2369–429.CrossRefPubMed
28.
go back to reference Cortez D, Barham W, Ruckdeschel E, Sharma N, McCanta AC, von Alvensleben J, et al. Noninvasive predictors of perioperative atrial arrhythmias in patients with tetralogy of Fallot undergoing pulmonary valve replacement. Clin Cardiol. 2017; [Epub ahead of print] Cortez D, Barham W, Ruckdeschel E, Sharma N, McCanta AC, von Alvensleben J, et al. Noninvasive predictors of perioperative atrial arrhythmias in patients with tetralogy of Fallot undergoing pulmonary valve replacement. Clin Cardiol. 2017; [Epub ahead of print]
29.
go back to reference Heeringa J, van der Kuip DA, Hofman A, Kors JA, van Herpen G, Stricker BH, et al. Prevalence, incidence and lifetime risk of atrial fibrillation: the Rotterdam study. Eur Heart J. 2006;27(8):949–53.CrossRefPubMed Heeringa J, van der Kuip DA, Hofman A, Kors JA, van Herpen G, Stricker BH, et al. Prevalence, incidence and lifetime risk of atrial fibrillation: the Rotterdam study. Eur Heart J. 2006;27(8):949–53.CrossRefPubMed
30.
go back to reference Ziegler PD, Glotzer TV, Daoud EG, Wyse DG, Singer DE, Ezekowitz MD, et al. Incidence of newly detected atrial arrhythmias via implantable devices in patients with history of thromboembolic events. Stroke. 2010;41:256–60.CrossRefPubMed Ziegler PD, Glotzer TV, Daoud EG, Wyse DG, Singer DE, Ezekowitz MD, et al. Incidence of newly detected atrial arrhythmias via implantable devices in patients with history of thromboembolic events. Stroke. 2010;41:256–60.CrossRefPubMed
31.
go back to reference Ziegler PD, Glotzer TV, Daoud EG, Singer MD, Ezekowitz MD, Hoyt RH, et al. Detection of previously undiagnosed atrial fibrillation in patients with stroke risk factors and usefulness of continuous monitoring in primary stroke prevention. Am J Cardiol. 2012;110:1309–14.CrossRefPubMed Ziegler PD, Glotzer TV, Daoud EG, Singer MD, Ezekowitz MD, Hoyt RH, et al. Detection of previously undiagnosed atrial fibrillation in patients with stroke risk factors and usefulness of continuous monitoring in primary stroke prevention. Am J Cardiol. 2012;110:1309–14.CrossRefPubMed
32.
go back to reference Kim D, Shim CY, Cho IJ, Kim YD, Nam HS, Chang HJ, et al. Incremental value of left atrial global longitudinal strain for prediction of post stroke atrial fibrillation in patients with acute ischemic stroke. J Cardiovasc Ultrasound. 2016;24:20–7.CrossRefPubMedPubMedCentral Kim D, Shim CY, Cho IJ, Kim YD, Nam HS, Chang HJ, et al. Incremental value of left atrial global longitudinal strain for prediction of post stroke atrial fibrillation in patients with acute ischemic stroke. J Cardiovasc Ultrasound. 2016;24:20–7.CrossRefPubMedPubMedCentral
33.
go back to reference Baturova MA, Sheldon SH, Carlson J, Brady PA, Lin G, Rabinstein AA, et al. Electrocardiographic and echocardiographic predictors of paroxysmal atrial fibrillation detected after ischemic stroke. BMC Cardiovasc Disord. 2016;16:209.CrossRefPubMedPubMedCentral Baturova MA, Sheldon SH, Carlson J, Brady PA, Lin G, Rabinstein AA, et al. Electrocardiographic and echocardiographic predictors of paroxysmal atrial fibrillation detected after ischemic stroke. BMC Cardiovasc Disord. 2016;16:209.CrossRefPubMedPubMedCentral
Metadata
Title
Atrial time and voltage dispersion are both needed to predict new-onset atrial fibrillation in ischemic stroke patients
Authors
Daniel Cortez
Maria Baturova
Arne Lindgren
Jonas Carlson
Yuri V. Shubik
Bertil Olsson
Pyotr G. Platonov
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Cardiovascular Disorders / Issue 1/2017
Electronic ISSN: 1471-2261
DOI
https://doi.org/10.1186/s12872-017-0631-1

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