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Martinez-Navarro H, Zhou X, Rodriguez B. Mechanisms and Implications of Electrical Heterogeneity in Cardiac Function in Ischemic Heart Disease. Annu Rev Physiol 2025; 87:25-51. [PMID: 39541224 DOI: 10.1146/annurev-physiol-042022-020541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
A healthy heart shows intrinsic electrical heterogeneities that play a significant role in cardiac activation and repolarization. However, cardiac diseases may perturb the baseline electrical properties of the healthy cardiac tissue, leading to increased arrhythmic risk and compromised cardiac functions. Moreover, biological variability among patients produces a wide range of clinical symptoms, which complicates the treatment and diagnosis of cardiac diseases. Ischemic heart disease is usually caused by a partial or complete blockage of a coronary artery. The onset of the disease begins with myocardial ischemia, which can develop into myocardial infarction if it persists for an extended period. The progressive regional tissue remodeling leads to increased electrical heterogeneities, with adverse consequences on arrhythmic risk, cardiac mechanics, and mortality. This review aims to summarize the key role of electrical heterogeneities in the heart on cardiac function and diseases. Ischemic heart disease has been chosen as an example to show how adverse electrical remodeling at different stages may lead to variable manifestations in patients. For this, we have reviewed the dynamic electrophysiological and structural remodeling from the onset of acute myocardial ischemia and reperfusion to acute and chronic stages post-myocardial infarction. The arrhythmic mechanisms, patient phenotypes, risk stratification at different stages, and patient management strategies are also discussed. Finally, we provide a brief review on how computational approaches incorporate human electrophysiological heterogeneity to facilitate basic and translational research.
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Affiliation(s)
- Hector Martinez-Navarro
- Department of Computer Science, British Heart Foundation Centre of Research Excellence, University of Oxford, Oxford, United Kingdom; , ,
| | - Xin Zhou
- Department of Computer Science, British Heart Foundation Centre of Research Excellence, University of Oxford, Oxford, United Kingdom; , ,
| | - Blanca Rodriguez
- Department of Computer Science, British Heart Foundation Centre of Research Excellence, University of Oxford, Oxford, United Kingdom; , ,
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Zhao Y, Chakraborty P, Tomassetti J, Subha T, Massé S, Thavendiranathan P, Billia F, Lai PFH, Abdel-Qadir H, Nanthakumar K. Arrhythmogenic Ventricular Remodeling by Next-Generation Bruton's Tyrosine Kinase Inhibitor Acalabrutinib. Int J Mol Sci 2024; 25:6207. [PMID: 38892396 PMCID: PMC11173147 DOI: 10.3390/ijms25116207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 05/22/2024] [Accepted: 05/24/2024] [Indexed: 06/21/2024] Open
Abstract
Cardiac arrhythmias remain a significant concern with Ibrutinib (IBR), a first-generation Bruton's tyrosine kinase inhibitor (BTKi). Acalabrutinib (ABR), a next-generation BTKi, is associated with reduced atrial arrhythmia events. However, the role of ABR in ventricular arrhythmia (VA) has not been adequately evaluated. Our study aimed to investigate VA vulnerability and ventricular electrophysiology following chronic ABR therapy in male Sprague-Dawley rats utilizing epicardial optical mapping for ventricular voltage and Ca2+ dynamics and VA induction by electrical stimulation in ex-vivo perfused hearts. Ventricular tissues were snap-frozen for protein analysis for sarcoplasmic Ca2+ and metabolic regulatory proteins. The results show that both ABR and IBR treatments increased VA vulnerability, with ABR showing higher VA regularity index (RI). IBR, but not ABR, is associated with the abbreviation of action potential duration (APD) and APD alternans. Both IBR and ABR increased diastolic Ca2+ leak and Ca2+ alternans, reduced conduction velocity (CV), and increased CV dispersion. Decreased SERCA2a expression and AMPK phosphorylation were observed with both treatments. Our results suggest that ABR treatment also increases the risk of VA by inducing proarrhythmic changes in Ca2+ signaling and membrane electrophysiology, as seen with IBR. However, the different impacts of these two BTKi on ventricular electrophysiology may contribute to differences in VA vulnerability and distinct VA characteristics.
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Affiliation(s)
- Yanan Zhao
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
| | - Praloy Chakraborty
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
| | - Julianna Tomassetti
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
| | - Tasnia Subha
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
| | - Stéphane Massé
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
| | - Paaladinesh Thavendiranathan
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
- Ted Rogers Centre for Heart Research, Toronto, ON M5G 1M1, Canada
| | - Filio Billia
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
- Ted Rogers Centre for Heart Research, Toronto, ON M5G 1M1, Canada
| | - Patrick F. H. Lai
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
| | - Husam Abdel-Qadir
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
- Ted Rogers Centre for Heart Research, Toronto, ON M5G 1M1, Canada
- Women’s College Hospital, Toronto, ON M5S 1B2, Canada
| | - Kumaraswamy Nanthakumar
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON M5G 2M1, Canada; (Y.Z.); (P.C.); (J.T.); (T.S.); (S.M.); (P.T.); (F.B.); (P.F.H.L.); (H.A.-Q.)
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Shah AR, Khan MS, Lange M, Hirahara AM, Stoddard G, Ranjan R, Dosdall DJ. During Early VF in Rabbit Hearts, His Bundle Pacing is Less Effective Than Working Myocardial Pacing in Modulating Left Ventricular Activation Rates. Cardiovasc Eng Technol 2022; 13:452-465. [PMID: 34816378 PMCID: PMC9124730 DOI: 10.1007/s13239-021-00593-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 11/03/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE The potential of pacing and capturing the His-Purkinje system (HPS) to synchronize VF wavefronts is not known even though the HPS is thought to be electrically linked during VF. In this study the effect of selective His Bundle (HB) pacing was compared with nearby working myocardial (WM) pacing on the left ventricular (LV) endocardial activation rates. METHODS Rabbit hearts (n = 9) were explanted and Langendorff perfused. Electrodes directly on the HB were identified and paced subsequently using an electrode array. The WM was paced through a silver wire inserted in the right ventricular septal wall. After VF was induced, the HB was paced at rates faster than the intrinsic HB activation rate (n = 18 episodes) and also at rates faster than the LV activation rate (n = 16). A basket array inserted in the LV was used to record electrograms before and during each pacing episode. Activation rates at five LV electrodes each from the earliest and latest activating sinus rhythm regions were analyzed before and during pacing. RESULTS Both HB and WM pacing reduced LV activation rates during pacing, but WM pacing was more effective (p < 0.005). WM pacing events were more effective (p < 0.05) in reducing LV activation rates than HB pacing in episodes which were faster than LV activation rates. CONCLUSION This study provides evidence that during early VF in rabbit hearts, the HPS cannot be driven to effectively modulate the LV activation rates.
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Affiliation(s)
- Ankur R Shah
- Department of Biomedical Engineering, The University of Utah, Salt Lake City, UT, 84112, USA
- Nora Eccles Harrison Cardiovascular Research and Training Institute, The University of Utah, Salt Lake City, UT, 84112, USA
| | - Muhammad S Khan
- Nora Eccles Harrison Cardiovascular Research and Training Institute, The University of Utah, Salt Lake City, UT, 84112, USA
| | - Matthias Lange
- Nora Eccles Harrison Cardiovascular Research and Training Institute, The University of Utah, Salt Lake City, UT, 84112, USA
| | - Annie M Hirahara
- Department of Biomedical Engineering, The University of Utah, Salt Lake City, UT, 84112, USA
- Nora Eccles Harrison Cardiovascular Research and Training Institute, The University of Utah, Salt Lake City, UT, 84112, USA
| | - Gregory Stoddard
- Division of Epidemiology, School of Medicine, The University of Utah, Salt Lake City, UT, 84112, USA
| | - Ravi Ranjan
- Department of Biomedical Engineering, The University of Utah, Salt Lake City, UT, 84112, USA
- Nora Eccles Harrison Cardiovascular Research and Training Institute, The University of Utah, Salt Lake City, UT, 84112, USA
- Division of Cardiovascular Medicine, Department of Internal Medicine, The University of Utah, Salt Lake City, UT, 84112, USA
| | - Derek J Dosdall
- Department of Biomedical Engineering, The University of Utah, Salt Lake City, UT, 84112, USA.
- Nora Eccles Harrison Cardiovascular Research and Training Institute, The University of Utah, Salt Lake City, UT, 84112, USA.
- Division of Cardiovascular Medicine, Department of Internal Medicine, The University of Utah, Salt Lake City, UT, 84112, USA.
- Division of Cardiothoracic Surgery, Department of Surgery, School of Medicine, The University of Utah, Salt Lake City, UT, 84112, USA.
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Anderson RD, Massé S, Asta J, Lai PFH, Chakraborty P, Azam MA, Downar E, Nanthakumar K. Role of Purkinje-Muscle Junction in Early Ventricular Fibrillation in a Porcine Model: Beyond the Trigger Concept. Pacing Clin Electrophysiol 2022; 45:742-751. [PMID: 35067947 DOI: 10.1111/pace.14453] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 01/01/2022] [Accepted: 01/14/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND The role of the Purkinje network in triggering ventricular fibrillation (VF) has been studied, however, its involvement after onset and in early maintenance of VF is controversial. AIM We studied the role of the Purkinje-muscle junctions (PMJ) on epicardial-endocardial activation gradients during early VF. METHODS In a healthy, porcine, beating-heart Langendorff model [control, n = 5; ablation, n = 5], simultaneous epicardial-endocardial dominant frequent mapping was used (224 unipolar electrograms) to calculate activation rate gradients during the onset and early phase of VF. Selective Purkinje ablation was performed using Lugol's solution, followed by VF re-induction and mapping and finally, histological evaluation. RESULTS Epicardial activation rates were faster than endocardial rates for both onset and early VF. After PMJ ablation, activation rates decreased epicardially and endocardially for both onset and early VF [Epi: 9.7±0.2 to 8.3±0.2 Hz (P<0.0001) and 10.9±0.4 to 8.8±0.3 Hz (P<0.0001), respectively; Endo: 8.2 ± 0.3 Hz to 7.4 ± 0.2 Hz (P<0.0001) and 7.0 ± 0.4 Hz to 6.6 ± 0.3 Hz (P = 0.0002), respectively]. In controls, epicardial-endocardial activation rate gradients during onset and early VF were 1.7±0.3 Hz and 4.5±0.4 Hz (P<0.001), respectively. After endocardial ablation of PMJs, these gradients were reduced to 0.9±0.3 Hz (onset VF, P<0.001) and to 2.2±0.3 Hz (early VF, P<0.001). Endocardial-epicardial Purkinje fibre arborization and selective Purkinje fibre extinction after only endocardial ablation (not with epicardial ablation) was confirmed on histological analysis. CONCLUSIONS Beyond the trigger paradigm, PMJs determine activation rate gradients during onset and during early maintenance of VF. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Robert D Anderson
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - Stéphane Massé
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - John Asta
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - Patrick F H Lai
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - Praloy Chakraborty
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - Mohammed Ali Azam
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - Eugene Downar
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
| | - Kumaraswamy Nanthakumar
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto General Hospital, Toronto, Canada
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5
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Maury P, Duchateau J, Rollin A, Hocini M, Voglimacci-Stephanopoli Q, Monteil B, Sacher F, Jaïs P, Bernus O, Mondoly P, Delmas C, Haïssaguerre M, Dubois R. Long-Lasting Ventricular Fibrillation in Humans ECG Characteristics and Effect of Radiofrequency Ablation. Circ Arrhythm Electrophysiol 2020; 13:e008639. [PMID: 32911973 DOI: 10.1161/circep.120.008639] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Studies of ventricular fibrillation (VF) in humans are limited because of the short available duration. We sought to study surface ECG waveforms and effect of ablation in long-lasting VF in patients with left assist devices. METHODS Continuous 12-lead ECG of 5 episodes of long-lasting VF occurring in 3 patients with left ventricular assist device were analyzed. Spectral analysis (dominant frequency) and quantification of waveform amplitude, regularity (Unbiased Regularity Index), and complexity (Nondipolar Index) were performed over a median of 24 minutes of VF. Radiofrequency ablation was performed during VF in 2 patients. RESULTS There was a significant increase in dominant frequency between VF onset and termination but none of the other parameters significantly changed. Some VF parameters varied from patient to patient and from lead to lead. Dominant frequency decreased after radiofrequency ablation in both cases and VF terminated spontaneously shortly after ablation in one case. The previously incessant VFs in these 2 patients did not recur afterward. CONCLUSIONS VF rate increases over time in patients with left ventricular assist devices and is lowered by ablation. Long-lasting VF may be modified or even terminated by ablation.
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Affiliation(s)
- Philippe Maury
- Department of Cardiology, University Hospital Rangueil, Toulouse, France (P.M., A.R., Q.V.-S., B.M., P.M., C.D.).,Unité Inserm U 1048, Toulouse, France (P.M.)
| | - Josselin Duchateau
- Bordeaux University Hospital, France (J.D., M. Hocini, F.S., P.J., M. Haïssaguerre).,LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
| | - Anne Rollin
- Department of Cardiology, University Hospital Rangueil, Toulouse, France (P.M., A.R., Q.V.-S., B.M., P.M., C.D.)
| | - Meleze Hocini
- Bordeaux University Hospital, France (J.D., M. Hocini, F.S., P.J., M. Haïssaguerre).,LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
| | | | - Benjamin Monteil
- Department of Cardiology, University Hospital Rangueil, Toulouse, France (P.M., A.R., Q.V.-S., B.M., P.M., C.D.)
| | - Frederic Sacher
- Bordeaux University Hospital, France (J.D., M. Hocini, F.S., P.J., M. Haïssaguerre).,LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
| | - Pierre Jaïs
- Bordeaux University Hospital, France (J.D., M. Hocini, F.S., P.J., M. Haïssaguerre).,LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
| | - Olivier Bernus
- LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
| | - Pierre Mondoly
- Department of Cardiology, University Hospital Rangueil, Toulouse, France (P.M., A.R., Q.V.-S., B.M., P.M., C.D.)
| | - Clément Delmas
- Department of Cardiology, University Hospital Rangueil, Toulouse, France (P.M., A.R., Q.V.-S., B.M., P.M., C.D.)
| | - Michel Haïssaguerre
- Bordeaux University Hospital, France (J.D., M. Hocini, F.S., P.J., M. Haïssaguerre).,LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
| | - Rémi Dubois
- LIRYC Institute/INSERM 1045, Bordeaux University, France (J.D., M. Hocini, F.S., P.J., O.B., M. Haïssaguerre, R.D.)
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Mohindra R, Lin S. The drugs don’t matter: Cardiovascular drugs have minimal effects on amplitude spectral area during ventricular fibrillation. Resuscitation 2020; 151:205-207. [DOI: 10.1016/j.resuscitation.2020.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 04/03/2020] [Indexed: 10/24/2022]
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Panitchob N, Li L, Huang J, Ranjan R, Ideker RE, Dosdall DJ. Endocardial Activation Drives Activation Patterns During Long-Duration Ventricular Fibrillation and Defibrillation. Circ Arrhythm Electrophysiol 2017; 10:CIRCEP.117.005562. [PMID: 29247031 DOI: 10.1161/circep.117.005562] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 10/26/2017] [Indexed: 11/16/2022]
Abstract
BACKGROUND Understanding the mechanisms that drive ventricular fibrillation is essential for developing improved defibrillation techniques to terminate ventricular fibrillation (VF). Distinct organization patterns of chaotic, regular, and synchronized activity were previously demonstrated in VF that persisted over 1 to 2 minutes (long-duration VF [LDVF]). We hypothesized that activity on the endocardium may be driving these activation patterns in LDVF and that unsuccessful defibrillation shocks may alter activation patterns. METHODS AND RESULTS The study was performed using a 64-electrode basket catheter on the left ventricle endocardium and 54 6-electrode plunge needles inserted into the left ventricles of 6 dogs. VF was induced electrically, and after short-duration VF (10 seconds) and LDVF (7 minutes), shocks of increasing strengths were delivered every 10 seconds until VF was terminated. Endocardial activation patterns were classified as chaotic (varying cycle lengths and nonsynchronous activations), regular (highly repeatable cycle lengths), and synchronized (activation that spreads rapidly over the endocardium with diastolic periods between activations). CONCLUSIONS The results showed that the chaotic pattern was predominant in early VF, but the regular pattern emerges as VF progressed. The synchronized pattern only emerged occasionally during late VF. Failed defibrillation shocks changed chaotic and regular activation patterns to synchronized patterns in LDVF but not in short-duration VF. The regular and synchronized patterns of activation were driven by rapid activations on the endocardial surface that blocked and broke up transmurally, leading to an endocardial to epicardial activation rate gradient as LDVF progressed.
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Affiliation(s)
- Nuttanont Panitchob
- From the Nora Eccles Harrison Cardiovascular Research and Training Institute (N.P., R.R., D.J.D.), Division of Cardiothoracic Surgery, Department of Surgery (D.J.D.), and Division of Cardiovascular Medicine, Department of Medicine (L.L., R.R., D.J.D.), University of Utah, Salt Lake City; and Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham (J.H., R.E.I.)
| | - Li Li
- From the Nora Eccles Harrison Cardiovascular Research and Training Institute (N.P., R.R., D.J.D.), Division of Cardiothoracic Surgery, Department of Surgery (D.J.D.), and Division of Cardiovascular Medicine, Department of Medicine (L.L., R.R., D.J.D.), University of Utah, Salt Lake City; and Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham (J.H., R.E.I.)
| | - Jian Huang
- From the Nora Eccles Harrison Cardiovascular Research and Training Institute (N.P., R.R., D.J.D.), Division of Cardiothoracic Surgery, Department of Surgery (D.J.D.), and Division of Cardiovascular Medicine, Department of Medicine (L.L., R.R., D.J.D.), University of Utah, Salt Lake City; and Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham (J.H., R.E.I.)
| | - Ravi Ranjan
- From the Nora Eccles Harrison Cardiovascular Research and Training Institute (N.P., R.R., D.J.D.), Division of Cardiothoracic Surgery, Department of Surgery (D.J.D.), and Division of Cardiovascular Medicine, Department of Medicine (L.L., R.R., D.J.D.), University of Utah, Salt Lake City; and Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham (J.H., R.E.I.)
| | - Raymond E Ideker
- From the Nora Eccles Harrison Cardiovascular Research and Training Institute (N.P., R.R., D.J.D.), Division of Cardiothoracic Surgery, Department of Surgery (D.J.D.), and Division of Cardiovascular Medicine, Department of Medicine (L.L., R.R., D.J.D.), University of Utah, Salt Lake City; and Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham (J.H., R.E.I.)
| | - Derek J Dosdall
- From the Nora Eccles Harrison Cardiovascular Research and Training Institute (N.P., R.R., D.J.D.), Division of Cardiothoracic Surgery, Department of Surgery (D.J.D.), and Division of Cardiovascular Medicine, Department of Medicine (L.L., R.R., D.J.D.), University of Utah, Salt Lake City; and Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham (J.H., R.E.I.).
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8
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Azam MA, Wagg CS, Massé S, Farid T, Lai PFH, Kusha M, Asta J, Jaimes R, Kuzmiak-Glancy S, Kay MW, Lopaschuk GD, Nanthakumar K. Feeding the fibrillating heart: Dichloroacetate improves cardiac contractile dysfunction following VF. Am J Physiol Heart Circ Physiol 2015; 309:H1543-53. [PMID: 26342067 DOI: 10.1152/ajpheart.00404.2015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 08/27/2015] [Indexed: 11/22/2022]
Abstract
Ventricular fibrillation (VF) is an important cause of sudden cardiac arrest following myocardial infarction. Following resuscitation from VF, decreased cardiac contractile function is a common problem. During and following myocardial ischemia, decreased glucose oxidation, increased anaerobic glycolysis for cardiac energy production are harmful and energetically expensive. The objective of the present study is to determine the effects of dichloroacetate (DCA), a glucose oxidation stimulator, on cardiac contractile dysfunction following ischemia-induced VF. Male Sprague-Dawley rat hearts were Langendorff perfused in Tyrode's buffer. Once stabilized, hearts were subjected to 15 min of global ischemia and 5 min of aerobic reperfusion in the presence or absence of DCA. At the 6th min of reperfusion, VF was induced electrically, and terminated. Left ventricular (LV) pressure was measured using a balloon. Pretreatment with DCA significantly improved post-VF left ventricular developed pressure (LVDP) and dp/dtmax. In DCA-pretreated hearts, post-VF lactate production and pyruvate dehydrogenase (PDH) phosphorylation were significantly reduced, indicative of stimulated glucose oxidation, and inhibited anaerobic glycolysis by activation of PDH. Epicardial NADH fluorescence was increased during global ischemia above preischemic levels, but decreased below preischemia levels following VF, with no differences between nontreated controls and DCA-pretreated hearts, whereas DCA pretreatment increased NADH production in nonischemic hearts. With exogenous fatty acids (FA) added to the perfusion solution, DCA pretreatment also resulted in improvements in post-VF LVDP and dp/dtmax, indicating that the presence of exogenous FA did not affect the beneficial actions of DCA. In conclusion, enhancement of PDH activation by DCA mitigates cardiac contractile dysfunction following ischemia-induced VF.
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Affiliation(s)
- Mohammed Ali Azam
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada
| | - Cory S Wagg
- The Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada; and
| | - Stéphane Massé
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada
| | - Talha Farid
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada
| | - Patrick F H Lai
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada
| | - Marjan Kusha
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada
| | - John Asta
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada
| | - Rafael Jaimes
- The George Washington University, Washington, District of Columbia
| | | | - Matthew W Kay
- The George Washington University, Washington, District of Columbia
| | - Gary D Lopaschuk
- The Mazankowski Alberta Heart Institute, Edmonton, Alberta, Canada; and
| | - Kumaraswamy Nanthakumar
- The Hull Family Cardiac Fibrillation Management Laboratory, University Health Network, Toronto, Ontario, Canada;
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9
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Zheng Y, Wei D, Zhu X, Chen W, Fukuda K, Shimokawa H. Ventricular fibrillation mechanisms and cardiac restitutions: An investigation by simulation study on whole-heart model. Comput Biol Med 2015; 63:261-8. [DOI: 10.1016/j.compbiomed.2014.06.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Revised: 05/14/2014] [Accepted: 06/23/2014] [Indexed: 11/27/2022]
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10
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Kazbanov IV, Clayton RH, Nash MP, Bradley CP, Paterson DJ, Hayward MP, Taggart P, Panfilov AV. Effect of global cardiac ischemia on human ventricular fibrillation: insights from a multi-scale mechanistic model of the human heart. PLoS Comput Biol 2014; 10:e1003891. [PMID: 25375999 PMCID: PMC4222598 DOI: 10.1371/journal.pcbi.1003891] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Accepted: 09/03/2014] [Indexed: 11/18/2022] Open
Abstract
Acute regional ischemia in the heart can lead to cardiac arrhythmias such as ventricular fibrillation (VF), which in turn compromise cardiac output and result in secondary global cardiac ischemia. The secondary ischemia may influence the underlying arrhythmia mechanism. A recent clinical study documents the effect of global cardiac ischaemia on the mechanisms of VF. During 150 seconds of global ischemia the dominant frequency of activation decreased, while after reperfusion it increased rapidly. At the same time the complexity of epicardial excitation, measured as the number of epicardical phase singularity points, remained approximately constant during ischemia. Here we perform numerical studies based on these clinical data and propose explanations for the observed dynamics of the period and complexity of activation patterns. In particular, we study the effects on ischemia in pseudo-1D and 2D cardiac tissue models as well as in an anatomically accurate model of human heart ventricles. We demonstrate that the fall of dominant frequency in VF during secondary ischemia can be explained by an increase in extracellular potassium, while the increase during reperfusion is consistent with washout of potassium and continued activation of the ATP-dependent potassium channels. We also suggest that memory effects are responsible for the observed complexity dynamics. In addition, we present unpublished clinical results of individual patient recordings and propose a way of estimating extracellular potassium and activation of ATP-dependent potassium channels from these measurements.
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Affiliation(s)
- Ivan V Kazbanov
- Department of Physics and Astronomy, Ghent University, Ghent, Belgium
| | - Richard H Clayton
- INSIGNEO Institute for In-Silico Medicine, University of Sheffield, Sheffield, United Kingdom; Department of Computer Science, University of Sheffield, Sheffield, United Kingdom
| | - Martyn P Nash
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand; Department of Engineering Science, University of Auckland, Auckland, New Zealand
| | - Chris P Bradley
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - David J Paterson
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom
| | - Martin P Hayward
- Departments of Cardiology and Cardiothoracic Surgery, University College Hospital, London, United Kingdom
| | - Peter Taggart
- Departments of Cardiology and Cardiothoracic Surgery, University College Hospital, London, United Kingdom
| | - Alexander V Panfilov
- Department of Physics and Astronomy, Ghent University, Ghent, Belgium; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Moscow Region, Russia
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Boyle PM, Massé S, Nanthakumar K, Vigmond EJ. Transmural IK(ATP) heterogeneity as a determinant of activation rate gradient during early ventricular fibrillation: mechanistic insights from rabbit ventricular models. Heart Rhythm 2013; 10:1710-7. [PMID: 23948344 DOI: 10.1016/j.hrthm.2013.08.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND Activation rate (AR) gradients develop during ventricular fibrillation (VF), with the highest AR on the surface near Purkinje system (PS) terminals (endocardium in humans and rabbits and epicardium in pigs). The application of glibenclamide to block adenosine triphosphate (ATP)-sensitive potassium current (IK(ATP)) before VF induction eliminates transmural AR gradients and prevents the induction of sustained arrhythmia. It remains unclear whether the PS, which is resistant to ischemia, is also a factor in AR heterogeneity. OBJECTIVE To dissect IK(ATP) and PS contributions to AR gradients during VF by using detailed computer simulations. METHODS We constructed rabbit ventricular models with either subendocardial or subepicardial PS terminals. Physiologically relevant IK(ATP) gradients were implemented, and early VF was induced and observed. RESULTS Prominent AR gradients were observed only in models with large IK(ATP) gradients. The critical underlying factor of AR gradient maintenance was refractoriness in low-IK(ATP) regions, which blocked the propagation of action potentials from high-IK(ATP) regions. The PS played no role in transmural AR gradient maintenance, but did cause local spatial heterogeneity of AR on the surface adjacent to terminals. Simulated glibenclamide application during VF led to spontaneous arrhythmia termination within a few seconds in most cases, which builds on previous experimental findings of anti-VF properties of glibenclamide pretreatment. CONCLUSION Differential IK(ATP) across the ventricular wall is an important factor underlying AR gradients during VF; thus, higher epicardial AR in pigs is most likely due to an abundance of epicardial IK(ATP). For terminating early VF, our results suggest that IK(ATP) modulation is a stronger target than Purkinje ablation.
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Affiliation(s)
- Patrick M Boyle
- University of Calgary, Calgary, Alberta, Canada; Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland.
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Smith RM, Velamakanni SS, Tolkacheva EG. Interventricular heterogeneity as a substrate for arrhythmogenesis of decoupled mitochondria during ischemia in the whole heart. Am J Physiol Heart Circ Physiol 2012; 303:H224-33. [DOI: 10.1152/ajpheart.00017.2012] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Myocardial ischemia results in metabolic changes, which collapse the mitochondrial network, that increase the vulnerability of the heart to ventricular fibrillation (VF). It has been demonstrated at the single cell level that uncoupling the mitochondria using carbonyl cyanide p-(tri-fluoromethoxy)phenyl-hydrazone (FCCP) at low concentrations can be cardioprotective. The aim of our study was to investigate the effect of FCCP on arrhythmogenesis during ischemia in the whole rabbit heart. We performed optical mapping of isolated rabbit hearts ( n = 33) during control and 20 min of global ischemia and reperfusion, both with and without pretreatment with the mitochondrial uncoupler FCCP at 100, 50, or 30 nM. No hearts went into VF during ischemia under the control condition, with or without the electromechanical uncoupler blebbistatin. We found that pretreatment with 100 ( n = 4) and 50 ( n = 6) nM FCCP, with or without blebbistatin, leads to VF during ischemia in all hearts, whereas pretreatment with 30 nM of FCCP led to three out of eight hearts going into VF during ischemia. We demonstrated that 30 nM of FCCP significantly increased interventricular (but not intraventricular) action potential duration and conduction velocity heterogeneity in the heart during ischemia, thus providing the substrate for VF. We showed that wavebreaks during VF occurred between the right and left ventricular junction. We also demonstrated that no VF occurred in the heart pretreated with 10 μM glibenclamide, which is known to abolish interventricular heterogeneity. Our results indicate that low concentrations of FCCP, although cardioprotective at the single cell level, are arrhythmogenic at the whole heart level. This is due to the fact that FCCP induces different electrophysiological changes to the right and left ventricle, thus increasing interventricular heterogeneity and providing the substrate for VF.
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Affiliation(s)
- Rebecca M. Smith
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota
| | | | - Elena G. Tolkacheva
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota
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Taylor TG, Venable PW, Shibayama J, Warren M, Zaitsev AV. Role of KATP channel in electrical depression and asystole during long-duration ventricular fibrillation in ex vivo canine heart. Am J Physiol Heart Circ Physiol 2012; 302:H2396-409. [PMID: 22467302 PMCID: PMC3378304 DOI: 10.1152/ajpheart.00752.2011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2011] [Accepted: 03/22/2012] [Indexed: 11/22/2022]
Abstract
Long-duration ventricular fibrillation (LDVF) in the globally ischemic heart is characterized by transmurally heterogeneous decline in ventricular fibrillation rate (VFR), emergence of inexcitable regions, and eventual global asystole. Rapid loss of both local and global excitability is detrimental to successful defibrillation and resuscitation during cardiac arrest. We sought to assess the role of the ATP-sensitive potassium current (I(KATP)) in the timing and spatial pattern of electrical depression during LDVF in a structurally normal canine heart. We analyzed endo-, mid-, and epicardial unipolar electrograms and epicardial optical recordings in the left ventricle of isolated canine hearts during 10 min of LDVF in the absence (control) and presence of an I(KATP) blocker glybenclamide (60 μM). In all myocardial layers, average VFR was the same or higher in glybenclamide-treated than in control hearts. The difference increased with time of LDVF and was overall significant in all layers (P < 0.05). However, glybenclamide did not significantly affect the transmural VFR gradient. In epicardial optical recordings, glybenclamide shortened diastolic intervals, prolonged action potential duration, and decreased the percentage of inexcitable area (all differences P < 0.001). During 10 min of LDVF, asystole occurred in 55.6% of control and none of glybenclamide-treated hearts (P < 0.05). In three hearts paced after the onset of asystole, there was no response to LV epicardial or atrial pacing. In structurally normal canine hearts, I(KATP) opening during LDVF is a major factor in the onset of local and global inexcitability, whereas it has a limited role in overall deceleration of VFR and the transmural VFR gradient.
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Affiliation(s)
- Tyson G Taylor
- Nora Eccles Harrison Cardiovascular Research and Training Institute, University of Utah, Salt Lake City, 84112-5000, USA
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Nair K, Farid T, Masse S, Umapathy K, Watkins S, Poku K, Asta J, Kusha M, Sevaptsidis E, Jacob J, Floras JS, Nanthakumar K. Studying semblances of a true killer: experimental model of human ventricular fibrillation. Am J Physiol Heart Circ Physiol 2012; 302:H1533-7. [PMID: 22268105 DOI: 10.1152/ajpheart.00471.2011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
It is unknown whether ventricular fibrillation (VF) studied in experimental models represents in vivo human VF. First, we examined closed chest in vivo VF induced at defibrillation threshold testing (DFT) in four patients with ischemic cardiomyopathy pretransplantation. We examined VF in these same four hearts in an ex vivo human Langendorff posttransplantation. VF from DFT was compared with VF from the electrodes from a similar region in the right ventricular endocardium in the Langendorff using two parameters: the scale distribution width (extracted from continuous wavelet transform) and VF mean cycle length (CL). In a second substudy group where multielectrode phase mapping could be performed, we examined early VF intraoperatively (in vivo open chest condition) in three patients with left ventricular cardiomyopathy. We investigated early VF in the hearts of three patients in an ex vivo Langendorff and compared findings with intraoperative VF using two metrics: dominant frequency (DF) assessed by the Welch periodogram and the number of phase singularities (lasting >480 ms). Wavelet analysis (P = 0.9) and VF CL were similar between the Langendorff and the DFT groups (225 ± 13, 218 ± 24 ms; P = 0.9), indicating that wave characteristics and activation rate of VF was comparable between the two models. Intraoperative DF was slower but comparable with the Langendorff DF over the endocardium (4.6 ± 0.1, 5.0 ± 0.4 Hz; P = 0.9) and the epicardium (4.5 ± 0.2, 5.2 ± 0.4 Hz; P = 0.9). Endocardial phase singularity number (9.6 ± 5, 12.1 ± 1; P = 0.6) was lesser in number but comparable between in vivo and ex vivo VF. VF dynamics in the limited experimental human studies approximates human in vivo VF.
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Affiliation(s)
- K Nair
- Division of Cardiology, University Health Network, Toronto General Hospital, University of Toronto, Ontario, Canada
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Farid TA, Nair K, Massé S, Azam MA, Maguy A, Lai PFH, Umapathy K, Dorian P, Chauhan V, Varró A, Al-Hesayen A, Waxman M, Nattel S, Nanthakumar K. Role of KATP channels in the maintenance of ventricular fibrillation in cardiomyopathic human hearts. Circ Res 2011; 109:1309-18. [PMID: 21980123 DOI: 10.1161/circresaha.110.232918] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
RATIONALE Ventricular fibrillation (VF) leads to global ischemia. The modulation of ischemia-dependent pathways may alter the electrophysiological evolution of VF. OBJECTIVE We addressed the hypotheses that there is regional disease-related expression of K(ATP) channels in human cardiomyopathic hearts and that K(ATP) channel blockade promotes spontaneous VF termination by attenuating spatiotemporal dispersion of refractoriness. METHODS AND RESULTS In a human Langendorff model, electric mapping of 6 control and 9 treatment (10 μmol/L glibenclamide) isolated cardiomyopathic hearts was performed. Spontaneous defibrillation was studied and mean VF cycle length was compared regionally at VF onset and after 180 seconds between control and treatment groups. K(ATP) subunit gene expression was compared between LV endocardium versus epicardium in myopathic hearts. Spontaneous VF termination occurred in 1 of 6 control hearts and 7 of 8 glibenclamide-treated hearts (P=0.026). After 180 seconds of ischemia, a transmural dispersion in VF cycle length was observed between epicardium and endocardium (P=0.001), which was attenuated by glibenclamide. There was greater gene expression of all K(ATP) subunit on the endocardium compared with the epicardium (P<0.02). In an ischemic rat heart model, transmural dispersion of refractoriness (ΔERP(Transmural)=ERP(Epicardium)-ERP(Endocardium)) was verified with pacing protocols. ΔERP(Transmural) in control was 5 ± 2 ms and increased to 36 ± 5 ms with ischemia. This effect was greatly attenuated by glibenclamide (ΔERP(Transmural) for glibenclamide+ischemia=4.9 ± 4 ms, P=0.019 versus control ischemia). CONCLUSIONS K(ATP) channel subunit gene expression is heterogeneously altered in the cardiomyopathic human heart. Blockade of K(ATP) channels promotes spontaneous defibrillation in cardiomyopathic human hearts by attenuating the ischemia-dependent spatiotemporal heterogeneity of refractoriness during early VF.
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Bradley CP, Clayton RH, Nash MP, Mourad A, Hayward M, Paterson DJ, Taggart P. Human ventricular fibrillation during global ischemia and reperfusion: paradoxical changes in activation rate and wavefront complexity. Circ Arrhythm Electrophysiol 2011; 4:684-91. [PMID: 21841193 DOI: 10.1161/circep.110.961284] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Ischemic ventricular fibrillation in experimental models has been shown to progress through a series of stages. Progression of ischemic VF in the in vivo human heart has not been determined. METHODS AND RESULTS We studied 10 patients undergoing cardiac surgery. Ventricular fibrillation was induced by burst pacing. After 30 seconds, global myocardial ischemia was induced by aortic cross-clamp and maintained for 2.5 minutes, followed by coronary reflow. Epicardial activity was sampled (1 kHz) with a sock that contained 256 unipolar contact electrodes. Dominant frequencies were calculated with a fast Fourier transform with a moving window. The locations of phase singularities and activation wavefronts were identified at 10-ms intervals. Preischemic (perfused) ventricular fibrillation was maintained by a disorganized mix of large and small wavefronts. During global myocardial ischemia, mean dominant frequencies decreased from 6.4 to 4.7 Hz at a rate of -0.011±0.002 Hz s(-1) (P<0.001) and then increased rapidly to 7.4 Hz within 30 seconds of reflow. In contrast, the average number of epicardial phase singularities increased during ischemia from 7.7 to 9.7 at a rate of 0.013±0.005 phase singularities per second (P<0.01) and remained unchanged during reflow, at 10.3. The number of wavefronts showed a similar time course to the number of phase singularities. CONCLUSIONS In human ventricular fibrillation, we found an increase in complexity of electric activation patterns during global myocardial ischemia, and this was not reversed during reflow despite an increase in activation rate.
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Affiliation(s)
- Chris P Bradley
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom
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Clayton RH, Nash MP, Bradley CP, Panfilov AV, Paterson DJ, Taggart P. Experiment-model interaction for analysis of epicardial activation during human ventricular fibrillation with global myocardial ischaemia. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2011; 107:101-11. [PMID: 21741985 DOI: 10.1016/j.pbiomolbio.2011.06.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Accepted: 06/22/2011] [Indexed: 11/25/2022]
Abstract
We describe a combined experiment-modelling framework to investigate the effects of ischaemia on the organisation of ventricular fibrillation in the human heart. In a series of experimental studies epicardial activity was recorded from 10 patients undergoing routine cardiac surgery. Ventricular fibrillation was induced by burst pacing, and recording continued during 2.5 min of global cardiac ischaemia followed by 30 s of coronary reflow. Modelling used a 2D description of human ventricular tissue. Global cardiac ischaemia was simulated by (i) decreased intracellular ATP concentration and subsequent activation of an ATP sensitive K⁺ current, (ii) elevated extracellular K⁺ concentration, and (iii) acidosis resulting in reduced magnitude of the L-type Ca²⁺ current I(Ca,L). Simulated ischaemia acted to shorten action potential duration, reduce conduction velocity, increase effective refractory period, and flatten restitution. In the model, these effects resulted in slower re-entrant activity that was qualitatively consistent with our observations in the human heart. However, the flattening of restitution also resulted in the collapse of many re-entrant waves to several stable re-entrant waves, which was different to the overall trend we observed in the experimental data. These findings highlight a potential role for other factors, such as structural or functional heterogeneity in sustaining wavebreak during human ventricular fibrillation with global myocardial ischaemia.
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Affiliation(s)
- R H Clayton
- Department of Computer Science, University of Sheffield, Regent Court, 211 Portobello S14DP, UK.
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Temporal and spectral analysis of ventricular fibrillation in humans. J Interv Card Electrophysiol 2011; 30:199-209. [DOI: 10.1007/s10840-010-9541-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2010] [Accepted: 12/22/2010] [Indexed: 10/18/2022]
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