Electrocardiographic Imaging for Atrial Fibrillation: A Perspective From Computer Models and Animal Experiments to Clinical Value.

AF characterization atrial fibrillation cardiac arrhythmias catheter ablation electrocardiographic imaging inverse solution treatment guidance

Journal

Frontiers in physiology
ISSN: 1664-042X
Titre abrégé: Front Physiol
Pays: Switzerland
ID NLM: 101549006

Informations de publication

Date de publication:
2021
Historique:
received: 13 01 2021
accepted: 22 03 2021
entrez: 17 5 2021
pubmed: 18 5 2021
medline: 18 5 2021
Statut: epublish

Résumé

Electrocardiographic imaging (ECGI) is a technique to reconstruct non-invasively the electrical activity on the heart surface from body-surface potential recordings and geometric information of the torso and the heart. ECGI has shown scientific and clinical value when used to characterize and treat both atrial and ventricular arrhythmias. Regarding atrial fibrillation (AF), the characterization of the electrical propagation and the underlying substrate favoring AF is inherently more challenging than for ventricular arrhythmias, due to the progressive and heterogeneous nature of the disease and its manifestation, the small volume and wall thickness of the atria, and the relatively large role of microstructural abnormalities in AF. At the same time, ECGI has the advantage over other mapping technologies of allowing a global characterization of atrial electrical activity at every atrial beat and non-invasively. However, since ECGI is time-consuming and costly and the use of electrical mapping to guide AF ablation is still not fully established, the clinical value of ECGI for AF is still under assessment. Nonetheless, AF is known to be the manifestation of a complex interaction between electrical and structural abnormalities and therefore, true electro-anatomical-structural imaging may elucidate important key factors of AF development, progression, and treatment. Therefore, it is paramount to identify which clinical questions could be successfully addressed by ECGI when it comes to AF characterization and treatment, and which questions may be beyond its technical limitations. In this manuscript we review the questions that researchers have tried to address on the use of ECGI for AF characterization and treatment guidance (for example, localization of AF triggers and sustaining mechanisms), and we discuss the technological requirements and validation. We address experimental and clinical results, limitations, and future challenges for fruitful application of ECGI for AF understanding and management. We pay attention to existing techniques and clinical application, to computer models and (animal or human) experiments, to challenges of methodological and clinical validation. The overall objective of the study is to provide a consensus on valuable directions that ECGI research may take to provide future improvements in AF characterization and treatment guidance.

Identifiants

pubmed: 33995122
doi: 10.3389/fphys.2021.653013
pmc: PMC8120164
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

653013

Subventions

Organisme : British Heart Foundation
ID : PG/18/33/33780
Pays : United Kingdom
Organisme : NHLBI NIH HHS
ID : R01 HL118304
Pays : United States
Organisme : NHLBI NIH HHS
ID : R21 HL153694
Pays : United States

Informations de copyright

Copyright © 2021 Salinet, Molero, Schlindwein, Karel, Rodrigo, Rojo-Álvarez, Berenfeld, Climent, Zenger, Vanheusden, Paredes, MacLeod, Atienza, Guillem, Cluitmans and Bonizzi.

Déclaration de conflit d'intérêts

MC is part-time employed by Philips Research (Eindhoven, Netherlands). AC, MG, and FA have equity of Corify Care (Madrid, Spain). AC is part-time employed by Corify Care (Madrid, Spain). FA served on the advisory board of Medtronic and Microport. OB was co-founder and Scientific Officer of Rhythm Solutions, Inc., consultant to Acutus Medical and is a co-founder of Cor-Dx LLC. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Références

J Cardiovasc Electrophysiol. 2001 Feb;12(2):241-52
pubmed: 11232625
J Am Coll Cardiol. 2008 Oct 7;52(15):1263-71
pubmed: 18926331
Circ Arrhythm Electrophysiol. 2020 Mar;13(3):e007700
pubmed: 32078374
Europace. 2017 Feb 1;19(2):308-318
pubmed: 28175261
J Cardiovasc Electrophysiol. 2015 May;26(5):473-80
pubmed: 25727106
JACC Clin Electrophysiol. 2016 Apr;2(2):129-139
pubmed: 29766861
J Cardiovasc Electrophysiol. 2018 May;29(5):687-695
pubmed: 29377478
J Cardiovasc Electrophysiol. 2013 Jun;24(6):711-7
pubmed: 23373588
Circ Arrhythm Electrophysiol. 2017 Sep;10(9):
pubmed: 28887361
Adv Cardiol. 1978;21:19-22
pubmed: 619538
Comput Cardiol (2010). 2018 Sep;45:
pubmed: 31632991
Annu Rev Physiol. 2021 Feb 10;83:83-106
pubmed: 33064962
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:4047-4050
pubmed: 28269171
Comput Biol Med. 2015 Oct 1;65:192-9
pubmed: 26149374
Med Biol Eng Comput. 2020 Sep;58(9):1933-1945
pubmed: 32535735
Phys Med Biol. 1996 Nov;41(11):2251-69
pubmed: 8938025
J Am Coll Cardiol. 2014 Dec 16;64(23):2455-67
pubmed: 25500229
Europace. 2005 Sep;7 Suppl 2:30-8
pubmed: 16102501
J Atr Fibrillation. 2020 Aug 31;13(2):2304
pubmed: 34950292
Heart Rhythm. 2017 Aug;14(8):1224-1233
pubmed: 28408329
Circ Arrhythm Electrophysiol. 2012 Jun 1;5(3):514-20
pubmed: 22550126
IEEE Trans Biomed Eng. 2006 Feb;53(2):343-6
pubmed: 16485765
Europace. 2017 Aug 01;19(8):1302-1309
pubmed: 28204452
Heart Rhythm. 2019 Jun;16(6):e50-e51
pubmed: 30735790
JACC Clin Electrophysiol. 2018 Jan;4(1):17-29
pubmed: 29479568
Europace. 2015 Feb;17(2):318-25
pubmed: 25121730
Heart Rhythm. 2009 Jan;6(1):33-40
pubmed: 19121797
Ann Biomed Eng. 2009 May;37(5):902-12
pubmed: 19266284
Glob Cardiol Sci Pract. 2017 Mar 31;2017(1):e201707
pubmed: 28971106
Ann Noninvasive Electrocardiol. 2018 Jul;23(4):e12527
pubmed: 29271538
Med Biol Eng Comput. 2012 Sep;50(9):891-902
pubmed: 22843426
Nature. 1998 Mar 5;392(6671):75-8
pubmed: 9510249
Med Biol Eng Comput. 2013 Dec;51(12):1381-91
pubmed: 23564223
J Cardiovasc Electrophysiol. 2019 Dec;30(12):2694-2703
pubmed: 31552697
Eur Heart J. 2015 Sep 14;36(35):2390-401
pubmed: 26059724
JACC Clin Electrophysiol. 2017 Aug;3(8):791-802
pubmed: 29759774
Circ Arrhythm Electrophysiol. 2018 May;11(5):e006108
pubmed: 29700057
Physiol Meas. 2020 Aug 19;41(7):075004
pubmed: 32470949
Europace. 2018 Jul 1;20(7):e96-e104
pubmed: 29016756
IEEE Trans Med Imaging. 2020 Jul;39(7):2351-2362
pubmed: 31995479
Circ Arrhythm Electrophysiol. 2010 Dec;3(6):606-15
pubmed: 20719881
IEEE Trans Med Imaging. 2018 Mar;37(3):733-740
pubmed: 28541896
Circ Arrhythm Electrophysiol. 2008 Apr;1(1):62-73
pubmed: 19808395
Circulation. 2004 Nov 16;110(20):3181-6
pubmed: 15533867
Health Res Policy Syst. 2017 Aug 14;15(1):70
pubmed: 28806989
Heart. 2014 Jul;100(14):1077-84
pubmed: 24837984
Heart Rhythm. 2019 Jun;16(6):e51-e52
pubmed: 30825661
Front Physiol. 2016 Oct 14;7:466
pubmed: 27790158
PLoS One. 2017 Jul 13;12(7):e0181263
pubmed: 28704537
J Am Coll Cardiol. 2013 Sep 3;62(10):889-97
pubmed: 23727090
Heart Rhythm. 2008 Jun;5(6):846-54
pubmed: 18534369
J Cardiovasc Electrophysiol. 2016 Apr;27(4):435-42
pubmed: 26776725
Innovations (Phila). 2020 Sep/Oct;15(5):410-415
pubmed: 32790514
N Engl J Med. 2020 Oct 1;383(14):1305-1316
pubmed: 32865375
Circ Arrhythm Electrophysiol. 2015 Jun;8(3):526-8
pubmed: 26082525
Circ Arrhythm Electrophysiol. 2020 Oct;13(10):e008824
pubmed: 32903033
J Am Coll Cardiol. 2010 Feb 23;55(8):725-31
pubmed: 20170808
Circulation. 2010 Oct 5;122(14):1364-72
pubmed: 20855661
IEEE Trans Biomed Eng. 2003 Oct;50(10):1152-9
pubmed: 14560768
Heart Rhythm. 2014 Sep;11(9):1584-91
pubmed: 24846374
Med Image Anal. 2021 Jan;67:101832
pubmed: 33166776
Circ Arrhythm Electrophysiol. 2017 Aug;10(8):
pubmed: 28790104
J Electrocardiol. 2015 Nov-Dec;48(6):966-74
pubmed: 26403066
Front Physiol. 2018 Jul 17;9:929
pubmed: 30065663
Comput Biol Med. 2019 Jan;104:299-309
pubmed: 30503301
IEEE Trans Biomed Eng. 2016 Dec;63(12):2576-2584
pubmed: 27164568
J Electrocardiol. 2019 Nov - Dec;57S:S21-S26
pubmed: 31474375
JACC Clin Electrophysiol. 2017 Mar;3(3):232-242
pubmed: 29759517
Circ Arrhythm Electrophysiol. 2010 Feb;3(1):32-8
pubmed: 19995881
J Electrocardiol. 2020 Sep - Oct;62:86-93
pubmed: 32835985
Heart Rhythm. 2019 Jan;16(1):26-30
pubmed: 30118885
Circulation. 2019 Mar 5;139(10):e56-e528
pubmed: 30700139
J Am Coll Cardiol. 2011 Jan 11;57(2):160-6
pubmed: 21211687
Cardiovasc Res. 2016 Apr 1;109(4):480-92
pubmed: 26786157
Cardiovasc Res. 2011 Mar 1;89(4):766-75
pubmed: 21097807
Prog Biophys Mol Biol. 2014 Aug;115(2-3):173-85
pubmed: 25086270
Heart Rhythm. 2007 Aug;4(8):1081-4
pubmed: 17675084
Technol Health Care. 2019;27(S1):287-300
pubmed: 31045547
Circ Res. 2013 Mar 1;112(5):863-74
pubmed: 23449548
Circ Res. 2017 Apr 28;120(9):1396-1398
pubmed: 28450363
Front Physiol. 2018 Sep 20;9:1305
pubmed: 30294281
Heart Rhythm. 2019 Mar;16(3):435-442
pubmed: 30385382
J Thorac Cardiovasc Surg. 2019 Jan;157(1):248-256
pubmed: 30482525
Circ Arrhythm Electrophysiol. 2014 Feb;7(1):23-30
pubmed: 24363354
Europace. 2006 Nov;8(11):911-26
pubmed: 17043067
IEEE Trans Biomed Eng. 2003 Jan;50(1):23-32
pubmed: 12617521
J Physiol. 2014 Aug 1;592(15):3167-70
pubmed: 25085969
Circulation. 2014 Aug 12;130(7):530-8
pubmed: 25028391
Med Biol Eng Comput. 1998 Nov;36(6):711-6
pubmed: 10367461
J Cardiovasc Electrophysiol. 2001 Feb;12(2):229-40
pubmed: 11232624
Proc Int Meshing Roundtable. 2013;2013:191-209
pubmed: 25309969
Comput Methods Programs Biomed. 2017 Apr;141:83-92
pubmed: 28241971
Curr Cardiol Rev. 2012 Nov;8(4):368-73
pubmed: 22920478
IEEE Trans Med Imaging. 2015 Jul;34(7):1460-1473
pubmed: 25667349
Sensors (Basel). 2020 Jun 01;20(11):
pubmed: 32492938
Circulation. 2009 Apr 7;119(13):1758-67
pubmed: 19307477
J Am Heart Assoc. 2018 Dec 4;7(23):e006313
pubmed: 30511895
APL Bioeng. 2018 Oct 16;2(4):046101
pubmed: 31069323
Clin Res Cardiol. 2018 May;107(5):444-446
pubmed: 29302740
N Engl J Med. 2017 Dec 14;377(24):2325-2336
pubmed: 29236642
Am J Cardiol. 1996 Jan 25;77(3):10A-23A
pubmed: 8607387
Circulation. 2010 Oct 26;122(17):1674-82
pubmed: 20937979
IEEE Trans Biomed Eng. 2007 Mar;54(3):542-6
pubmed: 17355069
Comput Biol Med. 2019 Jan;104:278-290
pubmed: 30415767
Europace. 2012 Jan;14(1):8-27
pubmed: 21791573
J Cardiovasc Electrophysiol. 2009 May;20(5):507-13
pubmed: 19017334
Ann Biomed Eng. 2003 Sep;31(8):981-94
pubmed: 12918913
Front Physiol. 2018 Jul 27;9:947
pubmed: 30100877
Comput Cardiol (2010). 2016 Sep;43:325-328
pubmed: 28451592
Nat Med. 2004 Apr;10(4):422-8
pubmed: 15034569
IEEE Trans Biomed Eng. 2016 Jun;63(6):1333-1340
pubmed: 27093312
Proc Natl Acad Sci U S A. 2006 Apr 18;103(16):6309-14
pubmed: 16606830
Biomed Eng Online. 2018 Jun 20;17(1):86
pubmed: 29925384
IEEE Trans Biomed Eng. 1997 Aug;44(8):706-19
pubmed: 9254984
J Cardiovasc Electrophysiol. 2014 Apr;25(4):371-379
pubmed: 24806529
Heart. 2005 Jan;91(1):7-9
pubmed: 15604320
Heart Rhythm. 2017 Sep;14(9):1269-1278
pubmed: 28438722
J Cardiovasc Electrophysiol. 2011 Feb;22(2):137-41
pubmed: 20812937
IEEE Trans Biomed Eng. 2001 May;48(5):551-9
pubmed: 11341529
Circulation. 2006 Dec 5;114(23):2434-42
pubmed: 17101853
Circulation. 2005 Aug 9;112(6):789-97
pubmed: 16061740
J Med Internet Res. 2017 Nov 01;19(11):e367
pubmed: 29092808
Comput Biol Med. 2020 Dec;127:104031
pubmed: 33096296
Int J Cardiol Heart Vasc. 2020 Sep 25;30:100640
pubmed: 33015314
IEEE Trans Inf Technol Biomed. 2001 Sep;5(3):181-6
pubmed: 11550839
Circ Arrhythm Electrophysiol. 2020 Aug;13(8):e008512
pubmed: 32634027
Comput Biol Med. 2020 Dec;127:103904
pubmed: 32928523
Circ Arrhythm Electrophysiol. 2019 Apr;12(4):e007120
pubmed: 30947511
Front Physiol. 2019 Mar 11;10:183
pubmed: 30914963
Front Physiol. 2018 Apr 19;9:414
pubmed: 29725307
Eur Heart J. 2017 Jan 1;38(1):20-26
pubmed: 27389907
Circ Arrhythm Electrophysiol. 2013 Apr;6(2):294-301
pubmed: 23443619
Ann Biomed Eng. 2006 Aug;34(8):1272-88
pubmed: 16807788
Circulation. 2015 Dec 1;132(22):2108-17
pubmed: 26499963
Europace. 2016 Dec;18(suppl 4):iv146-iv155
pubmed: 28011842
Circ Arrhythm Electrophysiol. 2015 Jun;8(3):677-84
pubmed: 25834182
IEEE Trans Inf Technol Biomed. 2009 May;13(3):330-40
pubmed: 19423429
Biomed Eng Online. 2018 Nov 6;17(Suppl 2):146
pubmed: 30396342
IEEE Trans Biomed Eng. 1978 May;25(3):270-6
pubmed: 680756
J Am Coll Cardiol. 2017 Mar 14;69(10):1257-1269
pubmed: 28279292
J Cardiovasc Electrophysiol. 1996 Dec;7(12):1132-44
pubmed: 8985802
Circ Arrhythm Electrophysiol. 2010 Feb;3(1):105-14
pubmed: 20160178

Auteurs

João Salinet (J)

Biomedical Engineering, Centre for Engineering, Modelling and Applied Social Sciences (CECS), Federal University of ABC, São Bernardo do Campo, Brazil.

Rubén Molero (R)

ITACA Institute, Universitat Politècnica de València, València, Spain.

Fernando S Schlindwein (FS)

School of Engineering, University of Leicester, United Kingdom and National Institute for Health Research, Leicester Cardiovascular Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom.

Joël Karel (J)

Department of Data Science and Knowledge Engineering, Maastricht University, Maastricht, Netherlands.

Miguel Rodrigo (M)

Electronic Engineering Department, Universitat de València, València, Spain.

José Luis Rojo-Álvarez (JL)

Department of Signal Theory and Communications and Telematic Systems and Computation, University Rey Juan Carlos, Madrid, Spain.

Omer Berenfeld (O)

Center for Arrhythmia Research, University of Michigan, Ann Arbor, MI, United States.

Andreu M Climent (AM)

ITACA Institute, Universitat Politècnica de València, València, Spain.

Brian Zenger (B)

Biomedical Engineering Department, Scientific Computing and Imaging Institute (SCI), and Cardiovascular Research and Training Institute (CVRTI), The University of Utah, Salt Lake City, UT, United States.

Frederique Vanheusden (F)

Department of Engineering, School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom.

Jimena Gabriela Siles Paredes (JGS)

Biomedical Engineering, Centre for Engineering, Modelling and Applied Social Sciences (CECS), Federal University of ABC, São Bernardo do Campo, Brazil.

Rob MacLeod (R)

Biomedical Engineering Department, Scientific Computing and Imaging Institute (SCI), and Cardiovascular Research and Training Institute (CVRTI), The University of Utah, Salt Lake City, UT, United States.

Felipe Atienza (F)

Cardiology Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, and Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain.

María S Guillem (MS)

ITACA Institute, Universitat Politècnica de València, València, Spain.

Matthijs Cluitmans (M)

Department of Cardiology, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, Netherlands.

Pietro Bonizzi (P)

Department of Data Science and Knowledge Engineering, Maastricht University, Maastricht, Netherlands.

Classifications MeSH