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Sim I, Lemus JAS, O'Shea C, Razeghi O, Whitaker J, Mukherjee R, O'Hare D, Fitzpatrick N, Harrison J, Gharaviri A, O'Neill L, Kotadia I, Roney CH, Grubb N, Newby DE, Dweck MR, Masci P, Wright M, Chiribiri A, Niederer S, O'Neill M, Williams SE. Quantification of atrial cardiomyopathy disease severity by electroanatomic voltage mapping and cardiac magnetic resonance imaging. J Cardiovasc Electrophysiol 2025; 36:467-479. [PMID: 39739521 PMCID: PMC11837893 DOI: 10.1111/jce.16462] [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: 07/06/2023] [Revised: 09/04/2024] [Accepted: 10/03/2024] [Indexed: 01/02/2025]
Abstract
INTRODUCTION Atrial late gadolinium enhancement (Atrial-LGE) and electroanatomic voltage mapping (Atrial-EAVM) quantify the anatomical and functional extent of atrial cardiomyopathy. We aimed to explore the relationships between, and outcomes from, these modalities in patients with atrial fibrillation undergoing ablation. METHODS Patients undergoing first-time ablation had disease severities quantified using both Atrial-LGE and Atrial-EAVM. Correlations between modalities and their relationships with clinical features and arrhythmia recurrence were assessed. RESULTS In 123 atrial fibrillation patients (60 ± 10 years), Atrial-EAVM was moderately correlated with Atrial-LGE (r = .34, p < .001), with a mean fibrosis burden of 47.2% ± 14.91%. Agreement was strongest in the highest tertile of fibrosis burden (mean of differences 16.8% (95% CI = -24.4% to 57.9%, p = .433). Fibrosis burden was greater for Atrial-LGE than Atrial-EAVM (50.7% ± 10.7% vs. 13.7% ± 7.13%, p < .005) for patients in the lowest tertile who were younger, had smaller atria and a greater frequency of paroxysmal atrial fibrillation. Both Atrial EAVM and Atrial LGE were associated with recurrence of arrhythmia following ablation (Atrial-LGE HR = 1.02 (95% CI = 1.01-1.04), p = .047; Atrial-EAVM HR = 1.02 (95% CI = 1.005-1.03), p = .007). A low fibrosis burden (<15%) by Atrial-EAVM identified patients with very low arrhythmia recurrence. In contrast, a much higher fibrosis burden (>66%) by Atrial-LGE identified patients failing to respond to ablation. CONCLUSIONS We demonstrate for the first time that the level of agreement between Atrial-EAVM and Atrial-LGE is dependent on the level of atrial cardiomyopathy disease severity. The functional consequences of atrial cardiomyopathy are most evident in patients with the highest anatomical extent of disease.
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Affiliation(s)
- Iain Sim
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | | | - Christopher O'Shea
- Department of Cardiovascular ScienesUniversity of BirminghamBirminghamUK
| | - Orod Razeghi
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - John Whitaker
- Department of CardiologyGuy's and St Thomas' NHS Foundation TrustLondonUK
| | - Rahul Mukherjee
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Daniel O'Hare
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Noel Fitzpatrick
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - James Harrison
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Ali Gharaviri
- Centre for Cardiovascular ScienceThe University of EdinburghEdinburghUK
| | - Louisa O'Neill
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Irum Kotadia
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Caroline H. Roney
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Neil Grubb
- Centre for Cardiovascular ScienceThe University of EdinburghEdinburghUK
| | - David E. Newby
- Centre for Cardiovascular ScienceThe University of EdinburghEdinburghUK
| | - Marc R. Dweck
- Centre for Cardiovascular ScienceThe University of EdinburghEdinburghUK
| | - Pier‐Giorgio Masci
- Department of CardiologyGuy's and St Thomas' NHS Foundation TrustLondonUK
| | - Matthew Wright
- Department of CardiologyGuy's and St Thomas' NHS Foundation TrustLondonUK
| | - Amedeo Chiribiri
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Steven Niederer
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
| | - Mark O'Neill
- Division of Imaging Sciences and Biomedical EngineeringKing's College LondonLondonUK
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de Groot NMS, Kleber A, Narayan SM, Ciaccio EJ, Doessel O, Bernus O, Berenfeld O, Callans D, Fedorov V, Hummel J, Haissaguerre M, Natale A, Trayanova N, Spector P, Vigmond E, Anter E. Atrial fibrillation nomenclature, definitions, and mechanisms: Position paper from the international Working Group of the Signal Summit. Heart Rhythm 2024:S1547-5271(24)03564-1. [PMID: 39561931 PMCID: PMC12084426 DOI: 10.1016/j.hrthm.2024.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 11/08/2024] [Indexed: 11/21/2024]
Abstract
The international Working Group of the Signal Summit is a consortium of experts in the field of cardiac electrophysiology dedicated to advancing knowledge on understanding and clinical application of signal recording and processing techniques. In 2023, the working group met in Reykjavik, Iceland, and laid the foundation for this manuscript. Atrial fibrillation (AF) is the most common arrhythmia in adults, with a rapidly increasing prevalence worldwide. Despite substantial research efforts, advancements in elucidating the underlying mechanisms of AF have been relatively modest. Since the discovery of pulmonary veins as a frequent trigger region for AF initiation more than 2½ decades ago, advancements in patient care have primarily focused on technologic innovations to improve the safety and efficacy of pulmonary vein isolation (PVI). Several factors may explain the limited scientific progress made. First, whereas AF initiation usually begins with an ectopic beat, the mechanisms of initiation, maintenance, and electrical propagation have not been fully elucidated in humans, largely owing to suboptimal spatiotemporal mapping. Second, underlying structural changes have not been clarified and may involve different types of reentry. Third, inconsistent definitions and terminology regarding fibrillatory characteristics contribute to the challenges of comparing results between studies. Fourth, a growing appreciation for phenotypical differences probably explains the wide range of clinical outcomes to catheter ablation in patients with seemingly similar AF types. Last, restoring sinus rhythm in advanced phenotypic forms of AF is often not feasible or may require extensive ablation with minimal or no positive impact on quality of life. The aims of this international position paper are to provide practical definitions as a foundation for discussing potential mechanisms and mapping results and to propose pathways toward meaningful advancements in AF research, ultimately leading to improved therapies for AF.
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Affiliation(s)
| | - Andre Kleber
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, Massachusetts, Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Sanjiv M Narayan
- Cardiovascular Division, Cardiovascular Institute, Institute of Computational and Mathematical Engineering, Stanford University, Stanford, California
| | - Edward J Ciaccio
- Division of Cardiology, Department of Medicine, Columbia University, New York, New York
| | - Olaf Doessel
- Institute of Biomedical Engineering, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Olivier Bernus
- University of Bordeaux, INSERM, CRCTB, U1045, IHU Liryc, Bordeaux, France, Cardiac Arrhythmia Department, Bordeaux University Hospital, INSERM, Bordeaux, France
| | - Omer Berenfeld
- Center for Arrhythmia Research, University of Michigan, Ann Arbor, Michigan
| | - David Callans
- Cardiac Electrophysiology Section, Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Vadim Fedorov
- Department of Physiology & Cell Biology, Bob and Corrine Frick Center for Heart Failure and Arrhythmia, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - John Hummel
- Section of Electrophysiology, Division of Cardiovascular Medicine, Ross Heart Hospital, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Michel Haissaguerre
- Department of Cardiac Electrophysiology and Stimulation, CHU Bordeaux, Pessac, France
| | - Andrea Natale
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin, Texas, Metro Health Medical Center, Case Western Reserve University School of Medicine, Cleveland, Ohio, Department of Biomedicine and Prevention, Division of Cardiology, University of Tor Vergata, Rome, Italy
| | - Natalia Trayanova
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland
| | - Peter Spector
- University of Vermont College of Medicine, Burlington, Vermont
| | - Edward Vigmond
- University of Bordeaux, CNRS, Bordeaux INP, IMB, UMR 5251, IHU Liryc, Talence, France
| | - Elad Anter
- Cardiovascular Division, Shamir Medical Center, Be'er Yaakov, Israel
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Bugenhagen S, Kolluri N, Tan NY, Morris MF, Rajiah PS. Utility of CT and MRI in Cardiac Electrophysiology. Radiographics 2024; 44:e230222. [PMID: 39115996 DOI: 10.1148/rg.230222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2024]
Abstract
Cardiac electrophysiology involves the diagnosis and management of arrhythmias. CT and MRI play an increasingly important role in cardiac electrophysiology, primarily in preprocedural planning of ablation procedures but also in procedural guidance and postprocedural follow-up. The most common applications include ablation for atrial fibrillation (AF), ablation for ventricular tachycardia (VT), and for planning cardiac resynchronization therapy (CRT). For AF ablation, preprocedural evaluation includes anatomic evaluation and planning using CT or MRI as well as evaluation for left atrial fibrosis using MRI, a marker of poor outcomes following ablation. Procedural guidance during AF ablation is achieved by fusing anatomic data from CT or MRI with electroanatomic mapping to guide the procedure. Postprocedural imaging with CT following AF ablation is commonly used to evaluate for complications such as pulmonary vein stenosis and atrioesophageal fistula. For VT ablation, both MRI and CT are used to identify scar, representing the arrhythmogenic substrate targeted for ablation, and to plan the optimal approach for ablation. CT or MR images may be fused with electroanatomic maps for intraprocedural guidance during VT ablation and may also be used to assess for complications following ablation. Finally, functional information from MRI may be used to identify patients who may benefit from CRT, and cardiac vein mapping with CT or MRI may assist in planning access. ©RSNA, 2024 Supplemental material is available for this article.
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Affiliation(s)
- Scott Bugenhagen
- From the Mallinckrodt Institute of Radiology, Washington University, St. Louis, Mo (S.B.); Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minn (N.K., N.Y.T.); Banner University Medical Center, Phoenix, Ariz (M.F.M.); and Department of Radiology, Cardiovascular Imaging, Mayo Clinic, 200 1st Street SW, Rochester, MN 559905 (P.S.R.)
| | - Nikhil Kolluri
- From the Mallinckrodt Institute of Radiology, Washington University, St. Louis, Mo (S.B.); Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minn (N.K., N.Y.T.); Banner University Medical Center, Phoenix, Ariz (M.F.M.); and Department of Radiology, Cardiovascular Imaging, Mayo Clinic, 200 1st Street SW, Rochester, MN 559905 (P.S.R.)
| | - Nicholas Y Tan
- From the Mallinckrodt Institute of Radiology, Washington University, St. Louis, Mo (S.B.); Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minn (N.K., N.Y.T.); Banner University Medical Center, Phoenix, Ariz (M.F.M.); and Department of Radiology, Cardiovascular Imaging, Mayo Clinic, 200 1st Street SW, Rochester, MN 559905 (P.S.R.)
| | - Michael F Morris
- From the Mallinckrodt Institute of Radiology, Washington University, St. Louis, Mo (S.B.); Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minn (N.K., N.Y.T.); Banner University Medical Center, Phoenix, Ariz (M.F.M.); and Department of Radiology, Cardiovascular Imaging, Mayo Clinic, 200 1st Street SW, Rochester, MN 559905 (P.S.R.)
| | - Prabhakar Shantha Rajiah
- From the Mallinckrodt Institute of Radiology, Washington University, St. Louis, Mo (S.B.); Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minn (N.K., N.Y.T.); Banner University Medical Center, Phoenix, Ariz (M.F.M.); and Department of Radiology, Cardiovascular Imaging, Mayo Clinic, 200 1st Street SW, Rochester, MN 559905 (P.S.R.)
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Kotlyarov S, Lyubavin A. Early Detection of Atrial Fibrillation in Chronic Obstructive Pulmonary Disease Patients. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:352. [PMID: 38541078 PMCID: PMC10972327 DOI: 10.3390/medicina60030352] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 02/14/2024] [Accepted: 02/17/2024] [Indexed: 09/13/2024]
Abstract
Atrial fibrillation (AF) is an important medical problem, as it significantly affects patients' quality of life and prognosis. AF often complicates the course of chronic obstructive pulmonary disease (COPD), a widespread disease with heavy economic and social burdens. A growing body of evidence suggests multiple links between COPD and AF. This review considers the common pathogenetic mechanisms (chronic hypoxia, persistent inflammation, endothelial dysfunction, and myocardial remodeling) of these diseases and describes the main risk factors for the development of AF in patients with COPD. The most effective models based on clinical, laboratory, and functional indices are also described, which enable the identification of patients suffering from COPD with a high risk of AF development. Thus, AF in COPD patients is a frequent problem, and the search for new tools to identify patients at a high risk of AF among COPD patients remains an urgent medical problem.
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Affiliation(s)
- Stanislav Kotlyarov
- Department of Nursing, Ryazan State Medical University, 390026 Ryazan, Russia
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Lee SR, Park HS, Kwon S, Choi EK, Oh S. Tailored ablation index based on left atrial wall thickness assessed by computed tomography for pulmonary vein isolation in patients with atrial fibrillation. J Cardiovasc Electrophysiol 2023; 34:1811-1819. [PMID: 37595097 DOI: 10.1111/jce.16026] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/19/2023] [Accepted: 07/22/2023] [Indexed: 08/20/2023]
Abstract
INTRODUCTION Although left atrial wall thickness (LAWT) is known to be varied, a fixed target Ablation Index (AI) based pulmonary vein isolation (PVI) has been suggested in catheter ablation for atrial fibrillation (AF). We aimed to evaluate the efficacy and safety of PVI applying tailored AI based on LAWT assessed by cardiac computed tomography (CT). METHODS The thick segment was defined as the segment including ≥LAWT grade 3 (≥1.5 mm). The fixed AI strategy was defined as AI targets were 450 on the anterior/roof segments and 350 on the posterior/inferior/carina segments regardless of LAWT. The tailored AI strategy consisted of AI increasing the targets to 500 on the anterior/roof segments and to 400 on the posterior/inferior/carina segments when ablating the thick segment. After PVI, acute pulmonary vein (PV) reconnection, defined by the composite of residual potential and early reconnection, was evaluated. RESULTS A total of 156 patients (paroxysmal AF 72%) were consecutively included (86 for the fixed AI group and 70 for the tailored AI group). The tailored AI group showed a significantly lower rate of segments with acute PV reconnection than the fixed AI group (8% vs. 5%, p = .007). The tailored AI group showed a trend for shorter ablation time for PVI. One-year AF/atrial tachycardia free survival rate was similar in two groups (87.2% in the fixed AI group and 90.0% in the tailored AI group, p = .606). CONCLUSION Applying tailored AI based on the LAWT was a feasible and effective strategy to reduce acute PV reconnection after PVI.
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Affiliation(s)
- So-Ryoung Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hyoung-Seob Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Internal Medicine, Division of Cardiology, Dongsan Medical Center, Keimyung University, Daegu, Republic of Korea
| | - Soonil Kwon
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Eue-Keun Choi
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seil Oh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
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Bedford JP, Garside T, Darbyshire JL, Betts TR, Young JD, Watkinson PJ. Risk factors for new-onset atrial fibrillation during critical illness: A Delphi study. J Intensive Care Soc 2022; 23:414-424. [PMID: 36751347 PMCID: PMC9679893 DOI: 10.1177/17511437211022132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background New-onset atrial fibrillation (NOAF) is common during critical illness and is associated with poor outcomes. Many risk factors for NOAF during critical illness have been identified, overlapping with risk factors for atrial fibrillation in patients in community settings. To develop interventions to prevent NOAF during critical illness, modifiable risk factors must be identified. These have not been studied in detail and it is not clear which variables warrant further study. Methods We undertook an international three-round Delphi process using an expert panel to identify important predictors of NOAF risk during critical illness. Results Of 22 experts invited, 12 agreed to participate. Participants were located in Europe, North America and South America and shared 110 publications on the subject of atrial fibrillation. All 12 completed the three Delphi rounds. Potentially modifiable risk factors identified include 15 intervention-related variables. Conclusions We present the results of the first Delphi process to identify important predictors of NOAF risk during critical illness. These results support further research into modifiable risk factors including optimal plasma electrolyte concentrations, rates of change of these electrolytes, fluid balance, choice of vasoactive medications and the use of preventative medications in high-risk patients. We also hope our findings will aid the development of predictive models for NOAF.
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Affiliation(s)
- Jonathan P Bedford
- Nuffield Department of Clinical Neurosciences, University of
Oxford, Oxford, UK
| | - Tessa Garside
- Nuffield Department of Clinical Neurosciences, University of
Oxford, Oxford, UK
| | - Julie L Darbyshire
- Nuffield Department of Clinical Neurosciences, University of
Oxford, Oxford, UK
| | - Timothy R Betts
- Radcliffe Department of Medicine, University of Oxford, Oxford,
UK
| | - J Duncan Young
- Nuffield Department of Clinical Neurosciences, University of
Oxford, Oxford, UK
| | - Peter J Watkinson
- Nuffield Department of Clinical Neurosciences, University of
Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
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Morris MF, Carlson C, Bhagat A. Role of advanced imaging with cardiac computed tomography and MRI in atrial and ventricular ablation. Curr Opin Cardiol 2022; 37:431-438. [PMID: 35880445 DOI: 10.1097/hco.0000000000000986] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW Increasing evidence supports the use of advanced imaging with cardiac computed tomography (CCT) and cardiac magnetic resonance (CMR) in the work-up of patients with arrythmias being considered for ablation. RECENT FINDINGS Advances in imaging technology and postprocessing are facilitating the use of advanced imaging before, during and after ablation in patients with both atrial and ventricular arrhythmias.In atrial arrythmias, quantitative assessment of left atrial wall thickness on CCT and quantification of late gadolinium enhancement (LGE) on CMR identify patients more likely to develop recurrent atrial arrythmias following ablation. In addition, in patients with recurrent arrythmia post ablation, LGE CMR can potentially identify targets for repeat ablation.In ventricular arrythmias, qualitative assessment of LGE can aide in determining the optimal ablation approach and predicts likelihood of ventricular arrythmias inducibility. Quantitative assessment of LGE can identify conduction channels that can be targeted for ablation. On CCT, quantitative assessment of left ventricular wall thickness can demonstrate myocardial ridges associated with re-entrant circuits for ablation. SUMMARY This review focuses on the utility of CCT and CMR in identifying key anatomical components and arrhythmogenic substrate contributing to both atrial and ventricular arrhythmias in patients being considered for ablation. Advanced imaging has the potential to improve procedural outcomes, decrease complications and shorten procedural time.
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Affiliation(s)
| | - Chelsea Carlson
- Department of Medicine, Banner University Medical Center Phoenix, Phoenix, Arizona, USA
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Liu W, Li S, Han B. It Is Necessary to Re-understand the Low-Voltage Area in Atrial Fibrillation Patients. Front Cardiovasc Med 2022; 9:919873. [PMID: 35783829 PMCID: PMC9247271 DOI: 10.3389/fcvm.2022.919873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 05/27/2022] [Indexed: 11/20/2022] Open
Abstract
The presence of a low-voltage areas (LVAs) is a major feature of the progression of atrial fibrillation. Typically, the LVA is determined by invasive left atrial voltage mapping. In addition to pulmonary vein electrical isolation, Voltage-guided substrate modification by targeting LVAs in addition to PVI has been shown to be superior to conventional PVI “only” approaches regarding freedom from AF recurrences after ablation. Recent studies have found Atrial wall thickness correlates with low voltage areas, and the degree of atrial myocardial fibrosis can be better assessed by CT or MRI in combination with voltage mapping, which might help reduce the recurrence of AF after catheter ablation.
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Affiliation(s)
- Wei Liu
- Bengbu Medical College, Bengbu, China
| | - Shijie Li
- Bengbu Medical College, Bengbu, China
- Department of Cardiology, Xuzhou Central Hospital, Xuzhou, China
- *Correspondence: Shijie Li
| | - Bing Han
- Department of Cardiology, Xuzhou Central Hospital, Xuzhou, China
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The hunt for extra-pulmonary vein targets in persistent atrial fibrillation. J Interv Card Electrophysiol 2022; 65:333-335. [PMID: 35381931 DOI: 10.1007/s10840-022-01201-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 03/23/2022] [Indexed: 10/18/2022]
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10
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Zhu X, Chu H, Li J, Wang C, Li W, Wang Z, Xu Z, Jing Y, Zhao R, Zhong L, Hu N. New Discovery of Left Atrial Macroreentry Tachycardia: Originating from the Spontaneous Scarring of Left Atrial Anterior Wall. J Interv Cardiol 2021; 2021:2829070. [PMID: 34992506 PMCID: PMC8694995 DOI: 10.1155/2021/2829070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 11/17/2021] [Indexed: 11/18/2022] Open
Abstract
AIMS This study sought to describe left atrial macroreentry tachycardia (LAMRT) originating from the spontaneous scarring of left atrial anterior wall (LAAW) and its clinical and electrophysiological characteristics, mechanisms, and the formation of substrates. METHODS AND RESULTS 9 of 123 patients (89% female, age 79.78 ± 5.59 years) had LAMRT originating from the LAAW with no cardiac surgery or prior left atrial (LA) ablation. The mean tachycardia cycle length (TCL) was 241.67 ± 38.00 milliseconds. Spontaneous scars areas and low voltage areas (LVAs) in the LAAW were found in all patients. Successful ablation of the critical isthmus caused termination of the LAMRT and was not inducible in all patients. Arrhythmogenic substrates of LAMRT were the spontaneous scars of LAAW, which matched with the aorta or/and pulmonary artery contact area. The area under the curve (AUC) of age and combination of gender and age for predicting the LAMRT originating from the LAAW were 0.918 and 0.951, respectively, with a cutoff value of ≥73.5 years of age and gender (female) predicting LAMRT with 88.9% sensitivity and 89% specificity. CONCLUSION Combination of gender and age provides a simple and useful criterion to distinguish LAMRT from cavotricuspid isthmus- (CTI-) dependent atrial tachycardia in macroreentry atrial tachycardia (MRAT) in patients without a history of surgery or ablation. Aorta or/and pulmonary artery contacting LA may be related to spontaneous scars. Ablation the isthmus eliminated LAMRT in all patients.
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Affiliation(s)
- Xuefeng Zhu
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Hongxia Chu
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Jianping Li
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Chunxiao Wang
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Wenjing Li
- Doppler Ultrasonic Department, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Zhen Wang
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Zhiyuan Xu
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yanyan Jing
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Ruifu Zhao
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Lin Zhong
- Department of Cardiology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Qingdao University, Yantai, China
| | - Naibao Hu
- Department of Statistics, Binzhou Medical University, Yantai, China
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Tseng AS, Noseworthy PA. Prediction of Atrial Fibrillation Using Machine Learning: A Review. Front Physiol 2021; 12:752317. [PMID: 34777014 PMCID: PMC8581234 DOI: 10.3389/fphys.2021.752317] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 10/04/2021] [Indexed: 02/01/2023] Open
Abstract
There has been recent immense interest in the use of machine learning techniques in the prediction and screening of atrial fibrillation, a common rhythm disorder present with significant clinical implications primarily related to the risk of ischemic cerebrovascular events and heart failure. Prior to the advent of the application of artificial intelligence in clinical medicine, previous studies have enumerated multiple clinical risk factors that can predict the development of atrial fibrillation. These clinical parameters include previous diagnoses, laboratory data (e.g., cardiac and inflammatory biomarkers, etc.), imaging data (e.g., cardiac computed tomography, cardiac magnetic resonance imaging, echocardiography, etc.), and electrophysiological data. These data are readily available in the electronic health record and can be automatically queried by artificial intelligence algorithms. With the modern computational capabilities afforded by technological advancements in computing and artificial intelligence, we present the current state of machine learning methodologies in the prediction and screening of atrial fibrillation as well as the implications and future direction of this rapidly evolving field.
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Affiliation(s)
| | - Peter A. Noseworthy
- Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, United States
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Beyer C, Tokarska L, Stühlinger M, Feuchtner G, Hintringer F, Honold S, Fiedler L, Schönbauer MS, Schönbauer R, Plank F. Structural Cardiac Remodeling in Atrial Fibrillation. JACC Cardiovasc Imaging 2021; 14:2199-2208. [PMID: 34147453 DOI: 10.1016/j.jcmg.2021.04.027] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 04/21/2021] [Accepted: 04/23/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVES This study sought to evaluate preablation computed tomography angiography (CTA) for atrial and epicardial features to predict atrial fibrillation (AF) recurrence after ablation. BACKGROUND Structural atrial remodeling is a process associated with occurrence or persistence of AF. Different anatomical imaging features have been proposed to influence atrial remodeling both negatively and positively as substrate for AF. METHODS Patients with nonvalvular AF underwent cardiac CTA before pulmonary vein isolation at 2 high-volume centers. Left atrial (LA) and right atrial volumes, LA wall thickness (LAWT), and epicardial adipose tissue volume and attenuation were evaluated. Additional subanalyses of electroanatomical maps were made. Follow-up was performed for at least 12 months, including subanalysis of repeated cardiac CTA studies. Interrater variability was assessed. RESULTS Of 732 patients, 270 (36.9%) had AF recurrence after a mean of 7 months. CT analysis revealed larger indexed LA volume (47.3 mL/m2 vs 43.6 mL/m2; P = 0.0001) and higher mean anterior (1.91 mm vs 1.65 mm; P < 0.0001) and posterior (1.61 mm vs 1.39 mm; P = 0.001) LAWT in patients with AF recurrence. Epicardial adipose tissue volume in patients with AF recurrence was higher (144.5 mm³ vs 128.5 mm³; P < 0.0001) and further progressed significantly in a subset of 85 patients after 2 years (+11.8 mm2 vs -3.5 mm2; P = 0.041). Attenuation levels were lower, indicating a higher lipid component associated with AF recurrence (-69.1 HU vs -67.5 HU; P = 0.001). A total of 103 atrial voltage maps were highly predictive of AF recurrence and showed good discriminatory power for patients with low voltage >50% and LAWT (1.55 ± 0.5 mm vs 1.81 ± 0.6 mm; P = 0.032). Net reclassification improvement (NRI) showed a significant incremental benefit (NRI = 0.279; P < 0.0001) when adding LAWT to established risk models. CONCLUSIONS Atrial wall thickness, epicardial fat volume, and attenuation are associated with AF recurrence in patients undergoing ablation therapy.
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Affiliation(s)
- Christoph Beyer
- Department of Cardiology and Angiology, Innsbruck Medical University, Innsbruck, Austria
| | - Lyudmyla Tokarska
- Department of Internal Medicine II, Landesklinicum Wiener Neustadt Hospital, Wiener Neustadt, Austria
| | - Markus Stühlinger
- Department of Cardiology and Angiology, Innsbruck Medical University, Innsbruck, Austria
| | - Gudrun Feuchtner
- Department of Radiology, Innsbruck Medical University, Innsbruck, Austria
| | - Florian Hintringer
- Department of Cardiology and Angiology, Innsbruck Medical University, Innsbruck, Austria
| | - Sarah Honold
- Department of Radiology, Innsbruck Medical University, Innsbruck, Austria
| | - Lukas Fiedler
- Department of Radiology, Innsbruck Medical University, Innsbruck, Austria
| | | | - Robert Schönbauer
- Department of Cardiology and Angiology, Innsbruck Medical University, Innsbruck, Austria; Department of Radiology, Innsbruck Medical University, Innsbruck, Austria
| | - Fabian Plank
- Department of Cardiology and Angiology, Innsbruck Medical University, Innsbruck, Austria.
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