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Zhao Y, Cao LY, Zhao YX, Zhao D, Huang YF, Wang F, Wang Q. Harnessing Risk Assessment for Thrombosis and Bleeding to Optimize Anticoagulation Strategy in Nonvalvular Atrial Fibrillation. Thromb Haemost 2025; 125:492-504. [PMID: 39137902 PMCID: PMC12040435 DOI: 10.1055/a-2385-1452] [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: 04/08/2024] [Accepted: 08/04/2024] [Indexed: 08/15/2024]
Abstract
Oral anticoagulation (OAC) following catheter ablation (CA) of nonvalvular atrial fibrillation (NVAF) is essential for the prevention of thrombosis events. Inappropriate application of OACs does not benefit stroke prevention but may be associated with a higher risk of bleeding. Therefore, this study aims to develop clinical data-driven machine learning (ML) methods to predict the risk of thrombosis and bleeding to establish more precise anticoagulation strategies for patients with NVAF.Patients with NVAF who underwent CA therapy were enrolled from Southwest Hospital from 2015 to 2023. This study compared eight ML algorithms to evaluate the predictive power for both thrombosis and bleeding. Model interpretations were recognized by feature importance and SHapley Additive exPlanations methods. With potential essential risk factors, simplified ML models were proposed to improve the feasibility of the tool.A total of 1,055 participants were recruited, including 105 patients with thrombosis and 252 patients with bleeding. The models based on XGBoost achieved the best performance with accuracies of 0.740 and 0.781 for thrombosis and bleeding, respectively. Age, BNP, and the duration of heparin are closely related to the high risk of thrombosis, whereas the anticoagulation strategy, BNP, and lipids play a crucial role in the occurrence of bleeding. The optimized models enrolling crucial risk factors, RF-T for thrombosis and Xw-B for bleeding, achieved the best recalls of 0.774 and 0.780, respectively.The optimized models will have a great application potential in predicting thrombosis and bleeding among patients with NVAF and will form the basis for future score scales.
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Affiliation(s)
- Yue Zhao
- Department of Pharmacy, The First Affiliated Hospital of Army Medical University (Third Military Medical University), Chongqing, P. R. China
| | - Li-Ya Cao
- Department of Pharmacy, The First Affiliated Hospital of Army Medical University (Third Military Medical University), Chongqing, P. R. China
| | - Ying-Xin Zhao
- Department of Pharmacy, Army Medical Center, Army Medical University (Third Military Medical University), Chongqing, P. R. China
| | - Di Zhao
- Department of Pharmacy, The First Affiliated Hospital of Army Medical University (Third Military Medical University), Chongqing, P. R. China
| | - Yi-Fan Huang
- Medical Big Data and Artificial Intelligence Center, The First Affiliated Hospital of Army Medical University (Third Military Medical University), Chongqing, PR China
| | - Fei Wang
- Medical Big Data and Artificial Intelligence Center, The First Affiliated Hospital of Army Medical University (Third Military Medical University), Chongqing, PR China
| | - Qian Wang
- Department of Pharmacy, The First Affiliated Hospital of Army Medical University (Third Military Medical University), Chongqing, P. R. China
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Wazni OM, Saliba WI, Nair DG, Marijon E, Schmidt B, Hounshell T, Ebelt H, Skurk C, Oza S, Patel C, Kanagasundram A, Sadhu A, Sundaram S, Osorio J, Mark G, Gupta M, DeLurgio DB, Olson J, Nielsen-Kudsk JE, Boersma LVA, Healey JS, Phillips KP, Asch FM, Wolski K, Roy K, Christen T, Sutton BS, Stein KM, Reddy VY. Left Atrial Appendage Closure after Ablation for Atrial Fibrillation. N Engl J Med 2025; 392:1277-1287. [PMID: 39555822 DOI: 10.1056/nejmoa2408308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
BACKGROUND Oral anticoagulation is recommended after ablation for atrial fibrillation among patients at high risk for stroke. Left atrial appendage closure is a mechanical alternative to anticoagulation, but data regarding its use after atrial fibrillation ablation are lacking. METHODS We conducted an international randomized trial involving 1600 patients with atrial fibrillation who had an elevated score (≥2 in men and ≥3 in women) on the CHA2DS2-VASc scale (range, 0 to 9, with higher scores indicating a greater risk of stroke) and who underwent catheter ablation. Patients were randomly assigned in a 1:1 ratio to undergo left atrial appendage closure or receive oral anticoagulation. The primary safety end point, tested for superiority, was non-procedure-related major bleeding or clinically relevant nonmajor bleeding. The primary efficacy end point, tested for noninferiority, was a composite of death from any cause, stroke, or systemic embolism at 36 months. The secondary end point, tested for noninferiority, was major bleeding, including procedure-related bleeding, through 36 months. RESULTS A total of 803 patients were assigned to undergo left atrial appendage closure, and 797 to receive anticoagulant therapy. The mean (±SD) age of the patients was 69.6±7.7 years, 34.1% of the patients were women, and the mean CHA2DS2-VASc score was 3.5±1.3. At 36 months, a primary safety end-point event had occurred in 65 patients (8.5%) in the left atrial appendage closure group (device group) and in 137 patients (18.1%) in the anticoagulation group (P<0.001 for superiority); a primary efficacy end-point event had occurred in 41 patients (5.3%) and 44 patients (5.8%), respectively (P<0.001 for noninferiority); and a secondary end-point event had occurred in 3.9% and 5.0% (P<0.001 for noninferiority). Complications related to the appendage closure device or procedure occurred in 23 patients. CONCLUSIONS Among patients who underwent catheter-based atrial fibrillation ablation, left atrial appendage closure was associated with a lower risk of non-procedure-related major or clinically relevant nonmajor bleeding than oral anticoagulation and was noninferior to oral anticoagulation with respect to a composite of death from any cause, stroke, or systemic embolism at 36 months. (Funded by Boston Scientific; OPTION ClinicalTrials.gov number, NCT03795298.).
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Affiliation(s)
| | | | - Devi G Nair
- St. Bernards Medical Center and Arrhythmia Research Group, Jonesboro, AR
| | - Eloi Marijon
- Cardiology Department, Georges Pompidou European Hospital, Paris
| | - Boris Schmidt
- Cardioangiologisches Centrum Bethanien, Agaplesion Markus Krankenhaus, Frankfurt am Main, Germany
| | | | - Henning Ebelt
- Catholic Hospital, Sankt Johann Nepomuk, Erfurt, Germany
| | - Carsten Skurk
- Deutsches Herzzentrum der Charité (DHZC), Campus Benjamin Franklin, Berlin
| | - Saumil Oza
- Ascension St. Vincent's Medical Center, Jacksonville, FL
| | | | | | - Ashish Sadhu
- Phoenix Cardiovascular Research Group, Phoenix, AZ
| | | | | | | | - Madhukar Gupta
- Lindner Center for Research and Education at Christ Hospital, Cincinnati
| | | | | | | | - Lucas V A Boersma
- Amsterdam University Medical Center, Amsterdam
- St. Antonius Hospital, Nieuwegein, the Netherlands
| | - Jeff S Healey
- Population Health Research Institute, Hamilton, ON, Canada
| | - Karen P Phillips
- Brisbane AF Clinic, Greenslopes Private Hospital, Brisbane, QLD, Australia
| | - Federico M Asch
- Medstar Health Research Institute, Medstar Washington Hospital Center, Washington, DC
| | | | | | | | | | | | - Vivek Y Reddy
- Cardiac Electrophysiology, Mount Sinai Fuster Heart Hospital School of Medicine, New York
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Bengel P, Sossalla S, Dinov B. [Oral anticoagulation in supraventricular arrhythmia]. INNERE MEDIZIN (HEIDELBERG, GERMANY) 2024; 65:770-777. [PMID: 39007961 DOI: 10.1007/s00108-024-01744-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/17/2024] [Indexed: 07/16/2024]
Abstract
Atrial fibrillation represents the most frequent persistent cardiac arrhythmia and is associated with an increased morbidity and mortality. An important component of the holistic treatment of atrial fibrillation is oral anticoagulation (OAC) for the prevention of stroke. The CHA2DS2-VASc score as a risk score is recommended for estimation of the individual stroke risk and the concomitant need of OAC in these patients. In the majority of patients the OAC is nowadays carried out with direct oral anticoagulants (DOAC), which have proved to be effective with a moderate side effect profile and have replaced vitamin K antagonists as the standard substance. In the meantime, these principles have become established as the usual practice but some issues regarding OAC in patients with atrial fibrillation are still insufficiently answered. Furthermore, it is unclear whether OACs need to be continued after successful treatment of atrial fibrillation with pulmonary vein ablation or in some cases can even be discontinued. Unanswered questions also remain regarding the treatment of subclinical atrial fibrillation and atrial high-frequency episodes detected by implanted heart rhythm devices. Especially the duration of atrial high-frequency episodes that should trigger the initiation of OAC treatment is still under debate. Therefore, currently the benefits of stroke prevention must be carefully weighed up against the risk of bleeding complications.
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Affiliation(s)
- Philipp Bengel
- Medizinischen Klinik I, Abteilung für Kardiologie, Universitätsklinikum Gießen, Klinikstr. 33, 35392, Gießen, Deutschland.
| | - Samuel Sossalla
- Medizinischen Klinik I, Abteilung für Kardiologie, Universitätsklinikum Gießen, Klinikstr. 33, 35392, Gießen, Deutschland
- Abteilung Kardiologie, Kerckhoff-Klinik, Bad Nauheim, Deutschland
| | - Borislav Dinov
- Medizinischen Klinik I, Abteilung für Kardiologie, Universitätsklinikum Gießen, Klinikstr. 33, 35392, Gießen, Deutschland
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Ma C, Wu S, Liu S, Han Y. Chinese guidelines for the diagnosis and management of atrial fibrillation. Pacing Clin Electrophysiol 2024; 47:714-770. [PMID: 38687179 DOI: 10.1111/pace.14920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 11/30/2023] [Indexed: 05/02/2024]
Abstract
Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia, significantly impacting patients' quality of life and increasing the risk of death, stroke, heart failure, and dementia. Over the past two decades, there have been significant breakthroughs in AF risk prediction and screening, stroke prevention, rhythm control, catheter ablation, and integrated management. During this period, the scale, quality, and experience of AF management in China have greatly improved, providing a solid foundation for the development of the guidelines for the diagnosis and management of AF. To further promote standardized AF management, and apply new technologies and concepts to clinical practice timely and fully, the Chinese Society of Cardiology of Chinese Medical Association and the Heart Rhythm Committee of Chinese Society of Biomedical Engineering jointly developed the Chinese Guidelines for the Diagnosis and Management of Atrial Fibrillation. The guidelines comprehensively elaborated on various aspects of AF management and proposed the CHA2DS2‑VASc‑60 stroke risk score based on the characteristics of the Asian AF population. The guidelines also reevaluated the clinical application of AF screening, emphasized the significance of early rhythm control, and highlighted the central role of catheter ablation in rhythm control.
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Affiliation(s)
- Changsheng Ma
- Chinese Society of Cardiology, Chinese Medical Association, Heart Rhythm Committee of Chinese Society of Biomedical Engineering, Beijing, China
| | - Shulin Wu
- Chinese Society of Cardiology, Chinese Medical Association, Heart Rhythm Committee of Chinese Society of Biomedical Engineering, Beijing, China
| | - Shaowen Liu
- Chinese Society of Cardiology, Chinese Medical Association, Heart Rhythm Committee of Chinese Society of Biomedical Engineering, Beijing, China
| | - Yaling Han
- Chinese Society of Cardiology, Chinese Medical Association, Heart Rhythm Committee of Chinese Society of Biomedical Engineering, Beijing, China
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MA CS, WU SL, LIU SW, HAN YL. Chinese Guidelines for the Diagnosis and Management of Atrial Fibrillation. J Geriatr Cardiol 2024; 21:251-314. [PMID: 38665287 PMCID: PMC11040055 DOI: 10.26599/1671-5411.2024.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024] Open
Abstract
Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia, significantly impacting patients' quality of life and increasing the risk of death, stroke, heart failure, and dementia. Over the past two decades, there have been significant breakthroughs in AF risk prediction and screening, stroke prevention, rhythm control, catheter ablation, and integrated management. During this period, the scale, quality, and experience of AF management in China have greatly improved, providing a solid foundation for the development of guidelines for the diagnosis and management of AF. To further promote standardized AF management, and apply new technologies and concepts to clinical practice in a timely and comprehensive manner, the Chinese Society of Cardiology of the Chinese Medical Association and the Heart Rhythm Committee of the Chinese Society of Biomedical Engineering have jointly developed the Chinese Guidelines for the Diagnosis and Management of Atrial Fibrillation. The guidelines have comprehensively elaborated on various aspects of AF management and proposed the CHA2DS2-VASc-60 stroke risk score based on the characteristics of AF in the Asian population. The guidelines have also reevaluated the clinical application of AF screening, emphasized the significance of early rhythm control, and highlighted the central role of catheter ablation in rhythm control.
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Nakamaru R, Ikemura N, Kimura T, Katsumata Y, Sherrod CF, Miyama H, Shiraishi Y, Kanki H, Negishi K, Ueda I, Fukuda K, Takatsuki S, Kohsaka S. Discontinuation of Oral Anticoagulants in Atrial Fibrillation Patients: Impact of Treatment Strategy and on Patients' Health Status. J Clin Med 2023; 12:7712. [PMID: 38137780 PMCID: PMC10743485 DOI: 10.3390/jcm12247712] [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] [Received: 11/10/2023] [Revised: 11/27/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023] Open
Abstract
AIMS The discontinuation of oral anticoagulants (OACs) remains as a significant concern in the management of atrial fibrillation (AF). The discontinuation rate may vary depending on management strategy, and physicians may also discontinue OACs due to concerns about patient satisfaction with their care. We aimed to assess the incidence of OAC discontinuation and its relationship to patients' health in an outpatient AF registry. METHODS AND RESULTS From a multicenter registry for newly recognized AF patients (n = 3313), we extracted 1647 (49.7%) patients with OACs and a CHA2DS2-Vasc score of ≥2. Discontinuation was defined as sustained cessation of OACs within a 1-year follow-up. We examined predictors associated with discontinuation and its relations to health status defined by the AFEQT questionnaire. Of the 1647 patients, 385 (23.6%) discontinued OACs after 1 year, with discontinuation rates varying across treatment strategies (15.3% for catheter ablation, 4.9% for rhythm control with antiarrhythmic drugs, and 3.0% for rate control). Successful rhythm control was associated with discontinuation in the catheter ablation (OR 6.61, 95% CI 3.00-14.6, p < 0.001) and antiarrhythmic drugs (OR 6.47, 95% CI 2.62-15.9, p < 0.001) groups, whereas the incidence of bleeding events within 1 year was associated with discontinuation in the rate control group. One-year AFEQT scores did not significantly differ between patients who discontinued OACs and those who did not in each treatment strategy group. CONCLUSIONS OAC discontinuation was common among AF patients with significant stroke risk but varied depending on the chosen treatment strategy. This study also found no significant association between OAC discontinuation and patients' health status.
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Affiliation(s)
- Ryo Nakamaru
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
- Department of Healthcare Quality Assessment, The University of Tokyo, Tokyo 113-8655, Japan
| | - Nobuhiro Ikemura
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
- Cardiovascular Research, Department of Biomedical and Health Informatics, Saint Luke’s Mid America Heart Institute/UMKC, Kansas City, MO 64111, USA
| | - Takehiro Kimura
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Yoshinori Katsumata
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Charles F. Sherrod
- Cardiovascular Research, Department of Biomedical and Health Informatics, Saint Luke’s Mid America Heart Institute/UMKC, Kansas City, MO 64111, USA
| | - Hiroshi Miyama
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Yasuyuki Shiraishi
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Hideaki Kanki
- Department of Cardiology, Saitama City Hospital, Saitama 336-8522, Japan
| | - Koji Negishi
- Department of Cardiology, Yokohama Municipal Citizen’s Hospital, Yokohama 221-0855, Japan
| | - Ikuko Ueda
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Keiichi Fukuda
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Seiji Takatsuki
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
| | - Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, Tokyo 160-8582, Japan (Y.S.)
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Zheng XY, Feng GW, Guo J, Xie F, Li X, Zhang MZ, Zhang XF, Wu XF, Ding YJ. A cross-sectional study of appropriateness evaluation of anticoagulation therapy for inpatients with nonvalvular atrial fibrillation. Front Pharmacol 2023; 14:1286559. [PMID: 38116077 PMCID: PMC10728771 DOI: 10.3389/fphar.2023.1286559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 11/21/2023] [Indexed: 12/21/2023] Open
Abstract
Background: Oral anticoagulants (OACs) are essential for stroke prevention in patients with nonvalvular atrial fibrillation (NVAF). However, the appropriateness of anticoagulation treatment in locally practice remains unclear. This study evaluated compliance with anticoagulation therapy concerning the guidelines and drug labels in patients with NVAF. Methods: Hospitalized patients diagnosed with NVAF between 1 November 2020, and 31 December 2021, were retrospectively enrolled. The appropriateness of anticoagulation regimens at discharge was evaluated based on a flowchart designed according to atrial fibrillation (AF) guidelines and medication labels. Furthermore, we explored factors potentially influencing the "no-use of OACs" using binary logistic regression and verified anticoagulation-related issues through a physician questionnaire. Results: A total of 536 patients were enrolled in this study, including 254 patients (47.4%) with inappropriate anticoagulation regimens. 112 patients (20.9%) were categorized as "underdosing-use of OACs," 134 (25%) who needed anticoagulation therapy were "no-use of OACs" and eight (1.5%) were "over-use of OACs." The results of a binary logistic regression analysis showed that paroxysmal AF (odds ratio [OR], 7.74; 95% confidence interval [CI], 4.57-13.10), increased blood creatinine levels (OR, 1.88; 95% CI, 1.11-3.16), hospitalized pacemaker implantation (OR, 6.76; 95% CI, 2.67-17.11), percutaneous coronary intervention (OR, 3.35; 95% CI, 1.44-7.80), and an increased HAS-BLED score (OR, 1.62; 95% CI, 1.11-2.35) were associated with "no-use of OACs" in patients with NVAF who had indications for anticoagulation therapy. Conclusion: For patients with NVAF with severe renal dysfunction and paroxysmal AF, anticoagulation therapy was inadequate. The underdosing-use of OACs in patients with NVAF was frequently observed. We recommend an anticoagulation management team to tailor anticoagulation regimens to suit each patient's needs.
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Affiliation(s)
- Xiao-Yuan Zheng
- Department of Pharmacy, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Guang-Wei Feng
- Department of Pharmacy, Dahua Hospital, Xuhui District, Shanghai, China
| | - Jing Guo
- Department of Cardiology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Fen Xie
- Department of Pharmacy, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Xia Li
- Department of Pharmacy, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Ming-Zhu Zhang
- Department of Pharmacy, Shandong Provincial Third Hospital, Jinan, China
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China
| | - Xiu-Fen Zhang
- Oncology Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Xiu-Feng Wu
- Department of Pharmacy, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yong-Juan Ding
- Department of Pharmacy, Affiliated Hospital of Jiangnan University, Wuxi, China
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Sheng J, Yang Z, Xu M, Meng J, Gong M, Miao Y. A prediction model based on functional mitral regurgitation for the recurrence of paroxysmal atrial fibrillation (PAF) after post-circular pulmonary vein radiofrequency ablation (CPVA). Echocardiography 2022; 39:1501-1511. [PMID: 36376256 PMCID: PMC10098807 DOI: 10.1111/echo.15479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 09/19/2022] [Accepted: 10/08/2022] [Indexed: 11/16/2022] Open
Abstract
AIM To construct a prediction model based on functional mitral regurgitation (FMR) in patients with paroxysmal atrial fibrillation (PAF) to predict atrial fibrillation recurrence after the post-circular pulmonary vein radiofrequency ablation (CPVA). METHODS We retrospectively analyzed 289 patients with PAF who underwent CPVA for the first time. The patients were randomly divided into modeling group and verification group at the ratio of 75:25. In the modeling group, the multivariate logistic regression was used to analyze and construct a prediction model for post-CPVA recurrence in PAF patients, which was then validated in the verification group. RESULTS (1) After 3-6 months of follow-up, the patients were divided into sinus rhythm group (252 cases) and recurrence group (24 cases); (2) In the modeling group, the age, left atrial diameter (LAD), and the degree of MR (mild, moderate, severe) were higher in recurrence group than that of the sinus rhythm group, and the left atrial appendage emptying velocity (LAAV) was lower in recurrence group (all p < .05). (3) A model for predicting the recurrence of PAF after radiofrequency ablation was constructed in the modeling group. The equation was: Logit(P) = -3.253 + .092 × age + 1.263 × mild MR + 2.325 × moderate MR + 5.111 × severe MR -.113 × LAAV. The area under the curve (AUC) of the model was .889 in modeling group and .866 in verification group, and the difference was not statistically significant (p > .05). CONCLUSION The prediction model of atrial fibrillation (AF) recurrence after CPVA in PAF patients has good predictive efficacy, specificity, and accuracy.
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Affiliation(s)
- Jingyu Sheng
- Department of Electrocardiography, Wujin Hospital Affiliated with Jiangsu University, The Wujin Clinical college of Xuzhou Medical University, Changzhou, China.,Department of Cardiovascular Division, The Third Affiliated Hospital of Soochow University, Chang Zhou, China
| | - Zhenni Yang
- Department of Cardiovascular Division, The Third Affiliated Hospital of Soochow University, Chang Zhou, China
| | - Min Xu
- Department of Cardiovascular Division, The Third Affiliated Hospital of Soochow University, Chang Zhou, China
| | - Jun Meng
- Department of Cardiovascular Division, The Third Affiliated Hospital of Soochow University, Chang Zhou, China
| | - Mingxia Gong
- Department of Cardiovascular Division, The Third Affiliated Hospital of Soochow University, Chang Zhou, China
| | - Yuxia Miao
- Department of Cardiovascular Division, The Third Affiliated Hospital of Soochow University, Chang Zhou, China
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Han W, Liu Y, Sha R, Liu H, Liu A, Maduray K, Ge J, Ma C, Zhong J. A prediction model of atrial fibrillation recurrence after first catheter ablation by a nomogram: HASBLP score. Front Cardiovasc Med 2022; 9:934664. [PMID: 36158848 PMCID: PMC9497656 DOI: 10.3389/fcvm.2022.934664] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/10/2022] [Indexed: 11/15/2022] Open
Abstract
Background At present, catheter ablation is an effective method for rhythm control in patients with atrial fibrillation (AF). However, AF recurrence is an inevitable problem after catheter ablation. To identify patients who are prone to relapse, we developed a predictive model that allows clinicians to closely monitor these patients and treat them with different personalized treatment plans. Materials and methods A total of 1,065 patients who underwent AF catheter ablation between January 2015 and December 2018 were consecutively included in this study, which examines the results of a 2-year follow-up. Patients with AF were divided into development cohort and validation cohort. Univariate and multivariate analyses were carried out on the potential risk factors. Specific risk factors were used to draw the nomogram according to the above results. Finally, we verified the performance of our model compared with CHADS2 and CHA2DS2-Vasc scores by receiver operating characteristic (ROC) curve and calibration curve and plotted the decision analysis curve (DAC). Results A total of 316 patients experienced AF recurrence. After univariate and multivariate analyses, AF history (H), age (A), snoring (S), body mass index (BMI) (B), anteroposterior diameter of left atrial (LA) (L), and persistent AF (P) were included in our prediction model. Our model showed a better performance compared with CHADS2 and CHA2DS2-Vasc scores, and the area under ROC curve (95%CI) was 0.7668 (0.7298–0.8037) vs. 0.6225 (0.5783–0.6666) and 0.6267 (0.5836–0.6717). Conclusion We established a nomogram (HASBLP score) for predicting AF recurrence after the first catheter ablation at a 2-year follow-up, which can be used as a tool to guide future follow-up of patients. However, its usefulness needs further validation.
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Affiliation(s)
- Wenqiang Han
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yan Liu
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Rina Sha
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Huiyu Liu
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Aihua Liu
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Kellina Maduray
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Junye Ge
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Chuanzhen Ma
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Jingquan Zhong
- Department of Cardiology, The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese National Health Commission and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Cardiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
- *Correspondence: Jingquan Zhong,
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Wazni OM, Boersma L, Healey JS, Mansour M, Tondo C, Phillips K, Doshi R, Jaber W, Hynes E, Allocco DJ, Reddy VY. Comparison of anticoagulation with left atrial appendage closure after atrial fibrillation ablation: Rationale and design of the OPTION randomized trial. Am Heart J 2022; 251:35-42. [PMID: 35526570 DOI: 10.1016/j.ahj.2022.05.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 04/22/2022] [Accepted: 05/03/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND For patients with symptomatic atrial fibrillation (AF), physicians typically offer AF ablation for symptom relief; however, patients often anticipate/expect a life free from anticoagulation. This belief puts patients at increased risk of stroke due to the potential for asymptomatic AF postablation if anticoagulation is ceased contrary to clinical guidelines. Although the WATCHMAN device has been FDA-approved to decrease the risk of thromboembolism from the left atrial appendage (LAA) in patients with an appropriate rationale to avoid oral anticoagulation, it has not been well-studied following AF ablation. Additionally, there are limited data comparing the WATCHMAN device to direct oral anticoagulants. The OPTION study will investigate whether LAA closure with the WATCHMAN FLX device is a reasonable alternative to oral anticoagulation following percutaneous catheter ablation for nonvalvular AF. TRIAL DESIGN OPTION is a multinational, multicenter, prospective randomized clinical trial. Patients with a CHA2DS2-VASc of ≥2 in men or ≥3 in women and who underwent a AF catheter ablation procedure between 90 and 180 days prior to randomization (sequential) or are planning to have catheter ablation within 10 days of randomization (concomitant) will be randomized in a 1:1 allocation of WATCHMAN FLX vs control. Control patients will start or continue market-approved oral anticoagulation for the duration of the trial. A total of 1600 patients were randomized from 130 global investigational sites. Follow-up for both device and control patients will occur at 3, 12, 24, and 36 months. The primary effectiveness noninferiority endpoint is stroke (ischemic or hemorrhagic), all-cause death, or systemic embolism at 36 months. The primary safety superiority endpoint is nonprocedural bleeding through 36 months (International Society on Thrombosis and Haemostasis [ISTH] major bleeding or clinically relevant nonmajor bleeding). The secondary noninferiority endpoint is ISTH major bleeding through 36 months (including procedural bleeding). CONCLUSIONS This trial will assess the safety and efficacy of WATCHMAN FLX in a postablation contemporary clinical AF patient population at risk of stroke.
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Affiliation(s)
- Oussama M Wazni
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic Foundation, Cleveland, OH.
| | - Lucas Boersma
- Cardiology Department, St Antonius Hospital, Nieuwegein, the Netherlands/Amsterdam UMC, Amsterdam, The Netherlands
| | - Jeff S Healey
- Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Moussa Mansour
- Corrigan Minehan Heart Center, Massachusetts General Hospital, Boston, MA
| | - Claudio Tondo
- Department of Clinical Electrophysiology & Cardiac Pacing, Heart Rhythm Center at Monzino Cardiac Center, IRCCS, Department of Biochemical, Surgical and Dentist Sciences, University of Milan, Milan, Italy
| | - Karen Phillips
- The Brisbane AF Clinic, Greenslopes Private Hospital, Greenslopes, Brisbane, Australia
| | - Rahul Doshi
- Cardiac Arrhythmia Group, HonorHealth, Scottsdale, AZ
| | - Wael Jaber
- Cleveland Clinic Lerner College of Medicine, Fuad Jubran Endowed Chair in Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH
| | - Erin Hynes
- Boston Scientific Corporation, Marlborough, MA
| | | | - Vivek Y Reddy
- Helmsley Electrophysiology Center, Icahn School of Medicine at Mount Sinai, New York, NY
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Huang H, Cai C, Hua W, Zhang N, Niu H, Chen X, Wang J, Jia Y, Chu J, Tang M, Zhang S. Mitral Regurgitation and Body Mass Index Increase the Predictability of Perioperative Bleeding in Anticoagulated Patients With Nonvalvular Atrial Fibrillation. Front Cardiovasc Med 2022; 9:846590. [PMID: 35419437 PMCID: PMC8996069 DOI: 10.3389/fcvm.2022.846590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundCatheter ablation (CA) effectively restores sinus rhythm in atrial fibrillation (AF) but causes a short-term fluctuation in the coagulation state. Potential risk factors and better management during this perioperative period remain understudied.MethodsWe consecutively included 940 patients with nonvalvular AF who received CA at Fuwai Hospital, Beijing, China. Patients were divided into two groups according to their bleeding status during 3 months' anticoagulation. Any adverse events related to bleeding in the 3 months were evaluated. The HAS-BLED score and ABC-bleeding score, as well as other potential factors, were explored to predict bleeding risk.ResultsIn this observational study, 8.0% and 0.9% of the whole population suffered from bleeding and thromboembolic events, respectively. After adjusting for known factors related to bleeding, mitral regurgitation (MR, p for trend <0.001) and body mass index (BMI, odds ratio (OR) = 0.920, 95% CI 0.852–0.993, p = 0.033) were the most significant ones. C-indexes of the HAS-BLED score and ABC-bleeding score for bleeding were 0.558 (0.492–0.624) and 0.585 (0.515–0.655), respectively. The incorporation of MR and BMI significantly improved the predictive value based on HAS-BLED score (C-index = 0.650, 95% CI 0.585–0.715, p = 0.004) and ABC-bleeding score (C-index = 0.671, 95% CI 0.611–0.731, p < 0.001). The relative risk of mild-moderate MR was 4.500 (95% CI 1.625–12.460) in patients with AF having HAS-BLED = 1 and 4.654 (95% CI 1.496–14.475) in HAS-BLED ≥ 2, while it was not observed in patients with HAS-BLED = 0 (p = 0.722).ConclusionMore severe MR and lower BMI are associated with a higher incidence of perioperative bleeding, which helps improve the predictability of increased individual bleeding risk of a patient with nonvalvular AF who has received CA therapy and oral anticoagulants.
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Affiliation(s)
- Hao Huang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chi Cai
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Hua
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Wei Hua
| | - Nixiao Zhang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Cardiology, Cardiovascular Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Hongxia Niu
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xuhua Chen
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Wang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuhe Jia
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianmin Chu
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Min Tang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shu Zhang
- State Key Laboratory of Cardiovascular Disease, Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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12
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Giehm-Reese M, Johansen MN, Kronborg MB, Jensen HK, Gerdes C, Kristensen J, Johannessen A, Jacobsen PK, Djurhuus MS, Hansen PS, Riahi S, Nielsen JC. Discontinuation of oral anticoagulation and risk of stroke and death after ablation for typical atrial flutter: A nation-wide Danish cohort study. Int J Cardiol 2021; 333:110-116. [PMID: 33647366 DOI: 10.1016/j.ijcard.2021.02.057] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/02/2021] [Accepted: 02/19/2021] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Oral anticoagulation (OAC) is indicated for patients with atrial fibrillation (AF) and atrial flutter (AFL) with a CHA2DS2-VASc score ≥ 2 for men and ≥3 for women. This is regardless of successful catheter ablation for their arrhythmia. Studies have mainly focused on AF, and little is known regarding use of OAC in AFL patients following catheter ablation. PURPOSE To describe discontinuation of OAC in a national cohort of patients who have undergone first-time cavo-tricuspid isthmus ablation (CTIA) for AFL. METHODS We identified patients undergoing first-time CTIA during the period 2010-2016 using the Danish National Ablation Registry. Information on comorbidities and OAC use were gathered using the Danish National Patient Registry and the Danish National Prescription Registry. Patients were followed until March 1st, 2018. RESULTS We identified 2409 consecutive patients. Median age was 66 (IQR 58-72) years, and 1952 (81%) were men. During mean follow-up of 4 ± 1.7 years, 723 (30%) patients discontinued OAC. Patients discontinuing OAC were younger, had less comorbidity, and a lower CHA2DS2-VASc score. During follow-up, 252 (10%) patients died, and 112 (5%) patients had a stroke. Incidence of both these events increased with increasing age and CHA2DS2-VASc score. In adjusted analysis, we observed higher mortality (p < 0.0001) in patients discontinuing OAC, while stroke rate was not significantly higher (p = 0.21). CONCLUSION In this national cohort of patients who have undergone first-time CTIA, patients discontinuing OAC treatment were younger and had less comorbidities. Patients remain at elevated risk of death and stroke/TIA, increasing with their age and CHA2DS2-VASc score.
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Affiliation(s)
| | | | | | | | - Christian Gerdes
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Jens Kristensen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Arne Johannessen
- Department of Cardiology, Gentofte University Hospital, Copenhagen, Denmark
| | - Peter Karl Jacobsen
- Department of Cardiology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | | | | | - Sam Riahi
- AF Study Group, Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
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