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Zheng X, Ran H, Ren J, Ling Z, Hou L, Ao M, Zhu Y, Zhang M, Han Y, Li S, Zhou X, Yu Q, Luo P, Su L. Two-dimensional speckle tracking imaging analyses of the correlations between left atrial appendage function and stroke risk in nonvalvular atrial fibrillation patients. THE INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 2024; 40:613-623. [PMID: 38108983 DOI: 10.1007/s10554-023-03031-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 12/03/2023] [Indexed: 12/19/2023]
Abstract
Stroke incidence is the most severe complication associated with atrial fibrillation (AF), and the most common site of thrombus formation in AF patients is the left atrial appendage (LAA). This study was developed to use two-dimensional speckle tracking imaging (2D-STI) to explore associations between LAA strain/strain rate and stroke incidence and to evaluate the value of utilizing LAA strain and strain rate values to support the stratification of nonvalvular AF (NVAF) patients based on stroke risk. A total of 486 AF patients who had undergone transesophageal echocardiography to exclude potential intracardiac thrombosis between March 2021 and November 2022 were consecutively enrolled. Patients meeting the inclusion criteria were separated into two groups according to their history of stroke/transient ischemic attack (TIA). LAA strain and strain rate values in these patients were measured via 2D-STI. Multivariable logistic regression analysis was employed to determine independent risk factors for the construction of a combined predictive model. Of the 333 analyzed patients (134 females, aged 65 (56,72) years), 39 (11.71%, 39/333) had a history of stroke at the time of evaluation. Multivariate logistic regression analysis demonstrated that nonparoxysmal AF, CHA2DS2VASc score, LAA thrombus/spontaneous echo contrast (SEC), LAA strain, and strain rate were all predictors of stroke incidence among NVAF patients. The combined predictive model demonstrated excellent discriminative ability, with an AUC of 0.91 (95%CI 0.87-0.95, P < 0.001), and a sensitivity and specificity of 79.49% and 89.46%, respectively. The Hosmer-Lemeshow test confirmed good calibration, yielding a value of 0.98. Comparative decision curve analysis showed that the model provided superior net benefits compared to the CHA2DS2VASc score. Furthermore, the model exhibited improved predictive performance and reclassification for stroke when compared to the CHA2DS2VASc score (AUC 0.91 vs. 0.88, Z = 2.32, P = 0.02), accompanied by a significant increase in the net reclassification index (+ 5.44%, P < 0.001) and integrated discrimination improvement (8.21%, P < 0.001). These data demonstrate that LAA strain and strain rate, as measured via 2D-STI, can offer value when assessing LAA function in AF patients, potentially providing further predictive value to extant clinical risk scoring strategies.
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Affiliation(s)
- Xiwangmin Zheng
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Haitao Ran
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Jianli Ren
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Zhiyu Ling
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Lingli Hou
- Department of Ultrasound, The Affiliated Qujing hospital of Kunming Medical University, Yunnan, China
| | - Meng Ao
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Yefeng Zhu
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Maohui Zhang
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Ying Han
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Shiyu Li
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Xia Zhou
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Qiujin Yu
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Peng Luo
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China
| | - Lei Su
- Department of Ultrasound, The Second Affiliated Hospital of Chongqing Medical University, No.74, Linjiang Road, Yuzhong District, Chongqing, 40010, China.
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Fan X, Li Y, He Q, Wang M, Lan X, Zhang K, Ma C, Zhang H. Predictive Value of Machine Learning for Recurrence of Atrial Fibrillation after Catheter Ablation: A Systematic Review and Meta-Analysis. Rev Cardiovasc Med 2023; 24:315. [PMID: 39076446 PMCID: PMC11272879 DOI: 10.31083/j.rcm2411315] [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: 04/28/2023] [Revised: 07/03/2023] [Accepted: 07/17/2023] [Indexed: 07/31/2024] Open
Abstract
Background Accurate detection of atrial fibrillation (AF) recurrence after catheter ablation is crucial. In this study, we aimed to conduct a systematic review of machine-learning-based recurrence detection in the relevant literature. Methods We conducted a comprehensive search of PubMed, Embase, Cochrane, and Web of Science databases from 1980 to December 31, 2022 to identify studies on prediction models for AF recurrence risk after catheter ablation. We used the prediction model risk of bias assessment tool (PROBAST) to assess the risk of bias, and R4.2.0 for meta-analysis, with subgroup analysis based on model type. Results After screening, 40 papers were eligible for synthesis. The pooled concordance index (C-index) in the training set was 0.760 (95% confidence interval [CI] 0.739 to 0.781), the sensitivity was 0.74 (95% CI 0.69 to 0.77), and the specificity was 0.76 (95% CI 0.72 to 0.80). The combined C-index in the validation set was 0.787 (95% CI 0.752 to 0.821), the sensitivity was 0.78 (95% CI 0.73 to 0.83), and the specificity was 0.75 (95% CI 0.65 to 0.82). The subgroup analysis revealed no significant difference in the pooled C-index between models constructed based on radiomics features and those based on clinical characteristics. However, radiomics based showed a slightly higher sensitivity (training set: 0.82 vs. 0.71, validation set: 0.83 vs. 0.73). Logistic regression, one of the most common machine learning (ML) methods, exhibited an overall pooled C-index of 0.785 and 0.804 in the training and validation sets, respectively. The Convolutional Neural Networks (CNN) models outperformed these results with an overall pooled C-index of 0.862 and 0.861. Age, radiomics features, left atrial diameter, AF type, and AF duration were identified as the key modeling variables. Conclusions ML has demonstrated excellent performance in predicting AF recurrence after catheter ablation. Logistic regression (LR) being the most widely used ML algorithm for predicting AF recurrence, also showed high accuracy. The development of risk prediction nomograms for wide application is warranted.
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Affiliation(s)
- Xingman Fan
- Graduate School, Hebei North University, 075000 Zhangjiakou, Hebei, China
- Department of Cardiology, Air Force Medical Center, Air Force Medical
University, PLA,100142 Beijing, China
| | - Yanyan Li
- Department of Cardiology, Air Force Medical Center, Air Force Medical
University, PLA,100142 Beijing, China
| | - Qiongyi He
- Air Force Clinical medical college, Fifth Clinical College of Anhui
Medical University, 230032 Hefei, Anhui, China
| | - Meng Wang
- Graduate School, Hebei North University, 075000 Zhangjiakou, Hebei, China
- Department of Cardiology, Air Force Medical Center, Air Force Medical
University, PLA,100142 Beijing, China
| | - Xiaohua Lan
- Graduate School, Hebei North University, 075000 Zhangjiakou, Hebei, China
| | - Kaijie Zhang
- Graduate School, Hebei North University, 075000 Zhangjiakou, Hebei, China
| | - Chenyue Ma
- Air Force Clinical medical college, Fifth Clinical College of Anhui
Medical University, 230032 Hefei, Anhui, China
| | - Haitao Zhang
- Graduate School, Hebei North University, 075000 Zhangjiakou, Hebei, China
- Department of Cardiology, Air Force Medical Center, Air Force Medical
University, PLA,100142 Beijing, China
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Zheng D, Zhang Y, Huang D, Wang M, Guo N, Zhu S, Zhang J, Ying T. Incremental predictive utility of a radiomics signature in a nomogram for the recurrence of atrial fibrillation. Front Cardiovasc Med 2023; 10:1203009. [PMID: 37636308 PMCID: PMC10451088 DOI: 10.3389/fcvm.2023.1203009] [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: 04/10/2023] [Accepted: 07/19/2023] [Indexed: 08/29/2023] Open
Abstract
Background Recurrence of atrial fibrillation (AF) after catheter ablation (CA) remains a challenge today. Although it is believed that evaluating the structural and functional remodeling of the left atrium (LA) may be helpful in predicting AF recurrence, there is a lack of consensus on prediction accuracy. Ultrasound-based radiomics is currently receiving increasing attention because it might aid in the diagnosis and prognosis prediction of AF recurrence. However, research on LA ultrasound radiomics is limited. Objective We aim to investigate the incremental predictive utility of LA radiomics and construct a radiomics nomogram to preoperatively predict AF recurrence following CA. Methods A training cohort of 232 AF patients was designed for nomogram construction, while a validation cohort (n = 100) served as the model performance test. AF recurrence during a follow-up period of 3-12 months was defined as the endpoint. The radiomics features related to AF recurrence were extracted and selected to create the radiomics score (rad score). These rad scores, along with other morphological and functional indicators for AF recurrence, were included in the multivariate Cox analysis to establish a nomogram for the prediction of the likelihood of AF recurrence within 1 year following CA. Results In the training and validation cohorts, AF recurrence rates accounted for 32.3% (75/232) and 25.0% (25/100), respectively. We extracted seven types of radiomics features associated with AF recurrence from apical four-chamber view echocardiography images and established a rad score for each patient. The radiomics nomogram was built with the rad score, AF type, left atrial appendage emptying flow velocity, and peak atrial longitudinal strain. It outperformed the nomogram building without the rad score in terms of the predictive efficacy of CA outcome and showed favorable performance in both cohorts. Conclusion We revealed the incremental utility of a radiomics signature in the prediction of AF recurrence and preliminarily developed and validated a radiomics nomogram for identifying patients who were at high risk of post-CA recurrence, which contributed to an appropriate management strategy for AF.
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Affiliation(s)
- Dongyan Zheng
- Department of Ultrasound, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Yueli Zhang
- Department of Ultrasound, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Dong Huang
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Man Wang
- Department of Ultrasound, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Ning Guo
- Department of Ultrasound, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Shu Zhu
- Department of Ultrasound, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Juanjuan Zhang
- Department of Cardiology, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Tao Ying
- Department of Ultrasound, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
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Papathanasiou KA, Vrachatis DA, Kazantzis D, Kossyvakis C, Giotaki SG, Deftereos G, Raisakis K, Kaoukis A, Avramides D, Lambadiari V, Siasos G, Deftereos S. Left atrial appendage morphofunctional indices could be predictive of arrhythmia recurrence post-atrial fibrillation ablation: a meta-analysis. Egypt Heart J 2023; 75:29. [PMID: 37079174 PMCID: PMC10119349 DOI: 10.1186/s43044-023-00356-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 04/14/2023] [Indexed: 04/21/2023] Open
Abstract
BACKGROUND Left atrium changes are implicated in atrial fibrillation (AF) substrate and are predictive of AF outcomes. Left atrial appendage (LAA) is an integral component of left atrial structure and could be affected by atrial cardiomyopathy. We aimed to elucidate the association between LAA indices and late arrhythmia recurrence after atrial fibrillation catheter ablation (AFCA). METHODS The MEDLINE database, ClinicalTrials.gov, medRxiv and Cochrane Library were searched for studies evaluating LAA and late arrhythmia recurrence in patients undergoing AFCA. Data were pooled by meta-analysis using a random-effects model. The primary endpoint was pre-ablation difference in LAA anatomic or functional indices. RESULTS A total of 34 studies were found eligible and five LAA indices were analyzed. LAA ejection fraction and LAA emptying velocity were significantly lower in patients with AF recurrence post-ablation [SMD = - 0.66; 95% CI (- 1.01, - 0.32) and SMD = - 0.56; 95% CI (- 0.73, - 0.40) respectively] as compared to arrhythmia free controls. LAA volume and LAA orifice area were significantly higher in patients with AF recurrence post-ablation (SMD = 0.51; 95% CI 0.35-0.67, and SMD = 0.35; 95% CI 0.20-0.49, respectively) as compared to arrhythmia free controls. LAA morphology was not predictive of AF recurrence post-ablation (chicken wing morphology; OR 1.27; 95% CI 0.79-2.02). Moderate statistical heterogeneity and small case-control studies are the main limitations of our meta-analysis. CONCLUSIONS Our findings suggest that LAA ejection fraction, LAA emptying velocity, LAA orifice area and LAA volume differ between patients suffering from arrhythmia recurrence post-ablation and arrhythmia free counterparts, while LAA morphology is not predictive of AF recurrence.
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Affiliation(s)
- Konstantinos A Papathanasiou
- Second Department of Cardiology, National and Kapodistrian University of Athens, Medical School, Attikon University Hospital, 1 Rimini Str., Chaidari, Attiki, 12462, Athens, Greece.
| | - Dimitrios A Vrachatis
- Second Department of Cardiology, National and Kapodistrian University of Athens, Medical School, Attikon University Hospital, 1 Rimini Str., Chaidari, Attiki, 12462, Athens, Greece
| | - Dimitrios Kazantzis
- Bristol Eye Hospital, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | - Sotiria G Giotaki
- Second Department of Cardiology, National and Kapodistrian University of Athens, Medical School, Attikon University Hospital, 1 Rimini Str., Chaidari, Attiki, 12462, Athens, Greece
| | - Gerasimos Deftereos
- Department of Cardiology, "G. Gennimatas" General Hospital of Athens, Athens, Greece
| | - Konstantinos Raisakis
- Department of Cardiology, "G. Gennimatas" General Hospital of Athens, Athens, Greece
| | - Andreas Kaoukis
- Department of Cardiology, "G. Gennimatas" General Hospital of Athens, Athens, Greece
| | - Dimitrios Avramides
- Department of Cardiology, "G. Gennimatas" General Hospital of Athens, Athens, Greece
| | - Vaia Lambadiari
- Second Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, Attikon University Hospital, 12462, Athens, Greece
| | - Gerasimos Siasos
- 3rd Department of Cardiology, National and Kapodistrian University of Athens, Medical School, Sotiria Chest Disease Hospital, Athens, Greece
| | - Spyridon Deftereos
- Second Department of Cardiology, National and Kapodistrian University of Athens, Medical School, Attikon University Hospital, 1 Rimini Str., Chaidari, Attiki, 12462, Athens, Greece
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Ito T, Suwa M. Assessment of left atrial appendage function by echocardiography. Heart Fail Rev 2023:10.1007/s10741-023-10298-2. [PMID: 36800057 DOI: 10.1007/s10741-023-10298-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/01/2023] [Indexed: 02/18/2023]
Abstract
The left atrial appendage (LAA) is considered not only to be the most frequent site of thrombus formation, but also to play a pivotal role in maintaining normal cardiac function. Transesophageal echocardiography (TEE) is widely used to assess LAA function. The LAA flow velocity has been used as a surrogate for LAA function, and it varies with multiple interrelated factors including age, hemodynamics, type of arrhythmia, and antiarrhythmic interventions. Relatively great importance of LAA function is involved with intraatrial thrombus formation and subsequent thromboembolism, and thus, understanding of characteristics and behaviors of the LAA under various clinical conditions may help determine strategies against atrial thrombosis. Also, techniques other than TEE-derived Doppler to assess LAA function, such as tissue Doppler imaging, have been proposed. In this review, we introduce clinical and echocardiographic correlates of LAA function, the LAA flow velocity in particular, its significance, and how to interpret functional patterns of the LAA each relevant to specific clinical settings.
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Affiliation(s)
- Takahide Ito
- Department of Cardiology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-Machi, Takatsuki, Osaka, 569-8686, Japan.
| | - Michihiro Suwa
- Cardiovascular Division, Hokusetsu General Hospital, Takatsuki, Japan
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Han S, Liu M, Jia R, Cen Z, Guo R, Liu G, Cui K. Left atrial appendage function and structure predictors of recurrent atrial fibrillation after catheter ablation: A meta-analysis of observational studies. Front Cardiovasc Med 2022; 9:1009494. [PMCID: PMC9632352 DOI: 10.3389/fcvm.2022.1009494] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/04/2022] [Indexed: 11/13/2022] Open
Abstract
Background The results of studies evaluating the left atrial appendage (LAA) function and structure as predictors of atrial fibrillation (AF) recurrence after catheter ablation (CA) are contradictory. Therefore, we performed a meta-analysis to assess whether the LAA function and structure can predict the recurrence of AF after CA. Methods The PubMed, EMBASE, Web of Science, and Cochrane library databases were used to conduct a comprehensive literature search. Finally, 37 studies encompassing 11 LAA parameters were included in this meta-analysis. Results Compared with those in the non-recurrence group, the recurrence group had increased LAA volume (SMD 0.53, 95% CI [0.36, 0.71] p < 0.00001), LAA volume index, LAA orifice area, and LAA orifice short/long axis and decreased LAA emptying flow velocity (SMD -0.54, 95% CI [-0.68, -0.40], P < 0.00001), LAA filling flow velocity, and LAA ejection fraction, while there was no significant difference in LAA morphology or LAA depth. Conclusion Large LAA structure of pre-ablation (LAA volume, orifice area, orifice long/short axis, and volume index) and decreased LAA function of pre-ablation (LAA emptying flow velocity, filling flow velocity, ejection fraction, and LASEC) increase the odds of AF recurrence after CA. Systematic review registration [https://www.crd.york.ac.uk/prospero/], identifier [CRD42022324533].
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Affiliation(s)
- Shaojie Han
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
| | - Ming Liu
- Interventional Operating Room, Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
| | - Ruikun Jia
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
| | - Zhifu Cen
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
| | - Ran Guo
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
| | - Guobin Liu
- Department of Cardiology, The First People’s Hospital of Jintang County, Chengdu, China
- *Correspondence: Guobin Liu,
| | - Kaijun Cui
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
- *Correspondence: Guobin Liu,
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Chen P, Shi Y, Ju J, Pan D, Miao L, Guo X, Chen Z, Du J. Left atrial appendage flow velocity predicts recurrence of atrial fibrillation after catheter ablation: A systematic review and meta-analysis. Front Cardiovasc Med 2022; 9:971848. [PMID: 36148065 PMCID: PMC9485569 DOI: 10.3389/fcvm.2022.971848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose There is increasing evidence that left atrial appendage flow velocity (LAAFV) is linked to the recurrence of atrial fibrillation (AF) after catheter ablation (CA), suggesting the potential predictable significance of LAAFV in this setting. We performed a systematic review and meta-analysis to assess whether LAAFV is association with AF recurrence after CA. Methods Up to May 1, 2022, six databases (PubMed, EMBASE, Web of Science, Cochrane Library, Scopus, and CINAHL) were searched for literature reporting the association between LAAFV and AF recurrence after CA. All statistical analyses were carried out using STATA version 16 software. Heterogeneity was determined by the Cochrane’s Q test and I2 statistics. The Newcastle-Ottawa Scale (NOS) was used to assess the methodological quality of each included study, and the Grading of Recommendations Assessment, Development and Evaluation (GRADE) method was adopted to evaluate the quality of evidence. Result Sixteen studies with 5,006 AF patients after CA (1,479 patients with AF recurrence, 3,527 without AF recurrence) were included in the meta-analysis. The meta-analysis of 15 studies (16 data sets) showed that patients with recurrence exhibited lower LAAFV values than those without recurrence [standardized mean difference (SMD): −0.65, 95% CI: −0.88 to −0.42, P < 0.01]. Moreover, we evaluated the association of LAAFV and the risk of AF recurrence after CA. Nine studies (11 data sets) defined LAAFV as continuous variables, and the pooled analysis suggested that for every 1 cm/s rise in LAAFV values, the risk of AF recurrence after CA decreased by 3% [Odds Ratio (OR): 0.97, 95% CI: 0.95 to 0.99, P < 0.01]. Seven studies defined LAAFV as categorical variables, and the pooled analysis showed that lower LAAFV were associated with an increased risk of AF recurrence after CA [OR: 2.28, 95% CI: 1.46 to 3.57, P < 0.01]. The subgroup analyses showed that the association between LAAFV and AF recurrence after CA was not significantly affected by the AF type and ablation procedure. The NOS indicated that included studies were moderate to high quality, while the GRADE assessment suggested a low certainty of the evidence. Conclusion Lower LAAFV may be associated with an increased risk of AF recurrence after CA. Further studies with well designed and randomized studies for LAAFV should be conducted. Systematic review registration [https://www.crd.york.ac.uk/PROSPERO/], identifier [CRD42022333627].
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Affiliation(s)
- Pengfei Chen
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yujiao Shi
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Jianqing Ju
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Cardiovascular Diseases Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Deng Pan
- Beijing University of Traditional Chinese Medicine, Beijing, China
| | - Lina Miao
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Beijing University of Traditional Chinese Medicine, Beijing, China
| | - Xiaolin Guo
- Shanxi University of Traditional Chinese Medicine, Taiyuan, China
| | - Zhuhong Chen
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Cardiovascular Diseases Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- *Correspondence: Zhuhong Chen,
| | - Jianpeng Du
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Cardiovascular Diseases Center, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Jianpeng Du,
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