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Comparison of Extrastimulus Pacing Strategies for the Detection of Arrhythmogenic Substrate for Ventricular Tachycardia: Insights From a Porcine Ischemia-Reperfusion Injury Model. 检测室性心动过速致心律失常底物的刺激外起搏策略的比较:来自猪缺血-再灌注损伤模型的见解。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-25 DOI: 10.1161/CIRCEP.125.013902
Ashwin Bhaskaran, Tejas Deshmukh, Dinesh Selvakumar, Richard Bennett, Samual Turnbull, Timothy G Campbell, Yasuhito Kotake, Michael A Barry, Juntang Lu, Lachlan Pearson, Eddy Kizana, James J H Chong, Saurabh Kumar

Background: Multiple extrastimulus (ES) pacing protocols exist for ventricular substrate mapping. Despite being increasingly adopted in clinical practice, direct protocol comparisons have been limited. This study aims to compare the substrate delineation and mapping efficiency of right ventricular pacing+ES (RVp+ES) and sensed ES pacing strategies in a large animal ischemia-reperfusion injury model.

Methods: Four swine underwent 90-minute balloon occlusion of the mid-left anterior descending artery, followed by late gadolinium-enhanced cardiac magnetic resonance between days 30 and 58 and invasive electroanatomic mapping. Late gadolinium-enhanced cardiac magnetic resonances were segmented for scar topography and border zone channel geometry.

Results: Sensed ES substrate maps had greater point density (12.90±4.20 pts/cm2 versus 5.75±0.52 pts/cm2; P=0.032) and faster acquisition (113.71±22.38 s/pt per cm2 versus 228.57±77.30 s/pt per cm2; P=0.027) than RVp+ES. Despite this, RVp+ES substrate maps had greater uncovering of split potentials within border zone channels (76.5% [15.4%-95.5%] versus 16.7% [0%-52.9%]; P=0.028), higher sensitivity (53% versus 30%), and similarly high specificity (91% versus 93%) than sensed ES, as well as better visual correlation on decrement-evoked potential maps. Bipolar voltage in sinus rhythm and RVp did not reliably predict tissue response to ES, with 46% to 57% of split potentials within border zone channels arising from seemingly normal voltage (≥1.5 mV).

Conclusions: RVp+ES is more sensitive than sensed ES and highly specific for the detection of late gadolinium-enhanced cardiac magnetic resonance border zone channels postmyocardial infarct.

背景:存在多种心室底物定位的外刺激起搏方案。尽管在临床实践中越来越多地采用,但直接的方案比较仍然有限。本研究旨在比较大动物缺血再灌注损伤模型中右室起搏+ES (RVp+ES)和感测ES起搏策略的底物描绘和作图效率。方法:对4头猪进行90分钟左前降支球囊闭塞术,第30 ~ 58天进行晚期钆增强心脏磁共振和有创电解剖作图。晚期钆增强心脏磁共振被分割成疤痕地形和边界带通道几何形状。结果:与RVp+ES相比,传感ES底物图谱的点密度更高(12.90±4.20 pts/cm2比5.75±0.52 pts/cm2, P=0.032),采集速度更快(113.71±22.38 s/pt /cm2比228.57±77.30 s/pt /cm2, P=0.027)。尽管如此,RVp+ES底物图在边界区通道内具有更大的分裂电位揭示(76.5%[15.4%-95.5%]对16.7% [0%-52.9%];P=0.028),更高的灵敏度(53%对30%)和同样高的特异性(91%对93%),并且在减少诱发电位图上具有更好的视觉相关性。窦性心律和RVp的双极电压不能可靠地预测组织对ES的反应,边界区通道内46%至57%的分裂电位来自看似正常的电压(≥1.5 mV)。结论:RVp+ES对心肌梗死后晚期钆增强心脏磁共振边界带通道的检测灵敏度高于感测ES,且具有高度特异性。
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引用次数: 0
Rapid Electrocardiographic Protocol for Identifying Ventricular Arrhythmias From Specific Sites of the Right Coronary Cusp. 从右冠状动脉尖的特定部位快速识别室性心律失常的心电图方案。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-30 DOI: 10.1161/CIRCEP.124.012936
Cheng Zheng, Wu-Min Hu, Wei-Qian Lin, Yi-Fan Lin, Jia-Meng Shao, Bing Shen, Rong-Hua Liu, Xiao Lu, Guo-Juan Xu, Lucia D'Angelo, Shea Michaela James, Jia-Feng Lin
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引用次数: 0
Efficacy of Low-Voltage-Area Ablation Is Enhanced in Patients With Advanced Left Atrial Enlargement: A Subanalysis of the SUPPRESS-AF Trial. 低压区域消融对晚期左房增大患者的疗效增强:抑制房颤试验的亚分析
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-26 DOI: 10.1161/CIRCEP.125.014210
Masaharu Masuda, Yasuhiro Matsuda, Hiroyuki Uematsu, Hirotaka Ooka, Satoshi Kudo, Mizuki Ochi, Toshiaki Mano, Akihiro Sunaga, Nobuaki Tanaka, Tetsuya Watanabe, Hitoshi Minamiguchi, Yasuyuki Egami, Takafumi Oka, Tomoko Minamisaka, Takashi Kanda, Masato Okada, Masato Kawasaki, Koji Tanaka, Nobuhiko Makino, Hirota Kida, Shungo Hikoso, Tomoharu Dohi, Koichi Inoue, Yohei Sotomi, Yasushi Sakata

Background: In the randomized controlled SUPPRESS-AF trial (Efficacy and Safety of Left Atrial Low-voltage Area Guided Ablation for Recurrence Prevention Compared to Pulmonary Vein Isolation Alone in Patients with Persistent Atrial Fibrillation), the efficacy of low-voltage-area (LVA) ablation was highly dependent on the degree of atrial remodeling, while the efficacy was not statistically significant in total patients. This subanalysis of the SUPPRESS-AF trial aimed to compare the efficacy of LVA ablation in patient groups classified by left atrial diameter (LAD), which is a commonly used atrial remodeling index.

Methods: The SUPPRESS-AF trial included patients with persistent AF and left atrial LVAs, and compared rhythm outcomes between patients randomized to undergo pulmonary vein isolation (PVI) followed by left atrial LVA ablation group (n=170) or PVI-alone group (n=172). In this post hoc subanalysis, patients in each of the 2 randomly allocated groups were further divided into 2 groups using a median LAD of 44 mm.

Results: Atrial fibrillation or atrial tachycardia recurrence-free rates did not differ between patients with LAD>44 mm and ≤44 mm (60.1% versus 53.7%; P=0.261). Among patients with a LAD>44 mm, the LVA ablation group demonstrated a higher atrial fibrillation or atrial tachycardia-recurrence-free rate than the PVI-alone group (62.5% versus 43.4%; P=0.016). In contrast, no difference in atrial fibrillation or atrial tachycardia recurrence-free rate was found between the 2 groups of patients with a LAD≤44 mm (60.8% versus 59.6%; P=0.986).

Conclusions: The efficacy of LVA ablation in addition to PVI for the treatment of persistent AF was more pronounced in patients with a large left atrium.

Registration: URL: https://www.umin.ac.jp/ctr; Unique identifier: UMIN000035940.

背景:在随机对照SUPPRESS-AF试验中,低电压区(LVA)消融的疗效高度依赖于心房重构的程度,但总患者的疗效无统计学意义。这项对SUPPRESS-AF试验的亚分析旨在比较LVA消融在按左房直径(LAD)分类的患者组中的疗效,LAD是常用的心房重构指标。方法:SUPPRESS-AF试验纳入了持续性房颤和左房LVA患者,并比较随机分为肺静脉隔离(PVI)后左房LVA消融组(n=170)和单独PVI组(n=172)的患者的心律结局。在这项事后亚分析中,随机分配的两组患者分别被进一步分为中位LAD为44 mm的两组。结果:LAD为bbb44 mm和≤44 mm的患者心房颤动或房性心动过速无复发率无差异(60.1% vs 53.7%; P=0.261)。在LAD bbb44 mm的患者中,LVA消融组房颤或房性心动过速无复发率高于单独pvi组(62.5% vs 43.4%; P=0.016)。而LAD≤44 mm两组患者房颤、房速无复发率无差异(60.8% vs 59.6%, P=0.986)。结论:左心房大的患者,LVA消融加PVI消融治疗持续性房颤的疗效更为显著。注册:网址:https://www.umin.ac.jp/ctr;唯一标识符:UMIN000035940。
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引用次数: 0
Prevalence and Clinical Course of Suspected Acute Pericarditis Following Atrial Pulsed-Field Ablation. 心房脉冲场消融后疑似急性心包炎的发病率及临床病程。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-26 DOI: 10.1161/CIRCEP.125.014263
Aleksandar Izda, Anika Sonig, Alyson Brown, Erin Capodanno, Maria Matteo, Bryan Baranowski, Mandeep Bhargava, Thomas D Callahan, Thomas J Dresing, Koji Higuchi, Ayman Hussein, Mohamed Kanj, Arshneel Kochar, Robert A Koeth, Justin Z Lee, David O Martin, Shady Nakhla, Walid I Saliba, Tyler Taigen, Niraj Varma, Oussama Wazni, Pasquale Santangeli, Mina K Chung, Jakub Sroubek
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引用次数: 0
Inhibition of Satellite Glial Cell Activation in Stellate Ganglia Prevents Ventricular Arrhythmogenesis and Remodeling After Myocardial Infarction. 抑制星状神经节星状胶质细胞活化防止心肌梗死后室性心律失常发生和重构。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-30 DOI: 10.1161/CIRCEP.125.013866
Zhen Zhou, Hanyu Zhang, Hongbo Xiong, Ke-Qiong Deng, Meng Zheng, Yongkang Zhang, Zhendong Xu, Ruifeng Tian, Tong Zhang, Xiangjie Kong, Yingying Hu, Yinhua Luo, Huanhuan Cai, Di Fan, Qing K Wang, Bo He, Qiongxin Wang, Zhibing Lu

Background: Hyperactivity of sympathetic neurons in the stellate ganglia (SG) contributes to ventricular arrhythmias and remodeling postmyocardial infarction (MI). However, the role of satellite glial cells (SGCs) surrounding the neurons in this process remains unknown.

Methods: SGC-specific chemogenetic manipulation was locally applied to modulate SG-SGC activity dual-directionally in the rats with naïve or infarcted hearts. Subsequently, cardiac sympathetic neural activity and ventricular electrophysiological stability in response to stimulation were evaluated, as well as cardiac neural and structural remodeling post-MI. SG bulk RNA sequencing and the interaction between SGCs and sympathetic neurons isolated from SG were used to explore the underpinning mechanisms.

Results: SG-SGC excitation increased SG neural activity and ventricular electrophysiological instability in rats with naïve hearts, whereas its inhibition influenced none of the above under physiological conditions. Of note, 2-hour-MI provoked SG-SGC activation that positively correlated with cardiac sympathetic neurotransmitter (norepinephrine) release. Accordingly, SGC activation in the SG enhanced cardiac sympathetic hyperactivity 2 hours post-MI, whereas SG-SGC inhibition suppressed MI-induced cardiac sympathetic hyperexcitability. Moreover, the persistent inhibition of SG-SGCs improved ventricular remodeling and dysfunction, alleviated SG and ventricular sympathetic nerve sprouting 7 days post-MI. In addition, the bulk RNA sequencing with SG and pharmacological purinergic P2Y1R (P2Y1 receptor) blockage indicated that P2Y1R/IGFBP2 (insulin-like growth factor-binding protein 2) signaling mediated the effects of SG-SGC activation on cardiac sympathetic hyperexcitability post-MI, and IGFBP2 bridged the interaction between the neurons and surrounding SGCs.

Conclusions: SGC inhibition in SG rectifies cardiac sympathetic hyperactivity, stabilizes ventricular electrophysiological properties, and alleviates cardiac structural and neural remodeling post-MI, thereby preventing ventricular arrhythmias and cardiac dysfunction. Neuromodulation targeting SG-SGCs exhibits a safe and fruitful strategy for the treatment of MI.

背景:星状神经节(SG)交感神经元的过度活跃有助于心梗后室性心律失常和重构。然而,神经元周围的卫星胶质细胞(sgc)在这一过程中的作用尚不清楚。方法:局部应用sgc特异性化学发生操作,双向调节naïve或梗死大鼠sgc - sgc活性。随后,评估心脏交感神经活动和心室电生理稳定性对刺激的反应,以及心肌梗死后心脏神经和结构重构。研究人员利用SG大量RNA测序和SGCs与交感神经元之间的相互作用来探索其潜在机制。结果:SG- sgc兴奋增加naïve心脏大鼠SG神经活动和心室电生理不稳定性,而其抑制在生理条件下对上述均无影响。值得注意的是,2小时心肌梗死引起的SG-SGC激活与心脏交感神经递质(去甲肾上腺素)释放呈正相关。因此,心肌梗死后2小时,SG-SGC激活增强心脏交感神经亢进,而SG-SGC抑制心肌梗死诱导的心脏交感神经亢进。此外,心肌梗死后7天,SG- sgcs的持续抑制改善了心室重塑和功能障碍,减轻了SG和心室交感神经的萌芽。此外,SG和药理嘌呤能P2Y1R (P2Y1受体)阻断的大量RNA测序表明,P2Y1R/IGFBP2(胰岛素样生长因子结合蛋白2)信号通路介导了心肌梗死后SG- sgc激活对心脏交感神经细胞高兴奋性的影响,IGFBP2在神经元与周围SGCs之间的相互作用中架起了桥梁。结论:SG抑制SGC可纠正心脏交感神经亢进,稳定心室电生理特性,减轻心肌梗死后心脏结构和神经重构,从而预防室性心律失常和心功能障碍。以sgg - sgcs为目标的神经调节是治疗心肌梗死的一种安全有效的策略。
{"title":"Inhibition of Satellite Glial Cell Activation in Stellate Ganglia Prevents Ventricular Arrhythmogenesis and Remodeling After Myocardial Infarction.","authors":"Zhen Zhou, Hanyu Zhang, Hongbo Xiong, Ke-Qiong Deng, Meng Zheng, Yongkang Zhang, Zhendong Xu, Ruifeng Tian, Tong Zhang, Xiangjie Kong, Yingying Hu, Yinhua Luo, Huanhuan Cai, Di Fan, Qing K Wang, Bo He, Qiongxin Wang, Zhibing Lu","doi":"10.1161/CIRCEP.125.013866","DOIUrl":"10.1161/CIRCEP.125.013866","url":null,"abstract":"<p><strong>Background: </strong>Hyperactivity of sympathetic neurons in the stellate ganglia (SG) contributes to ventricular arrhythmias and remodeling postmyocardial infarction (MI). However, the role of satellite glial cells (SGCs) surrounding the neurons in this process remains unknown.</p><p><strong>Methods: </strong>SGC-specific chemogenetic manipulation was locally applied to modulate SG-SGC activity dual-directionally in the rats with naïve or infarcted hearts. Subsequently, cardiac sympathetic neural activity and ventricular electrophysiological stability in response to stimulation were evaluated, as well as cardiac neural and structural remodeling post-MI. SG bulk RNA sequencing and the interaction between SGCs and sympathetic neurons isolated from SG were used to explore the underpinning mechanisms.</p><p><strong>Results: </strong>SG-SGC excitation increased SG neural activity and ventricular electrophysiological instability in rats with naïve hearts, whereas its inhibition influenced none of the above under physiological conditions. Of note, 2-hour-MI provoked SG-SGC activation that positively correlated with cardiac sympathetic neurotransmitter (norepinephrine) release. Accordingly, SGC activation in the SG enhanced cardiac sympathetic hyperactivity 2 hours post-MI, whereas SG-SGC inhibition suppressed MI-induced cardiac sympathetic hyperexcitability. Moreover, the persistent inhibition of SG-SGCs improved ventricular remodeling and dysfunction, alleviated SG and ventricular sympathetic nerve sprouting 7 days post-MI. In addition, the bulk RNA sequencing with SG and pharmacological purinergic P2Y1R (P2Y1 receptor) blockage indicated that P2Y1R/IGFBP2 (insulin-like growth factor-binding protein 2) signaling mediated the effects of SG-SGC activation on cardiac sympathetic hyperexcitability post-MI, and IGFBP2 bridged the interaction between the neurons and surrounding SGCs.</p><p><strong>Conclusions: </strong>SGC inhibition in SG rectifies cardiac sympathetic hyperactivity, stabilizes ventricular electrophysiological properties, and alleviates cardiac structural and neural remodeling post-MI, thereby preventing ventricular arrhythmias and cardiac dysfunction. Neuromodulation targeting SG-SGCs exhibits a safe and fruitful strategy for the treatment of MI.</p>","PeriodicalId":10319,"journal":{"name":"Circulation. Arrhythmia and electrophysiology","volume":" ","pages":"e013866"},"PeriodicalIF":9.8,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145191195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Left Atrial Thrombus Occurring in Sinus Rhythm: Role of Variants of the Atrial Septum. 窦性心律左房血栓:房间隔变异的作用。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-25 DOI: 10.1161/CIRCEP.125.014050
Ratnasari Padang, Lawrence J Sinak, Subramaniam C Krishnan
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引用次数: 0
Vagal Influence on Atrial Electrograms: Differentiating Functional and Structural Fragmentation in Ganglionated Plexi Regions. 迷走神经对心房电图的影响:区分神经节丛区域的功能和结构碎片。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-25 DOI: 10.1161/CIRCEP.125.014122
Andrea Giomi, Andrea Bernardini, Alessandro Paoletti Perini, Margherita Padeletti, Cristiano Salvatore Zaccaria, Davide Ciliberti, Federica Michelotti, Umberto Signorini, Massimo Milli
{"title":"Vagal Influence on Atrial Electrograms: Differentiating Functional and Structural Fragmentation in Ganglionated Plexi Regions.","authors":"Andrea Giomi, Andrea Bernardini, Alessandro Paoletti Perini, Margherita Padeletti, Cristiano Salvatore Zaccaria, Davide Ciliberti, Federica Michelotti, Umberto Signorini, Massimo Milli","doi":"10.1161/CIRCEP.125.014122","DOIUrl":"10.1161/CIRCEP.125.014122","url":null,"abstract":"","PeriodicalId":10319,"journal":{"name":"Circulation. Arrhythmia and electrophysiology","volume":" ","pages":"e014122"},"PeriodicalIF":9.8,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145136684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence and Clinical Impact of Postural Orthostatic Tachycardia Syndrome in Highly Symptomatic Long COVID. 高症状长冠肺炎患者体位性心动过速综合征患病率及临床影响
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-30 DOI: 10.1161/CIRCEP.124.013629
Mikael Björnson, Klara Wijnbladh, Anna Törnberg, Anna Svensson-Raskh, Annie Svensson, Marcus Ståhlberg, Michael Runold, Artur Fedorowski, Malin Nygren-Bonnier, Judith Bruchfeld

Background: The incidence of postural orthostatic tachycardia syndrome (POTS) in long COVID has been a growing concern since the first cases were reported in 2021. The aim of this study was to assess the prevalence and clinical impact of POTS in a series of well-characterized patients with long COVID.

Methods: We prospectively analyzed 467 nonhospitalized, highly symptomatic (sick leave ≥50%) patients with long COVID, and studied differences in demographics and clinical assessment outcomes between those diagnosed with POTS and the remaining long COVID patients. Examinations were performed at a median of 12 months after acute COVID-19, followed by a cardiologist evaluation with 48-hour ECG, head-up tilt test, and Active Stand Test for those with clinically suspected POTS.

Results: Of all long COVID patients, 143 (31%) were diagnosed with POTS, 128 (27%) did not fulfill POTS criteria, while 196 (42%) had no clinical signs of POTS. Patients with POTS were younger (mean age, 40.0 versus 44.0 versus 47.0 years, respectively; P≤0.001) and predominantly female (91%). They had significantly lower physical activity compared with the other 2 groups, as measured with the Frändin-Grimby scale (P=0.001). Heart rates during the 6-minute walk test were significantly higher in the POTS group, both during walking and at rest afterward, with a significantly shorter walking distance (448 m versus 472 m versus 509 m, respectively; P≤0.001). However, the distribution of symptoms showed no significant differences between the groups.

Conclusions: In this cohort of predominantly younger women with highly symptomatic long COVID, POTS is common and presents with overlapping symptoms between POTS and non-POTS patients. Long COVID POTS confers lower physical activity and capacity compared with non-POTS long COVID and should be systematically assessed in this condition.

背景:自2021年首次报道病例以来,长期COVID的体位性站立性心动过速综合征(POTS)的发病率越来越受到关注。本研究的目的是评估一系列具有良好特征的长COVID患者中POTS的患病率和临床影响。方法:前瞻性分析467例未住院、高症状(病假≥50%)长COVID患者,研究诊断为POTS的患者与剩余长COVID患者在人口统计学和临床评估结果方面的差异。在COVID-19急性发作后的中位12个月进行检查,然后对临床怀疑患有POTS的患者进行48小时ECG、平视倾斜试验和主动站立试验的心脏病专家评估。结果:在所有长COVID患者中,诊断为POTS的143例(31%),不符合POTS标准的128例(27%),无POTS临床症状的196例(42%)。POTS患者较年轻(平均年龄分别为40.0岁、44.0岁和47.0岁,P≤0.001),且以女性为主(91%)。与其他两组相比,他们的体力活动明显较低,用Frändin-Grimby量表测量(P=0.001)。在6分钟步行测试中,POTS组的心率显著高于步行和休息时,步行距离显著缩短(分别为448 m、472 m和509 m, P≤0.001)。然而,症状的分布在两组之间没有显着差异。结论:在这个以年轻女性为主的长冠状病毒高症状队列中,POTS很常见,并且在POTS患者和非POTS患者之间表现出重叠的症状。与非长冠肺炎相比,长冠肺炎患者的身体活动和能力较低,应在这种情况下进行系统评估。
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引用次数: 0
Prediction of Atrial Fibrillation From the ECG in the Community Using Deep Learning: A Multinational Study. 利用深度学习从社区心电图预测房颤:一项跨国研究。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-30 DOI: 10.1161/CIRCEP.125.013734
Luisa C C Brant, Antônio H Ribeiro, Oseiwe B Eromosele, Marcelo M Pinto-Filho, Sandhi M Barreto, Bruce B Duncan, Martin G Larson, Emelia J Benjamin, Antonio L P Ribeiro, Honghuang Lin

Background: We aimed to refine and validate a deep neural network model from the ECG to predict atrial fibrillation (AF) risk, using samples from diverse backgrounds: the Framingham Heart Study (FHS), UK Biobank, and Estudo Longitudinal da Saúde do Adulto (ELSA-Brasil). We compared the model's performance to the clinical Cohorts for Heart and Aging Research in Genomic Epidemiology consortium (CHARGE-AF) risk score and evaluated the association with other cardiovascular outcomes.

Methods: The ECG-derived deep-learning prediction of AF (ECG-AF) model was refined using 60% of FHS samples free of AF. Its performance was then tested in the remaining FHS samples, UK Biobank, and ELSA-Brasil, with discrimination assessed by the area under the receiver operating characteristic curve. The association of ECG-AF with cardiovascular outcomes was assessed using Cox proportional hazards models.

Results: The study sample included 10 097 FHS participants (mean age 53±12 years; 54.9% women), 49 280 participants from the UK Biobank (mean age 64±8 years, 47.9% women), and 12 284 participants from ELSA-Brasil (mean age 53±8 years, 54.7% women). The ECG-AF model showed moderate discrimination for incident AF (area under the curve, 0.82 [95% CI, 0.80-0.84]) in the FHS, comparable to the CHARGE-AF score (area under the curve, 0.83 [95% CI, 0.81-0.85]), and incremental when combined (area under the curve, 0.85 [95% CI, 0.83-0.87]). In UK Biobank and ELSA-Brasil, combining ECG-AF and CHARGE also improved prediction. Higher ECG-AF scores were associated with increased risks of heart failure, myocardial infarction, stroke, and all-cause mortality in all 3 cohorts.

Conclusions: In multinational cohort studies, the single-input ECG-AF deep neural network model demonstrated good performance in predicting AF and other cardiovascular outcomes, comparable to a multivariable clinical risk score, with improved performance when combined.

背景:我们旨在完善和验证来自ECG的深度神经网络模型来预测房颤(AF)风险,使用来自不同背景的样本:弗雷明汉心脏研究(FHS),英国生物银行和Estudo Longitudinal da Saúde do Adulto (ELSA-Brasil)。我们将该模型的表现与基因组流行病学联盟(CHARGE-AF)心脏与衰老研究临床队列的风险评分进行了比较,并评估了与其他心血管结局的关联。方法:使用60%不含房颤的FHS样本对心电图衍生的房颤深度学习预测(ECG-AF)模型进行改进。然后在剩余的FHS样本、UK Biobank和ELSA-Brasil中测试其性能,并通过受试者工作特征曲线下面积评估其辨识度。使用Cox比例风险模型评估ECG-AF与心血管结局的关系。结果:研究样本包括10097名FHS参与者(平均年龄53±12岁,女性占54.9%),49280名来自英国生物银行的参与者(平均年龄64±8岁,女性占47.9%),以及12284名来自ELSA-Brasil的参与者(平均年龄53±8岁,女性占54.7%)。ECG-AF模型在FHS中对事件AF(曲线下面积,0.82 [95% CI, 0.80-0.84])表现出中等程度的区分,与CHARGE-AF评分(曲线下面积,0.83 [95% CI, 0.81-0.85])相当,在合并时表现出增加(曲线下面积,0.85 [95% CI, 0.83-0.87])。在UK Biobank和ELSA-Brasil,结合ECG-AF和CHARGE也提高了预测。在所有3个队列中,较高的ECG-AF评分与心力衰竭、心肌梗死、中风和全因死亡率的风险增加相关。结论:在多国队列研究中,单输入ECG-AF深度神经网络模型在预测房颤和其他心血管结局方面表现良好,可与多变量临床风险评分相媲美,并在联合使用时表现更好。
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引用次数: 0
Mexiletine as Adjunctive Therapy in Atrial Fibrillation Following Dofetilide Treatment Failure. 美西汀在多非利特治疗失败后房颤的辅助治疗。
IF 9.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-10-01 Epub Date: 2025-09-25 DOI: 10.1161/CIRCEP.125.014055
Carlos Ceron, Raj Dalsania, Farid Farkouh, Jianzeng Dong, Gan-Xin Yan
{"title":"Mexiletine as Adjunctive Therapy in Atrial Fibrillation Following Dofetilide Treatment Failure.","authors":"Carlos Ceron, Raj Dalsania, Farid Farkouh, Jianzeng Dong, Gan-Xin Yan","doi":"10.1161/CIRCEP.125.014055","DOIUrl":"10.1161/CIRCEP.125.014055","url":null,"abstract":"","PeriodicalId":10319,"journal":{"name":"Circulation. Arrhythmia and electrophysiology","volume":" ","pages":"e014055"},"PeriodicalIF":9.8,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145136614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Circulation. Arrhythmia and electrophysiology
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