Background: One of the challenges encountered when extracting transvenous leads with long dwell times is the presence of dense calcifications encasing the leads. This is the most likely reason for failure to advance a laser extraction sheath. The Shockwave intravascular lithotripsy (IVL) device is an angioplasty balloon that delivers intravascular lithotripsy and fractures calcified lesions in the vasculature, approved for use in coronary and arterial angioplasty. It has also been reported as an adjunctive tool in transvenous lead extraction.
Objective: To report the Vanderbilt University Medical Center experience using Shockwave(r) Lithotripsy in the extraction of very old leads.
Methods: We report procedural outcomes in this retrospective single-center series of 24 patients in whom IVL was performed for pretreatment before lead extraction. To use the shockwave balloon, one must have venous access along the path of the leads. In some cases, there was venous access, and in others, a lower-risk lead was extracted first to allow for the passage of the Shockwave balloon. After IVL pretreatment, leads were extracted using conventional laser and, when necessary, mechanical tools.
Results: Forty-nine total leads were extracted, with a median of 2 leads per patient and median dwell time of 16 years with a range of 4-36 years. All transvenous leads were successfully removed, and there were no significant complications. An excimer laser system (Philips, Inc.) was utilized for extraction in all cases, with a median sheath size of 14 Fr. Despite long dwell times, mechanical extraction tools were only required in 6 (12%) of the leads.
Conclusion: Our experience contributes to the growing body of data supporting the use of Shockwave IVL as an adjunctive measure during extraction of calcified leads with long dwell time.
{"title":"Intravascular Lithotripsy to Facilitate Extraction of Very Old Cardiac Implantable Electronic Devices Leads.","authors":"Jamie Kowal, Travis Richardson, George H Crossley","doi":"10.1111/jce.70280","DOIUrl":"https://doi.org/10.1111/jce.70280","url":null,"abstract":"<p><strong>Background: </strong>One of the challenges encountered when extracting transvenous leads with long dwell times is the presence of dense calcifications encasing the leads. This is the most likely reason for failure to advance a laser extraction sheath. The Shockwave intravascular lithotripsy (IVL) device is an angioplasty balloon that delivers intravascular lithotripsy and fractures calcified lesions in the vasculature, approved for use in coronary and arterial angioplasty. It has also been reported as an adjunctive tool in transvenous lead extraction.</p><p><strong>Objective: </strong>To report the Vanderbilt University Medical Center experience using Shockwave(r) Lithotripsy in the extraction of very old leads.</p><p><strong>Methods: </strong>We report procedural outcomes in this retrospective single-center series of 24 patients in whom IVL was performed for pretreatment before lead extraction. To use the shockwave balloon, one must have venous access along the path of the leads. In some cases, there was venous access, and in others, a lower-risk lead was extracted first to allow for the passage of the Shockwave balloon. After IVL pretreatment, leads were extracted using conventional laser and, when necessary, mechanical tools.</p><p><strong>Results: </strong>Forty-nine total leads were extracted, with a median of 2 leads per patient and median dwell time of 16 years with a range of 4-36 years. All transvenous leads were successfully removed, and there were no significant complications. An excimer laser system (Philips, Inc.) was utilized for extraction in all cases, with a median sheath size of 14 Fr. Despite long dwell times, mechanical extraction tools were only required in 6 (12%) of the leads.</p><p><strong>Conclusion: </strong>Our experience contributes to the growing body of data supporting the use of Shockwave IVL as an adjunctive measure during extraction of calcified leads with long dwell time.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-12-16DOI: 10.1111/jce.70232
Birju R Rao, Vardhmaan Jain, Miguel A Leal, Neal K Bhatia, Mikhael F El Chami, Faisal M Merchant
Background: Patients with end-stage renal disease (ESRD) on hemodialysis are at increased risk for bacteremia, which may necessitate transvenous lead extraction (TLE) if a cardiac implantable electronic device (CIED) is present. Most data on outcomes of TLE in ESRD come from small, single-center studies.
Methods: The National Inpatient Sample database was analyzed to identify hospitalizations where patients underwent TLE between 2016 and 2021. Baseline demographics, comorbidities, and outcomes were stratified by history of ESRD.
Results: We identified 98 115 weighted hospitalizations where patients underwent TLE, of which 5005 (5%) had a history of ESRD. Patients with ESRD were younger and had a higher prevalence of comorbidities including congestive heart failure, diabetes, hypertension, and liver dysfunction. Compared to those without ESRD, in-hospital mortality was significantly higher in patients with ESRD undergoing TLE (10.4% vs. 2.5%, p < 0.001). The incidence of vascular complications (including superior vena cava perforation) and cardiogenic shock was also higher in patients with ESRD, as was the length of stay and total hospitalization cost. Even after adjustment for baseline differences, in-hospital mortality after TLE remained significantly higher in patients with ESRD (adjusted odds ratio [ORs] 2.1, 95% confidence interval 1.6-2.7).
Conclusion: In a nationally representative cohort, unadjusted in-hospital mortality among patients with ESRD undergoing TLE is over 10%, and even after adjustment for covariates, patients with ESRD were more than twice as likely to die in the hospital compared to non-ESRD patients undergoing TLE. The increased availability of CIEDs without transvenous hardware may mitigate some of the long-term burden of device implantation in patients with ESRD.
{"title":"Outcomes of Transvenous Lead Extraction in Patients With End-Stage Renal Disease.","authors":"Birju R Rao, Vardhmaan Jain, Miguel A Leal, Neal K Bhatia, Mikhael F El Chami, Faisal M Merchant","doi":"10.1111/jce.70232","DOIUrl":"10.1111/jce.70232","url":null,"abstract":"<p><strong>Background: </strong>Patients with end-stage renal disease (ESRD) on hemodialysis are at increased risk for bacteremia, which may necessitate transvenous lead extraction (TLE) if a cardiac implantable electronic device (CIED) is present. Most data on outcomes of TLE in ESRD come from small, single-center studies.</p><p><strong>Methods: </strong>The National Inpatient Sample database was analyzed to identify hospitalizations where patients underwent TLE between 2016 and 2021. Baseline demographics, comorbidities, and outcomes were stratified by history of ESRD.</p><p><strong>Results: </strong>We identified 98 115 weighted hospitalizations where patients underwent TLE, of which 5005 (5%) had a history of ESRD. Patients with ESRD were younger and had a higher prevalence of comorbidities including congestive heart failure, diabetes, hypertension, and liver dysfunction. Compared to those without ESRD, in-hospital mortality was significantly higher in patients with ESRD undergoing TLE (10.4% vs. 2.5%, p < 0.001). The incidence of vascular complications (including superior vena cava perforation) and cardiogenic shock was also higher in patients with ESRD, as was the length of stay and total hospitalization cost. Even after adjustment for baseline differences, in-hospital mortality after TLE remained significantly higher in patients with ESRD (adjusted odds ratio [ORs] 2.1, 95% confidence interval 1.6-2.7).</p><p><strong>Conclusion: </strong>In a nationally representative cohort, unadjusted in-hospital mortality among patients with ESRD undergoing TLE is over 10%, and even after adjustment for covariates, patients with ESRD were more than twice as likely to die in the hospital compared to non-ESRD patients undergoing TLE. The increased availability of CIEDs without transvenous hardware may mitigate some of the long-term burden of device implantation in patients with ESRD.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":"420-423"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p>The study of atrial fibrillation (AF) mechanisms represents one of the most formidable challenges in modern cardiac electrophysiology. For decades, the field has grappled with the extraordinary complexity of this arrhythmia, seeking conceptual frameworks that might illuminate its chaotic electrical dynamics [<span>1, 2</span>]. For more than a century [<span>3, 4</span>], the mechanisms underlying atrial fibrillation have remained a subject of intense debate, with multiple competing hypotheses proposed and none achieving universal acceptance. Classical concepts include (1) rapidly firing automatic foci [<span>5, 6</span>]. (2) A localized, rapidly discharging reentrant circuit producing fibrillatory conduction [<span>7, 8</span>]. (3) Multiple unstable reentrant wavelets meandering through atrial tissue [<span>2, 9</span>] and (4) Endocardial–epicardial dissociation, which promotes breakthrough activations between atrial surfaces [<span>10</span>].</p><p>Despite these advances, the failure to resolve AF's fundamental mechanism persists—a controversy so entrenched that contemporary clinical textbooks [<span>11</span>] and guideline statements [<span>12-14</span>] typically resort to vague, overly noncommital summaries that essentially summarize alternative possibilities for AF—so generalized and equivocal that they offer little actionable insight for clinicians and virtually no tangible benefit for patient treatment. Indeed, discussion of AF's fundamental mechanism has largely disappeared from mainstream clinical meetings, which have shifted toward technology-driven topics such as ablation tools and mapping systems, while basic science has become increasingly reductionist, focusing on molecular and cellular processes far removed from the clinically observable arrhythmia</p><p>In this context, Chu et al. deserve genuine commendation for their intellectual courage in proposing a turbulence-based model of AF. The attempt to bridge classical fluid dynamics with cardiac electrophysiology is ambitious, and the authors should be applauded for taking on this difficult topic with conviction.</p><p>Chu and colleagues propose that atrial fibrillation (AF) represents a turbulence-like state of myocardial electrical activity, borrowing concepts from fluid dynamics to explain AF's complex spatiotemporal organization. Unlike traditional rotor or multiple wavelet theories, this framework emphasizes multi-scale fragmentation of electrical wavefronts—from large coherent activations to micro-scale wavelets—within an anisotropic atrial substrate. The turbulence framework interprets the pulmonary vein–left atrial junction as a critical site for turbulence initiation, owing to its extreme structural and electrophysiological heterogeneity. PVI disrupts this “turbulence generator,” reducing system entropy and restoring order, explaining the partial effectiveness of AF ablation. The authors postulate that atrial electrical turbulence exhibits phenomenological parallels
{"title":"From Turbulence to Understanding: The Value of Bold Hypotheses in Atrial Fibrillation Research","authors":"Anand Narayan Ganesan","doi":"10.1111/jce.70275","DOIUrl":"10.1111/jce.70275","url":null,"abstract":"<p>The study of atrial fibrillation (AF) mechanisms represents one of the most formidable challenges in modern cardiac electrophysiology. For decades, the field has grappled with the extraordinary complexity of this arrhythmia, seeking conceptual frameworks that might illuminate its chaotic electrical dynamics [<span>1, 2</span>]. For more than a century [<span>3, 4</span>], the mechanisms underlying atrial fibrillation have remained a subject of intense debate, with multiple competing hypotheses proposed and none achieving universal acceptance. Classical concepts include (1) rapidly firing automatic foci [<span>5, 6</span>]. (2) A localized, rapidly discharging reentrant circuit producing fibrillatory conduction [<span>7, 8</span>]. (3) Multiple unstable reentrant wavelets meandering through atrial tissue [<span>2, 9</span>] and (4) Endocardial–epicardial dissociation, which promotes breakthrough activations between atrial surfaces [<span>10</span>].</p><p>Despite these advances, the failure to resolve AF's fundamental mechanism persists—a controversy so entrenched that contemporary clinical textbooks [<span>11</span>] and guideline statements [<span>12-14</span>] typically resort to vague, overly noncommital summaries that essentially summarize alternative possibilities for AF—so generalized and equivocal that they offer little actionable insight for clinicians and virtually no tangible benefit for patient treatment. Indeed, discussion of AF's fundamental mechanism has largely disappeared from mainstream clinical meetings, which have shifted toward technology-driven topics such as ablation tools and mapping systems, while basic science has become increasingly reductionist, focusing on molecular and cellular processes far removed from the clinically observable arrhythmia</p><p>In this context, Chu et al. deserve genuine commendation for their intellectual courage in proposing a turbulence-based model of AF. The attempt to bridge classical fluid dynamics with cardiac electrophysiology is ambitious, and the authors should be applauded for taking on this difficult topic with conviction.</p><p>Chu and colleagues propose that atrial fibrillation (AF) represents a turbulence-like state of myocardial electrical activity, borrowing concepts from fluid dynamics to explain AF's complex spatiotemporal organization. Unlike traditional rotor or multiple wavelet theories, this framework emphasizes multi-scale fragmentation of electrical wavefronts—from large coherent activations to micro-scale wavelets—within an anisotropic atrial substrate. The turbulence framework interprets the pulmonary vein–left atrial junction as a critical site for turbulence initiation, owing to its extreme structural and electrophysiological heterogeneity. PVI disrupts this “turbulence generator,” reducing system entropy and restoring order, explaining the partial effectiveness of AF ablation. The authors postulate that atrial electrical turbulence exhibits phenomenological parallels","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":"37 2","pages":"413-415"},"PeriodicalIF":2.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Roza Makarian, Seurs Ward, Nafteux Philippe, Van Veer Hans, Decaluwé Herbert, Depypere Lieven
Introduction: Atrial fibrillation (AF) is a common supraventricular tachyarrhythmia associated with an increased risk of stroke and mortality. Catheter ablation using pulmonary vein isolation is a standard treatment for patients refractory to antiarrhythmic drugs, where radiofrequency ablation and cryoablation are the two most commonly used procedures. Although generally safe, esophageal baro- and thermal injuries remain a rare but life-threatening complication due to the close anatomical relationship between the esophagus and the left atrium. Various protective strategies, such as esophageal temperature monitoring and displacement, aim to mitigate this risk, yet their efficacy and safety are still under investigation.
Case presentation: A 72-year-old male with persistent AF underwent cryoablation with an esophageal warming device to prevent esophageal thermal injury. Despite an uneventful procedure, postoperatively, the patient developed severe thoracic pain. Imaging revealed esophageal perforation with active bleeding. Conservative management, including nil per os, antibiotics, and drainage, was initially pursued. However, worsening clinical status necessitated thoracoscopic intervention. Findings included extensive hematoma and inflammation, precluding primary repair. Conservative treatment with enteral nutrition and drainage led to gradual improvement, and the patient was discharged on Day 24. Follow-up confirmed near-complete healing, with no recurrence of AF.
Conclusion: Severe esophageal complications post-cryoablation remain rare but pose significant morbidity. In this case, overinflation of the esophageal warming device likely contributed to barotraumatic injury, worsening of esophageal fragility, leading to a major perforation with extensive mediastinitis. While protective devices aim to reduce ETI, their potential risks must be carefully considered. Optimal patient selection and refined protective strategies are crucial to enhancing procedural safety.
{"title":"Longitudinal Esophageal Wall Rupture and Mediastinitis Due to Esophageal Warming Balloon Dysfunction During Left Atrial Ultralow Cryoablation for Persistent Atrial Fibrillation: A Case Report.","authors":"Roza Makarian, Seurs Ward, Nafteux Philippe, Van Veer Hans, Decaluwé Herbert, Depypere Lieven","doi":"10.1111/jce.70274","DOIUrl":"https://doi.org/10.1111/jce.70274","url":null,"abstract":"<p><strong>Introduction: </strong>Atrial fibrillation (AF) is a common supraventricular tachyarrhythmia associated with an increased risk of stroke and mortality. Catheter ablation using pulmonary vein isolation is a standard treatment for patients refractory to antiarrhythmic drugs, where radiofrequency ablation and cryoablation are the two most commonly used procedures. Although generally safe, esophageal baro- and thermal injuries remain a rare but life-threatening complication due to the close anatomical relationship between the esophagus and the left atrium. Various protective strategies, such as esophageal temperature monitoring and displacement, aim to mitigate this risk, yet their efficacy and safety are still under investigation.</p><p><strong>Case presentation: </strong>A 72-year-old male with persistent AF underwent cryoablation with an esophageal warming device to prevent esophageal thermal injury. Despite an uneventful procedure, postoperatively, the patient developed severe thoracic pain. Imaging revealed esophageal perforation with active bleeding. Conservative management, including nil per os, antibiotics, and drainage, was initially pursued. However, worsening clinical status necessitated thoracoscopic intervention. Findings included extensive hematoma and inflammation, precluding primary repair. Conservative treatment with enteral nutrition and drainage led to gradual improvement, and the patient was discharged on Day 24. Follow-up confirmed near-complete healing, with no recurrence of AF.</p><p><strong>Conclusion: </strong>Severe esophageal complications post-cryoablation remain rare but pose significant morbidity. In this case, overinflation of the esophageal warming device likely contributed to barotraumatic injury, worsening of esophageal fragility, leading to a major perforation with extensive mediastinitis. While protective devices aim to reduce ETI, their potential risks must be carefully considered. Optimal patient selection and refined protective strategies are crucial to enhancing procedural safety.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emma Yaakop, Stephen Browitt, Catherine Cruickshank, Judy Greenslade, Iain Melton, Matthew Daly, Geoffrey Clare, Ross Downey, Daniel Garofalo, Ian Crozier
Introduction: Slow pathway radiofrequency ablation is an effective treatment for atrioventricular nodal re-entrant tachycardia (AVNRT) but has been reported in some series to result in late atrioventricular block. We examined our local experience with a retrospective review.
Methods: A retrospective review of all patients undergoing slow pathway ablation at our institution from 1993 through to 2021 was undertaken, with long-term outcomes reported till the end of 2022. Outcomes assessed included late atrioventricular block, and rhythm control.
Results: We identified a total of 1290 procedures performed on 1256 patients over the 28-year period. Mean patient age at the time of the procedure was 48.5 years (range 13 to 93 years). A total of 1234 patients were followed up, whilst 22 were lost to follow-up. Mean follow up was 12.6 years (range 1 to 29 years). Of this cohort 9 patients subsequently developed atrioventricular block and proceeded to pacemaker implantation, for an incidence of 0.58 per 1000 patient years. Overall long-term rhythm controlled was achieved in 1221 (97%) patients.
Conclusions: We report what we believe to be the largest single centre experience, with the longest follow-up for slow pathway ablation, for AVNRT. We observed a low rate of late atrioventricular block that was not clearly higher than the spontaneous rate of heart block, yet still achieving good rhythm control. We believe our data supports radiofrequency slow pathway modification as effective and safe therapy for atrioventricular nodal re-entrant tachycardia.
{"title":"Long-Term Follow-Up of Radiofrequency Slow Pathway Ablation for Atrioventricular Nodal Re-Entrant Tachycardia: Late Outcomes.","authors":"Emma Yaakop, Stephen Browitt, Catherine Cruickshank, Judy Greenslade, Iain Melton, Matthew Daly, Geoffrey Clare, Ross Downey, Daniel Garofalo, Ian Crozier","doi":"10.1111/jce.70278","DOIUrl":"https://doi.org/10.1111/jce.70278","url":null,"abstract":"<p><strong>Introduction: </strong>Slow pathway radiofrequency ablation is an effective treatment for atrioventricular nodal re-entrant tachycardia (AVNRT) but has been reported in some series to result in late atrioventricular block. We examined our local experience with a retrospective review.</p><p><strong>Methods: </strong>A retrospective review of all patients undergoing slow pathway ablation at our institution from 1993 through to 2021 was undertaken, with long-term outcomes reported till the end of 2022. Outcomes assessed included late atrioventricular block, and rhythm control.</p><p><strong>Results: </strong>We identified a total of 1290 procedures performed on 1256 patients over the 28-year period. Mean patient age at the time of the procedure was 48.5 years (range 13 to 93 years). A total of 1234 patients were followed up, whilst 22 were lost to follow-up. Mean follow up was 12.6 years (range 1 to 29 years). Of this cohort 9 patients subsequently developed atrioventricular block and proceeded to pacemaker implantation, for an incidence of 0.58 per 1000 patient years. Overall long-term rhythm controlled was achieved in 1221 (97%) patients.</p><p><strong>Conclusions: </strong>We report what we believe to be the largest single centre experience, with the longest follow-up for slow pathway ablation, for AVNRT. We observed a low rate of late atrioventricular block that was not clearly higher than the spontaneous rate of heart block, yet still achieving good rhythm control. We believe our data supports radiofrequency slow pathway modification as effective and safe therapy for atrioventricular nodal re-entrant tachycardia.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Unmesh Khanolkar, Ashish Yadav, Avdhesh Mann, Scott Pappada, Abhishek Deshmukh, Abhishek Maan
Background: Ventricular tachycardia (VT) is a life-threatening arrhythmia that requires both relatively rapid and accurate detection in intensive care units (ICUs). Continuous monitoring systems play a crucial role in detecting them. However, previous studies have reported that nearly 9 out of 10 arrhythmia alarms in ICUs tend to be false positives, which usually transpire to a well-documented phenomenon called "alarm fatigue" that leads to desensitization, delayed responses, and increased cognitive burden on healthcare providers.
Methods: We developed a deep learning based, one-dimensional convolutional neural network (1D-CNN) to classify VT alarms using multiple raw waveform inputs, including two electrocardiogram (ECG) leads, photoplethysmogram (PPG) and arterial blood pressure (ABP) signals. The model was trained using the publicly available VTaC Arrhythmia Benchmark Dataset. We used the 10-second waveform segments that preceded each VT alarm, pre-processed and then used them to train the machine learning model to correctly classify the VT alarm.
Results: On the test set, the model achieved an area under the receiver operating characteristic curve of 0.901, overall accuracy of 83.22%, F1-score of 73.3%, sensitivity of 77.53%, specificity of 85.63%, and positive predictive value of 69.57%. The model successfully detected over three-quarters of them while significantly reducing false positive rates for the detection of VT.
Conclusions: This study demonstrates that a deep learning based 1D-CNN model using short segments of raw waveform data can achieve robust performance in distinguishing true and false VT alarms.
{"title":"Role of a Deep-Learning Based Convolutional Neural Network Model for Real-Time Ventricular Tachycardia Alarm Classification.","authors":"Unmesh Khanolkar, Ashish Yadav, Avdhesh Mann, Scott Pappada, Abhishek Deshmukh, Abhishek Maan","doi":"10.1111/jce.70271","DOIUrl":"https://doi.org/10.1111/jce.70271","url":null,"abstract":"<p><strong>Background: </strong>Ventricular tachycardia (VT) is a life-threatening arrhythmia that requires both relatively rapid and accurate detection in intensive care units (ICUs). Continuous monitoring systems play a crucial role in detecting them. However, previous studies have reported that nearly 9 out of 10 arrhythmia alarms in ICUs tend to be false positives, which usually transpire to a well-documented phenomenon called \"alarm fatigue\" that leads to desensitization, delayed responses, and increased cognitive burden on healthcare providers.</p><p><strong>Methods: </strong>We developed a deep learning based, one-dimensional convolutional neural network (1D-CNN) to classify VT alarms using multiple raw waveform inputs, including two electrocardiogram (ECG) leads, photoplethysmogram (PPG) and arterial blood pressure (ABP) signals. The model was trained using the publicly available VTaC Arrhythmia Benchmark Dataset. We used the 10-second waveform segments that preceded each VT alarm, pre-processed and then used them to train the machine learning model to correctly classify the VT alarm.</p><p><strong>Results: </strong>On the test set, the model achieved an area under the receiver operating characteristic curve of 0.901, overall accuracy of 83.22%, F1-score of 73.3%, sensitivity of 77.53%, specificity of 85.63%, and positive predictive value of 69.57%. The model successfully detected over three-quarters of them while significantly reducing false positive rates for the detection of VT.</p><p><strong>Conclusions: </strong>This study demonstrates that a deep learning based 1D-CNN model using short segments of raw waveform data can achieve robust performance in distinguishing true and false VT alarms.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anders Fyhn Elgaard, Jacob Moesgaard Larsen, Pia Thisted Dinesen, Sam Riahi, Søren Lundbye-Christensen, Peter Karl Jacobsen, Arne Johannessen, Uffe Jakob Ortved Gang, Steen Buus Kristiansen, Stig Djurhuus, Gregory Y H Lip
Introduction: Atrioventricular node (AVN) ablation after pacemaker implantation is a rate control option for patients with symptomatic atrial fibrillation (AF) when rhythm control with anti-arrhythmic drug therapy and/or ablation with pulmonary vein isolation fails. This study investigated the long-term risk of hospitalization and mortality after AVN ablation using nationwide and population-based registries.
Methods: All AVN ablations between 2015 and 2021 were identified in the National Danish Ablation Database, and hospitalizations were found in the Danish National Patient Registry. Hospitalizations were compared before and after AVN ablation.
Results: We studied 571 patients who underwent AVN ablation. The mean age was 74.5 ± 8.8 years, and 53% were male. The success rate of the ablations was 98.4% without any major procedure-related complications. Median follow-up time was 2.7 years (IQR: 1.2; 4.6). The annual cardiac hospitalizations decreased from incidence rate (IR) of 2.3 per person-year (95% CI: 2.2; 2.6) before ablation to IR of 0.5 per person-year (95% CI: 0.4; 0.6) after ablation. The IR ratio was 0.38 (95% CI: 0.35; 0.41) and more significant for AF admissions. The overall clinical outcomes were independent for implanted pacing system and clinical patient characteristics. After 2 years of follow-up, mortality was 14.2%, but was associated with high patient age, advanced pacing systems, and substantial cardiac and non-cardiac comorbidities.
Conclusion: AVN ablation is associated with an over four-fold reduction of cardiac hospitalization. This procedure has a high success rate and very low risk of complications.
{"title":"Long-Term Follow-Up After Atrioventricular Node Ablation in Patients With Atrial Fibrillation: A Nationwide Danish Cohort Study.","authors":"Anders Fyhn Elgaard, Jacob Moesgaard Larsen, Pia Thisted Dinesen, Sam Riahi, Søren Lundbye-Christensen, Peter Karl Jacobsen, Arne Johannessen, Uffe Jakob Ortved Gang, Steen Buus Kristiansen, Stig Djurhuus, Gregory Y H Lip","doi":"10.1111/jce.70268","DOIUrl":"https://doi.org/10.1111/jce.70268","url":null,"abstract":"<p><strong>Introduction: </strong>Atrioventricular node (AVN) ablation after pacemaker implantation is a rate control option for patients with symptomatic atrial fibrillation (AF) when rhythm control with anti-arrhythmic drug therapy and/or ablation with pulmonary vein isolation fails. This study investigated the long-term risk of hospitalization and mortality after AVN ablation using nationwide and population-based registries.</p><p><strong>Methods: </strong>All AVN ablations between 2015 and 2021 were identified in the National Danish Ablation Database, and hospitalizations were found in the Danish National Patient Registry. Hospitalizations were compared before and after AVN ablation.</p><p><strong>Results: </strong>We studied 571 patients who underwent AVN ablation. The mean age was 74.5 ± 8.8 years, and 53% were male. The success rate of the ablations was 98.4% without any major procedure-related complications. Median follow-up time was 2.7 years (IQR: 1.2; 4.6). The annual cardiac hospitalizations decreased from incidence rate (IR) of 2.3 per person-year (95% CI: 2.2; 2.6) before ablation to IR of 0.5 per person-year (95% CI: 0.4; 0.6) after ablation. The IR ratio was 0.38 (95% CI: 0.35; 0.41) and more significant for AF admissions. The overall clinical outcomes were independent for implanted pacing system and clinical patient characteristics. After 2 years of follow-up, mortality was 14.2%, but was associated with high patient age, advanced pacing systems, and substantial cardiac and non-cardiac comorbidities.</p><p><strong>Conclusion: </strong>AVN ablation is associated with an over four-fold reduction of cardiac hospitalization. This procedure has a high success rate and very low risk of complications.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sung Il Im, Su Hyun Bae, Soo Jin Kim, Bong Joon Kim, Jung Ho Heo, Tae Won Jang, Edward P Gerstenfeld
Background: Atrial fibrosis is an important substrate for atrial fibrillation (AF), especially in structural heart disease. A previous study reported that pirfenidone, an antifibrotic agent, reduced atrial and left ventricular fibrosis in an animal model.
Objective: The present research aims to evaluate the effects of pirfenidone on arrhythmic and clinical outcomes in patients with idiopathic pulmonary fibrosis (IPF).
Methods: Our database of patients diagnosed with IPF between 2008 and 2023 was used to obtain echocardiography, electrocardiography (ECG), and 24-h Holter monitoring data. The study included all patients with IPF treated with or without pirfenidone. We compared arrhythmic events, including AF, atrial premature complexes, atrial tachycardia, and ventricular arrhythmias, as well as clinical outcomes based on pirfenidone use.
Results: Among 248 patients with IPF (74.0 ± 8.9 years), 106 (41.2%) received pirfenidone. No differences in the baseline characteristics were observed. During a median 36-month follow-up period, a lower incidence of arrhythmic events (p = 0.001) and diastolic dysfunction (p = 0.025) were observed in the pirfenidone group. Univariate analysis showed associations between arrhythmic events and hypertension, coronary artery disease, higher body weight, longer PR interval, QRS duration, and absence of pirfenidone use. In a multivariable analysis, higher body weight and absence of pirfenidone use were independent risk factors for arrhythmic events.
Conclusions: Pirfenidone use to treat IPF was associated with fewer arrhythmic events and less diastolic dysfunction compared to patients who did not use pirfenidone during long-term follow-up. Additionally, obesity is associated with a higher incidence of arrhythmic events in patients with IPF.
{"title":"Impact of Pirfenidone on Arrhythmic and Clinical Outcomes in Patients With Idiopathic Pulmonary Fibrosis.","authors":"Sung Il Im, Su Hyun Bae, Soo Jin Kim, Bong Joon Kim, Jung Ho Heo, Tae Won Jang, Edward P Gerstenfeld","doi":"10.1111/jce.70269","DOIUrl":"https://doi.org/10.1111/jce.70269","url":null,"abstract":"<p><strong>Background: </strong>Atrial fibrosis is an important substrate for atrial fibrillation (AF), especially in structural heart disease. A previous study reported that pirfenidone, an antifibrotic agent, reduced atrial and left ventricular fibrosis in an animal model.</p><p><strong>Objective: </strong>The present research aims to evaluate the effects of pirfenidone on arrhythmic and clinical outcomes in patients with idiopathic pulmonary fibrosis (IPF).</p><p><strong>Methods: </strong>Our database of patients diagnosed with IPF between 2008 and 2023 was used to obtain echocardiography, electrocardiography (ECG), and 24-h Holter monitoring data. The study included all patients with IPF treated with or without pirfenidone. We compared arrhythmic events, including AF, atrial premature complexes, atrial tachycardia, and ventricular arrhythmias, as well as clinical outcomes based on pirfenidone use.</p><p><strong>Results: </strong>Among 248 patients with IPF (74.0 ± 8.9 years), 106 (41.2%) received pirfenidone. No differences in the baseline characteristics were observed. During a median 36-month follow-up period, a lower incidence of arrhythmic events (p = 0.001) and diastolic dysfunction (p = 0.025) were observed in the pirfenidone group. Univariate analysis showed associations between arrhythmic events and hypertension, coronary artery disease, higher body weight, longer PR interval, QRS duration, and absence of pirfenidone use. In a multivariable analysis, higher body weight and absence of pirfenidone use were independent risk factors for arrhythmic events.</p><p><strong>Conclusions: </strong>Pirfenidone use to treat IPF was associated with fewer arrhythmic events and less diastolic dysfunction compared to patients who did not use pirfenidone during long-term follow-up. Additionally, obesity is associated with a higher incidence of arrhythmic events in patients with IPF.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Taylor S Howard, Anna John, Malena Gutierrez, Michael Bruno, Katherine B Salciccioli, Jeffrey J Kim, Santiago O Valdés, Tam Dan Tina Pham, Christina Y Miyake, Bryan C Cannon, Duc T Nguyen, Wilson W Lam
Introduction: Pacing-induced cardiomyopathy in patients with congenital heart disease (CHD) is a cause of significant morbidity. Reports of bundle branch area pacing (BBAP) in this population remain limited.
Methods and results: Eighteen patients with moderate to complex biventricular CHD, as defined by the Bethesda criteria, underwent BBAP attempt with success in 15 (83%). The median age at implant was 17 years (IQR 13, 40). Among the patients with successful BBAP, the median QRSd was 128 ms (IQR 120, 132), and the median V6-RWPT was 72 ms (IQR 58, 80). In the subgroup of patients who underwent successful BBAP for improved synchrony, there was a significant reduction in the QRSd (167 ms [IQR 147 186] vs. 132 ms [IQR 127 135]; p = 0.01). Electrical parameters remained stable over 4-6 months of follow-up apart from threshold, which had a statistically significant but clinically irrelevant rise; this was followed by stabilization (threshold at last follow-up was 0.75 V at 0.4 ms [IQR 0.7 V, 1 V]). Before- and after-pacing ejection fraction (EF) was unchanged in systemic left ventricle (LV) group (LVEF 58% [IQR 48%, 62%] vs. 60% [IQR 54%, 64%]; p = 0.44). There was a non-statistically significant trend towards improvement in the systemic right ventricle (RV) group (RV fractional area change 26.1% [IQR 20.9%, 28.5%] vs. 30.2% [IQR 24.6%, 32.8%]; p = 0.07).
Conclusions: The use of BBAP in patients with moderate to complex biventricular CHD appears to be safe and feasible. The modality delivers good electrical synchrony with lead parameters remaining within normal limits.
导读:起搏性心肌病是先天性心脏病(CHD)患者发病的重要原因。在该人群中束支区域起搏(BBAP)的报道仍然有限。方法和结果:根据Bethesda标准,18例中度至复杂双室冠心病患者接受了BBAP治疗,其中15例(83%)成功。种植体的中位年龄为17岁(IQR 13,40)。在BBAP成功的患者中,中位QRSd为128 ms (IQR为120,132),中位V6-RWPT为72 ms (IQR为58,80)。在成功接受BBAP以改善同步的患者亚组中,QRSd显著降低(167 ms [IQR 147 186] vs. 132 ms [IQR 127 135]; p = 0.01)。随访4-6个月,电参数除阈值外保持稳定,具有统计学意义,但与临床无关;随后稳定(最后一次随访阈值为0.4 ms时0.75 V [IQR 0.7 V, 1 V])。系统性左心室(LV)组起搏前后射血分数(EF)无变化(LVEF 58% [IQR 48%, 62%] vs. 60% [IQR 54%, 64%]; p = 0.44)。系统性右心室(RV)组改善趋势无统计学意义(RV分数面积变化26.1% [IQR 20.9%, 28.5%] vs. 30.2% [IQR 24.6%, 32.8%]; p = 0.07)。结论:在中度至复杂双室冠心病患者中应用BBAP是安全可行的。这种方式提供了良好的电气同步,引线参数保持在正常范围内。
{"title":"Bundle Branch Area Pacing in Patients With Moderate to Complex Biventricular Congenital Heart Disease.","authors":"Taylor S Howard, Anna John, Malena Gutierrez, Michael Bruno, Katherine B Salciccioli, Jeffrey J Kim, Santiago O Valdés, Tam Dan Tina Pham, Christina Y Miyake, Bryan C Cannon, Duc T Nguyen, Wilson W Lam","doi":"10.1111/jce.70270","DOIUrl":"https://doi.org/10.1111/jce.70270","url":null,"abstract":"<p><strong>Introduction: </strong>Pacing-induced cardiomyopathy in patients with congenital heart disease (CHD) is a cause of significant morbidity. Reports of bundle branch area pacing (BBAP) in this population remain limited.</p><p><strong>Methods and results: </strong>Eighteen patients with moderate to complex biventricular CHD, as defined by the Bethesda criteria, underwent BBAP attempt with success in 15 (83%). The median age at implant was 17 years (IQR 13, 40). Among the patients with successful BBAP, the median QRSd was 128 ms (IQR 120, 132), and the median V6-RWPT was 72 ms (IQR 58, 80). In the subgroup of patients who underwent successful BBAP for improved synchrony, there was a significant reduction in the QRSd (167 ms [IQR 147 186] vs. 132 ms [IQR 127 135]; p = 0.01). Electrical parameters remained stable over 4-6 months of follow-up apart from threshold, which had a statistically significant but clinically irrelevant rise; this was followed by stabilization (threshold at last follow-up was 0.75 V at 0.4 ms [IQR 0.7 V, 1 V]). Before- and after-pacing ejection fraction (EF) was unchanged in systemic left ventricle (LV) group (LVEF 58% [IQR 48%, 62%] vs. 60% [IQR 54%, 64%]; p = 0.44). There was a non-statistically significant trend towards improvement in the systemic right ventricle (RV) group (RV fractional area change 26.1% [IQR 20.9%, 28.5%] vs. 30.2% [IQR 24.6%, 32.8%]; p = 0.07).</p><p><strong>Conclusions: </strong>The use of BBAP in patients with moderate to complex biventricular CHD appears to be safe and feasible. The modality delivers good electrical synchrony with lead parameters remaining within normal limits.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jacob Cushing, Amulya Gupta, Lauren St Peter, Nabil Hossain, Mira Bhagat, Mughees Choudhry, Megan Baumgartner, Irfan Ansari, Emilee Wells, Ahmed Shahab, Rhea C Pimentel, Madhu Reddy, Seth H Sheldon, Raghuveer Dendi, Amit Noheria
Background: Data on atrial fibrillation (AF)/flutter (AFL) recurrence over long-term follow-up after catheter ablation of AF are limited.
Objective: Assess the rate, predictors, and temporal trends of long-term post-ablation AF/AFL recurrence.
Methods: We analyzed consecutive first-time AF catheter ablations between 2008 and 2022 at our center who were captured in our AF ablation registry and outcomes data were supplemented with chart review. Multivariable predictors of any clinically documented AF/AFL after 3-month blanking period were identified with a stepwise-selection multivariable proportional-hazards model in randomly selected 70% data set and validated in remaining 30%.
Results: Among 2905 patients who underwent AF ablation (age 62.9 ± 10.5 years; female 30.5%; persistent 43.6%, long-standing persistent 6.9%; primarily radiofrequency, cryoballoon 18.0%), within 2 years 38.0% had recurrence, and over average 6.1 ± 4.4-years follow-up 53.2% recurred. Multivariable predictors of recurrence (all p < 0.02) included recurrence during blanking period (HR 2.42, 95% CI 2.13-2.74), female sex (1.39, 1.22-1.59), each centimeter increase in LA size (1.34, 1.21-1.49), maximum regional LA fibrosis moderate (1.46, 1.25-1.71) or severe (1.42, 1.14-1.78), every year of AF duration (1.02, 1.00-1.03), and persistent (1.19, 1.03-1.37) or long-standing persistent AF (1.40, 1.10-1.78). Increasing quartiles of risk in the validation set had higher recurrences (compared to Q1; Q2 1.62, 1.19-2.19; Q3 2.58, 1.92-3.46; Q4 4.60, 3.46-6.11; all p < 0.0001).
Conclusion: Over an average 6.1-year follow-up, over half of AF ablation patients had a recurrence of AF/AFL. Independent predictors of recurrence were early recurrence during 3-month blanking period, female sex, increased LA size, moderate/severe maximum regional LA fibrosis, longer AF duration, and non-paroxysmal AF.
Condensed abstract: This observational single-center evaluation included 2905 consecutive AF first-time catheter ablation patients between 2008 and 2022 (age 62.9 ± 10.5 years; female 30.5%; persistent 43.6%, long-standing persistent 6.9%; mostly radiofrequency, cryoballoon 18.0%; follow-up 6.1 ± 4.4 years). A multivariable model developed in 70% data set predicted late (> 3 months) AF/flutter recurrences in remaining 30%. Predictors included recurrence during blanking period (HR 2.42, 95% CI 2.13-2.74), female sex (1.39, 1.22-1.59), each cm increase in LA size (1.34, 1.21-1.49), maximum regional LA fibrosis moderate (1.46, 1.25-1.71) or severe (1.42, 1.14-1.78), every year of AF duration (1.02, 1.00-1.03), and persistent (1.19, 1.03-1.37) or long-standing persistent AF (1.40, 1.10-1.78).
背景:房颤(AF)/扑动(AFL)在房颤导管消融后的长期随访中复发的数据有限。目的:评估AF/AFL消融后长期复发率、预测因素和时间趋势。方法:我们分析了2008年至2022年间在我们中心进行的连续首次房颤导管消融,这些患者被记录在我们的房颤消融登记处,结果数据辅以图表回顾。随机选择70%的数据集,采用逐步选择的多变量比例风险模型,对3个月空白期后任何临床记录的AF/AFL的多变量预测因子进行识别,并对剩余30%的数据集进行验证。结果:2905例房颤消融患者(年龄62.9±10.5岁,女性30.5%,持续性43.6%,长期持续性6.9%,以射频为主,低温球囊18.0%),2年内复发38.0%,平均随访6.1±4.4年,复发53.2%。结论:在平均6.1年的随访中,超过一半的房颤消融患者有房颤/AFL复发。复发的独立预测因素为3个月空白期早期复发、女性、LA大小增大、中度/重度最大区域性LA纤维化、房颤持续时间延长和非发作性房颤。摘要:本观察性单中心评估纳入了2008年至2022年间2905例房颤首次连续导管消融患者(年龄62.9±10.5岁,女性30.5%,持续性43.6%,长期持续性6.9%,大部分射频,冷冻球囊18.0%;随访6.1±4.4年)。在70%的数据集中建立的多变量模型预测了剩余30%的房颤/扑动晚期(bbb - 3个月)复发。预测因素包括:隐匿期复发(HR 2.42, 95% CI 2.13-2.74)、女性(1.39,1.22-1.59)、LA大小每增加1厘米(1.34,1.21-1.49)、最大区域LA纤维化中度(1.46,1.25-1.71)或重度(1.42,1.14-1.78)、每年AF病程(1.02,1.00-1.03)、持续性(1.19,1.03-1.37)或长期持续性AF(1.40, 1.10-1.78)。
{"title":"Recurrence of Atrial Fibrillation/Flutter Over Long-Term Follow-Up After Index Atrial Fibrillation Catheter Ablation.","authors":"Jacob Cushing, Amulya Gupta, Lauren St Peter, Nabil Hossain, Mira Bhagat, Mughees Choudhry, Megan Baumgartner, Irfan Ansari, Emilee Wells, Ahmed Shahab, Rhea C Pimentel, Madhu Reddy, Seth H Sheldon, Raghuveer Dendi, Amit Noheria","doi":"10.1111/jce.70231","DOIUrl":"https://doi.org/10.1111/jce.70231","url":null,"abstract":"<p><strong>Background: </strong>Data on atrial fibrillation (AF)/flutter (AFL) recurrence over long-term follow-up after catheter ablation of AF are limited.</p><p><strong>Objective: </strong>Assess the rate, predictors, and temporal trends of long-term post-ablation AF/AFL recurrence.</p><p><strong>Methods: </strong>We analyzed consecutive first-time AF catheter ablations between 2008 and 2022 at our center who were captured in our AF ablation registry and outcomes data were supplemented with chart review. Multivariable predictors of any clinically documented AF/AFL after 3-month blanking period were identified with a stepwise-selection multivariable proportional-hazards model in randomly selected 70% data set and validated in remaining 30%.</p><p><strong>Results: </strong>Among 2905 patients who underwent AF ablation (age 62.9 ± 10.5 years; female 30.5%; persistent 43.6%, long-standing persistent 6.9%; primarily radiofrequency, cryoballoon 18.0%), within 2 years 38.0% had recurrence, and over average 6.1 ± 4.4-years follow-up 53.2% recurred. Multivariable predictors of recurrence (all p < 0.02) included recurrence during blanking period (HR 2.42, 95% CI 2.13-2.74), female sex (1.39, 1.22-1.59), each centimeter increase in LA size (1.34, 1.21-1.49), maximum regional LA fibrosis moderate (1.46, 1.25-1.71) or severe (1.42, 1.14-1.78), every year of AF duration (1.02, 1.00-1.03), and persistent (1.19, 1.03-1.37) or long-standing persistent AF (1.40, 1.10-1.78). Increasing quartiles of risk in the validation set had higher recurrences (compared to Q1; Q2 1.62, 1.19-2.19; Q3 2.58, 1.92-3.46; Q4 4.60, 3.46-6.11; all p < 0.0001).</p><p><strong>Conclusion: </strong>Over an average 6.1-year follow-up, over half of AF ablation patients had a recurrence of AF/AFL. Independent predictors of recurrence were early recurrence during 3-month blanking period, female sex, increased LA size, moderate/severe maximum regional LA fibrosis, longer AF duration, and non-paroxysmal AF.</p><p><strong>Condensed abstract: </strong>This observational single-center evaluation included 2905 consecutive AF first-time catheter ablation patients between 2008 and 2022 (age 62.9 ± 10.5 years; female 30.5%; persistent 43.6%, long-standing persistent 6.9%; mostly radiofrequency, cryoballoon 18.0%; follow-up 6.1 ± 4.4 years). A multivariable model developed in 70% data set predicted late (> 3 months) AF/flutter recurrences in remaining 30%. Predictors included recurrence during blanking period (HR 2.42, 95% CI 2.13-2.74), female sex (1.39, 1.22-1.59), each cm increase in LA size (1.34, 1.21-1.49), maximum regional LA fibrosis moderate (1.46, 1.25-1.71) or severe (1.42, 1.14-1.78), every year of AF duration (1.02, 1.00-1.03), and persistent (1.19, 1.03-1.37) or long-standing persistent AF (1.40, 1.10-1.78).</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}