Giacomo Mugnai, Davide Genovese, Francesco Santoro, Luca Tomasi, Luigi Di Biase, Matteo Anselmino, Massimo Tritto, Antonio Frontera, Antonio Curcio, Antonio Rapacciuolo, Federico Migliore
This review examines the protocols and rationale for stopping antiarrhythmic drugs (AADs) before interventional electrophysiology (EP) procedures to establish a drug-free baseline, ensuring diagnostic accuracy and procedural success. The review provided a detailed analysis of procedure-specific AADs washout requirements for supraventricular tachycardia, atrial fibrillation, and ventricular tachycardia ablation, and a comprehensive, drug-by-drug guide to calculate washout periods, based on pharmacokinetic and pharmacodynamic principles. This guide details the half-life, metabolism, and elimination pathways for all major AAD classes, and gives specific, actionable recommendations for adjusting wash-out times based on patient-specific factors, including age, renal function, and hepatic impairment. The aim is to provide clinicians with evidence-based guidance for standardizing AADs washout, thereby improving the safety and success of interventional EP procedures.
{"title":"Antiarrhythmics Management During Electrophysiology Procedures: A Stepwise Approach.","authors":"Giacomo Mugnai, Davide Genovese, Francesco Santoro, Luca Tomasi, Luigi Di Biase, Matteo Anselmino, Massimo Tritto, Antonio Frontera, Antonio Curcio, Antonio Rapacciuolo, Federico Migliore","doi":"10.1111/jce.70283","DOIUrl":"https://doi.org/10.1111/jce.70283","url":null,"abstract":"<p><p>This review examines the protocols and rationale for stopping antiarrhythmic drugs (AADs) before interventional electrophysiology (EP) procedures to establish a drug-free baseline, ensuring diagnostic accuracy and procedural success. The review provided a detailed analysis of procedure-specific AADs washout requirements for supraventricular tachycardia, atrial fibrillation, and ventricular tachycardia ablation, and a comprehensive, drug-by-drug guide to calculate washout periods, based on pharmacokinetic and pharmacodynamic principles. This guide details the half-life, metabolism, and elimination pathways for all major AAD classes, and gives specific, actionable recommendations for adjusting wash-out times based on patient-specific factors, including age, renal function, and hepatic impairment. The aim is to provide clinicians with evidence-based guidance for standardizing AADs washout, thereby improving the safety and success of interventional EP procedures.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142544","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}
Introduction: Most multipolar mapping catheters use a proximal magnetic sensor, risking distal positional error and slower point acquisition. We tested whether adding distal sensors improves speed and geometric fidelity vs. a conventional design.
Methods: In a preclinical swine model, maps were acquired on EnSite X. For each region-RA, RV, LA, LV, coronary sinus (CS), and epicardium (Epi)-two maps were created in sequence (HD Grid X first, then HD Grid) and mapping time was recorded. To evaluate geometric accuracy, we sampled 12 predefined sites per chamber, arranged as 3 longitudinal levels (proximal, mid, distal) × 4 anatomical lines (anterior, lateral, posterior, septal). At each site, the orthogonal catheter-to-surface distance was measured on the HD Grid X map using a TACTIFLEX Ablation Catheter.
Results: Across 33 paired maps (9 swine), mapping time was shorter with HD Grid X: 11.5 [8.1-13.6] vs. 15.3 [10.9-17.3] min; p < 0.001 (-24.8%), with significant reductions in RA, RV, and LV. In 243 paired points (5 swine), geometric accuracy was superior with HD Grid X: 0.5 [0.2-1.3] vs. 2.9 [2.1-4.2] mm; p < 0.001, consistent across chambers and sub-locations.
Conclusion: Distal magnetic sensors enable faster and more faithful geometry vs. a proximal-sensor design.
{"title":"Distal Magnetic Sensors Eliminate Geometric Inaccuracy and Accelerate Mapping: A Preclinical Validation of a Novel Grid-Style Catheter.","authors":"Ryosuke Kato, Masateru Takigawa, Iwanari Kawamura, Masaki Honda, Miho Negishi, Ryo Tateishi, Hidehiro Iwakawa, Kazuya Yamao, Kentaro Goto, Takuro Nishimura, Susumu Tao, D V M Sayaka Suzuki, Takehiro Iwanaga, Shinsuke Miyazaki, Hiroyuki Watanabe, Tetsuo Sasano","doi":"10.1111/jce.70284","DOIUrl":"https://doi.org/10.1111/jce.70284","url":null,"abstract":"<p><strong>Introduction: </strong>Most multipolar mapping catheters use a proximal magnetic sensor, risking distal positional error and slower point acquisition. We tested whether adding distal sensors improves speed and geometric fidelity vs. a conventional design.</p><p><strong>Methods: </strong>In a preclinical swine model, maps were acquired on EnSite X. For each region-RA, RV, LA, LV, coronary sinus (CS), and epicardium (Epi)-two maps were created in sequence (HD Grid X first, then HD Grid) and mapping time was recorded. To evaluate geometric accuracy, we sampled 12 predefined sites per chamber, arranged as 3 longitudinal levels (proximal, mid, distal) × 4 anatomical lines (anterior, lateral, posterior, septal). At each site, the orthogonal catheter-to-surface distance was measured on the HD Grid X map using a TACTIFLEX Ablation Catheter.</p><p><strong>Results: </strong>Across 33 paired maps (9 swine), mapping time was shorter with HD Grid X: 11.5 [8.1-13.6] vs. 15.3 [10.9-17.3] min; p < 0.001 (-24.8%), with significant reductions in RA, RV, and LV. In 243 paired points (5 swine), geometric accuracy was superior with HD Grid X: 0.5 [0.2-1.3] vs. 2.9 [2.1-4.2] mm; p < 0.001, consistent across chambers and sub-locations.</p><p><strong>Conclusion: </strong>Distal magnetic sensors enable faster and more faithful geometry vs. a proximal-sensor design.</p>","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142568","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}
{"title":"Toward Reducing Disparities in Approval Timelines and Establishing Appropriate Reimbursement Frameworks for Catheter Ablation Systems in Europe, the United States, and Japan.","authors":"Hiroshi Nakagawa, Masafumi Sugawara, Atsushi Ikeda, Ayman A Hussein, Pasquale Santangeli","doi":"10.1111/jce.70272","DOIUrl":"https://doi.org/10.1111/jce.70272","url":null,"abstract":"","PeriodicalId":15178,"journal":{"name":"Journal of Cardiovascular Electrophysiology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146105563","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}
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}
{"title":"From Turbulence to Understanding: The Value of Bold Hypotheses in Atrial Fibrillation Research.","authors":"Anand Narayan Ganesan","doi":"10.1111/jce.70275","DOIUrl":"https://doi.org/10.1111/jce.70275","url":null,"abstract":"","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":"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}