Literature DB >> 29016770

Development and validation of a risk score for predicting atrial fibrillation recurrence after a first catheter ablation procedure - ATLAS score.

João Mesquita1, António Miguel Ferreira1,2, Diogo Cavaco1,2, Francisco Moscoso Costa1,2, Pedro Carmo1,2, Hugo Marques3, Francisco Morgado1, Miguel Mendes1, Pedro Adragão1,2.   

Abstract

Aims: Several predictors of relapse after catheter ablation of atrial fibrillation (AF) have been established, but assessing each patient's individual risk remains challenging. Our aim was to develop and validate a score to estimate the risk of AF recurrence after the first radiofrequency pulmonary vein isolation (PVI) procedure. Methods and results: Independent predictors of AF relapse were identified retrospectively in a two-centre registry of 1934 patients who underwent a first PVI procedure. Using the Cox regression hazard ratios of designated variables, a risk score was developed in a random sample of 50% of the patients (development cohort) and validated in the remaining (validation cohort) half. The accuracy and discriminative power of the predictive model were assessed in both subgroups. During a follow-up of 4.2 ± 2.7 years, 522 patients (27%) relapsed. Five independent predictors of AF recurrence were identified and included in the score: age >60 years (1 point), female sex (4 points), non-paroxysmal AF (2 points), current smoking (7 points) and indexed left atrial volume (1 point for each 10 mL/m2). The score showed good discriminative power (censored c-statistic of 0.75 in both cohorts). In the development group, AF relapse rates were 8, 11, and 17%/year for low (<6 points), intermediate (6-10 points), and high-risk patients (>10 points), respectively (P < 0.001). In the validation group, AF recurrence rates were 8, 11, and 18%/year, respectively (P < 0.001).
Conclusion: A simple risk score to estimate the rate of AF recurrence after ablation was developed and validated. An external assessment of its usefulness as a patient selection tool seems warranted.

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Year:  2018        PMID: 29016770     DOI: 10.1093/europace/eux265

Source DB:  PubMed          Journal:  Europace        ISSN: 1099-5129            Impact factor:   5.214


  23 in total

Review 1.  Clinical scores used for the prediction of negative events in patients undergoing catheter ablation for atrial fibrillation.

Authors:  Falco Kosich; Katja Schumacher; Tatjana Potpara; Gregory Y Lip; Gerhard Hindricks; Jelena Kornej
Journal:  Clin Cardiol       Date:  2019-01-14       Impact factor: 2.882

2.  Very long-term outcomes after a single catheter ablation procedure for the treatment of atrial fibrillation-the protective role of antiarrhythmic drug therapy.

Authors:  João Mesquita; Diogo Cavaco; António Miguel Ferreira; Francisco Moscoso Costa; Pedro Carmo; Francisco Morgado; Miguel Mendes; Pedro Adragão
Journal:  J Interv Card Electrophysiol       Date:  2018-03-06       Impact factor: 1.900

3.  Risk factors for recurrence of atrial fibrillation.

Authors:  Antoniya Kisheva; Yoto Yotov
Journal:  Anatol J Cardiol       Date:  2021-05       Impact factor: 1.596

4.  Predictors of improvement in arrhythmia-specific symptoms and health-related quality of life after catheter ablation of atrial fibrillation.

Authors:  Neshro Barmano; Emmanouil Charitakis; Jan-Erik Karlsson; Fredrik H Nystrom; Håkan Walfridsson; Ulla Walfridsson
Journal:  Clin Cardiol       Date:  2018-12-21       Impact factor: 2.882

5.  Development and Validation of a Novel Prognostic Model Predicting the Atrial Fibrillation Recurrence Risk for Persistent Atrial Fibrillation Patients Treated with Nifekalant During the First Radiofrequency Catheter Ablation.

Authors:  Youzheng Dong; Zhenyu Zhai; Bo Zhu; Shucai Xiao; Yang Chen; Anxue Hou; Pengtao Zou; Zirong Xia; Jianhua Yu; Juxiang Li
Journal:  Cardiovasc Drugs Ther       Date:  2022-06-22       Impact factor: 3.727

Review 6.  Machine learning applications in cardiac computed tomography: a composite systematic review.

Authors:  Jonathan James Hyett Bray; Moghees Ahmad Hanif; Mohammad Alradhawi; Jacob Ibbetson; Surinder Singh Dosanjh; Sabrina Lucy Smith; Mahmood Ahmad; Dominic Pimenta
Journal:  Eur Heart J Open       Date:  2022-03-17

7.  European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) expert consensus on risk assessment in cardiac arrhythmias: use the right tool for the right outcome, in the right population.

Authors:  Jens Cosedis Nielsen; Yenn-Jiang Lin; Marcio Jansen de Oliveira Figueiredo; Alireza Sepehri Shamloo; Alberto Alfie; Serge Boveda; Nikolaos Dagres; Dario Di Toro; Lee L Eckhardt; Kenneth Ellenbogen; Carina Hardy; Takanori Ikeda; Aparna Jaswal; Elizabeth Kaufman; Andrew Krahn; Kengo Kusano; Valentina Kutyifa; Han S Lim; Gregory Y H Lip; Santiago Nava-Townsend; Hui-Nam Pak; Gerardo Rodríguez Diez; William Sauer; Anil Saxena; Jesper Hastrup Svendsen; Diego Vanegas; Marmar Vaseghi; Arthur Wilde; T Jared Bunch; Alfred E Buxton; Gonzalo Calvimontes; Tze-Fan Chao; Lars Eckardt; Heidi Estner; Anne M Gillis; Rodrigo Isa; Josef Kautzner; Philippe Maury; Joshua D Moss; Gi-Byung Nam; Brian Olshansky; Luis Fernando Pava Molano; Mauricio Pimentel; Mukund Prabhu; Wendy S Tzou; Philipp Sommer; Janice Swampillai; Alejandro Vidal; Thomas Deneke; Gerhard Hindricks; Christophe Leclercq
Journal:  Europace       Date:  2020-08-01       Impact factor: 5.214

8.  Preprocedure Application of Machine Learning and Mechanistic Simulations Predicts Likelihood of Paroxysmal Atrial Fibrillation Recurrence Following Pulmonary Vein Isolation.

Authors:  Julie K Shade; Rheeda L Ali; Dante Basile; Dan Popescu; Tauseef Akhtar; Joseph E Marine; David D Spragg; Hugh Calkins; Natalia A Trayanova
Journal:  Circ Arrhythm Electrophysiol       Date:  2020-06-14

Review 9.  Machine Learning in Arrhythmia and Electrophysiology.

Authors:  Natalia A Trayanova; Dan M Popescu; Julie K Shade
Journal:  Circ Res       Date:  2021-02-18       Impact factor: 17.367

10.  Comparison of six risk scores for the prediction of atrial fibrillation recurrence after cryoballoon-based ablation and development of a simplified method, the 0-1-2 PL score.

Authors:  Marek Jastrzębski; Grzegorz Kiełbasa; Kamil Fijorek; Adam Bednarski; Aleksander Kusiak; Tomasz Sondej; Agnieszka Bednarek; Wiktoria Wojciechowska; Marek Rajzer
Journal:  J Arrhythm       Date:  2021-05-20
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