Skip to main content
Top
Published in: Journal of Cardiothoracic Surgery 1/2024

Open Access 01-12-2024 | Atrial Fibrillation | Research

Model for predicting the recurrence of atrial fibrillation after monopolar or bipolar radiofrequency ablation in patients with AF and mitral valve disease

Authors: Wei Si, Peng Teng, Liang Ma

Published in: Journal of Cardiothoracic Surgery | Issue 1/2024

Login to get access

Abstract

Objectives

This study aimed to identify the risk factors for postoperative atrial fibrillation in patients with valvular atrial fibrillation, and establish predictive models of atrial fibrillation recurrence.

Methods

Overall, 224 patients who underwent radiofrequency ablation of atrial fibrillation from November 2014 to November 2020 were included. The statistical package for social sciences, X-tile, and R-studio were used for statistical analysis.

Results

Patients were divided into training and validation sets according to a ratio of 3:1. The training set was analysed using univariate and multivariate Cox regression analysis and showed that preoperative uric acid > 401 μmol/L (P = 0.006), B-type natriuretic peptide > 202 ng/L (P = 0.042), hypersensitivity C-reactive protein > 6.1 mg/L (P = 0.026), erythrocyte sedimentation rate > 7.0 mm/h (P = 0.016), preoperative left atrial diameter > 48 mm (P = 0.031) were significantly correlated with the recurrence of atrial fibrillation after radiofrequency ablation in patients with valvular atrial fibrillation. In the training set, a Cox regression model of the five related factors was established using the R language. The C-index of the model was 0.82, and the area under the receiver operating characteristic curve was 0.831 (P < 0.001). Internal and external verification was performed in the training and validation sets, respectively, and both showed that the fit of the verification curve was relatively good at 3 months, 6 months, 1 year, and 3 years postoperatively. After calculating the weight of each related factor using the nomogram, a new risk predictive model (BLUCE) for postoperative atrial fibrillation was established.

Conclusions

In patients with atrial fibrillation, preoperative uric acid, B-type natriuretic peptide, hypersensitivity C-reactive protein, erythrocyte sedimentation rate, and left atrial diameter are risk factors for atrial fibrillation or atrial flutter recurrence after radiofrequency ablation. The BLUCE predictive model can distinguish high-risk groups of postoperative atrial fibrillation. High-risk patients in the BLUCE model were more likely to experience recurrence of atrial fibrillation after radiofrequency ablation and a low possibility of maintaining sinus rhythm.
Appendix
Available only for authorised users
Literature
1.
go back to reference Jais P, Cauchemez B, Macle L, Daoud E, Khairy P, Subbiah R, et al. Catheter ablation versus antiarrhythmic drugs for atrial fibrillation: the A4 study. Circulation. 2008;118:2498–505.CrossRefPubMed Jais P, Cauchemez B, Macle L, Daoud E, Khairy P, Subbiah R, et al. Catheter ablation versus antiarrhythmic drugs for atrial fibrillation: the A4 study. Circulation. 2008;118:2498–505.CrossRefPubMed
2.
go back to reference Pappone C, Augello G, Sala S, Gugliotta F, Vicedomini G, Gulletta S, et al. A randomized trial of circumferential pulmonary vein ablation versus antiarrhythmic drug therapy in paroxysmal atrial fibrillation: the APAF study. J Am Coll Cardiol. 2006;48:2340–7.CrossRefPubMed Pappone C, Augello G, Sala S, Gugliotta F, Vicedomini G, Gulletta S, et al. A randomized trial of circumferential pulmonary vein ablation versus antiarrhythmic drug therapy in paroxysmal atrial fibrillation: the APAF study. J Am Coll Cardiol. 2006;48:2340–7.CrossRefPubMed
3.
go back to reference Dinshaw L, Schaffer B, Akbulak O, Jularic M, Hartmann J, Klatt N, et al. Long-term efficacy and safety of radiofrequency catheter ablation of atrial fibrillation in patients with cardiac implantable electronic devices and transvenous leads. J Cardiovasc Electrophysiol. 2019;30:679.CrossRefPubMed Dinshaw L, Schaffer B, Akbulak O, Jularic M, Hartmann J, Klatt N, et al. Long-term efficacy and safety of radiofrequency catheter ablation of atrial fibrillation in patients with cardiac implantable electronic devices and transvenous leads. J Cardiovasc Electrophysiol. 2019;30:679.CrossRefPubMed
4.
go back to reference Si W, Yang S, Pan L, Ma L. Comparison of modified MAZE with minimally invasive monopolar ablation and traditional bipolar radiofrequency ablation in the treatment of atrial fibrillation. J Cardiothorac Surg. 2019;14(1):198–204.CrossRefPubMedPubMedCentral Si W, Yang S, Pan L, Ma L. Comparison of modified MAZE with minimally invasive monopolar ablation and traditional bipolar radiofrequency ablation in the treatment of atrial fibrillation. J Cardiothorac Surg. 2019;14(1):198–204.CrossRefPubMedPubMedCentral
5.
go back to reference Damiano RJ, Schwartz FH, Bailey MS, Maniar HS, Munfakh NA, Moon MR, et al. The cox maze IV procedure: predictors of late recurrence. J Thorac Cardiovasc Surg. 2011;141:113–21.CrossRefPubMedPubMedCentral Damiano RJ, Schwartz FH, Bailey MS, Maniar HS, Munfakh NA, Moon MR, et al. The cox maze IV procedure: predictors of late recurrence. J Thorac Cardiovasc Surg. 2011;141:113–21.CrossRefPubMedPubMedCentral
6.
go back to reference Gaynor SL, Schuessler RB, Bailey MS, Ishii Y, Boineau JP, Gleva MJ, et al. Surgical treatment of atrial fibrillation: predictors of late recurrence. J Thorac Cardiovasc Surg. 2005;129:104–11.CrossRefPubMed Gaynor SL, Schuessler RB, Bailey MS, Ishii Y, Boineau JP, Gleva MJ, et al. Surgical treatment of atrial fibrillation: predictors of late recurrence. J Thorac Cardiovasc Surg. 2005;129:104–11.CrossRefPubMed
8.
go back to reference Wenda G, Huiming G, Cong L, Huanlei H, Jing L, Jian B, et al. Surgical ablation for persistent atrial fibrillation in concomitant cardiac surgery: mid-long-term result. Europ j cardio-thoracic surg: official j Europ Assoc Cardio-thoracic Surg. 2017;5:18. Wenda G, Huiming G, Cong L, Huanlei H, Jing L, Jian B, et al. Surgical ablation for persistent atrial fibrillation in concomitant cardiac surgery: mid-long-term result. Europ j cardio-thoracic surg: official j Europ Assoc Cardio-thoracic Surg. 2017;5:18.
9.
go back to reference Pranata R, Henrina J, Yonas E, Putra ICS, Cahyadi I, Lim MA, et al. BMI and atrial fibrillation recurrence post catheter ablation: a dose–response meta-analysis. Eur J Clin Investig. 2021;2:05. Pranata R, Henrina J, Yonas E, Putra ICS, Cahyadi I, Lim MA, et al. BMI and atrial fibrillation recurrence post catheter ablation: a dose–response meta-analysis. Eur J Clin Investig. 2021;2:05.
10.
go back to reference Takashi K, Satsuki F, Kimito M, Saito T, Kawamoto N, Tadokoro N, et al. Novel risk score for predicting recurrence of atrial fibrillation after the Cryo-maze procedure. Eur J Cardiothorac Surg. 2021;1:07. Takashi K, Satsuki F, Kimito M, Saito T, Kawamoto N, Tadokoro N, et al. Novel risk score for predicting recurrence of atrial fibrillation after the Cryo-maze procedure. Eur J Cardiothorac Surg. 2021;1:07.
11.
go back to reference Marrouche NF, Brachmann J, Andresen D, Siebels J, Boersma L, Jordaens L, et al. CASTLE-AF investigators. Catheter ablation for atrial fibrillation with heart failure. N Engl J Med. 2018;378:417–27.CrossRefPubMed Marrouche NF, Brachmann J, Andresen D, Siebels J, Boersma L, Jordaens L, et al. CASTLE-AF investigators. Catheter ablation for atrial fibrillation with heart failure. N Engl J Med. 2018;378:417–27.CrossRefPubMed
12.
go back to reference Ganesan AN, Shipp NJ, Brooks AG, Kuklik P, Lau DH, Lim HS, et al. Long-term outcomes of catheter ablation of atrial fibrillation: a systematic review and meta-analysis. J Am Heart Assoc. 2013;2:e004549.CrossRefPubMedPubMedCentral Ganesan AN, Shipp NJ, Brooks AG, Kuklik P, Lau DH, Lim HS, et al. Long-term outcomes of catheter ablation of atrial fibrillation: a systematic review and meta-analysis. J Am Heart Assoc. 2013;2:e004549.CrossRefPubMedPubMedCentral
13.
go back to reference Arbelo E, Brugada J, Blomstrom-Lundqvist C, Laroche C, Kautzner J, Pokushalov E, et al. Contemporary management of patients undergoing atrial fibrillation ablation: in-hospital and 1-year follow-up findings from the ESC-EHRA atrial fibrillation ablation long-term registry. Eur Heart J. 2017;38:1303–16.PubMed Arbelo E, Brugada J, Blomstrom-Lundqvist C, Laroche C, Kautzner J, Pokushalov E, et al. Contemporary management of patients undergoing atrial fibrillation ablation: in-hospital and 1-year follow-up findings from the ESC-EHRA atrial fibrillation ablation long-term registry. Eur Heart J. 2017;38:1303–16.PubMed
14.
go back to reference Packer D, Mark DB, Robb RA, Monahan KH, Bahnson TD, Poole JE, et al. Effect of catheter ablation vs antiarrhythmic drug therapy on mortality, stroke, bleeding, and cardiac arrest among patients with atrial fibrillation: the CABANA randomized clinical trial. JAMA. 2019;321:1261–74.CrossRefPubMedPubMedCentral Packer D, Mark DB, Robb RA, Monahan KH, Bahnson TD, Poole JE, et al. Effect of catheter ablation vs antiarrhythmic drug therapy on mortality, stroke, bleeding, and cardiac arrest among patients with atrial fibrillation: the CABANA randomized clinical trial. JAMA. 2019;321:1261–74.CrossRefPubMedPubMedCentral
15.
go back to reference Haeusler KG, Kirchhof P, Endres M. Left atrial catheter ablation and ischemic stroke. Stroke. 2012;43:265–70.CrossRefPubMed Haeusler KG, Kirchhof P, Endres M. Left atrial catheter ablation and ischemic stroke. Stroke. 2012;43:265–70.CrossRefPubMed
16.
go back to reference Rankin JS, Grau-Sepulveda MV, Ad N, Damiano RJ Jr, Gillinov AM, Brennan JM, et al. Associations between surgical ablation and operative mortality after mitral valve procedures. Ann Thorac Surg. 2018;105:1790–6.CrossRefPubMed Rankin JS, Grau-Sepulveda MV, Ad N, Damiano RJ Jr, Gillinov AM, Brennan JM, et al. Associations between surgical ablation and operative mortality after mitral valve procedures. Ann Thorac Surg. 2018;105:1790–6.CrossRefPubMed
17.
go back to reference Edgerton Z, Perini AP, Horton R, Trivedi C, Santangeli P, Bai R, et al. Hybrid procedure (Endo/Epicardial) versus standard manual ablation in patients undergoing ablation of longstanding persistent atrial fibrillation: results from a single center. J Cardiovasc Electrophysiol. 2016;27:524–30.CrossRefPubMed Edgerton Z, Perini AP, Horton R, Trivedi C, Santangeli P, Bai R, et al. Hybrid procedure (Endo/Epicardial) versus standard manual ablation in patients undergoing ablation of longstanding persistent atrial fibrillation: results from a single center. J Cardiovasc Electrophysiol. 2016;27:524–30.CrossRefPubMed
18.
go back to reference Ad N, Henry L, Friehling T, Wish M, Holmes SD. Minimally invasive standalone cox-maze procedure for patients with nonparoxysmal atrial fibrillation. Ann Thorac Surg. 2013;96:792–8.CrossRefPubMed Ad N, Henry L, Friehling T, Wish M, Holmes SD. Minimally invasive standalone cox-maze procedure for patients with nonparoxysmal atrial fibrillation. Ann Thorac Surg. 2013;96:792–8.CrossRefPubMed
19.
go back to reference Hu Y, Chen Y, Lin Y, Chen S. Inflammation and the pathogenesis of atrial fibrillation. Nat Rev Cardiol. 2015;12:230.CrossRefPubMed Hu Y, Chen Y, Lin Y, Chen S. Inflammation and the pathogenesis of atrial fibrillation. Nat Rev Cardiol. 2015;12:230.CrossRefPubMed
20.
go back to reference Sun Z, Zhou D, Xie X, Wang S, Wang Z, Zhao W, et al. Cross-talk between macrophages and atrial myocytes in atrial fibrillation. Basic Res Cardiol. 2016;111:63.CrossRefPubMedPubMedCentral Sun Z, Zhou D, Xie X, Wang S, Wang Z, Zhao W, et al. Cross-talk between macrophages and atrial myocytes in atrial fibrillation. Basic Res Cardiol. 2016;111:63.CrossRefPubMedPubMedCentral
21.
go back to reference Nakajima H, Nakajima HO, Salcher O, Dittie AS, Dembowsky K, Jing S, et al. Atrial but not ventricular fibrosis in mice expressing a mutant transforming growth factor-beta(1) transgene in the heart. Circ Res. 2000;86:571–9.CrossRefPubMed Nakajima H, Nakajima HO, Salcher O, Dittie AS, Dembowsky K, Jing S, et al. Atrial but not ventricular fibrosis in mice expressing a mutant transforming growth factor-beta(1) transgene in the heart. Circ Res. 2000;86:571–9.CrossRefPubMed
Metadata
Title
Model for predicting the recurrence of atrial fibrillation after monopolar or bipolar radiofrequency ablation in patients with AF and mitral valve disease
Authors
Wei Si
Peng Teng
Liang Ma
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Journal of Cardiothoracic Surgery / Issue 1/2024
Electronic ISSN: 1749-8090
DOI
https://doi.org/10.1186/s13019-024-02742-7

Other articles of this Issue 1/2024

Journal of Cardiothoracic Surgery 1/2024 Go to the issue