Evaluation of Pulmonary Vein Fibrosis Following Cryoballoon Ablation of Atrial Fibrillation: A Semi-Automatic MRI Analysis.
Andrea BallatoreErika NegrelloMarco GattiMario MattaPaolo DesalvoLorenzo MarcialisStefania MarconiDavide ToreMassimo MagnanoArianna BissolinoGiulia De LioGaetano Maria De FerrariMichele ContiRiccardo FalettiMatteo AnselminoPublished in: Journal of cardiovascular development and disease (2023)
Current guidelines recommend the use of cardiac magnetic resonance imaging (MRI) for the management of atrial fibrillation (AF). However, the widespread use of cardiac MRI in clinical practice is difficult to achieve. The aim of the present study is to assess whether cardiac MRI can be adopted to identify ablation-induced fibrosis, and its relationship with AF recurrences. Fifty patients undergoing AF cryoballoon ablation were prospectively enrolled. Cardiac MRI was performed before and 30 days after the index ablation. Commercially available software and a specifically designed image processing workflow were used to quantify left atrium (LA) fibroses. Thirty-six patients were finally included in the analysis; twenty-eight were analyzed with the dedicated workflow. Acute electrical isolation was achieved in 98% of the treated pulmonary veins (PVs). After a median follow-up of 16 months, AF recurrences occurred in 12 patients (33%). In both analyses, no differences were found between the subgroups of patients with and without recurrence in the variation of either LA fibrosis or fibrosis at the ostium of the PV, before and after ablation. The ability to predict arrhythmic recurrences evaluated via the ROC curve of the variations in both LA fibrosis (AUC 0.566) and PV fibrosis (AUC 0.600) was low. Cardiac MRI holds the potential to provide clinically significant information on LA disease and AF progression; however, LA fibrosis cannot be easily identified, either by currently available commercial programs or custom tools.
Keyphrases
- atrial fibrillation
- catheter ablation
- magnetic resonance imaging
- contrast enhanced
- left atrial
- left atrial appendage
- oral anticoagulants
- diffusion weighted imaging
- end stage renal disease
- radiofrequency ablation
- left ventricular
- newly diagnosed
- ejection fraction
- direct oral anticoagulants
- heart failure
- chronic kidney disease
- patients undergoing
- percutaneous coronary intervention
- liver fibrosis
- deep learning
- magnetic resonance
- prognostic factors
- public health
- healthcare
- pulmonary hypertension
- oxidative stress
- data analysis
- risk assessment
- respiratory failure
- mitral valve
- pulmonary embolism
- patient reported