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ECG-Based Indices to Characterize Persistent Atrial Fibrillation Before and During Stepwise Catheter Ablation
Anna McCann1, Jean-Marc Vesin1, Etienne Pruvot2
1Applied Signal Processing Group, Swiss Federal Institute of Technology, Lausanne, Switzerland.
Electrocardiogram (ECG) analysis during catheter ablation (CA) for persistent atrial fibrillation (pers-AF) shows lower atrial organization in non-responders. Increased organization post-ablation may indicate arrhythmia recurrence.
Area of Science:
- Electrophysiology
- Cardiology
- Medical Imaging and Signal Processing
Background:
- Catheter ablation (CA) for persistent atrial fibrillation (pers-AF) has inconsistent success rates.
- Predicting patient response and monitoring ablation effectiveness requires improved methods.
- Electrocardiogram (ECG) analysis offers a noninvasive approach to assess atrial activity during procedures.
Purpose of the Study:
- To refine patient selection for CA based on ECG-derived atrial organization indices.
- To evaluate the temporal changes in AF organization during stepwise CA.
- To identify ECG markers indicating ablation effectiveness and potential for recurrence.
Main Methods:
- Continuous 12-lead ECG recordings during stepwise CA in 40 pers-AF patients.
- Analysis of ECG signals in 10-second epochs: pre-pulmonary vein isolation (PVI), during PVI, and post-PVI.
- Calculation of instantaneous frequency (IF), adaptive organization index (AOI), sample entropy (SampEn), and f-wave amplitude (FWA) to quantify AF organization.
Main Results:
- Patients were categorized into: left atrium terminated/not recurring (LTN), left atrium terminated/recurring (LTR), and not left atrium terminated/all recurring (NLT).
- The NLT group exhibited the lowest AF organization across all ablation stages.
- While AF organization generally increased post-ablation, specific ECG measure changes differed between AF and atrial tachycardia/atrial flutter recurrence types.
Conclusions:
- Noninvasive ECG measures reveal diminished AF organization in patients with poor response to stepwise CA.
- ECG analysis during CA does not predict recurrence but highlights poor responders.
- Increased atrial organization post-ablation may correlate with organized arrhythmia recurrence.
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