Dominant Frequency and Organization Index for Substrate Identification of Persistent Atrial Fibrillation
The combined use of dominant frequency (DF) and organization index (OI) might help to identify atrial regions with organized, fast activation rates in persistent atrial fibrillation (persAF). We determined adaptive thresholds for DF and OI based on electrophysiological responses following AF substrate modification. 2048-channel electrograms (3206 EGMs, 30 s, EnSite Array) were analyzed from 10 persAF patients undergoing DF-guided ablation. After QRST subtraction, fast Fourier transform was used to calculate DF and OI. AF cycle length (AFCL) was measured before and after each ablation point (left atrium appendage). EGMs were grouped in two classes: collected at regions whose ablation resulted in AFCL increase (≥10 ms) and AFCL non-increase (<10 ms). Patient-specific z-score DF (DFz) and IO(OIz) were tested to separate the two classes (individually and AND-logic). Informedness (J), accuracy (Acc) and F1 score were used to assess classification performance. Best individual classifications were DFz=0.52(J=0.16,Acc=65%,F1=0.41), and OIz=0.60(J=0.19,Acc=70%,F1=0.40). Best AND-logic (DFz and OIz) classification was DFz=−0.52 and OIz=0.49(J=0.23,Acc=71%,F1=0.43). DF and OI combination might help in the identification of patient-specific AF substrate to guide ablation in future clinical studies.
Funding
Improving target identification for catheter ablation using dominant frequency and rotor analysis in human persistent atrial fibrillation using non-contact mapping
British Heart Foundation
Find out more...Development of a successful novel technology for sudden cardiac death risk stratification for clinical use - LifeMap
Medical Research Council
Find out more...10.13039/501100001807-Fundação de Amparo à Pesquisa do Estado de São Paulo (Grant Number: 2019/05192-1)
History
Author affiliation
Department of Cardiovascular SciencesSource
Conference on Computing in Cardiology (CinC)Version
- AM (Accepted Manuscript)