Novel Signal Processing Technique for Atrial Fibrillation

Use of a novel signal processing technique during atrial fibrillation to provide clinically relevant information for ablation therapy

Analog heartbeat on graph paper
Source: 成人大片

Background

Atrial fibrillation (AF) is the most common arrhythmia and a primary cause of stroke, it occurs in approximately 1-2% of the general population. AF prevalence is predicted to at least double over the next 50 years. Catheter ablation is a common method for treatment of symptomatic AF and is increasingly seen as a therapeutic option in heart failure patients with AF. AF is characterized by wavefront propagation through cardiac tissue that results in complex signal formation and signal fragmentation. The information collected from intracardiac electrograms (IEGMs) from the atria are used to create a 3-dimensional (3-D) map. This map is then used to guide an ablation catheter to eliminate sites of AF formation. However, the underlying mechanisms of AF are poorly understood, and outcomes remain suboptimal. There is a need to better understand the perpetuating sources of AF as the success of ablation therapy depends on accurately identifying and targeting these sources.

Technology Overview

Queen鈥檚 researchers have developed a novel approach of sequential mapping using catheters with a higher density of electrodes to inspect regions of the atria. This technique allows for the identification of 鈥渟ignatures鈥 of an AF source or rotor. The approach investigates the relationship between simultaneously recorded IEGMs during AF. They identify and characterize wavefront characteristics of a region through analysis of short-term change in regional dominant frequency (RDF). The researchers have created several algorithms to identify and quantify regional wavefront discontinuities, or wave breaks, for characterization of AF patterns and they have created a color-coded three-dimensional map of the atria to be used in the ablation therapy. They show that this novel RDF concept can be used to identify and quantify discontinuities in wavefront activation providing insightful information that can be used for catheter ablation therapy.

Block diagram of the proposed method for the regional dominant frequency (RDF) analysis and sample output of each stage.

 

Bipolar intracardiac electrograms (IEGMs) collected from a patient with persistent AF. The average of the preprocessed signals and the low pass filtered average are plotted on the 11th axis, and the 12th axis shows the dominant frequency (DF) of the low pass filtered signal.

Intercardic EGMs
FIG. 2A. IEGM segment with clear wavefronts, and the normalized preprocessed signals (with the maximum amplitude of one) are also plotted. The output of the low pass filter has a large peak for each wavefront and the DF for this figure varies between 4.9 to 5.5 Hz.  FIG. 2B. Segment of the IEGM with a wave break in which there are no distinguishable wavefronts at the beginning of the segment. Here, the average of the preprocessed signal has multiple small peaks that are not present when low pass filtered, and there is a significant drop in the instantaneous regional dominant frequency (iRDF) at this time. 

 

Histograms and scatterplot with test results

 

Two examples of three-dimensional atrial maps shaded based on the regional dominant frequency (RDF) and wave break rate (WBR); also shown is a plot of four bipolar IEGMs of the catheter at a site with high RDF (7 Hz) and low WBR.

3d atrial maps
(top). A 3D atrial map based on the mean complex fractionated electrogram (CFE) for a patient with persistent AF, wherein ablation sites are marked with filled circles; (middle) is a plot showing, from top to bottom, surface ECG (lead I), IEGMs of the ablation catheter placed at the location marked with star, IEGMs collected from catheters placed in coronary sinus (CS) and in the right superior pulmonary vein; (bottom) are atrial maps shaded based on the regional dominant frequency (RDF) and wave break rate (WBR) when 24 segments longer than 25 seconds were used to create these maps. In all the atrial maps, the ablation site that lead to AF termination is marked with star.

 

Further Detail

Benefits

  • The proposed method is designed to be more robust and efficient than phase mapping.
  • The use of the WBR to quantify the qualities of wavefront propagation at each site; it can be color-coded and shown on electroanatomic mapping systems and employed to characterize and differentiate signal complexity potentially leading to a more informed choice of ablation.
  • The data is collected sequentially but used regionally providing improved endocardial resolution over panoramic surface ECG and current balloon-based technologies. 

Opportunity

Queen鈥檚 University is seeking an exclusive licensee or research collaborator to further validate and subsequently commercialize this asset.

Patents

  • US Patent 11,284,826 B2 鈥淢ethods for identifying wave break during atrial fibrillation鈥
  • Pending Canadian Patent Application serial No. 3,016,658 鈥淢ethods for identifying wave break during atrial fibrillation鈥

IP Status

Patented

Seeking

  • Development partner 
  • Commercial partner
  • Seeking investment
  • Licensing

Posted

September 19, 2023