Complexity analysis of electrical activity during endocardial and epicardial biventricular mapping of ventricular

Vasanth Ravikumar1, Xiangzhen Kong1, Nick Y Tan2

  • 1Department of Electrical Engineering, University of Minnesota, Minneapolis, USA.

Insights

Ventricular fibrillation (VF) exhibits distinct spatial and temporal electrical organization. The endocardium shows disorganized, rapid activity, while the epicardium displays organized, slower electrical patterns during VF progression.

Area of Science:

  • Cardiac Electrophysiology
  • Computational Cardiology
  • Arrhythmia Mechanisms

Background:

  • Ventricular fibrillation (VF) is a major cause of sudden cardiac death.
  • Current mapping technologies limit comprehensive in situ VF spatiotemporal analysis.

Purpose of the Study:

  • Develop a computational method to characterize VF spatiotemporal organization using commercial technology.
  • Investigate VF substrate and potential ablation targets through detailed electrical mapping.
  • Evaluate intracardiac electrograms during biventricular mapping in a canine model.

Main Methods:

  • Developed a linear discriminant analysis (LDA) model using optical mapping data to differentiate organized and disorganized electrical activity.
  • Performed biventricular endocardial (ENDO) and epicardial (EPI) mapping in 4 canine hearts during VF.
  • Applied LDA, cycle length (CL), and regularity index (RI) to intracardiac electrograms at three VF progression intervals.

Main Results:

  • Organized electrical activity was observed in the epicardium (EPI) as VF progressed, contrasting with the endocardium (ENDO).
  • The endocardium, particularly the right ventricle (RV), exhibited shorter cycle lengths (CL), indicating faster VF activity.
  • The epicardium showed higher regularity indices (RI) across all VF stages, suggesting consistent spatiotemporal electrical patterns.

Conclusions:

  • Identified distinct electrical organization and spatiotemporal differences in canine hearts during VF progression.
  • The RV endocardium is characterized by high disorganization and faster VF frequency.
  • The epicardium demonstrates high spatiotemporal organization and consistent, longer RR intervals during VF.
Abstract

Related Concept Videos

ECG Interpretation of Arrhythmias II: Atrial, Junctional and Ventricular Arrhythmias01:25

ECG Interpretation of Arrhythmias II: Atrial, Junctional and Ventricular Arrhythmias

Arrhythmia is a condition characterized by an irregular heart rhythm, with ECG changes that differ based on its origin and nature. The types of arrhythmias discussed below include atrial, junctional, and ventricular arrhythmias.Atrial ArrhythmiasPremature Atrial Complexes (PACs): PACs are early atrial beats caused by stress, caffeine, alcohol, electrolyte imbalances, hypoxia, hyperthyroidism, or certain medications (e.g., bronchodilators and decongestants). The ECG shows early P waves with an...
48
Electrocardiogram Fundamentals01:28

Electrocardiogram Fundamentals

Introduction
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin...
649
Electrophysiology of Normal Cardiac Rhythm01:19

Electrophysiology of Normal Cardiac Rhythm

The normal cardiac rhythm is a synchronized electrical activity that facilitates the regular and coordinated contraction of the heart muscle. This process is essential for efficient blood circulation throughout the body. The fundamental elements involved in establishing and maintaining this rhythm include the unique electrical properties of cardiac muscle cells, the sinoatrial (SA) node's pacemaker function, the specialized conducting system, and the ionic mechanisms underlying each phase...
6.5K
Correlation between ECG and Cardiac Cycle01:25

Correlation between ECG and Cardiac Cycle

The electrical signals recorded on an electrocardiogram (ECG) occur before the mechanical processes of contraction and relaxation during the cardiac cycle.
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...
7.2K
Dysrhythmias III: Characteristics of Dysrhythmias01:29

Dysrhythmias III: Characteristics of Dysrhythmias

Dysrhythmias, also known as arrhythmias, are irregular heart rhythms that result from abnormal electrical activity in the heart, affecting its ability to circulate blood efficiently. Tachyarrhythmias, a subset of dysrhythmias, are characterized by abnormally fast heart rates exceeding 100 beats per minute. Here are some types of tachyarrhythmias with their distinct ECG features:Sinus Tachycardia:Sinus tachycardia presents a regular heart rhythm with an increased rate of 101-180 beats per...
12
Electrocardiogram01:29

Electrocardiogram

An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
2.5K