Related Experiment Video
Updated: Jan 31, 2026

Optical Mapping of Action Potentials and Calcium Transients in the Mouse Heart
Published on: September 13, 2011
Early afterdepolarizations in cardiac action potentials as mixed mode oscillations due to a folded node singularity
Philipp Kügler1, André H Erhardt2, M A K Bulelzai3
1Institute of Applied Mathematics and Statistics, University of Hohenheim, Stuttgart, Germany.
This study reveals a new mechanism for early afterdepolarizations (EADs), which are cardiac arrhythmias, using mathematical models. A novel folded node singularity in systems with two slow gating variables explains EAD genesis and aids in predicting drug proarrhythmic liability.
Area of Science:
- Computational biology
- Cardiac electrophysiology
- Dynamical systems theory
Background:
- Early afterdepolarizations (EADs) are pathological cardiac voltage oscillations linked to arrhythmias.
- EADs are crucial in preclinical drug safety testing under the Comprehensive in vitro Proarrhythmia Assay (CiPA) framework.
- Previous EAD research utilized models with a single slow ion channel gating variable.
Purpose of the Study:
- To investigate EADs using dynamical systems with two slow gating variables.
- To identify a novel mechanism for EAD genesis.
- To develop a mechanism-based risk metric for computational drug proarrhythmic liability assessment.
Main Methods:
- Analysis of mixed mode oscillations in systems with two slow gating variables.
- Identification of a folded node singularity in the slow flow.
- Derivation of EAD occurrence regions using folded node and bifurcation analyses.
Main Results:
- A novel mechanism for EAD genesis involving mixed mode oscillations and a folded node singularity was identified.
- Regions of the pharmacology parameter space leading to EADs were mathematically derived.
- A normal distance to the EAD boundary was proposed as a risk metric.
Conclusions:
- The study presents a new mechanism for EADs based on dynamical systems with two slow gating variables.
- The findings offer a mechanism-based approach to computationally estimate drug proarrhythmic liability.
- This work advances the understanding of EADs in cardiac electrophysiology and drug safety evaluation.
Related Concept Videos
Cardiac Action Potential
The cardiac action potential process involves a series of phases characterized by the movement of ions across the cardiac cell membranes, leading to the depolarization and repolarization of the cardiac myocytes.
Ionic Basis of Cardiac Action Potentials
Action Potentials
Action Potential
Membrane potential in neurons
Neurons typically have a resting membrane potential of about -70 millivolts (mV). When they receive...
Action Potential
Membrane potential in neurons
Neurons typically have a resting membrane potential of about -70 millivolts (mV). When they receive...
Propagation of Action Potentials
Neurons (nerve cells) have a resting membrane potential, with a slightly negative charge inside compared to outside. This is maintained by ion channels, such as sodium (Na+) and potassium (K+) channels, which control the flow of ions. When a stimulus, like a touch or a signal from another neuron, triggers the neuron, sodium channels open, allowing sodium ions to...
Adrenergic Agonists: Mixed-Action Agents
Ephedrine and pseudoephedrine lack a catecholamine group, making them less susceptible to degradation by metabolic enzymes. They have increased oral bioavailability and lipophilicity, resulting in a longer duration of action. Their response is reduced by...

