Intracellular ions, including sodium $\left({\mathrm{Na}}^{+}\right)$, calcium $\left({\mathrm{Ca}}^{2+}\right)$, and potassium $\left({\mathrm{K}}^{+}\right)$, etc., accumulate slowly after a change of the state of the heart, such as a change of the heart rate. The goal of this study is to understand the roles of slow ion accumulation in the genesis of cardiac memory and complex action-potential duration (APD) dynamics that can lead to lethal cardiac arrhythmias. We carry out numerical simulations of a detailed action potential model of ventricular myocytes under normal and diseased conditions, which exhibit memory effects and complex APD dynamics. We develop a low-dimensional iterated map (IM) model to describe the dynamics of ${\mathrm{Na}}^{+},$ ${\mathrm{Ca}}^{2+}$, and APD and use it to uncover the underlying dynamical mechanisms. The development of the IM model is informed by simulation results under the normal condition. We then use the IM model to perform linear stability analyses and computer simulations to investigate the bifurcations and complex APD dynamics, which depend on the feedback loops between APD and intracellular ${\mathrm{Ca}}^{2+}$ and ${\mathrm{Na}}^{+}$ concentrations and the steepness of the APD response to the ion concentrations. When the feedback between APD and ${\mathrm{Ca}}^{2+}$ concentration is positive, a Hopf bifurcation leading to periodic oscillatory behavior occurs as the steepness of the APD response to the ion concentrations increases. The negative feedback loop between APD and ${\mathrm{Na}}^{+}$ concentration is required for the Hopf bifurcation. When the feedback between APD and ${\mathrm{Ca}}^{2+}$ concentration is negative, period-doubling bifurcations leading to high periodicity and chaos occurs. In this case, ${\mathrm{Na}}^{+}$ accumulation plays little role in the dynamics. Finally, we carry out simulations of the detailed action potential model under two diseased conditions, which exhibit steep APD responses to ion concentrations. Under both conditions, Hopf bifurcations leading to slow oscillations or period-doubling bifurcations leading to high periodicity and chaotic APD dynamics occur, depending on the strength of the ion $\text{pump}\text{—}{\mathrm{Na}}^{+}\text{−}{\mathrm{Ca}}^{2+}$ exchanger. Using functions reconstructed from the simulation data, the IM model accurately captures the bifurcations and dynamics under the two diseased conditions. In conclusion, besides using computer simulations of a detailed high-dimensional action-potential model to investigate the effects of slow ion accumulation and short-term memory on bifurcations and genesis of complex APD dynamics in cardiac myocytes under diseased conditions, this study also provides a low-dimensional mathematical tool, i.e., the IM model, to allow stability analyses for uncovering the underlying mechanisms.

• Received 12 October 2023
• Accepted 19 January 2024

DOI:https://doi.org/10.1103/PhysRevE.109.024410