A Reaction-Diffusion Heart Model for the Closed-Loop Evaluation of Heart-Pacemaker Interaction

被引:4
作者
Biasi, Niccolo [1 ]
Seghetti, Paolo [2 ,3 ]
Mercati, Matteo
Tognetti, Alessandro [1 ,4 ]
机构
[1] Univ Pisa, Informat Engn Dept, I-56122 Pisa, Italy
[2] Scuola Super Sant Anna, Hlth Sci Interdisciplinary Ctr, I-56127 Pisa, Italy
[3] CNR, Inst Clin Physiol, I-56124 Pisa, Italy
[4] Univ Pisa, Res Ctr E Piaggio, I-56122 Pisa, Italy
关键词
Cardiovascular implantable electronic devices (CIEDs); endless loop tachycardia; heart modelling; in silico closed-loop models; reaction-diffusion models; ELECTRICAL RESTITUTION; OUTWARD CURRENT; ION CHANNELS; CANINE RIGHT; REPOLARIZATION; HETEROGENEITY; MYOCYTES; VERIFICATION; MECHANISMS; CONDUCTION;
D O I
10.1109/ACCESS.2022.3222830
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The purpose of this manuscript is to develop a reaction-diffusion heart model for closed-loop evaluation of heart-pacemaker interaction, and to provide a hardware setup for the implementation of the closed-loop system. The heart model, implemented on a workstation, is based on the cardiac monodomain formulation and a phenomenological model of cardiac cells, which we fitted to the electrophysiological properties of the different cardiac tissues. We modelled the pacemaker as a timed automaton, deployed on an Arduino 2 board. The Arduino and the workstation communicate through a PCI acquisition board. Additionally, we developed a graphical user interface for easy handling of the framework. The myocyte model resembles the electrophysiological properties of atrial and ventricular tissue. The heart model reproduces healthy activation sequence and proved to be computationally efficient (i.e., 1 s simulation requires about 5 s). Furthermore, we successfully simulated the interaction between heart and pacemaker models in three well-known pathological contexts. Our results showed that the PDE formulation is appropriate for the simulation in closed-loop. While computationally more expensive, a PDE model is more flexible and allows to represent more complex scenarios than timed or hybrid automata. Furthermore, users can interact more easily with the framework thanks to the graphical representation of the spatiotemporal evolution of the membrane potentials. By representing the heart as a reaction-diffusion model, the proposed closed-loop system provides a novel and promising framework for the assessment of cardiac pacemakers.
引用
收藏
页码:121249 / 121260
页数:12
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