Mathematical modelling of the train station of the heart: the atrio-ventricular node

IF 4.4 2区 医学 Q1 NEUROSCIENCES Journal of Physiology-London Pub Date : 2024-09-17 DOI:10.1113/JP287474
H. Zhang, S. M. Narayan, Wayne R. Giles
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Given these essential physiological functions, it is not surprising that this critical ‘station within the heart’ has been studied in detail using anatomical, electrophysiological, molecular and mathematical simulation methods (Markowitz &amp; Lerman, <span>2018</span>). Nonetheless, key aspects of its functional properties (such as the basis for the delay of the AP just when it leaves the atria and enters the A-V node) and the conduction slowing across the node are not fully understood (Choi et al, <span>2023</span>). It is well known, however, that these features are fundamental to the altered dynamics of the A-V node in response to changes in heart rate (Billette &amp; Nattel, <span>1994</span>) as well as in the setting of some supraventricular rhythm disturbances (Markowitz &amp; Lerman, <span>2018</span>).</p><p>A timely and comprehensive paper, aimed at obtaining an improved understanding of A-V node function, is published in this issue of <i>The Journal of Physiology</i> (Bartolucci et al., <span>2024</span>). It is based on mathematical modelling of a typical myocyte isolated from the A-V node of the adult mouse heart. The authors make use of new experimental data to advance knowledge of the ways in which the constellation of ion channels, transporters and electrogenic pumps that are expressed in these A-V node isolated myocytes act in combination to regulate both (1) their action potential waveform and (2) their latent, or secondary, pacemaker activity. One set of novel findings provide important insights into the ways in which the integral membrane proteins that form the L-type channel complex regulate Ca<sup>2+</sup> influx. This Ca<sup>2+</sup> conductance provides much of the depolarizing current that generates the initial regenerative depolarization of the ‘slow response’ APs in these A-V node myocytes. The revised mathematical model also takes semiquantitative account of the intracellular Ca<sup>2+</sup>. Thus, it can be used to guide ongoing research into Ca<sup>2+</sup>-induced Ca<sup>2+</sup> release in these myocytes as well as Ca<sup>2+</sup>-dependent intercellular coupling and/or Ca<sup>2+</sup>-dependent gene transcription in response to maintained changes in A-V node firing rate. This comprehensive work is made possible by the complementary expertise of the two main collaborating groups. The Mangoni group have well established expertise in the challenging task of isolating and then carrying out detailed electrophysiological studies on these single myocytes. The Severi group complement this based on their ability to objectively analyse these data sets, extract key features that anchor their computational approaches, and then account for the interesting intrinsic variability of ion channel expression in theses single myocytes.</p><p>An appreciation for the new findings in this paper leads to speculation concerning how these insights could be leveraged to obtain a more complete understanding of the electrophysiological dynamics in the A-V nodes. Examples include the following.</p><p>As noted, the A-V node in all mammalian hearts is a 3-D structure consisting (in the adult mouse heart) of several thousand myocytes that are coupled electrotonically (Spitzer et al., <span>1997</span>) by very sparse expression of connexins. Bartolucci et al. (<span>2024</span>) focus on the electrophysiological basis for the AP waveform, and some aspects of the latent pacemaker depolarization in a single isolated myocyte. Interestingly, recent publications by the Simula group (Jæger, Trotter et al., <span>2024</span>; Jæger &amp; Tveito, <span>2024</span>) have developed a mathematical basis and parallel computing platform that, in principle, could allow this type of single myocyte model to be mapped onto a 2- or 3-D mesh corresponding to the entire adult mouse A-V node. Their approach offers the spatial and temporal resolution that can account for each single myocyte AP, and also calculate the related changes in extracellular potentials.</p><p>Bartolucci et al. (<span>2024</span>) provide a comprehensive biophysical basis for rate-induced changes in Na<sup>+</sup>, K<sup>+</sup> or Ca<sup>2+</sup> within the single A-V node myocyte. This information could be explored in more detail. A primary reason for this is that the intrinsic properties of the A-V node myocyte (small size and very low current densities) result in this interesting ‘train station within the heart’ functioning as a high resistance current source during the entire time course or duty cycle of each heartbeat. This property has the consequence that even very small changes in net transmembrane current can significantly alter the action potential waveform and/or the maximum diastolic potential and slope of the latent pacemaker depolarization in the A-V node. We note that Bartolucci et al. (<span>2024</span>) have preassigned a relatively high <i>in silico</i> expression density or turnover rate for the electrogenic Na<sup>+</sup>/K<sup>+</sup> pump. This should be further explored in terms of the contributions of this pump-mediated current to the action potential wave form and to the exact value of the maximum diastolic potential. In neurophysiological systems, coupling of cellular metabolism to electrical activity is important under both physiological and pathophysiological conditions (Howarth et al., <span>2012</span>).</p><p>Improved understanding of the functional role(s) of Ca<sup>2+</sup> fluxes in the A-V node myocyte motivates additional studies that focus on changes produced by alterations in autonomic tone (Hucker et al., <span>2007</span>; Markowitz &amp; Lerman, <span>2018</span>. In addition, adenosine (Wang et al., <span>1996</span>) is well known in both experimental and clinical settings to result in transient changes in A-V node function. Some of these are due to decreases in the L-type Ca<sup>2+</sup> current.</p><p>The revised mathematical model developed by Bartolucci et al, <span>2024</span> could also be applied in an attempt to understand the functional roles of the different types of myocytes that are found in the mammalian A-V node (Inada et al, <span>2009</span>). This approach may also be able to be extended in attempts to understand the ‘dual pathway’ conduction phenomena with the A-V node (George et al (<span>2017</span>). Finally, the comprehensive work in this paper may provide a basis for re-examining the mechanisms that underlie conduction block that occurs within or very near the A-V node in a variety of cardiovascular diseases (Sabzwari &amp; Tzou, <span>2023</span>).</p>","PeriodicalId":50088,"journal":{"name":"Journal of Physiology-London","volume":"602 19","pages":"4695-4696"},"PeriodicalIF":4.4000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1113/JP287474","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Physiology-London","FirstCategoryId":"3","ListUrlMain":"https://physoc.onlinelibrary.wiley.com/doi/10.1113/JP287474","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

In mammals, each normal heart beat requires sequential and directed movement of the electrical triggering event, the action potential (AP), proximal and then distal to the atrioventricular (A-V) node. This is the basis for, and ensures, a one-to-one ratio between activation and contraction of the atria and the ventricles. Equally importantly, the delay produced in part by the relatively slow conduction across the A-V node is essential for providing the time window needed for the ventricles to fill with blood before they contract. Given these essential physiological functions, it is not surprising that this critical ‘station within the heart’ has been studied in detail using anatomical, electrophysiological, molecular and mathematical simulation methods (Markowitz & Lerman, 2018). Nonetheless, key aspects of its functional properties (such as the basis for the delay of the AP just when it leaves the atria and enters the A-V node) and the conduction slowing across the node are not fully understood (Choi et al, 2023). It is well known, however, that these features are fundamental to the altered dynamics of the A-V node in response to changes in heart rate (Billette & Nattel, 1994) as well as in the setting of some supraventricular rhythm disturbances (Markowitz & Lerman, 2018).

A timely and comprehensive paper, aimed at obtaining an improved understanding of A-V node function, is published in this issue of The Journal of Physiology (Bartolucci et al., 2024). It is based on mathematical modelling of a typical myocyte isolated from the A-V node of the adult mouse heart. The authors make use of new experimental data to advance knowledge of the ways in which the constellation of ion channels, transporters and electrogenic pumps that are expressed in these A-V node isolated myocytes act in combination to regulate both (1) their action potential waveform and (2) their latent, or secondary, pacemaker activity. One set of novel findings provide important insights into the ways in which the integral membrane proteins that form the L-type channel complex regulate Ca2+ influx. This Ca2+ conductance provides much of the depolarizing current that generates the initial regenerative depolarization of the ‘slow response’ APs in these A-V node myocytes. The revised mathematical model also takes semiquantitative account of the intracellular Ca2+. Thus, it can be used to guide ongoing research into Ca2+-induced Ca2+ release in these myocytes as well as Ca2+-dependent intercellular coupling and/or Ca2+-dependent gene transcription in response to maintained changes in A-V node firing rate. This comprehensive work is made possible by the complementary expertise of the two main collaborating groups. The Mangoni group have well established expertise in the challenging task of isolating and then carrying out detailed electrophysiological studies on these single myocytes. The Severi group complement this based on their ability to objectively analyse these data sets, extract key features that anchor their computational approaches, and then account for the interesting intrinsic variability of ion channel expression in theses single myocytes.

An appreciation for the new findings in this paper leads to speculation concerning how these insights could be leveraged to obtain a more complete understanding of the electrophysiological dynamics in the A-V nodes. Examples include the following.

As noted, the A-V node in all mammalian hearts is a 3-D structure consisting (in the adult mouse heart) of several thousand myocytes that are coupled electrotonically (Spitzer et al., 1997) by very sparse expression of connexins. Bartolucci et al. (2024) focus on the electrophysiological basis for the AP waveform, and some aspects of the latent pacemaker depolarization in a single isolated myocyte. Interestingly, recent publications by the Simula group (Jæger, Trotter et al., 2024; Jæger & Tveito, 2024) have developed a mathematical basis and parallel computing platform that, in principle, could allow this type of single myocyte model to be mapped onto a 2- or 3-D mesh corresponding to the entire adult mouse A-V node. Their approach offers the spatial and temporal resolution that can account for each single myocyte AP, and also calculate the related changes in extracellular potentials.

Bartolucci et al. (2024) provide a comprehensive biophysical basis for rate-induced changes in Na+, K+ or Ca2+ within the single A-V node myocyte. This information could be explored in more detail. A primary reason for this is that the intrinsic properties of the A-V node myocyte (small size and very low current densities) result in this interesting ‘train station within the heart’ functioning as a high resistance current source during the entire time course or duty cycle of each heartbeat. This property has the consequence that even very small changes in net transmembrane current can significantly alter the action potential waveform and/or the maximum diastolic potential and slope of the latent pacemaker depolarization in the A-V node. We note that Bartolucci et al. (2024) have preassigned a relatively high in silico expression density or turnover rate for the electrogenic Na+/K+ pump. This should be further explored in terms of the contributions of this pump-mediated current to the action potential wave form and to the exact value of the maximum diastolic potential. In neurophysiological systems, coupling of cellular metabolism to electrical activity is important under both physiological and pathophysiological conditions (Howarth et al., 2012).

Improved understanding of the functional role(s) of Ca2+ fluxes in the A-V node myocyte motivates additional studies that focus on changes produced by alterations in autonomic tone (Hucker et al., 2007; Markowitz & Lerman, 2018. In addition, adenosine (Wang et al., 1996) is well known in both experimental and clinical settings to result in transient changes in A-V node function. Some of these are due to decreases in the L-type Ca2+ current.

The revised mathematical model developed by Bartolucci et al, 2024 could also be applied in an attempt to understand the functional roles of the different types of myocytes that are found in the mammalian A-V node (Inada et al, 2009). This approach may also be able to be extended in attempts to understand the ‘dual pathway’ conduction phenomena with the A-V node (George et al (2017). Finally, the comprehensive work in this paper may provide a basis for re-examining the mechanisms that underlie conduction block that occurs within or very near the A-V node in a variety of cardiovascular diseases (Sabzwari & Tzou, 2023).

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心脏火车站的数学模型:房室结。
在哺乳动物中,每次正常的心脏搏动都需要电触发事件--动作电位(AP)--在房室(A-V)结近端和远端依次定向移动。这是心房和心室激活和收缩比例一一对应的基础和保证。同样重要的是,A-V 节点相对缓慢的传导所产生的部分延迟对于提供心室在收缩前充满血液所需的时间窗口至关重要。鉴于这些重要的生理功能,人们使用解剖学、电生理学、分子和数学模拟方法对这一关键的 "心脏内站 "进行详细研究也就不足为奇了(Markowitz &amp; Lerman, 2018)。然而,人们对其功能特性的关键方面(如 AP 刚刚离开心房进入 A-V 节点时出现延迟的基础)以及整个节点的传导减慢尚未完全了解(Choi 等人,2023 年)。然而众所周知,这些特征是 A-V 节点随心率变化而改变动态的根本原因(Billette &amp; Nattel, 1994),也是某些室上性节律紊乱情况下的根本原因(Markowitz &amp; Lerman, 2018)。本期《生理学杂志》(The Journal of Physiology)发表了一篇及时而全面的论文,旨在加深对 A-V 节点功能的理解(Bartolucci 等人,2024)。该论文基于从成年小鼠心脏 A-V 节点分离出的典型肌细胞的数学模型。作者利用新的实验数据,进一步了解了在这些 A-V 节离体肌细胞中表达的离子通道、转运体和电原泵的组合如何共同调节 (1) 其动作电位波形和 (2) 其潜伏或次级起搏器活动。一组新发现为了解构成 L 型通道复合物的完整膜蛋白如何调节 Ca2+ 流入提供了重要见解。这种 Ca2+ 传导提供了大部分的去极化电流,在这些 A-V 节点肌细胞中产生了 "慢反应 "AP 的初始再生去极化。修订后的数学模型还对细胞内 Ca2+ 进行了半定量的考虑。因此,它可用于指导目前对这些肌细胞中 Ca2+ 诱导的 Ca2+ 释放以及 Ca2+ 依赖性细胞间偶联和/或 Ca2+ 依赖性基因转录对维持 A-V 节点发射率变化的响应的研究。这项全面的工作之所以能够完成,得益于两个主要合作小组互补的专业知识。曼戈尼小组在分离单个肌细胞并对其进行详细的电生理研究这一具有挑战性的任务方面拥有成熟的专业知识。塞韦里研究小组能够对这些数据集进行客观分析,提取关键特征作为其计算方法的基础,然后对这些单个肌细胞中离子通道表达的有趣内在变异性进行解释,从而对此进行补充。如前所述,所有哺乳动物心脏的 A-V 节点都是由数千个肌细胞组成的三维结构(在成年小鼠心脏中),这些肌细胞通过非常稀少的连接蛋白表达进行电偶联(Spitzer 等人,1997 年)。Bartolucci 等人(2024 年)重点研究了 AP 波形的电生理学基础,以及单个离体心肌细胞中潜在起搏器去极化的某些方面。有趣的是,Simula 小组(Jæger, Trotter 等人,2024 年;Jæger &amp; Tveito,2024 年)最近发表的论文开发了一种数学基础和并行计算平台,原则上可以将这种类型的单个肌细胞模型映射到与整个成年小鼠 A-V 节点相对应的二维或三维网格上。Bartolucci 等人(2024 年)为单个 A-V 节点肌细胞内 Na+、K+ 或 Ca2+ 的速率诱导变化提供了全面的生物物理基础。我们可以对这些信息进行更详细的探讨。其主要原因是 A-V 节点肌细胞的固有特性(体积小、电流密度极低)导致这个有趣的 "心脏中的火车站 "在每次心跳的整个时间过程或占空比中充当高阻抗电流源。
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来源期刊
Journal of Physiology-London
Journal of Physiology-London 医学-神经科学
CiteScore
9.70
自引率
7.30%
发文量
817
审稿时长
2 months
期刊介绍: The Journal of Physiology publishes full-length original Research Papers and Techniques for Physiology, which are short papers aimed at disseminating new techniques for physiological research. Articles solicited by the Editorial Board include Perspectives, Symposium Reports and Topical Reviews, which highlight areas of special physiological interest. CrossTalk articles are short editorial-style invited articles framing a debate between experts in the field on controversial topics. Letters to the Editor and Journal Club articles are also published. All categories of papers are subjected to peer reivew. The Journal of Physiology welcomes submitted research papers in all areas of physiology. Authors should present original work that illustrates new physiological principles or mechanisms. Papers on work at the molecular level, at the level of the cell membrane, single cells, tissues or organs and on systems physiology are all acceptable. Theoretical papers and papers that use computational models to further our understanding of physiological processes will be considered if based on experimentally derived data and if the hypothesis advanced is directly amenable to experimental testing. While emphasis is on human and mammalian physiology, work on lower vertebrate or invertebrate preparations may be suitable if it furthers the understanding of the functioning of other organisms including mammals.
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