Multiscale mechanistic modelling of heterogeneity in cardiac sub-cellular calcium handling accounting for variable
Michael A Colman1, Yohannes Shiferaw2, David Conesa1
1Department of Biomedical Sciences, Faculty of Biological Sciences, University of Leeds, Leeds, West Yorkshire, UK.
Insights
We developed an efficient computational model for cardiac calcium handling that captures spatial dynamics without explicit modeling. This model simulates normal and abnormal heart rhythms, aiding arrhythmia research and patient-specific treatments.
Area of Science:
- Cardiology
- Computational Biology
- Biophysics
Background:
- Subcellular calcium handling in cardiac myocytes is crucial for normal and abnormal heart function.
- The transverse and axial tubular system (t-system) influences calcium-induced calcium-release synchrony and arrhythmogenic behaviors.
- Existing detailed 3D models are computationally expensive for large-scale tissue simulations.
Purpose of the Study:
- To develop a computationally efficient model of spatially dependent subcellular calcium handling.
- To capture a broad range of calcium handling phenomena without explicit spatial modeling.
- To enable integration into existing cell models for variable t-system density simulations.
Main Methods:
- Developed a model tracking calcium release unit (CRU) state occupancy.
- Incorporated activation rates for triggered, spontaneous, and spatially recruited calcium sparks.
- Designed as an independent module for integration into existing cardiac cell models.
Main Results:
- The model accurately reproduces normal and abnormal pacing dynamics.
- Simulated centripetal calcium waves in cells lacking a robust t-system.
- Captured calcium transient alternans, delayed triggered sparks, and spontaneous calcium release.
Conclusions:
- The novel model efficiently captures spatial calcium handling features without explicit spatial modeling.
- Achieves computational efficiency suitable for large-scale tissue simulations.
- Applicable to mechanistic arrhythmia research and patient-specific modeling.
Abstract:
Spatial properties of subcellular calcium handling in cardiac myocytes underpin both normal and abnormal functions. The structure and density of the transverse and axial tubular system (t-system) strongly determine the spatiotemporal synchrony of calcium-induced-calcium-release, and arrhythmogenic behaviours such as calcium transient alternans and subcellular calcium waves inherently depend on stochastic calcium spark initiation and spatial diffusion. Although detailed three-dimensional cellular models can reproduce these processes, they are computationally prohibitive for the tissue-scale simulations required to investigate arrhythmia mechanisms or inform patient-specific modelling. In this study, we develop a computationally efficient model that reproduces a broad range of spatially dependent subcellular calcium-handling phenomena. The model tracks the population occupancy of distinct states of calcium release units (CRUs), with activation rates that capture the different mechanisms of calcium spark initiation (triggered, spontaneous and spatially recruited). The model has been designed as an independent module that can be integrated into existing cell models and enables the simulation of variable t-system density. We demonstrate in three established cell models that this framework captures normal and abnormal pacing dynamics, including centripetal calcium waves in cells lacking a robust t-system, multiple mechanisms of calcium transient alternans, delayed triggered calcium sparks, and spontaneous calcium release mediated early and delayed after depolarisations. The model achieves this while maintaining a computational efficiency sufficient for large-scale tissue simulations, suitable for mechanistic and clinical applications. Key points Spatial features of sub-cellular calcium handling are integral to physiological and pathophysiological dynamics. This is particularly true for myocytes without a robust sub-cellular transverse and axial tubule system. Traditional computational models of cardiac myocytes do not capture these important features; detailed spatiotemporal models of sub-cellular calcium handling are computationally intensive and unsuitable for large-scale tissue simulation. We develop a novel model that captures spatial features of the sub-cellular calcium handling system without requiring explicit spatial modelling. The model was capable of reproducing normal and abnormal calcium handling dynamics, including centripetal calcium waves, calcium transient alternans, and spontaneous calcium sparks and waves, while being sufficiently efficient to perform tissue-scale simulations.
Related Concept Videos
Mechanistic Models: Overview of Compartment Models
Mechanistic Models: Compartment Models in Individual and Population Analysis


