ArticlePLoS computational biology2017
A computational model of spatio-temporal cardiac intracellular calcium handling with realistic structure and spatial flux distribution from sarcoplasmic reticulum and t-tubule reconstructions.
Article in PLoS computational biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed, 60 citations in OpenAlex.
- Spaceborne and spaceborn: Physiological aspects of pregnancy and birth during interplanetary flight.Experimental physiology · 2026Review
- T-World Virtual Human Cardiomyocyte. I. Development, Validation, and Cell Arrhythmogenesis.Circulation research · 2026Article
- APD restitution controls arrhythmia emergence in cardiac tissue with RyR2 dysfunction.The Journal of physiology · 2026Article
- Calcium dynamics in small spaces: Lessons learned from modeling in dendritic spines.Biophysical journal · 2025Review
- Excitation and mechanical contraction of a 3D cardiomyocyte model.Biophysical journal · 2025Article
- Role of ryanodine receptor cooperativity in CaThe Journal of physiology · 2024Article
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- Computational modeling of cardiac electrophysiology and arrhythmogenesis: toward clinical translation.Physiological reviews · 2024Review
- Numerical simulation of calcium dynamics dependent ATP degradation, IPJournal of biological physics · 2023Article
- Diversity of cells and signals in the cardiovascular system.The Journal of physiology · 2023Article
- Ionic current changes underlying action potential repolarization responses to physiological pacing and adrenergic stimulation in adult rat ventricular myocytes.Physiological reports · 2023Article
- Correlative super-resolution analysis of cardiac calcium sparks and their molecular origins in health and disease.Open biology · 2023Article
- Increased SERCA2a sub-cellular heterogeneity in right-ventricular heart failure inhibits excitation-contraction coupling and modulates arrhythmogenic dynamics.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2022Article
- Modeling Calcium Cycling in the Heart: Progress, Pitfalls, and Challenges.Biomolecules · 2022Review
- Synchronization of spatially discordant voltage and calcium alternans in cardiac tissue.Physical review. E · 2022Article
- New open-source software for subcellular segmentation and analysis of spatiotemporal fluorescence signals using deep learning.iScience · 2022Article
- Multi-Scale Computational Modeling of Spatial Calcium Handling From Nanodomain to Whole-Heart: Overview and Perspectives.Frontiers in physiology · 2022Review
- Image-Driven Modeling of Nanoscopic Cardiac Function: Where Have We Come From, and Where Are We Going?Frontiers in physiology · 2022Review
- A Stochastic Spatiotemporal Model of Rat Ventricular Myocyte Calcium Dynamics Demonstrated Necessary Features for Calcium Wave Propagation.Membranes · 2021Article
- Nano-scale morphology of cardiomyocyte t-tubule/sarcoplasmic reticulum junctions revealed by ultra-rapid high-pressure freezing and electron tomography.Journal of molecular and cellular cardiology · 2021Article
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Authors and funding
5 authors at 2 institutions in 1 country.
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Abstract
Intracellular calcium cycling is a vital component of cardiac excitation-contraction coupling. The key structures responsible for controlling calcium dynamics are the cell membrane (comprising the surface sarcolemma and transverse-tubules), the intracellular calcium store (the sarcoplasmic reticulum), and the co-localisation of these two structures to form dyads within which calcium-induced-calcium-release occurs. The organisation of these structures tightly controls intracellular calcium dynamics. In this study, we present a computational model of intracellular calcium cycling in three-dimensions (3-D), which incorporates high resolution reconstructions of these key regulatory structures, attained through imaging of tissue taken from the sheep left ventricle using serial block face scanning electron microscopy. An approach was developed to model the sarcoplasmic reticulum structure at the whole-cell scale, by reducing its full 3-D structure to a 3-D network of one-dimensional strands. The model reproduces intracellular calcium dynamics during control pacing and reveals the high-resolution 3-D spatial structure of calcium gradients and intracellular fluxes in both the cytoplasm and sarcoplasmic reticulum. We also demonstrated the capability of the model to reproduce potentially pro-arrhythmic dynamics under perturbed conditions, pertaining to calcium-transient alternans and spontaneous release events. Comparison with idealised cell models emphasised the importance of structure in determining calcium gradients and controlling the spatial dynamics associated with calcium-transient alternans, wherein the probabilistic nature of dyad activation and recruitment was constrained. The model was further used to highlight the criticality in calcium spark propagation in relation to inter-dyad distances. The model presented provides a powerful tool for future investigation of structure-function relationships underlying physiological and pathophysiological intracellular calcium handling phenomena at the whole-cell. The approach allows for the first time direct integration of high-resolution images of 3-D intracellular structures with models of calcium cycling, presenting the possibility to directly assess the functional impact of structural remodelling at the cellular scale.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.