ArticleJournal of molecular and cellular cardiology2019
New insights on the cardiac safety factor: Unraveling the relationship between conduction velocity and robustness of propagation.
Article in Journal of molecular and cellular cardiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Conduction Block in the Human Ischemic Myocardium: Insights from a 1D Electromechanical Model.International journal of molecular sciences · 2026Article
- The effect of clinically relevant changes in extracellular electrolyte concentrations on human atrial arrhythmias.Communications medicine · 2025Article
- Systematic computational assessment of atrial function impairment due to fibrotic remodeling in electromechanical properties.PLoS computational biology · 2025Article
- Optical mapping of the interface between iPSC-derived grafts and swine myocardium suggests potential arrhythmia mechanisms.NPJ Regenerative medicine · 2025Article
- Computational Simulations Show Proof-of-Concept for Optogenetic Suppression of Ectopic Activity in Cardiac Stem Cell Therapy.Cardiovascular engineering and technology · 2025Article
- Left atrial deceleration outperforms regional conduction velocity in predicting arrhythmia recurrence following atrial fibrillation ablation.Heart rhythm O2 · 2025Article
- Population-based computational simulations elucidate mechanisms of focal arrhythmia following stem cell injection.Journal of molecular and cellular cardiology · 2025Article
- Evaluating computational efforts and physiological resolution of mathematical models of cardiac tissue.Scientific reports · 2024Article
- Comparing Inducibility of Re-Entrant Arrhythmia in Patient-Specific Computational Models to Clinical Atrial Fibrillation Phenotypes.JACC. Clinical electrophysiology · 2023Article
- Graft-host coupling changes can lead to engraftment arrhythmia: a computational study.The Journal of physiology · 2023Article
- Guidelines for assessment of cardiac electrophysiology and arrhythmias in small animals.American journal of physiology. Heart and circulatory physiology · 2022Review
- Acute Glycogen Synthase Kinase-3 Inhibition Modulates Human Cardiac Conduction.JACC. Basic to translational science · 2022Article
- The Purkinje-myocardial junction is the anatomic origin of ventricular arrhythmia in CPVT.JCI insight · 2022Article
- Ephaptic Coupling Is a Mechanism of Conduction Reserve During Reduced Gap Junction Coupling.Frontiers in physiology · 2022Article
- Electrophysiological Substrate in Patients with Barlow's Disease.Arrhythmia & electrophysiology review · 2021Review
- Fibrosis and Conduction Abnormalities as Basis for Overlap of Brugada Syndrome and Early Repolarization Syndrome.International journal of molecular sciences · 2021Review
- Mechanisms of Arrhythmias in the Brugada Syndrome.International journal of molecular sciences · 2020Review
- Detection of Drug-Induced Torsades de Pointes Arrhythmia Mechanisms Using hiPSC-CM Syncytial Monolayers in a High-Throughput Screening Voltage Sensitive Dye Assay.Toxicological sciences : an official journal of the Society of Toxicology · 2020Article
- Cardiomyocyte functional screening: interrogating comparative electrophysiology of high-throughput model cell systems.American journal of physiology. Cell physiology · 2019Article
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Authors and funding
7 authors.
Funding
Abstract
Cardiac conduction disturbances are linked with arrhythmia development. The concept of safety factor (SF) has been derived to describe the robustness of conduction, but the usefulness of this metric has been constrained by several limitations. For example, due to the difficulty of measuring the necessary input variables, SF calculations have only been applied to synthetic data. Moreover, quantitative validation of SF is lacking; specifically, the practical meaning of particular SF values is unclear, aside from the fact that propagation failure (i.e., conduction block) is characterized by SF < 1. This study aims to resolve these limitations for our previously published SF formulation and explore its relationship to relevant electrophysiological properties of cardiac tissue. First, HL-1 cardiomyocyte monolayers were grown on multi-electrode arrays and the robustness of propagation was estimated using extracellular potential recordings. SF values reconstructed purely from experimental data were largely between 1 and 5 (up to 89.1% of sites characterized). This range is consistent with values derived from synthetic data, proving that the formulation is sound and its applicability is not limited to analysis of computational models. Second, for simulations conducted in 1-, 2-, and 3-dimensional tissue blocks, we calculated true SF values at locations surrounding the site of current injection for sub- and supra-threshold stimuli and found that they differed from values estimated by our SF formulation by <10%. Finally, we examined SF dynamics under conditions relevant to arrhythmia development in order to provide physiological insight. Our analysis shows that reduced conduction velocity (Θ) caused by impaired intrinsic cell-scale excitability (e.g., due to sodium current a loss-of-function mutation) is associated with less robust conduction (i.e., lower SF); however, intriguingly, Θ variability resulting from modulation of tissue scale conductivity has no effect on SF. These findings are supported by analytic derivation of the relevant relationships from first principles. We conclude that our SF formulation, which can be applied to both experimental and synthetic data, produces values that vary linearly with the excess charge needed for propagation. SF calculations can provide insights helpful in understanding the initiation and perpetuation of cardiac arrhythmia.
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