[HTML][HTML] Cardiac transmembrane ion channels and action potentials: cellular physiology and arrhythmogenic behavior

V András, J Tomek, N Nagy, L Virág… - Physiological …, 2021 - journals.physiology.org
Cardiac arrhythmias are among the leading causes of mortality. They often arise from
alterations in the electrophysiological properties of cardiac cells and their underlying ionic …

The promise of digital healthcare technologies

AWK Yeung, A Torkamani, AJ Butte… - Frontiers in Public …, 2023 - frontiersin.org
Digital health technologies have been in use for many years in a wide spectrum of
healthcare scenarios. This narrative review outlines the current use and the future strategies …

The 'Digital Twin'to enable the vision of precision cardiology

J Corral-Acero, F Margara, M Marciniak… - European heart …, 2020 - academic.oup.com
Providing therapies tailored to each patient is the vision of precision medicine, enabled by
the increasing ability to capture extensive data about individual patients. In this position …

Training deep neural density estimators to identify mechanistic models of neural dynamics

PJ Gonçalves, JM Lueckmann, M Deistler… - Elife, 2020 - elifesciences.org
Mechanistic modeling in neuroscience aims to explain observed phenomena in terms of
underlying causes. However, determining which model parameters agree with complex and …

Human In Silico Drug Trials Demonstrate Higher Accuracy than Animal Models in Predicting Clinical Pro-Arrhythmic Cardiotoxicity

E Passini, OJ Britton, HR Lu, J Rohrbacher… - Frontiers in …, 2017 - frontiersin.org
Early prediction of cardiotoxicity is critical for drug development. Current animal models
raise ethical and translational questions, and have limited accuracy in clinical risk prediction …

Development, calibration, and validation of a novel human ventricular myocyte model in health, disease, and drug block

J Tomek, A Bueno-Orovio, E Passini, X Zhou… - Elife, 2019 - elifesciences.org
Human-based modelling and simulations are becoming ubiquitous in biomedical science
due to their ability to augment experimental and clinical investigations. Cardiac …

Exosomal microRNA-21-5p mediates mesenchymal stem cell paracrine effects on human cardiac tissue contractility

J Mayourian, DK Ceholski, PA Gorski… - Circulation …, 2018 - Am Heart Assoc
Rationale: The promising clinical benefits of delivering human mesenchymal stem cells
(hMSCs) for treating heart disease warrant a better understanding of underlying …

A computational model of induced pluripotent stem‐cell derived cardiomyocytes incorporating experimental variability from multiple data sources

DC Kernik, S Morotti, HD Wu, P Garg… - The Journal of …, 2019 - Wiley Online Library
Key points Induced pluripotent stem cell‐derived cardiomyocytes (iPSC‐CMs) capture
patient‐specific genotype–phenotype relationships, as well as cell‐to‐cell variability of …

[HTML][HTML] Computational modeling of cardiac electrophysiology and arrhythmogenesis: toward clinical translation

NA Trayanova, A Lyon, J Shade… - Physiological …, 2023 - pmc.ncbi.nlm.nih.gov
The complexity of cardiac electrophysiology, involving dynamic changes in numerous
components across multiple spatial (from ion channel to organ) and temporal (from …

Fractional diffusion models of cardiac electrical propagation: role of structural heterogeneity in dispersion of repolarization

A Bueno-Orovio, D Kay, V Grau… - Journal of The …, 2014 - royalsocietypublishing.org
Impulse propagation in biological tissues is known to be modulated by structural
heterogeneity. In cardiac muscle, improved understanding on how this heterogeneity …