Literature DB >> 16848931

Computational biology in the study of cardiac ion channels and cell electrophysiology.

Yoram Rudy1, Jonathan R Silva.   

Abstract

The cardiac cell is a complex biological system where various processes interact to generate electrical excitation (the action potential, AP) and contraction. During AP generation, membrane ion channels interact nonlinearly with dynamically changing ionic concentrations and varying transmembrane voltage, and are subject to regulatory processes. In recent years, a large body of knowledge has accumulated on the molecular structure of cardiac ion channels, their function, and their modification by genetic mutations that are associated with cardiac arrhythmias and sudden death. However, ion channels are typically studied in isolation (in expression systems or isolated membrane patches), away from the physiological environment of the cell where they interact to generate the AP. A major challenge remains the integration of ion-channel properties into the functioning, complex and highly interactive cell system, with the objective to relate molecular-level processes and their modification by disease to whole-cell function and clinical phenotype. In this article we describe how computational biology can be used to achieve such integration. We explain how mathematical (Markov) models of ion-channel kinetics are incorporated into integrated models of cardiac cells to compute the AP. We provide examples of mathematical (computer) simulations of physiological and pathological phenomena, including AP adaptation to changes in heart rate, genetic mutations in SCN5A and HERG genes that are associated with fatal cardiac arrhythmias, and effects of the CaMKII regulatory pathway and beta-adrenergic cascade on the cell electrophysiological function.

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Year:  2006        PMID: 16848931      PMCID: PMC1994938          DOI: 10.1017/S0033583506004227

Source DB:  PubMed          Journal:  Q Rev Biophys        ISSN: 0033-5835            Impact factor:   5.318


  183 in total

1.  Linking a genetic defect to its cellular phenotype in a cardiac arrhythmia.

Authors:  C E Clancy; Y Rudy
Journal:  Nature       Date:  1999-08-05       Impact factor: 49.962

Review 2.  Structure and function of the cardiac sodium channels.

Authors:  J R Balser
Journal:  Cardiovasc Res       Date:  1999-05       Impact factor: 10.787

3.  A theory for the membrane potential of living cells.

Authors:  L P Endresen; K Hall; J S Høye; J Myrheim
Journal:  Eur Biophys J       Date:  2000       Impact factor: 1.733

4.  Enhanced Na(+) channel intermediate inactivation in Brugada syndrome.

Authors:  D W Wang; N Makita; A Kitabatake; J R Balser; A L George
Journal:  Circ Res       Date:  2000-10-13       Impact factor: 17.367

5.  Modelling and imaging cardiac repolarization abnormalities.

Authors:  Y Rudy
Journal:  J Intern Med       Date:  2006-01       Impact factor: 8.989

6.  Improved guinea-pig ventricular cell model incorporating a diadic space, IKr and IKs, and length- and tension-dependent processes.

Authors:  D Noble; A Varghese; P Kohl; P Noble
Journal:  Can J Cardiol       Date:  1998-01       Impact factor: 5.223

7.  Multiple mechanisms of Na+ channel--linked long-QT syndrome.

Authors:  R Dumaine; Q Wang; M T Keating; H A Hartmann; P J Schwartz; A M Brown; G E Kirsch
Journal:  Circ Res       Date:  1996-05       Impact factor: 17.367

8.  A critical role for transmembrane segment IVS6 of the sodium channel alpha subunit in fast inactivation.

Authors:  J C McPhee; D S Ragsdale; T Scheuer; W A Catterall
Journal:  J Biol Chem       Date:  1995-05-19       Impact factor: 5.157

9.  Phospholamban phosphorylation in intact ventricles. Phosphorylation of serine 16 and threonine 17 in response to beta-adrenergic stimulation.

Authors:  A D Wegener; H K Simmerman; J P Lindemann; L R Jones
Journal:  J Biol Chem       Date:  1989-07-05       Impact factor: 5.157

10.  Computer model of action potential of mouse ventricular myocytes.

Authors:  Vladimir E Bondarenko; Gyula P Szigeti; Glenna C L Bett; Song-Jung Kim; Randall L Rasmusson
Journal:  Am J Physiol Heart Circ Physiol       Date:  2004-05-13       Impact factor: 4.733

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  74 in total

Review 1.  Human cardiac systems electrophysiology and arrhythmogenesis: iteration of experiment and computation.

Authors:  Katherine M Holzem; Eli J Madden; Igor R Efimov
Journal:  Europace       Date:  2014-11       Impact factor: 5.214

2.  Defining new insight into atypical arrhythmia: a computational model of ankyrin-B syndrome.

Authors:  Roseanne M Wolf; Colleen C Mitchell; Matthew D Christensen; Peter J Mohler; Thomas J Hund
Journal:  Am J Physiol Heart Circ Physiol       Date:  2010-08-20       Impact factor: 4.733

3.  Parameter sensitivity analysis in electrophysiological models using multivariable regression.

Authors:  Eric A Sobie
Journal:  Biophys J       Date:  2009-02-18       Impact factor: 4.033

4.  Modeling subunit cooperativity in opening of tetrameric ion channels.

Authors:  Ali Nekouzadeh; Jonathan R Silva; Yoram Rudy
Journal:  Biophys J       Date:  2008-07-11       Impact factor: 4.033

5.  Role of activated CaMKII in abnormal calcium homeostasis and I(Na) remodeling after myocardial infarction: insights from mathematical modeling.

Authors:  Thomas J Hund; Keith F Decker; Evelyn Kanter; Peter J Mohler; Penelope A Boyden; Richard B Schuessler; Kathryn A Yamada; Yoram Rudy
Journal:  J Mol Cell Cardiol       Date:  2008-06-28       Impact factor: 5.000

6.  Properties and ionic mechanisms of action potential adaptation, restitution, and accommodation in canine epicardium.

Authors:  Keith F Decker; Jordi Heijman; Jonathan R Silva; Thomas J Hund; Yoram Rudy
Journal:  Am J Physiol Heart Circ Physiol       Date:  2009-01-23       Impact factor: 4.733

7.  Mathematical model of the neonatal mouse ventricular action potential.

Authors:  Linda J Wang; Eric A Sobie
Journal:  Am J Physiol Heart Circ Physiol       Date:  2008-04-11       Impact factor: 4.733

8.  In silico assessment of drug safety in human heart applied to late sodium current blockers.

Authors:  Beatriz Trenor; Julio Gomis-Tena; Karen Cardona; Lucia Romero; Sridharan Rajamani; Luiz Belardinelli; Wayne R Giles; Javier Saiz
Journal:  Channels (Austin)       Date:  2013 Jul-Aug       Impact factor: 2.581

9.  A multiscale model linking ion-channel molecular dynamics and electrostatics to the cardiac action potential.

Authors:  Jonathan R Silva; Hua Pan; Dick Wu; Ali Nekouzadeh; Keith F Decker; Jianmin Cui; Nathan A Baker; David Sept; Yoram Rudy
Journal:  Proc Natl Acad Sci U S A       Date:  2009-06-22       Impact factor: 11.205

10.  Early afterdepolarisations and ventricular arrhythmias in cardiac tissue: a computational study.

Authors:  Simon Scarle; Richard H Clayton
Journal:  Med Biol Eng Comput       Date:  2008-10-11       Impact factor: 2.602

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