4.4 Article

Comparison between Hodgkin-Huxley and Markov formulations of cardiac ion channels

期刊

JOURNAL OF THEORETICAL BIOLOGY
卷 399, 期 -, 页码 92-102

出版社

ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.jtbi.2016.03.039

关键词

Computational modeling; Ionic current; Cardiac action potential; Hodgkin-Huxley; Markov; Ion channel mutation

资金

  1. VI Plan Nacional de Investigacion Cientifica, Desarrollo e Innovacion Tecnologica from the Ministerio de Economia y Competitividad of Spain [TIN2012-37546-C03-01]
  2. European Commission (European Regional Development Funds - ERDF - FEDER)

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When simulating the macroscopic current flowing through cardiac ion channels, two mathematical formalisms can be adopted: the Hodgkin-Huxley model (HHM) formulation, which describes openings and closings of channel 'gates', or the Markov model (MM) formulation, based on channel 'state' transitions. The latter was first used in 1995 to simulate the effects of mutations in ionic currents and, since then, its use has been extended to wild-type channels also. While the MMs better describe the actual behavior of ion channels, they are mathematically more complex than HHMs in terms of parameter estimation and identifiability and are computationally much more demanding, which can dramatically increase computational time in large-scale (e.g. whole heart) simulations. We hypothesize that a HHM formulation obtained from classical patch-clamp protocols in wild-type and mutant ion channels can be used to correctly simulate cardiac action potentials and their static and dynamic properties. To validate our hypothesis, we selected two pivotal cardiac ionic currents (the rapid delayed rectifier K+ current, I-Kr,I- and the inward Na+ current, I-Na) and formulated HHMs for both wild-type and mutant channels (LQT2-linked T474I mutation for I-Kr and LQT3-linked Delta KPQ mutation for I-Na). Action potentials were then simulated using the MM and HHM versions of the currents, and the action potential waveforms, biomarkers and action potential duration rate dependence properties were compared in control conditions and in the presence of physiological variability. While small differences between ionic currents were found between the two models (correlation coefficient rho > 0.92), the simulations yielded almost identical action potentials (rho > 0.99), suggesting that HHMs may also be valid to simulate the effects of mutations affecting I-kr and I-Na on the action potential. (c) 2016 Elsevier Ltd. All rights reserved.

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