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An Ionically Based Mapping Model with Memory for Cardiac Restitution

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Abstract

Many features of the sequence of action potentials produced by repeated stimulation of a patch of cardiac muscle can be modeled by a 1D mapping, but not the full behavior included in the restitution portrait. Specifically, recent experiments have found that (i) the dynamic and S1–S2 restitution curves are different (rate dependence) and (ii) the approach to steady state, which requires many action potentials (accommodation), occurs along a curve distinct from either restitution curve. Neither behavior can be produced by a 1D mapping. To address these shortcomings, ad hoc 2D mappings, where the second variable is a “memory” variable, have been proposed; these models exhibit qualitative features of the relevant behavior, but a quantitative fit is not possible. In this paper we introduce a new 2D mapping and determine a set of parameters for it that gives a quantitatively accurate description of the full restitution portrait measured from a bullfrog ventricle. The mapping can be derived as an asymptotic limit of an idealized ionic model in which a generalized concentration acts as a memory variable. This ionic basis clarifies how the present model differs from previous models. The ionic basis also provides the foundation for more extensive cardiac modeling: e.g., constructing a PDE model that may be used to study the effect of memory on propagation. The fitting procedure for the mapping is straightforward and can easily be applied to obtain a mathematical model for data from other experiments, including experiments on different species.

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References

  • Banville, I., Gray, R.A., 2002. Effect of action potential duration and conduction velocity restitution and their spatial dispersion on alternans and the stability of arrhythmias. J. Cardiovasc. Electrophysiol. 13, 1141–1149.

    Article  Google Scholar 

  • Bassani, J., Yuan, M., Bers, D., 1995. Fractional SR Ca release is regulated by trigger Ca and SR Ca content in cardiac myotytes. Am. J. Physiol. 268, C1313–C1319.

    Google Scholar 

  • Cain, J., Schaeffer, D., 2006. Two-term asymptotic approximation of a cardiac restitution curve. SIAM Review, in press.

  • Cherry, E.M., Fenton, F.H., 2004. Suppression of alternans and conduction blocks despite steep APD restitution: Electrotonic, memory, and conduction velocity restitution effects. Am. J. Physiol. 286, H2332–H2341.

    Google Scholar 

  • Chialvo, D.R., Michaels, D.C., Jalife, J., 1990. Supernormal excitability as a mechanism of chaotic dynamics of activation in cardiac Purkinje fibers. Circ. Res. 66, 525–545.

    Google Scholar 

  • Cohen, C., Fozzard, H., Sheu, S.S., 1982. Increase in intracellular sodium ion activity during stimulation in mammalian cardiac muscle. Circ. Res. 50, 651–662.

    Google Scholar 

  • Elharrar, V., Surawicz, B., 1983. Cycle length effect on restitution of action potential duration in dog cardiac fibers. Am. J. Physiol. 244, H782–H792.

    Google Scholar 

  • Fenton, F.E., Cherry, H.H., Evans, S., 2002. Multiple mechaisms of spiral wave breakup in a model of cardiac electrical activity. Chaos 12, 852–892.

    Article  Google Scholar 

  • Fox, J.J., Bodenschatz, E., Gilmour, R.F., Jr., 2002a. Period-doubling instability and memory in cardiac tissue. Phys. Rev. Lett. 89, 1381011–1381014.

    Google Scholar 

  • Fox, J.J., Gilmour, R.F., Bodenschatz, E., 2002b. Conduction block in one dimensional heart fibers. Phys. Rev. Lett. 89, 198101–198104.

    Article  Google Scholar 

  • Fox, J.J., McHarg, J.L., Gilmour, R.F., Jr., 2002c. Ionic mechanism of electrical alternans. Am J. Physiol. 282, H516–H530.

    Google Scholar 

  • Fox, J., Riccio, M., Drury, P., Werthman, A., Gilmour, R., 2002d. Dynamic mechanism for conduction block in heart tissue. New J. Physics 5, 10111–10114.

    Google Scholar 

  • Gilmour, R., Otani, N., Watanabe, M., 1997. Memory and complex dynamics in cardiac Purkinje fibers. Am. J. Physiol. 272, H1826–H1832.

    Google Scholar 

  • Greenstein, J., Winslow, R., 2003. An integrative model of the cardiac ventricular myocyte incorporating local control of Ca2+ release. Biophys. J. 83, 2918–2945.

    Google Scholar 

  • Hall, G.M., Bahar, S., Gauthier, D.J., 1999. Prevalence of rate-dependent behaviors in cardiac muscle. Phys. Rev. Lett. 82, 2995–2998.

    Article  Google Scholar 

  • Hund, T., Kucera, J., Otani, N., Rudy, Y., 2001. Ionic charge conservation and long-term steady-state in the Luo–Rudy dynamic cell model. Biophys. J. 81, 3324–3331.

    Article  Google Scholar 

  • Kalb, S.S., 2004. Experimental and theoretical investigation of cardiac restitution and memory: A comprehensive approach using the restitution portrait. Ph.D. thesis, Department of Biomedical Engineering, Duke University, Durham, NC.

  • Kalb, S.S., Dobrovolny, H.M., Tolkacheva, E.G., Idriss, S.F., Krassowska, W., Gauthier, D.J., 2004. The restitution portrait: a new method for investigating rate-dependent restitution. J. Cardiovasc. Electrophysiol. 15, 698–709.

    Article  Google Scholar 

  • Karma, A., 1993. Spiral breakup in model equations of action potential propagation in cardiac tissue. Phys. Rev. Lett. 71, 1103–1107.

    Article  MATH  MathSciNet  Google Scholar 

  • Kobayashi, Y., Peters, W., Khan, S., Mandel, W., Karagueuzian, H., 1992. Cellular mechanisms of differential action potential duration restitution in canine ventricular muscle cells during single versus double premature stimuli. Circulation 86, 955–967.

    Google Scholar 

  • Koller, M., Riccio, M., Gilmour, R., 1998. Dynamic restitution of action potential duraction during electrical alternans and ventricular fibrillation. Am. J. Physiol. 275, H1635–H1642.

    Google Scholar 

  • Luo, C., Rudy, Y., 1994. A dynamic model of the cardiac ventricular action potential. Circ. Res. 74, 1071–1096.

    Google Scholar 

  • Morad, M., Cleemann, L., 1987. Role of Ca2+ channel in development of tension in heart muscle. J Mol. Cell Cardiol 19, 527–553.

    Article  Google Scholar 

  • Mitchell, C.C., Schaeffer, D.G., 2003. A two-current model for the dynamics of cardiac membrane. Bull. Math. Bio. 65, 767–793.

    Article  Google Scholar 

  • Nolasco, J.B., Dahlen, R.W., 1968. A graphic method for the study of alternation in cardiac action potentials. J. Appl. Physiol. 25, 191–196.

    Google Scholar 

  • Oliver, R.A., Wood, A.W., Kalb, S.S., Krassowska,W., 2004. Restitution Portrait in Luo-Rudy dynamic cardiac membrane model, in Proceedings of the 2004 Biomedical Engineering Society Annual Fall Meeting, Philadelphia, PA, pp. 16.

  • Otani, N., Gilmour, R., 1997. Memory models for the electrical properties of local cardiac systems. J. Theor. Bio 187, 409–436.

    Article  Google Scholar 

  • Schaeffer, D., Ying, W.J., Zhao, X.P., 2006. Derivation of a 2D mapping model with memory from an ionic model for cardiac restitution. Nonlin. Dynam. Manuscript submitted for publication. (A4)

  • Shiferaw, Y., Sato, D., Karma, A., 2004. Subcellular Turing instability mediated by voltage and calcium diffusion in cardiac cells. Preprint.

  • Shiferaw, Y., Watanabe, M.A., Garfinkel, A., Weiss, J.N., Karma, A., 2003. Model of intracellular calcium cycling in ventricular myocytes. Biophys. J. 85, 3666–3686.

    Google Scholar 

  • Tolkcheva, E., Romeo, M., Guerraty, M., Gauthier, D., 2004. Condition for alternans and its control in a two-dimensional mapping model of paced cardiac dynamics. Phys. Rev. E 69, 031904, 1–4.

    Google Scholar 

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Correspondence to David G. Schaeffer.

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Schaeffer, D.G., Cain, J.W., Gauthier, D.J. et al. An Ionically Based Mapping Model with Memory for Cardiac Restitution. Bull. Math. Biol. 69, 459–482 (2007). https://doi.org/10.1007/s11538-006-9116-6

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  • DOI: https://doi.org/10.1007/s11538-006-9116-6

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