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Stochastic origins of the long-range correlations of ionic current fluctuations in membrane channels

Szymon Mercik* and Karina Weron

  • Institute of Physics, Wroclaw University of Technology, 50-370 Wroclaw, Poland

  • *Email address: mercik@rainbow.if.pwr.wroc.pl
  • Email address: karina@rainbow.if.pwr.wroc.pl

Phys. Rev. E 63, 051910 – Published 25 April, 2001

DOI: https://doi.org/10.1103/PhysRevE.63.051910

Abstract

An explicit stochastic representation of a stationary ionic current signal recorded from a single channel of a biological membrane is presented. In the framework of the proposed approach we show how the dichotomous time structure of the signal leads to the non-Markovian character of the channel current. The rescaled range Hurst and detrended fluctuation analyses confirm the theoretical result. To investigate the ionic current fluctuations we introduce the Orey index as a statistical method providing additional information on the properties of stochastic processes. In order to reveal any differences between the experimental and reconstructed signals, we apply also the statistical tests to the model-based simulations of the channel action.

References (45)

  1. B. Robertson and R.D. Astumian, Biophys. J. 57, 689 (1990).
  2. V.S. Markin, T.Y. Tsong, R.D. Astumian, and B. Robertson, J. Chem. Phys. 93, 5062 (1990).
  3. V.S. Markin and T.Y. Tsong, Biophys. J. 59, 1308 (1991).
  4. B. Robertson and R.D. Astumian, J. Chem. Phys. 94, 7414 (1991).
  5. A. Fuliński, Phys. Rev. Lett. 79, 4926 (1997); Chaos 8, 549 (1998).
  6. J.A. Fay, Phys. Rev. E 56, 3460 (1997).
  7. E. Di Cera and P.E. Phillipson, J. Chem. Phys. 93, 6006 (1990).
  8. M. Schienbein and H. Gruler, Phys. Rev. E 56, 7116 (1997).
  9. F. Moss and X. Pei, Nature (London) 376, 211 (1995).
  10. S.M. Bezrukov and I. Vodyanoy, Nature (London) 378, 362 (1995); ibid.385, 319 (1997); Biophys. J. 73, 2456 (1997).
  11. J.J. Collins, C.C. Chow, and T.T. Imhoff, Nature (London) 376, 236 (1995); Phys. Rev. E 52, R3 321 (1995).
  12. D.J. Christini and J.J. Collins, Phys. Rev. Lett. 75, 2782 (1995).
  13. J. B. Bassingthwaighte, L. S. Liebovitch, and B. J. West, Fractal Physiology (Oxford University Press, Oxford, 1994).
  14. B. Hille, Ionic Channels of Excitable Membranes (Sinauer Inc., Sunderland, MA, 1992).
  15. D. Petracchi, C. Ascoli, M. Barbi, S. Chillemi, M. Pellegrini, and M. Pellegrino, J. Stat. Phys. 70, 393 (1993).
  16. J. Timmer and S. Klein, Phys. Rev. E 55, 3306 (1997).
  17. A. Fuliński, Z. Grzywna, I. Mellor, Z. Siwy, and P.N.R. Usherwood, Phys. Rev. E 58, 919 (1998).
  18. Sz. Mercik, K. Weron, and Z. Siwy, Phys. Rev. E 60, 7343 (1999).
  19. L.S. Liebovitch, A.T. Todorov, M. Zochowski, D. Scheurle, L. Colgin, M.A. Wood, K.A. Ellenbogen, J.M. Herre, and R.C. Bernstein, Phys. Rev. E 59, 3312 (1999).
  20. E. Gorczyńska, P.L. Huddie, B.A. Miller, I.R. Mellor, R.L. Ramsey, and P.N.R. Usherwood, Pfluegers Arch. Gesamte Physiol. Menschen Tiere 432, 597 (1996).
  21. L. Devroye, A Course on Density Estimation (Birkhäuser, Boston, 1987).
  22. A. Janicki and A. Weron, Simulation and Chaotic Behavior ofα-Stable Stochastic Processes (Dekker, New York, 1994).
  23. A. Janicki and A. Weron, Stat. Sci. 9, 109 (1994).
  24. W. Feller, An Introduction to Probability Theory and its Applications, 2nd ed. (Wiley, New York, 1971).
  25. P. Billingsley, Probability and Measure, 2nd ed. (Wiley, New York, 1986).
  26. S. Resnick, Adventures in Stochastic Processes (Birkhäuser, Boston, 1992).
  27. D. Heath, S. Resnick, and G. Samorodnitsky, Math. Op. Res. 23, 145 (1998).
  28. J.A. Rice, Mathematical Statistics and Data Analysis (Duxbury Press, Berkeley, 1995).
  29. Y. Viniotis, Probability and Random Processes for Electrical Engineers (McGraw-Hill, Singapore, 1998).
  30. M.S. Taqqu, in Encyklopedia of Statistical Sciences, edited by E. Eberlein and M.S. Taqqu (Wiley, New York, 1986).
  31. H.E. Hurst, Trans. Am. Soc. Civ. Eng. 116, 770 (1951).
  32. C.-K. Peng S.V. Buldyrev, S. Havlin, M. Simons, H.E. Stanley, and A.L. Goldberger, Phys. Rev. E 49, 1685 (1994).
  33. S.V. Buldyrev, N.V. Dokholyan, A.L. Goldberger, S. Havlin, C.-K. Peng, H.E. Stanley, and G.M. Viswanathan, Physica A 249, 430 (1998).
  34. G.M. Viswanathan, S.V. Buldyrev, S. Havlin, and H.E. Stanley, Physica A 249, 581 (1998).
  35. R. Norvaisa and D. M. Salopek (unpublished).
  36. P. Hall and A. Wood, Biometrika 80, 246 (1993).
  37. B.B. Mandelbrot and J.W. Van Ness, SIAM Rev. 10, 422 (1968).
  38. G. Samorodnitsky and M.S. Taqqu, Stable Non-Gaussian Random Processes (Chapman & Hall, London, 1994).
  39. E. Neher and B. Sakmann, Nature (London) 260, 799 (1976).
  40. C.J. Kerry, R.L. Ramsey, M.S.P. Sansom, and P.N.R. Usherwood, Biophys. J. 53, 39 (1988).
  41. F.G. Ball, C.J. Kerry, R.L. Ramsey, M.S.P. Sansom, and P.N.R. Usherwood, Biophys. J. 54, 309 (1988).
  42. Z.J. Grzywna, L.S. Liebovitch, and Z. Siwy, J. Membr. Sci. 242, 235 (1998).
  43. Z.J. Grzywna, Z. Siwy, and C.L. Bashford, J. Membr. Sci. 121, 261 (1996).
  44. Z.J. Grzywna and Z. Siwy, Int. J. Bifurcation Chaos Appl. Sci. Eng. 5, 1115 (1997).
  45. M. Karplus and J.A. McCammon, Annu. Rev. Biochem. 53, 263 (1983).

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