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Issue title: VIII Brazilian Symposium on Neural Networks
Article type: Research Article
Authors: Barbosa, Catão T.F. | de Oliveira, Regina A. Campos | Nogueira, Romildo A.
Affiliations: Department of Biophysics and Radiobiology, Federal University of Pernambuco, Brazil | Department of Animal Morphology and Physiology, Federal Rural University of Pernambuco, Brazil
Note: [] Corresponding author: Universidade Federal Rural de Pernambuco, Departamento de Morfologia e Fisiologia Animal, R. Dom Manuel de Medeiros, s/n. Dois Irmãos. Recife. PE. CEP: 52171-030, Brazil. Tel.: +81 33206395; E-mail: [email protected]
Abstract: The gating of ion channels has been modeled by assuming that the transition between open and closed states is a memoryless process. Nevertheless, analysis of records of unitary current events suggests that the kinetic process presents short-term memory. We have previously proposed the rescaled range analysis or R/S Hurst analysis as an efficient method to test for the existence of long-term correlation (memory) in single ion channel. In this paper, we investigate the effect of calcium on the memory of the single calcium-activated potassium channel present in Leydig cells. The Hurst coefficient (H; a parameter that predicts memory) was calculated for four different calcium concentrations and presented the following values: 0.634 ± 0.017 (n=8) for 10^{-6} M; 0.647 ± 0.001 (n=9) for 10^{-7} M; 0.614 ± 0.001 (n=6) for 10^{-8} M and 0.618 ± 0.001 (n=4) for 10^{-9} M. These values of H indicate that open- and closed-dwell times are long-term correlated and that this memory does not change in the presence of different calcium concentrations at a 5% significance level. When the R/S Analysis was applied to the results obtained from simulations of a markovian model (eleven states), it could not account for the long-term correlation found in the experimental data.
Keywords: Long-term correlation, BK potassium channel, memory in single channel kinetics
Journal: Journal of Intelligent & Fuzzy Systems, vol. 18, no. 5, pp. 477-484, 2007
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