Deterministic chaos in mathematical model of pacemaker activity in bursting neurons of snail, Helix pomatia.

Chaotic regimes in a mathematical model of pacemaker activity in the bursting neurons of a snail Helix pomatia, have been investigated. The model includes a slow-wave generating mechanism, a spike-generating mechanism, an inward Ca current, intracellular Ca ions, [Ca2+]in, their fast buffering and uptake by intracellular Ca stores, and a [Ca2+]in-inhibited Ca current. Chemosensitive voltage-activated conductance, gB*, responsible for termination of the spike burst, and chemosensitive sodium conductance, gNa*, responsible for the depolarization phase of the slow-wave, were used as control parameters. These conductances in intact snail bursting neuron are regulated by neuropeptides. Time courses of the membrane potential and [Ca2+]in were employed to analyse different regimes in the model. Histograms of interspike intervals, autocorrelograms, spectral characteristics, one-dimensional return maps, phase plane trajectories, positive Lyapunov exponent and especially cascades of period-doubling bifurcations demonstrate that approaches to chaos were generated. The bifurcation diagram as a function of gB* and the ([Ca2+]in-V) phase diagram of initial conditions reveal fractal features. It has been observed that a short-lasting depolarizing current of elevation of [Ca2+]in may evoke transformation of chaotic activity into a regular bursting one. These kinds of transitions do not require any changes in the parameters of the model. The results demonstrate that chaotic regimes of neuronal activity modulated by neuropeptides may play a relevant role in information processing and storage at the level of a single neuron.

[1]  G. A. Kerkut,et al.  Mapping of nerve cells in the suboesophageal ganglia of Helix aspersa. , 1975, Comparative biochemistry and physiology. A, Comparative physiology.

[2]  S. J. Smith,et al.  Slow membrane currents in bursting pace‐maker neurones of Tritonia. , 1987, The Journal of physiology.

[3]  Teresa Ree Chay MODELLING OF NONLINEAR DYNAMICAL PROCESSES IN BIOLOGY , 1993 .

[4]  D. A. Baxter,et al.  Nonlinear dynamics in a model neuron provide a novel mechanism for transient synaptic inputs to produce long-term alterations of postsynaptic activity. , 1993, Journal of neurophysiology.

[5]  X. Wang Multiple dynamical modes of thalamic relay neurons: Rhythmic bursting and intermittent phase-locking , 1994, Neuroscience.

[6]  Robert M. May,et al.  Simple mathematical models with very complicated dynamics , 1976, Nature.

[7]  N. I. Kononenko Modulation of the endogenous electrical activity of the bursting neuron in the snail Helix pomatia—II. The membrane characteristics related to modulation of the endogenous activity of the neuron , 1979, Neuroscience.

[8]  E. Hairer,et al.  Solving Ordinary Differential Equations II: Stiff and Differential-Algebraic Problems , 2010 .

[9]  N. I. Kononenko,et al.  A study of the connection between the interneuron initiating pacemaker activity in a bursting neuron and the bursting neuron of the snailHelix pomatia , 1986, Cellular and Molecular Neurobiology.

[10]  T. Chay,et al.  Bursting excitable cell models by a slow Ca2+ current. , 1990, Journal of theoretical biology.

[11]  Hatsuo Hayashi,et al.  Chaotic nature of bursting discharges in the Onchidium pacemaker neuron , 1992 .

[12]  A. Wolf,et al.  Determining Lyapunov exponents from a time series , 1985 .

[13]  J. Byrne,et al.  Simulation of the bursting activity of neuron R15 in Aplysia: role of ionic currents, calcium balance, and modulatory transmitters. , 1991, Journal of neurophysiology.

[14]  J. Bendat,et al.  Random Data: Analysis and Measurement Procedures , 1987 .

[15]  D. Swandulla,et al.  Calcium buffering in bursting Helix pacemaker neurons , 1993, Pflügers Archiv.

[16]  Ernst Hairer,et al.  Solving Ordinary Differential Equations I: Nonstiff Problems , 2009 .

[17]  R. Plant,et al.  Bifurcation and resonance in a model for bursting nerve cells , 1981, Journal of mathematical biology.

[18]  J. Byrne,et al.  Routes to chaos in a model of a bursting neuron. , 1990, Biophysical journal.

[19]  D. Sakharov,et al.  Physiological and pharmacological identification of neurons in the central nervous system of Helix pomatia L. , 1969, Acta physiologica Academiae Scientiarum Hungaricae.

[20]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.

[21]  M. Feigenbaum Quantitative universality for a class of nonlinear transformations , 1978 .

[22]  A. Gorman,et al.  Intracellular calcium and the control of neuronal pacemaker activity. , 1981, Federation proceedings.

[23]  E. Dowell,et al.  Chaotic Vibrations: An Introduction for Applied Scientists and Engineers , 1988 .

[24]  H. Gainer Electrophysiological behavior of an endogenously active neurosecretory cell. , 1972, Brain research.

[25]  G. Hoyle,et al.  Correlation of Behavior with the Activity of Single Identifiable Neurons in the Brain of Tritonia , 1968 .

[26]  J. Rinzel,et al.  Dissection of a model for neuronal parabolic bursting , 1987, Journal of mathematical biology.

[27]  Teresa Ree Chay,et al.  Chaos in a three-variable model of an excitable cell , 1985 .

[28]  E. Kandel,et al.  MORPHOLOGICAL AND FUNCTIONAL PROPERTIES OF IDENTIFIED NEURONS IN THE ABDOMINAL GANGLION OF APLYSIA CALIFORNICA , 1967 .

[29]  J. Rinzel,et al.  Bursting, beating, and chaos in an excitable membrane model. , 1985, Biophysical journal.

[30]  Teresa Ree Chay,et al.  Crisis transitions in excitable cell models , 1993 .

[31]  M. Gola,et al.  Two identified interneurons modulate the firing pattern of pacemaker bursting cells in helix , 1983, Neuroscience Letters.

[32]  Teresa Ree Chay,et al.  Abnormal discharges and chaos in a neuronal model system , 2004, Biological Cybernetics.

[33]  N. I. Kononenko Dissection of a model for membrane potential oscillations in bursting neuron of snail, Helix pomatia , 1994 .

[34]  J. E. Skinner,et al.  Chaos and physiology: deterministic chaos in excitable cell assemblies. , 1994, Physiological reviews.

[35]  N. I. Kononenko,et al.  Inhibition of an identified snail postsynaptic neuron evoked by stimulation of a peptidergic interneuron initiating bursting pacemaker activity in another neuron , 1990, Neuroscience.

[36]  H. Gainer,et al.  Peptide factor extracted from molluscan ganglia that modulates bursting pacemaker activity , 1975, Nature.

[37]  N. I. Kononenko Mechanisms of membrane potential oscillation in bursting neurons on the snail, Helix pomatia , 1993 .

[38]  M. Feigenbaum The universal metric properties of nonlinear transformations , 1979 .