Dynamical heterogeneity of suprachiasmatic nucleus neurons based on regularity and determinism

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The suprachiasmatic nucleus (SCN) is known to be the master biological clock in mammals. Despite the periodic mean firing rate, interspike interval (ISI) patterns of SCN neurons are quite complex and irregular. The aim of the present study was to investigate the existence of nonlinear determinism in the complex ISI patterns of SCN neurons. ISI sequences were recorded from 173 neurons in rat hypothalamic slice preparations using a cell-attached patch recording technique. Their correlation dimensions (D-2) were estimated, and were then compared with those of the randomly-shuffled surrogate data. We found that only 16 neurons (16/173) exhibited deterministic ISI patterns of spikes. In addition, clustering analysis revealed that SCN neurons could be divided into two subgroups of neurons each having distinct values of coefficient of variation (CV) and skewness (SK). Interestingly, most deterministic SCN neurons (14/16) belonged to the group of irregularly spiking neurons having large CV and SK values. To see if the neuronal coupling mediated by the gamma-aminobutyric acid (GABA), the major neurotransmitter in the SCN, contributed to the deterministic nature, we examined the effect of the GABA(A) receptor antagonist bicuculline on D-2 values of 56 SCN neurons. 8 SCN neurons which were originally stochastic became to exhibit deterministic characteristics after the bicuculline application. This result suggests that the deterministic nature of the SCN neurons arises not from GABAergic synaptic interactions, but likely from properties inherent to neurons themselves.
Publisher
SPRINGER
Issue Date
2005-08
Language
English
Article Type
Article
Keywords

MIDBRAIN DOPAMINERGIC-NEURONS; NEURAL SPIKE TRAINS; TIME-SERIES; CIRCADIAN PACEMAKER; INTERSPIKE INTERVAL; NONLINEAR DYNAMICS; EMBEDDING DIMENSION; STRANGE ATTRACTORS; SLICE PREPARATION; FIRING PATTERNS

Citation

JOURNAL OF COMPUTATIONAL NEUROSCIENCE, v.19, pp.87 - 98

ISSN
0929-5313
URI
http://hdl.handle.net/10203/22688
Appears in Collection
BiS-Journal Papers(저널논문)
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