Simulation of circadian rhythm generation in the suprachiasmatic nucleus with locally coupled self-sustained oscillators.

In mammals, circadian rhythms are driven by a pacemaker located in the suprachiasmatic nuclei (SCN) of the anterior hypothalamus. The firing rate of neurons within the SCN exhibits a circadian rhythm. There is evidence that individual neurons within the SCN act as circadian oscillators. Rhythm generation in the SCN was therefore modeled by a system of self-sustained oscillators. The model is composed of up to 10000 oscillatory elements arranged in a square array. Each oscillator has its own (randomly determined) intrinsic period reflecting the widely dispersed periods observed in the SCN. The model behavior was investigated mainly in the absence of synchronizing zeitgebers. Due to local coupling the oscillators synchronized and an overall rhythm emerged. This indicates that a locally coupled system is capable of integrating the output of individual clock cells with widely dispersed periods. The period of the global output (average of all oscillators) corresponded to the average of the intrinsic periods and was stable even for small amplitudes and during transients. Noise, reflecting biological fluctuations at the cellular level, distorted the global rhythm in small arrays. The period of the rhythm could be stabilized by increasing the array size, which thus increased the robustness against noise. Since different regions of the SCN have separate output pathways, the array of oscillators was subdivided into four quadrants. Sudden deviations of periodicity sometimes appeared in one quadrant, while the periods of the other quadrants were largely unaffected. This result could represent a model for splitting, which has been observed in animal experiments. In summary, the multi-oscillator model of the SCN showed a broad repertoire of dynamic patterns, revealed a stable period (even during transients) with robustness against noise, and was able to account for such a complex physiological behavior as splitting.

[1]  S. Daan,et al.  Vertebrate circadian systems : structure and physiology , 1982 .

[2]  S. Leibler,et al.  Biological rhythms: Circadian clocks limited by noise , 2000, Nature.

[3]  F. A. Seiler,et al.  Numerical Recipes in C: The Art of Scientific Computing , 1989 .

[4]  F. Dudek,et al.  Cellular communication in the circadian clock, the suprachiasmatic nucleus , 1993, Neuroscience.

[5]  W J Schwartz,et al.  Antiphase oscillation of the left and right suprachiasmatic nuclei. , 2000, Science.

[6]  William H. Press,et al.  The Art of Scientific Computing Second Edition , 1998 .

[7]  Yosef Yarom,et al.  GABA in the mammalian suprachiasmatic nucleus and its role in diurnal rhythmicity , 1997, Nature.

[8]  L. Serrano,et al.  Engineering stability in gene networks by autoregulation , 2000, Nature.

[9]  A. Winfree Biological rhythms and the behavior of populations of coupled oscillators. , 1967, Journal of theoretical biology.

[10]  U. Schibler,et al.  Circadian regulation of gene expression in animals. , 2001, Current opinion in cell biology.

[11]  I. Zucker,et al.  Circadian rhythms in drinking behavior and locomotor activity of rats are eliminated by hypothalamic lesions. , 1972, Proceedings of the National Academy of Sciences of the United States of America.

[12]  R. Kronauer,et al.  Stability, precision, and near-24-hour period of the human circadian pacemaker. , 1999, Science.

[13]  A. Weindl,et al.  Neuroanatomical Organization and Connections of the Suprachiasmatic Nucleus , 1982 .

[14]  S. Daan,et al.  Two coupled oscillators: simulations of the circadian pacemaker in mammalian activity rhythms. , 1978, Journal of theoretical biology.

[15]  G. Block,et al.  Cellular analysis of theBulla ocular circadian pacemaker system , 2004, Journal of Comparative Physiology A.

[16]  P. Tresco,et al.  A diffusible coupling signal from the transplanted suprachiasmatic nucleus controlling circadian locomotor rhythms , 1996, Nature.

[17]  V. Cassone,et al.  Immortal time: circadian clock properties of rat suprachiasmatic cell lines. , 1999, Science.

[18]  Serge Daan,et al.  A functional analysis of circadian pacemakers in nocturnal rodents , 1976, Journal of comparative physiology.

[19]  W. Godwin Article in Press , 2000 .

[20]  Jaap van Pelt,et al.  Pennartz Strong Nonlinear Interactions A Model of Molecular Circadian Clocks : Multiple Mechanisms for Phase Shifting and a Requirement for , 1999 .

[21]  David C. Klein,et al.  Suprachiasmatic nucleus : the mind's clock , 1991 .

[22]  D. Welsh,et al.  Gap junctions couple astrocytes but not neurons in dissociated cultures of rat suprachiasmatic nucleus , 1996, Brain Research.

[23]  R. Silver,et al.  Circadian rhythmicity restored by neural transplant. Immunocytochemical characterization of the graft and its integration with the host brain , 1987, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[24]  W. Friesen,et al.  Cellular analysis of theBulla ocular circadian pacemaker system , 1984, Journal of Comparative Physiology A.

[25]  R. Kronauer,et al.  Simulations of light effects on the human circadian pacemaker: implications for assessment of intrinsic period. , 1996, The American journal of physiology.

[26]  G. Groos The Neurophysiology of the Mammalian Suprachiasmatic Nucleus and Its Visual Afferents , 1982 .

[27]  C A Czeisler,et al.  Mathematical model of the human circadian system with two interacting oscillators. , 1982, The American journal of physiology.

[28]  Steven M Reppert,et al.  GABA Synchronizes Clock Cells within the Suprachiasmatic Circadian Clock , 2000, Neuron.

[29]  William J. Schwartz,et al.  Morning and evening circadian oscillations in the suprachiasmatic nucleus in vitro , 2000, Nature Neuroscience.

[30]  W. Schwartz Suprachiasmatic nucleus , 2002, Current Biology.

[31]  Steven H. Strogatz,et al.  Cellular Construction of a Circadian Clock: Period Determination in the Suprachiasmatic Nuclei , 1997, Cell.

[32]  R. Moore,et al.  The suprachiasmatic nucleus of the golden hamster: Immunohistochemical analysis of cell and fiber distribution , 1984, Neuroscience.

[33]  C. Weitz,et al.  Regulation of daily locomotor activity and sleep by hypothalamic EGF receptor signalling. , 2003, Novartis Foundation symposium.

[34]  Theodosios Pavlidis,et al.  Biological Oscillators: Their Mathematical Analysis , 1973 .

[35]  A. Díez-Noguera,et al.  A functional model of the circadian system based on the degree of intercommunication in a complex system. , 1994, The American journal of physiology.

[36]  Erik D. Herzog,et al.  Clock controls circadian period in isolated suprachiasmatic nucleus neurons , 1998, Nature Neuroscience.

[37]  J. Dunlap Molecular Bases for Circadian Clocks , 1999, Cell.

[38]  E. Herzog,et al.  Functional Genomics of Sleep and Circadian Rhythm Invited Review: A neural clockwork for encoding circadian time , 2002 .

[39]  R. Moore,et al.  Entrainment pathways and the functional organization of the circadian system. , 1996, Progress in brain research.

[40]  R. Kronauer,et al.  Refinement of a limit cycle oscillator model of the effects of light on the human circadian pacemaker. , 1998, Journal of theoretical biology.

[41]  S. Daan,et al.  The Two-Oscillator Circadian System of Tree Shrews (Tupaia belangeri) and Its Response to Light and Dark Pulses , 1990, Journal of biological rhythms.

[42]  G. Hildebrandt,et al.  Tagesrhythmische Schwankungen der visuellen Lichtempfindlichkeit beim Menschen , 1976 .

[43]  Sato Honma,et al.  Circadian periods of single suprachiasmatic neurons in rats , 1998, Neuroscience Letters.

[44]  S. Strogatz,et al.  Dynamics of a large system of coupled nonlinear oscillators , 1991 .

[45]  S. Kay,et al.  Time zones: a comparative genetics of circadian clocks , 2001, Nature Reviews Genetics.

[46]  Markus Meister,et al.  Individual neurons dissociated from rat suprachiasmatic nucleus express independently phased circadian firing rhythms , 1995, Neuron.

[47]  S. Honma,et al.  Synchronization of circadian firing rhythms in cultured rat suprachiasmatic neurons , 2000 .

[48]  N. V. Den The Hypothalamic Suprachiasmatic Nucleus of Rat : Intrinsic Anatomy , 2022 .

[49]  C. Weitz,et al.  Regulation of Daily Locomotor Activity and Sleep by Hypothalamic EGF Receptor Signaling , 2001, Science.

[50]  K. Kitahama,et al.  Demonstration of GABAergic cell bodies in the suprachiasmatic nucleus: In situ hybridization of glutamic acid decarboxylase (GAD) mRNA and immunocytochemistry of GAD and GABA , 1989, Neuroscience Letters.

[51]  C. Pittendrigh,et al.  Circadian rhythms and the circadian organization of living systems. , 1960, Cold Spring Harbor symposia on quantitative biology.

[52]  P Achermann,et al.  Modeling Circadian Rhythm Generation in the Suprachiasmatic Nucleus with Locally Coupled Self-Sustained Oscillators: Phase Shifts and Phase Response Curves , 1999, Journal of biological rhythms.

[53]  L. Glass Synchronization and rhythmic processes in physiology , 2001, Nature.

[54]  A. Pol,et al.  Gamma-aminobutyrate, gastrin releasing peptide, serotonin, somatostatin, and vasopressin: Ultrastructural immunocytochemical localization in presynaptic axons in the suprachiasmatic nucleus , 1986, Neuroscience.

[55]  J. Jacklet,et al.  Ultrastructure of photoreceptors and circadian pacemaker neurons in the eye of a gastropod,Bulla , 1983, Journal of neurocytology.

[56]  C. Hayashi,et al.  Nonlinear oscillations in physical systems , 1987 .

[57]  R. Moore,et al.  Loss of a circadian adrenal corticosterone rhythm following suprachiasmatic lesions in the rat. , 1972, Brain research.

[58]  E. Herzog,et al.  Circadian rhythms in firing rate of individual suprachiasmatic nucleus neurons from adult and middle-aged mice , 2001, Neuroscience.

[59]  A. N. van den Pol Gamma-aminobutyrate, gastrin releasing peptide, serotonin, somatostatin, and vasopressin: ultrastructural immunocytochemical localization in presynaptic axons in the suprachiasmatic nucleus. , 1986, Neuroscience.

[60]  Professor James T. Enright The Timing of Sleep and Wakefulness , 1980, Studies of Brain Function.

[61]  M. Harrington,et al.  The effects of GABA and benzodiazepines on neurones in the suprachiasmatic nucleus (SCN) of Syrian hamsters , 1991, Brain Research.

[62]  D. Weinert AGE-DEPENDENT CHANGES OF THE CIRCADIAN SYSTEM , 2000, Chronobiology international.