Retinal Wave Behavior through Activity-Dependent Refractory Periods

In the developing mammalian visual system, spontaneous retinal ganglion cell (RGC) activity contributes to and drives several aspects of visual system organization. This spontaneous activity takes the form of spreading patches of synchronized bursting that slowly advance across portions of the retina. These patches are non-repeating and tile the retina in minutes. Several transmitter systems are known to be involved, but the basic mechanism underlying wave production is still not well-understood. We present a model for retinal waves that focuses on acetylcholine mediated waves but whose principles are adaptable to other developmental stages. Its assumptions are that a) spontaneous depolarizations of amacrine cells drive wave activity; b) amacrine cells are locally connected, and c) cells receiving more input during their depolarization are subsequently less responsive and have longer periods between spontaneous depolarizations. The resulting model produces waves with non-repeating borders and randomly distributed initiation points. The wave generation mechanism appears to be chaotic and does not require neural noise to produce this wave behavior. Variations in parameter settings allow the model to produce waves that are similar in size, frequency, and velocity to those observed in several species. Our results suggest that retinal wave behavior results from activity-dependent refractory periods and that the average velocity of retinal waves depends on the duration a cell is excitatory: longer periods of excitation result in slower waves. In contrast to previous studies, we find that a single layer of cells is sufficient for wave generation. The principles described here are very general and may be adaptable to the description of spontaneous wave activity in other areas of the nervous system.

[1]  R. Wong,et al.  Developmental Loss of Synchronous Spontaneous Activity in the Mouse Retina Is Independent of Visual Experience , 2003, The Journal of Neuroscience.

[2]  R. Wong,et al.  Changing Patterns of Spontaneous Bursting Activity of On and Off Retinal Ganglion Cells during Development , 1996, Neuron.

[3]  R. Wong,et al.  Retinal waves and visual system development. , 1999, Annual review of neuroscience.

[4]  Z. J. Zhou,et al.  Coordinated Transitions in Neurotransmitter Systems for the Initiation and Propagation of Spontaneous Retinal Waves , 2000, The Journal of Neuroscience.

[5]  Zhou Zj,et al.  Direct Participation of Starburst Amacrine Cells in Spontaneous Rhythmic Activities in the Developing Mammalian Retina , 1998 .

[6]  N. Shadbolt,et al.  A Neurotrophic Model of the Development of the Retinogeniculocortical Pathway Induced by Spontaneous Retinal Waves , 1999, The Journal of Neuroscience.

[7]  M. Stryker,et al.  Prenatal tetrodotoxin infusion blocks segregation of retinogeniculate afferents. , 1988, Science.

[8]  O. Garaschuk,et al.  Developmental profile and synaptic origin of early network oscillations in the CA1 region of rat neonatal hippocampus , 1998, The Journal of physiology.

[9]  M. Feller,et al.  Potentiation of L-Type Calcium Channels Reveals Nonsynaptic Mechanisms that Correlate Spontaneous Activity in the Developing Mammalian Retina , 2001, The Journal of Neuroscience.

[10]  R F Mark,et al.  Patterned neural activity in brain stem auditory areas of a prehearing mammal, the tammar wallaby (Macropus eugenii). , 1994, Neuroreport.

[11]  Michael P. Stryker,et al.  Modification of retinal ganglion cell axon morphology by prenatal infusion of tetrodotoxin , 1988, Nature.

[12]  C. Shatz,et al.  Early functional neural networks in the developing retina , 1995, Nature.

[13]  C. Shatz,et al.  Retinal Waves Are Governed by Collective Network Properties , 1999, The Journal of Neuroscience.

[14]  Seunghoon Lee,et al.  Stage‐dependent dynamics and modulation of spontaneous waves in the developing rabbit retina , 2004, The Journal of physiology.

[15]  Evelyne Sernagor,et al.  Development of Retinal Ganglion Cell Structure and Function , 2001, Progress in Retinal and Eye Research.

[16]  John Rinzel,et al.  Modeling Spontaneous Activity in the Developing Spinal Cord Using Activity-Dependent Variations of Intracellular Chloride , 2005, The Journal of Neuroscience.

[17]  Yehezkel Ben-Ari,et al.  Retinal Waves Trigger Spindle Bursts in the Neonatal Rat Visual Cortex , 2006, The Journal of Neuroscience.

[18]  M. Feller,et al.  Spontaneous Correlated Activity in Developing Neural Circuits , 1999, Neuron.

[19]  Seunghoon Lee,et al.  A transient network of intrinsically bursting starburst cells underlies the generation of retinal waves , 2006, Nature Neuroscience.

[20]  Eugene M. Izhikevich,et al.  Which model to use for cortical spiking neurons? , 2004, IEEE Transactions on Neural Networks.

[21]  D. O'Leary,et al.  Retinotopic Map Refinement Requires Spontaneous Retinal Waves during a Brief Critical Period of Development , 2003, Neuron.

[22]  D. Copenhagen,et al.  Development of Precise Maps in Visual Cortex Requires Patterned Spontaneous Activity in the Retina , 2005, Neuron.

[23]  J. Ribeiro,et al.  Adenosine A2 receptor-mediated excitatory actions on the nervous system , 1996, Progress in Neurobiology.

[24]  J. Sanes,et al.  Developmentally Regulated Spontaneous Activity in the Embryonic Chick Retina , 1998, The Journal of Neuroscience.

[25]  D A Butts,et al.  The Information Content of Spontaneous Retinal Waves , 2001, The Journal of Neuroscience.

[26]  L. Maffei,et al.  Correlation in the discharges of neighboring rat retinal ganglion cells during prenatal life. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[27]  C. Shatz,et al.  Competition in retinogeniculate patterning driven by spontaneous activity. , 1998, Science.

[28]  S. Eglen,et al.  Developmental Modulation of Retinal Wave Dynamics: Shedding Light on the GABA Saga , 2003, The Journal of Neuroscience.

[29]  Marla B. Feller,et al.  Spontaneous patterned retinal activity and the refinement of retinal projections , 2005, Progress in Neurobiology.

[30]  N. Spitzer,et al.  Purposeful patterns of spontaneous calcium transients in embryonic spinal neurons. , 1997, Seminars in cell & developmental biology.

[31]  Stephen J. Eglen,et al.  t Differential Effects of Acetylcholine and Glutamate Blockade on the Spatiotemporal Dynamics of Retinal Waves , 2000, The Journal of Neuroscience.

[32]  W. Lippe,et al.  Rhythmic spontaneous activity in the developing avian auditory system , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[33]  R. Yuste,et al.  Neuronal domains in developing neocortex. , 1992, Science.

[34]  Michael J. O'Donovan,et al.  Population behavior and self-organization in the genesis of spontaneous rhythmic activity by developing spinal networks. , 1997, Seminars in cell & developmental biology.

[35]  Christine Holt,et al.  Effects of intraocular tetrodotoxin on the development of the retinocollicular pathway in the syrian hamster , 1989, The Journal of comparative neurology.

[36]  F. Werblin,et al.  Requirement for Cholinergic Synaptic Transmission in the Propagation of Spontaneous Retinal Waves , 1996, Science.

[37]  Stephen Wolfram,et al.  Cellular automata as models of complexity , 1984, Nature.

[38]  C. Shatz,et al.  Transient period of correlated bursting activity during development of the mammalian retina , 1993, Neuron.

[39]  S Borges,et al.  Neurotensin induces calcium oscillations in cultured amacrine cells , 1996, Visual Neuroscience.

[40]  S. Ho,et al.  Spontaneous activity in the perinatal trigeminal nucleus of the rat. , 1999, Neuroreport.

[41]  R. Wong,et al.  Neuronal coupling in the developing mammalian retina , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[42]  N M Grzywacz,et al.  Spontaneous activity in developing turtle retinal ganglion cells: Statistical analysis , 2000, Visual Neuroscience.

[43]  C. Shatz,et al.  Dynamic Processes Shape Spatiotemporal Properties of Retinal Waves , 1997, Neuron.

[44]  S J Eglen,et al.  The role of retinal waves and synaptic normalization in retinogeniculate development. , 1999, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[45]  D. Baylor,et al.  Synchronous bursts of action potentials in ganglion cells of the developing mammalian retina. , 1991, Science.

[46]  N. Grzywacz,et al.  Model for the pharmacological basis of spontaneous synchronous activity in developing retinas , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[47]  Evelyne Sernagor,et al.  Spontaneous Activity in Developing Turtle Retinal Ganglion Cells: Pharmacological Studies , 1999, The Journal of Neuroscience.

[48]  Carla J. Shatz,et al.  Dynamics of Retinal Waves Are Controlled by Cyclic AMP , 1999, Neuron.

[49]  Marla B Feller,et al.  Retinal waves: mechanisms and function in visual system development. , 2005, Cell calcium.

[50]  O. Andreassen,et al.  Mice Deficient in Cellular Glutathione Peroxidase Show Increased Vulnerability to Malonate, 3-Nitropropionic Acid, and 1-Methyl-4-Phenyl-1,2,5,6-Tetrahydropyridine , 2000, The Journal of Neuroscience.

[51]  A. Beaudet,et al.  Mice Lacking Specific Nicotinic Acetylcholine Receptor Subunits Exhibit Dramatically Altered Spontaneous Activity Patterns and Reveal a Limited Role for Retinal Waves in Forming ON and OFF Circuits in the Inner Retina , 2000, The Journal of Neuroscience.

[52]  M. Constantine-Paton,et al.  N-methyl-D-aspartate receptor antagonists disrupt the formation of a mammalian neural map. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[53]  Z. J. Zhou,et al.  Direct Participation of Starburst Amacrine Cells in Spontaneous Rhythmic Activities in the Developing Mammalian Retina , 1998, The Journal of Neuroscience.

[54]  E. S. Ruthazer,et al.  Control of Axon Branch Dynamics by Correlated Activity in Vivo , 2003, Science.

[55]  C. Shatz,et al.  Synaptic Activity and the Construction of Cortical Circuits , 1996, Science.