Variable Neuronal Participation in Stereotypic Motor Programs

To what extent are motor networks underlying rhythmic behaviors rigidly hard-wired versus fluid and dynamic entities? Do the members of motor networks change from moment-to-moment or from motor program episode-to-episode? These are questions that can only be addressed in systems where it is possible to monitor the spiking activity of networks of neurons during the production of motor programs. We used large-scale voltage-sensitive dye (VSD) imaging followed by Independent Component Analysis spike-sorting to examine the extent to which the neuronal network underlying the escape swim behavior of Tritonia diomedea is hard-wired versus fluid from a moment-to-moment perspective. We found that while most neurons were dedicated to the swim network, a small but significant proportion of neurons participated in a surprisingly variable manner. These neurons joined the swim motor program late, left early, burst only on some cycles or skipped cycles of the motor program. We confirmed that this variable neuronal participation was not due to effects of the VSD by finding such neurons with intracellular recording in dye-free saline. Further, these neurons markedly varied their level of participation in the network from swim episode-to-episode. The generality of such unreliably bursting neurons was confirmed by their presence in the rhythmic escape networks of two other molluscan species, Tritonia festiva and Aplysia californica. Our observations support a view that neuronal networks, even those underlying rhythmic and stereotyped motor programs, may be more variable in structure than widely appreciated.

[1]  Brendon O. Watson,et al.  Internal Dynamics Determine the Cortical Response to Thalamic Stimulation , 2005, Neuron.

[2]  P. A. Getting,et al.  Motor organization of Tritonia swimming. I. Quantitative analysis of swim behavior and flexion neuron firing patterns. , 1982, Journal of neurophysiology.

[3]  Steven Mennerick,et al.  Diverse Voltage-Sensitive Dyes Modulate GABAAReceptor Function , 2010, The Journal of Neuroscience.

[4]  E Marder,et al.  Different Proctolin Neurons Elicit Distinct Motor Patterns from a Multifunctional Neuronal Network , 1999, The Journal of Neuroscience.

[5]  W. Frost,et al.  Prepulse Inhibition of the Tritonia Escape Swim , 1998, Journal of Neuroscience.

[6]  G. Hoyle,et al.  The neuronal basis of behavior in Tritonia. 3. Neuronal mechanism of a fixed action pattern. , 1973, Journal of neurobiology.

[7]  W. Frost,et al.  Long-Term Habituation in the Marine Mollusc Tritonia diomedea , 2006, The Biological Bulletin.

[8]  G. Hoyle,et al.  The neuronal basis of behavior in Tritonia. IV. The central origin of a fixed action pattern demonstrated in the isolated brain. , 1973, Journal of neurobiology.

[9]  Liang Wang,et al.  Dynamic functional reorganization of the motor execution network after stroke. , 2010, Brain : a journal of neurology.

[10]  Light-induced effects of a fluorescent voltage-sensitive dye on neuronal activity in the crab stomatogastric ganglion , 2010, Journal of Neuroscience Methods.

[11]  P. R. Lennard,et al.  Central pattern generator mediating swimming in Tritonia. II. Initiation, maintenance, and termination. , 1980, Journal of neurophysiology.

[12]  K. D. Punta,et al.  An ultra-sparse code underlies the generation of neural sequences in a songbird , 2002 .

[13]  Terrence J Sejnowski,et al.  Validation of independent component analysis for rapid spike sorting of optical recording data. , 2010, Journal of neurophysiology.

[14]  P A Getting,et al.  Neural control of swimming in Tritonia. , 1983, Symposia of the Society for Experimental Biology.

[15]  J. G. Nicholls,et al.  Optical recording from respiratory pattern generator of fetal mouse brainstem reveals a distributed network , 2006, Neuroscience.

[16]  E. Marder,et al.  Neurons that form multiple pattern generators: identification and multiple activity patterns of gastric/pyloric neurons in the crab stomatogastric system. , 1991, Journal of neurophysiology.

[17]  Neural control of swimming in Aplysia brasiliana. II. Organization of pedal motoneurons and parapodial motor fields. , 1991, Journal of neurophysiology.

[18]  P. Stein,et al.  Variations in motor patterns during fictive rostral scratching in the turtle: knee-related deletions. , 2004, Journal of neurophysiology.

[19]  J. Jing,et al.  Central pattern generator for escape swimming in the notaspid sea slug Pleurobranchaea californica. , 1999, Journal of neurophysiology.

[20]  J. Ramirez,et al.  Reconfiguration of the neural network controlling multiple breathing patterns: eupnea, sighs and gasps , 2000, Nature Neuroscience.

[21]  K. R. Weiss,et al.  An Identified Interneuron Contributes to Aspects of Six Different Behaviors in Aplysia , 1996, The Journal of Neuroscience.

[22]  K. R. Weiss,et al.  Autonomic control network active in Aplysia during locomotion includes neurons that express splice variants of R15-neuropeptides. , 2007, Journal of neurophysiology.

[23]  M. Konishi,et al.  Neural control of behavior. , 1978, Annual review of neuroscience.

[24]  T. Sejnowski,et al.  Independent component analysis at the neural cocktail party , 2001, Trends in Neurosciences.

[25]  P. A. Getting,et al.  Dynamic neuromodulation of synaptic strength intrinsic to a central pattern generator circuit , 1994, Nature.

[26]  W. Frost,et al.  Dishabituation of the Tritonia escape swim. , 2000, Learning & memory.

[27]  William N Frost,et al.  Highly Dissimilar Behaviors Mediated by a Multifunctional Network in the Marine Mollusk Tritonia diomedea , 2002, The Journal of Neuroscience.

[28]  R. Harris-Warrick,et al.  Modulation of neural networks for behavior. , 1991, Annual review of neuroscience.

[29]  C. Bütefisch,et al.  Plasticity in the Human Cerebral Cortex: Lessons from the Normal Brain and from Stroke , 2004, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[30]  I. V. Orekhova,et al.  Cycle-to-cycle variability of neuromuscular activity in Aplysia feeding behavior. , 2004, Journal of neurophysiology.

[31]  X. Navarro,et al.  Neural plasticity after peripheral nerve injury and regeneration , 2007, Progress in Neurobiology.

[32]  W. B. Lindquist,et al.  Continuous shifts in the active set of spinal interneurons during changes in locomotor speed , 2008, Nature Neuroscience.

[33]  R. Calabrese Motor Networks: Shifting Coalitions , 2007, Current Biology.

[34]  Ari Berkowitz,et al.  Physiology and morphology of shared and specialized spinal interneurons for locomotion and scratching. , 2008, Journal of neurophysiology.

[35]  P. A. Getting Mechanisms of pattern generation underlying swimming in Tritonia. I. Neuronal network formed by monosynaptic connections. , 1981, Journal of Neurophysiology.

[36]  Peter A. Getting,et al.  Parametric Features of Habituation of Swim Cycle Number in the Marine MolluscTritonia diomedea , 1996, Neurobiology of Learning and Memory.

[37]  P. A. Getting,et al.  Habituation and iterative enhancement of multiple components of the Tritonia swim response. , 1996, Behavioral neuroscience.

[38]  Kevin L. Briggman,et al.  Imaging Dedicated and Multifunctional Neural Circuits Generating Distinct Behaviors , 2006, The Journal of Neuroscience.

[39]  Getting Pa,et al.  Neural control of swimming in Tritonia. , 1983 .

[40]  Mikhail A Lebedev,et al.  Stable Ensemble Performance with Single-neuron Variability during Reaching Movements in Primates , 2022 .

[41]  J. Hounsgaard,et al.  Stereological Estimate of the Total Number of Neurons in Spinal Segment D9 of the Red-Eared Turtle , 2011, The Journal of Neuroscience.

[42]  P. R. Lennard,et al.  Central pattern generator mediating swimming in Tritonia. I. Identification and synaptic interactions. , 1980, Journal of neurophysiology.

[43]  J. Jing,et al.  Directional Avoidance Turns Encoded by Single Interneurons and Sustained by Multifunctional Serotonergic Cells , 2003, The Journal of Neuroscience.

[44]  William N Frost,et al.  A Cellular Mechanism for Prepulse Inhibition , 2003, Neuron.