Inhibitory feedback promotes stability in an oscillatory network

Reliability and variability of neuronal activity are both thought to be important for the proper function of neuronal networks. The crustacean pyloric rhythm (∼1 Hz) is driven by a group of pacemaker neurons (AB/PD) that inhibit and burst out of phase with all follower pyloric neurons. The only known chemical synaptic feedback to the pacemakers is an inhibitory synapse from the follower lateral pyloric (LP) neuron. Although this synapse has been studied extensively, its role in the generation and coordination of the pyloric rhythm is unknown. We examine the hypothesis that this synapse acts to stabilize the oscillation by reducing the variability in cycle period on a cycle-by-cycle basis. Our experimental data show that functionally removing the LP-pyloric dilator (PD) synapse by hyperpolarizing the LP neuron increases the pyloric period variability. The increase in pyloric rhythm stability in the presence of the LP-PD synapse is demonstrated by a decrease in the amplitude of the phase response curve of the PD neuron. These experimental results are explained by a reduced mathematical model. Phase plane analysis of this model demonstrates that the effect of the periodic inhibition is to produce asymptotic stability in the oscillation phase, which leads to a reduction in variability of the oscillation cycle period.

[1]  H. Pinsker Aplysia bursting neurons as endogenous oscillators. I. Phase-response curves for pulsed inhibitory synaptic input. , 1977, Journal of neurophysiology.

[2]  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.

[3]  Bard Ermentrout,et al.  Type I Membranes, Phase Resetting Curves, and Synchrony , 1996, Neural Computation.

[4]  M. P. Nusbaum,et al.  Intercircuit Control of Motor Pattern Modulation by Presynaptic Inhibition , 1997, The Journal of Neuroscience.

[5]  E. Marder,et al.  Temporal Dynamics of Graded Synaptic Transmission in the Lobster Stomatogastric Ganglion , 1997, The Journal of Neuroscience.

[6]  M. P. Nusbaum,et al.  Motor Pattern Selection via Inhibition of Parallel Pathways , 1997, The Journal of Neuroscience.

[7]  A Ayali,et al.  Monoamine Control of the Pacemaker Kernel and Cycle Frequency in the Lobster Pyloric Network , 1999, The Journal of Neuroscience.

[8]  Sorinel Adrian Oprisan,et al.  The Influence of Limit Cycle Topology on the Phase Resetting Curve , 2002, Neural Computation.

[9]  Bard Ermentrout,et al.  Simulating, analyzing, and animating dynamical systems - a guide to XPPAUT for researchers and students , 2002, Software, environments, tools.

[10]  S. Hooper,et al.  Relating network synaptic connectivity and network activity in the lobster (Panulirus interruptus) pyloric network. , 2003, Journal of neurophysiology.

[11]  Eve Marder,et al.  The Functional Consequences of Changes in the Strength and Duration of Synaptic Inputs to Oscillatory Neurons , 2003, The Journal of Neuroscience.

[12]  S. Grillner,et al.  Fast and slow locomotor burst generation in the hemispinal cord of the lamprey. , 2003, Journal of neurophysiology.

[13]  C. Canavier,et al.  Dynamics from a time series: can we extract the phase resetting curve from a time series? , 2003, Biophysical journal.

[14]  Farzan Nadim,et al.  Dynamic Interaction of Oscillatory Neurons Coupled with Reciprocally Inhibitory Synapses Acts to Stabilize the Rhythm Period , 2004, The Journal of Neuroscience.

[15]  Farzan Nadim,et al.  The Activity Phase of Postsynaptic Neurons in a Simplified Rhythmic Network , 2004, Journal of Computational Neuroscience.

[16]  Scott L. Hooper,et al.  Phase Maintenance in the Pyloric Pattern of the Lobster (Panulirus interruptus) Stomatogastric Ganglion , 1997, Journal of Computational Neuroscience.

[17]  M. P. Nusbaum,et al.  Mechanosensory Activation of a Motor Circuit by Coactivation of Two Projection Neurons , 2004, The Journal of Neuroscience.

[18]  A. Prinz,et al.  Phase resetting and phase locking in hybrid circuits of one model and one biological neuron. , 2004, Biophysical journal.

[19]  Jan-Marino Ramirez,et al.  Pacemaker neurons and neuronal networks: an integrative view , 2004, Current Opinion in Neurobiology.

[20]  S. Grillner,et al.  Mechanisms of Rhythm Generation in a Spinal Locomotor Network Deprived of Crossed Connections: The Lamprey Hemicord , 2005, The Journal of Neuroscience.

[21]  Eve Marder,et al.  Animal-to-Animal Variability in Motor Pattern Production in Adults and during Growth , 2005, The Journal of Neuroscience.

[22]  J. Feldman,et al.  Sodium and Calcium Current-Mediated Pacemaker Neurons and Respiratory Rhythm Generation , 2005, The Journal of Neuroscience.

[23]  Fiona E. N. LeBeau,et al.  Microcircuits in action – from CPGs to neocortex , 2005, Trends in Neurosciences.

[24]  Eve Marder,et al.  Red pigment concentrating hormone strongly enhances the strength of the feedback to the pyloric rhythm oscillator but has little effect on pyloric rhythm period. , 2006, Journal of neurophysiology.

[25]  Julian F R Paton,et al.  Respiratory rhythm generation during gasping depends on persistent sodium current , 2006, Nature Neuroscience.

[26]  Lian Zhou,et al.  The interaction between facilitation and depression of two release mechanisms in a single synapse , 2006, Neurocomputing.

[27]  E. Marder,et al.  Understanding circuit dynamics using the stomatogastric nervous system of lobsters and crabs. , 2007, Annual review of physiology.

[28]  Farzan Nadim,et al.  A modeling comparison of projection neuron- and neuromodulator-elicited oscillations in a central pattern generating network , 2008, Journal of Computational Neuroscience.

[29]  Astrid A Prinz,et al.  Phase resetting curves allow for simple and accurate prediction of robust N:1 phase locking for strongly coupled neural oscillators. , 2009, Biophysical journal.

[30]  John Guckenheimer,et al.  Dissecting the Phase Response of a Model Bursting Neuron , 2009, SIAM J. Appl. Dyn. Syst..

[31]  David Terman,et al.  Mathematical foundations of neuroscience , 2010 .

[32]  Farzan Nadim,et al.  A PRC Description of How Inhibitory Feedback Promotes Oscillation Stability , 2012 .