Burst-Induced Synaptic Depression and Its Modulation Contribute to Information Transfer at Aplysia Sensorimotor Synapses: Empirical and Computational Analyses

The Aplysia sensorimotor synapse is a key site of plasticity for several simple forms of learning. Plasticity of this synapse has been extensively studied, albeit primarily with individual action potentials elicited at low frequencies. Yet, the mechanosensory neurons fire high-frequency bursts in response to even moderate tactile stimuli delivered to the skin. In the present study, we extend this analysis to show that sensory neurons also fire bursts in the range of 1-60 Hz in response to electrical stimuli similar to those used in behavioral studies of sensitization. Intracellular stimulation of sensory neurons to fire a burst of action potentials at 10 Hz for 1 sec led to significant homosynaptic depression of postsynaptic responses. The depression was transient and fully recovered within 10 min. During the burst, the steady-state depressed phase of the postsynaptic response, which was only 20% of the initial EPSP of the burst, still contributed to firing the motor neuron. To explore the functional contribution of transient homosynaptic depression to the response of the motor neuron, computer simulations of the sensorimotor synapse with and without depression were compared. Depression allowed the motor neuron to produce graded responses over a wide range of presynaptic input strength. In addition, enhancement of synaptic transmission throughout a burst increased motor neuron output substantially more than did preferential enhancement of the initial phase of a burst. Thus, synaptic depression increased the dynamic range of the sensorimotor synapse and can, in principle, have a profound effect on information processing.

[1]  E. Kandel,et al.  A cellular mechanism of classical conditioning in Aplysia: activity-dependent amplification of presynaptic facilitation. , 1983, Science.

[2]  M M Merzenich,et al.  Context-sensitive synaptic plasticity and temporal-to-spatial transformations in hippocampal slices. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[3]  R. Nicoll,et al.  Hippocampal Long-Term Potentiation Preserves the Fidelity of Postsynaptic Responses to Presynaptic Bursts , 1999, The Journal of Neuroscience.

[4]  D. Buonomano,et al.  Distinct Functional Types of Associative Long-Term Potentiation in Neocortical and Hippocampal Pyramidal Neurons , 1999, The Journal of Neuroscience.

[5]  E. Kandel,et al.  Mechanoafferent neurons innervating tail of Aplysia. I. Response properties and synaptic connections. , 1983, Journal of neurophysiology.

[6]  E R Kandel,et al.  The Contribution of Activity-Dependent Synaptic Plasticity to Classical Conditioning in Aplysia , 2001, The Journal of Neuroscience.

[7]  E R Kandel,et al.  A Simplified Preparation for Relating Cellular Events to Behavior: Contribution of LE and Unidentified Siphon Sensory Neurons to Mediation and Habituation of the Aplysia Gill- and Siphon-Withdrawal Reflex , 1997, The Journal of Neuroscience.

[8]  E R Kandel,et al.  Neuronal Mechanisms of Habituation and Dishabituation of the Gill-Withdrawal Reflex in Aplysia , 1970, Science.

[9]  J. Byrne,et al.  Roles of second messenger pathways in neuronal plasticity and in learning and memory. Insights gained from Aplysia. , 1993, Advances in second messenger and phosphoprotein research.

[10]  T. Carew,et al.  Heterosynaptic Facilitation of Tail Sensory Neuron Synaptic Transmission during Habituation in Tail-Induced Tail and Siphon Withdrawal Reflexes of Aplysia , 1996, The Journal of Neuroscience.

[11]  Farzan Nadim,et al.  Synaptic Depression Mediates Bistability in Neuronal Networks with Recurrent Inhibitory Connectivity , 2001, The Journal of Neuroscience.

[12]  J. Byrne,et al.  Long-term synaptic changes produced by a cellular analog of classical conditioning in Aplysia. , 1990, Science.

[13]  E R Kandel,et al.  Presynaptic facilitation revisited: state and time dependence , 1996, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[14]  Michael A. Arbib,et al.  The handbook of brain theory and neural networks , 1995, A Bradford book.

[15]  D. A. Baxter,et al.  Neural and Molecular Bases of Nonassociative and Associative Learning in Aplysia a , 1991, Annals of the New York Academy of Sciences.

[16]  D. A. Baxter,et al.  Simulator for neural networks and action potentials: description and application. , 1994, Journal of neurophysiology.

[17]  Richard Bertram,et al.  Differential Filtering of Two Presynaptic Depression Mechanisms , 2001, Neural Computation.

[18]  E. Kandel,et al.  Pairing-specific, activity-dependent presynaptic facilitation at Aplysia sensory-motor neuron synapses in isolated cell culture , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[19]  J. Byrne,et al.  Modulation of an inhibitory interneuron in the neural circuitry for the tail withdrawal reflex of Aplysia. , 1995, Journal of neurophysiology.

[20]  S. Schacher,et al.  Selective short- and long-term effects of serotonin, small cardioactive peptide, and tetanic stimulation on sensorimotor synapses of Aplysia in culture , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[21]  E. Fortune,et al.  Short-term synaptic plasticity as a temporal filter , 2001, Trends in Neurosciences.

[22]  J. Byrne,et al.  Long-term sensitization in Aplysia: biophysical correlates in tail sensory neurons. , 1987, Science.

[23]  M. Castro-Alamancos,et al.  Short-term Plasticity in Thalamocortical Pathways: Cellular Mechanisms and Functional Roles , 1997, Reviews in the neurosciences.

[24]  E. Walters,et al.  Rapid amplification and facilitation of mechanosensory discharge in Aplysia by noxious stimulation. , 1993, Journal of neurophysiology.

[25]  J H Byrne,et al.  Bag cell extract inhibits tail-siphon withdrawal reflex, suppresses long-term but not short-term sensitization, and attenuates sensory-to- motor neuron synapses in Aplysia , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[26]  T. Abrams,et al.  Use-Dependent Decline of Paired-Pulse Facilitation atAplysia Sensory Neuron Synapses Suggests a Distinct Vesicle Pool or Release Mechanism , 1998, The Journal of Neuroscience.

[27]  D. A. Baxter,et al.  The role of interneurons in controlling the tail-withdrawal reflex in Aplysia: a network model. , 1993, Journal of neurophysiology.

[28]  E. Kandel,et al.  Imaging terminals of Aplysia sensory neurons demonstrates role of enhanced Ca2+ influx in presynaptic facilitation , 1993, Nature.

[29]  V. Castellucci,et al.  Contribution of polysynaptic pathways in the mediation and plasticity of Aplysia gill and siphon withdrawal reflex: evidence for differential modulation , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[30]  E. Kandel,et al.  A Simplified Preparation for Relating Cellular Events to Behavior: Mechanisms Contributing to Habituation, Dishabituation, and Sensitization of the Aplysia Gill-Withdrawal Reflex , 1997, The Journal of Neuroscience.

[31]  W N Frost,et al.  Role of interneurons in defensive withdrawal reflexes in Aplysia. , 1995, Learning & memory.

[32]  E. Kandel,et al.  Mechanoafferent neurons innervating tail of Aplysia. II. Modulation by sensitizing stimulation. , 1983, Journal of neurophysiology.

[33]  Frank C. Hoppensteadt,et al.  Bursts as a unit of neural information: selective communication via resonance , 2003, Trends in Neurosciences.

[34]  T. Carew,et al.  Contirbution of Postsynaptic Ca2+ to the Induction of Posttetanic Potentiation in the Neural Circuit for Siphon Withdrawal inAplysia , 2001, The Journal of Neuroscience.

[35]  John H Byrne,et al.  Localized Neuronal Outgrowth Induced by Long-Term Sensitization Training in Aplysia , 2002, The Journal of Neuroscience.

[36]  E. Kandel,et al.  Activity-Dependent Presynaptic Facilitation and Hebbian LTP Are Both Required and Interact during Classical Conditioning in Aplysia , 2003, Neuron.

[37]  M. Klein,et al.  Modulation of the Readily Releasable Pool of Transmitter and of Excitation–Secretion Coupling by Activity and by Serotonin atAplysia Sensorimotor Synapses in Culture , 2002, The Journal of Neuroscience.

[38]  E. Kandel,et al.  Contribution of individual mechanoreceptor sensory neurons to defensive gill-withdrawal reflex in Aplysia. , 1978, Journal of neurophysiology.

[39]  S. Schacher,et al.  Changes in functional glutamate receptors on a postsynaptic neuron accompany formation and maturation of an identified synapse. , 1999, Journal of neurobiology.

[40]  L. Abbott,et al.  Synaptic Depression and Cortical Gain Control , 1997, Science.

[41]  N Dale,et al.  L-glutamate may be the fast excitatory transmitter of Aplysia sensory neurons. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[42]  T. Carew Behavioral Neurobiology: The Cellular Organization of Natural Behavior , 2000 .

[43]  L. Eliot,et al.  Modulation of spontaneous transmitter release during depression and posttetanic potentiation of Aplysia sensory-motor neuron synapses isolated in culture , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[44]  Eric R. Kandel,et al.  Involvement of Presynaptic and Postsynaptic Mechanisms in a Cellular Analog of Classical Conditioning at AplysiaSensory-Motor Neuron Synapses in Isolated Cell Culture , 1998, The Journal of Neuroscience.

[45]  Thomas J. Carew,et al.  Molecular Mechanisms Underlying a Unique Intermediate Phase of Memory in Aplysia , 2001, Neuron.

[46]  Neural control of swimming in Aplysia brasiliana. I. Innervation of parapodial muscle by pedal ganglion motoneurons. , 1991, Journal of neurophysiology.

[47]  J. Byrne,et al.  Identification and characterization of a multifunction neuron contributing to defensive arousal in Aplysia. , 1993, Journal of neurophysiology.

[48]  J. Byrne,et al.  Cellular Correlates of Long-Term Sensitization inAplysia , 1998, The Journal of Neuroscience.

[49]  H. Markram,et al.  The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[50]  E. Kandel The Molecular Biology of Memory Storage: A Dialogue Between Genes and Synapses , 2001, Science.

[51]  H. Markram,et al.  Redistribution of synaptic efficacy between neocortical pyramidal neurons , 1996, Nature.

[52]  J. Byrne,et al.  Post-tetanic potentiation inAplysia sensory neurons , 1984, Brain Research.

[53]  T. Carew,et al.  Contribution of postsynaptic Ca2+ to the induction of post-tetanic potentiation in the neural circuit for siphon withdrawal in Aplysia. , 2001, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[54]  E. Kandel,et al.  Learning to modulate transmitter release: themes and variations in synaptic plasticity. , 1993, Annual review of neuroscience.

[55]  Irving Kupfermann,et al.  Neuronal Correlates of Habituation and Dishabituation of the Gill-Withdrawal Reflex in Aplysia , 1970, Science.

[56]  J. Byrne,et al.  Long-term enhancement produced by activity-dependent modulation of Aplysia sensory neurons , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[57]  R. Bertram,et al.  Role for G Protein G (cid:1)(cid:2) Isoform Specificity in Synaptic Signal Processing: A Computational Study , 2001 .

[58]  E. Kandel,et al.  Receptive fields and response properties of mechanoreceptor neurons innervating siphon skin and mantle shelf in Aplysia. , 1974, Journal of neurophysiology.

[59]  E. Kandel,et al.  Molecular and structural changes underlying long-term memory storage in Aplysia. , 1994, Advances in second messenger and phosphoprotein research.

[60]  D. Glanzman,et al.  Long-term potentiation of Aplysia sensorimotor synapses in cell culture: regulation by postsynaptic voltage , 1994, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[61]  E. Marder,et al.  Synaptic depression creates a switch that controls the frequency of an oscillatory circuit. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[62]  M M Merzenich,et al.  Temporal information transformed into a spatial code by a neural network with realistic properties , 1995, Science.

[63]  E R Kandel,et al.  Involvement of Pre- and Postsynaptic Mechanisms in Posttetanic Potentiation at Aplysia Synapses , 1997, Science.

[64]  J. Byrne,et al.  Analysis of synaptic depression contributing to habituation of gill-withdrawal reflex in Aplysia californica. , 1982, Journal of neurophysiology.

[65]  M. Brostrom,et al.  Associative Conditioning of Single Sensory Neurons Suggests a Cellular Mechanism for Learning , 2022 .

[66]  E. Kandel,et al.  Is Heterosynaptic modulation essential for stabilizing hebbian plasiticity and memory , 2000, Nature Reviews Neuroscience.

[67]  S. Schacher,et al.  Synaptic plasticity and behavioral modifications in the marine mollusk Aplysia. , 1990, Progress in brain research.

[68]  E. Kandel,et al.  The Contribution of Facilitation of Monosynaptic PSPs to Dishabituation and Sensitization of the Aplysia Siphon Withdrawal Reflex , 1999, The Journal of Neuroscience.

[69]  E. Kandel,et al.  Stimulus-response relations and stability of mechanoreceptor and motor neurons mediating defensive gill-withdrawal reflex in Aplysia. , 1978, Journal of neurophysiology.