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Spike-driven synaptic plasticity: theory, simulation, VLSI implementation.

We present a model for spike-driven dynamics of a plastic synapse, suited for aVLSI implementation. The synaptic device behaves as a capacitor on short timescales and preserves the memory of two stable states (efficacies) on long timescales. The transitions (LTP/LTD) are stochastic because both the number and the distribution of neural spikes in any finite (stimulation) interval fluctuate, even at fixed pre- and postsynaptic spike rates. The dynamics of the single synapse is studied analytically by extending the solution to a classic problem in queuing theory (Takacs process). The model of the synapse is implemented in aVLSI and consists of only 18 transistors. It is also directly simulated. The simulations indicate that LTP/LTD probabilities versus rates are robust to fluctuations of the electronic parameters in a wide range of rates. The solutions for these probabilities are in very good agreement with both the simulations and measurements. Moreover, the probabilities are readily manipulable by variations of the chip's parameters, even in ranges where they are very small. The tests of the electronic device cover the range from spontaneous activity (3-4 Hz) to stimulus-driven rates (50 Hz). Low transition probabilities can be maintained in all ranges, even though the intrinsic time constants of the device are short (approximately 100 ms). Synaptic transitions are triggered by elevated presynaptic rates: for low presynaptic rates, there are essentially no transitions. The synaptic device can preserve its memory for years in the absence of stimulation. Stochasticity of learning is a result of the variability of interspike intervals; noise is a feature of the distributed dynamics of the network. The fact that the synapse is binary on long timescales solves the stability problem of synaptic efficacies in the absence of stimulation. Yet stochastic learning theory ensures that it does not affect the collective behavior of the network, if the transition probabilities are low and LTP is balanced against LTD.

Action Potentials↗

Synaptic plasticity, astrocytes and morphological homeostasis.

Recent discoveries suggest that astrocytes are an integral part of synaptic connections, as they sense and modulate synaptic activity. Moreover, there is evidence that astrocytes change the number of synaptic connections directly via synaptogenic signals or indirectly, by modifying the morphology of axons and dendrites. Here, we formulate the hypothesis that astrocytes mediate the morphological homeostasis of nerve cells, which is any adaptation of the morphology of a neuron to preserve its ability to respond to and generate synaptic activity during learning and memory-induced changes. We argue that astrocytes control neuronal morphology locally and across long-ranging assemblies of neurons and that on the other hand, astrocytes are part of the engram with plasticity-related changes affecting their morphology.

Animals↗

Use of brain slices to study long-term potentiation and depression as examples of synaptic plasticity.

Brain slices have been responsible for the majority of advances in our understanding of the cellular aspects of altered synaptic strength underlying memory, long-term potentiation (LTP) and long-term depression (LTD), and increases and decreases, respectively, in synaptic strength at glutamatergic synapses. Our current understanding of LTP and LTD has come largely from studies in hippocampal slices. We consider the strengths and limitations of brain slice technology applied to this subject and conclude that they will continue to have an important role in future studies into the cellular machinery underlying changes in synaptic strength.

Animals↗

[Memory and synaptic plasticity].

Short term memory traces are probably induced by a sustained and specific functional activation of some sensory and/or motor circuits in brain. These modifications, which could concern a large proportion of the brain but especially the limbic areas, are constituted primarily by ionic mechanisms and second messengers cascades induced by the activation of glutamatergic receptors (namely NMDA). In the invertebrate (Drosophilia melanogaster, aplysia), the role of serotonergic receptors seems to be more important. The activated cAMP-dependent and calcium dependent protein kinases target several proteins which are reversibly phosphorylated modifying the synaptic functions which in turn induce potentiated (PLT) or depressed (DLT) post-synaptic responses. These phenomena are at the basis of specific protein neosynthesis which is initiated by several early genes or trancription factor (cfos, zif 268, jun, CREB). Specific mRNA migrate to the potentiated synapse or dendritic spine where activated polyribosomes synthesize trophic factor, adhesion molecules and synaptic constituents. The building of new synaptic contacts and/or the plastic evolution of existing synapses could explain long-term LTP and long-term memory traces.

Animals↗

Presynaptic control of subunit composition of NMDA receptors mediating synaptic plasticity.

Subunit composition of subsynaptic transmitter receptors is controlled presynaptically in the developing neuromuscular junction. To investigate presynaptic regulation of NMDA receptor subunit composition in the CNS, we co-cultured different types of hippocampal explants with dissociated target neurons. Postsynaptic NMDA receptors were studied using whole-cell patch-clamp recordings. After 1 week in culture with innervation by dentate gyrus (dg) explants, the kinetic and pharmacological properties of postsynaptic NMDA receptors indicated the expression of NMDA receptor subtypes containing NR2B subunits (NR1/NR2A/NR2B or NR1/NR2B or both). The properties of NMDA receptors in noninnervated neurons were similar to those of neurons innervated by dg explants. In contrast, after innervation by explants from the cornu ammonis (CA) region, we found an additional NMDA receptor subtype with properties consistent with the subunit composition NR1/NR2A. These findings indicate that presynaptic signals determine NMDA receptor subunit composition. After prolonged cultivation (11-12 d) the properties of synaptic NMDA receptors in the majority of dg-innervated neurons also indicated the expression of NR1/NR2A receptors. This suggests a delayed developmental maturation of NMDA receptors in dg-innervated neurons. Long-term plasticity of central glutamatergic synapses is critically influenced by the subunit composition of NMDA receptors, and thus presynaptic control of NMDA receptor subunit composition might regulate synaptic plasticity.

Animals↗

[Synaptic plasticity in learning and memory].

Pavlovian conditioning has been considered as one of the principal experimental approaches to understanding such complex brain functions as learning and memory. Use-dependent alterations in synaptic efficacy are believed to form the basis for these functions. The algorithm of synapse modification proposed by D. Hebb as early as 1949 is the coincident activation of pre- and postsynaptic neurons. The present review considers the evolution of experimental protocols which were used to reveal the manifestations of Hebb-type plasticity in the synaptic inputs to neocortical and hippocampal neurons. Special attention is focused on long-term modifications of synaptic efficacy in the hippocampus as a possible neuronal mechanism of learning and the role of disinhibition in their development. The effects of various neuromodulators on hippocampal long-term potentiation are considered. It is suggested that along with their involvement in disinhibition processes these substances may control the Hebb-type plasticity through intracellular second messenger systems.

Animals↗

Impact of NRSN2 deficiency on memory: Altered excitatory synaptic plasticity associated with reduced expression of NMDA receptor subunits and impaired LTP in the hippocampus.

Our earlier human studies identified NRSN2 (Neurensin-2), a neuronal-specific vesicular protein, as a candidate gene contributing to 20p13 microdeletion syndrome, yet the functional consequences of NRSN2 deficiency in the nervous system remain poorly understood. To explore the role of Nrsn2 in neurodevelopment and cognitive function, we utilized previously generated homozygous Nrsn2 knockout mice (Nrsn2-/-) and performed a series of behavioral, morphological, and electrophysiological analyses. Behaviorally, Nrsn2-/- mice exhibited mild locomotor impairment, as assessed by gait analysis at 4 and 8 weeks of age, as well as significant deficits in spatial learning and memory (Morris water maze) and fear memory (passive avoidance test) at 8 weeks. Morphometric analysis suggested no overt alterations in dendritic complexity or spine density in hippocampal CA1 pyramidal neurons or cerebellar Purkinje cells without developmental malformation. Electrophysiological recordings and immunoblotting analyses may reflect region-specific synaptic alterations. In the hippocampus, expression levels of the NMDA receptor subunits GluN1 and GluN2A were reduced at 4 weeks of age. Consistently, CA1 pyramidal neurons displayed decreased sEPSC frequency with unchanged amplitude under the conditions examined. In addition, an imbalance in hippocampal excitatory/inhibitory transmission was observed, as reflected by altered sEPSC frequency in the absence of changes in sIPSC frequency. In cerebellar Purkinje cells, GluA1-containing AMPA receptors were selectively downregulated, accompanied by reduced frequency and amplitude of sEPSCs and a selective decrease in sIPSC frequency, indicating both excitatory and inhibitory synaptic dysfunction in this region. Collectively, these findings indicate that Nrsn2 deficiency is accompanied by altered excitatory synaptic transmission and reduced long-term potentiation (LTP) at 8 weeks of age, despite preserved dendritic architecture as assessed by Golgi staining. These synaptic and plasticity deficits occur alongside the observed cognitive and motor impairments in Nrsn2⁻/⁻ mice. This study provides a descriptive phenotypic characterization of Nrsn2 deficiency and offers initial insights into the neurobiological role of NRSN2 and its contribution to neurodevelopment, learning, and memory.

Animals↗

Short-term synaptic plasticity orchestrates the response of pyramidal cells and interneurons to population bursts.

The synaptic drive from neuronal populations varies considerably over short time scales. Such changes in the pre-synaptic rate trigger many temporal processes absent under steady-state conditions. This paper examines the differential impact of pyramidal cell population bursts on post-synaptic pyramidal cells receiving depressing synapses, and on a class of interneuron that receives facilitating synapses. In experiment a significant shift of the order of one hundred milliseconds is seen between the response of these two cell classes to the same population burst. It is demonstrated here that such a temporal differentiation of the response can be explained by the synaptic and membrane properties without recourse to elaborate cortical wiring schemes. Experimental data is first used to construct models of the two types of dynamic synaptic response. A population-based approach is then followed to examine analytically the temporal synaptic filtering effects of the population burst for the two post-synaptic targets. The peak-to-peak delays seen in experiment can be captured by the model for experimentally realistic parameter ranges. It is further shown that the temporal separation of the response is communicated in the outgoing action potentials of the two post-synaptic cells: pyramidal cells fire at the beginning of the burst and the class of interneuron receiving facilitating synapses fires at the end of the burst. The functional role of such delays in the temporal organisation of activity in the cortical microcircuit is discussed.

Action Potentials↗

Role of mast cell- and non-mast cell-derived inflammatory mediators in immunologic induction of synaptic plasticity.

We have previously discovered a long-lasting enhancement of synaptic transmission in mammal autonomic ganglia caused by immunological activation of ganglionic mast cells. Subsequent to mast cell activation, lipid and peptide mediators are released which may modulate synaptic function. In this study we determined whether some mast cell-derived mediators, prostaglandin D2 (PGD2; 1.0 microM), platelet aggregating factor (PAF; 0.3 microM) and U44619 (a thromboxane analogue; 1.0 microM), and also endothelin-1 (ET-1; 0.5 microM) induce synaptic potentiation in the guinea pig superior cervical ganglion (SCG), and compared their effects on synaptic transmission with those induced by a sensitizing antigen, ovalbumin (OVA; 10 micrograms/ml). The experiments were carried out on SCGs isolated from adult male guinea pigs (200-250 g) actively sensitized to OVA, maintained in oxygenated Locke solution at 37 degrees C. Synaptic potentiation was measured through alterations of the integral of the post-ganglionic compound action potential (CAP). All agents tested caused long-term (LTP; duration > or = 30 min) or short-term (STP; < 30 min) potentiation of synaptic efficacy, as measured by the increase in the integral of the post-ganglionic CAP. The magnitude of mediator-induced potentiation was never the same as the antigen-induced long-term potentiation (A-LTP). The agent that best mimicked the antigen was PGD2, which induced a 75% increase in CAP integral for LTP (antigen: 94%) and a 34% increase for STP (antigen: 91%). PAF-, U44619-, and ET-1-induced increases in CAP integral ranged for LTP from 34 to 47%, and for STP from 0 to 26%. These results suggest that the agents investigated may participate in the induction of A-LTP.

Animals↗

Relationship of calpain-mediated proteolysis to the expression of axonal and synaptic plasticity markers following traumatic brain injury in mice.

The role of neuronal plasticity and repair on the final functional outcome following traumatic brain injury (TBI) remains poorly understood. Moreover, the relationship of the magnitude of post-traumatic secondary injury and neurodegeneration to the potential for neuronal repair has not been explored. To address these questions, we employed Western immunoblotting techniques to examine how injury severity affects the spatial and temporal expression of markers of axonal growth (growth-associated protein GAP-43) and synaptogenesis (pre-synaptic vesicular protein synaptophysin) following either moderate (0.5 mm, 3.5 M/s) or severe (1.0 mm, 3.5 M/s) lateral controlled cortical impact traumatic brain injury (CCI-TBI) in young adult male CF-1 mice. Moderate CCI increased GAP-43 levels at 24 and 48 h post-insult in the ipsilateral hippocampus relative to sham, non-injured animals. This increase in axonal plasticity occurred prior to maximal hippocampal neurodegeneration, as revealed by de Olmos silver staining, at 72 h. However, moderate CCI-TBI did not elevate GAP-43 expression in the ipsilateral cortex where neurodegeneration was extensive by 6 h post-TBI. In contrast to moderate injury, severe CCI-TBI failed to increase hippocampal GAP-43 levels and instead resulted in depressed GAP-43 expression in the ipsilateral hippocampus and cortex at 48 h post-insult. In regards to injury-induced changes in synaptogenesis, we found that moderate CCI-TBI elevated synaptophysin levels in the ipsilateral hippocampus at 24, 48, 72 h and 21 days, but this effect was not present after severe injury. Together, these data highlights the adult brain's ability for axonal and synaptic plasticity following a focal cortical injury, but that severe injuries may diminish these endogenous repair mechanisms. The differential effects of moderate versus severe TBI on the post-traumatic plasticity response may be related to the calpain-mediated proteolytic activity occurring after a severe injury preventing increased expression of proteins required for plasticity. Supporting this hypothesis is the fact that GAP-43 is a substrate for calpain along with our data demonstrating that calpain-mediated degradation of the cytoskeletal protein, alpha-spectrin, is approximately 10 times greater in ipsilateral hippocampal tissue following severe compared to moderate CCI-TBI. Thus, TBI severity has a differential effect on the injury-induced neurorestorative response with calpain activation being one putative factor contributing to neuroregenerative failure following severe CCI-TBI. If true, then calpain inhibition may lead to both neuroprotective effects and an enhancement of neuronal plasticity/repair mechanisms post-TBI.

Analysis of Variance↗

Short-term synaptic plasticity is altered in mice lacking synapsin I.

Synapsin I, the major phosphoprotein of synaptic vesicles, is thought to play a central role in neurotransmitter release. Here we introduce a null mutation into the murine synapsin I gene by homologous recombination. Mice with no detectable synapsin I manifest no apparent changes in well-being or gross nervous system function. Thus, synapsin I is not essential for neurotransmitter release. Electrophysiology reveals that mice lacking synapsin I exhibit a selective increase in paired pulse facilitation, with no major alterations in other synaptic parameters such as long-term potentiation. In addition to potential redundant functions shared with other proteins, synapsin I in normal mice may function to limit increases in neurotransmitter release elicited by residual Ca2+ after an initial stimulus.

Animals↗

Synapsins regulate use-dependent synaptic plasticity in the calyx of Held by a Ca2+/calmodulin-dependent pathway.

Synapsins are abundant synaptic-vesicle phosphoproteins that are known to regulate neurotransmitter release but whose precise function has been difficult to pinpoint. Here, we use knockout mice to analyze the role of synapsins 1 and 2 in the calyx of Held synapse, allowing precise measurements of neurotransmitter release. We find that deletion of synapsins did not induce significant changes in spontaneous release or release evoked by isolated action potentials (APs) and did not alter the size of the readily releasable vesicle pool (RRP), the kinetics of RRP depletion, or the rate of recovery of the RRP after depletion. Deletion of synapsins, however, did increase use-dependent synaptic depression induced by a high-frequency stimulus train (> or = 50 Hz). The increased depression was due to a decrease in the fraction of the RRP, whose release was evoked by APs late in the stimulus train. The effect of synapsin deletions was occluded by intracellular application of the Ca2+-chelator EGTA or of a calmodulin inhibitor. Our results show that synapsins boost the release probability during high-frequency stimulation and suggest that this effect involves Ca2+/calmodulin-dependent phosphorylation of synapsins.

Action Potentials↗

Pathophysiology of depression: the concept of synaptic plasticity.

Neuronal plasticity or remodeling is most often discussed with regard to cellular and behavioral models of learning and memory. However, neuronal plasticity is a fundamental process by which the brain acquires information and makes the appropriate adaptive responses in future-related settings. Dysfunction of these fundamental processes could thereby contribute to the pathophysiology of mood disorders, and recovery could occur by induction of the appropriate plasticity or remodeling. These possibilities are supported by preclinical and clinical studies demonstrating that there are structural alterations that occur in response to stress and in patients with mood disorders. Moreover, antidepressant treatment may oppose these effects by regulation of signal transduction and gene expression pathways linked to neuronal plasticity. These findings comprise a novel conceptual framework for future studies of the etiology of mood disorders and for the development of novel therapeutic interventions.

Antidepressive Agents↗

Opioid receptor dependent long-term potentiation: peptidergic regulation of synaptic plasticity in the hippocampus.

Rapid progress has been made towards understanding the synaptic physiology of excitatory amino acid transmission in the hippocampus. by comparison, the function of opioid peptides localized to some of the same pathways which use glutamate for fast excitation is poorly understood. Here I consider new evidence specifically implicating opioid peptides in long-term potentiation (LTP) induced by high-frequency stimulation of pathways which combine glutamate and opioid neurotransmission. This form of LTP is unique in that it depends on activation of opioid receptors, and unlike many excitatory systems in brain, it does not require activation of the N-methyl-D-aspartate (NMDA) type of glutamate receptor. Thus one of the main functions of opioids in the hippocampus may be to regulate activity-dependent changes in synaptic strength and neuronal excitability. At another level, "opioid" LTP may provide basic insights into peptidergic transmission and its functional interactions with classical neurotransmitters in the brain.

Animals↗

[An ultrastructural analysis of synaptic plasticity during limitation of the sensory input].

Morphometric investigation of ultrastructural changes in synaptic connections within visual projection zone in the accessory hyperstriatum and associative part of the medial ventral hyperstriatum in chicks, kept in darkness within the first day after hatching, revealed reliable decrease in the number and area of active synaptic zones together with accumulation of synaptic vesicles in axonal plates. Compensatory processes in the investigated structures during normalization of the visual function at the second day after hatching in chicks consist of the increase in the mean area of contacts without significant increase in the relative number of postsynaptic dense bodies, which may indicate intensification of synaptic transmission.

Animals↗

Antigen-induced synaptic plasticity in sympathetic ganglia from actively and passively sensitized guinea-pigs.

Alterations in synaptic efficacy induced by antigen challenge to isolated superior cervical ganglia (SCG) were monitored by measuring the magnitude of the postganglionic compound action potential (CAP) elicited by electrical stimulation of the cervical sympathetic nerve trunk. Antigen-induced changes in the CAP were measured in SCG removed from actively and from passively sensitized guinea-pigs. Additionally, some SCG were sensitized in vitro by incubating naive ganglia 24 h in serum obtained from actively sensitized animals. Histamine released from SCG upon specific antigenic challenge was measured to assess the effectiveness of the two forms of sensitization. Challenging SCG isolated from passively or actively sensitized animals with the sensitizing antigen, ovalbumin (OVA), produced a sustained potentiation of the CAP lasting longer than 30 min (antigen-induced long-term potentiation, A-LTP) and a net increase in histamine release. Neither the magnitude nor duration of A-LTP induced by passive sensitization differed significantly (p < 0.05) from results after active sensitization. The existence of A-LTP in SCG following passive sensitization indicates that the afferent limb of the immune system is not required for the development of this phenomenon and that the immune cells and the mediators responsible for A-LTP are resident to sympathetic ganglia.

Afferent Pathways↗