Assessment of the Reliability of Amplitude Histograms for Inhibitory Synaptic Currents in Rat Cortex Culture

We analyzed in detail the quantum parameters of evoked inhibitory postsynaptic currents (eIPSC) recorded from synaptically connected cultured cortex neurons using a whole-cell patch-clamp technique. The IPSC were evoked using minimum extracellular stimulation of a presynaptic unit with a frequency of 0.2 sec^-1 at the holding potential of -80 mV. Amplitude histograms for eIPSC demonstrated clearly detectable equally spaced peaks. For each histogram, we used a method based on autocorrelation analysis and Monte Carlo simulation to determine whether peaks in the amplitude histograms can result due to finite sampling from the sum of the Gaussian distributions. The autocorrelation function allowed us to measure the peak spacing (and, hence, the mean quantum size) for each histogram; this parameter was found to be 10 pA.     

Involvement of Different Types of Ca2+ Currents in the Control of the Efficiency of Inhibitory Synaptic Transmission between Cultured Hippocampal Neurons

We recorded evoked inhibitory post-synaptic currents (eIPSC) from a post-synaptic unit in a pair of synaptically connected cultured hippocampal neurons using a voltage-clamp technique in the whole-cell configuration and extracellular electrical stimulation of the pre-synaptic axon. Thirty-six neuronal pairs were examined. Dissimilar pharmacological sensitivities of eIPSC to a number of inorganic and organic blockers made it possible to estimate the involvement of different types of Ca²⁺ currents in Ca²⁺ entry into the presynaptic terminal and initiation of neurotransmitter release. Application of specific blockers of high-threshold Ca²⁺ channels allowed us to demonstrate that Ca²⁺ entry into presynaptic terminals of cultured hippocampal neurons is provided mostly by the system of high-threshold Ca²⁺ channels of the N- and P/Q-subtypes. The involvement of the L-subtype Ca²⁺ channels in the control of inhibitory transmission under study is insignificant.     

Modulation of Glycinergic Transmission in the Rat Spinal Dorsal Commissural Nucleus by Ginkgolide B

The action of ginkgolide B (GB), a powerful compound of Ginkgo biloba extract, on glycine-mediated spontaneous currents in rat spinal sacral dorsal commissural nucleus (SDCN) neurons was examined. IPSCs evoked in spinal cord slices were inhibited in a dose-dependent manner by the addition of GB to the superfusion solution. The amplitude of eIPSCs was reduced to 61 ± 6.4% by 10 μM GB with acceleration of the kinetics of the currents, indicating the effect of GB on channel pores. Both the amplitude and success ratio (R_suc) of eIPSC induced by electrical focal stimulation of single glycinergic nerve endings (boutons) also changed in the presence of 1 μM GB. These data suggest that GB modulates not only post-synaptic glycine receptors but also the pre-synaptic glycine release machinery.     

Distinct quantal features of AMPA and NMDA synaptic currents in hippocampal neurons: implication of glutamate spillover and receptor saturation

Excitatory postsynaptic currents (EPSCs) were studied in the CA1 pyramidal cells of rat hippocampal slices. Components mediated by alpha-amino-3-hydroxy-5-methylisoxazole-4-proprionic acid (AMPA) and by N-methyl-D-aspartate (NMDA) receptors were separated pharmacologically. Quantal parameters of AMPA and NMDA receptor-mediated EPSCs were obtained using both maximal likelihood and autocorrelation techniques. Enhancement of transmitter release with 4-aminopyridine caused a significant increase in quantal size of NMDA EPSC. This was accompanied by a slowing of the EPSC decay. The maximal number of quanta in the NMDA current was unchanged, while the probability of quantal event dramatically enhanced. In contrast, neither the quantal size nor the kinetics of AMPA EPSC was altered by 4-aminopyridine, while the maximal number of quanta increased. These changes in the quantal parameters are consistent with a transition to multivesicular release of the neurotransmitter. Spillover of excessive glutamate on the nonsynaptic areas of dendritic spines causes an increase in the quantal size of NMDA synaptic current. The difference in quantal behavior of AMPA and NMDA EPSCs implies that different mechanisms underlie their quantization: the additive response of nonsaturated AMPA receptors contrasts with the variable involvement of saturated intrasynaptic and nonsaturated extrasynaptic NMDA receptors.     

Neurotransmitter release statistics: Moment estimates for inhomogeneous Bernoulli trials

Summary Evoked release of quanta of neurotransmitter is generally treated as a set of homogeneous, stationary Bernoulli trials, hence governed by the binomial distribution. Relaxing the assumptions of uniformity and stationarity leads to a more realistic physiological model of transmitter release but also introduces systematic biases in the moment estimates of the binomial parameters. We derive probability generating functions for quantal release and expressions for the moment estimates of ¯n and ¯p for a generalized model that incorporates temporal variation and nonuniformity in individual release probabilities and in numbers of release sites.     

Kinetic Analysis of Miniature Synaptic Currents in Rat Substantia Gelatinosa Neurons

Interneurons of the substantia gelatinosa (SG) form a complex synaptic network in the dorsal horn of the spinal cord. The properties of miniature excitatory and inhibitory postsynaptic currents (mEPSCs and mIPSCs, respectively) were studied in spinal cord slices of 3- to 4-week-old rats. The reversal potentials of the currents were close to 0 mV for excitatory and –70 mV for inhibitory events. Under recording conditions close to physiological ones (holding potential –40 mV, temperature 32°C, low intracellular [Cl^–]), the mean rise times of these currents were, respectively, 1.0 and 1.8 msec. The decay of the currents was monoexponential in the majority of occurrences (94 and 91.4%), with a time constant (τ) of 2.7 msec for mEPSCs and 7.2 msec for mIPSCs. A part (8.6%) of mIPSCs had an additional slow component with τ = 30.1 msec. All mEPSCs were blocked by 10 mM CNQX, an antagonist of the AMPA/kainate subtype of glutamate receptors. Monoexponential mIPSCs were blocked by 1 mM strychnine, an antagonist of glycine receptors, while two-component mIPSCs required the additional presence of 10 mM bicuculline, a blocker of GABAA receptors. Only two cells of 23 (~9%) demonstrated pure GABA-ergic mIPSCs (τ = 26.2 msec). It is concluded that, under physiological conditions, AMPA/kainate but not NMDA receptors mediate excitatory synaptic transmission in SG neurons. Synaptic inhibition is mediated predominantly by glycine receptors, with mild fractions of IPSCs provided by GABA-ergic transmission and GABA/glycine co-release.     

Applicability of Peak-Scaled Nonstationary Fluctuation Analysis to the Study of Inhibitory Synaptic Transmission in Hippocampal Cultures

At present, there are no direct methods to determine the number of synaptic receptor-related channels activated in the course of synaptic transmission (N) or a value of the single-channel conductance (γ). Peak-scaled nonstationary fluctuation analysis (PS NSFA) should be considered the most well-developed indirect approach used for estimating these parameters. Despite the relatively wide using of this approach for the analysis of various synaptic currents, some aspects of possible errors that can occur in the course of data acquisition or their subsequent processing have not been studied. We examined in detail the problem of applicability of PS NSFA in the study of spontaneous and evoked GABA-ergic inhibitory postsynaptic currents (IPSCs). IPSCs were recorded using a dual patch-clamp technique from hippocampal neurons growing in low-density cultures. Parameters of the recorded IPSCs and values for different components of GABA-ergic synaptic transmission reported earlier were used for simulations and PS-NSFA analysis. In Monte Carlo computer simulations of evoked IPSCs, the influence of series resistance, background noise, asynchronicity of transmitter release, GABA_A channel properties, dendritic attenuation, and instrumental filtering on γ estimates obtained by PS NSFA was examined. We concluded that the γ and, consequently, N values may be satisfactorily estimated by the suggested approach using spontaneous and evoked IPSCs recorded in inhibitory synaptic connections in hippocampal cultures within a wide range of experimental conditions. We also estimated the mean of the single-channel conductance of synaptic GABA_A receptors in neurons from primary hippocampal cultures and found that this value (29 ± 5 pS) agrees well with the high conductance of single synaptic GABA_A receptors observed in acute hippocampal slices. This indicates that dissociated cultures are an adequate model for studying the properties of synaptic GABA_A receptors. Neirofiziologiya/Neurophysiology, Vol. 37, No. 4, pp. 379–388, July–August, 2004.     

Quantal charge redistributions accompanying the structural transitions of sodium channels

Asymmetric displacement currents, I _g , associated with the gating of nerve sodium channels have been recorded in cell-attached macropatches of Xenopus laevis oocytes injected with exogenous mRNA coding for rat-brain-II sodium channels. The I _g properties were found to be similar to those of gating currents previously observed in native nerve preparations. I _g fluctuations were measured in order to ascertain the discreteness of the conformational changes which precede the channel opening. The autocorrelation of the fluctuations is consistent with a shot-like character of the elementary I _g contributions. The variance of the fluctuations indicates that most of the gating-charge movement that accompanies the activation of a single sodium channel occurs in 2 to 3 brief packets, each carrying an equivalent of about 2.3 electron charges.     

Statistical methods of quantal analysis in computerized compared with physiological experiments

Amplitude distributions of postsynaptic potentials subject to binomial distribution were simulated in computer-based experiments. Effects of sample size (N) and standard deviation of noise (S_n) on accuracy of determining mean quantal content (m) and quantal value (v) were investigated using four quantal analysis techniques (histograms, variation coefficient, failure and combined techniques). It was found that m and v may be determined fairly accurately (to within 10%) at S_n<2v using the last three techniques mentioned and at S_nv (where N=500–1000). It is possible to obtain similar results for N=50–200 if the experiment is repeated ten times. The possibility of applying such techniques to actual physiological results was confirmed by analyzing an extensive trace (N=1333) of inhibitory postsynaptic potentials in sensorimotor cortex units of unanesthetized rabbits.Brain Research Institute, National Mental Health Research Center, Academy of Medical Sciences of the USSR, Moscow. Translated from Neirofiziologiya, Vol. 22, No. 2, pp. 206–215, March–April, 1990.     

The role of pannexin 1 in the purinergic regulation of synaptic transmission in mouse motor synapses

The role of pannexin 1 in the release to the extracellular space of ATP/adenosine modulating the acetylcholine (ACh) secretion was studied in mouse diaphragm motor synapses. Using neuromuscular preparations obtained from wild-type and pannexin-1 knockout mice, the miniature endplate potential (MEPPs) and evoked endplate potentials (EPPs) were recorded in combination with pharmacological modulation of P2-type ATP receptors and A₁-type adenosine receptors. Selective inhibition of A₁ receptors with DPCPX or P2 receptors with PPADS increased quantal content of EPPs in wild-type mice. MRS 2211, selective antagonist of P2Y13 receptors, produced the same effect. Activation of receptors A₁ or P2Y₁₃ by their agonists (2-CADO and IDP, respectively) decreased the EPP quantal content. It means that the activity of endogenous ATP and adenosine is synergistic and directed to depression of the ACh release. ARL67156, an inhibitor of synaptic ecto-ATPases, which blocks the hydrolysis of ATP to adenosine and increases the level of ATP in the synaptic cleft, prolonged EPPs without changing their quantal content. In pannexin-1 knockout mice there were no changes in the EPP quantal content and in other parameters of synaptic transmission as compared to wildtype mice. However, downregulation of purinergic effects with antagonists of A₁ or P2 receptors (DPCPX, PPADS, MRS 2211) did not change EPP quantal content and any other parameters of spontaneous or evoked ACh release in all cases. ARL67156 did not alter the temporal parameters of EPPs, either. Nevertheless, 2-CADO, the A₁-type receptor agonist, decreased the EPP quantal content, while the agonist of P2Y₁₃ receptors decreased the MEPP amplitude. Thus, in mice lacking pannexin 1, procedures revealing the presence and regulatory activity of synaptic ATP/adenosine did not change the parameters of synaptic transmission. The obtained data substantiate a mandatory role of pannexin 1 in the purinergic regulation of motor synapse activity by endogenous ATP/adenosine.     

Interactions between dissociated rat sympathetic neurons and skeletal muscle cells developing in cell culture: II. Synaptic mechanisms

Dissociated rat sympathetic neurons and skeletal myotubes were grown in mass cultures and microcultures as described in the accompanying paper (C. A. Nurse, 1981, Develop. Biol.88, 55–70). Excitatory synaptic interactions developed between neuron and neuron and between neuron and myotube. Electrical coupling occurred rarely. More often, the interaction was chemical and as shown in the accompanying paper, cholinergic. At the chemical neuronmyotube junctions, spontaneous miniature potentials (mejp's), sensitive to d-tubocurarine, occurred infrequently (1–20/min) and their discharge appeared random; their amplitude distribution was skew at all ages (up to ca. 4 weeks) even when the myotube was innervated by a single neuron in microculture. The evoked postsynaptic potentials (ejp's) in the myotubes were sensitive in conventional ways to the extracellular calcium (Ca_o) and magnesium (Mg_o) concentrations, and several tests suggested that transmission was quantal. In a few cases where a single neuron innervated a myotube in microculture, the estimated mean quantal unit size (assuming “Poisson” release) was similar to the mode of the spontaneous mejp amplitude histogram, suggesting that many of the spontaneous units were similar to the evoked units. At several junctions the quantal content m_o, estimated by the “failure” method, varied nonlinearly with Ca_o over the range 0.2–1.2 mM; data could be fitted by a power relation where the power ranged from 2.6 to 5.2.     

Pattern‐oriented modelling of population genetic structure

Although several statistical approaches can be used to describe patterns of genetic variation and infer stochastic differentiation, selective responses, or interruptions of gene flow due to physical or environmental barriers, it is worthwhile to note that similar processes, controlled by several parameters in theoretical models, frequently give rise to similar patterns. Here, we develop a Pattern‐Oriented Modelling (POM) approach that allows us to determine how a complex set of parameters potentially driving empirical genetic differentiation among populations generate alternative scenarios that can be fitted to observed data. We generated 10 000 random combinations of parameters related to population size, gene flow and response to gradients (both driven by dispersal and selection) in a spatially explicit model, and analysed simulated patterns with F_ST statistics and mean correlograms using Moran's I spatial autocorrelation coefficients. These statistics were compared with observed patterns for a tree species endemic to the Brazilian Cerrado. For a best match with observed F_ST (equal to 0.182), the important parameters driving simulated scenario are mainly related to population structure, including low population size with closed populations (low N_m), strong distance decay of gene flow, in addition to a strong effect of the initial variance of allele frequencies. These scenarios present a low autocorrelation of allele frequencies. Best matching of correlograms, on the other hand, appears in simulations with a large population size, high N_m and low population differentiation and F_ST (as well as more gene flow). Thus, targeting the two statistics (correlograms and F_ST) shows that best matches with empirical data with two distinct sets of parameters in the simulations, because observed patterns involve both a relatively high F_ST and significant autocorrelation. This conflict can be resolved by assuming that initial variance in allele frequencies can be interpreted as reflecting deep‐time historical variation and evolutionary dynamics of allele frequencies, creating a relatively high level of population differentiation, whereas current patterns in gene flow creates spatial autocorrelation. This make sense in terms of the previous knowledge on population differentiation in D. alata, especially if patterns are explained by a combination of isolation‐by‐distance and allelic surfing due to range expansion after the last glacial maximum. This reveals the potential for more complex applications of POM in population genetics. © 2014 The Linnean Society of London, Biological Journal of the Linnean Society, 2014, 113 , 1152–1161.     

Wavelet Transform-Based De-Noising for Two-Photon Imaging of Synaptic Ca2+ Transients

Postsynaptic Ca²⁺ transients triggered by neurotransmission at excitatory synapses are a key signaling step for the induction of synaptic plasticity and are typically recorded in tissue slices using two-photon fluorescence imaging with Ca²⁺-sensitive dyes. The signals generated are small with very low peak signal/noise ratios (pSNRs) that make detailed analysis problematic. Here, we implement a wavelet-based de-noising algorithm (PURE-LET) to enhance signal/noise ratio for Ca²⁺ fluorescence transients evoked by single synaptic events under physiological conditions. Using simulated Ca²⁺ transients with defined noise levels, we analyzed the ability of the PURE-LET algorithm to retrieve the underlying signal. Fitting single Ca²⁺ transients with an exponential rise and decay model revealed a distortion of τ_rise but improved accuracy and reliability of τ_decay and peak amplitude after PURE-LET de-noising compared to raw signals. The PURE-LET de-noising algorithm also provided a ∼30-dB gain in pSNR compared to ∼16-dB pSNR gain after an optimized binomial filter. The higher pSNR provided by PURE-LET de-noising increased discrimination accuracy between successes and failures of synaptic transmission as measured by the occurrence of synaptic Ca²⁺ transients by ∼20% relative to an optimized binomial filter. Furthermore, in comparison to binomial filter, no optimization of PURE-LET de-noising was required for reducing arbitrary bias. In conclusion, the de-noising of fluorescent Ca²⁺ transients using PURE-LET enhances detection and characterization of Ca²⁺ responses at central excitatory synapses.     

Modeling the leech heartbeat elemental oscillator I. Interactions of intrinsic and synaptic currents

We have developed a biophysical model of a pair of reciprocally inhibitory interneurons comprising an elemental heartbeat oscillator of the leech. We incorporate various intrinsic and synaptic ionic currents based on voltage-clamp data. Synaptic transmission between the interneurons consists of both a graded and a spike-mediated component. By using maximal conductances as parameters, we have constructed a canonical model whose activity appears close to the real neurons. Oscillations in the model arise from interactions between synaptic and intrinsic currents. The inhibitory synaptic currents hyperpolarize the cell, resulting in activation of a hyperpolarization-activated inward currentI _h and the removal of inactivation from regenerative inward currents. These inward currents depolarize the cell to produce spiking and inhibit the opposite cell. Spike-mediated IPSPs in the inhibited neuron cause inactivation of low-threshold Ca⁺⁺ currents that are responsible for generating the graded synaptic inhibition in the opposite cell. Thus, although the model cells can potentially generate large graded IPSPs, synaptic inhibition during canonical oscillations is dominated by the spike-mediated component.     

Structural and developmental differences between three types of Na channels in dorsal root ganglion cells of newborn rats

Summary The changes in Na current during development were studied in the dorsal root ganglion (DRG) cells using the whole-cell patch-clamp technique. Cells obtained from rats 1–3 and 5–8 days after birth were cultured and their Na currents were compared. On top of the two types of Na currents reported in these cells (fast-FA current and slow-S current) a new fast current was found (FN). The main characteristics of the three currents are: (i) The voltages of activation are –37, –36, and –23 mV for the FN, FA and S currents, respectively. (ii) The activation and inactivation kinetics of FN and FA currents are about five times faster than those of the S current. (iii) The voltages at which inactivation reaches 50% are –139, –75 and –23 mV for the FN, FA and S currents, respectively.The kinetics and voltage-dependent parameters of the three currents and their density do not change during the first eight days after birth. However, their relative frequency in the cells changes. In the 1–3 day-old rats the precent of cells with S, FA, and mixed S+FN currents is 22, 18, and 60% of the cells, respectively. In the 5–8 day-old, the percent of cells with S, FA, and FN+S is 10, 66 and 22%. The relative increase in the frequency of cells with FA current during development can contribute to the ease of action potential generation compared with cells with FN currents, which are almost completely inactivated under physiological conditions. The predominance of FA cells also results in a significant decrease in the relative frequency of cells with the high-threshold, slow current.Antibodies directed against a part of the S₄ region of internal repeat I of the sodium channel (C ₁ ⁺ , amino acids 210–223, eel channel numbering) were found to shift the voltage dependence of FA current inactivation (but not of FN or S currents) to more negative potentials. The effect was found only when the antibodies were applied externally. The results suggest that FN, FA and S types of Na currents are generated by channels, which are different in the topography of the C ₁ ⁺ region in the membrane.     

Fluctuation Analysis of Tetanic Rundown (Short-Term Depression) at a Corticothalamic Synapse

Hypothetical scenarios for “tetanic rundown” (“short-term depression”) of synaptic signals evoked by stimulus trains differ in evolution of quantal amplitude (Q) and covariances between signals. With corticothalamic excitatory postsynaptic currents (EPSCs) evoked by 2.5- to 20-Hz trains, we found Q (estimated using various corrections of variance/mean ratios) to be unchanged during rundown and close to the size of stimulus-evoked “miniatures”. Except for covariances, results were compatible with a depletion model, according to which incomplete “refill” after probabilistic quantal release entails release-site “emptying”. For five neurons with 20 train repetitions at each frequency, there was little between-neuron variation of rundown; pool-refill rate increased with stimulus frequency and evolved during rundown. Covariances did not fit the depletion model or theoretical alternatives, being excessively negative for adjacent EPSCs early in trains, absent at equilibrium, and anomalously positive for some nonadjacent EPSCs. The anomalous covariances were unaltered during pharmacological blockade of receptor desensitization and saturation. These findings suggest that pool-refill rate and release probability at each release site are continually modulated by antecedent outputs in its neighborhood, possibly via feedback mechanisms. In all data sets, sampling errors for between-train variances were much less than theoretical, warranting reconsideration of the probabilistic nature of quantal transmitter release.     

Molecular-Dynamics Simulations for the Density Autocorrelation Function in a Supercooled Fluid Phase

Abstract

We have re-calculated the self part of the density autocorrelation function F_s(k, t) (incoherent scattering function) for the binary soft-sphere fluid with a much longer molecular-dynamics (MD) simulation than our previous MD calculations, and with a larger system size (N = 4000) to a longer time window as well as to study a system-size dependence, if it exists. The full density autocorrelation function F(k, t) was also computed. It is found that all F(k, t)'s that we have computed in this work can be fitted over a wide range of time steps (at least over three figures of the decay) by a Williams-Watts stretched exponential function F_s(k, t) = A exp [— (t/t ₀)^β], where A, β and t ₀ are adjustable parameters. Other significant dynamical behaviours were also presented in mean square displacements and non-Gaussian parameters for highly supercooled fluids with N = 4000. The present results are compatible to our previous computations with N = 500, but a significant size dependence is suggested.     

Concentration Dependence of Sodium Permeation and Sodium Ion Interactions in the Cyclic AMP-gated Channels of Mammalian Olfactory Receptor Neurons

The dependence of currents through the cyclic nucleotide-gated (CNG) channels of mammalian olfactory receptor neurons (ORNs) on the concentration of NaCl was studied in excised inside-out patches from their dendritic knobs using the patch-clamp technique. With a saturating concentration (100 μm) of adenosine 3′, 5′-cyclic monophosphate (cAMP), the changes in the reversal potential of macroscopic currents were studied at NaCl concentrations from 25 to 300 mm. In symmetrical NaCl solutions without the addition of divalent cations, the current-voltage relations were almost linear, reversing close to 0 mV. When the external NaCl concentration was maintained at 150 mm and the internal concentrations were varied, the reversal potentials of the cAMP-activated currents closely followed the Na⁺ equilibrium potential indicating that P _Cl/P _Na≈ 0. However, at low external NaCl concentrations (≤100 mm) there was some significant chloride permeability. Our results further indicated that Na⁺ currents through these channels: (i) did not obey the independence principle; (ii) showed saturation kinetics with K _ms in the range of 100–150 mm and (iii) displayed a lack of voltage dependence of conductance in asymmetric solutions that suggested that ion-binding sites were situated midway along the channel. Together, these characteristics indicate that the permeation properties of the olfactory CNG channels are significantly different from those of photoreceptor CNG channels. Received: 7 November 1996/Revised: 24 March 1997     

Synaptic activity slows vesicular replenishment at excitatory synapses of rat hippocampus

Short-term synaptic depression mainly reflects the depletion of the readily releasable pool (RRP) of quanta. Its dynamics, and especially the replenishment rate of the RRP, are still not well characterized in spite of decades of investigation. Main reason is that the vesicular storage and release system is treated as time-independent. If it is time-dependent all parameters thus estimated become problematic. Indeed the reports about how prolonged stimulation affects the dynamics are contradictory. To study this, we used patterned stimulation on the Schaeffer collateral fiber pathway and model-fitting of the excitatory post-synaptic currents (EPSC) recorded from CA1 neurons in rat hippocampal slices. The parameters of a vesicular storage and release model with two pools were estimated by minimizing the squared difference between the ESPC amplitudes and simulated model output. This yields the ‘basic’ parameters (release coupling, replenishment coupling and RRP size) that underlie the ‘derived’ and commonly used parameters (fractional release and replenishment rate). The fractional release increases when [Ca⁺⁺]_o is raised, whereas the replenishment rate is [Ca⁺⁺]_o independent. Fractional release rises because release coupling increases, and the RRP becomes less able to contain quanta. During prolonged stimulation, the fractional release remains generally unaltered, whereas the replenishment rate decreases down to ~10 % of its initial value with a decay time of ~15 s, and this decrease in the replenishment rate significantly contributes to synaptic depression. In conclusion, the fractional release is [Ca⁺⁺]_o-dependent and stimulation-independent, whereas the replenishment rate is [Ca⁺⁺]_o-independent and stimulation-dependent.     

Spike Timing-Dependent Synaptic Plasticity in Visual Cortex: A Modeling Study

Recent studies show that synaptic modification depends critically on the relative spike timing of pre- and postsynaptic neurons. Here we explore the functional implications of spike timing-dependent synaptic plasticity in the visual cortex using a model circuit with modifiable intracortical excitatory connections. First we simulated the experiments using two-point stimuli, in which two visual stimuli in a topographically represented feature space were repeatedly presented in quick succession, and found that tuning of the cortical neurons was modified in a manner similar to that observed experimentally. We then explored the dependence of results on the model parameter and identified the intracortical parameters that were critical for the magnitude of the shifts and obtained a simple relationship between the amount of shift and (S = (_EXTC^rec_exc)/_INHC^rec_inh). Finally we investigated the effects of moving stimuli in a topographically represented visual space and found that they can effectively induce spike timing-dependent modification of the intracortical connections. It suggests the importance of moving stimuli in dynamic modification of the cortical maps through spike timing-dependent synaptic plasticity.