Elsevier

Neurocomputing

Volume 70, Issues 10–12, June 2007, Pages 2050-2054
Neurocomputing

Neuromodulation of short-term synaptic dynamics examined in a mechanistic model based on kinetics of calcium currents

https://doi.org/10.1016/j.neucom.2006.10.084Get rights and content

Abstract

Network plasticity arises in large part due to the effects of exogenous neuromodulators. We investigate the neuromodulatory effects on short-term synaptic dynamics. The synapse from the lateral pyloric (LP) to the pyloric dilator (PD) neuron in the pyloric network of the crab C. borealis has both spike-mediated and non-spike-mediated (graded) components. Previous studies have shown that the graded component of this synapse exhibits short-term depression. Recent results from our lab indicate that in the presence of the neuromodulatory peptide proctolin, low-amplitude presynaptic stimuli switch the short-term dynamics of this graded component from depression to facilitation. In this study, we show that this facilitation is correlated with the activation of a presynaptic inward current that is blocked by Mn2+, suggesting that it is a slowly accumulating Ca2+ current. We modify a mechanistic model of synaptic release by assuming that the low-voltage-activating Ca2+ current in our system is composed of two currents with fast (ICaF) and slow (ICaS) kinetics. We show that if proctolin adjusts the activation rate of ICaS, this leads to accumulation of local intracellular Ca2+ in response to multiple presynaptic voltage stimuli, which, in turn, results in synaptic facilitation. Additionally, we assume that proctolin increases the maximal conductances of Ca2+ currents in the model, consistent with the increased synaptic release found in the experiments. We find that these two presynaptic actions of proctolin in the model are sufficient to describe its actions on the short-term dynamics of the LP to PD synapse.

Introduction

Neuromodulation can reconfigure a network to produce a multitude of outputs [9]. The crustacean stomatogastric nervous system (STNS) is one of the most extensively researched neural systems in studying the effects of neuromodulation. There are several reports of the actions of neuromodulators on intrinsic neuronal properties and synaptic strength in the STNS (see [10] for a review), yet there are few reports of neuromodulatory effects on the short-term dynamics of synaptic transmission. A recent report from our laboratory showed that neuromodulation could alter short-term synaptic dynamics to the extent that a depressing synapse can become facilitating [1]. Such a drastic shift in dynamics can have significant consequences for the role of that synapse in network activity. In this study, we use a combination of experiments and modeling to explore the synaptic mechanisms underlying the neuromodulator effects on the short-term dynamics of pyloric synapses.

We investigate the effects of the neuropeptide proctolin on the dynamics of the inhibitory synapse from the lateral pyloric (LP) to the pyloric dilator (PD) neuron in the rhythmic pyloric network of the crab. This synapse has both spike-mediated and non-spike-mediated (graded) components and is the only chemical feedback to the pyloric pacemaker neurons. The graded component of this synapse demonstrates short-term depression in control saline, yet, in the presence of proctolin, low-amplitude (<30 mV) presynaptic stimulation causes the graded component of the LP to PD synapse to facilitate [1]. In contrast, with high-amplitude (>30 mV) stimuli, the synapse remains depressing in the presence of proctolin, albeit enhanced in strength. We show that the switch to facilitation is correlated with the activation of a slowly activating presynaptic inward current. This inward current is blocked by Mn2+, suggesting that it is a slowly accumulating Ca2+ current activated by proctolin.

We propose that the switch from depression to facilitation in the LP to PD synapse is due to modifications in presynaptic Ca2+ current kinetics. Ca2+ channels can be divided into low-voltage-activated (LVA) and high-voltage-activated (HVA) channels. LVA channels such as T-type Ca2+ currents begin to activate ∼−60 mV, peak at ∼−30 mV and their amplitude decreases with further depolarization [11]. Since LVA channels have a low activation threshold, they support action potential generation, regulate subthreshold oscillatory activities, produce graded transmission and modulate spike-mediated transmission [4]. HVA Ca2+ currents activate ∼−40 to −10 mV, peak at ∼0 mV [7], and are believed to underlie spike-mediated transmitter release [7].

LVA Ca2+ currents are usually inactivating. Many LVA Ca2+ currents consist of two kinetically distinct components: one that activates/inactivates rapidly (ICaF), another that activates/inactivates slowly (ICaS) [4], [5]. We propose that the LP neuron also has two LVA Ca2+ currents. Additionally, we predict that proctolin not only adjusts the amplitude of these two currents, but also causes ICaS to activate even more slowly, which leads to accumulation of total Ca2+ current and facilitation of synaptic release from LP. Using a model of synaptic release, we demonstrate that these proposed effects of proctolin explain the switch in the LP to PD synapse from depression to facilitation, in response to low-amplitude presynaptic stimuli.

Section snippets

Model

The synaptic release model is modified from our previous model, which simulates the effect of neurotransmitter release around the readily releasable pool (RRP) [14]. Our previous model involved only a single non-inactivating LVA Ca2+ current. In the current model, we include two LVA Ca2+ currents with realistic kinetics. Specifically, the LVA Ca2+ currents comprise a fast (ICaF) and a slow (ICaS) activating/inactivating component, which are kinetically distinct. Additionally, in the current

Biological methods

Experiments were carried out on adult male crabs (C. borealis) purchased from local distributors (Newark, NJ). Details of experimental measurements are identical to those described in [8]. Spontaneous activity in the pyloric network was blocked by superfusion with saline containing 0.1 μM TTX (Biotium, Hayward, CA). (TTX does not block graded synaptic release in this system.) For measurements of synaptic resonance, the presynaptic LP neuron was voltage clamped with two electrodes (TEVC) at a

Results

To characterize short-term plasticity of the LP to PD synapse, we injected a series of multiple low-amplitude (20 mV, VLP in Fig. 1) and high-amplitude (not shown) voltage pulses into the LP neuron and recorded the postsynaptic potential in the PD neuron. The experiment was performed with two different sets of treatment. First, recordings were done in both control saline (no modulators) and in the presence of 10−6 M proctolin (Fig. 1A, B). This proctolin concentration was used because it has been

Discussion

Short-term synaptic dynamics such as depression and facilitation play an important role in network operation, yet their contribution to network activity is unclear. In a previous study, we produced a model of synaptic release for the LP to PD synapse in the rhythmically active crab pyloric network based on changes in intrinsic low- (LVA) and high-voltage activated (HVA) Ca2+ currents [14]. The current study modifies this model by incorporating realistic Ca2+ currents into the model to examine

Acknowledgment

Supported by NIH grant MH-60605 (FN).

Lian Zhou is currently a graduate student in the Department of Biological Sciences at Rutgers University, Newark.

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Lian Zhou is currently a graduate student in the Department of Biological Sciences at Rutgers University, Newark.

Shunbing Zhao is currently a graduate student in the Department of Biological Sciences at Rutgers University, Newark.

Farzan Nadim is currently a professor in the Department of Mathematical Sciences at New Jersey Institute of Technology and the Department of Biological Sciences at Rutgers University, Newark. He received his Ph.D. in Mathematics from Boston University and was a post-doctoral fellow in neurobiology at Emory University and Brandeis University.

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