Regulation of synaptic activity by snapin‐mediated endolysosomal transport and sorting

Recycling synaptic vesicles (SVs) transit through early endosomal sorting stations, which raises a fundamental question: are SVs sorted toward endolysosomal pathways? Here, we used snapin mutants as tools to assess how endolysosomal sorting and trafficking impact presynaptic activity in wild-type and snapin^−/− neurons. Snapin acts as a dynein adaptor that mediates the retrograde transport of late endosomes (LEs) and interacts with dysbindin, a subunit of the endosomal sorting complex BLOC-1. Expressing dynein-binding defective snapin mutants induced SV accumulation at presynaptic terminals, mimicking the snapin^−/− phenotype. Conversely, over-expressing snapin reduced SV pool size by enhancing SV trafficking to the endolysosomal pathway. Using a SV-targeted Ca²⁺ sensor, we demonstrate that snapin–dysbindin interaction regulates SV positional priming through BLOC-1/AP-3-dependent sorting. Our study reveals a bipartite regulation of presynaptic activity by endolysosomal trafficking and sorting: LE transport regulates SV pool size, and BLOC-1/AP-3-dependent sorting fine-tunes the Ca²⁺ sensitivity of SV release. Therefore, our study provides new mechanistic insights into the maintenance and regulation of SV pool size and synchronized SV fusion through snapin-mediated LE trafficking and endosomal sorting.     

Age-related changes in synaptic vesicle pools of axo-dendritic synapses on hippocampal CA1 pyramidal neurons in mice

The ultrastructure of symmetric (putatively inhibitory) axo-dendritic synapses on the membrane of hippocampal CA1 pyramidal neurons was investigated in young (20-day-old) and adult (1-year-old) mice. It was shown that synapses of adult animals contain, on average, fewer synaptic vesicles (SVs), and resting SVs of the reserve pool are mostly responsible for this difference. At the same time, in the synapses of adult mice SVs are localized closer to active zones, and the readily releasable pool of SVs is larger in these animals than in young mice. The observed changes in the spatial structure of SV pools presumably demonstrate the age-associated adaptation of inhibitory synapses providing the maintenance of adequate functional properties of hippocampal neuronal networks. Neirofiziologiya/Neurophysiology, Vol. 38, Nos. 5/6, pp. 407–411, September–December, 2006.     

Two synaptic vesicle pools,vesicle recruitment and replenishment of pools at the Drosophila neuromuscular junction

Drosophila neuromuscular junctions (DNMJs) are malleable and its synaptic strength changes with activities. Mobilization and recruitment of synaptic vesicles (SVs), and replenishment of SV pools in the presynaptic terminal are involved in control of synaptic efficacy. We have studied dynamics of SVs using a fluorescent styryl dye, FM1-43, which is loaded into SVs during endocytosis and released during exocytosis, and identified two SV pools. The exo/endo cycling pool (ECP) is loaded with FM1-43 during low frequency nerve stimulation and releases FM1-43 during exocytosis induced by high K⁺. The ECP locates close to release sites in the periphery of presynaptic boutons. The reserve pool (RP) is loaded and unloaded only during high frequency stimulation and resides primarily in the center of boutons. The size of ECP closely correlates with the efficacy of synaptic transmission during low frequency neuronal firing. An increase of cAMP facilitates SV movement from RP to ECP. Post-tetanic potentiation (PTP) correlates well with recruitment of SVs from RP. Neither PTP nor post-tetanic recruitment of SVs from RP occurs in memory mutants that have defects in the cAMP/PKA cascade. Cyotochalasin D slows mobilization of SVs from RP, suggesting involvement of actin filaments in SV movement. During repetitive nerve stimulation the ECP is replenished, while RP replenishment occurs after tetanic stimulation in the absence of external Ca²⁺. Mobilization of internal Ca²⁺ stores underlies RP replenishment. SV dynamics is involved in synaptic plasticity and DNMJs are suitable for further studies.     

BSN (bassoon) and PRKN/parkin in concert control presynaptic vesicle autophagy

ABSTRACT

Maintaining the integrity and function of the presynaptic neurotransmitter release apparatus is a demanding process for a post-mitotic neuron; the mechanisms behind it are still unclear. BSN (bassoon), an active zone scaffolding protein, has been implicated in the control of presynaptic macroautophagy/autophagy, a process we recently showed depends on poly-ubiquitination of synaptic proteins. Moreover, loss of BSN was found to lead to smaller synaptic vesicle (SV) pools and younger pools of the SV protein SV2. Of note, the E3 ligase PRKN/parkin appears to be involved in BSN deficiency-related changes in autophagy levels, as shRNA-mediated knockdown of PRKN counteracts BSN-deficiency and rescues decreased SV protein levels as well as impaired SV recycling in primary cultured neurons. These data imply that BSN and PRKN act in concert to control presynaptic autophagy and maintain presynaptic proteostasis and SV turnover at the physiologically required levels.     

Bassoon controls synaptic vesicle release via regulation of presynaptic phosphorylation and cAMP

Neuronal presynaptic terminals contain hundreds of neurotransmitter‐filled synaptic vesicles (SVs). The morphologically uniform SVs differ in their release competence segregating into functional pools that differentially contribute to neurotransmission. The presynaptic scaffold bassoon is required for neurotransmission, but the underlying molecular mechanisms are unknown. We report that glutamatergic synapses lacking bassoon feature decreased SV release competence and increased resting pool of SVs as assessed by imaging of SV release in cultured neurons. CDK5/calcineurin and cAMP/PKA presynaptic signalling are dysregulated, resulting in an aberrant phosphorylation of their downstream effectors synapsin1 and SNAP25, well‐known regulators of SV release competence. An acute pharmacological restoration of physiological CDK5 and cAMP/PKA activity fully normalises the SV pools in neurons lacking bassoon. Finally, we demonstrate that CDK5‐dependent regulation of PDE4 activity interacts with cAMP/PKA signalling and thereby controls SV release competence. These data reveal that bassoon organises SV pools in glutamatergic synapses via regulation of presynaptic phosphorylation and cAMP homeostasis and indicate a role of CDK5/PDE4/cAMP axis in the control of neurotransmitter release.     

Synaptic Vesicle Recycling Is Unaffected in the Ts65Dn Mouse Model of Down Syndrome

Down syndrome (DS) is the most common genetic cause of intellectual disability, and arises from trisomy of human chromosome 21. Accumulating evidence from studies of both DS patient tissue and mouse models has suggested that synaptic dysfunction is a key factor in the disorder. The presence of several genes within the DS trisomy that are either directly or indirectly linked to synaptic vesicle (SV) endocytosis suggested that presynaptic dysfunction could underlie some of these synaptic defects. Therefore we determined whether SV recycling was altered in neurons from the Ts65Dn mouse, the best characterised model of DS to date. We found that SV exocytosis, the size of the SV recycling pool, clathrin-mediated endocytosis, activity-dependent bulk endocytosis and SV generation from bulk endosomes were all unaffected by the presence of the Ts65Dn trisomy. These results were obtained using battery of complementary assays employing genetically-encoded fluorescent reporters of SV cargo trafficking, and fluorescent and morphological assays of fluid-phase uptake in primary neuronal culture. The absence of presynaptic dysfunction in central nerve terminals of the Ts65Dn mouse suggests that future research should focus on the established alterations in excitatory / inhibitory balance as a potential route for future pharmacotherapy.     

Amyloid precursor proteins are constituents of the presynaptic active zone

The amyloid precursor protein (APP) and its mammalian homologs, APLP1, APLP2, have been allocated to an organellar pool residing in the Golgi apparatus and in endosomal compartments, and in its mature form to a cell surface‐localized pool. In the brain, all APPs are restricted to neurons; however, their precise localization at the plasma membrane remained enigmatic. Employing a variety of subcellular fractionation steps, we isolated two synaptic vesicle (SV) pools from rat and mouse brain, a pool consisting of synaptic vesicles only and a pool comprising SV docked to the presynaptic plasma membrane. Immunopurification of these two pools using a monoclonal antibody directed against the 12 membrane span synaptic vesicle protein2 (SV2) demonstrated unambiguously that APP, APLP1 and APLP2 are constituents of the active zone of murine brain but essentially absent from free synaptic vesicles. The specificity of immunodetection was confirmed by analyzing the respective knock‐out animals. The fractionation experiments further revealed that APP is accumulated in the fraction containing docked synaptic vesicles. These data present novel insights into the subsynaptic localization of APPs and are a prerequisite for unraveling the physiological role of all mature APP proteins in synaptic physiology.

     

Are steady-state temporal correlations between evoked stochastic releases of synaptic vesicles as informative as suggested?

Using a stochastic model, we found that the steady-state temporal correlation between synaptic responses evoked by successive presynaptic spikes under conditions of high-frequency repetitive stimulation (50–100 sec⁻¹) is always negative. Therefore, the sign of this correlation cannot be used as a criterion that allows one to distinguish the univesicular vs multivesicular modes of neurotransmitter release in an active zone or the univesicular releases with low vs high probabilities of vesicle release, as suggested earlier [7]. For lower stimulation frequencies (15–20 sec⁻¹), positive correlation between release events evoked by consecutive stimuli is observed only in those cases where the number of ready-releasable vesicles and the time constant of recovery from depression are sufficiently large. Neirofiziologiya/Neurophysiology, Vol. 38, Nos. 5/6, pp. 412–415, September–December, 2006.     

Temporal correlation based learning in neuron models

We study a learning rule based upon the temporal correlation (weighted by a learning kernel) between incoming spikes and the internal state of the postsynaptic neuron, building upon previous studies of spike timing dependent synaptic plasticity (Kempter, R., Gerstner, W., van Hemmen, J.L., Wagner, H., 1998. Extracting Oscillations: Neuronal coincidence detection with noisy periodic spike input. Neural computation 10, 1987–2017; Kempter, R., Gerstner, W., van Hemmen, J.L., 1999. Hebbian learning and spiking neurons. Physical Reviewm E59, 4498–4514; van Hemmen, J.L., 2001. Theory of synaptic plasticity. In: Moss, F., Gielen, S. (Eds.), Handbook of biological physics. vol. 4, Neuro Informatics, neural modelling, Elsevier, Amsterdam, pp. 771–823. Our learning rule for the synaptic weight w _ij is where the t _j,μ are the arrival times of spikes from the presynaptic neuron j and the function u(t) describes the state of the postsynaptic neuron i. Thus, the spike-triggered average contained in the inner integral is weighted by a kernel Γ(s), the learning window, positive for negative, negative for positive values of the time difference s between post- and presynaptic activity. An antisymmetry assumption for the learning window enables us to derive analytical expressions for a general class of neuron models and to study the changes in input-output relationships following from synaptic weight changes. This is a genuinely non-linear effect (Song, S., Miller, K., Abbott, L., 2000. Competitive Hebbian learning through spike timing dependent synaptic plasticity. Nature Neuroscience 3, 919–926).     

Influence of purinergic modulators on eEPSCs in rat CA3 hippocampal neurons: Contribution of ionotropic ATP receptors

ATP is considered to impact on fast synaptic transmission in several regions of the CNS, including the CA1 and CA3 areas of the hippocampus. The existing paradigm suggests that ATP induces synaptic responses in CA3 pyramidal cells, and a fast ATP-mediated component is observed in cultured hippocampal slices mainly under conditions of a synchronous discharge from multiple presynaptic inputs. We confirmed the existence of a fast ATP-mediated component within electrically evoked EPSCs (eEPSCs) in CA3 neurons of acute slices of the rat hippocampus using a whole-cell patch-clamp recording mode. In approximately 50% of the examined cells, eEPSCs were not completely inhibited by co-applied glutamate receptor antagonists, NBQX (50 μM) and D-APV (25 μM). The residual current was sensitive to ionotropic P2X receptor antagonists, such as suramin (25 μM) and NF023 (2 μM). Known purinergic receptor modulators, ivermectin (10 μM) and PPADS (10 μM), practically did not affect EPSCs, whereas a nonhydrolyzable ATP analog, ATPγS (100 μM), slightly decreased the EPSC amplitude. Moreover, ATPγS (100 μM) at a holding potential of −70 mV generated a slow inward current in most recorded neurons, which was insensitive to glutamate receptor antagonists. This fact is indicative of the ionotropic P2X receptor activation. Neirofiziologiya/Neurophysiology, Vol. 40, No. 1, pp. 21–29, January–February, 2008.     

Inter-and intraganglionar synaptic connections formed by neurons of the <Emphasis Type="Italic">Helix</Emphasis> visceral ganglion

In experiments on the subpharyngeal complex of the Helix ganglia, we found an excitatory monosynaptic input to the pacemaker PPa2 neuron from an unidentified cell of the visceral ganglion and a polysynaptic inhibitory influence of another unidentified neuron of this ganglion on the PPa1 cell. In addition, we revealed three pairs of neurons synaptically connected with each other (excitatory connections) in the visceral ganglion. In the case where we used high-frequency (11 sec⁻¹) stimulation of presynaptic elements, synaptic transmission to the PPa2 neuron demonstrated the greatest efficiency and stability. Neirofiziologiya/Neurophysiology, Vol. 39, No. 1, pp. 32–36, January–February, 2007.     

Carbon and nitrogen pools in a mangrove stand of <Emphasis Type="Italic">Kandelia obovata</Emphasis> (S., L.) Yong: vertical distribution in the soil–vegetation system

Attempts were made to quantify the carbon and nitrogen pools in a monospecific and pioneer mangrove stand of Kandelia obovata Sheue, Liu & Yong, Okinawa Island, Japan. The leaf C and N concentrations on a leaf area basis decreased with increasing PPFD (Photosysthetic Photon Flux Density). The total C and N stocks in foliage were estimated as 3.55 Mg ha^–1 and 0.105 Mg ha^–1, respectively. The bark (45.6–48.6% for C and 0.564–0.842% for N) contained significantly higher amount of C (P < 0.05) and N (P < 0.01) than wood (46.2–47.8% for C and 0.347–0.914% N). The total C stock of stem was 23.2 Mg ha^–1 in wood and 8.33 Mg ha^–1 in bark, and the total N stock was 0.222 Mg ha^–1 in wood and 0.116 Mg ha^–1 in bark. The root wood (37.1–45.0%) contained significantly higher amount of C than root bark (35.4–40.7%) (P < 0.01). The total C stock of root was 14.2 Mg ha^–1 in wood and 12.6 Mg ha^–1 in bark, and the total N stock of root was 0.157 Mg ha^–1 in wood and 0.155 Mg ha^–1 in bark. The soil organic C and total N stocks within 1 m soil depth were estimated as 57.3 Mg ha^–1 and 2.73 Mg ha^–1, respectively. The C pool in aboveground biomass (35.1 Mg ha^–1) was 1.3 times as large as that in belowground biomass (26.9 Mg ha^–1). However, the soil organic C pool (57.3 Mg ha^–1) was similar to the total C pool (62.0 Mg ha^–1) of vegetation, indicating that the mangrove stored a large part of production in the soil. About 50% of the C was in the soil. The N pool in aboveground biomass (0.442 Mg ha^–1) was 1.4 times as large as that in belowground biomass (0.312 Mg ha^–1). The soil N stock was 3.3 times as large as the biomass N stock (0.754 Mg ha^–1).     

Morphometric characteristics of synaptic apparatus in the dorsal nucleus of the medial geniculate body of the cat

The synaptic apparatus in the dorsal nucleus of the medial geniculate body, MGB(d), of the cat was examined using electron microscopy. Within 2166 µm² of studied sections obtained from five regions of MGB(d) tissue, 455 presynaptic terminal (PST) profiles were found, which corresponds, on average, to (210.0±28.4) · 10³ PST per 1 mm² of section surface. In accordance with their ultrastructural pattern (dimension of PST profile, shape of synaptic vesicles, SV, pattern of their arrangement within the terminal, and type of synaptic contact, SC), PST were classified into five main groups:RL, RS, F, P, andUT. The relative amount of PST of these groups constituted 8.1% (RL group), 50.5% (RS), 26.0% (F), 9.2% (P), and 6.2% (UT). According to the dimension of profile, number of SV, and pattern of their arrangement within the terminal,RS-PST were additionally divided into four subgroups:RS1, RS2, RS3, andRS4, whileF-PST were divided into three subgroups:F1, F2, andF3. Thus, MGB(d) possesses five various forms of PST with round SV and asymmetric SC, three PST forms with flattened SV and symmetric SC, one with a mixture of flattened and round SV and symmetric SC, and one with round SV and symmetric SC. It can be supposed that the MGB(d) neurons are supplied with afferent inputs from numerous different sources.Neirofiziologiya/Neurophysiology, Vol. 28, No. 4/5, pp. 197–206, July–October, 1996.     

Peripheral synapses at identifiable mechanosensory neurons in the spider Cupiennius salei : synapsin-like immunoreactivity

Indirect immunocytochemical tests were used at the light- and electron-microscopic levels to investigate peripheral chemical synapses in identified sensory neurons of two types of cuticular mechanosensors in the spider Cupiennius salei Keys.: (1) in the lyriform slit-sense organ VS-3 (comprising 7–8 cuticular slits, each innervated by 2 bipolar sensory neurons) and (2) in tactile hair sensilla (each supplied with 3 bipolar sensory cells). All these neurons are mechanosensitive. Application of a monoclonal antibody against Drosophila synapsin revealed clear punctate immunofluorescence in whole-mount preparations of both mechanoreceptor types. The size and overall distribution of immunoreactive puncta suggested that these were labeled presynaptic sites. Immunofluorescent puncta were 0.5–6.8 μm long and located 0.5–6.6 μm apart from each other. They were concentrated at the initial axon segments of the sensory neurons, while the somata and the dendritic regions showed fewer puncta. Western blot analysis with the same synapsin antibody against samples of spider sensory hypodermis and against samples from the central nervous system revealed a characteristic doublet band at 72 kDa and 75 kDa, corresponding to the apparent molecular mass of synapsin in Drosophila and in mammals. Conventional transmissionelectron-microscopic staining demonstrated that numerous chemical synapses (with at least 2 vesicle types) were present at these mechanosensory neurons and their surrounding glial sheath. The distribution of these synapses corresponded to our immunofluorescence results.Ultrastructural examination of anti-synapsin-stained neurons confirmed that reaction product was associated with synaptic vesicles. We assume that the peripheral synaptic contacts originate from efferents that could exert a complex modulatory influence on mechanosensory activity. Received: 20 April 1998 / Accepted: 18 August 1998     

Changes in the distribution of calcium calmodulin-dependent protein kinase II at the presynaptic bouton after depolarization

Phosphorylation of synapsin I by CaMKII has been reported to mobilize synaptic vesicles from the reserve pool. In the present study, the distributions of α-CaMKII and of synapsin I were compared in synaptic boutons of unstimulated and stimulated hippocampal neurons in culture by immunogold electron microscopy. CaMKII and synapsin I are located in separate domains in presynaptic terminals of unstimulated neurons. Label for α -CaMKII typically surrounds synaptic vesicle clusters and is absent from the inside of the cluster in control synapses. In contrast, intense labeling for synapsin I is found within the vesicle clusters. Following 2 minutes of depolarization in high K⁺, synaptic vesicles decluster and CaMKII label disperses and mingles with vesicles and synapsin I. These results indicate that, under resting conditions, CaMKII has limited access to the synapsin I in synaptic vesicle clusters. The peripheral distribution of CaMKII around vesicle clusters suggests that CaMKII-mediated declustering progresses from the periphery towards the center, with the depth of penetration into the synaptic vesicle cluster depending on the duration of CaMKII activation. Depolarization also promotes a significant increase in CaMKII immunolabel near the presynaptic active zone. Activity-induced redistribution of CaMKII leaves it in a position to facilitate phosphorylation of additional presynaptic proteins regulating neurotransmitter release.     

Piccolo modulation of Synapsin1a dynamics regulates synaptic vesicle exocytosis

Active zones are specialized regions of the presynaptic plasma membrane designed for the efficient and repetitive release of neurotransmitter via synaptic vesicle (SV) exocytosis. Piccolo is a high molecular weight component of the active zone that is hypothesized to participate both in active zone formation and the scaffolding of key molecules involved in SV recycling. In this study, we use interference RNAs to eliminate Piccolo expression from cultured hippocampal neurons to assess its involvement in synapse formation and function. Our data show that Piccolo is not required for glutamatergic synapse formation but does influence presynaptic function by negatively regulating SV exocytosis. Mechanistically, this regulation appears to be calmodulin kinase II-dependent and mediated through the modulation of Synapsin1a dynamics. This function is not shared by the highly homologous protein Bassoon, which indicates that Piccolo has a unique role in coupling the mobilization of SVs in the reserve pool to events within the active zone.     

Population Density Estimates of the Critically Endangered Yellow-tailed Woolly Monkeys (<Emphasis Type="Italic">Oreonax flavicauda</Emphasis>) at La Esperanza,Northeastern Peru

The critically endangered yellow tailed woolly monkeys (Oreonax flavicauda, Humboldt 1812) are endemic to the cloud forests of northeastern Peru. We surveyed populations of Oreonax flavicauda in the Centro Poblado La Esperanza, Amazonas department between May 2008 and March 2009. We conducted census work in an area comprising disturbed primary cloud forest interspersed with pasture lying between 3 protected areas, all of which are known to contain populations of Oreonax flavicauda. We used standardized line transect methodology to census an area of ca. 700 ha. We also recorded group size and composition. We compared the results of transect width estimation, Krebs’ method, and an ad libitum total group count. We calculated individual densities of 8.27/km² and 9.26/km2, and group densities of 0.93/km² and 1.04/km2 using Krebs’ method and transect width estimation, respectively. Average group size was 8.9, with 1–3 adult males, 1–6 adult females, and 0–6 juveniles and infants. The results from our transect surveys coincided well with our estimated total group count. Our results are similar to those from previous studies, although differences in methodologies and site-specific environmental factors make comparison difficult, and suggest that Oreonax flavicauda is able to survive in disturbed habitat when hunting pressure is low.     

The actin cytoskeleton and neurotransmitter release: an overview

Here we review evidence that actin and its binding partners are involved in the release of neurotransmitters at synapses. The spatial and temporal characteristics of neurotransmitter release are determined by the distribution of synaptic vesicles at the active zones, presynaptic sites of secretion. Synaptic vesicles accumulate near active zones in a readily releasable pool that is docked at the plasma membrane and ready to fuse in response to calcium entry and a secondary, reserve pool that is in the interior of the presynaptic terminal. A network of actin filaments associated with synaptic vesicles might play an important role in maintaining synaptic vesicles within the reserve pool. Actin and myosin also have been implicated in the translocation of vesicles from the reserve pool to the presynaptic plasma membrane. Refilling of the readily releasable vesicle pool during intense stimulation of neurotransmitter release also implicates synapsins as reversible links between synaptic vesicles and actin filaments. The diversity of actin binding partners in nerve terminals suggests that actin might have presynaptic functions beyond synaptic vesicle tethering or movement. Because most of these actin-binding proteins are regulated by calcium, actin might be a pivotal participant in calcium signaling inside presynaptic nerve terminals. However, there is no evidence that actin participates in fusion of synaptic vesicles.     

O-Linked β-N-Acetylglucosamine (O-GlcNAc) Site Thr-87 Regulates Synapsin I Localization to Synapses and Size of the Reserve Pool of Synaptic Vesicles

O-GlcNAc is a carbohydrate modification found on cytosolic and nuclear proteins. Our previous findings implicated O-GlcNAc in hippocampal presynaptic plasticity. An important mechanism in presynaptic plasticity is the establishment of the reserve pool of synaptic vesicles (RPSV). Dynamic association of synapsin I with synaptic vesicles (SVs) regulates the size and release of RPSV. Disruption of synapsin I function results in reduced size of the RPSV, increased synaptic depression, memory deficits, and epilepsy. Here, we investigate whether O-GlcNAc directly regulates synapsin I function in presynaptic plasticity. We found that synapsin I is modified by O-GlcNAc during hippocampal synaptogenesis in the rat. We identified three novel O-GlcNAc sites on synapsin I, two of which are known Ca²⁺/calmodulin-dependent protein kinase II phosphorylation sites. All O-GlcNAc sites mapped within the regulatory regions on synapsin I. Expression of synapsin I where a single O-GlcNAc site Thr-87 was mutated to alanine in primary hippocampal neurons dramatically increased localization of synapsin I to synapses, increased density of SV clusters along axons, and the size of the RPSV, suggesting that O-GlcNAcylation of synapsin I at Thr-87 may be a mechanism to modulate presynaptic plasticity. Thr-87 is located within an amphipathic lipid-packing sensor (ALPS) motif, which participates in targeting of synapsin I to synapses by contributing to the binding of synapsin I to SVs. We discuss the possibility that O-GlcNAcylation of Thr-87 interferes with folding of the ALPS motif, providing a means for regulating the association of synapsin I with SVs as a mechanism contributing to synapsin I localization and RPSV generation.     

Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity

Recently Haas et al. (J Neurophysiol 96: 3305–3313, 2006), observed a novel form of spike timing dependent plasticity (iSTDP) in GABAergic synaptic couplings in layer II of the entorhinal cortex. Depending on the relative timings of the presynaptic input at time t _pre and the postsynaptic excitation at time t _post, the synapse is strengthened (Δt = t _post − t _pre > 0) or weakened (Δt < 0). The temporal dynamic range of the observed STDP rule was found to lie in the higher gamma frequency band (≥40 Hz), a frequency range important for several vital neuronal tasks. In this paper we study the function of this novel form of iSTDP in the synchronization of the inhibitory neuronal network. In particular we consider a network of two unidirectionally coupled interneurons (UCI) and two mutually coupled interneurons (MCI), in the presence of heterogeneity in the intrinsic firing rates of each coupled neuron. Using the method of spike time response curve (STRC), we show how iSTDP influences the dynamics of the coupled neurons, such that the pair synchronizes under moderately large heterogeneity in the firing rates. Using the general properties of the STRC for a Type-1 neuron model (Ermentrout, Neural Comput 8:979–1001, 1996) and the observed iSTDP we determine conditions on the initial configuration of the UCI network that would result in 1:1 in-phase synchrony between the two coupled neurons. We then demonstrate a similar enhancement of synchrony in the MCI with dynamic synaptic modulation. For the MCI we also consider heterogeneity introduced in the network through the synaptic parameters: the synaptic decay time of mutual inhibition and the self inhibition synaptic strength. We show that the MCI exhibits enhanced synchrony in the presence of all the above mentioned sources of heterogeneity and the mechanism for this enhanced synchrony is similar to the case of the UCI.