Reconstruction of neuronal networks in culture

Dynamics and bifurcations in multistable 3-cell neural networks

We disclose the generality of the intrinsic mechanisms underlying multistability in reciprocally inhibitory 3-cell circuits composed of simplified, low-dimensional models of oscillatory neurons, as opposed to those of a detailed Hodgkin-Huxley type [Wojcik et al., PLoS One 9, e92918 (2014)]. The computational reduction to return maps for the phase-lags between neurons reveals a rich multiplicity of rhythmic patterns in such circuits. We perform a detailed bifurcation analysis to show how such rhythms can emerge, disappear, and gain or lose stability, as the parameters of the individual cells and the synapses are varied.

Uncovering the Cellular and Molecular Mechanisms of Synapse Formation and Functional Specificity Using Central Neurons of Lymnaea stagnalis

All functions of the nervous system are contingent upon the precise organization of neuronal connections that are initially patterned during development, and then continually modified throughout life. Determining the mechanisms that specify the formation and functional modulation of synaptic circuitry are critical to advancing both our fundamental understanding of the nervous system as well as the various neurodevelopmental, neurological, neuropsychiatric, and neurodegenerative disorders that are met in clinical practice when these processes go awry. Defining the cellular and molecular mechanisms underlying nervous system development, function, and pathology has proven challenging, due mainly to the complexity of the vertebrate brain. Simple model system approaches with invertebrate preparations, on the other hand, have played pivotal roles in elucidating the fundamental mechanisms underlying the formation and plasticity of individual synapses, and the contributions of individual neurons and their synaptic connections that underlie a variety of behaviors, and learning and memory. In this Review, we discuss the experimental utility of the invertebrate mollusc Lymnaea stagnalis, with a particular emphasis on in vitro cell culture, semi-intact and in vivo preparations, which enable molecular and electrophysiological identification of the cellular and molecular mechanisms governing the formation, plasticity, and specificity of individual synapses at a single-neuron or single-synapse resolution.

Key bifurcations of bursting polyrhythms in 3-cell central pattern generators

We identify and describe the key qualitative rhythmic states in various 3-cell network motifs of a multifunctional central pattern generator (CPG). Such CPGs are neural microcircuits of cells whose synergetic interactions produce multiple states with distinct phase-locked patterns of bursting activity. To study biologically plausible CPG models, we develop a suite of computational tools that reduce the problem of stability and existence of rhythmic patterns in networks to the bifurcation analysis of fixed points and invariant curves of a Poincaré return maps for phase lags between cells. We explore different functional possibilities for motifs involving symmetry breaking and heterogeneity. This is achieved by varying coupling properties of the synapses between the cells and studying the qualitative changes in the structure of the corresponding return maps. Our findings provide a systematic basis for understanding plausible biophysical mechanisms for the regulation of rhythmic patterns generated by various CPGs in the context of motor control such as gait-switching in locomotion. Our analysis does not require knowledge of the equations modeling the system and provides a powerful qualitative approach to studying detailed models of rhythmic behavior. Thus, our approach is applicable to a wide range of biological phenomena beyond motor control.

Molluscan cells in culture: primary cell cultures and cell lines

In vitro cell culture systems from molluscs have significantly contributed to our basic understanding of complex physiological processes occurring within or between tissue-specific cells, yielding information unattainable using intact animal models. In vitro cultures of neuronal cells from gastropods show how simplified cell models can inform our understanding of complex networks in intact organisms. Primary cell cultures from marine and freshwater bivalve and gastropod species are used as biomonitors for environmental contaminants, as models for gene transfer technologies, and for studies of innate immunity and neoplastic disease. Despite efforts to isolate proliferative cell lines from molluscs, the snail Biomphalaria glabrata Say, 1818 embryonic (Bge) cell line is the only existing cell line originating from any molluscan species. Taking an organ systems approach, this review summarizes efforts to establish molluscan cell cultures and describes the varied applications of primary cell cultures in research. Because of the unique status of the Bge cell line, an account is presented of the establishment of this cell line, and of how these cells have contributed to our understanding of snail host-parasite interactions. Finally, we detail the difficulties commonly encountered in efforts to establish cell lines from molluscs and discuss how these difficulties might be overcome.

Selective modulation of chemical and electrical synapses of Helix neuronal networks during in vitro development

Background

A large number of invertebrate models, including the snail Helix, emerged as particularly suitable tools for investigating the formation of synapses and the specificity of neuronal connectivity. Helix neurons can be individually identified and isolated in cell culture, showing well-conserved size, position, biophysical properties, synaptic connections, and physiological functions. Although we previously showed the potential usefulness of Helix polysynaptic circuits, a full characterization of synaptic connectivity and its dynamics during network development has not been performed.

Results

In this paper, we systematically investigated the in vitro formation of polysynaptic circuits, among Helix B2 and the serotonergic C1 neurons, from a morphological and functional point of view. Since these cells are generally silent in culture, networks were chemically stimulated with either high extracellular potassium concentrations or, alternatively, serotonin. Potassium induced a transient depolarization of all neurons. On the other hand, we found prolonged firing activity, selectively maintained following the first serotonin application. Statistical analysis revealed no significant changes in neuronal dynamics during network development. Moreover, we demonstrated that the cell-selective effect of serotonin was also responsible for short-lasting alterations in C1 excitability, without long-term rebounds.

Estimation of the functional connections by means of cross-correlation analysis revealed that networks under elevated KCl concentrations exhibited strongly correlated signals with short latencies (about 5 ms), typical of electrically coupled cells. Conversely, neurons treated with serotonin were weakly connected with longer latencies (exceeding 20 ms) between the interacting neurons. Finally, we clearly demonstrated that these two types of correlations (in terms of strength/latency) were effectively related to the presence of electrical or chemical connections, by comparing Micro-Electrode Array (MEA) signal traces with intracellularly recorded cell pairs.

Conclusions

Networks treated with either potassium or serotonin were predominantly interconnected through electrical or chemical connections, respectively. Furthermore, B2 response and short-term increase in C1 excitability induced by serotonin is sufficient to trigger spontaneous activity with chemical connections, an important requisite for long-term maintenance of firing activity.

Molluscan neurons in culture: shedding light on synapse formation and plasticity

From genes to behaviour, the simple model system approach has played many pivotal roles in deciphering nervous system function in both invertebrates and vertebrates. However, with the advent of sophisticated imaging and recording techniques enabling the direct investigation of single vertebrate neurons, the utility of simple invertebrate organisms as model systems has been put to question. To address this subject meaningfully and comprehensively, we first review the contributions made by invertebrates in the field of neuroscience over the years, paving the way for similar breakthroughs in higher animals. In particular, we focus on molluscan (Lymnaea, Aplysia, and Helisoma) and leech (Hirudo) models and the pivotal roles they have played in elucidating mechanisms of synapse formation and plasticity. While the ultimate goal in neuroscience is to understand the workings of the human brain in both its normal and diseased states, the sheer complexity of most vertebrate models still makes it difficult to define the underlying principles of nervous system function. Investigators have thus turned to invertebrate models, which are unique with respect to their simple nervous systems that are endowed with a finite number of large, individually identifiable neurons of known function. We start off by discussing in vivo and semi-intact preparations, regarding their amenability to simple circuit analysis. Despite the 'simplicity' of invertebrate nervous systems however, it is still difficult to study individual synaptic connections in detail. We therefore emphasize in the next section, the utility of studying identified invertebrate neurons in vitro, to directly examine the development, specificity, and plasticity of synaptic connections in a well-defined environment, at a resolution that it is still unapproachable in the intact brain. We conclude with a discussion of the future of invertebrates in neuroscience in elucidating mechanisms of neurological disease and developing neuron-silicon interfaces.

Order parameter for bursting polyrhythms in multifunctional central pattern generators

We examine multistability of several coexisting bursting patterns in a central pattern generator network composed of three Hodgkin-Huxley type cells coupled reciprocally by inhibitory synapses. We establish that the control of switching between bursting polyrhythms and their bifurcations are determined by the temporal characteristics, such as the duty cycle, of networked interneurons and the coupling strength asymmetry. A computationally effective approach to the reduction of dynamics of the nine-dimensional network to two-dimensional Poincaré return mappings for phase lags between the interneurons is presented.

Sequentially firing neurons confer flexible timing in neural pattern generators

Neuronal networks exhibit a variety of complex spatiotemporal patterns that include sequential activity, synchrony, and wavelike dynamics. Inhibition is the primary means through which such patterns are implemented. This behavior is dependent on both the intrinsic dynamics of the individual neurons as well as the connectivity patterns. Many neural circuits consist of networks of smaller subcircuits (motifs) that are coupled together to form the larger system. In this paper, we consider a particularly simple motif, comprising purely inhibitory interactions, which generates sequential periodic dynamics. We first describe the dynamics of the single motif both for general balanced coupling (all cells receive the same number and strength of inputs) and then for a specific class of balanced networks: circulant systems. We couple these motifs together to form larger networks. We use the theory of weak coupling to derive phase models which, themselves, have a certain structure and symmetry. We show that this structure endows the coupled system with the ability to produce arbitrary timing relationships between symmetrically coupled motifs and that the phase relationships are robust over a wide range of frequencies. The theory is applicable to many other systems in biology and physics.

Helix neuronal ensembles with controlled cell type composition and placement develop functional polysynaptic circuits on Micro-Electrode Arrays

Neuronal cell cultures on Micro-Electrode Arrays (MEAs) provide an essential experimental tool for studying the connectivity and long-term activity of complex neuronal networks. MEA studies are generally based on the analysis of mixed neuronal populations constituted by a large number of cultured cells with cell type composition and connectivity patterns which are quite unpredictable a priori. In this work, we propose a different approach which consists of assembling on MEAs neuronal circuits formed by individually identifiable C1, C3, and B2 Helix neurons. Cells were plated under conditions of controlled number and position to form neuronal networks of defined composition. We performed multi-site electrophysiological recordings, and we characterized the firing dynamics. By means of cross-correlation analysis, we studied the electrophysiological properties of MEA-coupled microcircuits and characterized their activity patterns. We showed how the synaptic connectivity, actually observed in polysynaptic circuits of C1, C3 and B2 neurons, correlates well with the expected connectivity of C1-B2, B2-B2 and B2-C3 cell pairs as previously reported in conventional electrophysiological studies in culture.

Animal models and behaviour: their importance for the study of memory

In our overview, we will attempt to justify the use of animal models and suggest that it is the only way to make the successive transitions between changes occurring at the molecular and cellular levels and changes at the level of behaviour in the intact organism. We will also stress the importance of criteria that have to be fulfilled in order to unravel the cellular mechanisms of memory: detectability, mimicry, anterograde alteration and retrograde alteration. We will also propose that a large number of animal models should be used to explore the great variety of potential mechanisms that may exist to explain behaviours and their modifications and in particular memory. Finally using the experimental model of Aplysia as example we will insist that to explain the total reflex in an intact animal, all the neurons - sensory neurons and different layers of excitatory and inhibitory interneurons - have to be investigated.

In vitro formation and activity-dependent plasticity of synapses between Helix neurons involved in the neural control of feeding and withdrawal behaviors

Short-term activity-dependent synaptic plasticity has a fundamental role in short-term memory and information processing in the nervous system. Although the neuronal circuitry controlling different behaviors of land snails of the genus Helix has been characterized in some detail, little is known about the activity-dependent plasticity of synapses between identified neurons regulating specific behavioral acts. In order to study homosynaptic activity-dependent plasticity of behaviorally relevant Helix synapses independently of heterosynaptic influences, we sought to reconstruct them in cell culture. To this aim, we first investigated in culture the factors regulating synapse formation between Helix neurons, and then we studied the short-term plasticity of in vitro-reconstructed monosynaptic connections involved in the neural control of salivary secretion and whole-body withdrawal. We found that independently of extrinsic factors, cell-cell interactions are seemingly sufficient to trigger the formation of electrical and chemical synapses, although mostly inappropriate--in their type or association--with respect to the in vivo synaptic connectivity. The presence of ganglia-derived factors in the culture medium was required for the in vitro reestablishment of the appropriate in vivo-like connectivity, by reducing the occurrence of electrical connections and promoting the formation of chemical excitatory synapses, while apparently not influencing the formation of inhibitory connections. These heat-labile factors modulated electrical and chemical synaptogenesis through distinct protein tyrosine kinase signal transduction pathways. Taking advantage of in vitro-reconstructed synapses, we have found that feeding interneuron-efferent neuron synapses and mechanosensory neuron-withdrawal interneuron synapses display multiple forms of short-term enhancement-like facilitation, augmentation and posttetanic potentiation as well as homosynaptic depression. These forms of plasticity are thought to be relevant in the regulation of Helix feeding and withdrawal behaviors by inducing dramatic activity-dependent changes in the strength of input and output synapses of high-order interneurons with a crucial role in the control of Helix behavioral hierarchy.

Lymnaea stagnalis and the development of neuroelectronic technologies

The recent development of techniques for stimulating and recording from individual neurons grown on semiconductor chips has ushered in a new era in the field of neuroelectronics. Using this approach to construct complex neural circuits on silicon from individual neurons will require improvements at the neuron/semiconductor interface and advances in controlling synaptogenesis. Although devices incorporating vertebrate neurons may be an ultimate goal, initial investigations using neurons from the pond snail Lymnaea stagnalis have distinct advantages. Simple two-cell networks connected by electrical synapses have already been reconstructed on semiconductor chips. Furthermore, considerable progress has been made in controlling the processes that underlie chemical synapse formation in Lymnaea. Studies of Lymnaea neural networks on silicon chips will lead to a deeper understanding of the long-term dynamics of simple neural circuits and may provide the basis for reliable interfaces for new neuroprosthetic devices.

Transplantation and restoration of functional synapses between an identified neuron and its targets in the intact brain of Lymnaea stagnalis

Most information available to date regarding the cellular and synaptic mechanisms of target cell selection and specific synapse formation has primarily come from in vitro cell culture studies. Whether fundamental mechanisms of synapse formation revealed through in vitro studies are similar to those occurring in vivo has not yet been determined. Taking advantage of the regenerative capabilities of adult molluscan neurons, we demonstrate that when transplanted into the host ganglia an identified neuron reestablishes its synaptic connections with appropriate targets in vivo. This synaptogenesis, however, was possible only if the targets were denervated from the host cell. Specifically, the giant dopamine neuron right pedal dorsal 1 (RPeD1) located in the pedal ganglia was isolated from a donor brain and transplanted into the visceral ganglia of the recipient brain. We discovered that within 2-4 days the transplanted RPeD1 exhibited extensive regeneration. However, simultaneous intracellular recordings failed to reveal synapses between the transplanted cell and its targets in the visceral ganglia, despite physical overlap between the neurites. To test whether the failure of a transplanted cell to innervate its target was due to the fact that the targets continued to receive input from the native RPeD1, the latter soma was surgically removed prior to the transplantation of RPeD1. Even after the removal of host soma, the transplanted RPeD1 failed to innervate the targets such as visceral dorsal 4 (VD4)-despite extensive regeneration by the transplanted cell. However, when RPeD1 axon was allowed to degenerate completely, the transplanted RPeD1 successfully innervated all of its targets and these synapses were similar to those seen between host RPeD1 and its targets. Taken together, our data demonstrate that the transplanted cells will innervate their potential targets only if the targets were denervated from the host cell. These data also lend support to the idea that, irrespective of their physical location in the brain, the displaced neurons are able to regenerate, recognize their targets, and establish specific synapses in the nervous system.

Synaptogenesis in the CNS: an odyssey from wiring together to firing together

To acquire a better comprehension of nervous system function, it is imperative to understand how synapses are assembled during development and subsequently altered throughout life. Despite recent advances in the fields of neurodevelopment and synaptic plasticity, relatively little is known about the mechanisms that guide synapse formation in the central nervous system (CNS). Although many structural components of the synaptic machinery are pre-assembled prior to the arrival of growth cones at the site of their potential targets, innumerable changes, central to the proper wiring of the brain, must subsequently take place through contact-mediated cell-cell communications. Identification of such signalling molecules and a characterization of various events underlying synaptogenesis are pivotal to our understanding of how a brain cell completes its odyssey from "wiring together to firing together". Here we attempt to provide a comprehensive overview that pertains directly to the cellular and molecular mechanisms of selection, formation and refinement of synapses during the development of the CNS in both vertebrates and invertebrates.

Thinking globally, acting locally: steroid hormone regulation of the dendritic architecture, synaptic connectivity and death of an individual neuron

Steroid hormones act via evolutionarily conserved nuclear receptors to regulate neuronal phenotype during development, maturity and disease. Steroid hormones exert 'global' effects in organisms to produce coordinated physiological responses whereas, at the 'local' level, individual neurons can respond to a steroidal signal in highly specific ways. This review focuses on two phenomena-the loss of dendritic processes and the programmed cell death (PCD) of neurons-that can be regulated by steroid hormones (e.g. during sexual differentiation in vertebrates). In insects such as the moth, Manduca sexta, and fruit fly, Drosophila melanogaster, ecdysteroids orchestrate a reorganization of neural circuits during metamorphosis. In Manduca, accessory planta retractor (APR) motoneurons undergo dendritic loss at the end of larval life in response to a rise in 20-hydroxyecdysone (20E). Dendritic regression is associated with a decrease in the strength of monosynaptic inputs, a decrease in the number of contacts from pre-synaptic neurons, and the loss of a behavior mediated by these synapses. The APRs in different abdominal segments undergo segment-specific PCD at pupation and adult emergence that is triggered directly and cell-autonomously by a genomic action of 20E, as demonstrated in cell culture. The post-emergence death of APRs provides a model for steroid-mediated neuroprotection. APR death occurs by autophagy, not apoptosis, and involves caspase activation and the aggregation and ultracondensation of mitochondria. Manduca genes involved in segmental identity, 20E signaling and PCD are being sought by suppressive subtractive hybridization (SSH) and cDNA microarrays. Experiments utilizing Drosophila as a complementary system have been initiated. These insect model systems contribute toward understanding the causes and functional consequences of dendritic loss and neurodegeneration in human neurological disorders.

Endogenous and network properties of Lymnaea feeding central pattern generator interneurons

Understanding central pattern generator (CPG) circuits requires a detailed knowledge of the intrinsic cellular properties of the constituent neurons. These properties are poorly understood in most CPGs because of the complexity resulting from interactions with other neurons of the circuit. This is also the case in the feeding network of the snail, Lymnaea, one of the best-characterized CPG networks. We addressed this problem by isolating the interneurons comprising the feeding CPG in cell culture, which enabled us to study their basic intrinsic electrical and pharmacological cellular properties without interference from other network components. These results were then related to the activity patterns of the neurons in the intact feeding network. The most striking finding was the intrinsic generation of plateau potentials by medial N1 (N1M) interneurons. This property is probably critical for rhythm generation in the whole feeding circuit because the N1M interneurons are known to play a pivotal role in the initiation of feeding cycles in response to food. Plateau potential generation in another cell type, the ventral N2 (N2v), appeared to be conditional on the presence of acetylcholine. Examination of the other isolated feeding CPG interneurons [lateral N1 (N1L), dorsal N2 (N2d), phasic N3 (N3p)] and the modulatory slow oscillator (SO) revealed no significant intrinsic properties in relation to pattern generation. Instead, their firing patterns in the circuit appear to be determined largely by cholinergic and glutamatergic synaptic inputs from other CPG interneurons, which were mimicked in culture by application of these transmitters. This is an example of a CPG system where the initiation of each cycle appears to be determined by the intrinsic properties of a key interneuron, N1M, but most other features of the rhythm are probably determined by network interactions.

Development of ISFET array-based microsystems for bioelectrochemical measurements of cell populations

Monitoring the bioelectrochemical activity of living cells with sensor array-based microsystems represents an emerging technique in a large area of biomedical applications, ranging from basic research to various fields of pharmacological analyses. The main appeal is the ability of these miniaturised microsystems to perform, in real time, non-invasive in-vitro investigations of the physiological state of a cell population. In this paper, we present two different microsystems designed for multisite monitoring of the physiological state of a cell population. The first microsystem, intended for cellular metabolism monitoring, consists of an array of 12 spatially distributed ISFETs to detect small pH variations induced by the cell population. The second microsystem consists of an array of 40 ISFETs and 20 gold microelectrodes and it has been designed to monitor the electrical activity of neurons. This is achieved by direct coupling of the neuronal culture with the ISFET sensitive layer and by utilising gold microelectrodes for neuronal electrical stimulation.

Mollusk-derived growth factor: cloning and developmental expression in the central nervous system and reproductive tract of Aplysia

We have isolated and characterized an atrial gland cDNA that corrects the previously reported sequence for Aplysia atrial gland granule-specific antigen (AGSA), a glycoprotein of unknown function. We designated the protein mollusk-derived growth factor (MDGF) to distinguish the revised sequence from AGSA and to emphasize its similarity to an insect-derived growth factor (IDGF). We describe MDGF mRNA expression that suggests a possible role during embryonic development and CNS injury repair.

In situ and in vitro identification and characterization of cardiac ganglion neurons in the crab, Carcinus maenas

The aim of this study was to investigate the intrinsic membrane properties and hormonal responses of individual central pattern generating neurons in the cardiac ganglion of the shore crab Carcinus maenas. Because the cardiac ganglion in this crustacean species is buried within the heart musculature and is therefore inaccessible for direct morphological and electrophysiological analysis, we developed two novel in vitro preparations. First, to make the ganglion accessible, we established a brief enzymatic treatment procedure that enabled us to isolate the entire cardiac ganglion, in the absence of muscle tissue. Second, a cell culture procedure was developed to isolate individual neurons in vitro. With the use of both isolated ganglionic and neuronal cell culture techniques, this study provides the first direct account of the neuroanatomy of the cardiac ganglion in shore crabs. We demonstrate that cultured neurons not only survived the isolation procedures, but that they also maintained their intrinsic membrane and transmitter response properties, similar to those seen in the intact ganglion. Specifically, we tested the peptides proctolin, crustacean cardioactive peptide, the FLRFamide-related peptide F2, and an amine (serotonin) on both isolated ganglion and in vitro culture neurons. We measured changes in neuronal burst rate, burst amplitude, pacemaker slope, and membrane potential oscillation amplitude in response to the above four hormones. Each hormone either increased neuronal activity in spontaneously bursting neurons, or induced a bursting pattern in quiescent cells. The in vitro cell culture system developed here now provides us with an excellent opportunity to elucidate cellular, synaptic and hormonal mechanisms by which cardiac activity is generated in shore crabs.

Trophic Factor-Induced Plasticity of Synaptic Connections Between Identified Lymnaea Neurons

Neurotrophic factors participate in both developmental and adult synaptic plasticity; however, the underlying mechanisms remain unknown. Using soma–soma synapses between the identified Lymnaea neurons, we demonstrate that the brain conditioned medium (CM)-derived trophic factors are required for the formation of excitatory but not the inhibitory synapse. Specifically, identified presynaptic [right pedal dorsal 1 (RPeD1) and visceral dorsal 4 (VD4)] and postsynaptic [visceral dorsal 2/3 (VD2/3) and left pedal dorsal 1 (LPeD1)] neurons were soma–soma paired either in the absence or presence of CM. We show that in defined medium (DM—does not contain extrinsic trophic factors), appropriate excitatory synapses failed to develop between RPeD1 and VD2/3. Instead, inappropriate inhibitory synapses formed between VD2/3 and RPeD1. Similarly, mutual inhibitory synapses developed between VD4 and LPeD1 in DM. These inhibitory synapses were termed novel because they do not exist in the intact brain. To test whether DM-induced, inappropriate inhibitory synapses could be corrected by the addition of CM, cells were first paired in DM for an initial period of 12 hr. DM was then replaced with CM, and simultaneous intracellular recordings were made from paired cells after 6–12 hr of CM substitution. Not only did CM induce the formation of appropriate excitatory synapses between both cell pairs, but it also reduced the incidence of inappropriate inhibitory synapse formation. The CM-induced plasticity of synaptic connections involved new protein synthesis and transcription and was mediated via receptor tyrosine kinases. Taken together, our data provide the first direct insight into the cellular mechanism underlying trophic factor-induced specificity and plasticity of synaptic connections between soma–soma paired Lymnaea neurons.

A simple microfluidic system for patterning populations of neurons on silicon micromachined substrates

The purpose of this paper is to describe a low-cost simple technique based on the hydraulically driven deposition of adhesion molecules for patterning populations of neurons on silicon micromachined substrates. First, the design and fabrication process of the silicon micromachined substrates and the design of a flow-through chamber for the localised deposition of adhesive proteins are described. The experimental protocol for the deposition of the adhesive proteins is then presented. Finally, the results of experiments of 'entrapment' of chick embryo spinal cord neurons in microstructures of the silicon substrates and of formation of patterned biological neural networks are shown.

Analysis of the signals generated by networks of neurons coupled to planar arrays of microtransducers in simulated experiments

Planar microelectrode arrays can be used to characterize the dynamics of networks of neurons reconstituted in vitro. In this paper simulations related to experiments of the electrical activity recording by means of planar arrays of microtransducers coupled to networks of neurons are described. First a detailed model of single and synaptically connected neurons is given, appropriate to computer simulate the action potentials of neuronal populations. Then 'realistic' signals are generated. These signals are intended to reproduce, both in shape and intensity, those recorded by a microelectrode array. Typical experimental conditions are considered, and a detailed analysis given, of the bioelectronic coupling and of its influence on the shape of the recorded signals. Finally, simulated experiments dealing with dorsal root ganglia neurons are described and analysed in comparison with experimental results reported in the literature and obtained in our own laboratory. The effectiveness of the planar microelectrode technique is briefly discussed.

Trophic and contact conditions modulate synapse formation between identified neurons

We tested the ability of an identified interneuron from the mollusk, Lymnaea stagnalis, to reestablish appropriate synapses in vitro. In the CNS, the giant dopaminergic neuron, designated as right pedal dorsal one (RPeD1), makes an excitatory, chemical synapse with a pair of essentially identical postsynaptic cells known as visceral dorsal two and three (VD2/3). When the somata of the pre- and postsynaptic neurons were juxtaposed and cultured in vitro in defined medium, i.e. , a soma-soma synapse, only an inappropriate electrical synapse was observed. The postsynaptic cell still responded to applied dopamine, the presynaptic transmitter, indicating that the lack of chemical synapse formation was not due to lack of dopamine receptors. When the somata were cultured apart in conditioned medium (medium previously incubated with Lymnaea CNS, thereby deriving trophic factors), the cells exhibited overlapping neurite outgrowth that resulted in an appropriate excitatory, chemical synapse from RPeD1 to VD2/3. On the other hand, when the cell pair was cultured in a soma-soma configuration, but in conditioned medium, a mixed chemical-electrical synapse was observed. Because conditioned medium could partially overcome the limitations of the soma-soma configuration and initiate chemical synapse formation, this data suggests that conditioned medium contains a factor(s) that supports synaptogenesis.

Early evolutionary origin of the neurotrophin receptor family

Neurotrophins and their Trk receptors play a crucial role in the development and maintenance of the vertebrate nervous system, but to date no component of this signalling system has been found in invertebrates. We describe a molluscan Trk receptor, designated Ltrk, from the snail Lymnaea stagnalis. The full-length sequence of Ltrk reveals most of the characteristics typical of Trk receptors, including highly conserved transmembrane and intracellular tyrosine kinase domains, and a typical extracellular domain of leucine-rich motifs flanked by cysteine clusters. In addition, Ltrk has a unique N-terminal extension and lacks immunoglobulin-like domains. Ltrk is expressed during development in a stage-specific manner, and also in the adult, where its expression is confined to the central nervous system and its associated endocrine tissues. Ltrk has the highest sequence identity with the TrkC mammalian receptor and, when exogenously expressed in fibroblasts or COS cells, binds human NT-3, but not NGF or BDNF, with an affinity of 2.5 nM. These findings support an early evolutionary origin of the Trk family as neuronal receptor tyrosine kinases and suggest that Trk signalling mechanisms may be highly conserved between vertebrates and invertebrates.

In vitro synaptogenesis between the somata of identified Lymnaea neurons requires protein synthesis but not extrinsic growth factors or substrate adhesion molecules

Nerve growth factors, substrate and cell adhesion molecules, and protein synthesis are considered necessary for most developmental programs, including cell proliferation, migration, differentiation, axogenesis, pathfinding, and synaptic plasticity. Their direct involvement in synapse formation, however, has not yet been fully determined. The neurite outgrowth that precedes synaptogenesis is contingent on protein synthesis, the availability of externally supplied growth factors, and substrate adhesion molecules. It is therefore difficult to ascertain whether these factors are also needed for synapse formation. To examine this issue directly we reconstructed synapses between the cell somata of identified Lymnaea neurons. We show that when paired in the presence of brain conditioned medium (CM), mutual inhibitory chemical synapses between neurons right pedal dorsal 1 (RPeD1) and visceral dorsal 4 (VD4) formed in a soma-soma configuration (86%; n = 50). These synapses were reliable and target cell specific and were similar to those seen in the intact brain. To test whether synapse formation between RPeD1 and VD4 required de novo protein synthesis, the cells were paired in the presence of anisomycin (a nonspecific protein synthesis blocker). Chronic anisomycin treatment (18 hr) after cell pairing completely blocked synaptogenesis between RPeD1 and VD4 (n = 24); however, it did not affect neuronal excitability or responsiveness to exogenously applied transmitters (n = 7), nor did chronic anisomycin treatment affect synaptic transmission between pairs of cells that had formed synapses (n = 5). To test the growth and substrate dependence of synapse formation, RPeD1 and VD4 were paired in the absence of CM [defined medium; (n = 22)] on either plain plastic culture dishes (n = 10) or glass coverslips (n = 10). Neither CM nor any exogenous substrate was required for synapse formation. In summary, our data provide direct evidence that synaptogenesis in this system requires specific, cell contact-induced, de novo protein synthesis but does not depend on extrinsic growth factors or substrate adhesion molecules.

Ciliary neurotrophic factor, unlike nerve growth factor, supports neurite outgrowth but not synapse formation by adult Lymnaea neurons

The nerve growth factor (NGF) family and ciliary neurotrophic factor (CNTF) support survival and/or neurite outgrowth of many cell types. However, it is not known whether the neurite outgrowth induced by neurotrophic factors results in the formation of synapses. We tested NGF and CNTF for their ability to induce neurite outgrowth and synapse formation in vitro by interneurons from the mollusc Lymnaea. Dopaminergic and peptidergic interneurons survived in the absence of neurotrophic factors but exhibited robust outgrowth in response to both NGF and CNTF. Chemical synapses formed between these interneurons and their target neurons cultured in NGF, but synapses were absent in CNTF. Survival, neurite outgrowth, and synaptogenesis are therefore differentially regulated in these neurons.

Oscillation in motor pattern-generating networks

Oscillation in motor pattern generators is driven either by pacemaker neurons with inherent bursting properties or through network interactions. In a few examples in invertebrates and lower vertebrates, the mechanisms by which reciprocal inhibition combines with inherent membrane properties to produce network oscillation are beginning to emerge. A recently developed theoretical framework provides a context for understanding and comparing these findings.

A novel G protein alpha subunit containing atypical guanine nucleotide-binding domains is differentially expressed in a molluscan nervous system

We described the characterization of a novel G protein alpha subunit, G alpha a. cDNA encoding this subunit was cloned from the central nervous system of the mollusc Lymnaea stagnalis. The deduced protein contains all characteristic guanine nucleotide-binding domains of G alpha subunits but shares only a limited degree of overall sequence identity with known subtypes (approximately 30%). Moreover, two of the nucleotide-binding domains exhibit salient deviations from corresponding sequences in other G protein alpha subunits. The A domain, determining kinetic features of the GTPase cycle, contains a markedly unique amino acid sequence (ILIIGGPGAGK). In addition, the C domain is also clearly distinct (DVAGQRSL). The presence of a leucine in this motif, instead of glutamic acid, has important implications for hypotheses concerning the GTPase mechanism. In contrast to other G alpha subtypes, G alpha a has no appropriate N-terminal residues that could be acylated. It does contain the strictly conserved arginine residue that serves as a cholera toxin substrate in G alpha s and G alpha t but lacks a site for ADP-ribosylation by pertussis toxin. In situ hybridization experiments indicate that G alpha a-encoding mRNA is expressed in a limited subpopulation of neurons within the Lymnaea brain. These data suggest that G alpha a defines a separate class of G proteins with cell type-specific functions.

A technique for the primary dissociation of neurons from restricted regions of the vertebrate CNS

Acute isolation of vertebrate neurons has been used extensively to characterize membrane properties in the absence of circuit connections or extensive dendritic arborizations. We describe a technique that allows cells to be dissociated from anatomically defined regions of a tissue slice at a resolution beyond that attainable by micro-dissection. Dissociation is performed by using a fire-polished electrode with a tip diameter of 40-100 microns connected by tubing to a micrometer syringe that allows graded levels of positive or negative pressure to be applied at the electrode tip. The electrode tip is placed under microscopic observation upon a cell group within an enzymatically treated slice and negative pressure is applied to dissociate cells into the electrode shaft. Positive pressure is used to eject the cells onto the surface of poly-L-lysine-coated glass coverslips. We have used this technique to dissociate and culture cells from specific laminae of separate sensory maps in a medullary nucleus of adult weakly electric fish. Isolated cells were viable, could be identified by morphological criteria, and exhibited process extension within 2 h of plating. This technique greatly increases the probability of isolating morphologically identifiable vertebrate neurons for electrophysiological analysis or for the reconstruction of neural circuits in vitro.

A neuronal network from the mollusc Lymnaea stagnalis

The morphology, electrophysiology, and synaptic inputs of a ventrally located neuronal network from the CNS of the pond snail Lymnaea stagnalis was investigated. Three large, previously identified neurons [55] known as right parietal ventral one, two, and three (RPV1,2,&3) were found to be electrically coupled to one another. Coupling between either RPV1&2 or RPV1&3 was weak while coupling between RPV2&3 was strong. Consistent bursting activity was observed in neuron RPV1 while neurons RPV2&3 were either silent or fired tonically. When isolated in vitro, similar patterns of activity could be elicited in neurons RPV1-3. Lucifer yellow staining revealed that these cells send axons through nerves innervating musculature involved in locomotion, whole-body withdrawal, and cardio-respiratory function. Neurons RPV1-3 were found to be inhibited by an identified interneuron, visceral dorsal four, known to be directly involved in cardio-respiratory behavior [43]. Furthermore, neurons RPV1-3 were also inhibited by a wide-acting synaptic input, known as Input three [9], which is associated with respiratory pattern generation [43]. An interneuron, identified as right pedal dorsal eleven (RPeD11), which coordinates locomotory and withdrawal behavior [44], was found to excite neuron RPV1. When neurons RPeD11 and RPV1 were isolated in vitro and allowed to extend neurites, they formed a synaptic connection similar to that observed in the isolated brain. In vitro work on these neurons may make them an attractive model to study synapse formation and bursting activity.

The dynamic clamp: artificial conductances in biological neurons

The dynamic clamp is a novel method that uses computer simulation to introduce conductances into biological neurons. This method can be used to study the role of various conductances in shaping the activity of single neurons, or neurons within networks. The dynamic clamp can also be used to form circuits from previously unconnected neurons. This approach makes computer simulation an interactive experimental tool, and will be useful in many applications where the role of synaptic strengths and intrinsic properties in neuronal and network dynamics is of interest.