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Long term memory storage capacity of multiconnected neural networks.

Quantitative expressions of long-term memory storage capacities of complex neural network are derived. The networks are made of neurons connected by synapses of any order, of the axono-axonal type considered by Kandel et al. for example. The effect of link deletion possibly related to aging, is also considered. The central result of this study is that, within the framework of Hebb's laws, the number of stored bits is proportional to the number of synapses. The proportionality factor however, decreases when the order of involved synaptic contact increases. This tends to favor neural architectures with low-order synaptic connectivities. It is finally shown that the memory storage capacities can be optimized by a partition of the network into neuron clusters with size comparable with that observed for cortical microcolumns.

Animals↗

Simulation of the segmental burst generating network for locomotion in lamprey.

Recently a segmental network of inhibitory and excitatory interneurones, which are active during locomotion, has been described in the lamprey, a lower vertebrate. The interactions between the different neurones were established by paired intracellular recordings. A computer simulation of the segmental network has been performed, which shows that with the established neuronal connectivity rhythmic alternating burst activity can be generated within the upper part of the normal physiological range of locomotion. Three neurones of each kind were used (altogether 18 neurones). As shown previously the lower frequency range used in locomotion most likely depends on an activation of voltage-dependent N-methyl-D-aspartate (NMDA) receptors, which could, however, not be simulated with the present neuronal models.

Animals↗

Intercellular metabolic compartmentation in the brain: past, present and future.

The first indication of 'metabolic compartmentation' in brain was the demonstration that glutamine after intracisternal [14C]glutamate administration is formed from a compartment of the glutamate pool that comprises at most one-fifth of the total glutamate content in the brain. This pool, which was designated 'the small compartment,' is now known to be made up predominantly or exclusively of astrocytes, which accumulate glutamate avidly and express glutamine synthetase activity, whereas this enzyme is absent from neurons, which eventually were established to constitute 'the large compartment.' During the following decades, the metabolic compartment concept was refined, aided by emerging studies of energy metabolism and glutamate uptake in cellularly homogenous preparations and by the histochemical observations that the two key enzymes glutamine synthetase and pyruvate carboxylase are active in astrocytes but absent in neurons. It is, however, only during the last few years that nuclear magnetic resonance (NMR) spectroscopy, assisted by previously obtained knowledge of metabolic pathways, has allowed accurate determination in the human brain in situ of actual metabolic fluxes through the neuronal tricarboxylic acid (TCA) cycle, the glial, presumably mainly astrocytic, TCA cycle, pyruvate carboxylation, and the 'glutamate-glutamine cycle,' connecting neuronal and astrocytic metabolism. Astrocytes account for 20% of oxidative metabolism of glucose in the human brain cortex and accumulate the bulk of neuronally released transmitter glutamate, part of which is rapidly converted to glutamine and returned to neurons in the glutamate-glutamine cycle. However, one-third of released transmitter glutamate is replaced by de novo synthesis of glutamate from glucose in astrocytes, suggesting that at steady state a corresponding amount of glutamate is oxidatively degraded. Net degradation of glutamate may not always equal its net production from glucose and enhanced glutamatergic activity, occurring during different types of cerebral stimulation, including the establishment of memory, may be associated with increased de novo synthesis of glutamate. This process may contribute to a larger increase in glucose utilization rate than in rate of oxygen consumption during brain activation. The energy yield in astrocytes from glutamate formation is strongly dependent upon the fate of the generated glutamate.

Animals↗

Construction of hybrid proteins that migrate retrogradely and transynaptically into the central nervous system.

The nontoxic proteolytic C fragment of tetanus toxin (TTC peptide) has the same ability to bind nerve cells and be retrogradely transported through a synapse as the native toxin. We have investigated its potential use as an in vivo neurotropic carrier. In this work we show that a hybrid protein encoded by the lacZ-TTC gene fusion retains the biological functions of both proteins in vivo-i.e. , retrograde transynaptic transport of the TTC fragment and beta-galactosidase enzymatic activity. After intramuscular injection, enzymatic activity could be detected in motoneurons and connected neurons of the brainstem areas. This strategy could be used to deliver a biological activity to neurons from the periphery to the central nervous system. Such a hybrid protein could also be used to map synaptic connections between neural cells.

Animals↗

Release of full-length EphB2 receptors from hippocampal neurons to cocultured glial cells.

Glial cells are known to actively participate in neuronal development by shaping neuronal connections through axon pruning and by controlling dendritic spine morphology. These functions may in part be mediated by engulfment of neuronal structures and trans-endocytosis of neuronal material into glial cells. These processes are not well understood, and the molecular components that mediate these events have primarily been elusive. Here, we implicate the Eph/ephrin signaling system in trans-endocytosis events at the neuron-to-glia interface. Using time-lapse microscopy, we show that hippocampal neurons exogenously expressing EphB2 receptors release or pinch-off EphB2-containing vesicles at sites of neuron-to-glia contact. Cocultured glial cells endogenously express the corresponding ephrinB ligands and are able to trans-endocytose full-length EphB2 from neighboring cells. Although Eph/ephrin signaling often occurs in a bidirectional manner, the observed vesicle release from neurons to glia was only observed in a unidirectional manner, i.e., when the neurons expressed EphB2, but not ephrinBs. These findings suggest that Eph/ephrin signaling is involved in the glial cell-mediated fine sculpting of neuronal structures.

Animals↗

Microvascular density, microvascular surface area and endocrine cell volume in pituitary transplants to the fourth ventricle of adult rats.

Pituitary gland endocrine tissue was transplanted to the fourth ventricle of the brain of adult rats. The grafts were left in place for eight to ten weeks. One micron thick Epon sections were cut for microscopical and morphometrical analysis. The microvascular length density, the microvascular surface area density and the volume weighted mean pituitary cell volume were measured. The transplants were connected to the recipient brains through a few rather large vessels vessels either from the arachnoidea or the choroid plexus. Neuronal connections were never established. The microvascular length and surface area densities were significantly increased in the grafts, whereas the weighted mean cell volume was reduced. The results indicate that pituitary tissue can be transplanted to the fourth ventricle of the brain and the blood supply reestablished. The increased vascular densities are due to lower cell volume and probably also to cell loss and not to proliferation or angiogenesis. The reduced pituitary cell volume may be the result of missing trophic factors which normally are secreted to the pituitary in the sella turcica.

Animals↗

Neural circuits in the flight system of the locust.

Circuitry in the flight system of the locust, Locusta migratoria, was investigated by use of intracellular recording and staining techniques. Neuronal connections were established by recording simultaneously from neuropile segments of pairs of identified interneurons. Brief depolarizing current pulses delivered to interneurons 301 and 501 reset the flight rhythm in a phase-dependent manner, thus establishing the importance of these neurons in rhythm generation. Interneuron 301 was found to make a strong delayed excitatory connection with 501 and to receive a short-latency inhibitory connection from 501. The circuit formed by 301 and 501 appears suited for promoting rhythmicity in the flight system. The delayed excitatory potential recorded in 501 following each spike of 301 was reversed by hyperpolarizing 501. This potential and short-latency inhibitory postsynaptic potentials from 301 to other interneurons were blocked with the application of picrotoxin. We conclude that the delayed excitation is produced via a disynaptic pathway from 301 to 501, with 301 inhibiting in a graded manner the tonic release of transmitter from one or more unidentified intercalated neurons. Interconnections between the 301-501 circuit and other identified interneurons were discovered. This circuitry can account for two features of the flight motor pattern recorded in deafferented preparations. These features are the constant-latency relationship between depolarizations in elevator and depressor motoneurons and the relatively constant duration of depressor motoneuron bursts. The locust flight system shares general features with other described rhythm-generating systems. These include the occurrence of graded interactions, the probability of multiple oscillatory mechanisms, and a predominance of inhibitory connections. Its uniqueness lies in the way that components and processes are assembled and operate.

Animals↗

Orthograde axonal and transcellular transport of different fluorescent tracers in the primary visual system of the rat.

The differential labeling properties of various fluorescent tracers injected intraocularly were investigated using as a model the rat primary visual system. All of the tracers tested (Fast Blue, FB; True Blue, TB; Nuclear Yellow, NY; bisbenzimide, BB; Evans Blue, EB; propidium iodide, PI) produced a retrograde neuronal labeling of oculomotor neurons. However, no such labeling was observed in the medial pretectal nucleus (NPM) considered to be the site of origin of the rat centrifugal visual pathway. Orthograde transport within the axons of the optic tract and their terminal arborizations were visualized directly with FB and TB. No evidence of EB or PI orthograde transport was demonstrated. Furthermore, FB, TB, NY and BB displayed varying degrees of leakage from the optic axons and terminals into the extracellular space, there to be taken up by glial (FB, TB, NY, BB) and neuronal (NY, BB) somas of the primary optic system or in adjacent structures including NPM (BB). The neuronal labeling with NY or BB does not result from the retrograde axonal transport but appears to involve an orthograde transneuronal process transport. Some limitations in the use of different fluorescent tracers for determining neuronal connections are discussed.

Animals↗

Developmental gradients of vasoactive intestinal polypeptide (VIP)-containing neurons in the rat visual cortex detected by image analysis.

The postnatal development of vasoactive intestinal polypeptide-immunoreactive (VIP-IR) neurons was followed by computer-assisted image analysis in the rat visual cortex. The laminar distribution of all VIP-IR structures was measured. These structures were subdivided into cell somata, dendritic profiles and axonal boutons and measured separately. VIP-IR neurons were first seen on postnatal day 1, mostly in the upper half of the presumptive visual cortex. A localization of cell bodies similar to that in the adult is reached between days 12 and 16. VIP-IR dendrites have a protracted growth period as compared to perikarya, involving a developmental gradient from an even distribution to a concentration in the upper cortical layers. This is due to the formation of dendritic terminal arbors after the second postnatal week. Scattered VIP-IT axonal boutons appear on day 3 in the midportion of the presumptive visual cortex. Their typical laminar distribution in layers II, IV and lower VI was observed after day 12. Our results suggest that the biochemically detected sharp increase in VIP levels after the second postnatal week is due to the maturation of cell processes as a morphological basis of neuronal connectivity.

Aging↗

Spectral modulation of cortical connections measured by EEG coherence in humans.

OBJECTIVE: Description of coherence patterns of cortical EEG. METHODS: EEG recordings were collected from 9 subdural electrode grids implanted in 6 patients undergoing EEG monitoring for refractory epilepsy. RESULTS: Coherence decreased with increasing inter-electrode distance and exhibited considerable variability at the same inter-electrode distances. Analysis of variance demonstrated that both spatial and temporal factors contributed significantly (P < 0.01) to this variability. The spatial factor contributed the largest portion (up to 90%) of the variability, and was modulated by frequency and inter-electrode distance. CONCLUSION: The finding that the mean frequency modulation was consistent over time for the same pair of electrodes and was different between different pairs of electrodes indicated a spatial-spectral pattern of cortical synchrony. The connections (pairs of electrodes) could be accordingly predicted from their spatial-spectral pattern, which suggested that the spatial heterogeneity of neuronal synchrony was expressed not only by the degree of synchrony, but also by distinct spectral channels of synchrony. A model based on neuronal connection and activation is proposed to account for the observations.

Analysis of Variance↗

Homeostatic shutdown of long-term potentiation in the adult hippocampus.

Homeostasis is a key concept in biology. It enables ecosystems, organisms, organs, and cells to adjust their operating range to values that ensure optimal performance. Homeostatic regulation of the strength of neuronal connections has been shown to play an important role in the development of the nervous system. Here we investigate whether mature neurons also possess mechanisms to prevent the strengthening of input synapses once the limit of their operating range has been reached. Using electrophysiological recordings in hippocampal slices, we show that such a mechanism exists but comes into play only after a considerable number of synapses have been potentiated. Thus, adult neurons can sustain a substantial amount of synaptic strengthening but, once a certain threshold of potentiation is exceeded, homeostatic regulation ensures that no further strengthening can occur.

Aging↗

CM101-mediated recovery of walking ability in adult mice paralyzed by spinal cord injury.

CM101, an antiangiogenic polysaccharide derived from group B streptococcus, was administered by i.v. injection 1 hr post-spinal-cord crush injury in an effort to prevent inflammatory angiogenesis and gliosis (scarring) in a mouse model. We postulated that gliosis would sterically prevent the reestablishment of neuronal connectivity; thus, treatment with CM101 was repeated every other day for five more infusions for the purpose of facilitating regeneration of neuronal function. Twenty-five of 26 mice treated with CM101 survived 28 days after surgery, and 24 of 26 recovered walking ability within 2-12 days. Only 6 of 14 mice in the control groups survived 24 hr after spinal cord injury, and none recovered function in paralyzed limbs. MRI analysis of injured untreated and treated animals showed that CM101 reduced the area of damage at the site of spinal cord compression, which was corroborated by histological analysis of spinal cord sections from treated and control animals. Electrophysiologic measurements on isolated central nervous system and neurons in culture showed that CM101 protected axons from Wallerian degeneration; reversed gamma-aminobutyrate-mediated depolarization occurring in traumatized neurons; and improved recovery of neuronal conductivity of isolated central nervous system in culture.

Animals↗

Spike-driven synaptic dynamics generating working memory states.

The collective behavior of a network, modeling a cortical module of spiking neurons connected by plastic synapses is studied. A detailed spike-driven synaptic dynamics is simulated in a large network of spiking neurons, implementing the full double dynamics of neurons and synapses. The repeated presentation of a set of external stimuli is shown to structure the network to the point of sustaining working memory (selective delay activity). When the synaptic dynamics is analyzed as a function of pre- and postsynaptic spike rates in functionally defined populations, it reveals a novel variation of the Hebbian plasticity paradigm: in any functional set of synapses between pairs of neurons (e.g., stimulated-stimulated, stimulated-delay, stimulated-spontaneous), there is a finite probability of potentiation as well as of depression. This leads to a saturation of potentiation or depression at the level of the ratio of the two probabilities. When one of the two probabilities is very high relative to the other, the familiar Hebbian mechanism is recovered. But where correlated working memory is formed, it prevents overlearning. Constraints relevant to the stability of the acquired synaptic structure and the regimes of global activity allowing for structuring are expressed in terms of the parameters describing the single-synapse dynamics. The synaptic dynamics is discussed in the light of experiments observing precise spike timing effects and related issues of biological plausibility.

Action Potentials↗

Projection of neostriatal spiny neurons to the substantia nigra. Application of a combined Golgi-staining and horseradish peroxidase transport procedure at both light and electron microscopic levels.

One type of striatonigral neuron in the rat has been characterized. Golgi impregnation of striatal neurons that had been retrogradely labeled by horseradish peroxidase has shown that the medium-sized, densely spiny neurons project to the substantia nigra. Some of the synapses on three of these identified striatonigral neurons have been studied in the electron microscope following replacement of the Golgi deposit by means of the 'gold-toning' method. Synapsing axonal boutons were found on the following sites: soma and axon initial segment (symmetrical, with flattened or pleomorphic vesicles); primary and secondary dendritic shafts (symmetrical with pleomorphic vesicles); dendritic spines (asymmetrical, with spheroidal vesicles). These findings show that new information concerning neuronal connectivity can be obtained by combining three classical procedures in the same material: first, the Golgi method, that characterizes the type of neuron on the basis of its dendritic morphology; second, a retrograde tracing method, that identifies the projection area of the neuron; and, third, ultrastructural analysis of the nature of afferent terminals on the neuron.

Animals↗

Effects of arginine-vasopressin on neuronal interaction from the area postrema to the nucleus tractus solitarii in rat brain slices.

The effects of arginine-vasopressin (AVP) on area postrema (AP) neurons and the neuronal connection between the AP and nucleus tractus solitarii (NTS) were electrophysiologically investigated in rat medulla slices. In the AP, 27.9% of 129 neurons were excited by AVP and 20.5% were inhibited. The excitation was blocked by an V1 receptor antagonist. Synaptic transmission of the AP to the NTS was mainly mediated by non-N-methyl-D-aspartate (NMDA) receptors. Local application of AVP to the AP activated the NTS neurons. This excitation was also blocked by an NMDA antagonist. These results suggest that the excitation originating in the AP is conveyed to the NTS via non-NMDA receptors and then modified by NMDA receptor activation secondly. These processes may be important in the regulation of the arterial baroreceptor reflex.

2-Amino-5-phosphonovalerate↗

Embryonic striatal grafts restore neuronal activity of the globus pallidus in a rodent model of Huntington's disease.

It has been demonstrated in rats that embryonic striatal grafts placed in the excitotoxically lesioned striatum establish neuronal connections with the host globus pallidus. In order to determine whether the morphologically verified connections between the grafts and host are functional, the present study investigated the effects of embryonic striatal grafts on changes in the neuronal activity of the globus pallidus in rats with quinolinic acid-induced striatal lesions. The activity of pallidal neurons was determined by use of quantitative cytochrome oxidase histochemistry and an electrophysiological technique. Striatal lesions induced an increase in both the cytochrome oxidase activity and the spontaneous firing rate of the globus pallidus ipsilateral to the lesions. Grafts derived from the lateral ganglionic eminence, but not the medial ganglionic eminence, reversed the lesion-induced increase in the cytochrome oxidase activity of the globus pallidus with concomitant reduction of apomorphine-induced rotational asymmetry. The lateral ganglionic eminence grafts also attenuate the increase in the firing rate of pallidal neurons in rats with striatal lesions. The present results provide evidence that striatal lesions lead to the loss of a tonic inhibitory input to the globus pallidus with consequent increase in the activity of pallidal neurons, and that intrastriatal striatal grafts reverse the altered activity of pallidal neurons. The findings strongly suggest that embryonic striatal grafts functionally repair the damaged striatopallidal pathway.

Action Potentials↗

Paired recordings from neurones.

Paired recording is a powerful and versatile tool to examine communication between and within neurones. This technique has provided new insights in studies of synaptic function and plasticity, of neuronal integration, and of the decoding of neuronal circuits. Recent studies using dual recordings in combination with morphology have successfully determined the number of transmitter release sites between synaptically connected neurones. Important progress in understanding the dynamics of signal transmission within individual cells has been made possible using infra-red microscopy, which permits dual recordings from visualized somatic and dendritic sites on a single neurone.

Animals↗

Chronic, but not acute, clomipramine or fluoxetine treatment reduces the spontaneous firing rate in the mesoaccumbens neurons of the rat.

In the present study, single-unit extracellular recording was used in male Wistar rats to compare the effects of a single dose (acute treatment) and a 21-day regimen (long-term treatment) with clomipramine (2.5 mg/kg) and fluoxetine (1.0 mg/kg) on the spontaneous firing rate of nucleus accumbens (NAcc) neurons connected with the ventral tegmental area (VTA). A single injection of clomipramine or fluoxetine did not modify the firing rate of NAcc neurons as compared with the control group, whereas a 21-day regimen reduced the firing rate in comparison with a 21-day saline-treated group, specifically for NAcc neurons that were inhibited by VTA electrical stimulation. These results demonstrate that chronic, but not acute, clomipramine or fluoxetine treatment reduces the firing rate of mesoaccumbens neurons, probably by dopaminergic activation, supporting the hypothesis that the NAcc is involved in the actions of at least these antidepressants. However, additional experiments need to be performed in order to delineate the mechanisms by which chronic clomipramine and fluoxetine treatment reduces the firing rate of NAcc neurons in the rat.

Action Potentials↗