of the original article: As neurophysiological investigations of sleep cycle control have provided an increasingly detailed picture of events at the cellular level, the concept that the sleep cycle is generated by the interaction of multiple, anatomically distributed sets of neurons has gradually replaced the hypothesis that sleep is generated by a single, highly localized neuronal oscillator. Cell groups that discharge during rapid-eye-movement (REM) sleep (REM-on) and neurons that slow or cease firing during REM sleep (REM-off) have long been thought to comprise at least two neurochemically distinct populations. The fact that putatively cholinoceptive and/or cholinergic (REM-on) and putatively aminergic (REM-off) cell populations discharge reciprocally over the sleep cycle suggests a causal interdependence. In some brain stem areas these cell groups are not anatomically segregated and may instead be neurochemically mixed (interpenetrated). This finding raises important theoretical and practical issues not anticipated in the original reciprocalTinteraction model. The electrophysiological evidence concerning the REM-on and REM-off cell groups suggests a gradient of sleepdependent membrane excitability changes that may be a function of the connectivity strength within an anatomically distributed neuronal network. The connectivity strength may be influenced by the degree of neurochemical interpenetration between the REM-on and REM-off cells. Recognition of these complexities forces us to revise the reciprocal-interaction model and to seek new methods to test its tenets. Cholinergic microinjection experiments indicate that some populations of REM-on cells can execute specific portions of the REM sleep syndrome or block the generation of REM sleep. This observation suggests that the order of activation within the anatomically distributed generator populations may be critical in determining behavioral outcome. Support for the cholinergic tenets of the reciprocal-interaction model has been reinforced by observations from sleep-disorders medicine. Specific predictions of the reciprocal-interaction model and suggestions for testing these predictions are enumerated for future experimental programs that aim to understand the cellular and molecular basis of the mammalian sleep cycle. The reciprocal interaction theory of sleep rhythmicity truly expanding or just fading away?

Spontaneous action potentials were recorded longitudinally for 4–7 weeks from dissociated rat occipital cortex cells cultured on planar multi-electrode plates, during their development from isolated neurons into synaptically connected neuronal networks. Activity typically consisted of generalized bursts lasting up to several seconds, separated by variable epochs of sporadic firing at some of the active sites. These network bursts displayed discharge patterns with age-dependent firing rate profiles, and durations significantly increasing in the 3rd week in vitro and decreasing after about 1 month in vitro, when they evolved into short events with prompt onsets. These findings indicate that after about a month in vitro these cultured neuronal networks have developed a degree of excitability that allows almost instantaneous triggering of generalized discharges. Individual neurons tend to fire in specific and persistent temporal relationships to one another within these network bursts, suggesting that network connectivity maintains a core topology during its development.

Extracellular action potentials were recorded from developing dissociated rat neocortical networks continuously for up to 49 days in vitro using planar multielectrode arrays. Spontaneous neuronal activity emerged toward the end of the first week in vitro and from then on exhibited periods of elevated firing rates, lasting for a few days up to weeks, which were largely uncorrelated among different recording sites. On a time scale of seconds to minutes, network activity typically displayed an ongoing repetition of distinctive firing patterns, including short episodes of synchronous firing at many sites (network bursts). Network bursts were highly variable in their individual spatio-temporal firing patterns but showed a remarkably stable underlying probabilistic structure (obtained by summing consecutive bursts) on a time scale of hours. On still longer time scales, network bursts evolved gradually, with a significant broadening (to about 2 s) in the third week in vitro, followed by a drastic shortening after about one month in vitro. Bursts at this age were characterized by highly synchronized onsets reaching peak firing levels within less than ca. 60 ms. This pattern persisted for the rest of the culture period. Throughout the recording period, active sites showed highly persistent temporal relationships within network bursts. These longitudinal recordings of network firing have, thus, brought to light a reproducible pattern of complex changes in spontaneous firing dynamics of bursts during the development of isolated cortical neurons into synaptically interconnected networks.

Spontaneous bioelectric activity (SBA) taking the form of extracellularly recorded spike trains (SBA) has been quantitatively analyzed in organotypic neonatal rat visual cortex explants at different ages in vitro, and the effects investigated of both short- and long-term pharmacological suppression of glutamatergic synaptic transmission. In the presence of APV, a selective NMDA receptor blocker, 1–2- (but not 3-)week-old cultures recovered their previous SBA levels in a matter of hours, although in imitation of the acute effect of the GABAergic inhibitor picrotoxin (PTX), bursts of action potentials were abnormally short and intense. Cultures treated either overnight or chronically for 1–3 weeks with APV, the AMPA/kainate receptor blocker DNQX, or a combination of the two were found to display very different abnormalities in their firing patterns. NMDA receptor blockade for 3 weeks produced the most severe deviations from control SBA, consisting of greatly prolonged and intensified burst firing with a strong tendency to be broken up into trains of shorter spike clusters. This pattern was most closely approximated by acute GABAergic disinhibition in cultures of the same age, but this latter treatment also differed in several respects from the chronic-APV effect. In 2-week-old explants, in contrast, it was the APV+DNQX treated group which showed the most exaggerated spike bursts. Functional maturation of neocortical networks, therefore, may specifically require NMDA receptor activation (not merely a high level of neuronal firing) which initially is driven by endogenous rather than afferent evoked bioelectric activity. Putative cellular mechanisms are discussed in the context of a thorough review of the extensive but scattered literature relating activity-dependent brain development to spontaneous neuronal firing patterns.

Electric activity plays a major role in the fine-tuning of neuronal connections during development. Since alterations in connectivity will in turn affect network activity it is clear that neuronal network formation is the result of reciprocal interactions between the activity and the structure of the network. To investigate the role of electric activity in neuronal network development we use primary cultures of dissociated fetal rat cerebral cortex. Following prolonged suppression of spontaneous electric activity in culture neuronal firing showed a strong increase in stereotyped burst firing at the expense of variable non-burst firing. This mode of firing could be mimicked by blocking GABAergic inhibition indicating that chronic suppression of electric activity induced a shift in the balance between excitation and inhibition resulting in overexcitation. Chronic silencing induced a disproportionate decrease in GABA content while the release of glutamate and aspartate was facilitated in early cultures. As a result the ratio of stimulated release of excitatory versus inhibitory neurotransmitter was increased in line with our hypothesis. Conversely prolonged depolarization increased GABAergic staining intensity without affecting the density of GABAergic neurons. These data suggest that during brain development compensatory mechanisms may operate which serve to keep the level and/or pattern of electric activity within physiological limits. We propose a negative feed-back loop whereby electric activity stimulates the synthesis and release of BDNF which through trkB receptors on GABAergic neurons stimulates GABAergic network activity restraining overall network activity.

Chronic suppression of spontaneous bioelectric activity in cultures of dissociated fetal rat cerebral cortex increases neuronal cell death and results in electrophysiological changes which indicate an altered balance between excitatory and inhibitory neurotransmission in culture. To delineate whether alterations in neurotransmitter release could underlie this imbalance, we investigated the effects of chronic tetrodotoxin (TTX) treatment on the content and release of glutamate, aspartate and gamma-aminobutyric acid (GABA) in culture. Chronic TTX treatment decreased the content of all amino acids investigated. However, only GABA was decreased relative to the neuronal marker NSE (neuron-specific enolase), indicating a disproportionate loss of GABA production following chronic silencing. Depolarization-induced release of GABA, glutamate and aspartate increased about 10-fold between 7 and 21 days in control cultures. Chronic TTX treatment significantly increased the depolarization-induced release of glutamate and aspartate at 7 days in vitro relative to control levels. At all ages it caused a two-fold increase in the ratio of evoked excitatory amino acid release to that of GABA. These observations suggest that chronic silencing of developing neocortex cell cultures increases the ratio of excitatory to inhibitory synaptic activity either by differential cell death or by reduced synaptic efficiency, on which a decrease in GABA neurotransmission appears to play a major role. Since similar mechanisms may be involved in activity-dependent plasticity in vivo, these cultures provide a useful model to analyse this phenomenon at the cell biological and molecular level.

In primary cultures of fetal rat cerebral cortex chronic manipulation of the level and/or pattern of bioelectric activity leads to plastic changes in bioelectric activity, opposite to those seen during the manipulation. This suggests the presence of adaptive mechanisms which regulate functional development in the neuronal network. Since NMDA receptors play an important role in early postnatal bioelectric activity and have been implicated in activity-dependent plasticity in vivo, the involvement of NMDA and non-NMDA receptors in spontaneously occurring bioelectric activity was investigated in cultured rat cerebral cortex by assaying the effects of NMDA and non-NMDA antagonists on neuronal firing. In addition, the physiological consequences of chronic suppression of bioelectric activity were investigated following development in the presence of tetrodotoxin. NMDA receptors appeared at all ages to be more crucial for spontaneous bioelectric activity than non-NMDA receptors, although their relative importance decreased during the first 3 weeks. Whereas the NMDA antagonist APV strongly reduced burst firing, the non-NMDA antagonist DNQX tended to increase burst firing slightly. Following chronic suppression of bioelectric activity, non-variable burst firing was increased, thus replicating previous findings in cerebral cortex culture grown under different conditions. The prominence of NMDA receptor activation in spontaneous bioelectric activity in early cultures suggests a role for these receptors in activity-dependent functional plasticity, as found in vivo.

Chronic suppression of spontaneous bioelectric activity in spinal cord explants in the presence of tetrodotoxin (TTX) during network formation caused a large reduction in cell number (lowered DNA levels). The addition of gangliosides failed to protect against this cell loss. Conversely, the omission of galactose from the growth medium had no effect on DNA levels. It was concluded that the presence or absence of afferent selectivity is unlikely to require the survival of a regionally specific subpopulation of preferred dorsal root ganglion target cells. Neocortical explants also showed a large reduction in DNA levels following chronic TTX treatment, and morphometric analysis confirmed that neuronal survival was affected to the same degree. Chronic ganglioside supplementation failed to influence DNA and cell counts in either control or TTX-treated explants, but one of the added gangliosides (GD1a) stimulated extensive neuritic outgrowth in electrically silenced cultures. Particular ganglioside species, therefore, may exert a growth stimulating influence that can partially compensate for the absence of bioelectric self-stimulation during early development.

The available evidence indicates that a biological clock oscillates in the mammalian fetus and that the fetal clock is entrained by redundant circadian signals from the mother. An entrainable biological clock during fetal life helps the developing mammal more readily prepare for life in the outside world. In humans, the early establishment of maternal-infant synchrony may help the infant maximize its responsiveness to the outside world.

The question was investigated whether long-lasting transients of activity, observed to occur in the intact cerebral cortex (EEG slow (delta) waves and 'K' complexes) as well as in isolated tissues cultured in vitro, can also emerge in a model network of excitatory and inhibitory cells. We show that such transients can indeed occur even if the cells do not have built-in slow kinetics. For certain parameter settings, the network is in a bistable state in which periods of increased activity (long-lasting transients) alternate with minimal activity. Transients are triggered by spontaneously firing cells ('noise'), which, rather than via a build-up of recurrent synaptic inhibition, also initiate their termination. During a transient, the network continually makes transitions from one equilibrium to another as a result of spontaneous firing until it is switched back to the quiescent state, i.e., after a variable period of time of noise-induced transitions the transient is terminated. If the network is small, activity can terminate even without inhibition. In large networks, inhibition keeps the network sensitive to spontaneously firing cells by holding it in the neighbourhood of a critical point between active and quiescent state.

A multivariate analysis of spontaneous single neuron firing in the developing prefrontal cortex (PFC) of urethane anesthetized rats has been made using selected spike-train parameters. In particular, the development of modal interspike intervals closely paralleled the volumetric 'overshoot' reported earlier by us for rat PFC. Thus, the growth phase is characterized by progressively higher firing rates associated with longer modal intervals (i.e., a change from phasic to tonic firing, suggestive of increasingly effective inhibition). In contrast, the subsequent abrupt reduction in PFC volume is accompanied by the appearance of extremely short interspike intervals with no concomitant change in overall mean discharge rates ('burst' firing). This last development could be largely due to the 'pruning' of excessive excitatory synaptic contacts.

Functional consequences of either suppressing or intensifying spontaneous neuronal firing have been studied in developing rat cerebral cortex cultures using, respectively, tetrodotoxin (TTX) and picrotoxin (PTX) added chronically to the growth medium. Simple measures derived from the interspike interval histogram were able to powerfully discriminate between age and treatment groups. After return to control medium, most TTX-treated neurons spontaneously displayed stereotyped clustering of action potentials ('phasic' firing) which closely resembled the characteristic firing patterns seen acutely in the presence of PTX. The 'TTX-syndrome' thus suggests that GABAergic synaptic inhibition is ineffective in cortical networks grown under conditions which prevent the expression of bioelectric activity. In contrast, after return to control medium, neurons which had been partially disinhibited throughout development (by continuous exposure to PTX) had even less phasic firing than was measured in age-matched controls. Based upon these and previous findings, a two (main) factor model is put forth which can economically account for the major effects. The working hypothesis embodied in this model is that phasic neuronal discharges not only accelerate the maturation of excitatory connections within the neocortex but, even more important, are crucial for the development of adequate inhibitory synaptic transmission.

Chronic blockade of bioelectric activity (BEA) has been shown to increase neuronal cell death in tissue culture, but the effects of this treatment on non-neuronal cells have not been investigated. To determine which cell types are affected by chronic suppression of BEA, we investigated their morphological development in primary cultures of rat cerebral cortex, grown with or without the sodium channel blocker tetrodotoxin (TTX). Morphological development was monitored by phase-contrast microscopy and by immunofluorescent staining of markers specific for neurons (NSE, MAP2, B-50, and the 200 kD neurofilament protein), astrocytes (GFAP), oligodendrocytes (galactocerebroside), macrophages (ED-1) and fibroblasts (fibronectin). Neurons in control cultures steadily increased in size and elaborated a dense network of axons and dendrites during the first 3 weeks. Astrocytes proliferated strongly and formed a 'bottom-layer' on which other cells grew. Part of the astrocytes migrated into the peripheral area of the culture, but retracted to the centre after 14 days in vitro (DIV). Oligodendrocytes and macrophages also increased in number, but oligodendrocytes were completely lost by 28 DIV. After 3 weeks, axons that had grown into the periphery of the culture gradually retracted and/or degenerated, following the retracting astrocytes. Some of the neurons died after 21 DIV, but a large part persisted until 42 DIV. Upon TTX treatment from 5/6 DIV, cultures with few macrophages showed an increase in the proportion of necrotic nuclei at 14 and 21 DIV. The retraction of peripherally located fibres was accelerated by 3-4 days and their degeneration was augmented. Neuronal density decreased to zero between 21 and 42 DIV. Astrocytes showed a clear decrease in density from 28 DIV. Conversely, the density of macrophages was increased about two-fold from 14 DIV. These results indicate that both neurons and glia are affected by chronic TTX treatment.

The content and phosphorylation of the neuronal growth-associated protein B-50 (GAP-43) were studied in cultured neocortex as a function of normal development and development in the presence of tetrodotoxin (TTX), a blocker of bioelectric activity (BEA). The observations were correlated with previous morphological findings on neurite outgrowth and B-50 immunolocalization in the same cultures.In control cultures, the concentration of B-50 reached a maximum at 7 days in vitro (DIV) and decreased thereafter, whereas the concentration of neuron specific enolase (NSE), which was used as a neuronal reference marker, rose till 28 DIV and leveled off towards 42 DIV. The degree of basal phosphorylation of B-50 (relative to that of total protein) decreased after the first week in vitro. Stimulation of B-50 phosphorylation by phorbol ester also decreased with age in vitro, indicating that changes in B-50 phosphorylation were mainly due to changes in protein kinase C (PKC) activity.The chronic presence of TTX led to a reduced content of B-50 and NSE after 14 DIV. The basal phosphorylation of B-50 was neither affected by acute nor chronic TTX treatment. However, upon stimulation of PKC with phorbol esters, some alterations of B-50 phosphorylation were revealed in cultures grown in TTX. These biochemical observations are in line with the absence of effects of TTX on neurite outgrowth during the first 2 weeks in culture, and later effects of TTX on neuronal survival.The developmental changes in B-50 concentration and phosphorylation largely correlate with previous morphological observations on axonal outgrowth and growth cone shape in the same cultures. We suggest that B-50 phosphorylation plays an important role in transducing extracellular signals into directed neurite outgrowth.

In order to study the involvement of NMDA-receptor activation in brain development, rat pups were chronically treated with the non-competitive NMDA antagonist MK-801 during the neonatal period. We recorded the cortical EEG at various vigilance states throughout the treatment period. Spectral analysis of the EEG showed reduced power in the delta (delta) frequency range (1.5-4 Hz) during quiet sleep and less power in the theta (theta) range (4-7 Hz) during REM-sleep in MK-801 animals than in controls. No significant differences were found for the total time spent in each of the different vigilance states. We conclude that chronic MK-801 treatment probably causes a developmental retardation in state-related brain activities.

We have used the GABA-A antagonist picrotoxin (PTX) to investigate whether chronic disinhibition, leading to intensified neuronal firing, would induce a specific pattern of physiological alterations in cultured rat neocortex cells. Overall mean spontaneous discharge rates were little affected by 1 microM PTX but firing occurred mainly as repetitive high-frequency bursts of action potentials. This "phasic" pattern contrasted with the irregular, quasi-random, firing usually seen in control units. Neurons tested in normal growth medium after prolonged exposure to 1 microM PTX showed weaker interspike interval dependencies (Markov value) than in controls, along with reduced regularity in the occurrence of bursts. Since all physiological changes were opposite in direction to those reported earlier after chronic suppression of bioelectric activity, the results support the hypothesis that endogenous synaptic and/or action potentials are important for the maturation of neocortical networks. Since experimental alterations were found only in spike-train parameters which reflect ontogenetic changes in untreated control cultures, GABAergic inhibition (by preventing neuronal discharges from becoming too intense) presumably serves to constrain the rate of development within optimal limits.

Quantitative analysis of neuronal firing patterns was used to study the effects of chronic suppression of bioelectric activity (BEA) on functional development in primary cultures of fetal rat cerebral cortex. BEA was monitored with extracellular electrodes in active control cultures or, after return to control medium, in cultures chronically silenced with tetrodotoxin (TTX) at around 7, 14, 21 and 42 days in vitro. Spike trains of single neurons lasting up to 25 min duration were analyzed using a previously published set of computer programs. In control cultures, the main developmental trends seen in a previous study could be replicated. After development in the presence of TTX, activity levels were increased at all ages, and a high incidence was found of a single firing pattern characterized by stereotyped burst firing, while showing a low minute order variability in firing rate and low dependencies between successive intervals; conversely, the incidence of variable/non-burst firing was decreased relative to untreated cultures. The former firing pattern (i.e. non-variable bursting) could also be produced through acute addition of the GABA (A)-antagonist picrotoxin to control cultures, and resembled interictal burst firing observed in models of chronic epilepsy in vivo. These similarities suggest that chronic silencing of the cultures may have resulted in a functional disinhibition of the neuronal network; such disinhibition might be related to the increased cell death which we observed with chronic TTX-treatment in the same cultures.