Theta and Gamma Coordination of Hippocampal Networks during Waking and Rapid Eye Movement Sleep

Rapid eye movement (REM) sleep has been considered a paradoxical state because, despite the high behavioral threshold to arousing perturbations, gross physiological patterns in the forebrain resemble those of waking states. To understand how intrahippocampal networks interact during REM sleep, we used 96 site silicon probes to record from different hippocampal subregions and compared the patterns of activity during waking exploration and REM sleep. Dentate/CA3 theta and gamma synchrony was significantly higher during REM sleep compared with active waking. In contrast, gamma power in CA1 and CA3–CA1 gamma coherence showed significant decreases in REM sleep. Changes in unit firing rhythmicity and unit-field coherence specified the local generation of these patterns. Although these patterns of hippocampal network coordination characterized the more common tonic periods of REM sleep (∼95% of total REM), we also detected large phasic bursts of local field potential power in the dentate molecular layer that were accompanied by transient increases in the firing of dentate and CA1 neurons. In contrast to tonic REM periods, phasic REM epochs were characterized by higher theta and gamma synchrony among the dentate, CA3, and CA1 regions. These data suggest enhanced dentate processing, but limited CA3–CA1 coordination during tonic REM sleep. In contrast, phasic bursts of activity during REM sleep may provide windows of opportunity to synchronize the hippocampal trisynaptic loop and increase output to cortical targets. We hypothesize that tonic REM sleep may support off-line mnemonic processing, whereas phasic bursts of activity during REM may promote memory consolidation.

[1]  N. Kleitman,et al.  Regularly occurring periods of eye motility, and concomitant phenomena, during sleep. , 1953, Science.

[2]  E. Wolpert,et al.  The relation of eye movements, body motility, and external stimuli to dream content. , 1958, Journal of experimental psychology.

[3]  G. Karmos,et al.  A study of a possible "dreaming" mechanism in the cat. , 1961, Acta physiologica Academiae Scientiarum Hungaricae.

[4]  A peculiar dreamlike stage of sleep in the cat. , 1962, Activitas nervosa superior.

[5]  R. Berger,et al.  Eye Movements during Active and Passive Dreams , 1962, Science.

[6]  C. H. Vanderwolf,et al.  Hippocampal electrical activity and voluntary movement in the rat. , 1969, Electroencephalography and clinical neurophysiology.

[7]  A. Sano,et al.  Eye movements and hippocampal theta activity in rats. , 1973, Electroencephalography and clinical neurophysiology.

[8]  C. H. Vanderwolf,et al.  Hippocampal EEG and behavior: changes in amplitude and frequency of RSA (theta rhythm) associated with spontaneous and learned movement patterns in rats and cats. , 1973, Behavioral biology.

[9]  W. Chambers,et al.  Reflexes involving triceps surae from the ankle joint of the cat. , 1973, Experimental neurology.

[10]  J. B. Ranck,et al.  Studies on single neurons in dorsal hippocampal formation and septum in unrestrained rats. I. Behavioral correlates and firing repertoires. , 1973, Experimental neurology.

[11]  S. Iwahara,et al.  Eye movements and hipocampal theta activity in cats. , 1973, Electroencephalography and clinical neurophysiology.

[12]  F. Bloom,et al.  Norepinephrine-Containing Neurons: Changes in Spontaneous Discharge Patterns during Sleeping and Waking , 1973, Science.

[13]  C. H. Vanderwolf,et al.  Two types of hippocampal rhythmical slow activity in both the rabbit and the rat: Relations to behavior and effects of atropine, diethyl ether, urethane, and pentobarbital , 1975, Experimental Neurology.

[14]  Ronald M. Harper,et al.  Dorsal raphe neurons: depression of firing during sleep in cats , 1976, Brain Research.

[15]  C. H. Vanderwolf,et al.  Two types of cerebral activation during active sleep: relations to behavior , 1977, Brain Research.

[16]  M. Segal Histamine modulates reactivity of hippocampal CA3 neurons to afferent stimulation in vitro , 1981, Brain Research.

[17]  M. Segal The action of norepinephrine in the rat hippocampus: Intracellular studies in the slice preparation , 1981, Brain Research.

[18]  F. Bloom,et al.  Activity of norepinephrine-containing locus coeruleus neurons in behaving rats anticipates fluctuations in the sleep-waking cycle , 1981, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[19]  M. Segal The action of serotonin in the rat hippocampus. , 1981, Advances in experimental medicine and biology.

[20]  Francis Crick,et al.  The function of dream sleep , 1983, Nature.

[21]  L. Leung Theta rhythm during REM sleep and waking: correlations between power, phase and frequency. , 1984, Electroencephalography and clinical neurophysiology.

[22]  E. Garcı́a-Austt,et al.  Hippocampal theta rhythm during paradoxical sleep. Effects of afferent stimuli and phase relationships with phasic events. , 1985, Electroencephalography and clinical neurophysiology.

[23]  U. Mitzdorf Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena. , 1985, Physiological reviews.

[24]  L. Kellényi,et al.  Laminar distribution of hippocampal rhythmic slow activity (RSA) in the behaving rat: Current-source density analysis, effects of urethane and atropine , 1986, Brain Research.

[25]  M. Tohyama,et al.  Organization of histaminergic fibers in the rat brain , 1988, The Journal of comparative neurology.

[26]  R. Llinás,et al.  The functional states of the thalamus and the associated neuronal interplay. , 1988, Physiological reviews.

[27]  G. Buzsáki Two-stage model of memory trace formation: A role for “noisy” brain states , 1989, Neuroscience.

[28]  I Tobler,et al.  Endogenous sleep-promoting substances and sleep regulation. , 1989, Physiological reviews.

[29]  W. Singer,et al.  Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties , 1989, Nature.

[30]  M. Chase,et al.  The atonia and myoclonia of active (REM) sleep. , 1990, Annual review of psychology.

[31]  Simon Haykin,et al.  Advances in spectrum analysis and array processing , 1991 .

[32]  R. Llinás,et al.  Of dreaming and wakefulness , 1991, Neuroscience.

[33]  G. Buzsáki,et al.  High-frequency network oscillation in the hippocampus. , 1992, Science.

[34]  K. Sameshima,et al.  Theta waves and behavioral manifestations of alertness and dreaming activity in the rat. , 1992, Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologicas.

[35]  B L McNaughton,et al.  Dynamics of the hippocampal ensemble code for space. , 1993, Science.

[36]  R. E. Brown,et al.  Histaminergic modulation of synaptic plasticity in area CA1 of rat hippocampal slices , 1995, Neuropharmacology.

[37]  G Buzsáki,et al.  Dentate EEG spikes and associated interneuronal population bursts in the hippocampal hilar region of the rat. , 1995, Journal of neurophysiology.

[38]  G. Buzsáki,et al.  Gamma (40-100 Hz) oscillation in the hippocampus of the behaving rat , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[39]  Francesco Marrosu,et al.  Microdialysis measurement of cortical and hippocampal acetylcholine release during sleep-wake cycle in freely moving cats , 1995, Brain Research.

[40]  E. Rolls A theory of hippocampal function in memory , 1996, Hippocampus.

[41]  H. Sei,et al.  Effect of ambient temperature on arterial pressure variability during sleep in the rat , 1996, Journal of sleep research.

[42]  R. Vertes,et al.  Brainstem-diencephalo-septohippocampal systems controlling the theta rhythm of the hippocampus. , 1997, Neuroscience.

[43]  G. Buzsáki,et al.  Operational Dynamics in the Hippocampal-entorhinal Axis , 1998, Neuroscience & Biobehavioral Reviews.

[44]  O. Paulsen,et al.  Cholinergic induction of network oscillations at 40 Hz in the hippocampus in vitro , 1998, Nature.

[45]  C. Gottesmann,et al.  The intermediate stage and paradoxical sleep in the rat: influence of three generations of hypnotics , 1998, The European journal of neuroscience.

[46]  E. Vizi,et al.  Neurochemistry and pharmacology of the major hippocampal transmitter systems: Synaptic and nonsynaptic interactions , 1998, Hippocampus.

[47]  J. Hobson,et al.  Heart rate surges during REM sleep are associated with theta rhythm and PGO activity in cats. , 1999, American journal of physiology. Regulatory, integrative and comparative physiology.

[48]  J. Csicsvari,et al.  Oscillatory Coupling of Hippocampal Pyramidal Cells and Interneurons in the Behaving Rat , 1999, The Journal of Neuroscience.

[49]  B. McNaughton,et al.  Hippocampal EEG and unit activity responses to modulation of serotonergic median raphe neurons in the freely behaving rat. , 1999, Learning & memory.

[50]  Michel Jouvet,et al.  The paradox of sleep : the story of dreaming , 1999 .

[51]  R. E. Brown,et al.  On the mechanism of histaminergic inhibition of glutamate release in the rat dentate gyrus , 1999, The Journal of physiology.

[52]  J. Engel,et al.  In vivo microdialysis measures of extracellular serotonin in the rat hippocampus during sleep–wakefulness , 1999, Brain Research.

[53]  S. Ribeiro,et al.  Brain gene expression during REM sleep depends on prior waking experience. , 1999, Learning & memory.

[54]  P. Mitra,et al.  Analysis of dynamic brain imaging data. , 1998, Biophysical journal.

[55]  H. Bastuji,et al.  Evoked potentials as a tool for the investigation of human sleep. , 1999, Sleep medicine reviews.

[56]  M. Steriade Corticothalamic resonance, states of vigilance and mentation , 2000, Neuroscience.

[57]  J. Csicsvari,et al.  Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements. , 2000, Journal of neurophysiology.

[58]  Bruce L. McNaughton,et al.  Experience-dependent phase-reversal of hippocampal neuron firing during REM sleep , 2000, Brain Research.

[59]  M. Wilson,et al.  Temporally Structured Replay of Awake Hippocampal Ensemble Activity during Rapid Eye Movement Sleep , 2001, Neuron.

[60]  C. Gottesmann The golden age of rapid eye movement sleep discoveries. 1. Lucretius—1964 , 2001, Progress in Neurobiology.

[61]  W. Singer,et al.  Dynamic predictions: Oscillations and synchrony in top–down processing , 2001, Nature Reviews Neuroscience.

[62]  L. Erőss,et al.  Rhythmic hippocampal slow oscillation characterizes REM sleep in humans , 2001, Hippocampus.

[63]  G. Buzsáki,et al.  Temporal Interaction between Single Spikes and Complex Spike Bursts in Hippocampal Pyramidal Cells , 2001, Neuron.

[64]  H. Haas,et al.  The physiology of brain histamine , 2001, Progress in Neurobiology.

[65]  Jerome M. Siegel,et al.  The REM Sleep-Memory Consolidation Hypothesis , 2001, Science.

[66]  Partha P. Mitra,et al.  Sampling Properties of the Spectrum and Coherency of Sequences of Action Potentials , 2000, Neural Computation.

[67]  F. Reinoso-suárez,et al.  Brain structures and mechanisms involved in the generation of REM sleep. , 2001, Sleep medicine reviews.

[68]  G. Buzsáki Theta Oscillations in the Hippocampus , 2002, Neuron.

[69]  J. Hobson,et al.  The cognitive neuroscience of sleep: neuronal systems, consciousness and learning , 2002, Nature Reviews Neuroscience.

[70]  J. Storm,et al.  Two forms of electrical resonance at theta frequencies, generated by M‐current, h‐current and persistent Na+ current in rat hippocampal pyramidal cells , 2002, The Journal of physiology.

[71]  J. Csicsvari,et al.  Mechanisms of Gamma Oscillations in the Hippocampus of the Behaving Rat , 2003, Neuron.

[72]  Michael J Kahana,et al.  Sleep-dependent theta oscillations in the human hippocampus and neocortex. , 2003, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[73]  J. Csicsvari,et al.  Massively parallel recording of unit and local field potentials with silicon-based electrodes. , 2003, Journal of neurophysiology.

[74]  R. Stickgold,et al.  Sleep-Dependent θ Oscillations in the Human Hippocampus and Neocortex , 2003, The Journal of Neuroscience.

[75]  N. Logothetis,et al.  Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging. , 2003, Cerebral cortex.

[76]  J. Csicsvari,et al.  Organization of cell assemblies in the hippocampus , 2003, Nature.

[77]  S. Datta Cellular Basis of Pontine Ponto-geniculo-occipital Wave Generation and Modulation , 2004, Cellular and Molecular Neurobiology.

[78]  B. Wyble,et al.  Analysis of theta power in hippocampal EEG during bar pressing and running behavior in rats during distinct behavioral contexts , 2004, Hippocampus.

[79]  S. Datta,et al.  Activation of Phasic Pontine-Wave Generator Prevents Rapid Eye Movement Sleep Deprivation-Induced Learning Impairment in the Rat: A Mechanism for Sleep-Dependent Plasticity , 2004, The Journal of Neuroscience.

[80]  R. Stickgold,et al.  Sleep-Dependent Learning and Memory Consolidation , 2004, Neuron.

[81]  S. Saha,et al.  Neurotoxic lesions of phasic pontine-wave generator cells impair retention of 2-way active avoidance memory. , 2004, Sleep.

[82]  G. Buzsáki,et al.  Characterization of neocortical principal cells and interneurons by network interactions and extracellular features. , 2004, Journal of neurophysiology.

[83]  R. Vertes,et al.  Memory Consolidation in Sleep Dream or Reality , 2004, Neuron.

[84]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[85]  O. Paulsen,et al.  Mechanisms underlying gamma ('40 Hz') network oscillations in the hippocampus--a mini-review. , 2005, Progress in biophysics and molecular biology.

[86]  S. Saha,et al.  Pontine‐wave generator activation‐dependent memory processing of avoidance learning involves the dorsal hippocampus in the rat , 2005, Journal of neuroscience research.

[87]  B. McNaughton,et al.  Self-Motion and the Hippocampal Spatial Metric , 2005, The Journal of Neuroscience.

[88]  Michael Krause,et al.  Serotonergic modulation of carbachol-induced rhythmic activity in hippocampal slices , 2005, Neuropharmacology.

[89]  A. Muzur Toward an integrative theory of sleep and dreaming. , 2005, Journal of theoretical biology.

[90]  N. Katayama,et al.  Instantaneous acceleration and amplification of hippocampal theta wave coincident with phasic pontine activities during REM sleep , 2005, Brain Research.

[91]  Lynn Hazan,et al.  Klusters, NeuroScope, NDManager: A free software suite for neurophysiological data processing and visualization , 2006, Journal of Neuroscience Methods.

[92]  Sean M Montgomery,et al.  Integration and Segregation of Activity in Entorhinal-Hippocampal Subregions by Neocortical Slow Oscillations , 2006, Neuron.

[93]  M. Moser,et al.  Pattern Separation in the Dentate Gyrus and CA3 of the Hippocampus , 2007, Science.

[94]  Shaomin Li,et al.  Behavior‐dependent modulation of hippocampal EEG activity by the selective norepinephrine reuptake inhibitor reboxetine in rats , 2007, Hippocampus.

[95]  György Buzsáki,et al.  Gamma oscillations dynamically couple hippocampal CA3 and CA1 regions during memory task performance , 2007, Proceedings of the National Academy of Sciences.

[96]  M. Czisch,et al.  Functional microstates within human REM sleep: first evidence from fMRI of a thalamocortical network specific for phasic REM periods , 2007, The European journal of neuroscience.

[97]  B. Kocsis,et al.  Modulation of Hippocampal Theta Oscillation by Histamine H3 Receptors , 2008, Journal of Pharmacology and Experimental Therapeutics.

[98]  D. Amaral,et al.  The Hippocampal Formation , 2009 .