Long-Lasting Novelty-Induced Neuronal Reverberation during Slow-Wave Sleep in Multiple Forebrain Areas

The discovery of experience-dependent brain reactivation during both slow-wave (SW) and rapid eye-movement (REM) sleep led to the notion that the consolidation of recently acquired memory traces requires neural replay during sleep. To date, however, several observations continue to undermine this hypothesis. To address some of these objections, we investigated the effects of a transient novel experience on the long-term evolution of ongoing neuronal activity in the rat forebrain. We observed that spatiotemporal patterns of neuronal ensemble activity originally produced by the tactile exploration of novel objects recurred for up to 48 h in the cerebral cortex, hippocampus, putamen, and thalamus. This novelty-induced recurrence was characterized by low but significant correlations values. Nearly identical results were found for neuronal activity sampled when animals were moving between objects without touching them. In contrast, negligible recurrence was observed for neuronal patterns obtained when animals explored a familiar environment. While the reverberation of past patterns of neuronal activity was strongest during SW sleep, waking was correlated with a decrease of neuronal reverberation. REM sleep showed more variable results across animals. In contrast with data from hippocampal place cells, we found no evidence of time compression or expansion of neuronal reverberation in any of the sampled forebrain areas. Our results indicate that persistent experience-dependent neuronal reverberation is a general property of multiple forebrain structures. It does not consist of an exact replay of previous activity, but instead it defines a mild and consistent bias towards salient neural ensemble firing patterns. These results are compatible with a slow and progressive process of memory consolidation, reflecting novelty-related neuronal ensemble relationships that seem to be context- rather than stimulus-specific. Based on our current and previous results, we propose that the two major phases of sleep play distinct and complementary roles in memory consolidation: pretranscriptional recall during SW sleep and transcriptional storage during REM sleep.

[1]  K. M. Dallenbach,et al.  Obliviscence During Sleep and Waking. , 1924 .

[2]  George E. Clark The organization of behavior: A neuropsychological theory. D. O. Hebb. John Wiley And Sons, Inc., New York, 1949, 335 pages, 19 illustrations, 288 references. $4.00. , 1950 .

[3]  J. Knott The organization of behavior: A neuropsychological theory , 1951 .

[4]  K. Kleist Brain and psyche. , 1952, The Journal of nervous and mental disease.

[5]  W. Scoville,et al.  LOSS OF RECENT MEMORY AFTER BILATERAL HIPPOCAMPAL LESIONS , 1957, Journal of neurology, neurosurgery, and psychiatry.

[6]  [Stimulation experiments on the function of putamen in the cat]. , 1968, Journal fur Hirnforschung.

[7]  R. Nowak,et al.  Walker's mammals of the world , 1968 .

[8]  Stephen Schacher,et al.  Behavioral Analysis of Mammalian Sleep and Learning , 2015, Perspectives in biology and medicine.

[9]  W R Schmidek,et al.  Phases and states of sleep in the rat. , 1970, Physiology & behavior.

[10]  W. Köhler Gestalt Psychology: An Introduction to New Concepts in Modern Psychology , 1970 .

[11]  W. Fishbein,et al.  Disruptive effects of rapid eye movement sleep deprivation on long-term memory. , 1971, Physiology & behavior.

[12]  F. Craik,et al.  Levels of Pro-cessing: A Framework for Memory Research , 1975 .

[13]  C. Pearlman,et al.  REM sleep deprivation impairs bar-press acquisition in rats. , 1974, Physiology & behavior.

[14]  J. O’Keefe Place units in the hippocampus of the freely moving rat , 1976, Experimental Neurology.

[15]  D. Simons Response properties of vibrissa units in rat SI somatosensory neocortex. , 1978, Journal of neurophysiology.

[16]  M. Mishkin Memory in monkeys severely impaired by combined but not by separate removal of amygdala and hippocampus , 1978, Nature.

[17]  F. Craik,et al.  Levels of Processing in Human Memory , 1979 .

[18]  Priyattam J. Shiromani,et al.  Paradoxical sleep and memory: Long-term disruptive effects of anisomycin , 1980, Pharmacology Biochemistry and Behavior.

[19]  J. M. Novak,et al.  Serial position curve in rats: role of the dorsal hippocampus. , 1982, Science.

[20]  Carlyle Smith,et al.  Paradoxical sleep at selective times following training is necessary for learning , 1982, Physiology & Behavior.

[21]  G. Paxinos,et al.  The Rat Brain in Stereotaxic Coordinates , 1983 .

[22]  A. W. Melton,et al.  The influence of degree of interpolated learning on retroactive inhibition and the overt transfer of specific responses. By Arthur W. Melton, Jean McQueen Irwin, 1940. , 1940, The American journal of psychology.

[23]  Carlyle Smith,et al.  Paradoxical sleep deprivation applied two days after end of training retards learning , 1988, Physiology & Behavior.

[24]  C. Pavlides,et al.  Influences of hippocampal place cell firing in the awake state on the activity of these cells during subsequent sleep episodes , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[25]  L. Squire Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. , 1992, Psychological review.

[26]  G. Tononi,et al.  Immediate‐early genes in spontaneous wakefulness and sleep: expression of c‐fos and NGFI‐A mRNA and protein , 1994, Journal of sleep research.

[27]  A. Karni,et al.  Dependence on REM sleep of overnight improvement of a perceptual skill. , 1994, Science.

[28]  B. McNaughton,et al.  Reactivation of hippocampal ensemble memories during sleep. , 1994, Science.

[29]  B. McNaughton,et al.  Replay of Neuronal Firing Sequences in Rat Hippocampus During Sleep Following Spatial Experience , 1996, Science.

[30]  J. R. Rosenberg,et al.  An extended difference of coherence test for comparing and combining several independent coherence estimates: theory and application to the study of motor units and physiological tremor , 1997, Journal of Neuroscience Methods.

[31]  B. McNaughton,et al.  Memory reprocessing in corticocortical and hippocampocortical neuronal ensembles. , 1997, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[32]  J. Büttner-Ennever The Rat Brain in Stereotaxic Coordinates, 3rd edn. By George Paxinos and Charles Watson. (Pp. xxxiii+80; illustrated; £$69.95 paperback; ISBN 0 12 547623; comes with CD‐ROM.) San Diego: Academic Press. 1996. , 1997 .

[33]  I. Izquierdo,et al.  Memory Formation: The Sequence of Biochemical Events in the Hippocampus and Its Connection to Activity in Other Brain Structures , 1997, Neurobiology of Learning and Memory.

[34]  Miguel A. L. Nicolelis,et al.  Methods for Simultaneous Multisite Neural Ensemble Recordings in Behaving Primates , 1998 .

[35]  B. McNaughton,et al.  Reactivation of Hippocampal Cell Assemblies: Effects of Behavioral State, Experience, and EEG Dynamics , 1999, The Journal of Neuroscience.

[36]  B. Bontempi,et al.  Time-dependent reorganization of brain circuitry underlying long-term memory storage , 1999, Nature.

[37]  J. Csicsvari,et al.  Replay and Time Compression of Recurring Spike Sequences in the Hippocampus , 1999, The Journal of Neuroscience.

[38]  C. I. Connolly,et al.  Building neural representations of habits. , 1999, Science.

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

[40]  D. Margoliash,et al.  Song replay during sleep and computational rules for sensorimotor vocal learning. , 2000, Science.

[41]  G. Lawton Why do we sleep? , 2000, Nature Neuroscience.

[42]  Axel Cleeremans,et al.  Experience-dependent changes in cerebral activation during human REM sleep , 2000, Nature Neuroscience.

[43]  J. Hobson,et al.  Visual discrimination learning requires sleep after training , 2000, Nature Neuroscience.

[44]  S. Datta Avoidance Task Training Potentiates Phasic Pontine-Wave Density in the Rat: A Mechanism for Sleep-Dependent Plasticity , 2000, The Journal of Neuroscience.

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

[46]  Christopher R. Stambaugh,et al.  Encoding of Tactile Stimulus Location by Somatosensory Thalamocortical Ensembles , 2000, The Journal of Neuroscience.

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

[48]  B L McNaughton,et al.  Reactivation of hippocampal ensemble activity patterns in the aging rat. , 2001, Behavioral neuroscience.

[49]  S Laureys,et al.  Experience-dependent changes in cerebral functional connectivity during human rapid eye movement sleep , 2001, Neuroscience.

[50]  S. Ribeiro,et al.  Induction of Hippocampal Long-Term Potentiation during Waking Leads to Increased Extrahippocampal zif-268 Expression during Ensuing Rapid-Eye-Movement Sleep , 2002, The Journal of Neuroscience.

[51]  Steven Laureys,et al.  Sleep and Motor Skill Learning , 2002, Neuron.

[52]  B L McNaughton,et al.  Coordinated Reactivation of Distributed Memory Traces in Primate Neocortex , 2002, Science.

[53]  Albert K. Lee,et al.  Memory of Sequential Experience in the Hippocampus during Slow Wave Sleep , 2002, Neuron.

[54]  H. Nusbaum,et al.  Consolidation during sleep of perceptual learning of spoken language , 2003, Nature.

[55]  Sidarta Ribeiro,et al.  Recent Evidence of Memory Processing in Sleep , 2003 .

[56]  Steven Laureys,et al.  Learned material content and acquisition level modulate cerebral reactivation during posttraining rapid-eye-movements sleep , 2003, NeuroImage.

[57]  Pierre Maquet,et al.  Sleep and brain plasticity , 2003 .

[58]  K. Nakayama,et al.  Sleep-dependent learning: a nap is as good as a night , 2003, Nature Neuroscience.

[59]  F. Craik,et al.  Levels of Processing : A Framework for Memory Research 1 , 2005 .