Evidence for 2-stage models of sleep and memory: Learning-dependent changes in spindles and theta in rats
Abstract
What processes are involved in the formation of enduring memory traces? Sleep has been proposed to play a role in memory consolidation and the present study provides evidence to support 2-stage models of sleep and memory including both non-rapid eye movement (NREM) and rapid eye movement (REM) sleep. Previous research has shown REM sleep increases following avoidance learning and memory is impaired if REM deprivation occurs during these post-training periods indicating that REM sleep may have a role in memory consolidation processes. These discrete post-training periods have been termed REM sleep windows (RSWs). It is not known whether the electroencephalogram has unique characteristics during the RSW. Further investigation of the RSW was one of the primary goals of this study. We investigated the epidural-recorded electrophysiological learning-related changes following avoidance training in rats. Theta power increased in the learning group during the RSW, suggesting that theta is involved in memory consolidation during this period. Sleep spindles subsequently increased in slow wave sleep (SWS). The results suggest that both NREM and REM sleep are involved in sleep-dependent memory consolidation, and provide support for existing 2-stage models. Perhaps first theta increases to organize and consolidate material via hippocampal-neocortical dialogue, followed by subsequent refinement in the cortex by spindles during SWS.
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Rats showed increased theta activity during REM sleep after training on an avoidance task.
“Rats showed increased theta activity during REM sleep after training on an avoidance task (397).”
From About Sleep's Role in Memory (2013) · cites this paper as [397]
In rats, learning-dependent increases in sleep spindles occurred only in those that successfully learned the task, and these increases were positively correlated with post-sleep improvements in performance.
“However, learning-dependent increases in sleep spindles only occurred in rats that successfully learned the task, and these increases were positively correlated with post-sleep improvements in performance.”
From About Sleep's Role in Memory (2013) · cites this paper as [397]
In rats, elevated baseline spindles predicted poor performance on a two-way shuttle box avoidance task.
“Contrasting with the findings in healthy humans, elevated baseline spindles predicted poor performance on a two-way shuttle box avoidance task in rats (397).”
From About Sleep's Role in Memory (2013) · cites this paper as [397]
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References 45 · Cited by 80
- Authors
- Fogel, S. M., Smith, C. T., & Beninger, R. J.
- Affiliations
- Queen's University (CA)
- Trent University (CA)
- Corresponding author
- Beninger, Richard J.
- Venue
- Brain Research Bulletin
- Publisher
- Elsevier BV
- Published
- 2009-08
- Volume
- 79
- Issue
- 6
- Pages
- 445-451
- ISSN
- 0361-9230 (ISSN-L)
- OpenAlex
- W1973848754
- Cited by
- 80
- References
- 45
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 3 · 2023: 1 · 2022: 4 · 2021: 3 · 2020: 4 · 2019: 7 · 2018: 5 · 2017: 10 · 2016: 5 · 2015: 7 · 2014: 6 · 2013: 6
- FWCI
- 2.42
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Brain Research Bulletin (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Natural Sciences and Engineering Research Council of Canada
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Keywords
- sleep-dependent memory consolidation, sleep spindles, slow-wave sleep, theta power, avoidance learning, NREM sleep, REM sleep
- MeSH terms
- Analysis of Variance, Animals, Avoidance Learning, Brain, Male, Memory, Models, Neurological, Sleep, Sleep, REM, Theta Rhythm, Time Factors, Wakefulness, Rats, Sprague-Dawley, Rats
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