Dynamics of sleep–wake cyclicity in developing rats
Open accessAbstract
Adult mammals cycle between periods of sleep and wakefulness. Recent assessments of these cycles in humans and other mammals indicate that sleep bout durations exhibit an exponential distribution, whereas wake bout durations exhibit a power-law distribution. Moreover, it was found that wake bout distributions, but not sleep bout distributions, exhibit scale invariance across mammals of different body sizes. Here we test the generalizability of these findings by examining the distributions of sleep and wake bout durations in infant rats between 2 and 21 days of age. In agreement with Lo et al., we find that sleep bout durations exhibit exponential distributions at all ages examined. In contrast, however, wake bout durations also exhibit exponential distributions at the younger ages, with a clear power-law distribution only emerging at the older ages. Further analyses failed to find substantial evidence either of short- or long-term correlations in the data, thus suggesting that the durations of current sleep and wake bouts evolve through time without memory of the durations of preceding bouts. These findings further support the notion that bouts of sleep and wakefulness are regulated independently. Moreover, in light of recent evidence that developmental changes in sleep and wake bouts can be attributed in part to increasing forebrain influences, these findings suggest the possibility of identifying specific neural circuits that modulate the changing complexity of sleep and wake dynamics during development.
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In developing rats, waking bout durations do not switch to the adult, power law distribution until about postnatal day 15.
“and waking bout durations do not switch to the adult, power law distribution until about postnatal day 15 (Blumberg et al., 2005).”
From Biological rhythms, higher brain function, and behavior: Gaps, opportunities, and challenges (2009) · cites this paper as Blumberg et al., 2005
In developing rats, at postnatal day 2, both sleep and waking bout durations distribute in an exponential pattern.
“In studies of developing rats, however, at postnatal day 2, both sleep and waking bout durations distribute in an exponential pattern”
From Biological rhythms, higher brain function, and behavior: Gaps, opportunities, and challenges (2009) · cites this paper as Blumberg et al., 2005
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Principles and Practice of Sleep Medicine
Kryger, M. H., Roth, T. G., & Dement, W. C. (2011) · Elsevier eBooks · doi:10.1016/c2009-0-59875-3 · Cited by 5,118 · see citing works
A neural circuit for circadian regulation of arousal
Aston-Jones, G., Chen, S., Zhu, Y., & Oshinsky, M. L. (2001) · Nature Neuroscience · doi:10.1038/89522 · Cited by 632 · see citing works
Global Forebrain Dynamics Predict Rat Behavioral States and Their Transitions
Gervasoni, D., Lin, S., Ribeiro, S. T. G., Soares, E. S., Pantoja, J., & Nicolelis, M. A. L. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.3524-04.2004 · Cited by 323 · see citing works
Sleep Characteristics of Infants
Kleitman, N., & Engelmann, T. G. (1953) · Journal of Applied Physiology · doi:10.1152/jappl.1953.6.5.269 · Cited by 290 · see citing works
Common scale-invariant patterns of sleep–wake transitions across mammalian species
Lo, C., Chou, T. C., Penzel, T., Scammell, T. E., Strecker, R. E., Stanley, E., & Ivanov, P. C. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0408242101 · Cited by 258 · see citing works
Fractal renewal processes generate 1/fnoise
Lowen, S. B., & Teich, M. C. (1993) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.47.992 · Cited by 203 · see citing works
Self-citationDynamics of sleep-wake transitions during sleep
Lo, C., Amaral, L. A. N., Havlin, S., et al. (2002) · Europhysics Letters (EPL) · doi:10.1209/epl/i2002-00508-7 · Cited by 192 · see citing works
The Neural Substrates of Infant Sleep in Rats
Karlsson, K. Æ., Gall, A. J., Mohns, E. J., Seelke, A. M. H., & BLUMBERG, M. S. (2005) · PLoS Biology · doi:10.1371/journal.pbio.0030143 · Cited by 130 · see citing works
Self-citationThe development of the EEG in the rat
Gramsbergen, A. (1976) · Developmental Psychobiology · doi:10.1002/dev.420090604 · Cited by 119 · see citing works
Effects of sleep deprivation in neonatal rats
Frank, M. G., Morrissette, R. N., & Heller, H. C. (1998) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1998.275.1.r148 · Cited by 83 · see citing works
Extraocular muscle activity, rapid eye movements and the development of active and quiet sleep
Seelke, A. M. H., Karlsson, K. Æ., Gall, A. J., & BLUMBERG, M. S. (2005) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2005.04322.x · Cited by 66 · see citing works
Self-citationHypothalamic contribution to sleep–wake cycle development
Karlsson, K. Æ., Kreider, J. C., & BLUMBERG, M. S. (2003) · Neuroscience · doi:10.1016/j.neuroscience.2003.09.025 · Cited by 65 · see citing works
Self-citationThe union of the state: Myoclonic twitching is coupled with nuchal muscle atonia in infant rats.
Karlsson, K. �., & Blumberg, M. S. (2002) · Behavioral Neuroscience · doi:10.1037//0735-7044.116.5.912 · Cited by 59 · see citing works
Self-citationDevelopment of diurnal organization of EEG slow-wave activity and slow-wave sleep in the rat
Frank, M. G., & Heller, H. C. (1997) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1997.273.2.r472 · Cited by 59 · see citing works
Active medullary control of atonia in week-old rats
Karlsson, K. Æ., & BLUMBERG, M. S. (2004) · Neuroscience · doi:10.1016/j.neuroscience.2004.09.002 · Cited by 55 · see citing works
Self-citationThe union of the state: Myoclonic twitching is coupled with nuchal muscle atonia in infant rats.
Karlsson, K. Æ., & Blumberg, M. S. (2002) · Behavioral Neuroscience · doi:10.1037/0735-7044.116.5.912 · Cited by 54 · see citing works
Self-citationHolditch‐Davis, D., Edwards, L. J., & Helms, R. W. (1998) · Physiology & Behavior · doi:10.1016/s0031-9384(97)00459-9 · Cited by 47 · see citing works
Lowen, S. B., & Teich, M. C. (1993) · IEEE Transactions on Information Theory · doi:10.1109/18.259653 · Cited by 30 · see citing works
Self-citationA Two-State Stochastic Model of REM Sleep Architecture in the Rat
Gregory, G. G., & Cabeza, R. D. J. (2002) · Journal of Neurophysiology · doi:10.1152/jn.00861.2001 · Cited by 26 · see citing works
Thermal and Nutritional Modulation of Sleep in Infant Rats.
Seelke, A. M. H., & Blumberg, M. S. (2005) · Behavioral Neuroscience · doi:10.1037/0735-7044.119.2.603 · Cited by 25 · see citing works
Self-citationSleep Homeostasis in Infant Rats.
BLUMBERG, M. S., Middlemis‐Brown, J. E., & Johnson, E. D. (2004) · Behavioral Neuroscience · doi:10.1037/0735-7044.118.6.1253 · Cited by 24 · see citing works
Self-citationCorner, M. A., & Bour, H. L. (1984) · Experimental Brain Research · doi:10.1007/bf00235819 · Cited by 23 · see citing works
Anderson, C. M., Mandell, A. J., Selz, K. A., et al. (1998) · Brain Research · doi:10.1016/s0006-8993(98)00008-0 · Cited by 11 · see citing works
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Research works printed but not linked: 1
- [19]Lowen, S. B. & Teich, M. C. (1993) IEEE Trans. Inf. Theory 39, 16691671.
Cited by
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Control of sleep and wakefulness
Brown, R. E., Basheer, R., McKenna, J. T., Strecker, R. E., & McCarley, R. W. (2012) · Physiological Reviews · doi:10.1152/physrev.00032.2011 · Cited by 1,477 · see citing works
Peever, J., & Fuller, P. M. (2017) · Current Biology · doi:10.1016/j.cub.2017.10.026 · Cited by 360 · see citing works
Biological rhythms, higher brain function, and behavior: Gaps, opportunities, and challenges
Benca, R., Duncan, M. J., Frank, E., McClung, C., Nelson, R. J., & Vicentic, A. (2009) · Brain Research Reviews · doi:10.1016/j.brainresrev.2009.09.005 · Cited by 125 · see citing works
Colonnese, M. T., & Khazipov, R. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.4995-09.2010 · Cited by 107 · see citing works
Probabilistic sleep architecture models in patients with and without sleep apnea
BIANCHI, M. T., EISEMAN, N. A., CASH, S. S., MIETUS, J., PENG, C., & THOMAS, R. J. (2012) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2011.00937.x · Cited by 44 · see citing works
Gall, A. J., Todd, W. D., Ray, B., Coleman, C. M., & Blumberg, M. S. (2008) · Journal of Biological Rhythms · doi:10.1177/0748730408316954 · Cited by 23 · see citing works
- Authors
- Blumberg, M. S., Seelke, A. M. H., Lowen, S. B., & Karlsson, K. Æ.
- Affiliations
- University of Iowa (US)
- Corresponding author
- Blumberg, Mark S.
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2005-09-28
- Volume
- 102
- Issue
- 41
- Pages
- 14860-14864
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC1253573
- OpenAlex
- W2160093112
- Cited by
- 160
- References
- 23
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 10 · 2023: 7 · 2022: 3 · 2021: 5 · 2020: 7 · 2019: 6 · 2018: 7 · 2017: 6 · 2016: 9 · 2015: 12 · 2014: 3 · 2013: 11 · 2012: 13
- FWCI
- 3.48
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (K02MH066424, R01MH050701, MH50701, MH66424, R29MH050701)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Keywords
- sleep-wake cycle, sleep bout duration, infant rats, power-law distribution, exponential distribution, scale invariance, forebrain development, sleep-wake dynamics, neural circuits
- MeSH terms
- Age Factors, Animals, Animals, Newborn, Circadian Rhythm, Female, Male, Models, Theoretical, Sleep, Time Factors, Wakefulness, Rats
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