Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2014 Jul 8.
Published in final edited form as: Curr Top Med Chem. 2011;11(19):2390–2391. doi: 10.2174/156802611797470295

Local Use-Dependent Sleep

James M Krueger 1,*, Jonathan P Wisor 1,*
PMCID: PMC4086182  NIHMSID: NIHMS597524  PMID: 22181666

INTRODUCTION

A new view of the brain organization of sleep has initiated a paradigm shift in sleep research. The new paradigm views sleep as an emergent property of the collective output of smaller functional units within the brain [1-4]. State oscillations between two or more patterns of neuronal activity, one exhibiting properties of sleep and another properties of wakefulness, occur within small neuronal networks (also called neuronal assemblies or neuronal groups) such as cortical columns [5]. The sleep-like state of neuronal networks shares many properties of whole organism sleep, including homeostasis, activity-dependence, and altered or impaired functioning in pathological conditions. State oscillations also occur within individual neurons, e.g. up- and down-states, and may contribute to network oscillations [6]. This view of sleep being initiated at a local level in response to local brain activity stands in contrast to the prevailing view that sleep is imposed on the brain by sleep regulatory networks. There are multiple reviews and books devoted to the latter idea [7-11]. In contrast, the local use-dependent view of sleep has yet to be the subject of an integrated journal issue.

The new local sleep paradigm is derived from many disciplines and research approaches. Clinical observations by neurologists indicated that patients behaved at times as if they were partially awake and partially asleep [12]. The developmental literature demonstrated use-dependency of the regional development of EEG patterns [13] and sleep-dependency of local plastic events [14, 15]. The learning and memory literature showed that specific learning-associated neuronal firing patterns are repeated during subsequent sleep in neural structures necessary for learning [16]; these data provide evidence for both use-dependence and local tuning of sleep-related neuronal activity. The comparative animal literature described EEG patterns indicative of half of the brain being asleep and half being awake in marine mammals [17, 18]. Human studies involving either multiple electrode EEG techniques or various imaging methods concluded that within the brain sleep unfolds regionally [19, 20]. Experimental imaging studies suggested that metabolism in specific brain regions during sleep varies in proportion to their metabolic load during prior waking activity [21, 22]. Clinical imaging studies of patients with insomnia indicated parts of the brain were activated while other parts had lower metabolic rates characteristic of sleep [23]. Electrophysiological studies suggested a local source for EEG slow wave activity [24]. Those working on the biochemistry of sleep regulation provided evidence that cellular production of substances involved in sleep regulation (e.g., adenosine, tumor necrosis factor) are use-dependent, and that they act to induce regional state-specific EEG patterns in proportion to regionally-driven sleep need [2, 25-28]. Excessive activation of discrete locations within the cerebral cortex during waking results in higher EEG delta wave amplitudes during subsequent sleep in these locations relative to nearby areas [29-31].

Characterization of individual cortical columns using evoked response potentials directly demonstrated that the columns oscillate between states resembling sleep and wakefulness in parallel with changes in blood flow [5]. At the theoretical level, state instability and poor performance associated with sleep deprivation can be viewed as a result of an increasing number of neuronal assemblies switching to sleep-like states and thereby reducing the performance fidelity of multiple assemblies needed for the task at hand [32]. Mathematical modeling efforts have contributed to the idea that whole animal sleep is a self-organizing, emergent property of the collective actions of small units in brain [33] – thereby suggesting that sleep is indeed self-organizing and a property of any viable neuronal network.

The model in which sleep is imposed on the brain by subcortical sleep regulatory centers is of limited utility in explaining many sleep-related phenomena, including homeo-static regulation of sleep slow-wave activity, sleep inertia, parasomnias, sleep loss-induced performance decrements and sleep reorganization after brain lesions. The paradigm represented by the articles in this issue offers testable hypotheses for the mechanisms underlying these phenomena Despite the significant potential of and the extensive experimental support for the new paradigm, and the fact that almost all of those responsible for these developments remain professionally active, there has not been a collection of essays focused on the new paradigm and its clinical and neuro-biological manifestations.

In this issue, many of those who contributed to the foundations of change review their observations within the context of the current literature and reflect on the consequences of their work for clinical and experimental biomedical science.

ACKNOWLEDGEMENTS

This work was supported in part by grants from the National Institutes of Health, NS025378 (to JK), NS031453 (to JK) and NS070734 (to JW) and by the Defense Advanced Research Projects Agency grant # N66001-09-1-2117 (to JW).

REFERENCES

  • 1.Krueger JM, Obál F. A neuronal group theory of sleep function. J Sleep Res. 1993;2:63–69. doi: 10.1111/j.1365-2869.1993.tb00064.x. [DOI] [PubMed] [Google Scholar]
  • 2.Krueger JM, Rector DM, Roy S, Van Dongen HP, Belenky G, Panksepp J. Sleep as a fundamental property of neuronal assemblies. Nat. Rev. Neurosci. 2008;9:910–919. doi: 10.1038/nrn2521. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Kavanau JL. Sleep and dynamic stabilization of neural circuitry: A review and synthesis. Behav. Brain Res. 1994;63:111–126. doi: 10.1016/0166-4328(94)90082-5. [DOI] [PubMed] [Google Scholar]
  • 4.Benington J, Heller HC. Restoration of brain energy metabolism as the function of sleep. Prog. Neurobiol. 1995;45:347–360. doi: 10.1016/0301-0082(94)00057-o. [DOI] [PubMed] [Google Scholar]
  • 5.Rector DM, Topchiy IA, Carter KM, Rojas MJ. Local functional state differences between rat cortical columns. Brain Res. 2005;1047:45–55. doi: 10.1016/j.brainres.2005.04.002. [DOI] [PubMed] [Google Scholar]
  • 6.Vyazovskiy VV, Olcese U, Lazimy YM, Faraguna U, Esser SK, Williams JC, Cirelli C, Tononi G. Cortical firing and sleep homeostasis. Neuron. 2009;63:865–878. doi: 10.1016/j.neuron.2009.08.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.McGinty D, Szymusiak R. Hypothalamic regulation of sleep and arousal. Front. Biosci. 2003;8:d1074–d1083. doi: 10.2741/1159. [DOI] [PubMed] [Google Scholar]
  • 8.Saper CB, Scammell TE, Lu J. Hypothalamic regulation of sleep and circadian rhythms. Nature. 2005;437:1257–1263. doi: 10.1038/nature04284. [DOI] [PubMed] [Google Scholar]
  • 9.Jones B. Arousal systems. Front. Biosci. 2003;8:s438–s451. doi: 10.2741/1074. [DOI] [PubMed] [Google Scholar]
  • 10.Datta S, Maclean RR. Neurobiological mechanisms for the regulation of mammalian sleep-wake behavior: Reinterpretation of historical evidence and inclusion of contemporary cellular and molecular evidence. Neurosci. Biobehav. Rev. 2007;31:775–824. doi: 10.1016/j.neubiorev.2007.02.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Szymusiak R, Gvilia I, McGinty D. Hypothalamic control of sleep. Sleep Medicine Adv. Sleep Med. 2007;8:291–301. doi: 10.1016/j.sleep.2007.03.013. [DOI] [PubMed] [Google Scholar]
  • 12.Mahowald MW, Schenck CH. Dissociated states of wakefulness and sleep. Neurology. 1992;42:44–51. [PubMed] [Google Scholar]
  • 13.Miyamoto H, Katagiri H, Hensch T. Experience-dependent slow-wave sleep development. Nat. Neurosci. 2003;6:553–554. doi: 10.1038/nn1064. [DOI] [PubMed] [Google Scholar]
  • 14.Frank MG, Issa NP, Stryker MP. Sleep enhances plasticity in the developing visual cortex. Neuron. 2001;30:275–287. doi: 10.1016/s0896-6273(01)00279-3. [DOI] [PubMed] [Google Scholar]
  • 15.Cottone LA, Adamo D, Squires NK. The effect of unilateral somatosensory stimulation on hemispheric asymmetries during slow wave sleep. Sleep. 2004;27:63–68. doi: 10.1093/sleep/27.1.63. [DOI] [PubMed] [Google Scholar]
  • 16.Louie K, Wilson MA. Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep. Neuron. 2001;29:145–156. doi: 10.1016/s0896-6273(01)00186-6. [DOI] [PubMed] [Google Scholar]
  • 17.Mukhametov LM. Sleep in marine mammals. Expt. Brain Res. 1984;8:227–238. [Google Scholar]
  • 18.Rattenborg NC, Amlaner CJ, Lima SL. Unilateral eye closure and interhemispheric EEG asymmetry during sleep in the pigeon (Columba livia). Brain Behav. Evol. 2001;58:323–332. doi: 10.1159/000057573. [DOI] [PubMed] [Google Scholar]
  • 19.Ferrara M, De Gennaro L, Curcio G, Cristiani R, Bertini M. Interhemispheric asymmetry of human sleep EEG in response to selective slow-wave sleep deprivation. Behav. Neurosci. 2002;116:976–981. doi: 10.1037//0735-7044.116.6.976. [DOI] [PubMed] [Google Scholar]
  • 20.Tononi G, Cirelli C. Sleep function and synaptic homeostasis. Sleep Med. Rev. 2006;10:49–62. doi: 10.1016/j.smrv.2005.05.002. [DOI] [PubMed] [Google Scholar]
  • 21.Maquet P. The role of sleep in learning and memory. Science. 2001;294:1048–1052. doi: 10.1126/science.1062856. [DOI] [PubMed] [Google Scholar]
  • 22.Drummond SP, Brown GG. The effects of total sleep deprivation on cerebral responses to cognitive performance. Neuropsycho-pharmacology. 2001;25:S68–S73. doi: 10.1016/S0893-133X(01)00325-6. [DOI] [PubMed] [Google Scholar]
  • 23.Nofzinger EA, Nissen C, Germain A, Moul D, Hall M, Price JC, Miewald JM, Buysse DJ. Regional cerebral metabolic correlates of WASO during NREM sleep in insomnia. J. Clin. Sleep Med. 2006;2:316–322. [PubMed] [Google Scholar]
  • 24.Steriade M. Impact of network activities on neuronal properties in corticothalamic systems. J. Neurophysiol. 2001;86:1–39. doi: 10.1152/jn.2001.86.1.1. [DOI] [PubMed] [Google Scholar]
  • 25.Yasuda T, Yasuda K, Brown RA, Krueger JM. State-dependent effects of light-dark cycle on somatosensory and visual cortex EEG in rats. Am. J. Physiol. 2005;289:R1083–R1089. doi: 10.1152/ajpregu.00112.2005. [DOI] [PubMed] [Google Scholar]
  • 26.Yasuda K, Churchill L, Yasuda T, Blindheim K, Falter M, Krueger JM. Unilateral cortical application of interleukin-1beta (IL1beta) induces asymmetry in fos, IL1beta and nerve growth factor immunoreactivity: Implications for sleep regulation. Brain Res. 2007;1131:44–59. doi: 10.1016/j.brainres.2006.11.051. [DOI] [PubMed] [Google Scholar]
  • 27.Yoshida H, Peterfi Z, Garcia-Garcia F, Kirkpatrick R, Yasuda T, Krueger JM. State-specific asymmetries in EEG slow wave activity induced by local application of TNFalpha. Brain Res. 2004;1009:129–136. doi: 10.1016/j.brainres.2004.02.055. [DOI] [PubMed] [Google Scholar]
  • 28.Churchill L, Rector DM, Yasuda K, Fix C, Rojas MJ, Yasuda T, Hall SJ, Guan X, Krueger JM. Tumor necrosis factor α: activity dependent expression and promotion of cortical column sleep in rats. Neuroscience. 2008;156:71–80. doi: 10.1016/j.neuroscience.2008.06.066. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Kattler H, Dijk DJ, Borbely AA. Effect of unilateral somato-sensory stimulation prior to sleep on the sleep EEG in humans. J. Sleep Res. 1994;3:159–164. doi: 10.1111/j.1365-2869.1994.tb00123.x. [DOI] [PubMed] [Google Scholar]
  • 30.Vyazovskiy V, Borbely AA, Tobler I. Unilateral vibrissae stimulation during waking induces interhemispheric EEG asymmetry during subsequent sleep in the rat. J. Sleep Res. 2000;9:367–371. doi: 10.1046/j.1365-2869.2000.00230.x. [DOI] [PubMed] [Google Scholar]
  • 31.Huber R, Ghilardi MF, Massimini M, Ferrarelli F, Riedner BA, Peterson MJ, Tononi G. Arm immobilization causes cortical plastic changes and locally decreases sleep slow wave activity. Nat. Neurosci. 2006;9:1169–1176. doi: 10.1038/nn1758. [DOI] [PubMed] [Google Scholar]
  • 32.VanDongen HPA, Belenky G, Krueger JM. A local, bottom-up perspective on sleep deprivation and neurobehavioral performance. Curr. Topic. Med. Chem. 2011 doi: 10.2174/156802611797470286. this volume. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Roy S, Krueger JM, Rector DM, Wan Y. Network models for activity-dependent sleep regulation. J. Theor. Biol. 2008;253:462–468. doi: 10.1016/j.jtbi.2008.03.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Esser SK, Hill SL, Tononi G. Sleep homeostasis and cortical synchronization: I. Modeling the effects of synaptic strength on sleep slow waves. Sleep. 2007;30:1617–1630. doi: 10.1093/sleep/30.12.1617. [DOI] [PMC free article] [PubMed] [Google Scholar]

RESOURCES