Variations in Connectivity in the Sensorimotor and Default-Mode Networks During the First Nocturnal Sleep Cycle

Brain Connectivity

Volumn 2, Issue 4, 2012, Pages 177-190

  Wu, Changwei W ^a   Liu, po yu ^b,c   Tsai, Pei Jung ^b   wu, yu Chin ^d,e   Hung, Ching Sui ^f   Tsai, yu Che ^g   Cho, Kuan Hung ^b   Biswal, Bharat B ^h   Chen, Chia ju ^g   Lin, Ching po ^b  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^b NATIONAL YANG MING UNIVERSITY   (Taiwan)

^c HUALIEN ARMED FORCES GENERAL HOSPITAL   (Taiwan)

^d CHENG HSIN GENERAL HOSPITAL   (Taiwan)

^e NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^f TAIPEI VETERANS GENERAL HOSPITAL   (Taiwan)

^g KAOHSIUNG MEDICAL UNIVERSITY   (Taiwan)

^h RUTGERS NEW JERSEY MEDICAL SCHOOL   (United States)

Author keywords

default mode network; functional connectivity; sensorimotor network; sleep; spontaneous low frequency fluctuation

Indexed keywords

EID: 85009475334     PISSN: 21580014     EISSN: 21580022     Source Type: Journal    
DOI: 10.1089/brain.2012.0075     Document Type: Article

References (53)

1. Aserinsky E, Kleitman N. 1953. Regularly occurring periods of eye motility, and concomitant phenomena, during sleep. Science 118:273-274.
2. Badre D, Wagner AD. 2004. Selection, integration, and conflict monitoring; assessing the nature and generality of prefrontal cognitive control mechanisms. Neuron 41:473-487.
3. Balkin T.J., Braun A.R., Wesensten N.J., Jeffries K, Varga M, Baldwin P, Belenky G, Herscovitch P. 2002. The process of awakening: a PET study of regional brain activity patterns mediating the re-establishment of alertness and consciousness. Brain 125:2308-2319.
4. Bass J, Takahashi JS. 2010. Circadian integration of metabolism and energetics. Science 330:1349-1354.
5. Bastien CH. 2011. Insomnia: neurophysiological and neuropsychological approaches. Neuropsychol Rev 21:22-40.
6. Boly M, Balteau E, Schnakers C, Degueldre C, Moonen G, Luxen A, Phillips C, Peigneux P, Maquet P, Laureys S. 2007. Baseline brain activity fluctuations predict somatosensory perception in humans. Proc Natl Acad Sci U S A 104:12187-12192.
7. Boly M, Perlbarg V, Marrelec G, Manuel S, Laureys S, Doyon J, Pãlãgrini-Issac M, Maquet P, Benali H. 2012. Hierarchical clustering of brain activity during human nonrapid eye movement sleep. Proc Natl Acad Sci U S A 109:5856-5861.
8. Boly M, Phillips C, Balteau E, Schnakers C, Degueldre C, Moonen G, Luxen A, Peigneux P, Faymonville M-E, Maquet P, et al. 2008a. Consciousness and cerebral baseline activity fluctuations. Hum Brain Mapp 29:868-874.
9. Boly M, Phillips C, Tshibanda L, Vanhaudenhuyse A, Schabus M, Dang-Vu T.T., Moonen G, Hustinx R, Maquet P, Laureys S. 2008b. Intrinsic brain activity in altered states of consciousness: how conscious is the default mode of brain function? Ann N Y Acad Sci 1129:119-129.
10. Boveroux P, Vanhaudenhuyse A, Bruno M-A, Noirhomme Q, Lauwick S, Luxen A, Degueldre C, Plenevaux A, Schnakers C, Phillips C, et al. 2010. Breakdown of within- and between-network resting state functional magnetic resonance imaging connectivity during propofol-induced loss of consciousness. Anesthesiology 113:1038-1053.
11. Broughton R. 1968. Sleep disorders: disorders of arousal? Science 159:1070-1078.
12. Cheyne JA. 2002. Situational factors affecting sleep paralysis and associated hallucinations: position and timing effects. J Sleep Res 11:169-177.
13. Chugh D, Weaver T, Dinges D. 1996. Neurobehavioral consequences of arousals. Sleep 19:S198-S201.
14. Cole D.M., Smith S.M., Beckmann CF. 2010. Advances and pitfalls in the analysis and interpretation of resting-state FMRI data. Front Syst Neurosci 4:8.
15. Dang-Vu T.T., Desseilles M, Petit D, Mazza S, Montplaisir J, Maquet P. 2007. Neuroimaging in sleep medicine. Sleep Med 8:349-372.
16. Dang-Vu T.T., Schabus M, Desseilles M, Albouy G, Boly M, Darsaud A, Gais S, Rauchs G, Sterpenich V, Vandewalle G, et al. 2008. Spontaneous neural activity during human slow wave sleep. Proc Natl Acad Sci U S A 105:15160-15165.
17. Destexhe A, Hughes S.W., Rudolph M, Crunelli V. 2007. Are corticothalamic “up” states fragments of wakefulness? Trends Neurosci 30:334-342.
18. Dworak M, McCarley R.W., Kim T, Kalinchuk A.V., Basheer R. 2010. Sleep and brain energy levels: ATP changes during sleep. J Neurosci 30:9007-9016.
19. Eichele T, Debener S, Calhoun V.D., Specht K, Engel A.K., Hugdahl K, von Cramon D.Y., Ullsperger M. 2008. Prediction of human errors by maladaptive changes in event-related brain networks. Proc Natl Acad Sci U S A 105:6173-6178.
20. Ferrara M, Curcio G, Fratello F, Moroni F, Marzano C, Pellicciari M.C., Gennaro LD. 2006. The electroencephalographic substratum of the awakening. Behav Brain Res 167:237-244.
21. Ferrara M, De Gennaro L, Bertini M. 2000. Time-course of sleep inertia upon awakening from nighttime sleep with different sleep homeostasis conditions. Aviat Space Environ Med 71:225-229.
22. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M, van Essen D.C., Raichle ME. 2005. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 102:9673-9678.
23. Glover GH. 1999. 3D z-shim method for reduction of susceptibility effects in BOLD fMRI. Magn Reson Med 42:290-299.
24. Gujar N, Yoo S-S, Hu P, Walker MP. 2011. Sleep deprivation amplifies reactivity of brain reward networks, biasing the appraisal of positive emotional experiences. J Neurosci 31:4466-4474.
25. Hofle N, Paus T, Reutens D, Fiset P, Gotman J, Evans A.C., Jones BE. 1997. Regional cerebral blood flow changes as a function of delta and spindle activity during slow wave sleep in humans. J Neurosci 17:4800-4808.
26. Horovitz S.G., Braun A.R., Carr W.S., Picchioni D, Balkin T.J., Fukunaga M, Duyn JH. 2009. Decoupling of the brain's default mode network during deep sleep. Proc Natl Acad Sci U S A 106:11376-11381.
27. Horovitz S.G., Fukunaga M, de Zwart J.A., van Gelderen P, Fulton S.C., Balkin T.J., Duyn JH. 2008. Low frequency BOLD fluctuations during resting wakefulness and light sleep: a simultaneous EEG-fMRI study. Hum Brain Mapp 29:671-682.
28. Iber C, Ancoli-Israel S, Chesson A, Quan S, for the American Academy of Sleep Medicine. 2007. The AASM manual for the scoring of sleep and associated events: rules, terminology and technical specifications, 1st ed. Westchester, IL: American Academy of Sleep Medicine.
29. Kajimura N, Uchiyama M, Takayama Y. 1999. Activity of midbrain reticular formation and neocortex during the progression of human non-rapid eye movement sleep. J Neurosci 19:10065-10073.
30. Kannurpatti S.S., Biswal BB. 2008. Detection and scaling of task-induced fMRI-BOLD response using resting state fluctuations. Neuroimage 40:1567-1574.
31. Larson-Prior L.J., Zempel J.M., Nolan T.S., Prior F.W., Snyder A.Z., Raichle ME. 2009. Cortical network functional connectivity in the descent to sleep. Proc Natl Acad Sci U S A 106:4489-4494.
32. Liu W-C, Flax J.F., Guise K.G., Sukul V, Benasich AA. 2008. Functional connectivity of the sensorimotor area in naturally sleeping infants. Brain Res 1223:42-49.
33. Lubin A, Hord D, Tracy M. 1976. Effects of exercise, bedrest and napping on performance decrement during 40 hours. Psychophysiology 13:334-339.
34. Mantini D, Perrucci M.G., del Gratta C, Romani G.L., Corbetta M. 2007. Electrophysiological signatures of resting state networks in the human brain. Proc Natl Acad Sci U S A 104:13170-13175.
35. Maquet P, Dive D, Salmon E, Sadzot B, Franco G, Poirrier R, von Frenckell R, Franck G. 1990. Cerebral glucose utilization during sleep-wake cycle in man determined by positron emission tomography and [18F]2-fluoro-2-deoxy-D-glucose method. Brain Res 513:136-143.
36. Marzano C, Ferrara M, Moroni F, De Gennaro L. 2011. Electroencephalographic sleep inertia of the awakening brain. Neuroscience 176:308-317.
37. Massimini M, Ferrarelli F, Huber R, Esser S.K., Singh H, Tononi G. 2005. Breakdown of cortical effective connectivity during sleep. Science 309:2228-2232.
38. Miyauchi S, Misaki M, Kan S, Fukunaga T, Koike T. 2009. Human brain activity time-locked to rapid eye movements during REM sleep. Exp Brain Res 192:657-667.
39. Mullington J, Broughton R. 1994. Daytime sleep inertia in narcolepsy-cataplexy. Sleep 17:69-76.
40. Orff H.J., Drummond SPA, Nowakowski S, Perils ML. 2007. Discrepancy between subjective symptomatology and objective neuropsychological performance in insomnia. Sleep 30:1205-1211.
41. Owen A.M., Coleman MR. 2008. Functional neuroimaging of the vegetative state. Nat Rev Neurosci 9:235-243.
42. Payne JD. 2011. Sleep on it!: stabilizing and transforming memories during sleep. Nat Neurosci 14:272-274.
43. Peltier S.J., Kerssens C, Hamann S.B., Sebel P.S., Byas-Smith M, Hu X. 2005a. Functional connectivity changes with concentration of sevoflurane anesthesia. Neuroreport 16:285-288.
44. Peltier S.J., LaConte S.M., Niyazov D.M., Liu J.Z., Sahgal V, Yue G.H., Hu XP. 2005b. Reductions in interhemispheric motor cortex functional connectivity after muscle fatigue. Brain Res 1057:10-16.
45. Pyka M, Burgmer M, Lenzen T, Pioch R, Dannlowski U, Pfleiderer B, Ewert A.W., Heuft G, Arolt V, Konrad C. 2011. Brain correlates of hypnotic paralysis-a resting-state fMRI study. Neuroimage 56:2173-2182.
46. Sãmann P.G., Wehrle R, Hoehn D, Spoormaker V.I., Peters H, Tully C, Holsboer F, Czisch M. 2011. Development of the brain's default mode network from wakefulness to slow wave sleep. Cereb Cortex 21:2082-2093.
47. Schabus M, Dang-Vu T.T., Albouy G, Balteau E, Boly M, Carrier J, Darsaud A, Degueldre C, Desseilles M, Gais S, et al. 2007. Hemodynamic cerebral correlates of sleep spindles during human non-rapid eye movement sleep. Proc Natl Acad Sci U S A 104:13164-13169.
48. Schlãsser RGM, Wagner G, Sauer H. 2006. Assessing the working memory network: studies with functional magnetic resonance imaging and structural equation modeling. Neuroscience 139:91-103.
49. Song X-W, Dong Z-Y, Long X-Y, Li S-F, Zuo X-N, Zhu C-Z, He Y, Yan C-G, Zang Y-F. 2011. REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS One 6:e25031.
50. Spoormaker V.I., Schrãter M.S., Gleiser P.M., Andrade K.C., Dresler M, Wehrle R, Sãmann P.G., Czisch M. 2010. Development of a large-scale functional brain network during human non-rapid eye movement sleep. J Neurosci 30:11379-11387.
51. Tassi P, Muzet A. 2000. Sleep inertia. Sleep Med Rev 4:341-353.
52. Walker M.P., Stickgold R. 2006. Sleep, memory, and plasticity. Annu Rev Psychol 57:139-166.
53. Wu C.W., Gu H, Lu H, Stein E.A., Chen J-H, Yang Y. 2008. Frequency specificity of functional connectivity in brain networks. Neuroimage 42:1047-1055.