Extended remediation of sleep deprived-induced working memory deficits using fMRI-guided transcranial magnetic stimulation

Sleep

Volumn 36, Issue 6, 2013, Pages 857-871

  Luber, Bruce ^a   Steffener, Jason ^c   Tucker, Adrienne ^f   Habeck, Christian ^c   Peterchev, Angel V ^a,d   Deng, Zhi De ^a,e   Basner, Robert C ^c   Stern, Yaakov ^c   Lisanby, Sarah H ^a,b  

^a DUKE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b DUKE UNIVERSITY   (United States)

^c Columbia University ^*  (United States)

^d Duke University   (United States)

^e NONE   (United States)

^f UNIVERSITY OF COLORADO   (United States)

Author keywords

fMRI; Neuroplasticity; Sleep deprivation; TMS; Working memory

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; COGNITION; COMPUTER ASSISTED THERAPY; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DISEASE ASSOCIATION; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; MEMORY DISORDER; MENTAL PERFORMANCE; NERVE CELL PLASTICITY; NORMAL HUMAN; OCCIPITAL CORTEX; PRIORITY JOURNAL; SHAM PROCEDURE; SLEEP DEPRIVATION; TASK PERFORMANCE; THERAPY EFFECT; TRANSCRANIAL MAGNETIC STIMULATION; TREATMENT OUTCOME; WORKING MEMORY;

FMRI; NEUROPLASTICITY; SLEEP DEPRIVATION; TMS; WORKING MEMORY;

BRAIN; FEMALE; FUNCTIONAL NEUROIMAGING; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MEMORY DISORDERS; MEMORY, SHORT-TERM; NEUROPSYCHOLOGICAL TESTS; SLEEP DEPRIVATION; TRANSCRANIAL MAGNETIC STIMULATION; YOUNG ADULT;

EID: 84878424471     PISSN: 01618105     EISSN: 15509109     Source Type: Journal    
DOI: 10.5665/sleep.2712     Document Type: Article

References (62)

1. Hublin C, Kaprio J, Partinen M, Koskenvuo M. Insufficient sleep - a population-based study in adults. Sleep 2001;24:392-400. (Pubitemid 32520812)
2. Dinges DF, Kribbs NB. Performing while sleepy: effects of experimentally induced sleepiness. In: Monk TH, editor. Sleep, sleepiness and performance. New York (NY): John Wiley and Sons, 1991:97-128.
3. Goel N, Rao H, Durmer JS, Dinges DF. Neurocognitive consequences of sleep deprivation. Semin Neurol 2009;29:320-39.
4. Chee MW, Chuah YM. Functional neuroimaging insights into how sleep and sleep deprivation affect memory and cognition. Curr Opin Neurol 2008;21:417-23.
5. Thomas M, Sing H, Belenky G, et al. Neural basis of alertness and cognitive impairments during sleepiness. I. Effects of 24 h of sleep deprivation on waking human regional brain activity. J Sleep Res 2000;9:335-52. (Pubitemid 32050047)
6. Habeck C, Rakitin BC, Moeller J, et al. An event-related fMRI study of the neurobehavioral impact of sleep deprivation on performance of a delayed-match-to-sample task. Cogn Brain Res 2004;18:306-21. (Pubitemid 38114975)
7. Luber B, Kinnunen LH, Rakitin BC, Ellsasser R, Stern Y, Lisanby SH. Facilitation of performance in a working memory task with rTMS stimulation of the precuneus: Frequency and time-dependent effects. Brain Res 2007;1128:120-9. (Pubitemid 46048626)
8. Luber B, Stanford AD, Bulow P, et al. Remediation of sleep-deprivation induced visual working memory impairment with fMRI-guided Transcranial Magnetic Stimulation. Cereb Cortex 2008;18:2077-85.
9. Mottaghy FM, Gangitano M, Sparing R, Pascual-Leone A. Segregation of areas related to visual working memory in the prefrontal cortex revealed by rTMS. Cereb Cortex 2002;12:369-75. (Pubitemid 34226061)
10. Peinemann A, Reimer B, Loer C, et al. Long-lasting increase in corticospinal excitability after 1800 pulses of subthreshold 5 Hz repetitive TMS to the primary motor cortex. Clin Neurophysiol 2004;115:1519-26. (Pubitemid 38760298)
11. Thut G, Pascual-Leone A. A review of combined TMS-EEG studies to characterize lasting effects of repetitive TMS and assess their usefulness in cognitive and clinical neuroscience. Brain Topogr 2009;22:219-32.
12. O'Reardon JP, Solvason HB, Janicak PG, et al. Efficacy and safety of transcranial magnetic stimulation in the acute treatment of major depression: a multisite randomized controlled trial. Biol Psychiatry 2007;62:1208-16. (Pubitemid 350060890)
13. Emara TH, Moustafa RR, ElNahas NM, et al. Repetitive transcranial magnetic stimulation at 1Hz and 5Hz produces sustained improvement in motor function and disability after ischaemic stroke. Eur J Neurol 2010;17:1203-9.
14. Thickbroom GW. Transcranial magnetic stimulation and synaptic plasticity: experimental framework and human models. Exp Brain Res 2007;180:583-93. (Pubitemid 46988122)
15. First MB, Spitzer RL, Gibbon M, Williams J. Structured Clinical Interview for DSM-IV Axis I disorders- Non-Patient edition (SCID-I/NP, Version 2.0- 8/98 revision). Biometrics Research Department, NY State Psychiatric Institute, New York, NY 1998.
16. Dinges DF, Powell JW. Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations. Behav Res Methods Instrum Comput 1985;17:652-5.
17. Gazes Y, Rakitin BR, Steffener J, et al. Performance degradation and altered cerebral activation during dual performance: Evidence for a bottomup attentional system. Behav Brain Res 2010;210:229-39.
18. Comstock JL, Arnegard RJ. The Multi-attribute Task Battery for human operator workload and strategic behavior research. Technical Report 104174. Hampton, VA: NASA Langley Research Center, 1992.
19. Buschke H, Fuld PA. Evaluating storage, retention, and retrieval in disordered memory and learning. Neurology 1974;24:1019-25.
20. Chee MWL Choo W-C. Functional imaging of working memory after 24 hr of total sleep deprivation. J Neurosci 2004;24:4560-7. (Pubitemid 38656612)
21. Choo W-C, Lee W-W, Venkatraman V, Sheu F-S, Chee MW. Dissociation of cortical regions modulated by both working memory load and sleep deprivation and by sleep deprivation alone. Neuroimage 2005;25:579-87. (Pubitemid 40387340)
22. Wager TD, Smith EE. Neuroimaging studies of working memory: A meta-analysis. Cogn Affect Behav Neurosci 2003;3:255-74. (Pubitemid 40214833)
23. Lim J, Dinges DF. Sleep deprivation and vigilant attention. Ann NY Acad Sci 2008;1129:305-22. (Pubitemid 351990273)
24. Kwong KK, Belliveau JW, Chesler DA, Goldberg IE, Weisskoff RM, Poncelet BP. Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc Natl Acad Sci U S A 1992;89:5675-9.
25. Ogawa S, Menon RS, Tank DW, Kim SG, Merkle H, Ellerman JM. Functional brain mapping by blood oxygenation level-dependent contrast magnetic resonance imaging. A comparison of signal characteristics with a biophysical model. Biophysical J 1993;64:803-12. (Pubitemid 23130347)
26. Worsley KJ, Poline JB, Friston KJ, Evans AC. Characterizing the response of PET and fMRI data using multivariate linear models. NeuroImage 1997;6:305-19. (Pubitemid 28018719)
27. Steffener J, Brickman AM, Rakitin BC, Gazes Y, Stern Y. The impact of age-related changes on working memory functional activity. Brain Imaging Behav 2009;3:142-53.
28. Steffener J, Reuben A, Rakitin BC, Stern Y. Supporting performance in the face of age-related neural changes: testing mechanistic roles of cognitive reserve. Brain Imaging Behav 2011;5:212-21.
29. Zarahn E, Rakitin B, Abela D, Flynn J, Stern Y. Age-related changes in brain activation during a delayed item recognition task. Neurobiol Aging 2007;28:284-95.
30. Stern Y, Zarahn E, Habeck C, et al. A common neural network for cognitive reserve in verbal and object working memory in young but not old. Cereb Cortex 2008;18:959-67. (Pubitemid 351398361)
31. Davey KR, Epstein CM, George MS, Bohning DE. Modeling the effects of electrical conductivity of the head on the induced electric field in the brain during magnetic stimulation. Clin Neurophysiol 2003;114:2204-9. (Pubitemid 37298070)
32. Deng Z-D, Lisanby SH, Peterchev AV. Electric field strength and focality in electroconvulsive therapy and magnetic seizure therapy: a finite element simulation study. J Neural Eng 2011;8:016007.
33. Epstein CM, Schwartzberg DG, Davey KR, Sudderth DB. Localizing the site of magnetic brain stimulation in humans. Neurology 1990;40:666-70. (Pubitemid 20139098)
34. Rudiak D, Marg E. Finding the depth of magnetic brain stimulation: a reevaluation. Electroencephalogr Clin Neurophysiol Suppl 1994;93:358-71. (Pubitemid 24314984)
35. Komssi S, Savolainen P, Heiskala J, Kahkonen S. Excitation threshold of the motor cortex estimated with transcranial magnetic stimulation electro-encephalography. Neuroreport 2007;18:13-6. (Pubitemid 46183382)
36. Thielscher A, Kammer T. Linking physics and physiology in TMS: a sphere field model to determine the cortical stimulation site in TMS. NeuroImage 2002;17:1117-30. (Pubitemid 35333835)
37. Stinear CM, Byblow WD. Impaired modulation of corticospinal excitability following subthreshold rTMS in focal hand dystonia. Hum Mov Sci 2004;23:527-38. (Pubitemid 39497176)
38. Arai N, Okabe S, Furubayashi T, et al. Differences in after-effect between monophasic and biphasic high-frequency rTMS of the human motor cortex. Clin Neurophysiol 2007;118:2227-33. (Pubitemid 47385354)
39. Van Dongen HPA, Dinges DF. Circadian rhythms in fatigue, alertness and performance. In: Kryger MH, Roth T, Dement WC, eds. Principles and practice of sleep medicine. 4th ed. Philadelphia: WB Saunders, 2005:435-43.
40. Phipps-Nelson J. Daytime exposure to bright light, as compared to dim light, decreases sleepiness and improves psychomotor vigilance performance. Sleep 2003;26:695.
41. Wright K Jr, Badia P, Myers B, Plenzler S. Combination of bright light and caffeine as a countermeasure for impaired alertness and performance during extended sleep deprivation. J Sleep Res 1997;6:26-35. (Pubitemid 27154251)
42. Caldwell JA, Prazinko B, Caldwell JL. Body posture affects electroencephalographic activity and psychomotor vigilance task performance in sleep-deprived subjects. Clin Neurophysiol 2003;114:23-31. (Pubitemid 35454168)
43. Anderson C, Horne J. Sleepiness enhances distraction on a monotonous task. Sleep 2006;29:573-6. (Pubitemid 44019947)
44. Norton R. The effects of acute sleep deprivation on selective attention. Br J Psychol 1970;61:157-61.
45. Butler AJ, Wolf SL. Putting the brain on the map: Use of transcranial magnetic stimulation to assess and induce cortical plasticity of upperextremity movement. Phys Ther 2007;87:719-36. (Pubitemid 46870398)
46. Pascual-Leone A, Tormos JM, Keenan J, Tarazona F, Canete C, Catala MD. Study and modulation of human cortical excitability with transcranial magnetic stimulation. Clin Neurophysiol 1998;15:333-43. (Pubitemid 28402031)
47. Siebner HR, Rothwell J. Transcranial magnetic stimulation: new insights into representational cortical plasticity. Exp Brain Res 2003;148:1-16. (Pubitemid 35435791)
48. Ziemann U. LTP-like plasticity in human motor cortex. Suppl Clin Neurophysiol 2004;57:702-7.
49. Esser SK, Huber R, Massimini M, Peterson MJ, Ferrarelli F, Tononi G. A direct demonstration of cortical LTP in humans: a combined TMS/EEG study. Brain Res Bull 2006;69:86-94. (Pubitemid 43185348)
50. Ilic TV, Ziemann U. Exploring motor cortical plasticity using transcranial magnetic stimulation in humans. Ann NY Acad Sci 2005;1048:175-84. (Pubitemid 41335366)
51. Baddeley AD, Hitch GJ. Working memory. In: Bower GH, ed. The psychology of learning and motivation: advances in research and theory, vol. 8. New York: Academic Press; 1974:47-89.
52. Ranganath C, Cohen MX, Dam C, D'Esposito M. Inferior temporal, prefrontal, and hippocampal contributions to visual working memory maintenance and associative memory retrieval. J Neurosci 2004;24:3917-25. (Pubitemid 38544218)
53. Bledowski C, Kaiser J, Rahm B. Basic operations in working memory: Contributions from functional imaging studies. Behav Brain Res 2010;214:172-9.
54. Chee MW, Chuah YM. Functional neuroimaging and behavioral correlates of capacity decline in visual short-term memory after sleep deprivation. Proc Natl Acad Sci U S A 2007;104:9487-92. (Pubitemid 47185806)
55. Chee MW, Tan JC, Zheng H, et al. Lapsing during sleep deprivation is associated with distributed changes in brain activation. J Neurosci 2008;28:5519-28.
56. Chee MW, Chuah YM. Functional neuroimaging and behavioral correlates of capacity decline in visual short-term memory after sleep deprivation. Proc Nat Acad Sci 2007;104:9487-92. (Pubitemid 47185806)
57. Axmacher N, Draguhn A, Elger CE, Fell J. Memory processes during sleep: beyond the standard consolidation theory. Cell Mol Life Sci 2009;66:2285-97.
58. Chee MW, Chuah YM. Functional neuroimaging insights into how sleep and sleep deprivation affect memory and cognition. Curr Opin Neurol 2008;21:417-23.
59. Lim J, Dinges DF. A meta-analysis of the impact of short-term sleep deprivation on cognitive variables. Psychol Bull 2010;136:375-89.
60. Habeck C, Krakauer JW, Ghez C, et al. A new approach to spatial covariance modeling of functional brain imaging data: Ordinal trends analysis. Neural Comput 2005;17:1602-45. (Pubitemid 40669913)
61. Mu Q, Mishory A, Johnson KA, et al. Decreased brain activation during a working memory task at rested baseline is associated with vulnerability to sleep deprivation. Sleep 2005;28:433-46. (Pubitemid 40489838)
62. Chee MW, Chuah LY, Venkatraman V, Chan WY, Philip P, Dinges DF. Functional imaging of working memory following normal sleep and after 24 and 35 h of sleep deprivation: correlations of fronto-parietal activation with performance. Neuroimage 2006;31:419-28 (Pubitemid 43728976)