메뉴 건너뛰기




Volumn 27, Issue 4, 2010, Pages 274-284

Mutual information analysis of EEG signals indicates age-related changes in cortical interdependence during sleep in middle-aged versus elderly women

Author keywords

Age; Interdependence; Mutual information; Sleep

Indexed keywords

ADULT; AGED; AROUSAL; ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FEMALE; GROUPS BY AGE; HUMAN; MIDDLE AGED; REM SLEEP; SLEEP; SLEEP STAGE; WAKEFULNESS;

EID: 77955471797     PISSN: 07360258     EISSN: None     Source Type: Journal    
DOI: 10.1097/WNP.0b013e3181eaa9f5     Document Type: Article
Times cited : (18)

References (48)
  • 2
    • 53149129792 scopus 로고    scopus 로고
    • Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients
    • Abásolo D, Escudero J, Hornero R, et al. Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients. Med Biol Eng Comput. 2008;46:1019-1028.
    • (2008) Med Biol Eng Comput. , vol.46 , pp. 1019-1028
    • Abásolo, D.1    Escudero, J.2    Hornero, R.3
  • 4
    • 0342460508 scopus 로고    scopus 로고
    • Low-frequency (<1 Hz) oscillations in the human sleep electroencephalogram
    • Achermann P, Borbély AA. Low-frequency (<1 Hz) oscillations in the human sleep electroencephalogram. Neuroscience. 1997;81:213-222.
    • (1997) Neuroscience. , vol.81 , pp. 213-222
    • Achermann, P.1    Borbély, A.A.2
  • 5
    • 0026459687 scopus 로고
    • Distribution of period-analyzed delta activity during sleep
    • Armitage R, Roffwarg HP. Distribution of period-analyzed delta activity during sleep. Sleep. 1992;15:556-561.
    • (1992) Sleep. , vol.15 , pp. 556-561
    • Armitage, R.1    Roffwarg, H.P.2
  • 6
    • 70349785726 scopus 로고    scopus 로고
    • Sample entropy tracks changes in EEG power spectrum with sleep state and aging
    • Bruce EN, Bruce MC, Vennelaganti S. Sample entropy tracks changes in EEG power spectrum with sleep state and aging. J Clin Neurophysiol. 2009;26: 257-266.
    • (2009) J Clin Neurophysiol. , vol.26 , pp. 257-266
    • Bruce, E.N.1    Bruce, M.C.2    Vennelaganti, S.3
  • 7
    • 19944427060 scopus 로고    scopus 로고
    • Approximate entropy in the electroencephalogram during wake and sleep
    • Burioka N, Miyata M, Cornélissen G, et al. Approximate entropy in the electroencephalogram during wake and sleep. Clin EEG Neurosci. 2005;36:21-24.
    • (2005) Clin EEG Neurosci. , vol.36 , pp. 21-24
    • Burioka, N.1    Miyata, M.2    Cornélissen, G.3
  • 8
    • 33745280620 scopus 로고    scopus 로고
    • Homeostatic behavior of fast Fourier transform power in very low frequency non-rapid eye movement human electroencephalogram
    • Campbell IG, Higgins M, Darchia N, Feinberg I. Homeostatic behavior of fast Fourier transform power in very low frequency non-rapid eye movement human electroencephalogram. Neuroscience. 2006;140:1395-1399.
    • (2006) Neuroscience. , vol.140 , pp. 1395-1399
    • Campbell, I.G.1    Higgins, M.2    Darchia, N.3    Feinberg, I.4
  • 9
    • 0036197246 scopus 로고    scopus 로고
    • Human alpha oscillations in wakefulness, drowsiness period, and REM sleep: Different electroencephalographic phenomena within the alpha band
    • Cantero JL, Atienza M, Salas RM. Human alpha oscillations in wakefulness, drowsiness period, and REM sleep: different electroencephalographic phenomena within the alpha band. Neurophysiol Clin. 2002;32:54-71.
    • (2002) Neurophysiol Clin. , vol.32 , pp. 54-71
    • Cantero, J.L.1    Atienza, M.2    Salas, R.M.3
  • 10
    • 0035065164 scopus 로고    scopus 로고
    • The effects of age and gender on sleep EEG power spectral density in the middle years of life (ages 20-60 years old)
    • Carrier J, Land S, Buysse DJ, et al. The effects of age and gender on sleep EEG power spectral density in the middle years of life (ages 20-60 years old). Psychophysiology. 2001;38:232-242.
    • (2001) Psychophysiology. , vol.38 , pp. 232-242
    • Carrier, J.1    Land, S.2    Buysse, D.J.3
  • 11
    • 27944469202 scopus 로고    scopus 로고
    • Statistical validation of mutual information calculations: Comparison of alternative numerical algorithms
    • Cellucci CJ, Albano AM, Rapp PE. Statistical validation of mutual information calculations: comparison of alternative numerical algorithms. Phys Rev E Stat Nonlin Soft Matter Phys. 2005;71:066208.
    • (2005) Phys Rev E Stat Nonlin Soft Matter Phys. , vol.71 , pp. 066208
    • Cellucci, C.J.1    Albano, A.M.2    Rapp, P.E.3
  • 12
    • 85088602289 scopus 로고    scopus 로고
    • EEG bands during wakefulness, slow-wave and paradoxical sleep as a result of principle component analysis in man
    • Corsi-Cabrera M, Guevara MA, Del Rio-Portilla Y, et al. EEG bands during wakefulness, slow-wave and paradoxical sleep as a result of principle component analysis in man. Sleep. 2000;23:1-7.
    • (2000) Sleep. , vol.23 , pp. 1-7
    • Corsi-Cabrera, M.1    Guevara, M.A.2    Del Rio-Portilla, Y.3
  • 13
    • 33846187221 scopus 로고    scopus 로고
    • Kinetics of NREM delta EEG power density across NREM periods depends on age and delta band designation
    • Darchia N, Campbell IG, Tan X, Feinberg I. Kinetics of NREM delta EEG power density across NREM periods depends on age and delta band designation. Sleep. 2007;30:71-79.
    • (2007) Sleep. , vol.30 , pp. 71-79
    • Darchia, N.1    Campbell, I.G.2    Tan, X.3    Feinberg, I.4
  • 14
    • 1242338933 scopus 로고    scopus 로고
    • Evaluation of different measures of connectivity using a neural mass model
    • David O, Cosmelli D, Friston KJ. Evaluation of different measures of connectivity using a neural mass model. Neuro Image. 2004;659-673.
    • (2004) Neuro Image. , pp. 659-673
    • David, O.1    Cosmelli, D.2    Friston, K.J.3
  • 15
    • 0024832415 scopus 로고
    • All night spectral analysis of EEG sleep in young adult and middle-aged male subjects
    • Dijk DJ, Beersma DG, van den Hoofdakker RH. All night spectral analysis of EEG sleep in young adult and middle-aged male subjects. Neurobiol Aging. 1989;10:677-682.
    • (1989) Neurobiol Aging. , vol.10 , pp. 677-682
    • Dijk, D.J.1    Beersma, D.G.2    Van Den Hoofdakker, R.H.3
  • 16
    • 17044391427 scopus 로고    scopus 로고
    • Coherence of the electroencephalogram during the first sleep cycle
    • Duckrow RB, Zaveri HP. Coherence of the electroencephalogram during the first sleep cycle. Clin Neurophysiol. 2005;116:1088-1095.
    • (2005) Clin Neurophysiol. , vol.116 , pp. 1088-1095
    • Duckrow, R.B.1    Zaveri, H.P.2
  • 18
    • 63649117620 scopus 로고    scopus 로고
    • Interpretation of the auto-mutual information rate of decrease in the context of biomedical signal analysis: Application to electroencephalogram recordings
    • Escudero J, Hornero R, Abásolo D. Interpretation of the auto-mutual information rate of decrease in the context of biomedical signal analysis: application to electroencephalogram recordings. Physiol Meas. 2009;30:187-199.
    • (2009) Physiol Meas. , vol.30 , pp. 187-199
    • Escudero, J.1    Hornero, R.2    Abásolo, D.3
  • 19
    • 0021471688 scopus 로고
    • Log amplitude is a linear function of log frequency in NREM sleep EEG of young and elderly normal subjects
    • Feinberg I, March JD, Floyd TC, et al. Log amplitude is a linear function of log frequency in NREM sleep EEG of young and elderly normal subjects. Electroencephalogr Clin Neurophysiol. 1984;58:158-160.
    • (1984) Electroencephalogr Clin Neurophysiol. , vol.58 , pp. 158-160
    • Feinberg, I.1    March, J.D.2    Floyd, T.C.3
  • 20
    • 0342398227 scopus 로고    scopus 로고
    • Discrimination of sleep stages: A comparison between spectral and nonlinear EEG measures
    • Fell J, Roschke J, Mann K, Schaffner C. Discrimination of sleep stages: a comparison between spectral and nonlinear EEG measures. Electroencephalogr Clin Neurophysiol. 1996;98:401-410.
    • (1996) Electroencephalogr Clin Neurophysiol. , vol.98 , pp. 401-410
    • Fell, J.1    Roschke, J.2    Mann, K.3    Schaffner, C.4
  • 21
    • 0036768298 scopus 로고    scopus 로고
    • Regional differences of the temporal EEG dynamics during the first 30 min of human sleep
    • Ferrara M, De Gennaro L, Curcio G, et al. Regional differences of the temporal EEG dynamics during the first 30 min of human sleep. Neurosci Res. 2002;44:83-89.
    • (2002) Neurosci Res. , vol.44 , pp. 83-89
    • Ferrara, M.1    De Gennaro, L.2    Curcio, G.3
  • 22
    • 28244464779 scopus 로고    scopus 로고
    • Dynamics of the EEG slow-wave synchronization during sleep
    • Ferri R, Rundo F, Bruni O, et al. Dynamics of the EEG slow-wave synchronization during sleep. Clin Neurophysiol. 2005;116:2783-2795.
    • (2005) Clin Neurophysiol. , vol.116 , pp. 2783-2795
    • Ferri, R.1    Rundo, F.2    Bruni, O.3
  • 23
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • Fraser AM, Swinney HL. Independent coordinates for strange attractors from mutual information. Phys Rev A. 1986;33:1134-1140.
    • (1986) Phys Rev A. , vol.33 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 24
    • 0029058080 scopus 로고
    • Inter- and intrahemispheric EEG correlation during sleep and wakefulness
    • Guevara MA, Lorenzo I, Arce C, et al. Inter- and intrahemispheric EEG correlation during sleep and wakefulness. Sleep. 1995;18:257-265.
    • (1995) Sleep. , vol.18 , pp. 257-265
    • Guevara, M.A.1    Lorenzo, I.2    Arce, C.3
  • 25
    • 0035043372 scopus 로고    scopus 로고
    • Mutual information analysis of the EEG in patients with Alzheimer's disease
    • Jeong J, Gore JC, Peterson BS. Mutual information analysis of the EEG in patients with Alzheimer's disease. Clin Neurophysiol. 2001;112:827-835.
    • (2001) Clin Neurophysiol. , vol.112 , pp. 827-835
    • Jeong, J.1    Gore, J.C.2    Peterson, B.S.3
  • 26
    • 0034892223 scopus 로고    scopus 로고
    • Human sleep EEG analysis using the correlation dimension
    • Kobayashi T, Madokoro S, Wada Y, et al. Human sleep EEG analysis using the correlation dimension. Clin Electroencephalogr. 2001;32:112-118
    • (2001) Clin Electroencephalogr. , vol.32 , pp. 112-118
    • Kobayashi, T.1    Madokoro, S.2    Wada, Y.3
  • 27
    • 55749089871 scopus 로고    scopus 로고
    • Gender differences in obstructive sleep apnea and treatment implications
    • Lin CM, Davidson TM, Ancoli-Israel S. Gender differences in obstructive sleep apnea and treatment implications. Sleep Med Rev. 2008;12:481-496.
    • (2008) Sleep. Med Rev. , vol.12 , pp. 481-496
    • Lin, C.M.1    Davidson, T.M.2    Ancoli-Israel, S.3
  • 28
    • 9644265477 scopus 로고    scopus 로고
    • Nonlinear-analysis of human sleep EEG using detrended fluctuation analysis
    • Lee J-M, Kim D-J, Kim I-Y, et al. Nonlinear-analysis of human sleep EEG using detrended fluctuation analysis. Med Eng Phys. 2004;26:773-776.
    • (2004) Med Eng Phys. , vol.26 , pp. 773-776
    • Lee, J.-M.1    Kim, D.-J.2    Kim, I.-Y.3
  • 29
    • 33748967180 scopus 로고    scopus 로고
    • The effects of total sleep deprivation on brain functional organization: Mutual information analysis of waking human EEG
    • Na SH, Jin S-H, Kim SY. The effects of total sleep deprivation on brain functional organization: mutual information analysis of waking human EEG. Int J Psychophysiol. 2006;62:238-242.
    • (2006) Int J Psychophysiol. , vol.62 , pp. 238-242
    • Na, S.H.1    Jin, S.-H.2    Kim, S.Y.3
  • 30
    • 0036900045 scopus 로고    scopus 로고
    • EEG in schizophrenic patients: Mutual information analysis
    • Na SH, Jin S-H, Kim SY, Ham B-J. EEG in schizophrenic patients: mutual information analysis. Clin Neurophysiol. 2002;113:1954-1960.
    • (2002) Clin Neurophysiol. , vol.113 , pp. 1954-1960
    • Na, S.H.1    Jin, S.-H.2    Kim, S.Y.3    Ham, B.-J.4
  • 31
    • 0030694031 scopus 로고    scopus 로고
    • EEG coherency. I: Statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales
    • Nunez PL, Srinivasan R, Westdorp AF, et al. EEG coherency. I: statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neurophysiol. 1997;103:499-515.
    • (1997) Electroencephalogr Clin Neurophysiol. , vol.103 , pp. 499-515
    • Nunez, P.L.1    Srinivasan, R.2    Westdorp, A.F.3
  • 32
    • 77953142374 scopus 로고    scopus 로고
    • Evaluation of mutual information estimators on nonlinear dynamic systems
    • arXiv:0809.2149v1
    • Papana A, Kugiumtzis D. Evaluation of mutual information estimators on nonlinear dynamic systems. Nonlinear Phenomena in Complex Systems. 2008; 11:225-232; arXiv:0809.2149v1.
    • (2008) Nonlinear Phenomena in Complex Systems , vol.11 , pp. 225-232
    • Papana, A.1    Kugiumtzis, D.2
  • 33
    • 0030462425 scopus 로고    scopus 로고
    • A new approach to the analysis of the human sleep/wakefulness continuum
    • Pardey J, Roberts S, Tarassenko L, Stradling J. A new approach to the analysis of the human sleep/wakefulness continuum. J Sleep Res. 1996;5:201-210.
    • (1996) J Sleep Res. , vol.5 , pp. 201-210
    • Pardey, J.1    Roberts, S.2    Tarassenko, L.3    Stradling, J.4
  • 34
    • 0033583184 scopus 로고    scopus 로고
    • Interhemispheric differences in awake and sleep human EEG: A comparison between non-linear and spectral measures
    • Pereda E, Gamundi A, Nicolau MC, et al. Interhemispheric differences in awake and sleep human EEG: a comparison between non-linear and spectral measures. Neurosci Lett. 1999;263:37-40.
    • (1999) Neurosci Lett. , vol.263 , pp. 37-40
    • Pereda, E.1    Gamundi, A.2    Nicolau, M.C.3
  • 35
    • 0000436718 scopus 로고    scopus 로고
    • Assessment of changing interdependencies between human electroencephalograms using nonlinear methods
    • Pereda E, Rial R, Gamundi A, González J. Assessment of changing interdependencies between human electroencephalograms using nonlinear methods. Physica D. 2001;148:147-158.
    • (2001) Physica D. , vol.148 , pp. 147-158
    • Pereda, E.1    Rial, R.2    Gamundi, A.3    González, J.4
  • 36
    • 27844612542 scopus 로고    scopus 로고
    • Nonlinear multivariate analysis of neurophysiological signals
    • Pereda E, Quiroga RQ, Bhattacharya J. Nonlinear multivariate analysis of neurophysiological signals. Prog Neurobiol. 2005;77:1-37.
    • (2005) Prog Neurobiol. , vol.77 , pp. 1-37
    • Pereda, E.1    Quiroga, R.Q.2    Bhattacharya, J.3
  • 37
    • 0029103173 scopus 로고
    • A reconceptualization of EEG alpha activity as an index of arousal during sleep: All alpha activity is not equal
    • Pivik RT, Harman K. A reconceptualization of EEG alpha activity as an index of arousal during sleep: all alpha activity is not equal. J Sleep Res. 1995;4:131-137.
    • (1995) J Sleep Res. , vol.4 , pp. 131-137
    • Pivik, R.T.1    Harman, K.2
  • 38
    • 0031427335 scopus 로고    scopus 로고
    • The sleep heart health study: Design, rationale, and methods
    • Quan SF, Howard BV, Iber C, et al. The sleep heart health study: design, rationale, and methods. Sleep. 1997;20:1077-1085.
    • (1997) Sleep. , vol.20 , pp. 1077-1085
    • Quan, S.F.1    Howard, B.V.2    Iber, C.3
  • 40
    • 1242275182 scopus 로고    scopus 로고
    • The effects of age, sex, ethnicity, and sleep-disordered breathing on sleep architecture
    • Redline S, Kirchner HL, Quan SF, et al. The effects of age, sex, ethnicity, and sleep-disordered breathing on sleep architecture. Arch Intern Med. 2004;164: 406-418.
    • (2004) Arch Intern Med. , vol.164 , pp. 406-418
    • Redline, S.1    Kirchner, H.L.2    Quan, S.F.3
  • 41
    • 0345792394 scopus 로고    scopus 로고
    • Surrogate time series
    • Schreiber T, Schmitz A. Surrogate time series. Physica D. 2000;142:346-382.
    • (2000) Physica D. , vol.142 , pp. 346-382
    • Schreiber, T.1    Schmitz, A.2
  • 42
    • 0037306696 scopus 로고    scopus 로고
    • Dimensional complexity and spectral properties of the human sleep EEG
    • Shen Y, Olbrich E, Achermann P, Meier PF. Dimensional complexity and spectral properties of the human sleep EEG. Clin Neurophysiol. 2003;114:199-209.
    • (2003) Clin Neurophysiol. , vol.114 , pp. 199-209
    • Shen, Y.1    Olbrich, E.2    Achermann, P.3    Meier, P.F.4
  • 43
    • 1842428954 scopus 로고    scopus 로고
    • How do sleep disturbance and chronic pain inter-relate? Insights from the longitudinal and cognitive-behavioral clinical trials literature
    • Smith MT, Haythornthwaite JA. How do sleep disturbance and chronic pain inter-relate? Insights from the longitudinal and cognitive-behavioral clinical trials literature. Sleep Med Rev. 2004;8:119-132.
    • (2004) Sleep. Med Rev. , vol.8 , pp. 119-132
    • Smith, M.T.1    Haythornthwaite, J.A.2
  • 44
    • 34249997316 scopus 로고    scopus 로고
    • Phase lag index: Assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources
    • Stam CJ, Nolte G, Daffertshofer A. Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp. 2007;28:1178-1193.
    • (2007) Hum Brain Mapp. , vol.28 , pp. 1178-1193
    • Stam, C.J.1    Nolte, G.2    Daffertshofer, A.3
  • 45
    • 0008624263 scopus 로고    scopus 로고
    • Slow sleep oscillation, rhythmic K-complexes, and their paroxysmal developments
    • Steriade M, Amzica F. Slow sleep oscillation, rhythmic K-complexes, and their paroxysmal developments. J Sleep Res. 1998;7:30-35.
    • (1998) J Sleep Res. , vol.7 , pp. 30-35
    • Steriade, M.1    Amzica, F.2
  • 46
    • 0033178642 scopus 로고    scopus 로고
    • Coherent oscillations and short-term plasticity in corticothalamic networks
    • Steriade M. Coherent oscillations and short-term plasticity in corticothalamic networks. Trends Neurosci. 1999;22:337-345.
    • (1999) Trends Neurosci. , vol.22 , pp. 337-345
    • Steriade, M.1
  • 47
    • 44049111332 scopus 로고
    • Testing for nonlinearity in time series: The method of surrogate data
    • Theiler J, Eubank S, Longtin A, et al. Testing for nonlinearity in time series: the method of surrogate data. Physica D. 1992;58:77-94.
    • (1992) Physica D. , vol.58 , pp. 77-94
    • Theiler, J.1    Eubank, S.2    Longtin, A.3
  • 48
    • 0031212138 scopus 로고    scopus 로고
    • Information transmission in human cerebral cortex
    • Xu J, Liu Z, Liu R, Yang Q. Information transmission in human cerebral cortex. Physica D. 1997;106:363-374.
    • (1997) Physica D. , vol.106 , pp. 363-374
    • Xu, J.1    Liu, Z.2    Liu, R.3    Yang, Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.