Functional network changes associated with sleep deprivation and fatigue during simulated driving: Validation using blood biomarkers

Clinical Neurophysiology

Volumn 122, Issue 5, 2011, Pages 966-974

  Kar, Sibsambhu ^a   Routray, Aurobinda ^a   Nayak, Bibhukalyan Prasad ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

^b NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Blood biochemical parameters; EEG; Human fatigue; Network; Sleep deprivation; Synchronisation likelihood; Wavelet transform

Indexed keywords

BIOLOGICAL MARKER; CREATININE; GLUCOSE; UREA;

ADULT; ARTICLE; BLOOD SAMPLING; DISCRETE WAVELET TRANSFORM; DRIVING ABILITY; ELECTROENCEPHALOGRAM; FATIGUE; HUMAN; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SIGNAL PROCESSING; SLEEP DEPRIVATION; TASK PERFORMANCE; VALIDATION STUDY;

ADULT; AUTOMOBILE DRIVING; BIOLOGICAL MARKERS; BLOOD GLUCOSE; CEREBRAL CORTEX; COMPUTER SIMULATION; CREATININE; ELECTROENCEPHALOGRAPHY; FATIGUE; HUMANS; MALE; NERVE NET; SLEEP DEPRIVATION; UREA;

EID: 79953027230     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2010.08.009     Document Type: Article

References (27)

1. Adeli H., Ghosh-Dastidar S., Dadmehr N. A wavelet chaos methodology for analysis of EEGs and EEG subbands to detect seizure and epilepsy. IEEE Trans Bio-Med Eng 2007, 54:205-211.
2. Al-Nashash HA, Paul JS, Thakor NV. Wavelet Entropy Method for EEG Analysis: Application to Global Brain Injury. In: Daniel EE, editor. Proceedings of the Second EMBS/BMES Conference, Houston, USA; 2002. p. 348-35.
3. Boccaletti S., Latora V., Moreno Y., Chavez M., Hwang D.U. Complex networks: Structure and dynamics. Phys Rep 2006, 424:175-308.
4. Boksem Meijman.T.F., Lorist M.M. Effects of mental fatigue on attention: an ERP study. Cogn Brain Res 2005, 25:107-116.
5. Bressler S.L. Understanding cognition through large scale cortical network. Curr Dir Psychol Sci 2002, 11:58-61.
6. Cohen J., Cohen P., West S.G., Aiken L.S. Applied multiple regression/correlation analysis for the behavioral sciences 2003, Lawrence Erlbaum Associates, Hillsdale NJ. 3rd ed.
7. Daubechies I. The wavelet transform, time-frequency localization and signal analysis. IEEE Trans Inform Theory 1990, 36:961-1005.
8. Gangwisch J.E., Heymsfield S.B., Boden-Albala B., Buijs R.M., Kreier F., Pickering T.G., et al. Sleep duration as a risk factor for diabetes incidence in a large us sample. Sleep 2007, 30:1667-1673.
9. Geva A.B., Kerem D.H. Forecasting generalized epileptic seizures from the eeg signal by wavelet analysis and dynamic unsupervised fuzzy clustering. IEEE Trans Bio-Med Eng 1998, 45:1205-1216.
10. Klimesch W. Memory processes, brain oscillations and EEG synchronization. Int J Psychophysiol 1996, 24:61-100.
11. Lal S.K., Craig A. A critical review of the psychophysiology of driver's fatigue. Biol Psychol 2001, 55:173-194.
12. Lorist M.M., Bezdan E., Caat M.T., Span M.M., Roerdink J.B.T.M., Maurits N.M. The influence of mental fatigue and motivation on neural network dynamics; an EEG coherence study. Brain Res 2009, 1270:95-106.
13. Luthra K. Basic concepts of clinical biochemistry. National Science Digital Library at NISCAIR, India; 2008 (). http://nsdl.niscair.res.in/handle/123456789/691.
14. Mallat S.A. Wavelet Tour of Signal Processing 1999, San Diego, Academic Press. 2nd. ed.
15. Marcus SA. The Hungry Brain: The Nutrition/ Cognition Connection: Corwin Press; 2007.
16. Montez T., Linkenkaer-Hansen K., Van Dijk B.W., Stam C.J. Synchronization Likelihood with explicit time-frequency priors. NeuroImage 2006, 33:1117-1125.
17. Papadelis C, Papadelis CK, Panagiotis D, Bamidis D, Chouvarda I, Koufogiannis D, Bekiaris E, Maglaveras N. Indicators of sleepiness in an ambulatory EEG study of night driving. Proceedings of the 28th IEEE EMBS Annual International Conference, New York City, USA; 2006. p. 6201-4.
18. Rasmussen P., Secher N.H., Petersen N.T. Understanding central fatigue: where to go?. Exp Physiol 2006, 92:369-370.
19. Rioul O., Vetterli M. Wavelets and Signal Processing. IEEE Signal Process Mag 1991, 8:14-38.
20. Siemionow V., Fang Y., Calabrese L., Sahgal V., Yue G.H. Altered central nervous system signal during motor performance in chronic fatigue syndrome. Clin Neurophysiol 2004, 115:2372-2381.
21. Sporns O., Chialvo D.R., Kaiser M., Hilgetag C.C. Organization, development and function of complex brain networks. Trends Cogn Sci 2004, 8:418-425.
22. Stam C.J. Functional connectivity patterns of human magnetoencephalographic recordings: a small world network. Neurosci Lett 2004, 355:25-28.
23. Stam C.J., Reijneveld J.C. Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 2007, 1:3.
24. Stam C.J., Van Dijk B.W. Synchronization Likelihood: an unbiased measure of generalized synchronization of multivariate data set. Physica D 2002, 163:236-251.
25. Strogatz S.H. Exploring complex networks. Nature 2001, 410:268-276.
26. Tononi G., Edelman G.M. Consciousness and complexity. Science 1998, 282:1846-1851.
27. Yamaguchi C. Wavelet analysis of Normal and Epileptic EEG. Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering, Capri Island, Italy; 2003. p. 96-7.