Brain networks maintain a scale-free organization across consciousness, anesthesia, and recovery: Evidence for adaptive reconfiguration

Anesthesiology

Volumn 113, Issue 5, 2010, Pages 1081-1091

  Lee, Uncheol ^a   Oh, Gabjin ^b   Kim, Seunghwan ^c   Noh, Gyujung ^d   Choi, Byungmoon ^e   Mashour, George A ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

^b Chosun University   (South Korea)

^c Pohang University of Science and Technology (POSTECH)   (South Korea)

^d University of Ulsan College of Medicine   (South Korea)

^e National Medical Center   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

PROPOFOL;

ADULT; ANESTHETIC RECOVERY; ARTICLE; CONSCIOUSNESS; ELECTROENCEPHALOGRAPHY; ENTROPY; GENERAL ANESTHESIA; HUMAN; HUMAN EXPERIMENT; MALE; NERVE CELL NETWORK; NORMAL HUMAN; PRIORITY JOURNAL; ADAPTATION; BRAIN; COMPARATIVE STUDY; DRUG EFFECTS; EVIDENCE BASED MEDICINE; PHYSIOLOGY; PROCEDURES; YOUNG ADULT;

ADAPTATION, PHYSIOLOGICAL; ADULT; ANESTHESIA RECOVERY PERIOD; ANESTHESIA, GENERAL; BRAIN; CONSCIOUSNESS; ELECTROENCEPHALOGRAPHY; EVIDENCE-BASED MEDICINE; HUMANS; MALE; NERVE NET; PROPOFOL; YOUNG ADULT;

EID: 78049328459     PISSN: 00033022     EISSN: 15281175     Source Type: Journal    
DOI: 10.1097/ALN.0b013e3181f229b5     Document Type: Article

References (38)

1. Bassett DS, Meyer-Lindenberg A, Achard S, Duke T, Bull-more E: Adaptive reconfiguration of fractal small-world human brain functional networks. Proc Natl Acad Sci USA 2006; 103:19518-23
2. Bullmore E, Sporns O: Complex brain networks: Graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 2009; 10:186-98
3. Linkenkaer-Hansen K, Nikouline VV, Palva JM, Ilmoniemi RJ: Long-range temporal correlations and scaling behavior in human brain oscillations. J Neurosci 2001; 21:1370-7
4. van den Heuvel MP, Stam CJ, Boersma M, Hulshoff Pol HE: Small-world and scale-free organization of voxel-based rest-ing-state functional connectivity in the human brain. Neu-roimage 2008; 43:528-39
5. Eguíluz VM, Chialvo DR, Cecchi GA, Baliki M, Apkarian AV: Scale-free brain functional networks. Phys Rev Lett 2005; 94:018102-7
6. Sporns O, Chialvo DR, Kaiser M, Hilgetag CC: Organization, development and function of complex brain networks. Trends Cogn Sci 2004; 8:418-25
7. Bédard C, Kröger H, Destexhe A: Does the 1/f frequency scaling of brain signals reflect self-organized critical states? Phys Rev Lett 2006; 97:118102-5
8. Sporns O, Tononi G, Kötter R: The human connectome: A structural description of the human brain. PLoS Comput Biol 2005; 1:e42
9. Lee U, Mashour GA, Kim S, Noh GJ, Choi BM: Propofol induction reduces the capacity for neural information integration: Implications for the mechanism of consciousness and general anesthesia. Conscious Cogn 2009; 18: 56-64
10. Lee U, Kim S, Noh GJ, Choi BM, Hwang E, Mashour GA: The directionality and functional organization of frontopa-rietal connectivity during consciousness and anesthesia in humans. Conscious Cogn 2009; 18:1069-78
11. White NS, Alkire MT: Impaired thalamocortical connectivity in humans during general-anesthetic-induced unconsciousness. Neuroimage 2003; 19:402-11
12. Alkire MT: Loss of effective connectivity during general anesthesia. Int Anesthesiol Clin 2008; 46:55-73
13. Peltier SJ, Kerssens C, Hamann SB, Sebel PS, Byas-Smith M, Hu X: Functional connectivity changes with concentration of sevoflurane anesthesia. Neuroreport 2005; 16:285-8
14. Martuzzi R, Ramani R, Qiu M, Rajeevan N, Constable RT: Functional connectivity and alterations in baseline brain state in humans. Neuroimage 2010; 49:823-34
15. Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, Van Essen DC, Zempel JM, Snyder LH, Corbetta M, Raichle ME: Intrinsic functional architecture in the anaesthetized monkey brain. Nature 2007; 447:83-6
16. Everitt BS: Cluster Analysis. Edited by Heinemann Educational for the Social Science Research Council. London, Halsted Press, 1974
17. Lee U, Kim S, Jung KY: Classification of epilepsy types through global network analysis of scalp electroencephalograms. Phys Rev E Stat Nonlin Soft Matter Phys 2006; 73:041920-9
18. Kim DH, Noh JD, Jeong H: Scale-free trees: The skeletons of complex networks. Phys Rev E Stat Nonlin Soft Matter Phys 2004; 70:046126-31
19. Goh KI, Salvi G, Kahng B, Kim D: Skeleton and fractal scaling in complex networks. Phys Rev Lett 2006; 96:018701
20. Braunstein LA, Wu Z, Chen Y, Buldyrev SV, Sreenivasan S, Kalisky T, Cohen R, Lopez E, Havlin S, Stanley HE: Optimal path and minimal spanning trees in random weighted networks. Int J Bifurcat Chaos 2007; 17:2215-5
21. Mantegna RN: Hierarchical structure in financial markets. Eur Phys J B 1999; 11:193-7
22. Schreiber T, Schmitz A: Surrogate time series. Physica D 2000; 142:346-82
23. Clauset A, Shalizi CR, Newman ME: Power-law distributions in empirical data. SIAM Rev 2009; 51:661-703
24. Jordan D, Stockmanns G, Kochs EF, Pilge S, Schneider G: Electroencephalographic order pattern analysis for the separation of consciousness and unconsciousness: An analysis of approximate entropy, permutation entropy, recurrence rate, and phase coupling of order recurrence plots. ANESTHESIOLOGY 2008; 109:1014-22
25. Stam CJ, de Bruin EA: Scale-free dynamics of global functional connectivity in the human brain. Hum Brain Mapp 2004; 22:97-109
26. Kitzbichler MG, Smith ML, Christensen SR, Bullmore E: Broadband criticality of human brain network synchronization. PLoS Comput Biol 2009; 5:e1000314
27. He Y, Chen ZJ, Evans AC: Small-world anatomical networks in the human brain revealed by cortical thickness from MRI. Cereb Cortex 2007; 17:2407-19
28. Gong G, He Y, Concha L, Lebel C, Gross DW, Evans AC, Beaulieu C: Mapping anatomical connectivity patterns of human cerebral cortex using in vivo diffusion tensor imaging tractography. Cereb Cortex 2009; 19:524-36
29. Hudetz AG, Vizuete JA, Imas OA: Desflurane selectively suppresses long-latency cortical neuronal response to flash in the rat. ANESTHESIOLOGY 2009; 111:231-9
30. Ferrarelli F, Massimini M, Sarasso S, Casali A, Riedner BA, Angelini G, Tononi G, Pearce RA: Breakdown in cortical effective connectivity during midazolam-induced loss of consciousness. Proc Natl Acad Sci USA 2010; 107:2681-6
31. Hudetz AG: Suppressing consciousness: Mechanisms of general anesthesia. Semin Anesth 2006; 25:196-204
32. Alkire MT, Hudetz AG, Tononi G: Consciousness and anesthesia. Science 2008; 322:876-80
33. Mashour GA: Consciousness unbound: Toward a paradigm of general anesthesia. ANESTHESIOLOGY 2004; 100:428-33
34. John ER, Prichep LS: The anesthetic cascade: A theory of how anesthesia suppresses consciousness. ANESTHESIOLOGY 2005; 102:447-71
35. Mashour GA: Integrating the science of consciousness and anesthesia. Anesth Analg 2006; 103:975-82
36. Sporns O, Honey CJ: Small worlds inside big brains. Proc Natl Acad Sci USA 2006; 103:19219-20
37. John ER, Prichep LS, Kox W, Valdés-Sosa P, Bosch-Bayard J, Aubert E, Tom M, di Michele F, Gugino LD, diMichele F: Invariant reversible QEEG effects of anesthetics. Conscious Cogn 2001; 10:165-83
38. Purdon PL, Pierce ET, Bonmassar G, Walsh J, Harrell PG, Kwo J, Deschler D, Barlow M, Merhar RC, Lamus C, Mul-laly CM, Sullivan M, Maginnis S, Skoniecki D, Higgins HA, Brown EN: Simultaneous electroencephalography and functional magnetic resonance imaging of general anesthesia. Ann NY Acad Sci 2009; 1157:61-70