Reorganization of brain functional small-world networks during finger movements

Human Brain Mapping

Volumn 33, Issue 4, 2012, Pages 861-872

  Jin, Seung Hyun ^a   Lin, Peter ^a   Hallett, Mark ^a  

^a NATIONAL INSTITUTE OF NEUROLOGICAL DISORDERS AND STROKE   (United States)

Author keywords

Economical reorganization; EEG; Functional small world networks; Simple sequential finger tapping task

Indexed keywords

ADULT; ALPHA RHYTHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; BETA RHYTHM; BRAIN FUNCTION; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FEMALE; FINGER; HUMAN; HUMAN EXPERIMENT; MALE; MOTOR PERFORMANCE; NORMAL HUMAN; PRIORITY JOURNAL; RIGHT HANDEDNESS; SKIN ELECTRODE; TASK PERFORMANCE; WAVELET ANALYSIS;

BRAIN; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; FEMALE; FINGERS; HUMANS; MALE; MIDDLE AGED; MOVEMENT; NERVE NET; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 84858277076     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.21253     Document Type: Article

References (63)

1. Achard S, Bullmore E (2007): Efficiency and cost of economical brain functional networks. PLoS Comput Biol 3: 174-183.
2. Achard S, Salvador R, Whitcher B, Suckling J, Bullmore E (2006): A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. J Neurosci 26: 63-72.
3. Albert R, Barabási AL (2002): Statistical mechanics of complex networks. Rev Mod Phy 74: 47-94.
4. Bai O, Mari Z, Vorbach S, Hallett M (2005): Asymmetric spatiotemporal patterns of event-related desynchronization preceding voluntary sequential finger movements: A high-resolution EEG study. Clin Neurophysiol 116: 1213-1221.
5. Barabási AL, Albert R (1999): Emergence of scaling in random networks. Science 286: 509-512.
6. Bassett DS, Bullmore ET (2006): Small world brain networks. Neuroscientist 12: 512-523.
7. Bassett DS, Meyer-Lindenberg A, Achard S, Duke T, Bullmore E (2006) Adaptive reconfiguration of fractal small-world human brain functional networks. Proc Natl Acad Sci USA 103: 19518-19523.
8. Bassett D, Bullmore ET, Meyer-Lindenberg A, Apud JA, Weinberger DR, Coppola R (2009): Cognitive fitness of cost-efficient brain functional networks. Proc Natl Acad Sci USA 106: 11747-11752.
9. Bullmore E, Sporns O (2009): Complex brain networks: Graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10: 186-198.
10. Boecker H, Dagher A, Ceballos-Baumann AO, Passingham RE, Samuel M, Friston KJ, Poline J, Dettmers C, Conrad B, Brooks DJ (1998): Role of the human rostral supplementary motor area and the basal ganglia in motor sequence control: Investigations with H2 15O PET. J Neurophysiol 79: 1070-1080.
11. David O, Cosmelli D, Friston KJ (2004): Evaluation of different measures of functional connectivity using a neural mass model. Neuroimage 21: 659-673.
12. Delorme A, Westerfiled M, Makeig S (2007): Medial prefrontal theta bursts precede rapid responses during cisual selective attention. J Neurosci 27: 11949-11959.
13. De Nooy W, Mrvar A, Batageli V (2005): Exploratory Network Analysis with Pajek. New York: Cambridge, UP.
14. De Vico Fallani F, Astolfi L, Cincotti F, Mattia D, Marciani MG, Salinari S, Kurths J, Gao S, Cichocki A, Colosimo A, Babiloni F. (2007): Cortical functional connectivity networks in normal and spinal cord injured patients: Evaluation by graph analysis. Hum Brain Mapp 28: 1334-1346.
15. Eguíluz VM, Chialvo DR, Cecchi GA, Baliki M, Apkarian AV (2005): Scale-free brain functional networks. Phys Rev Lett 94: 018102.
16. Gail A, Brinksmeyer HJ, Eckhorn R (2004): Perceptionrelated modulations of local field potential power and coherence in primary visual cortex of awake monkey during binocular rivalry. Cereb Cortex 14: 300-313.
17. Gordon AM, Lee JH, Flament D, Ugurbil K, Ebner TJ (1998): Functional magnetic resonance imaging of motor, sensory, and posterior parietal cortical areas during performance of sequential typing movements. Exp Brain Res 121: 153-166.
18. Gross J, Pollok B, Dirks M, Timmermann L, Butz M, Schnitzler A (2005): Task-dependent oscillations during unimanual and bimanual movements in the human primary motor cortex and SMA studied with magnetoencephalography. Neuroimage 26: 91-98.
19. Hilgetag CC, Burns GA, O'Neill MA, Scannell JW, Young MP (2000): Anatomical connectivity defines the organization of clusters of cortical areas in the macaque monkey and the cat. Philos Trans R Soc Lond B Biol Sci 355: 91-110.
20. Honda M, Deiber MP, Ibáñez V, Pascual-Leone A, Zhuang P, Hallett M (1998): Dynamic cortical involvement in implicit and explicit motor sequence learning. A PET study. Brain 121: 2159-2173.
21. Hummel F, Andres F, Altenmüller E, Dichgans J, Gerloff C (2002): Inhibitory control of acquired motor programmes in the human brain. Brain 125: 404-420.
22. Humphries MD, Gurney K, Prescott TJ (2006): The brainstem reticular formation is a small-world, not scale-free, network. Proc Biol Sci 273: 503-511.
23. Humphries MD, Gurney K (2008): Network 'small-world-ness': A quantitative method for determining canonical network equivalence. PLoS ONE 3: e0002051.
24. Jin SH, Kwon YJ, Jeong JS, Kwon SW, Shin DH (2006a) Differences in brain information transmission between gifted and normal children during scientific hypothesis generation. Brain Cogn 62: 191-197.
25. Jin SH, Kwon YJ, Jeong JS, Kwon SW, Shin DH (2006b) Increased information transmission during scientific hypothesis generation: Mutual information analysis of multichannel EEG. Int J Psychophysiol 62: 337-344.
26. Jin SH, Lin P, Hallett M (2010): Linear and nonlinear information flow based on time delayed mutual information method and its application to corticomuscular interaction. Clin Neurophysiol 121: 392-401.
27. Kopell N, Ermentrout GB, Whittington MA, Traub RD (2000): Gamma rhythms and beta rhythms have different synchronization properties. Proc Natl Acad Sci USA 97: 1867-1872.
28. Latora V, Marchiori M (2001): Efficient behavior of small-world networks. Phys Rev Lett 87: 198701.
29. Latora V, Marchiori M (2003): Economic small-world behavior in weighted networks. Eur Phys J B 32: 249-263.
30. Leocani L, Toro C, Manganotti P, Zhuang P, Hallett M (1997): Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements. Electroencephalogr Clin Neurophysiol 104: 199-206.
31. Liu Y, Liang M, Zhou Y, He Y, Hao Y, Song M, Yu C, Liu H, Liu Z, Jiang T (2008): Disrupted small-world networks in schizophrenia. Brain 131: 945-961.
32. MacDonald PA, Paus T (2003): The role of parietal cortex in awareness of self-generated movements: A transcranial magnetic stimulation study. Cereb Cortex 13: 962-967.
33. Manganotti P, Gerloff C, Toro C, Katsuta H, Sadato N, Zhuang P, Leocani L, Hallett M (1998): Task-related coherence and task-related spectral power changes during sequential finger movements. Electroencephalogr Clin Neurophysiol 109: 50-62.
34. Mima T, Matsuoka T, Hallett M (2000): Functional coupling of human right and left cortical motor areas demonstrated with partial coherence analysis. Neurosci Lett 287: 93-96.
35. Mima T, Oluwatimilehin T, Hiraoka T, Hallett M (2001): Transient interhemispheric neuronal synchrony correlates with object recognition. J Neurosci 21: 3942-3948.
36. Nolte G, Bai O, Wheaton L, Mari Z, Vorbach S, Hallett M (2004): Identifying true brain interaction from EEG data during the imaginary part of coherency. Clin Neurophysiol 115: 2292-2307.
37. Nunez PL, Srinivasan R (2006): Electric Fields of the Brain, The Neurophysics of EEG. New York: Oxford University Press.
38. Petermann T, Thiagarajan TC, Lebedev MA, Nicolelis MA, Chialvo DR, Plenz D (2009): Spontaneous cortical activity in awake monkeys composed of neuronal avalanches. Proc Natl Acad Sci USA 106: 15921-15926.
39. Pfurtscheller G, Neuper C, Andrew C, Edlinger G (1997a) Foot and hand area mu rhythms. Int J Psychophysiol 26: 121-135.
40. Pfurtscheller G, Stancak JrA, Edlinger G (1997b) On the existence of different types of central beta rhythms below 30 Hz. Electroencephalogr Clin Neurophysiol 102: 316-325.
41. Reijneveld JC, Ponten SC, Berendse HW, Stam CJ (2007): The application of graph theoretical analysis to complex networks in the brain. Clin Neurophysiol 118: 2317-2331.
42. Roulston MS (1999): Estimating the errors on measured entropy and mutual information. Phys D 125: 285-294.
43. Sadato N, Campbell G, Ibáñez V, Deiber M, Hallett M (1996): Complexity affects regional cerebral blood flow change during sequential finger movements. J Neurosci 16: 2691-2700.
44. Sakai K, Hikosaka O, Miyauchi S, Takino R, Sasaki Y, Pütz B (1998): Transition of brain activation from frontal to parietal areas in visuomotor sequence learning. J Neurosci 18: 1827-1840.
45. Salvador R, Suckling J, Coleman M, Pickard JD, Menon DK, Bullmore E. (2005): Neurophysiological architecture of functional magnetic resonance images of human brain. Cereb Cortex 15: 1332-1342.
46. Serrien DJ, Brown P (2002): The functional role of interhemispheric synchronization in the control of bimanual timing tasks. Exp Brain Res 147: 268-272.
47. Serrien DJ, Cassidy MJ, Brown P (2003): The importance of the dominant hemisphere in the organization of bimanual movements. Hum Brain Mapp 18: 296-305.
48. Singer W (1999): Neuronal synchrony: A versatile code for the definition of relations? Neuron 24: 49-65.
49. Schnitzler A, Gross J (2005): Normal and pathological oscillatory communication in the brain. Nat Rev Neurosci 6: 285-296.
50. Sporns O, Zwi JD (2004): The small world of the cerebral cortex. Neuroinformatics 2: 145-162.
51. Sporns O, Honey CJ (2006): Small worlds inside big brain. Proc Natl Acad Sci USA 103: 19219-19220.
52. Sporns O, Tononi G, Edelman GM (2000): Connectivity and complexity: The relationship between neuroanatomy and brain dynamics. Neural Network 13: 909-922.
53. Sporns O, Chialvo DR, Kaiser M, Hilgetag CC (2004): Organization, development and function of complex brain networks. Trends Cogn Sci 8: 418-425.
54. Stam CJ, Jones BF, Nolte G, Breakspear M, Scheltens P (2007a) Small-world networks and functional connectivity in Alzheimer's disease. Cereb Cortex 17: 92-99.
55. Stam CJ, Nolte G, Daffertshofer A (2007b) Phase lag index: Assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp 28: 1178-1193.
56. Tallon-Baudry C, Bertrand O, Fischer C (2001): Oscillatory synchrony between human extrastriate areas during visual short-term memory maintenance. J Neurosci 21: RC177.
57. Tallon-Baudry C, Mandon S, Freiwald WA, Kreiter AK (2004): Oscillatory synchrony in the monkey temporal lobe correlates with performance in a visual short-term memory task. Cereb Cortex 14: 713-720.
58. Varela F, Lachaux JP, Rodriguez E, Martinerie J (2001): The brainweb: Phase synchronization and large-scale integration. Nat Rev Neurosci 2: 229-239.
59. Wang L, Zhu C, He Y, Zang Y, Cao Q, Zhang H, Cao Q, Zhang H, Zhong Q, Wang Y (2009): Altered small-world brain functional networks in children with attention-deficit/hyperactivity disorder. Hum Brain Mapp 30: 638-649.
60. Wang L, Yu, C, Chen H, Qin W, He Y, Fan F et al. (2010): Dynamic functional reorganization of the motor execution network after stroke. Brain 133: 1224-1238.
61. Watts DJ, Strogatz SH (1998): Collective dynamics of "small-world" networks. Nature 393: 440-442.
62. Witt S, Laird AR, Meyerand ME (2008): Functional neuroimaging correlates of finger-tapping task variation: An ALE meta-analysis. Neuroimage 42: 343-356.
63. Yu S, Huang D, Singer W, Nikolic D (2008): A small world of neuronal synchrony. Cereb Cortex 18: 2891-2901.