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Volumn 3, Issue 2, 2013, Pages 69-78

Disorganization of Equilibrium Directional Interactions in the Brain Motor Network of Parkinson′s disease: New Insight of Resting State Analysis Using Granger Causality and Graphical Approach

Author keywords

Functional magnetic resonance imaging; graph theory; multivariate granger causality analysis; Parkinson s disease; resting state

Indexed keywords


EID: 84900530921     PISSN: None     EISSN: 22287477     Source Type: Journal    
DOI: 10.4103/2228-7477.114377     Document Type: Article
Times cited : (15)

References (56)
  • 1
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • Bullmore E, Sporns O. Complex brain networks: Graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 2009;10:186-98.
    • (2009) Nat Rev Neurosci , vol.10 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 2
    • 4444318641 scopus 로고    scopus 로고
    • Organization, development and function of complex brain networks
    • Sporns O, Chialvo DR, Kaiser M, Hilgetag CC. Organization, development and function of complex brain networks. Trends Cogn Sci 2004;8:418-25.
    • (2004) Trends Cogn Sci , vol.8 , pp. 418-425
    • Sporns, O.1    Chialvo, D.R.2    Kaiser, M.3    Hilgetag, C.C.4
  • 3
    • 77953961776 scopus 로고    scopus 로고
    • Exploring the brain network: A review on resting-state fMRI functional connectivity
    • Van den Heuvel MP, Hulshoff Pol HE. Exploring the brain network: A review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol 2010;20:519-34.
    • (2010) Eur Neuropsychopharmacol , vol.20 , pp. 519-534
    • Van Den Heuvel, M.P.1    Hulshoff Pol, H.E.2
  • 4
    • 77957935198 scopus 로고    scopus 로고
    • Graph-based network analysis of resting-state functional MRI
    • Wang J, Zuo XN, He Y. Graph-based network analysis of resting-state functional MRI. Front Syst Neurosci 2010;4:16.
    • (2010) Front Syst Neurosci , vol.4 , pp. 16
    • Wang, J.1    Zuo, X.N.2    He, Y.3
  • 5
    • 35148879706 scopus 로고    scopus 로고
    • Graph theoretical analysis of complex networks in the brain
    • Stam CJ, Reijneveld JC. Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 2007;1:3.
    • (2007) Nonlinear Biomed Phys , vol.1 , pp. 3
    • Stam, C.J.1    Reijneveld, J.C.2
  • 6
    • 0024599599 scopus 로고
    • Dynamics of neuronal firing correlation: Modulation of effective connectivity
    • Aertsen AM, Gerstein GL, Habib MK, Palm G. Dynamics of neuronal firing correlation: Modulation of effective connectivity. J Neurophysiol 1989;61:900-17.
    • (1989) J Neurophysiol , vol.61 , pp. 900-917
    • Aertsen, A.M.1    Gerstein, G.L.2    Habib, M.K.3    Palm, G.4
  • 7
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • Biswal B, Yetkin FZ, Haughton VM, Hyde JS. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 1995;34:537-41.
    • (1995) Magn Reson Med , vol.34 , pp. 537-541
    • Biswal, B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 11
    • 0032835346 scopus 로고    scopus 로고
    • Interregional connectivity to primary motor cortex revealed using MRI resting state images
    • Xiong J, Parsons LM, Gao JH, Fox PT. Interregional connectivity to primary motor cortex revealed using MRI resting state images. Hum Brain Mapp 1999;8:151-6.
    • (1999) Hum Brain Mapp , vol.8 , pp. 151-156
    • Xiong, J.1    Parsons, L.M.2    Gao, J.H.3    Fox, P.T.4
  • 12
    • 0028190347 scopus 로고
    • Functional and effective connectivity in neuroimaging: A synthesis
    • Friston KJ. Functional and effective connectivity in neuroimaging: A synthesis. Hum Brain Mapp 1994;2:56-78.
    • (1994) Hum Brain Mapp , vol.2 , pp. 56-78
    • Friston, K.J.1
  • 13
    • 70349969889 scopus 로고    scopus 로고
    • Imagery of a moving object: The role of occipital cortex and human MT/V5+
    • Kaas A, Weigelt S, Roebroeck A, Kohler A, Muckli L. Imagery of a moving object: The role of occipital cortex and human MT/V5+. Neuroimage 2010;49:794-804.
    • (2010) Neuroimage , vol.49 , pp. 794-804
    • Kaas, A.1    Weigelt, S.2    Roebroeck, A.3    Kohler, A.4    Muckli, L.5
  • 14
    • 33747441407 scopus 로고    scopus 로고
    • A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based timevarying Granger causality
    • Sato JR, Junior EA, Takahashi DY, Maria DE, Felix M, Brammer MJ, et al. A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based timevarying Granger causality. Neuroimage 2006;31:187-96.
    • (2006) Neuroimage , vol.31 , pp. 187-196
    • Sato, J.R.1    Junior, E.A.2    Takahashi, D.Y.3    Maria, D.E.4    Felix, M.5    Brammer, M.J.6
  • 15
    • 67650474054 scopus 로고    scopus 로고
    • Changes in the interaction of resting-state neural networks from adolescence to adulthood
    • Stevens MC, Pearlson GD, Calhoun VD. Changes in the interaction of resting-state neural networks from adolescence to adulthood. Hum Brain Mapp 2009;30:2356-66.
    • (2009) Hum Brain Mapp , vol.30 , pp. 2356-2366
    • Stevens, M.C.1    Pearlson, G.D.2    Calhoun, V.D.3
  • 16
    • 78650943329 scopus 로고    scopus 로고
    • Small-world directed networks in the human brain: Multivariate Granger causality analysis of resting-state fMRI
    • Liao W, Ding J, Marinazzo D, Xu Q, Wang Z, Yuan C, et al. Small-world directed networks in the human brain: Multivariate Granger causality analysis of resting-state fMRI. Neuroimage 2011;54:2683-94.
    • (2011) Neuroimage , vol.54 , pp. 2683-2694
    • Liao, W.1    Ding, J.2    Marinazzo, D.3    Xu, Q.4    Wang, Z.5    Yuan, C.6
  • 17
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger C. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 1969;37:424-38.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.1
  • 18
    • 49349088149 scopus 로고    scopus 로고
    • Evaluation of the effective connectivity of the dominant primary motor cortex during bimanual movement using Granger causality
    • Gao Q, Chen H, Gong Q. Evaluation of the effective connectivity of the dominant primary motor cortex during bimanual movement using Granger causality. Neurosci Lett 2008;443:1-6.
    • (2008) Neurosci Lett , vol.443 , pp. 1-6
    • Gao, Q.1    Chen, H.2    Gong, Q.3
  • 19
    • 33745595378 scopus 로고    scopus 로고
    • Causal connectivity of evolved neural networks during behavior
    • Seth AK. Causal connectivity of evolved neural networks during behavior. Network 2005;16:35-54.
    • (2005) Network , vol.16 , pp. 35-54
    • Seth, A.K.1
  • 20
    • 67649662225 scopus 로고    scopus 로고
    • Analyzing brain networks with PCA and conditional Granger causality
    • Zhou Z, Chen Y, Ding M, Wright P, Lu Z, Liu Y. Analyzing brain networks with PCA and conditional Granger causality. Hum Brain Mapp 2009;30:2197-206.
    • (2009) Hum Brain Mapp , vol.30 , pp. 2197-2206
    • Zhou, Z.1    Chen, Y.2    Ding, M.3    Wright, P.4    Lu, Z.5    Liu, Y.6
  • 21
    • 61449223481 scopus 로고    scopus 로고
    • Modelling and analysis of time-variant directed interrelations between brain regions based on BOLD-signals
    • Hemmelmann D, Ungureanu M, Hesse W, Wüstenberg T, Reichenbach JR, Witte OW, et al. Modelling and analysis of time-variant directed interrelations between brain regions based on BOLD-signals. Neuroimage 2009;45:722-37.
    • (2009) Neuroimage , vol.45 , pp. 722-737
    • Hemmelmann, D.1    Ungureanu, M.2    Hesse, W.3    Wüstenberg, T.4    Reichenbach, J.R.5    Witte, O.W.6
  • 22
    • 0035433274 scopus 로고    scopus 로고
    • Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance
    • Kaminski M, Ding M, Truccolo WA, Bressler S. Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance. Biol Cybern 2001;85:145-57.
    • (2001) Biol Cybern , vol.85 , pp. 145-157
    • Kaminski, M.1    Ding, M.2    Truccolo, W.A.3    Bressler, S.4
  • 23
    • 34548014282 scopus 로고    scopus 로고
    • Amplitude of fluctuations in brain activity observed with functional magnetic resonance imaging
    • Fox MD, Raichle ME. Amplitude of fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 2007;8:700-11.
    • (2007) Nat Rev Neurosci , vol.8 , pp. 700-711
    • Fox, M.D.1    Raichle, M.E.2
  • 24
    • 66149131099 scopus 로고    scopus 로고
    • Parcellation-dependent small-world brain functional networks: A resting-state fMRI study
    • Wang J, Wang L, Zang Y, Yang H, Tang H, Gong Q, et al. Parcellation-dependent small-world brain functional networks: A resting-state fMRI study. Hum Brain Mapp 2009;30:1511-23.
    • (2009) Hum Brain Mapp , vol.30 , pp. 1511-1523
    • Wang, J.1    Wang, L.2    Zang, Y.3    Yang, H.4    Tang, H.5    Gong, Q.6
  • 25
    • 77952317463 scopus 로고    scopus 로고
    • Comparison of characteristics between region-A nd voxel-based network analyses in resting-state fMRI data
    • Hayasaka S, Laurienti PJ. Comparison of characteristics between region-A nd voxel-based network analyses in resting-state fMRI data. Neuroimage 2010;50:499-508.
    • (2010) Neuroimage , vol.50 , pp. 499-508
    • Hayasaka, S.1    Laurienti, P.J.2
  • 26
    • 52449135495 scopus 로고    scopus 로고
    • Pathophysiology of Parkinsonism
    • Galvan A, Wichmann T. Pathophysiology of Parkinsonism. Clin Neurophysiol 2008;119:1459-74.
    • (2008) Clin Neurophysiol , vol.119 , pp. 1459-1474
    • Galvan, A.1    Wichmann, T.2
  • 27
    • 41149163183 scopus 로고    scopus 로고
    • Parkinson′s disease: Clinical features and diagnosis
    • Jankovic J. Parkinson′s disease: Clinical features and diagnosis. J Neurol Neurosurg Psychiatry 2008;79:368-76.
    • (2008) J Neurol Neurosurg Psychiatry , vol.79 , pp. 368-376
    • Jankovic, J.1
  • 29
    • 78951490496 scopus 로고    scopus 로고
    • Effective connectivity of brain networks during self-initiated movement in Parkinson′s disease
    • Wu T, Wang L, Hallett M, Chen Y, Li K, Chan P. Effective connectivity of brain networks during self-initiated movement in Parkinson′s disease. Neuroimage 2011;55:204-15.
    • (2011) Neuroimage , vol.55 , pp. 204-215
    • Wu, T.1    Wang, L.2    Hallett, M.3    Chen, Y.4    Li, K.5    Chan, P.6
  • 30
    • 79952694272 scopus 로고    scopus 로고
    • Resting state fMRI reveals increased subthalamic nucleus-motor cortex connectivity in Parkinson′s disease
    • Baudrexel S, Witte T, Seifried C, Von Wegner F, Beissner F, Klein JC, et al. Resting state fMRI reveals increased subthalamic nucleus-motor cortex connectivity in Parkinson′s disease. Neuroimage 2011;55:1728-38.
    • (2011) Neuroimage , vol.55 , pp. 1728-1738
    • Baudrexel, S.1    Witte, T.2    Seifried, C.3    Von Wegner, F.4    Beissner, F.5    Klein, J.C.6
  • 31
    • 67349153695 scopus 로고    scopus 로고
    • Changes of functional connectivity of the motor network in the resting state in Parkinson′s disease
    • Wu T, Wang L, Chen Y, Zhao C, Li K, Chan P. Changes of functional connectivity of the motor network in the resting state in Parkinson′s disease. Neurosci Lett 2009;460:6-10.
    • (2009) Neurosci Lett , vol.460 , pp. 6-10
    • Wu, T.1    Wang, L.2    Chen, Y.3    Zhao, C.4    Li, K.5    Chan, P.6
  • 32
    • 79959312364 scopus 로고    scopus 로고
    • Connectivity brain networks based on wavelet correlation analysis in Parkinson fMRI data
    • Skidmore F, Korenkevych D, Liua Y, He G, Bullmore E, Pardalos PM. Connectivity brain networks based on wavelet correlation analysis in Parkinson fMRI data. Neurosci Lett 2011;499:47-51.
    • (2011) Neurosci Lett , vol.499 , pp. 47-51
    • Skidmore, F.1    Korenkevych, D.2    Liua, Y.3    He, G.4    Bullmore, E.5    Pardalos, P.M.6
  • 33
    • 58149458423 scopus 로고    scopus 로고
    • Levodopa-sensitive, dynamic change in effective connectivity during simultaneous movements in Parkinson′s disease
    • Palmer SJ, Eigenramm L, Hoque T, Mccaig RG, Troiano A, Mckeown MJ. Levodopa-sensitive, dynamic change in effective connectivity during simultaneous movements in Parkinson′s disease. Neuroscience 2009;158:693-704.
    • (2009) Neuroscience , vol.158 , pp. 693-704
    • Palmer, S.J.1    Eigenramm, L.2    Hoque, T.3    McCaig, R.G.4    Troiano, A.5    McKeown, M.J.6
  • 34
    • 0003328102 scopus 로고
    • The theory of prediction
    • editor Beckenbach EF. New York: McGraw-Hill;
    • Wiener N. The theory of prediction. In Modern Mathematics for Engineers, editor Beckenbach EF. New York: McGraw-Hill; 1956.
    • (1956) Modern Mathematics for Engineers
    • Wiener, N.1
  • 35
    • 55149125233 scopus 로고    scopus 로고
    • Granger causality
    • Seth A. Granger causality. Scholarpedia 2007;2:1667.
    • (2007) Scholarpedia , vol.2 , pp. 1667
    • Seth, A.1
  • 36
    • 84894912254 scopus 로고
    • Measurement of linear dependence and feedback between multiple time series
    • Geweke J. Measurement of linear dependence and feedback between multiple time series. J Am Stat Assoc 1982;77:304-13.
    • (1982) J Am Stat Assoc , vol.77 , pp. 304-313
    • Geweke, J.1
  • 37
    • 84950949120 scopus 로고
    • Measurement of linear dependence and feedback between multiple time series
    • Geweke J. Measurement of linear dependence and feedback between multiple time series. J Am Stat Assoc 1984;79:907-15.
    • (1984) J Am Stat Assoc , vol.79 , pp. 907-915
    • Geweke, J.1
  • 38
    • 74149089224 scopus 로고    scopus 로고
    • A MATLAB toolbox for Granger causal connectivity analysis
    • Seth AK. A MATLAB toolbox for Granger causal connectivity analysis. J Neurosci Methods 2010;186:262-73.
    • (2010) J Neurosci Methods , vol.186 , pp. 262-273
    • Seth, A.K.1
  • 39
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE T Automat Contr 1974;19:716-23.
    • (1974) IEEE T Automat Contr , vol.19 , pp. 716-723
    • Akaike, H.1
  • 40
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwartz G. Estimating the dimension of a model. Ann Stat 1978;5:461-4.
    • (1978) Ann Stat , vol.5 , pp. 461-464
    • Schwartz, G.1
  • 41
    • 77954385460 scopus 로고    scopus 로고
    • Complex network measures of brain connectivity: Uses and interpretations
    • Rubinov M, Sporns O. Complex network measures of brain connectivity: Uses and interpretations. Neuroimage 2010;52:1059-69.
    • (2010) Neuroimage , vol.52 , pp. 1059-1069
    • Rubinov, M.1    Sporns, O.2
  • 45
    • 41449087415 scopus 로고    scopus 로고
    • Community structure in directed networks
    • Leicht EA, Newman ME. Community structure in directed networks. Phys Rev Lett 2008;100:118703.
    • (2008) Phys Rev Lett , vol.100 , pp. 118703
    • Leicht, E.A.1    Newman, M.E.2
  • 46
    • 65349088487 scopus 로고    scopus 로고
    • Uncovering intrinsic modular organization of spontaneous brain activity in humans
    • He Y, Wang J, Wang L, Chen ZJ, Yan C, Yang H, et al. Uncovering intrinsic modular organization of spontaneous brain activity in humans. PLoS One 2009;4:e5226.
    • (2009) PLoS One , vol.4 , pp. e5226
    • He, Y.1    Wang, J.2    Wang, L.3    Chen, Z.J.4    Yan, C.5    Yang, H.6
  • 48
    • 34548543737 scopus 로고    scopus 로고
    • Isolating physiologic noise sources with independently determined spatial measures
    • Beall EB, Lowe MJ. Isolating physiologic noise sources with independently determined spatial measures. Neuroimage 2007;37:1286-300.
    • (2007) Neuroimage , vol.37 , pp. 1286-1300
    • Beall, E.B.1    Lowe, M.J.2
  • 49
    • 73849130962 scopus 로고    scopus 로고
    • Evaluating the effective connectivity of resting state networks using conditional Granger causality
    • Liao W, Mantini D, Zhang Z, Pan Z, Ding J, Gong G, et al. Evaluating the effective connectivity of resting state networks using conditional Granger causality. Biol Cybern 2010;102:57-69.
    • (2010) Biol Cybern , vol.102 , pp. 57-69
    • Liao, W.1    Mantini, D.2    Zhang, Z.3    Pan, Z.4    Ding, J.5    Gong, G.6
  • 50
    • 78649683713 scopus 로고    scopus 로고
    • Granger causal influence predicts BOLD activity levels in the default mode network
    • Jiao Q, Lu G, Zhang Z, Zhong Y, Wang Z, Guo Y, et al. Granger causal influence predicts BOLD activity levels in the default mode network. Hum Brain Mapp 2010;32:154-61.
    • (2010) Hum Brain Mapp , vol.32 , pp. 154-161
    • Jiao, Q.1    Lu, G.2    Zhang, Z.3    Zhong, Y.4    Wang, Z.5    Guo, Y.6
  • 51
    • 50449099617 scopus 로고    scopus 로고
    • A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks
    • Sridharan D, Levitin DJ, Menon V. A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci USA 2008;105:12569-74.
    • (2008) Proc Natl Acad Sci USA , vol.105 , pp. 12569-12574
    • Sridharan, D.1    Levitin, D.J.2    Menon, V.3
  • 52
    • 59949083745 scopus 로고    scopus 로고
    • Functional connectivity of default mode network components: Correlation, anticorrelation, and causality
    • Uddin LQ, Kelly AM, Biswal BB, Castellanos FX, Milham MP. Functional connectivity of default mode network components: Correlation, anticorrelation, and causality. Hum Brain Mapp 2009;30:625-37.
    • (2009) Hum Brain Mapp , vol.30 , pp. 625-637
    • Uddin, L.Q.1    Kelly, A.M.2    Biswal, B.B.3    Castellanos, F.X.4    Milham, M.P.5
  • 53
    • 84864592590 scopus 로고    scopus 로고
    • Basal ganglia circuits changes in Parkinson′s disease patients
    • Wu T, Wang J, Wang C, Hallett M, Zang Y, Wu X, et al. Basal ganglia circuits changes in Parkinson′s disease patients. Neurosci Lett 2012;524:55-9.
    • (2012) Neurosci Lett , vol.524 , pp. 55-59
    • Wu, T.1    Wang, J.2    Wang, C.3    Hallett, M.4    Zang, Y.5    Wu, X.6
  • 54
  • 55
    • 84866671224 scopus 로고    scopus 로고
    • Neuronal dynamics and neuropsychiatric disorders: Toward a translational paradigm for dysfunctional large-scale networks
    • Uhlhaas PJ, Singer W. Neuronal dynamics and neuropsychiatric disorders: Toward a translational paradigm for dysfunctional large-scale networks. Neuron 2012;75:963-80.
    • (2012) Neuron , vol.75 , pp. 963-980
    • Uhlhaas, P.J.1    Singer, W.2


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