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Volumn 5, Issue 9, 2015, Pages 554-564

Information Flow between Resting-State Networks

Author keywords

Alzheimer's disease; functional magnetic resonance imaging; independent component analysis; multivariate Granger causality; resting state networks

Indexed keywords

AGED; ALZHEIMER DISEASE; ARTICLE; BRAIN FUNCTION; CLINICAL ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; DEMOGRAPHY; DISEASE COURSE; EXECUTIVE FUNCTION; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMICS; HUMAN; INFORMATION PROCESSING; KERNEL METHOD; MALE; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; RESTING STATE NETWORK; TIME SERIES ANALYSIS; BRAIN; BRAIN MAPPING; MULTIVARIATE ANALYSIS; NERVE CELL NETWORK; PATHOPHYSIOLOGY; PHYSIOLOGY; PRINCIPAL COMPONENT ANALYSIS; PROCEDURES; REST;

EID: 84954358897     PISSN: 21580014     EISSN: 21580022     Source Type: Journal    
DOI: 10.1089/brain.2014.0337     Document Type: Article
Times cited : (15)

References (66)
  • 1
    • 0026271715 scopus 로고
    • Structural plasticity of synapses in Alzheimer's disease
    • Adams IM. 1991. Structural plasticity of synapses in Alzheimer's disease. Mol Neurobiol 5:411-419.
    • (1991) Mol Neurobiol , vol.5 , pp. 411-419
    • Adams, I.M.1
  • 3
    • 71549116419 scopus 로고    scopus 로고
    • Granger causality and transfer entropy are equivalent for Gaussian variables
    • Barnett L, Barrett AB, Seth AK. 2009. Granger causality and transfer entropy are equivalent for Gaussian variables. Phys Rev Lett 103:238701.
    • (2009) Phys Rev Lett , vol.103 , pp. 238701
    • Barnett, L.1    Barrett, A.B.2    Seth, A.K.3
  • 4
    • 77951117702 scopus 로고    scopus 로고
    • Multivariate Granger causality and generalized variance
    • Barrett AB, Barnett L, Seth AK. 2010. Multivariate Granger causality and generalized variance. Phys Rev E 81:041907.
    • (2010) Phys Rev e , vol.81 , pp. 041907
    • Barrett, A.B.1    Barnett, L.2    Seth, A.K.3
  • 6
    • 1342324773 scopus 로고    scopus 로고
    • Probabilistic independent component analysis for functional magnetic resonance imaging
    • Beckmann CF, Smith SM. 2004. Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Trans Med Imaging 23:137-152.
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 137-152
    • Beckmann, C.F.1    Smith, S.M.2
  • 7
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell AJ, Sejnowski TJ. 1995. An information-maximization approach to blind separation and blind deconvolution. Neural Comput 7:1129-1159.
    • (1995) Neural Comput , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 8
    • 38849093909 scopus 로고    scopus 로고
    • Cholinesterase inhibition modulates visual and attentional brain responses in Alzheimer's disease and health
    • Bentley P, Driver J, Dolan RJ. 2008. Cholinesterase inhibition modulates visual and attentional brain responses in Alzheimer's disease and health. Brain 131:409-424.
    • (2008) Brain , vol.131 , pp. 409-424
    • Bentley, P.1    Driver, J.2    Dolan, R.J.3
  • 11
    • 80051715130 scopus 로고    scopus 로고
    • Wiener-granger causality: A wellestablished methodology
    • Bressler SL, Seth AK. 2011. Wiener-granger causality: a wellestablished methodology. Neuroimage 58:323-329.
    • (2011) Neuroimage , vol.58 , pp. 323-329
    • Bressler, S.L.1    Seth, A.K.2
  • 13
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • Bullmore E, Sporns O. 2009. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10:186-198.
    • (2009) Nat Rev Neurosci , vol.10 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 15
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox RW. 1996. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 29:162-173.
    • (1996) Comput Biomed Res , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 18
    • 64049105145 scopus 로고    scopus 로고
    • Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls
    • Demirci O, Stevens MC, Andreasen NC, Michael A, Liu J, White T, Pearlson GD, Clark VP, Calhoun VD. 2009. Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls. Neuroimage 46:419-431.
    • (2009) Neuroimage , vol.46 , pp. 419-431
    • Demirci, O.1    Stevens, M.C.2    Andreasen, N.C.3    Michael, A.4    Liu, J.5    White, T.6    Pearlson, G.D.7    Clark, V.P.8    Calhoun, V.D.9
  • 20
    • 84880332133 scopus 로고    scopus 로고
    • Graph analysis of the human connectome: Promise, progress, and pitfalls
    • Fornito A, Zalesky A, Breakspear M. 2013. Graph analysis of the human connectome: promise, progress, and pitfalls. Neuroimage 80:426-444.
    • (2013) Neuroimage , vol.80 , pp. 426-444
    • Fornito, A.1    Zalesky, A.2    Breakspear, M.3
  • 22
    • 61349120207 scopus 로고    scopus 로고
    • Causal modelling and brain connectivity in functional magnetic resonance imaging
    • Friston KJ. 2009. Causal modelling and brain connectivity in functional magnetic resonance imaging. PLoS Biol 7:e33.
    • (2009) PLoS Biol , vol.7 , pp. e33
    • Friston, K.J.1
  • 23
    • 80051779591 scopus 로고    scopus 로고
    • Dynamic causal modeling and Granger causality Comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution
    • Friston KJ. 2011. Dynamic causal modeling and Granger causality Comments on: the identification of interacting networks in the brain using fMRI: model selection, causality and deconvolution. Neuroimage 58:303-305.
    • (2011) Neuroimage , vol.58 , pp. 303-305
    • Friston, K.J.1
  • 25
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectralmethods
    • Granger CWJ. 1969. Investigating causal relations by econometric models and cross-spectralmethods. Econometrica 37:424-438.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 26
    • 1842427969 scopus 로고    scopus 로고
    • Defaultmode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI
    • Greicius MD, Srivastava C, Reiss AL, Menon V. 2004. Defaultmode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci U S A 101:4637-4642.
    • (2004) Proc Natl Acad Sci U S A , vol.101 , pp. 4637-4642
    • Greicius, M.D.1    Srivastava, C.2    Reiss, A.L.3    Menon, V.4
  • 27
    • 84876744243 scopus 로고    scopus 로고
    • Brain organization into resting state networks emerges at criticality on a model of the human connectome
    • Haimovici A, Tagliazucchi E, Balenzuela P, Chialvo DR. 2013. Brain organization into resting state networks emerges at criticality on a model of the human connectome. Phys Rev Lett 110:178101.
    • (2013) Phys Rev Lett , vol.110 , pp. 178101
    • Haimovici, A.1    Tagliazucchi, E.2    Balenzuela, P.3    Chialvo, D.R.4
  • 28
  • 30
    • 84876175622 scopus 로고    scopus 로고
    • Alterations of directional connectivity among resting-state networks in Alzheimer disease
    • Li R, Wu X, Chen K, Fleisher AS, Reiman EM, Yao L. 2013. Alterations of directional connectivity among resting-state networks in Alzheimer disease. AJNR Am J Neuroradiol 34:340-345.
    • (2013) AJNR Am J Neuroradiol , vol.34 , pp. 340-345
    • Li, R.1    Wu, X.2    Chen, K.3    Fleisher, A.S.4    Reiman, E.M.5    Yao, L.6
  • 31
    • 0036789652 scopus 로고    scopus 로고
    • Alzheimers disease: Evaluation of a functional MR imaging index as a marker
    • Li SJ, Li Z, Wu G, Zhang MJ, Franczak M, Antuono PG. 2002. Alzheimers disease: evaluation of a functional MR imaging index as a marker. Radiology 225:253-259.
    • (2002) Radiology , vol.225 , pp. 253-259
    • Li, S.J.1    Li, Z.2    Wu, G.3    Zhang, M.J.4    Franczak, M.5    Antuono, P.G.6
  • 32
    • 84897531786 scopus 로고    scopus 로고
    • Altered causal connectivity of resting state brain networks in amnesic MCI
    • Liang P, Li Z, Deshpande G, Wang Z, Hu X, Li K. 2014. Altered causal connectivity of resting state brain networks in amnesic MCI. PLoS One 9:e88476.
    • (2014) PLoS One , vol.9 , pp. e88476
    • Liang, P.1    Li, Z.2    Deshpande, G.3    Wang, Z.4    Hu, X.5    Li, K.6
  • 33
    • 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, Zhang Z, Lu G, Chen H. 2011. Small-world directed networks in the human brain: multivariate granger causality analysis of resting-state fMRI. Neuroimage 14:2683-2694.
    • (2011) Neuroimage , vol.14 , pp. 2683-2694
    • Liao, W.1    Ding, J.2    Marinazzo, D.3    Xu, Q.4    Wang, Z.5    Yuan, C.6    Zhang, Z.7    Lu, G.8    Chen, H.9
  • 35
    • 84868118032 scopus 로고    scopus 로고
    • Investigation of the effective connectivity of resting state networks in Alzheimer's disease: A functional mri study combining independent components analysis and multivariate granger causality analysis
    • Liu Z, Zhang Y, Bai L, Yan H, Dai R, Zhong C, Wang H, Wei W, Xue T, Feng Y, You Y, Tian J. 2012. Investigation of the effective connectivity of resting state networks in Alzheimer's disease: a functional mri study combining independent components analysis and multivariate granger causality analysis. NMR Biomed 25:1311-1320.
    • (2012) NMR Biomed , vol.25 , pp. 1311-1320
    • Liu, Z.1    Zhang, Y.2    Bai, L.3    Yan, H.4    Dai, R.5    Zhong, C.6    Wang, H.7    Wei, W.8    Xue, T.9    Feng, Y.10    You, Y.11    Tian, J.12
  • 36
    • 85061302715 scopus 로고    scopus 로고
    • Disruption of transfer entropy and inter-hemispheric brain functional connectivity in patients with disorder of consciousness
    • Maki-Marttunen V, Diez I, Cortes JM, Chialvo DR, Villarreal M. 2013. Disruption of transfer entropy and inter-hemispheric brain functional connectivity in patients with disorder of consciousness. Front Neuroinform 7:24.
    • (2013) Front Neuroinform , vol.7 , pp. 24
    • Maki-Marttunen, V.1    Diez, I.2    Cortes, J.M.3    Chialvo, D.R.4    Villarreal, M.5
  • 39
    • 7044249748 scopus 로고    scopus 로고
    • Partial least squares analysis of neuroimaging data: Applications and advances
    • McIntosh AR, Lobaugh NJ. 2004. Partial least squares analysis of neuroimaging data: applications and advances. Neuroimage 23:S250-S263.
    • (2004) Neuroimage , vol.23 , pp. S250-S263
    • McIntosh, A.R.1    Lobaugh, N.J.2
  • 40
    • 84904258921 scopus 로고    scopus 로고
    • Flexible modulation of network connectivity related to cognition in Alzheimer's disease
    • McLaren DG, Sperling RA, Atri A. 2014. Flexible modulation of network connectivity related to cognition in Alzheimer's disease. Neuroimage 15:544-557.
    • (2014) Neuroimage , vol.15 , pp. 544-557
    • McLaren, D.G.1    Sperling, R.A.2    Atri, A.3
  • 42
    • 7044235213 scopus 로고    scopus 로고
    • Modelling functional integration: A comparison of structural equation and dynamic causal models
    • Penny WD, Stephan KE, Mechelli A, Friston KJ. 2004. Modelling functional integration: a comparison of structural equation and dynamic causal models. Neuroimage 23:264-274.
    • (2004) Neuroimage , vol.23 , pp. 264-274
    • Penny, W.D.1    Stephan, K.E.2    Mechelli, A.3    Friston, K.J.4
  • 43
    • 70350455079 scopus 로고    scopus 로고
    • A paradigm shift in functional brain imaging
    • Raichle ME. 2009. A paradigm shift in functional brain imaging. J Neurosci 29:12729-12734.
    • (2009) J Neurosci , vol.29 , pp. 12729-12734
    • Raichle, M.E.1
  • 46
    • 34548535101 scopus 로고    scopus 로고
    • A default mode of brain function: A brief history of an evolving idea
    • Raichle ME, Snyder AZ. 2007. A default mode of brain function: a brief history of an evolving idea. Neuroimage 37:1083-1090.
    • (2007) Neuroimage , vol.37 , pp. 1083-1090
    • Raichle, M.E.1    Snyder, A.Z.2
  • 47
    • 35148829514 scopus 로고    scopus 로고
    • The application of graph theoretical analysis to complex networks in the brain
    • Reijneveldand 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.
    • (2007) Clin Neurophysiol , vol.118 , pp. 2317-2331
    • Reijneveldand, J.C.1    Ponten, S.C.2    Berendse, H.W.3    Stam, C.J.4
  • 49
    • 14244259417 scopus 로고    scopus 로고
    • Mapping directed influence over the brain using Granger causality and fMRI
    • Roebroeck A, Formisano E, Goebel R. 2005. Mapping directed influence over the brain using Granger causality and fMRI. Neuroimage 25:230-242.
    • (2005) Neuroimage , vol.25 , pp. 230-242
    • Roebroeck, A.1    Formisano, E.2    Goebel, R.3
  • 50
    • 28744448166 scopus 로고    scopus 로고
    • Altered resting state networks in mild cognitive impairment and mild Alzheimer's disease: An fMRI study
    • Rombouts SA, Barkhof FF, Goekoop R, Stam CJ, Scheltens P. 2005. Altered resting state networks in mild cognitive impairment and mild Alzheimer's disease: an fMRI study. Hum Brain Mapp 26:231-239.
    • (2005) Hum Brain Mapp , vol.26 , pp. 231-239
    • Rombouts, S.A.1    Barkhof, F.F.2    Goekoop, R.3    Stam, C.J.4    Scheltens, P.5
  • 51
    • 79959698221 scopus 로고    scopus 로고
    • Inhibition in early Alzheimer's disease: An fMRI-based study of effective connectivity
    • Rytsar R, Fornari E, Frackowiak RS, Ghika JA, Knyazeva MG. 2011. Inhibition in early Alzheimer's disease: an fMRI-based study of effective connectivity. Neuroimage 57:1131-1139.
    • (2011) Neuroimage , vol.57 , pp. 1131-1139
    • Rytsar, R.1    Fornari, E.2    Frackowiak, R.S.3    Ghika, J.A.4    Knyazeva, M.G.5
  • 53
    • 77954959510 scopus 로고    scopus 로고
    • Analyzing the connectivity between regions of interest: An approach based on cluster Granger causality for fMRI data analysis
    • Sato JR, Fujita A, Cardoso EF, Thomaz CE, Brammer MJ, Amaro E. 2010. Analyzing the connectivity between regions of interest: an approach based on cluster Granger causality for fMRI data analysis. Neuroimage 52:1444-1455.
    • (2010) Neuroimage , vol.52 , pp. 1444-1455
    • Sato, J.R.1    Fujita, A.2    Cardoso, E.F.3    Thomaz, C.E.4    Brammer, M.J.5    Amaro, E.6
  • 55
    • 12944275674 scopus 로고    scopus 로고
    • Measuring information transfer
    • Schreiber T. 2000. Measuring information transfer. Phys Rev Lett 85:461-464.
    • (2000) Phys Rev Lett , vol.85 , pp. 461-464
    • Schreiber, T.1
  • 56
    • 84882285123 scopus 로고    scopus 로고
    • Resting state functional connectivity in preclinical Alzheimer's disease
    • Sheline YI, Raichle ME. 2013. Resting state functional connectivity in preclinical Alzheimer's disease. Biol Psychiatry 74:340-347.
    • (2013) Biol Psychiatry , vol.74 , pp. 340-347
    • Sheline, Y.I.1    Raichle, M.E.2
  • 58
    • 4444318641 scopus 로고    scopus 로고
    • Organization, development and function of complex brain networks
    • Sporns O, Chialvo DR, Kaiser M, Hilgetag CC. 2004. Organization, development and function of complex brain networks. Trends Cogn Sci 8:418-425.
    • (2004) Trends Cogn Sci , vol.8 , pp. 418-425
    • Sporns, O.1    Chialvo, D.R.2    Kaiser, M.3    Hilgetag, C.C.4
  • 59
    • 35148879706 scopus 로고    scopus 로고
    • Graph theoretical analysis of complex networks in the brain
    • Stam CJ, Reijneveld JC. 2007. Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 1:3.
    • (2007) Nonlinear Biomed Phys , vol.1 , pp. 3
    • Stam, C.J.1    Reijneveld, J.C.2
  • 60
    • 84866296479 scopus 로고    scopus 로고
    • Criticality in large-scale brain fMRI dynamics unveiled by a novel point process analysis
    • Tagliazucchi E, Balenzuela P, Fraiman D, Chialvo DR. 2012. Criticality in large-scale brain fMRI dynamics unveiled by a novel point process analysis. Front Physiol 3:15.
    • (2012) Front Physiol , vol.3 , pp. 15
    • Tagliazucchi, E.1    Balenzuela, P.2    Fraiman, D.3    Chialvo, D.R.4
  • 63
    • 79960339168 scopus 로고    scopus 로고
    • Functional restingstate networks are differentially affected in schizophrenia
    • Woodward ND, Rogers B, Heckers S. 2011. Functional restingstate networks are differentially affected in schizophrenia. Schizophr Res 130:86-93.
    • (2011) Schizophr Res , vol.130 , pp. 86-93
    • Woodward, N.D.1    Rogers, B.2    Heckers, S.3
  • 64
    • 84875245879 scopus 로고    scopus 로고
    • A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data
    • Wu GR, Liao W, Stramaglia S, Ding JR, Chen H, Marinazzo D. 2013. A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data. Med Image Anal 17:365-374.
    • (2013) Med Image Anal , vol.17 , pp. 365-374
    • Wu, G.R.1    Liao, W.2    Stramaglia, S.3    Ding, J.R.4    Chen, H.5    Marinazzo, D.6
  • 65
    • 75149118852 scopus 로고    scopus 로고
    • Disease and the brain's dark energy
    • Zhang D, Raichle ME. 2010. Disease and the brain's dark energy. Nat Rev Neurol 6:15-28.
    • (2010) Nat Rev Neurol , vol.6 , pp. 15-28
    • Zhang, D.1    Raichle, M.E.2
  • 66
    • 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. 2009. Analyzing brain networks with PCA and conditional Granger causality. Hum Brain Mapp 30:2197-2206.
    • (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


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