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Volumn 135, Issue , 2016, Pages 92-106

Overlapping communities reveal rich structure in large-scale brain networks during rest and task conditions

Author keywords

Bayesian methods; Clustering; Functional MRI; Networks; Overlapping communities

Indexed keywords

ARTICLE; BAYES THEOREM; BRAIN FUNCTION; BRAIN REGION; CONTROLLED STUDY; FUNCTIONAL ANATOMY; FUNCTIONAL ASSESSMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MENTAL PERFORMANCE; MENTAL TASK; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE SCANNER; PRIORITY JOURNAL; RESTING STATE NETWORK; STRUCTURE ANALYSIS; BIOLOGICAL MODEL; BRAIN; BRAIN MAPPING; COGNITION; COMPUTER SIMULATION; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROCEDURES; REST; TASK PERFORMANCE;

EID: 84964914880     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2016.04.054     Document Type: Article
Times cited : (83)

References (75)
  • 3
    • 0022930826 scopus 로고
    • Parallel organization of functionally segregated circuits linking basal ganglia and cortex
    • Alexander G.E., DeLong M.R., Strick P.L. Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu. Rev. Neurosci. 1986, 9:357-381.
    • (1986) Annu. Rev. Neurosci. , vol.9 , pp. 357-381
    • Alexander, G.E.1    DeLong, M.R.2    Strick, P.L.3
  • 5
    • 84874386904 scopus 로고    scopus 로고
    • Describing functional diversity of brain regions and brain networks
    • Anderson M.L., Kinnison J., Pessoa L. Describing functional diversity of brain regions and brain networks. NeuroImage 2013, 73:50-58.
    • (2013) NeuroImage , vol.73 , pp. 50-58
    • Anderson, M.L.1    Kinnison, J.2    Pessoa, L.3
  • 7
    • 84879628020 scopus 로고    scopus 로고
    • Opportunities and limitations of intrinsic functional connectivity MRI
    • Buckner R.L., Krienen F.M., Yeo B.T.T. Opportunities and limitations of intrinsic functional connectivity MRI. Nat. Neurosci. 2013, 16:832-837.
    • (2013) Nat. Neurosci. , vol.16 , pp. 832-837
    • Buckner, R.L.1    Krienen, F.M.2    Yeo, B.T.T.3
  • 8
    • 84878229725 scopus 로고    scopus 로고
    • An investigation of the structural, connectional, and functional subspecialization in the human amygdala
    • Bzdok D., Laird A.R., Zilles K., Fox P.T., Eickhoff S.B. An investigation of the structural, connectional, and functional subspecialization in the human amygdala. Hum. Brain Mapp. 2013, 34:3247-3266.
    • (2013) Hum. Brain Mapp. , vol.34 , pp. 3247-3266
    • Bzdok, D.1    Laird, A.R.2    Zilles, K.3    Fox, P.T.4    Eickhoff, S.B.5
  • 9
    • 0035033714 scopus 로고    scopus 로고
    • Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms
    • Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms. Hum. Brain Mapp. 2001, 13:43-53.
    • (2001) Hum. Brain Mapp. , vol.13 , pp. 43-53
    • Calhoun, V.D.1    Adali, T.2    Pearlson, G.D.3    Pekar, J.J.4
  • 10
    • 77955558522 scopus 로고    scopus 로고
    • Detecting overlapping communities of weighted networks via a local algorithm
    • Chen D., Shang M., Lv Z., Fu Y. Detecting overlapping communities of weighted networks via a local algorithm. Physica A 2010, 389:4177-4187.
    • (2010) Physica A , vol.389 , pp. 4177-4187
    • Chen, D.1    Shang, M.2    Lv, Z.3    Fu, Y.4
  • 11
    • 84884419435 scopus 로고    scopus 로고
    • Dynamic cooperation and competition between brain systems during cognitive control
    • Cocchi L., Zalesky A., Fornito A., Mattingley J.B. Dynamic cooperation and competition between brain systems during cognitive control. Trends Cogn. Sci. 2013, 17:493-501.
    • (2013) Trends Cogn. Sci. , vol.17 , pp. 493-501
    • Cocchi, L.1    Zalesky, A.2    Fornito, A.3    Mattingley, J.B.4
  • 12
    • 73749084057 scopus 로고    scopus 로고
    • Identifying the brain's most globally connected regions
    • Cole M.W., Pathak S., Schneider W. Identifying the brain's most globally connected regions. NeuroImage 2010, 49:3132-3148.
    • (2010) NeuroImage , vol.49 , pp. 3132-3148
    • Cole, M.W.1    Pathak, S.2    Schneider, W.3
  • 14
    • 84903598153 scopus 로고    scopus 로고
    • Intrinsic and task-evoked network architectures of the human brain
    • Cole M.W., Bassett D.S., Power J.D., Braver T.S., Petersen S.E. Intrinsic and task-evoked network architectures of the human brain. Neuron 2014, 83:238-251.
    • (2014) Neuron , vol.83 , pp. 238-251
    • Cole, M.W.1    Bassett, D.S.2    Power, J.D.3    Braver, T.S.4    Petersen, S.E.5
  • 15
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput. Biomed. Res. 1996, 29:162-173.
    • (1996) Comput. Biomed. Res. , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 17
    • 0002344794 scopus 로고
    • Bootstrap methods: another look at the jackknife
    • Efron B. Bootstrap methods: another look at the jackknife. Ann. Stat. 1979, 1-26.
    • (1979) Ann. Stat. , pp. 1-26
    • Efron, B.1
  • 18
    • 84862997809 scopus 로고    scopus 로고
    • FreeSurfer
    • Fischl B. FreeSurfer. NeuroImage 2012, 62:774-781.
    • (2012) NeuroImage , vol.62 , pp. 774-781
    • Fischl, B.1
  • 19
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • Fortunato S. Community detection in graphs. Phys. Rep. 2010, 486:75-174.
    • (2010) Phys. Rep. , vol.486 , pp. 75-174
    • Fortunato, S.1
  • 20
    • 0031684639 scopus 로고    scopus 로고
    • Modes or models: a critique on independent component analysis for fMRI
    • Friston K.J. Modes or models: a critique on independent component analysis for fMRI. Trends Cogn. Sci. 1998, 2:373-375.
    • (1998) Trends Cogn. Sci. , vol.2 , pp. 373-375
    • Friston, K.J.1
  • 24
    • 84883369138 scopus 로고    scopus 로고
    • Efficient discovery of overlapping communities in massive networks
    • Gopalan P.K., Blei D.M. Efficient discovery of overlapping communities in massive networks. Proc. Natl. Acad. Sci. 2013, 110:14534-14539.
    • (2013) Proc. Natl. Acad. Sci. , vol.110 , pp. 14534-14539
    • Gopalan, P.K.1    Blei, D.M.2
  • 25
    • 84964801447 scopus 로고    scopus 로고
    • Individual variability of the system-level organization of the human brain.
    • (bhv239).
    • Gordon, E.M., Laumann, T.O., Adeyemo, B., Petersen, S.E., 2015. Individual variability of the system-level organization of the human brain. Cereb. Cortex, (bhv239).
    • (2015) Cereb. Cortex
    • Gordon, E.M.1    Laumann, T.O.2    Adeyemo, B.3    Petersen, S.E.4
  • 26
    • 84940586463 scopus 로고    scopus 로고
    • The strength of weak connections in the macaque cortico-cortical network
    • Goulas A., Schaefer A., Margulies D.S. The strength of weak connections in the macaque cortico-cortical network. Brain Struct. Funct. 2014, 1-13.
    • (2014) Brain Struct. Funct. , pp. 1-13
    • Goulas, A.1    Schaefer, A.2    Margulies, D.S.3
  • 27
    • 14644420038 scopus 로고    scopus 로고
    • Cartography of complex networks: modules and universal roles
    • Guimera R., Amaral L.A.N. Cartography of complex networks: modules and universal roles. J. Stat. Mech: Theory Exp. 2005, 2005.
    • (2005) J. Stat. Mech: Theory Exp. , vol.2005
    • Guimera, R.1    Amaral, L.A.N.2
  • 28
    • 14644396645 scopus 로고    scopus 로고
    • Functional cartography of complex metabolic networks
    • Guimera R., Amaral L.A.N. Functional cartography of complex metabolic networks. Nature 2005, 433:895-900.
    • (2005) Nature , vol.433 , pp. 895-900
    • Guimera, R.1    Amaral, L.A.N.2
  • 30
    • 0034677009 scopus 로고    scopus 로고
    • Modulating emotional responses: effects of a neocortical network on the limbic system
    • Hariri A.R., Bookheimer S.Y., Mazziotta J.C. Modulating emotional responses: effects of a neocortical network on the limbic system. Neuroreport 2000, 11:43-48.
    • (2000) Neuroreport , vol.11 , pp. 43-48
    • Hariri, A.R.1    Bookheimer, S.Y.2    Mazziotta, J.C.3
  • 31
    • 0030027057 scopus 로고    scopus 로고
    • Indeterminate organization of the visual system
    • Hilgetag C.C., O'Neill M.A., Young M.P. Indeterminate organization of the visual system. Science 1996, 271:776-777.
    • (1996) Science , vol.271 , pp. 776-777
    • Hilgetag, C.C.1    O'Neill, M.A.2    Young, M.P.3
  • 33
    • 33444471044 scopus 로고    scopus 로고
    • Cambridge University Press Cambridge
    • Jones E. The Thalamus Revisited 2006, Cambridge University Press Cambridge.
    • (2006) The Thalamus Revisited
    • Jones, E.1
  • 34
    • 85029009094 scopus 로고    scopus 로고
    • Affective mapping: an activation likelihood estimation (ALE) meta-analysis
    • Kirby L.A.J., Robinson J.L. Affective mapping: an activation likelihood estimation (ALE) meta-analysis. Brain Cogn. 2015.
    • (2015) Brain Cogn.
    • Kirby, L.A.J.1    Robinson, J.L.2
  • 35
    • 18544390550 scopus 로고    scopus 로고
    • BrainMap: the social evolution of a human brain mapping database
    • Laird A.R., Lancaster J.L., Fox P.T. BrainMap: the social evolution of a human brain mapping database. Neuroinformatics 2005, 3:65-78.
    • (2005) Neuroinformatics , vol.3 , pp. 65-78
    • Laird, A.R.1    Lancaster, J.L.2    Fox, P.T.3
  • 37
    • 64549145094 scopus 로고    scopus 로고
    • Detecting the overlapping and hierarchical community structure in complex networks
    • Lancichinetti A., Fortunato S., Kertész J. Detecting the overlapping and hierarchical community structure in complex networks. New J. Phys. 2009, 11:033015.
    • (2009) New J. Phys. , vol.11 , pp. 033015
    • Lancichinetti, A.1    Fortunato, S.2    Kertész, J.3
  • 40
    • 0019470916 scopus 로고
    • A cortical network for directed attention and unilateral neglect
    • Mesulam M.M. A cortical network for directed attention and unilateral neglect. Ann. Neurol. 1981, 10:309-325.
    • (1981) Ann. Neurol. , vol.10 , pp. 309-325
    • Mesulam, M.M.1
  • 41
    • 0031835226 scopus 로고    scopus 로고
    • From sensation to cognition
    • Mesulam M.M. From sensation to cognition. Brain 1998, 121:1013-1052.
    • (1998) Brain , vol.121 , pp. 1013-1052
    • Mesulam, M.M.1
  • 42
    • 0034106888 scopus 로고    scopus 로고
    • Basal ganglia and cerebellar loops: motor and cognitive circuits
    • Middleton F.A., Strick P.L. Basal ganglia and cerebellar loops: motor and cognitive circuits. Brain Res. Rev. 2000, 31:236-250.
    • (2000) Brain Res. Rev. , vol.31 , pp. 236-250
    • Middleton, F.A.1    Strick, P.L.2
  • 43
    • 0034928713 scopus 로고    scopus 로고
    • An integrative theory of prefrontal cortex function
    • Miller E.K., Cohen J.D. An integrative theory of prefrontal cortex function. Annu. Rev. Neurosci. 2001, 24:167-202.
    • (2001) Annu. Rev. Neurosci. , vol.24 , pp. 167-202
    • Miller, E.K.1    Cohen, J.D.2
  • 45
    • 38349126835 scopus 로고    scopus 로고
    • Fuzzy communities and the concept of bridgeness in complex networks
    • Nepusz T., Petróczi A., Négyessy L., Bazsó F. Fuzzy communities and the concept of bridgeness in complex networks. Phys. Rev. E 2008, 77:016107.
    • (2008) Phys. Rev. E , vol.77 , pp. 016107
    • Nepusz, T.1    Petróczi, A.2    Négyessy, L.3    Bazsó, F.4
  • 46
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • Newman M.E. Modularity and community structure in networks. Proc. Natl. Acad. Sci. 2006, 103:8577-8582.
    • (2006) Proc. Natl. Acad. Sci. , vol.103 , pp. 8577-8582
    • Newman, M.E.1
  • 47
    • 20444504323 scopus 로고    scopus 로고
    • Uncovering the overlapping community structure of complex networks in nature and society
    • Palla G., Derenyi I., Farkas I., Vicsek T. Uncovering the overlapping community structure of complex networks in nature and society. Nature 2005, 435:814-818.
    • (2005) Nature , vol.435 , pp. 814-818
    • Palla, G.1    Derenyi, I.2    Farkas, I.3    Vicsek, T.4
  • 48
    • 0036674417 scopus 로고    scopus 로고
    • The anatomical basis of functional localization in the cortex
    • Passingham R.E., Stephan K.E., Kotter R. The anatomical basis of functional localization in the cortex. Nat. Rev. Neurosci. 2002, 3:606-616.
    • (2002) Nat. Rev. Neurosci. , vol.3 , pp. 606-616
    • Passingham, R.E.1    Stephan, K.E.2    Kotter, R.3
  • 50
    • 84906946351 scopus 로고    scopus 로고
    • Understanding brain networks and brain organization
    • Pessoa L. Understanding brain networks and brain organization. Phys. Life Rev. 2014, 11:400-435.
    • (2014) Phys. Life Rev. , vol.11 , pp. 400-435
    • Pessoa, L.1
  • 51
    • 31744432037 scopus 로고    scopus 로고
    • Can cognitive processes be inferred from neuroimaging data?
    • Poldrack R.A. Can cognitive processes be inferred from neuroimaging data?. Trends Cogn. Sci. 2006, 10:59-63.
    • (2006) Trends Cogn. Sci. , vol.10 , pp. 59-63
    • Poldrack, R.A.1
  • 52
    • 69249102387 scopus 로고    scopus 로고
    • Decoding the large-scale structure of brain function by classifying mental states across individuals
    • Poldrack R.A., Halchenko Y.O., Hanson S.J. Decoding the large-scale structure of brain function by classifying mental states across individuals. Psychol. Sci. 2009, 20:1364-1372.
    • (2009) Psychol. Sci. , vol.20 , pp. 1364-1372
    • Poldrack, R.A.1    Halchenko, Y.O.2    Hanson, S.J.3
  • 53
    • 84855455705 scopus 로고    scopus 로고
    • Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion
    • Power J.D., Barnes K.A., Snyder A.Z., Schlaggar B.L., Petersen S.E. Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. NeuroImage 2012, 59:2142-2154.
    • (2012) NeuroImage , vol.59 , pp. 2142-2154
    • Power, J.D.1    Barnes, K.A.2    Snyder, A.Z.3    Schlaggar, B.L.4    Petersen, S.E.5
  • 55
    • 0022450104 scopus 로고
    • Concurrent overproduction of synapses in diverse regions of the primate cerebral cortex
    • Rakic P., Bourgeois J.P., Eckenhoff M.F., Zecevic N., Goldman-Rakic P.S. Concurrent overproduction of synapses in diverse regions of the primate cerebral cortex. Science 1986, 232:232-235.
    • (1986) Science , vol.232 , pp. 232-235
    • Rakic, P.1    Bourgeois, J.P.2    Eckenhoff, M.F.3    Zecevic, N.4    Goldman-Rakic, P.S.5
  • 56
    • 79957450857 scopus 로고    scopus 로고
    • Weight-conserving characterization of complex functional brain networks
    • Rubinov M., Sporns O. Weight-conserving characterization of complex functional brain networks. NeuroImage 2011, 56:2068-2079.
    • (2011) NeuroImage , vol.56 , pp. 2068-2079
    • Rubinov, M.1    Sporns, O.2
  • 58
    • 84894384080 scopus 로고    scopus 로고
    • Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers
    • Salimi-Khorshidi G., Douaud G., Beckmann C.F., Glasser M.F., Griffanti L., Smith S.M. Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers. NeuroImage 2014, 90:449-468.
    • (2014) NeuroImage , vol.90 , pp. 449-468
    • Salimi-Khorshidi, G.1    Douaud, G.2    Beckmann, C.F.3    Glasser, M.F.4    Griffanti, L.5    Smith, S.M.6
  • 59
    • 84871596101 scopus 로고    scopus 로고
    • The angular gyrus multiple functions and multiple subdivisions
    • Seghier M.L. The angular gyrus multiple functions and multiple subdivisions. Neuroscientist 2013, 19:43-61.
    • (2013) Neuroscientist , vol.19 , pp. 43-61
    • Seghier, M.L.1
  • 62
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • 623-656.
    • Shannon C.E. A mathematical theory of communication. Bell Syst. Tech. J. 1948, 27. (379-423 & 623-656).
    • (1948) Bell Syst. Tech. J. , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 67
    • 84892993174 scopus 로고    scopus 로고
    • Revisiting the role of persistent neural activity during working memory
    • Sreenivasan K.K., Curtis C.E., D'Esposito M. Revisiting the role of persistent neural activity during working memory. Trends Cogn. Sci. 2014, 18:82-89.
    • (2014) Trends Cogn. Sci. , vol.18 , pp. 82-89
    • Sreenivasan, K.K.1    Curtis, C.E.2    D'Esposito, M.3
  • 68
    • 79959712051 scopus 로고    scopus 로고
    • Functional connectivity hubs in the human brain
    • Tomasi D., Volkow N.D. Functional connectivity hubs in the human brain. NeuroImage 2011, 57:908-917.
    • (2011) NeuroImage , vol.57 , pp. 908-917
    • Tomasi, D.1    Volkow, N.D.2
  • 74
    • 84893140607 scopus 로고    scopus 로고
    • Estimates of segregation and overlap of functional connectivity networks in the human cerebral cortex
    • Yeo B.T., Krienen F.M., Chee M.W., Buckner R.L. Estimates of segregation and overlap of functional connectivity networks in the human cerebral cortex. NeuroImage 2014, 88:212-227.
    • (2014) NeuroImage , vol.88 , pp. 212-227
    • Yeo, B.T.1    Krienen, F.M.2    Chee, M.W.3    Buckner, R.L.4
  • 75
    • 34247622363 scopus 로고    scopus 로고
    • The importance of bottlenecks in protein networks: correlation with gene essentiality and expression dynamics
    • Yu H., Kim P.M., Sprecher E., Trifonov V., Gerstein M. The importance of bottlenecks in protein networks: correlation with gene essentiality and expression dynamics. PLoS Comput. Biol. 2007, 3.
    • (2007) PLoS Comput. Biol. , vol.3
    • Yu, H.1    Kim, P.M.2    Sprecher, E.3    Trifonov, V.4    Gerstein, M.5


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