메뉴 건너뛰기




Volumn 4, Issue , 2010, Pages

Network scaling effects in graph analytic studies of human resting-state fMRI data

Author keywords

BOLD; Complex; Cortex; Spontaneous

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; MALE; NERVE CELL NETWORK; NEUROANATOMY; NORMAL HUMAN; REST; VOLUNTEER;

EID: 78149420706     PISSN: 16625137     EISSN: None     Source Type: Journal    
DOI: 10.3389/fnsys.2010.00022     Document Type: Article
Times cited : (369)

References (72)
  • 2
    • 33847283332 scopus 로고    scopus 로고
    • Efficiency and cost of economical brain functional networks
    • doi:10.1371/journal.pcbi.0030017
    • Achard, S., and Bullmore, E. (2007). Efficiency and cost of economical brain functional networks. PLoS Comput. Biol. 3, e17. doi:10.1371/journal.pcbi.0030017.
    • (2007) PLoS Comput. Biol , vol.3
    • Achard, S.1    Bullmore, E.2
  • 3
    • 30744439313 scopus 로고    scopus 로고
    • A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs
    • Achard, S., Salvador, R., Whitcher, B., Suckling, J., and Bullmore, E. (2006). A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. J. Neurosci. 26, 63-72.
    • (2006) J. Neurosci , vol.26 , pp. 63-72
    • Achard, S.1    Salvador, R.2    Whitcher, B.3    Suckling, J.4    Bullmore, E.5
  • 4
    • 67149094277 scopus 로고    scopus 로고
    • The resting human brain and motor learning
    • Albert, N. B., Robertson, E. M., and Miall, R. C. (2009). The resting human brain and motor learning. Curr. Biol. 19, 1023-1027.
    • (2009) Curr. Biol , vol.19 , pp. 1023-1027
    • Albert, N.B.1    Robertson, E.M.2    Miall, R.C.3
  • 5
    • 0036013593 scopus 로고    scopus 로고
    • Statistical mechanics of complex networks
    • Albert, R., and Barabasi, A. L. (2002). Statistical mechanics of complex networks. Rev Modern Phys. 74, 47-97.
    • (2002) Rev Modern Phys , vol.74 , pp. 47-97
    • Albert, R.1    Barabasi, A.L.2
  • 6
    • 0034721164 scopus 로고    scopus 로고
    • Error and attack tolerance of complex networks
    • Albert, R., Jeong, H., and Barabasi, A. L. (2000). Error and attack tolerance of complex networks. Nature 406, 378-382.
    • (2000) Nature , vol.406 , pp. 378-382
    • Albert, R.1    Jeong, H.2    Barabasi, A.L.3
  • 8
    • 69949156127 scopus 로고    scopus 로고
    • Endogenous human brain dynamics recover slowly following cognitive effort
    • doi:10.1371/journal.pone.0006626
    • Barnes, A., Bullmore, E. T., and Suckling, J. (2009). Endogenous human brain dynamics recover slowly following cognitive effort. PLoS ONE 4, e6626. doi:10.1371/journal.pone.0006626.
    • (2009) PLoS ONE , vol.e6626 , pp. 4
    • Barnes, A.1    Bullmore, E.T.2    Suckling, J.3
  • 9
    • 33750466904 scopus 로고    scopus 로고
    • Small-world brain networks
    • Bassett, D. S., and Bullmore, E. (2006). Small-world brain networks. Neuroscientist 12, 512-523.
    • (2006) Neuroscientist , vol.12 , pp. 512-523
    • Bassett, D.S.1    Bullmore, E.2
  • 10
    • 34547890729 scopus 로고    scopus 로고
    • Parameter estimation for power-law distributions by maximum likelihood methods
    • Bauke, H. (2007). Parameter estimation for power-law distributions by maximum likelihood methods. Eur. Phys. J. B 58, 167-173.
    • (2007) Eur. Phys. J. B , vol.58 , pp. 167-173
    • Bauke, H.1
  • 12
    • 33746852686 scopus 로고    scopus 로고
    • Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI
    • Birn, R. M., Diamond, J. B., Smith, M. A., and Bandettini, P. A. (2006). Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. Neuroimage 31, 1536-1548.
    • (2006) Neuroimage , vol.31 , pp. 1536-1548
    • Birn, R.M.1    Diamond, J.B.2    Smith, M.A.3    Bandettini, P.A.4
  • 13
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • Biswal, B., Yetkin, F. Z., Haughton, V. M., and Hyde, J. S. (1995). Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 34, 537-541.
    • (1995) Magn. Reson. Med , vol.34 , pp. 537-541
    • Biswal, B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 16
  • 18
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • Bullmore, E., and 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
  • 19
    • 65549085067 scopus 로고    scopus 로고
    • Power-law distributions in empirical data
    • Clauset, A., Shalizi, C. R., and Newman, M. E. J. (2009). Power-law distributions in empirical data. SIAM Rev. 51, 661-703.
    • (2009) SIAM Rev , vol.51 , pp. 661-703
    • Clauset, A.1    Shalizi, C.R.2    Newman, M.E.J.3
  • 20
    • 0029177987 scopus 로고
    • Automatic 3D model-based neuroanatomical segmentation
    • Collins, D. L., Holmes, C., Peters, T., and Evans, A. (1995). Automatic 3D model-based neuroanatomical segmentation. Hum. Brain Mapp. 3, 190-208.
    • (1995) Hum. Brain Mapp , vol.3 , pp. 190-208
    • Collins, D.L.1    Holmes, C.2    Peters, T.3    Evans, A.4
  • 25
    • 77952242468 scopus 로고    scopus 로고
    • What can spontaneous fluctuations of the blood oxygenation-level-dependent signal tell us about psychiatric disorders?
    • Fornito, A., and Bullmore, E. T. (2010). What can spontaneous fluctuations of the blood oxygenation-level-dependent signal tell us about psychiatric disorders? Curr. Opin. Psychiatry 23, 239-249.
    • (2010) Curr. Opin. Psychiatry , vol.23 , pp. 239-249
    • Fornito, A.1    Bullmore, E.T.2
  • 26
    • 34548014282 scopus 로고    scopus 로고
    • Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
    • Fox, M. D., and Raichle, M. E. (2007). Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 8, 700-711.
    • (2007) Nat. Rev. Neurosci , vol.8 , pp. 700-711
    • Fox, M.D.1    Raichle, M.E.2
  • 28
    • 29444432367 scopus 로고    scopus 로고
    • Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses
    • Fox, M. D., Snyder, A. Z., Zacks, J. M., and Raichle, M. E. (2006). Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses. Nat. Neurosci. 9, 23-25.
    • (2006) Nat. Neurosci , vol.9 , pp. 23-25
    • Fox, M.D.1    Snyder, A.Z.2    Zacks, J.M.3    Raichle, M.E.4
  • 29
    • 66349133709 scopus 로고    scopus 로고
    • The global signal and observed anticorrelated resting state brain networks
    • Fox, M. D., Zhang, D., Snyder, A. Z., and Raichle, M. E. (2009). The global signal and observed anticorrelated resting state brain networks. J. Neurophysiol. 101, 3270-3283.
    • (2009) J. Neurophysiol , vol.101 , pp. 3270-3283
    • Fox, M.D.1    Zhang, D.2    Snyder, A.Z.3    Raichle, M.E.4
  • 31
    • 48349097292 scopus 로고    scopus 로고
    • Mapping the structural core of human cerebral cortex
    • doi:10.1371/journal.pcbi.1000748
    • Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C. J., Wedeen, V. J., and Sporns, O. (2008). Mapping the structural core of human cerebral cortex. PLoS Biol. 6, e159. doi:10.1371/journal.pcbi.1000748.
    • (2008) PLoS Biol , vol.e159 , pp. 6
    • Hagmann, P.1    Cammoun, L.2    Gigandet, X.3    Meuli, R.4    Honey, C.J.5    Wedeen, V.J.6    Sporns, O.7
  • 32
    • 39349114740 scopus 로고    scopus 로고
    • Mapping human whole-brain structural networks with diffusion MRI
    • doi:10.1371/journal.pone.0000597
    • Hagmann, P., Kurant, M., Gigandet, X., Thiran, P., Wedeen, V. J., Meuli, R., and Thiran, J. P. (2007). Mapping human whole-brain structural networks with diffusion MRI. PLoS ONE 2, e597. doi:10.1371/journal.pone.0000597.
    • (2007) PLoS ONE , vol.e597 , pp. 2
    • Hagmann, P.1    Kurant, M.2    Gigandet, X.3    Thiran, P.4    Wedeen, V.J.5    Meuli, R.6    Thiran, J.P.7
  • 33
    • 77952317463 scopus 로고    scopus 로고
    • Comparison of characteristics between region-and voxel-based network analyses in resting-state fMRI data
    • Hayasaka, S., and Laurienti, P. J. (2010). Comparison of characteristics between region-and voxel-based network analyses in resting-state fMRI data. Neuroimage 50, 499-508.
    • (2010) Neuroimage , vol.50 , pp. 499-508
    • Hayasaka, S.1    Laurienti, P.J.2
  • 34
    • 72649091404 scopus 로고    scopus 로고
    • Impaired small-world efficiency in structural cortical networks in multiple sclerosis associated with white matter lesion load
    • He, Y., Dagher, A., Chen, Z., Charil, A., Zijdenbos, A., Worsley, K., and Evans, A. (2009). Impaired small-world efficiency in structural cortical networks in multiple sclerosis associated with white matter lesion load. Brain 132, 3366-3379.
    • (2009) Brain , vol.132 , pp. 3366-3379
    • He, Y.1    Dagher, A.2    Chen, Z.3    Charil, A.4    Zijdenbos, A.5    Worsley, K.6    Evans, A.7
  • 35
    • 49449091355 scopus 로고    scopus 로고
    • Spontaneous local variations in ongoing neural activity bias perceptual decisions
    • Hesselmann, G., Kell, C. A., Eger, E., and Kleinschmidt, A. (2008). Spontaneous local variations in ongoing neural activity bias perceptual decisions. Proc. Natl. Acad. Sci. U.S.A. 105, 10984-10989.
    • (2008) Proc. Natl. Acad. Sci. U.S.A , vol.105 , pp. 10984-10989
    • Hesselmann, G.1    Kell, C.A.2    Eger, E.3    Kleinschmidt, A.4
  • 37
    • 33646689571 scopus 로고    scopus 로고
    • The brainstem reticular formation is a small-world, not scale-free, network
    • Humphries, M. D., Gurney, K., and Prescott, T. J. (2006). The brainstem reticular formation is a small-world, not scale-free, network. Proc. Biol. Sci. 273, 503-511.
    • (2006) Proc. Biol. Sci , vol.273 , pp. 503-511
    • Humphries, M.D.1    Gurney, K.2    Prescott, T.J.3
  • 38
    • 0035384136 scopus 로고    scopus 로고
    • A global optimisation method for robust affine registration of brain images
    • Jenkinson, M., and Smith, S. (2001). A global optimisation method for robust affine registration of brain images. Med. Image Anal. 5, 143-156.
    • (2001) Med. Image Anal , vol.5 , pp. 143-156
    • Jenkinson, M.1    Smith, S.2
  • 39
    • 36048936678 scopus 로고    scopus 로고
    • Competition between functional brain networks mediates behavioral variability
    • Kelly, A. M., Uddin, L. Q., Biswal, B. B., Castellanos, F. X., and Milham, M. P. (2008). Competition between functional brain networks mediates behavioral variability. Neuroimage 39, 527-537.
    • (2008) Neuroimage , vol.39 , pp. 527-537
    • Kelly, A.M.1    Uddin, L.Q.2    Biswal, B.B.3    Castellanos, F.X.4    Milham, M.P.5
  • 40
    • 84922591049 scopus 로고    scopus 로고
    • Efficient behavior of small-world networks
    • Latora, V., and Marchiori, M. (2001). Efficient behavior of small-world networks. Phys. Rev. Lett. 5,198701.
    • (2001) Phys. Rev. Lett , vol.5 , pp. 198701
    • Latora, V.1    Marchiori, M.2
  • 41
    • 18244392161 scopus 로고    scopus 로고
    • Economic small-world behavior in weighted networks
    • Latora, V., and Marchiori, M. (2003). Economic small-world behavior in weighted networks. Eur. Phys. J. B 32, 249-263.
    • (2003) Eur. Phys. J. B , vol.32 , pp. 249-263
    • Latora, V.1    Marchiori, M.2
  • 43
    • 84924181828 scopus 로고    scopus 로고
    • Towards a theory of scale-free graphs: Definitions, properties and implications
    • Liu, L., Alderson, D., Doyle, J. C., and Willinger, W. (2005). Towards a theory of scale-free graphs: definitions, properties and implications. Internet Math. 2, 431-523.
    • (2005) Internet Math , vol.2 , pp. 431-523
    • Liu, L.1    Alderson, D.2    Doyle, J.C.3    Willinger, W.4
  • 46
  • 47
    • 57649158932 scopus 로고    scopus 로고
    • The impact of global signal regression on resting state correlations: Are anti-correlated networks introduced?
    • Murphy, K., Birn, R. M., Handwerker, D. A., Jones, T. B., and Bandettini, P. A. (2009). The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? Neuroimage 44, 893-905.
    • (2009) Neuroimage , vol.44 , pp. 893-905
    • Murphy, K.1    Birn, R.M.2    Handwerker, D.A.3    Jones, T.B.4    Bandettini, P.A.5
  • 48
    • 0038718854 scopus 로고    scopus 로고
    • The structure and function of complex networks
    • Newman, M. J. E. (2003). The structure and function of complex networks. SIAM Rev. 45, 167-256.
    • (2003) SIAM Rev , vol.45 , pp. 167-256
    • Newman, M.J.E.1
  • 49
    • 34547469446 scopus 로고    scopus 로고
    • Coupling between neuronal firing rate, gamma LFP, and BOLD fMRI is related to interneuronal correlations
    • Nir, Y., Fisch, L., Mukamel, R., Gelbard-Sagiv, H., Arieli, A., Fried, I., and Malach, R. (2007). Coupling between neuronal firing rate, gamma LFP, and BOLD fMRI is related to interneuronal correlations. Curr. Biol. 17, 1275-1285.
    • (2007) Curr. Biol , vol.17 , pp. 1275-1285
    • Nir, Y.1    Fisch, L.2    Mukamel, R.3    Gelbard-Sagiv, H.4    Arieli, A.5    Fried, I.6    Malach, R.7
  • 52
    • 77952241938 scopus 로고    scopus 로고
    • Complex network measures of brain connectivity: Uses and interpretations
    • Epub ahead of print
    • Rubinov, M., and Sporns, O. (2009). Complex network measures of brain connectivity: uses and interpretations. Neuroimage. [Epub ahead of print].
    • (2009) Neuroimage
    • Rubinov, M.1    Sporns, O.2
  • 54
    • 18144431880 scopus 로고    scopus 로고
    • Neurophysiological architecture of functional magnetic resonance images of human brain
    • Salvador, R., Suckling, J., Coleman, M. R., Pickard, J. D., Menon, D., and Bullmore, E. (2005a). Neurophysiological architecture of functional magnetic resonance images of human brain. Cereb. Cortex 15, 1332-1342.
    • (2005) Cereb. Cortex , vol.15 , pp. 1332-1342
    • Salvador, R.1    Suckling, J.2    Coleman, M.R.3    Pickard, J.D.4    Menon, D.5    Bullmore, E.6
  • 58
    • 44949148155 scopus 로고    scopus 로고
    • Neuronal correlates of spontaneous fluctuations in fMRI signals in monkey visual cortex: Implications for functional connectivity at rest
    • Shmuel, A., and Leopold, D. A. (2008). Neuronal correlates of spontaneous fluctuations in fMRI signals in monkey visual cortex: Implications for functional connectivity at rest. Hum. Brain Mapp. 29, 751-761.
    • (2008) Hum. Brain Mapp , vol.29 , pp. 751-761
    • Shmuel, A.1    Leopold, D.A.2
  • 59
    • 0000790263 scopus 로고
    • The architecture of complexity
    • Simon, H. A. (1962). The architecture of complexity. Proc. Am. Philos. Soc. 106, 467-482.
    • (1962) Proc. Am. Philos. Soc , vol.106 , pp. 467-482
    • Simon, H.A.1
  • 61
    • 31144436747 scopus 로고    scopus 로고
    • The human connectome: A structural description of the human brain
    • doi:10.1371/journal.pcbi.0010042
    • Sporns, O., Tononi, G., and Kotter, R. (2005). The human connectome: a structural description of the human brain. PLoS Comput. Biol. 1, e42. doi:10.1371/journal.pcbi.0010042.
    • (2005) PLoS Comput. Biol , vol.e42 , pp. 1
    • Sporns, O.1    Tononi, G.2    Kotter, R.3
  • 62
    • 0035826155 scopus 로고    scopus 로고
    • Exploring complex networks
    • Strogatz, S. H. (2001). Exploring complex networks. Nature 410, 268-276.
    • (2001) Nature , vol.410 , pp. 268-276
    • Strogatz, S.H.1
  • 63
    • 33746835024 scopus 로고    scopus 로고
    • Dealing with the shortcomings of spatial normalization: Multi-subject parcellation of fMRI datasets
    • Thirion, B., Flandin, G., Pinel, P., Roche, A., Ciuciu, P., and Poline, J. B. (2006). Dealing with the shortcomings of spatial normalization: multi-subject parcellation of fMRI datasets. Hum. Brain Mapp. 27, 678-693.
    • (2006) Hum. Brain Mapp , vol.27 , pp. 678-693
    • Thirion, B.1    Flandin, G.2    Pinel, P.3    Roche, A.4    Ciuciu, P.5    Poline, J.B.6
  • 64
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., and Joliot, M. (2002). Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15, 273-289.
    • (2002) Neuroimage , vol.15 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3    Crivello, F.4    Etard, O.5    Delcroix, N.6    Mazoyer, B.7    Joliot, M.8
  • 65
    • 54149095921 scopus 로고    scopus 로고
    • Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain
    • van den Heuvel, M. P., Stam, C. J., Boersma, M., and Hulshoff Pol, H. E. (2008). Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain. Neuroimage 43, 528-539.
    • (2008) Neuroimage , vol.43 , pp. 528-539
    • van den Heuvel, M.P.1    Stam, C.J.2    Boersma, M.3    Hulshoff Pol, H.E.4
  • 66
    • 67049097328 scopus 로고    scopus 로고
    • Efficiency of functional brain networks and intellectual performance
    • van den Heuvel, M. P., Stam, C. J., Kahn, R. S., and Hulshoff Pol, H. E. (2009). Efficiency of functional brain networks and intellectual performance. J. Neurosci. 29, 7619-7624.
    • (2009) J. Neurosci , vol.29 , pp. 7619-7624
    • van den Heuvel, M.P.1    Stam, C.J.2    Kahn, R.S.3    Hulshoff Pol, H.E.4
  • 68
    • 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., Chen, Z., Zhu, C., and He, Y. (2009a). Parcellation-dependent small-world brain functional networks: a resting-state fMRI study. Hum. Brain Mapp. 30, 1511-1523.
    • (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    Chen, Z.7    Zhu, C.8    He, Y.9
  • 69
    • 59949084588 scopus 로고    scopus 로고
    • Altered small-world brain functional networks in children with attention-deficit/hyperactivity disorder
    • Wang, L., Zhu, C., He, Y., Zang, Y., Cao, Q., Zhang, H., Zhong, Q., and Wang, Y. (2009b). Altered small-world brain functional networks in children with attention-deficit/hyperactivity disorder. Hum. Brain Mapp. 30, 638-649.
    • (2009) Hum. Brain Mapp , vol.30 , pp. 638-649
    • Wang, L.1    Zhu, C.2    He, Y.3    Zang, Y.4    Cao, Q.5    Zhang, H.6    Zhong, Q.7    Wang, Y.8
  • 70
    • 67651033257 scopus 로고    scopus 로고
    • Correlations and anticorrelations in resting-state functional connectivity MRI: A quantitative comparison of preprocessing strategies
    • Weissenbacher, A., Kasess, C., Gerstl, F., Lanzenberger, R., Moser, E., and Windischberger, C. (2009). Correlations and anticorrelations in resting-state functional connectivity MRI: a quantitative comparison of preprocessing strategies. Neuroimage 47, 1408-1416.
    • (2009) Neuroimage , vol.47 , pp. 1408-1416
    • Weissenbacher, A.1    Kasess, C.2    Gerstl, F.3    Lanzenberger, R.4    Moser, E.5    Windischberger, C.6
  • 71
    • 56449124586 scopus 로고    scopus 로고
    • A small world of neuronal synchrony
    • Yu, S., Huang, D., Singer, W., and Nikolic, D. (2008). A small world of neuronal synchrony. Cereb. Cortex 18, 2891-2901.
    • (2008) Cereb. Cortex , vol.18 , pp. 2891-2901
    • Yu, S.1    Huang, D.2    Singer, W.3    Nikolic, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.