Functional Brain Networks Develop from a “Local to Distributed” Organization

PLoS Computational Biology - Tập 5 Số 5 - Trang e1000381
Damien A. Fair1, Alexander L. Cohen2, Jonathan D. Power2, Nico U.F. Dosenbach2, Jessica A. Church2, Francis M. Miezin2,3, Bradley L. Schlaggar2, Steven E. Petersen4
1Behavioral Neuroscience Department, Oregon Health and Science University, Portland, Oregon, United States of America
2Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America
3Department of Radiology, Washington University School of Medicine, St. Louis, Missouri, United States of America
4McDonnell Center for Higher Brain Functions, Washington University School of Medicine, St. Louis, Missouri, United States of America

Tóm tắt

Từ khóa


Tài liệu tham khảo

MH Johnson, 2001, Functional brain development in humans., Nat Rev Neurosci, 2, 475, 10.1038/35081509

P Moses, 2002, Functional MRI of global and local processing in children., Neuroimage, 16, 415, 10.1006/nimg.2002.1064

TT Brown, 2005, Developmental changes in human cerebral functional organization for word generation., Cereb Cortex, 15, 275, 10.1093/cercor/bhh129

BJ Casey, 2005, Changes in cerebral functional organization during cognitive development., Curr Opin Neurobiol, 15, 239, 10.1016/j.conb.2005.03.012

B Luna, 2001, Maturation of widely distributed brain function subserves cognitive development., Neuroimage, 13, 786, 10.1006/nimg.2000.0743

DA Fair, 2006, A comparison of analysis of variance and correlation methods for investigating cognitive development with fMRI., Dev Neuropsychol, 30, 531, 10.1207/s15326942dn3001_2

BL Schlaggar, 2002, Functional neuroanatomical differences between adults and school-age children in the processing of single words., Science, 296, 1476, 10.1126/science.1069464

S Durston, 2006, A shift from diffuse to focal cortical activity with development., Dev Sci, 9, 1, 10.1111/j.1467-7687.2005.00454.x

EA Crone, 2006, Neurocognitive development of the ability to manipulate information in working memory., Proc Natl Acad Sci U S A, 103, 9315, 10.1073/pnas.0510088103

WD Gaillard, 2000, Functional anatomy of cognitive development: fMRI of verbal fluency in children and adults., Neurology, 54, 180, 10.1212/WNL.54.1.180

B Biswal, 1995, Functional connectivity in the motor cortex of resting human brain using echo-planar MRI., Magn Reson Med, 34, 537, 10.1002/mrm.1910340409

Y Nir, 2006, Widespread functional connectivity and fMRI fluctuations in human visual cortex in the absence of visual stimulation., Neuroimage, 30, 1313, 10.1016/j.neuroimage.2005.11.018

DA Leopold, 2003, Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging., Cereb Cortex, 13, 422, 10.1093/cercor/13.4.422

MJ Lowe, 1998, Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations., Neuroimage, 7, 119, 10.1006/nimg.1997.0315

MD Greicius, 2003, Functional connectivity in the resting brain: a network analysis of the default mode hypothesis., Proc Natl Acad Sci U S A, 100, 253, 10.1073/pnas.0135058100

MD Fox, 2005, The human brain is intrinsically organized into dynamic, anticorrelated functional networks., Proc Natl Acad Sci U S A, 102, 9673, 10.1073/pnas.0504136102

CF Beckmann, 2005, Investigations into resting-state connectivity using independent component analysis., Philos Trans R Soc Lond B Biol Sci, 360, 1001, 10.1098/rstb.2005.1634

R Salvador, 2005, Undirected graphs of frequency-dependent functional connectivity in whole brain networks., Philos Trans R Soc Lond B Biol Sci, 360, 937, 10.1098/rstb.2005.1645

S Achard, 2006, A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs., J Neurosci, 26, 63, 10.1523/JNEUROSCI.3874-05.2006

JS Damoiseaux, 2006, Consistent resting-state networks across healthy subjects., Proc Natl Acad Sci U S A, 103, 13848, 10.1073/pnas.0601417103

NU Dosenbach, 2007, Distinct brain networks for adaptive and stable task control in humans., Proc Natl Acad Sci U S A, 104, 11073, 10.1073/pnas.0704320104

DA Fair, 2007, Development of distinct control networks through segregation and integration., Proc Natl Acad Sci U S A, 104, 13507, 10.1073/pnas.0705843104

DA Fair, 2007, A method for using blocked and event-related fMRI data to study “resting state” functional connectivity., Neuroimage, 35, 396, 10.1016/j.neuroimage.2006.11.051

JR Andrews-Hanna, 2007, Disruption of large-scale brain systems in advanced aging., Neuron, 56, 924, 10.1016/j.neuron.2007.10.038

M Hampson, 2006, Brain connectivity related to working memory performance., J Neurosci, 26, 13338, 10.1523/JNEUROSCI.3408-06.2006

MD Fox, 2006, Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems., Proc Natl Acad Sci U S A, 103, 10046, 10.1073/pnas.0604187103

WW Seeley, 2007, Dissociable intrinsic connectivity networks for salience processing and executive control., J Neurosci, 27, 2349, 10.1523/JNEUROSCI.5587-06.2007

JA Church, 2009, Control networks in pediatric Tourette Syndrome show immature and anomalous patterns of functional connectivity., Brain, 132, 225, 10.1093/brain/awn223

MD Greicius, 2004, Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI., Proc Natl Acad Sci U S A, 101, 4637, 10.1073/pnas.0308627101

FX Castellanos, 2008, Cingulate-precuneus interactions: a new locus of dysfunction in adult attention-deficit/hyperactivity disorder., Biol Psychiatry, 63, 332, 10.1016/j.biopsych.2007.06.025

MA Just, 2007, Functional and anatomical cortical underconnectivity in autism: evidence from an FMRI study of an executive function task and corpus callosum morphometry., Cereb Cortex, 17, 951, 10.1093/cercor/bhl006

DA Fair, 2008, The maturing architecture of the brain's default network., Proc Natl Acad Sci U S A, 105, 4028, 10.1073/pnas.0800376105

P Fransson, 2007, Resting-state networks in the infant brain., Proc Natl Acad Sci U S A, 104, 15531, 10.1073/pnas.0704380104

AM Kelly, 2008, Development of anterior cingulate functional connectivity from late childhood to early adulthood., Cereb Cortex, 19, 640, 10.1093/cercor/bhn117

W Lin, 2008, Functional connectivity MR imaging reveals cortical functional connectivity in the developing brain., AJNR Am J Neuroradiol, 29, 1883, 10.3174/ajnr.A1256

NU Dosenbach, 2006, A core system for the implementation of task sets., Neuron, 50, 799, 10.1016/j.neuron.2006.04.031

NU Dosenbach, 2008, A dual-networks architecture of top-down control., Trends Cogn Sci, 12, 99, 10.1016/j.tics.2008.01.001

GL Shulman, 1997, Common blood flow changes across visual tasks: II. Decreases in cerebral cortex., J Cogn Neurosci, 9, 648, 10.1162/jocn.1997.9.5.648

ME Raichle, 2001, A default mode of brain function., Proc Natl Acad Sci U S A, 98, 676, 10.1073/pnas.98.2.676

P Fransson, 2005, Spontaneous low-frequency BOLD signal fluctuations: an fMRI investigation of the resting-state default mode of brain function hypothesis., Hum Brain Mapp, 26, 15, 10.1002/hbm.20113

MF Mason, 2007, Wandering minds: the default network and stimulus-independent thought., Science, 315, 393, 10.1126/science.1131295

SJ Gilbert, 2007, Comment on “Wandering minds: the default network and stimulus-independent thought”., Science, 317, 43; author reply 43, 10.1126/science.1140801

ME Raichle, 2007, A default mode of brain function: a brief history of an evolving idea., Neuroimage, 37, 1083, 10.1016/j.neuroimage.2007.02.041

RL Buckner, 2007, Unrest at rest: default activity and spontaneous network correlations., Neuroimage, 37, 1091, 10.1016/j.neuroimage.2007.01.010

K Kamada, 1989, An algorithm for drawing general undirected graphs., Inf Process Lett, 31, 7, 10.1016/0020-0190(89)90102-6

ME Newman, 2006, Modularity and community structure in networks., Proc Natl Acad Sci U S A, 103, 8577, 10.1073/pnas.0601602103

DJ Watts, 1998, Collective dynamics of ‘small-world’ networks., Nature, 393, 440, 10.1038/30918

O Sporns, 2004, The small world of the cerebral cortex., Neuroinformatics, 2, 145, 10.1385/NI:2:2:145

O Sporns, 2006, Small worlds inside big brains., Proc Natl Acad Sci U S A, 103, 19219, 10.1073/pnas.0609523103

H Berger, 1929, Uber das electrenkephalogramm des menschen., Arch Psychiatr Nervenkr, 87, 527, 10.1007/BF01797193

H Berger, 1933, Uber das electrenkephalogramm des menschen., Arch Psychiatr NervenkrBr, 100, 301, 10.1007/BF01814740

R Caton, 1875, The electric currents of the brain., Br Med J, 2, 278

BE Swartz, 1998, Timeline of the history of EEG and associated fields., Electroencephalogr Clin Neurophysiol, 106, 173

F Varela, 2001, The brainweb: phase synchronization and large-scale integration., Nat Rev Neurosci, 2, 229, 10.1038/35067550

LC Katz, 2002, Development of cortical circuits: lessons from ocular dominance columns., Nat Rev Neurosci, 3, 34, 10.1038/nrn703

L Luo, 2005, Axon retraction and degeneration in development and disease., Annu Rev Neurosci, 28, 127, 10.1146/annurev.neuro.28.061604.135632

DJ Price, 2006, The development of cortical connections., Eur J Neurosci, 23, 910, 10.1111/j.1460-9568.2006.04620.x

M Sur, 2001, Development and plasticity of cortical areas and networks., Nat Rev Neurosci, 2, 251, 10.1038/35067562

WH Miltner, 1999, Coherence of gamma-band EEG activity as a basis for associative learning., Nature, 397, 434, 10.1038/17126

G Bi, 1999, Distributed synaptic modification in neural networks induced by patterned stimulation., Nature, 401, 792, 10.1038/44573

JL Conel, 1939, The Postnatal Development of the Human Cerebral Cortex

P Levitt, 2003, Structural and functional maturation of the developing primate brain., J Pediatr, 143, S35, 10.1067/S0022-3476(03)00400-1

PR Huttenlocher, 1979, Synaptic density in human frontal cortex - developmental changes and effects of aging., Brain Res, 163, 195, 10.1016/0006-8993(79)90349-4

PR Huttenlocher, 1997, Regional differences in synaptogenesis in human cerebral cortex., J Comp Neurol, 387, 167, 10.1002/(SICI)1096-9861(19971020)387:2<167::AID-CNE1>3.0.CO;2-Z

PR Huttenlocher, 1982, Synaptogenesis in human visual cortex—evidence for synapse elimination during normal development., Neurosci Lett, 33, 247, 10.1016/0304-3940(82)90379-2

SO Ebbesson, 1980, The parcellation theory and its relation to interspecific variability in brain organization, evolutionary and ontogenetic development, and neuronal plasticity., Cell Tissue Res, 213, 179, 10.1007/BF00234781

WT Greenough, 1987, Experience and brain development., Child Dev, 58, 539, 10.2307/1130197

BA Brody, 1987, Sequence of central nervous system myelination in human infancy. I. An autopsy study of myelination., J Neuropathol Exp Neurol, 46, 283, 10.1097/00005072-198705000-00005

PE Flechsig, 1920

T Paus, 2001, Maturation of white matter in the human brain: a review of magnetic resonance studies., Brain Res Bull, 54, 255, 10.1016/S0361-9230(00)00434-2

ER Sowell, 2002, Development of cortical and subcortical brain structures in childhood and adolescence: a structural MRI study., Dev Med Child Neurol, 44, 4, 10.1017/S0012162201001591

DJ Felleman, 1991, Distributed hierarchical processing in the primate cerebral cortex., Cereb Cortex, 1, 1, 10.1093/cercor/1.1.1

DA Fair, 2008, Brain Development.

WM Cowan, 1984, Regressive events in neurogenesis., Science, 225, 1258, 10.1126/science.6474175

MS Lidow, 1991, Synchronized overproduction of neurotransmitter receptors in diverse regions of the primate cerebral cortex., Proc Natl Acad Sci U S A, 88, 10218, 10.1073/pnas.88.22.10218

B Luna, 2004, The emergence of collaborative brain function: FMRI studies of the development of response inhibition., Ann N Y Acad Sci, 1021, 296, 10.1196/annals.1308.035

JM Fuster, 2003, Cortex and Mind: Unifying Cognition

D Meunier, 2009, Age-related changes in modular organization of human brain functional networks., Neuroimage, 44, 715, 10.1016/j.neuroimage.2008.09.062

DA Fair, 2006, fMRI reveals novel functional neuroanatomy in a child with perinatal stroke., Neurology, 67, 2246, 10.1212/01.wnl.0000249348.84045.0e

SA Bunge, 2007, Neurodevelopmental changes in working memory and cognitive control., Curr Opin Neurobiol, 17, 243, 10.1016/j.conb.2007.02.005

MH Johnson, 2000, Functional brain development in infants: elements of an interactive specialization framework., Child Dev, 71, 75, 10.1111/1467-8624.00120

MH Johnson, 2000, Cortical specialization for higher cognitive functions: beyond the maturational model., Brain Cogn, 42, 124, 10.1006/brcg.1999.1180

MH Johnson, 2005, Processes of change in brain and cognitive development., Trends Cogn Sci, 9, 152, 10.1016/j.tics.2005.01.009

AL Cohen, 2008, Defining functional areas in individual human brains using resting functional connectivity MRI., Neuroimage, 41, 45, 10.1016/j.neuroimage.2008.01.066

R Salvador, 2005, Neurophysiological architecture of functional magnetic resonance images of human brain., Cereb Cortex, 15, 1332, 10.1093/cercor/bhi016

HC Kang, 2003, Comparison of functional activation foci in children and adults using a common stereotactic space., Neuroimage, 19, 16, 10.1016/S1053-8119(03)00038-7

KK Wenger, 2004, Comparison of sustained and transient activity in children and adults using a mixed blocked/event-related fMRI design., Neuroimage, 22, 975, 10.1016/j.neuroimage.2004.02.028

M D'Esposito, 2003, Alterations in the BOLD fMRI signal with ageing and disease: a challenge for neuroimaging., Nat Rev Neurosci, 4, 863, 10.1038/nrn1246

R Srinivasan, 1999, Spatial structure of the human alpha rhythm: global correlation in adults and local correlation in children., Clin Neurophysiol, 110, 1351, 10.1016/S1388-2457(99)00080-2

F Miezin, 2000, Characterizing the hemodynamic response: effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing., Neuroimage, 11, 735, 10.1006/nimg.2000.0568

JL Lancaster, 1995, A modality-independent approach to spatial normalization of tomographic images of the human brain., Hum Brain Mapp, 3, 209, 10.1002/hbm.460030305

AZ Snyder, 1996, Difference image vs. ratio image error function forms in PET-PET realignment., 131

AP Field, 2001, Meta-analysis of correlation coefficients: a Monte Carlo comparison of fixed- and random-effects methods., Psychol Methods, 6, 161, 10.1037/1082-989X.6.2.161

S Bender-deMoll, 2006, The art and science of dynamic network visualization., JJ Soc Struct, 7, 2

M Meila, 2007, Comparing clusterings - an information based distance., J Multivar Anal, 98, 873, 10.1016/j.jmva.2006.11.013

B Karrer, 2008, Robustness of community structure in networks., Phys Rev E Stat Nonlin Soft Matter Phys, 77, 046119, 10.1103/PhysRevE.77.046119

Y Benjamini, 1995, Controlling the false discovery rate: a practical and powerful approach to multiple testing., J R Stat Soc B, 57, 289