Altered functional and structural brain network organization in autism

NeuroImage: Clinical - Tập 2 - Trang 79-94 - 2013
J.D. Rudie1,2,3, J.A. Brown2,4, D. Beck-Pancer1, L.M. Hernandez1, E.L. Dennis2,5, P.M. Thompson5,6, S.Y. Bookheimer4,6, M. Dapretto1,6
1Brain Mapping Center, UCLA, Los Angeles, CA, USA
2Interdepartmental Neuroscience Program, UCLA, Los Angeles, CA, USA
3David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
4Center for Cognitive Neuroscience, UCLA, Los Angeles, CA, USA
5Laboratory of Neuro Imaging, Department of Neurology, UCLA, Los Angeles, CA, USA
6Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA

Tài liệu tham khảo

Achad, 2007, Efficiency and cost of economical brain functional networks, PLoS Computational Biology, 3, e17, 10.1371/journal.pcbi.0030017 Anderson, 2011, Decreased interhemispheric functional connectivity in autism, Cerebral Cortex, 21, 1134, 10.1093/cercor/bhq190 Anderson, 2011, Functional connectivity magnetic resonance imaging classification of autism, Brain, 134, 3742, 10.1093/brain/awr263 Anderson, 2011, Connectivity gradients between the default mode and attention control networks, Brain Connectivity, 1, 147, 10.1089/brain.2011.0007 Assaf, 2010, Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients, NeuroImage, 53, 247, 10.1016/j.neuroimage.2010.05.067 Barnea-Goraly, 2010, Similar white matter aberrations in children with autism and their unaffected siblings: a diffusion tensor imaging study using tract-based spatial statistics, Archives of General Psychiatry, 67, 1052, 10.1001/archgenpsychiatry.2010.123 Bassett, 2008, Hierarchical organization of human cortical networks in health and schizophrenia, Journal of Neuroscience, 28, 9239, 10.1523/JNEUROSCI.1929-08.2008 Bassett, 2010, Efficient physical embedding of topologically complex information processing networks in brains and computer circuits, PLoS Computational Biology, 6, e1000748, 10.1371/journal.pcbi.1000748 Bassett, 2012, Altered resting state complexity in schizophrenia, NeuroImage, 59, 2196, 10.1016/j.neuroimage.2011.10.002 Belmonte, 2004, Autism and abnormal development of brain connectivity, Journal of Neuroscience, 24, 9228, 10.1523/JNEUROSCI.3340-04.2004 Benjamini, 1995, Controlling the false discovery rate—a practical and powerful approach to multiple testing, Royal Statistical Society B Methodological, 57, 289 Biswal, 2010, Toward discovery science of human brain function, Proceedings of the National Academy of Sciences of the United States of America, 107, 4734, 10.1073/pnas.0911855107 Blondel, 2008, Fast unfolding of communities in large networks, Journal of Statistical Mechanics, 2008, P10008, 10.1088/1742-5468/2008/10/P10008 Brown, 2011, Brain network local interconnectivity loss in aging APOE-4 allele carriers, Proceedings of the National Academy of Sciences of the United States of America, 108, 20760, 10.1073/pnas.1109038108 Brown, 2012, The UCLA multimodal connectivity database: a web-based platform for brain connectivity matrix sharing and analysis, Frontiers in Neuroinformatics, 6, 28, 10.3389/fninf.2012.00028 Bullmore, 2009, Complex brain networks: graph theoretical analysis of structural and functional systems, Nature Reviews Neuroscience, 10, 186, 10.1038/nrn2575 Butts, 2009, Revisiting the foundations of network analysis, Science, 325, 414, 10.1126/science.1171022 Casanova, 2002, Clinical and macroscopic correlates of minicolumnar pathology in autism, Journal of Child Neurology, 17, 692, 10.1177/088307380201700908 Chang, 2009, Effects of model-based physiological noise correction on default mode network anti-correlations and correlations, NeuroImage, 47, 1448, 10.1016/j.neuroimage.2009.05.012 Courchesne, 2005, Why the frontal cortex in autism might be talking only to itself: local over-connectivity but long-distance disconnection, Current Opinion in Neurobiology, 15, 225, 10.1016/j.conb.2005.03.001 Cox, 1996, AFNI: software for analysis and visualization of functional magnetic resonance neuroimages, Computers and Biomedical Research, 29, 162, 10.1006/cbmr.1996.0014 Craddock, 2011, A whole brain fMRI atlas generated via spatially constrained spectral clustering, Human Brain Mapping, 33, 1914, 10.1002/hbm.21333 Dennis, 2012, Altered structural brain connectivity in healthy carriers of the autism risk gene, CNTNAP2, Brain Connectivity, 1, 447, 10.1089/brain.2011.0064 Fair, 2009, Functional brain networks develop from a “local to distributed” organization, PLoS Computational Biology, 5, e1000381, 10.1371/journal.pcbi.1000381 Feinberg, 2010, Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging, PLoS One, 5, e15710, 10.1371/journal.pone.0015710 Fornito, 2011, Genetic influences on cost-efficient organization of human cortical functional networks, Journal of Neuroscience, 31, 3261, 10.1523/JNEUROSCI.4858-10.2011 Fox, 2009, The global signal and observed anticorrelated resting state brain networks, Journal of Neurophysiology, 101, 3270, 10.1152/jn.90777.2008 Geschwind, 2007, Autism spectrum disorders: developmental disconnection syndromes, Current Opinion in Neurobiology, 17, 103, 10.1016/j.conb.2007.01.009 Ginestet, 2011, Brain network analysis: separating cost from topology using cost-integration, PLoS One, 6, e21570, 10.1371/journal.pone.0021570 Groen, 2011, Pervasive microstructural abnormalities in autism: a DTI study, Journal of Psychiatry & Neuroscience, 36, 32, 10.1503/jpn.090100 Guimerà, 2005, The worldwide air transportation network: anomalous centrality, community structure, and cities' global roles, Proceedings of the National Academy of Sciences of the United States of America, 102, 7794, 10.1073/pnas.0407994102 Hagmann, 2008, Mapping the structural core of human cerebral cortex, PLoS Biology, 6, e159, 10.1371/journal.pbio.0060159 Hagmann, 2010, White matter maturation reshapes structural connectivity in the late developing human brain, Proceedings of the National Academy of Sciences of the United States of America, 107, 19067, 10.1073/pnas.1009073107 Hawellek, 2011, Increased functional connectivity indicates the severity of cognitive impairment in multiple sclerosis, Proceedings of the National Academy of Sciences of the United States of America, 108, 19066, 10.1073/pnas.1110024108 He, 2007, Small-world anatomical networks in the human brain revealed by cortical thickness from MRI, Cerebral Cortex, 17, 2407, 10.1093/cercor/bhl149 Herbert, 2004, Localization of white matter volume increase in autism and developmental language disorder, Annals of Neurology, 55, 530, 10.1002/ana.20032 Honey, 2009, Predicting human resting-state functional connectivity from structural connectivity, Proceedings of the National Academy of Sciences of the United States of America, 106, 2035, 10.1073/pnas.0811168106 Humphries, 2006, The brainstem reticular formation is a small-world, not scale-free, network, Proceedings. Biological Sciences/The Royal Society, 273, 503, 10.1098/rspb.2005.3354 Jenkinson, 2002, Improved optimization for the robust and accurate linear registration and motion correction of brain images, NeuroImage, 17, 825, 10.1006/nimg.2002.1132 Kennedy, 2008, The intrinsic functional organization of the brain is altered in autism, NeuroImage, 39, 1877, 10.1016/j.neuroimage.2007.10.052 Kim, 2011, Prevalence of autism spectrum disorders in a total population sample, The American Journal of Psychiatry, 168, 904, 10.1176/appi.ajp.2011.10101532 Lai, 2010, A shift to randomness of brain oscillations in people with autism, Biological Psychiatry, 68, 1092, 10.1016/j.biopsych.2010.06.027 Lebel, 2012, Diffusion tensor imaging of white matter tract evolution over the lifespan, NeuroImage, 60, 340, 10.1016/j.neuroimage.2011.11.094 Lord, 1994, Autism Diagnostic Interview-Revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders, Journal of Autism and Developmental Disorders, 24, 659, 10.1007/BF02172145 Lord, 2000, The autism diagnostic observation schedule-generic: a standard measure of social and communication deficits associated with the spectrum of autism, Journal of Autism and Developmental Disorders, 30, 205, 10.1023/A:1005592401947 Meilă, 2007, Comparing clusterings—an information based distance, Journal of Multivariate Analysis, 98, 873, 10.1016/j.jmva.2006.11.013 Meunier, 2009, Age-related changes in modular organization of human brain functional networks, NeuroImage, 44, 715, 10.1016/j.neuroimage.2008.09.062 Mori, 2002, Fiber tracking: principles and strategies — a technical review, NMR in Biomedicine, 15, 468, 10.1002/nbm.781 Mostofsky, 2009, Decreased connectivity and cerebellar activity in autism during motor task performance, Brain, 132, 2413, 10.1093/brain/awp088 Müller, 2007, The study of autism as a distributed disorder, Mental Retardation and Developmental Disabilities Research Reviews, 13, 85, 10.1002/mrdd.20141 Murphy, 2009, The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?, NeuroImage, 44, 893, 10.1016/j.neuroimage.2008.09.036 Newman, 2006, Modularity and community structure in networks, Proceedings of the National Academy of Sciences, 103, 8577, 10.1073/pnas.0601602103 Paakki, 2010, Alterations in regional homogeneity of resting-state brain activity in autism spectrum disorders, Brain Research, 1321, 169, 10.1016/j.brainres.2009.12.081 Power, 2011, Functional network organization of the human brain, Neuron, 72, 665, 10.1016/j.neuron.2011.09.006 Power, 2012, Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion, NeuroImage, 59, 2142, 10.1016/j.neuroimage.2011.10.018 Pugliese, 2009, The anatomy of extended limbic pathways in Asperger syndrome: a preliminary diffusion tensor imaging tractography study, NeuroImage, 47, 427, 10.1016/j.neuroimage.2009.05.014 Rubinov, 2009, Complex network measures of brain connectivity: uses and interpretations, NeuroImage, 52, 1059, 10.1016/j.neuroimage.2009.10.003 Rubinov, 2011, Weight-conserving characterization of complex functional brain networks, NeuroImage, 56, 2068, 10.1016/j.neuroimage.2011.03.069 Rudie, 2012, Reduced functional integration and segregation of distributed neural systems underlying social and emotional information processing in autism spectrum disorders, Cerebral Cortex, 22, 1025, 10.1093/cercor/bhr171 Rudie, 2012, Autism-associated promoter variant in MET impacts functional and structural brain networks, Neuron, 75, 904, 10.1016/j.neuron.2012.07.010 Schipul, 2011, Inter-regional brain communication and its disturbance in autism, Frontiers in Systems Neuroscience, 5, 10, 10.3389/fnsys.2011.00010 Schwarz, 2011, Negative edges and soft thresholding in complex network analysis of resting state functional connectivity data, NeuroImage, 55, 1132, 10.1016/j.neuroimage.2010.12.047 Shukla, 2010, Regional homogeneity of fMRI time series in autism spectrum disorders, Neuroscience Letters, 476, 46, 10.1016/j.neulet.2010.03.080 Simpson, 2012, An exponential random graph modeling approach to creating group-based representative whole-brain connectivity networks, Neuroimage, 60, 1117, 10.1016/j.neuroimage.2012.01.071 Smith, 2004, Advances in functional and structural MR image analysis and implementation as FSL, NeuroImage, 23, S208, 10.1016/j.neuroimage.2004.07.051 Smith, 2010, Network modelling methods for FMRI, NeuroImage, 54, 875, 10.1016/j.neuroimage.2010.08.063 Smith, 2012, Temporally-independent functional modes of spontaneous brain activity, Proceedings of the National Academy of Sciences of the United States of America, 109, 3131, 10.1073/pnas.1121329109 Sporns, 2011, The non-random brain: efficiency, economy, and complex dynamics, Frontiers in Computational Neuroscience, 5, 5, 10.3389/fncom.2011.00005 Storey, 2003, Statistical significance for genomewide studies, Proceedings of the National Academy of Sciences of the United States of America, 100, 9440, 10.1073/pnas.1530509100 Sundaram, 2008, Diffusion tensor imaging of frontal lobe in autism spectrum disorder, Cerebral Cortex, 18, 2659, 10.1093/cercor/bhn031 Supekar, 2008, Network analysis of intrinsic functional brain connectivity in Alzheimer's disease, PLoS Computational Biology, 4, e1000100, 10.1371/journal.pcbi.1000100 Supekar, 2009, Development of large-scale functional brain networks in children, PLoS Biology, 7, e1000157, 10.1371/journal.pbio.1000157 van den Heuvel, 2008, Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain, NeuroImage, 43, 528, 10.1016/j.neuroimage.2008.08.010 Van Dijk, 2012, The influence of head motion on intrinsic functional connectivity MRI, NeuroImage, 59, 431, 10.1016/j.neuroimage.2011.07.044 Villalobos, 2005, Reduced functional connectivity between V1 and inferior frontal cortex associated with visuomotor performance in autism, NeuroImage, 25, 916, 10.1016/j.neuroimage.2004.12.022 Vissers, 2012, Brain connectivity and high functioning autism: a promising path of research that needs refined models, methodological convergence, and stronger behavioral links, Neuroscience and Biobehavioral Reviews, 36, 604, 10.1016/j.neubiorev.2011.09.003 Wang, 2009, Parcellation-dependent small-world brain functional networks: a resting-state fMRI study, Human Brain Mapping, 30, 1511, 10.1002/hbm.20623 Wang, 2010, Graph-based network analysis of resting-state functional MRI, Frontiers in Systems Neuroscience, 4, 16 Watts, 1998, Collective dynamics of ‘small-world’ networks, Nature, 393, 440, 10.1038/30918 Wechsler, 1991 Wechsler, 1999 Weissenbacher, 2009, Correlations and anticorrelations in resting-state functional connectivity MRI: a quantitative comparison of preprocessing strategies, NeuroImage, 47, 1408, 10.1016/j.neuroimage.2009.05.005 Zalesky, 2010, Whole-brain anatomical networks: does the choice of nodes matter?, Neuroimage, 50, 970, 10.1016/j.neuroimage.2009.12.027