Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia

NeuroImage: Clinical - Tập 5 - Trang 298-308 - 2014
Eswar Damaraju1, Elena A. Allen2,1, Ayşenil Belger3, Judith M. Ford4,5, Sarah McEwen6, Daniel H. Mathalon4,5, Bryon A. Mueller7, Godfrey D. Pearlson8, Steven G. Potkin9, Adrian Preda9, Jessica A. Turner10, Jatin G. Vaidya11, T.G. van Erp9, Vince D. Calhoun12,1
1The Mind Research Network, Albuquerque, NM, USA
2K.G. Jebsen Center for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
3Department of Psychiatry, University of North Carolina, Chapel Hill, NC USA
4University of California at San Francisco
5VA Medical Center
6Department of Psychiatry and Biobehavioral Sciences; University of California Los Angeles; Los Angeles CA USA
7Department of Psychiatry, University of Minnesota, Minneapolis, MN USA
8Yale University School of Medicine, New Haven, CT, USA
9Department of Psychiatry and Human Behavior, University of California, Irvine, Irvine, CA, USA
10Department of Psychology, Georgia State University, GA, USA
11Department of Psychiatry, University of Iowa, IA, USA
12Department of ECE, University of New Mexico, NM, USA

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Tài liệu tham khảo

Allen, 2012, Tracking whole-brain connectivity dynamics in the resting state, Cerebral Cortex, 24, 663, 10.1093/cercor/bhs352

Allen, 2013

Allen, 2011, A baseline for the multivariate comparison of resting-state networks, Frontiers in Systems Neuroscience, 10.3389/fnsys.2011.00002

Bell, 1995, An information-maximization approach to blind separation and blind deconvolution, Neural Computation, 7, 1129, 10.1162/neco.1995.7.6.1129

Anticevic, 2013, Characterizing thalamo-cortical disturbances in schizophrenia and bipolar illness, Cerebral Cortex

Bleuler, 1950

Boly, 2012, Hierarchical clustering of brain activity during human nonrapid eye movement sleep, Proceedings of the National Academy of Sciences of the U.S.A., 109, 5856, 10.1073/pnas.1111133109

Breakspear, 2003, A disturbance of nonlinear interdependence in scalp EEG of subjects with first episode schizophrenia, NeuroImage, 20, 466, 10.1016/S1053-8119(03)00332-X

Byne, 2009, The thalamus and schizophrenia: current status of research, Acta Neuropathologica, 117, 347, 10.1007/s00401-008-0404-0

Calhoun, 2001, A method for making group inferences from functional MRI data using independent component analysis, Human Brain Mapping, 14, 140, 10.1002/hbm.1048

Calhoun, 2011, Exploring the psychosis functional connectome: aberrant intrinsic networks in schizophrenia and bipolar disorder, Frontiers in Psychiatry, 2, 75

Chang, 2010, Time-frequency dynamics of resting-state brain connectivity measured with fMRI, NeuroImage, 50, 81, 10.1016/j.neuroimage.2009.12.011

Christensen, 2001

Cordes, 2001, Frequencies contributing to functional connectivity in the cerebral cortex in “resting-state” data, AJNR. American Journal of Neuroradiology, 22, 1326

Cribben, 2012, Dynamic connectivity regression: determining state-related changes in brain connectivity, Neuroimage, 61, 907, 10.1016/j.neuroimage.2012.03.070

Deco, 2011, Emerging concepts for the dynamical organization of resting-state activity in the brain, Nature Reviews. Neuroscience, 56, 2043

Deco, 2013, Resting-state functional connectivity emerges from structurally and dynamically shaped slow linear fluctuations, Journal of Neuroscience, 33, 11239, 10.1523/JNEUROSCI.1091-13.2013

Di, 2013, The influence of the amplitude of low-frequency fluctuations on resting-state functional connectivity, Frontiers in Human Neuroscience, 7, 118, 10.3389/fnhum.2013.00118

Erhardt, 2011, Comparison of multi-subject ICA methods for analysis of fMRI data, Human Brain Mapping, 32, 2075, 10.1002/hbm.21170

Ferrarelli, 2011, The thalamic reticular nucleus and schizophrenia, Schizophrenia Bulletin, 37, 306, 10.1093/schbul/sbq142

Fornito, 2012, Schizophrenia, neuroimaging and connectomics, Neuroimage, 62, 2296, 10.1016/j.neuroimage.2011.12.090

Fox, 2010, Clinical applications of resting state functional connectivity, Frontiers in Systems Neuroscience, 4, 19

Fox, 2007, Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging, Nature Reviews. Neuroscience, 8, 700, 10.1038/nrn2201

Friedman, 2008, Sparse inverse covariance estimation with the graphical lasso, Biostatistics (Oxford, England), 9, 432, 10.1093/biostatistics/kxm045

Friston, 1998, The disconnection hypothesis, Schizophrenia Research, 30, 115, 10.1016/S0920-9964(97)00140-0

Handwerker, 2012, Periodic changes in fMRI connectivity, Neuroimage, 63, 1712, 10.1016/j.neuroimage.2012.06.078

Hutchison, 2013, Dynamic functional connectivity: promise, issues, and interpretations, Neuroimage, 80, 360, 10.1016/j.neuroimage.2013.05.079

Hutchison, 2013, Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques, Human Brain Mapping, 34, 2154, 10.1002/hbm.22058

Jafri, 2008, A method for functional network connectivity among spatially independent resting-state components in schizophrenia, NeuroImage, 39, 1666, 10.1016/j.neuroimage.2007.11.001

Keilholz, 2013, Dynamic properties of functional connectivity in the rodent, Brain Connectivity, 3, 31, 10.1089/brain.2012.0115

Kraepelin, 1971

Larson-Prior, 2009, Cortical network functional connectivity in the descent to sleep, Proceedings of the National Academy of Sciences of the United States of America, 106, 4489, 10.1073/pnas.0900924106

Liu, 2013, Time-varying functional network information extracted from brief instances of spontaneous brain activity, Proceedings of the National Academy of Sciences of the United States of America, 110, 4392, 10.1073/pnas.1216856110

Marenco, 2011, Investigation of anatomical thalamo-cortical connectivity and fMRI activation in schizophrenia, Neuropsychopharmacology, 37, 499, 10.1038/npp.2011.215

Mathalon, 2008, Divergent approaches converge on frontal lobe dysfunction in schizophrenia, American Journal of Psychiatry, 165, 944, 10.1176/appi.ajp.2008.08050735

Mazoyer, 2001, Cortical networks for working memory and executive functions sustain the conscious resting state in man, Brain Research Bulletin, 54, 287, 10.1016/S0361-9230(00)00437-8

Mazumder, 2012, The graphical lasso: new insights and alternatives, Electronic Journal of Statistics, 6, 2125, 10.1214/12-EJS740

Moncrieff, 2010, A systematic review of the effects of antipsychotic drugs on brain volume, Psychological Medicine, 40, 1409, 10.1017/S0033291709992297

Pan, 2013, Infraslow LFP correlates to resting-state fMRI BOLD signals, Neuroimage, 74, 288, 10.1016/j.neuroimage.2013.02.035

Pearlson, 2000, Neurobiology of schizophrenia, Annals of Neurology, 48, 556, 10.1002/1531-8249(200010)48:4<556::AID-ANA2>3.0.CO;2-2

Pearlson, 1999, Structural brain imaging in schizophrenia: a selective review, Biological Psychiatry, 46, 627, 10.1016/S0006-3223(99)00071-2

Potkin, 2009, Widespread cortical dysfunction in schizophrenia: the FBIRN imaging consortium, Schizophrenia Bulletin, 35, 15, 10.1093/schbul/sbn159

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

Sakoğlu, 2010, A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia, Magnetic Resonance Materials in Physics, Biology and Medicine, 23, 351, 10.1007/s10334-010-0197-8

Salvador, 2010, Overall brain connectivity maps show corticosubcortical abnormalities in schizophrenia, Human Brain Mapping, 31, 2003, 10.1002/hbm.20993

Satterthwaite, 2013, An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data, Neuroimage, 64, 240, 10.1016/j.neuroimage.2012.08.052

Smith, 2009, Correspondence of the brain's functional architecture during activation and rest, Proceedings of the National Academy of Sciences of the United States of America, 106, 13040, 10.1073/pnas.0905267106

Smith, 2011, Network modelling methods for FMRI, Neuroimage, 54, 875, 10.1016/j.neuroimage.2010.08.063

Spoormaker, 2010, Development of a large-scale functional brain network during human non-rapid eye movement sleep, Journal of Neuroscience, 30, 11379, 10.1523/JNEUROSCI.2015-10.2010

Van Dijk, 2010, Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization, Journal of Neurophysiology, 103, 297, 10.1152/jn.00783.2009

Varoquaux, 2010, Brain covariance selection: better individual functional connectivity models using population prior, 2334

Welsh, 2010, Low-frequency BOLD fluctuations demonstrate altered thalamocortical connectivity in schizophrenia, Schizophrenia Bulletin, 36, 713, 10.1093/schbul/sbn145

Whitfield-Gabrieli, 2009, Hyperactivity and hyperconnectivity of the default network in schizophrenia and in first-degree relatives of persons with schizophrenia, Proceedings of the National Academy of Sciences of the U.S.A., 106, 1279, 10.1073/pnas.0809141106

Woodward, 2012, Thalamocortical dysconnectivity in schizophrenia, American Journal of Psychiatry, 169, 1092, 10.1176/appi.ajp.2012.12010056

Yan, 2013, A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics, Neuroimage, 76, 183, 10.1016/j.neuroimage.2013.03.004