The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism

被引:1701
作者
Di Martino, A. [1 ]
Yan, C-G [2 ]
Li, Q. [3 ]
Denio, E. [1 ]
Castellanos, F. X. [1 ,2 ]
Alaerts, K. [1 ,4 ]
Anderson, J. S. [5 ,6 ,7 ,8 ]
Assaf, M. [9 ,10 ]
Bookheimer, S. Y. [11 ,12 ,13 ,14 ]
Dapretto, M. [12 ,13 ,15 ]
Deen, B. [10 ,16 ]
Delmonte, S. [17 ,18 ]
Dinstein, I. [19 ,20 ]
Ertl-Wagner, B. [21 ]
Fair, D. A. [22 ,23 ,24 ]
Gallagher, L. [17 ,18 ]
Kennedy, D. P. [25 ,26 ]
Keown, C. L. [27 ]
Keysers, C. [28 ,29 ]
Lainhart, J. E. [30 ,31 ]
Lord, C. [32 ]
Luna, B. [33 ]
Menon, V. [34 ]
Minshew, N. J. [35 ,36 ]
Monk, C. S. [37 ]
Mueller, S. [21 ]
Mueller, R. A. [27 ]
Nebel, M. B. [38 ]
Nigg, J. T. [39 ]
O'Hearn, K. [33 ]
Pelphrey, K. A. [10 ]
Peltier, S. J. [37 ]
Rudie, J. D. [12 ,13 ,14 ,15 ]
Sunaert, S. [40 ]
Thioux, M. [28 ,29 ]
Tyszka, J. M. [41 ]
Uddin, L. Q. [34 ]
Verhoeven, J. S. [40 ]
Wenderoth, N. [4 ]
Wiggins, J. L. [37 ]
Mostofsky, S. H. [38 ,42 ,43 ]
Milham, M. P. [2 ,3 ]
机构
[1] NYU, Langone Med Ctr, Phyllis Green & Randolph Cowen Inst Pediat Neuros, NYU Child Study Ctr, New York, NY 10016 USA
[2] Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA
[3] Ctr Developing Brain, Child Mind Inst, New York, NY USA
[4] Katholieke Univ Leuven, Louvain, Belgium
[5] Univ Utah, Div Neuroradiol, Salt Lake City, UT USA
[6] Univ Utah, Interdept Program Neurosci, Salt Lake City, UT USA
[7] Univ Utah, Inst Brain, Salt Lake City, UT USA
[8] Univ Utah, Dept Bioengn, Salt Lake City, UT 84112 USA
[9] Hartford Hosp, Inst Living, Olin Neuropsychiatry Res Ctr, Hartford, CT 06115 USA
[10] Yale Univ, Sch Med, New Haven, CT USA
[11] Univ Calif Los Angeles, Ctr Cognit Neurosci, Los Angeles, CA USA
[12] Univ Calif Los Angeles, Semel Inst Neurosci & Human Behav, Dept Psychiat & Biobehav Sci, Los Angeles, CA 90024 USA
[13] Univ Calif Los Angeles, Interdept Neurosci Program, Los Angeles, CA USA
[14] Univ Calif Los Angeles, David Geffen Sch Med, Los Angeles, CA 90095 USA
[15] Univ Calif Los Angeles, Ahmanson Lovelace Brain Mapping Ctr, Los Angeles, CA USA
[16] MIT, Dept Brain & Cognit Sci, Cambridge, MA 02139 USA
[17] Trinity Coll Dublin, Dept Psychiat, Dublin, Ireland
[18] Trinity Coll Dublin, Trinity Coll, Inst Neurosci, Dublin, Ireland
[19] Carnegie Mellon Univ, Dept Psychol, Pittsburgh, PA 15213 USA
[20] Ben Gurion Univ Negev, Beer Sheva, Israel
[21] Univ Munich, Inst Clin Radiol, Munich, Germany
[22] Oregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
[23] Oregon Hlth & Sci Univ, Dept Psychiat, Portland, OR 97201 USA
[24] Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, Portland, OR 97201 USA
[25] CALTECH, Div Humanities & Social Sci, Pasadena, CA 91125 USA
[26] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN USA
[27] San Diego State Univ, Dept Psychol, San Diego, CA 92182 USA
[28] Royal Dutch Acad Sci KNAW, Netherlands Inst Neurosci, Amsterdam, Netherlands
[29] Univ Groningen, Univ Med Ctr Groningen, BCN NeuroImaging Ctr, NL-9713 AV Groningen, Netherlands
[30] Univ Wisconsin, Waisman Lab Brain Imaging & Behav, Madison, WI USA
[31] Univ Wisconsin, Dept Psychiat, Div Child & Adolescent Psychiat, Madison, WI 53706 USA
[32] Weill Cornell Med Coll, New York, NY USA
[33] Univ Pittsburgh, Sch Med, Pittsburgh, PA USA
[34] Stanford Univ, Stanford, CA 94305 USA
[35] Univ Pittsburgh, Dept Psychiat, Pittsburgh, PA USA
[36] Univ Pittsburgh, Dept Neurol, Pittsburgh, PA 15260 USA
[37] Univ Michigan, Ann Arbor, MI 48109 USA
[38] Kennedy Krieger Inst, Lab Neurocognit & Imaging Res, Baltimore, MD USA
[39] Oregon Hlth & Sci Univ, Portland, OR 97201 USA
[40] Katholieke Univ Leuven, Univ Leuven, Translat MRI, Louvain, Belgium
[41] CALTECH, Div Biol, Pasadena, CA 91125 USA
[42] Johns Hopkins Sch Med, Dept Neurol, Baltimore, MD 21205 USA
[43] Johns Hopkins Sch Med, Dept Psychiat, Baltimore, MD 21205 USA
关键词
data sharing; default network; interhemispheric connectivity; intrinsic functional connectivity; resting-state fMRI; thalamus; HIGH-FUNCTIONING AUTISM; CORPUS-CALLOSUM; SPECTRUM DISORDERS; REGIONAL-VARIATION; CONNECTIVITY MRI; HEAD MOTION; ABNORMALITIES; NETWORKS; CHILDREN; SYNCHRONIZATION;
D O I
10.1038/mp.2013.78
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Autism spectrum disorders (ASDs) represent a formidable challenge for psychiatry and neuroscience because of their high prevalence, lifelong nature, complexity and substantial heterogeneity. Facing these obstacles requires large-scale multidisciplinary efforts. Although the field of genetics has pioneered data sharing for these reasons, neuroimaging had not kept pace. In response, we introduce the Autism Brain Imaging Data Exchange (ABIDE)-a grassroots consortium aggregating and openly sharing 1112 existing resting-state functional magnetic resonance imaging (R-fMRI) data sets with corresponding structural MRI and phenotypic information from 539 individuals with ASDs and 573 age-matched typical controls (TCs; 7-64 years) (http://fcon_ 1000. projects. nitrc. org/indi/abide/). Here, we present this resource and demonstrate its suitability for advancing knowledge of ASD neurobiology based on analyses of 360 male subjects with ASDs and 403 male age-matched TCs. We focused on whole-brain intrinsic functional connectivity and also survey a range of voxel-wise measures of intrinsic functional brain architecture. Whole-brain analyses reconciled seemingly disparate themes of both hypo-and hyperconnectivity in the ASD literature; both were detected, although hypoconnectivity dominated, particularly for corticocortical and interhemispheric functional connectivity. Exploratory analyses using an array of regional metrics of intrinsic brain function converged on common loci of dysfunction in ASDs (mid-and posterior insula and posterior cingulate cortex), and highlighted less commonly explored regions such as the thalamus. The survey of the ABIDE R-fMRI data sets provides unprecedented demonstrations of both replication and novel discovery. By pooling multiple international data sets, ABIDE is expected to accelerate the pace of discovery setting the stage for the next generation of ASD studies.
引用
收藏
页码:659 / 667
页数:9
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