Toward discovery science of human brain function

被引:2200
作者
Biswal, Bharat B. [2 ]
Mennes, Maarten [1 ]
Zuo, Xi-Nian [1 ]
Gohel, Suril [2 ]
Kelly, Clare [1 ]
Smith, Steve M. [3 ]
Beckmann, Christian F. [3 ]
Adelstein, Jonathan S. [1 ]
Buckner, Randy L. [4 ]
Colcombe, Stan [5 ]
Dogonowski, Anne-Marie [6 ]
Ernst, Monique [7 ]
Fair, Damien [8 ]
Hampson, Michelle [9 ]
Hoptman, Matthew J. [10 ]
Hyde, James S. [11 ]
Kiviniemi, Vesa J. [12 ]
Kotter, Rolf [13 ]
Li, Shi-Jiang [11 ]
Lin, Ching-Po
Lowe, Mark J. [14 ]
Mackay, Clare [3 ]
Madden, David J. [15 ]
Madsen, Kristoffer H. [6 ]
Margulies, Daniel S. [16 ]
Mayberg, Helen S. [17 ,18 ]
McMahon, Katie [19 ]
Monk, Christopher S. [20 ]
Mostofsky, Stewart H. [21 ]
Nagel, Bonnie J. [22 ]
Pekar, James J. [23 ]
Peltier, Scott J. [24 ]
Petersen, Steven E. [25 ]
Riedl, Valentin [26 ,27 ]
Rombouts, Serge A. R. B. [28 ,29 ]
Rypma, Bart [30 ,31 ]
Schlaggar, Bradley L. [32 ]
Schmidt, Sein [33 ]
Seidler, Rachael D. [20 ,34 ]
Siegle, Greg J. [35 ]
Sorg, Christian [36 ]
Teng, Gao-Jun [37 ]
Veijola, Juha [38 ,39 ]
Villringer, Arno [33 ,40 ]
Walter, Martin [41 ]
Wang, Lihong [15 ]
Weng, Xu-Chu [42 ]
Whitfield-Gabrieli, Susan [43 ]
Williamson, Peter [44 ]
Windischberger, Christian [45 ]
机构
[1] NYU, Phyllis Green & Randolph Cowen Inst Pediat Neuros, Ctr Child Study, Langone Med Ctr, New York, NY 10016 USA
[2] Univ Med & Dent New Jersey, New Jersey Med Sch, Dept Radiol, Newark, NJ 07103 USA
[3] Univ Oxford, FMRIB Ctr, Oxford OX3 9DU, England
[4] Harvard Univ, Howard Hughes Med Inst, Cambridge, MA 02138 USA
[5] Univ Wales, Sch Psychol, Bangor, Gwynedd, Wales
[6] Univ Copenhagen, Hvidovre Hosp, Danish Res Ctr Magnet Resonance, DK-2650 Hvidovre, Denmark
[7] NIMH, Mood & Anxiety Disorders Program, NIH, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
[8] Oregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97239 USA
[9] Yale Univ, Sch Med, Dept Diagnost Radiol, New Haven, CT 06511 USA
[10] Nathan S Kline Inst Psychiat Res, Div Clin Res, Orangeburg, NY 10962 USA
[11] Med Coll Wisconsin, Biophys Res Inst, Milwaukee, WI 53226 USA
[12] Oulu Univ Hosp, Dept Diagnost Radiol, Oulu, Finland
[13] Radboud Univ Nijmegen, Med Ctr, Donders Inst Brain Cognit & Behav, Ctr Neurosci, NL-6500 HB Nijmegen, Netherlands
[14] Cleveland Clin, Imaging Inst, Cleveland, OH 44195 USA
[15] Duke Univ, Med Ctr, Brain Imaging & Anal Ctr, Durham, NC 27710 USA
[16] Max Planck Inst Human Cognit & Brain Sci, Dept Cognit Neurol, D-04103 Leipzig, Germany
[17] Emory Univ, Sch Med, Dept Psychiat, Atlanta, GA 30322 USA
[18] Emory Univ, Sch Med, Dept Neurol, Atlanta, GA 30322 USA
[19] Univ Queensland, Ctr Adv Imaging, Brisbane, Qld, Australia
[20] Univ Michigan, Dept Psychol, Ann Arbor, MI 48109 USA
[21] Kennedy Krieger Inst, Lab Neurocognit & Imaging Res, Baltimore, MD 21205 USA
[22] Oregon Hlth & Sci Univ, Dept Psychiat, Portland, OR 97239 USA
[23] Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD 21205 USA
[24] Univ Michigan, Funct MRI Lab, Ann Arbor, MI 48109 USA
[25] Washington Univ, Sch Med, McDonnell Ctr Higher Brain Funct, St Louis, MO 63110 USA
[26] Tech Univ Munich, Klinikum Rechts Isar, Dept Neurol, D-81675 Munich, Germany
[27] Tech Univ Munich, Klinikum Rechts Isar, Dept Neuroradiol, D-81675 Munich, Germany
[28] Leiden Univ, Inst Psychol, Med Ctr, Leiden, Netherlands
[29] Leiden Univ, Dept Radiol, Med Ctr, Leiden, Netherlands
[30] Univ Texas Dallas, Ctr Brain Hlth, Richardson, TX 75080 USA
[31] Univ Texas Dallas, Sch Behav & Brain Sci, Richardson, TX 75080 USA
[32] Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
[33] Charite, Dept Neurol, D-10117 Berlin, Germany
[34] Univ Michigan, Sch Kinesiol, Ann Arbor, MI 48109 USA
[35] Univ Pittsburgh, Dept Psychiat, Pittsburgh, PA 15213 USA
[36] Tech Univ Munich, Klinikum Rechts Isar, Dept Psychiat, D-81675 Munich, Germany
[37] Southeast Univ, Jiangsu Key Lab Mol & Funct Imaging, Dept Radiol, Zhong Da Hosp, Nanjing 210009, Peoples R China
[38] Univ Oulu, Dept Psychiat, Inst Clin Med, Oulu 90014, Finland
[39] Univ Oulu, Dept Publ Hlth Sci, Inst Hlth Sci, Oulu 90014, Finland
[40] Berlin NeuroImaging Ctr, D-10099 Berlin, Germany
[41] Otto VonGuericke Univ Magdegurg, Dept Psychiat, D-39106 Magdeburg, Germany
[42] Chinese Acad Sci, Lab Higher Brain Funct, Inst Psychol, Beijing 100864, Peoples R China
[43] MIT, Dept Brain & Cognit Sci, Harvard Mit Div Hlth Sci & Technol, Cambridge, MA 02139 USA
[44] Univ Western Ontario, Dept Psychiat, London, ON N6A 3H8, Canada
[45] Med Univ Vienna, Ctr Med Phys & Biomed Engn, Vienna, Austria
[46] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
基金
美国国家卫生研究院;
关键词
database; neuroimaging; open access; reproducibility; resting state; RESTING-STATE NETWORKS; BASE-LINE; SEXUAL-DIMORPHISM; CONNECTIVITY; MRI; ARCHITECTURE; CORTEX; FMRI; FLUCTUATIONS; ACTIVATION;
D O I
10.1073/pnas.0911855107
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Although it is being successfully implemented for exploration of the genome, discovery science has eluded the functional neuroimaging community. The core challenge remains the development of common paradigms for interrogating the myriad functional systems in the brain without the constraints of a priori hypotheses. Resting-state functional MRI (R-fMRI) constitutes a candidate approach capable of addressing this challenge. Imaging the brain during rest reveals large-amplitude spontaneous low-frequency (< 0.1 Hz)fluctuations in the fMRI signal that are temporally correlated across functionally related areas. Referred to as functional connectivity, these correlations yield detailed maps of complex neural systems, collectively constituting an individual's "functional connectome." Reproducibility across datasets and individuals suggests the functional connectome has a common architecture, yet each individual's functional connectome exhibits unique features, with stable, meaningful interindividual differences in connectivity patterns and strengths. Comprehensive mapping of the functional connectome, and its subsequent exploitation to discern genetic influences and brain-behavior relationships, will require multicenter collaborative datasets. Here we initiate this endeavor by gathering R-fMRI data from 1,414 volunteers collected independently at 35 international centers. We demonstrate a universal architecture of positive and negative functional connections, as well as consistent loci of inter-individual variability. Age and sex emerged as significant determinants. These results demonstrate that independent R-fMRI datasets can be aggregated and shared. High-throughput R-fMRI can provide quantitative phenotypes for molecular genetic studies and biomarkers of developmental and pathological processes in the brain. To initiate discovery science of brain function, the 1000 Functional Connectomes Project dataset is freely accessible at www.nitrc.org/projects/fcon_1000/.
引用
收藏
页码:4734 / 4739
页数:6
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