Networks of task co-activations

NeuroImage

Volumn 80, Issue , 2013, Pages 505-514

  Laird, Angela R ^a   Eickhoff, Simon B ^b,c   Rottschy, Claudia ^b,d   Bzdok, Danilo ^b   Ray, Kimberly L ^e   Fox, Peter T ^e,f  

^a FLORIDA INTERNATIONAL UNIVERSITY   (United States)

^b FORSCHUNGSZENTRUM JÜLICH   (Germany)

^c HEINRICH HEINE UNIVERSITY   (Germany)

^d RWTH AACHEN UNIVERSITY   (Germany)

^e UNIVERSITY OF TEXAS HEALTH SCIENCE CENTER AT SAN ANTONIO   (United States)

^f Veterans Administration   (United States)

Author keywords

BrainMap; Co activations; Functional brain networks; Functional connectivity; Intrinsic connectivity networks; Meta analysis; Neuroinformatics; Resting state networks; Task co occurrence

Indexed keywords

AMYGDALOID NUCLEUS; ARTICLE; ASSOCIATION CORTEX; AUTISM; BRAIN MAPPING; BRAIN SIZE; CONNECTIVITY BASED PARCELLATION; CONNECTOME; DEFAULT MODE NETWORK; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; INDEPENDENT COMPONENT ANALYSIS; MENTAL TASK; META ANALYTIC CONNECTIVITY MODELING; NERVE CELL NETWORK; NEUROIMAGING; PRIORITY JOURNAL; RESTING STATE NETWORK; STATISTICAL ANALYSIS; TASK COACTIVATION NETWORK; VOXEL BASED MORPHOMETRY;

BRAINMAP; CO-ACTIVATIONS; FUNCTIONAL BRAIN NETWORKS; FUNCTIONAL CONNECTIVITY; INTRINSIC CONNECTIVITY NETWORKS; META-ANALYSIS; NEUROINFORMATICS; RESTING STATE NETWORKS; TASK CO-OCCURRENCE;

ANIMALS; BRAIN; COGNITION; CONNECTOME; HUMANS; META-ANALYSIS AS TOPIC; MODELS, ANATOMIC; MODELS, NEUROLOGICAL; NERVE NET; TASK PERFORMANCE AND ANALYSIS;

EID: 84880332789     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.04.073     Document Type: Article

References (61)

1. Abou-Elseoud A., Starck T., Remes J., Nikkienen J., Tervonene O., Kiviniemi V. The effect of model order selection in group PICA. Hum. Brain Mapp. 2010, 31:1207-1216.
2. Beckmann C.F., De Luca M., Devlin J.T., Smith S.M. Investigations into resting-state connectivity using independent component analysis. Philos. Trans. R. Soc. Lond. 2005, 36:1001-1013.
3. Bellec P., Perlbarg V., Jbabdi S., Pelegrini-Issac M., Anton J.L., Doyon J., Benali H. Identification of large-scale networks in the brain using fMRI. Neuroimage 2006, 29:1231-1243.
4. Biswal B., Zerrin Yetkin F., Haughton V., Hyde J. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995, 34:537-541.
5. Biswal B.B., Mennes M., Zuo X.N., Gohel S., Kelly C., Smith S.M., Beckmann C.F., Adelstein J.S., Buckner R.L., Colcombe S., Dogonowski A.M., Ernst M., Fair D., Hampson M., Hoptman M.J., Hyde J.S., Kiviniemi V.J., Kötter R., Li S.J., Lin C.P., Lowe M.J., Mackay C., Madden D.J., Madsen K.H., Margulies D.S., Mayberg H.S., McMahon K., Monk C.S., Mostofsky S.H., Nagel B.J., Pekar J.J., Peltier S.J., Petersen S.E., Riedl V., Rombouts S.A., Rypma B., Schlaggar B.L., Schmidt S., Seidler R.D., Siegle G.J., Sorg C., Teng G.J., Veijola J., Villringer A., Walter M., Wang L., Weng X.C., Whitfield-Gabrieli S., Williamson P., Windischberger C., Zang Y.F., Zhang H.Y., Castellanos F.X., Milham M.P. Toward discovery science of human brain function. Proc. Natl. Acad. Sci. 2010, 107:4734-4739.
6. Bzdok D., Laird A.R., Zilles K., Fox P.T., Eickhoff S.B. An investigation of the structural, connectional, and functional subspecialization in the human amygdala. Hum. Brain Mapp. 2013, (in press).
7. Cauda F., D'Agata F., Sacco K., Duca S., Geminiani G., Vercelli A. Functional connectivity of the insula in the resting brain. Neuroimage 2011, 55:8-23.
8. Cieslik E.C., Zilles K., Caspers S., Roski C., Kellermann T.S., Jakobs O., Langner R., Laird A.R., Fox P.T., Eickhoff S.B. Is there "One" DLPFC in cognitive action control? Evidence for heterogeneity from co-activation-based parcellation. Cereb. Cortex 2013, 23:223-229.
9. Collins D.L., Neelin P., Peters T.M., Evans A.C. Automatic 3D intersubject registration of MR columetric data in standardized Talairach space. J. Comput. Assist. Tomogr. 1994, 18:192-205.
10. Cordes D., Haughton V., Carew J.D., Arkanakis K., Maravilla K. Hierarchical clustering to measure connectivity in fMRI resting-state data. Magn. Reson. Imaging 2002, 20:305-317.
11. Damoiseaux J.S., et al. Consistent resting-state networks across healthy subjects. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:13848-13853.
12. Eickhoff S.B., Grefkes C. Approaches for the integrated analysis of structure, function and connectivity of the human brain. Clin. EEG Neurosci. 2011, 42:107-121.
13. Eickhoff S.B., Laird A.R., Grefkes C., Wang L.E., Zilles K., Fox P.T. Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: a random-effects approach based on empirical estimates of spatial uncertainty. Hum. Brain Mapp. 2009, 30:2907-2926.
14. Eickhoff S., Jbabdi S., Caspers S., Laird A.R., Fox P.T., Zilles K., Behrens T. Anatomical and functional connectivity of cytoarchitectonic areas within the human parietal operculum. J. Neurosci. 2010, 30:6409-6421.
15. Eickhoff S.B., Bzdok D., Laird A.R., Roski C., Caspers S., Zilles K., Fox P.T. Co-activation patterns distinguish cortical modules, their connectivity and functional differentiation. Neuroimage 2011, 57:938-949.
16. Eickhoff S.B., Bzdok D., Laird A.R., Kurth F., Fox P.T. Activation likelihood estimation revisited. Neuroimage 2012, 59:2349-2361.
17. Evans A.C., Collins D.L., Mills S.R., Brown E.D., Kelly R.L., Peters T.M. 3D statistical neuroanatomical models from 305 MRI volumes. Proceedings of IEEE-Nuclear Science Symposium and Medical Imaging Conference 1813-1817 1993.
18. Fennema-Notestine C. Enabling public data sharing: encouraging scientific discovery and education. Methods Mol. Biol. 2009, 569:25-32.
19. Fox P.T., Lancaster J.L. Mapping context and content: the BrainMap model. Nat. Rev. Neurosci. 2002, 3:319-321.
20. Fox P.T., Laird A.R., Fox S.P., Fox M., Uecker A.M., Crank M., Koenig S.F., Lancaster J.L. BrainMap taxonomy of experimental design: description and evaluation. Hum. Brain Mapp. 2005, 25:185-198.
21. Jakobs O., Langner R., Caspers S., Roski C., Cieslik E.C., Zilles K., Laird A.R., Fox P.T., Eickhoff S.B. Across-study and within-subject functional connectivity of a right temporo-parietal junction subregion involved in stimulus-context integration. Neuroimage 2012, 60:2389-2398.
22. Johansen-Berg H., Behrens T.E., Robson M.D., Drobnjak I., Rushworth M.F., Brady J.M., Smith S.M., Higham D.J., Matthews P.M. Changes in connectivity profiles define functionally distinct regions in human medial frontal cortex. Proc. Natl. Acad. Sci. U. S. A. 2004, 101:13335-13340.
23. Kahnt T., Chang L.J., Park S.Q., Heinzle J., Haynes J.D. Connectivity-based parcellation of the human orbitofrontal cortex. J. Neurosci. 2012, 32:6240-6250.
24. Keator D.B., Grethe J.S., Marcus D., Ozyurt B., Gadde S., Murphy S., et al. A national human neuroimaging collaboratory enabled by the Biomedical Informatics Research Network (BIRN). IEEE Trans. Inf. Technol. Biomed. 2008, 12:162-172.
25. Kelly C., Uddin L.Q., Shehzad Z., Margulies D.S., Castellanos F.X., Milham M.P., Petrides M. Broca's region: linking human brain functional connectivity data and non-human primate tracing anatomy studies. Eur. J. Neurosci. 2010, 32:383-398.
26. Kim J.H., Lee J.M., Jo H.J., Kim S.H., Lee J.H., Kim S.T., Seo S.W., Cox R.W., Na D.L., Kim S.I., Saad Z.S. Defining functional SMA and pre-SMA subregions in human MFC using resting state fMRI: functional connectivity-based parcellation method. Neuroimage 2010, 49:2375-2386.
27. Koski L., Paus T. Functional connectivity of the anterior cingulate cortex within the human frontal lobe: a brain-mapping meta-analysis. Exp. Brain Res. 2000, 133:55-65.
28. Laird A.R., Lancaster J.L., Fox P.T. BrainMap: the social evolution of a functional neuroimaging database. Neuroinformatics 2005, 3:65-78.
29. Laird A.R., Fox M., Price C.J., Glahn D.C., Uecker A.M., Lancaster J.L., Turkeltaub P.E., Kochunov P., Fox P.T. ALE meta-analysis: controlling the false discovery rate and performing statistical contrasts. Hum. Brain Mapp. 2005, 25:155-164.
30. Laird A.R., Eickhoff S.B., Kurth F., Fox P.M., Uecker A.M., Turner J.A., Robinson J.L., Lancaster J.L., Fox P.T. ALE meta-analysis workflows via the BrainMap database: progress towards a probabilistic functional brain atlas. Front. Neuroinformatics 2009, 3:23.
31. Laird A.R., Eickhoff S.B., Li K., Robin D.A., Glahn D.C., Fox P.T. Investigating the functional heterogeneity of the default mode network using coordinate-based meta-analytic modeling. J. Neurosci. 2009, 29:14496-14505.
32. Laird A.R., Fox P.M., Eickhoff S.B., Turner J.A., Ray K.L., McKay D.R., Glahn D.C., Beckmann C.F., Smith S.M., Fox P.T. Behavioral interpretations of intrinsic connectivity networks. J. Cogn. Neurosci. 2011, 23:4022-4037.
33. Lancaster J.L., Laird A.R., Eickhoff S.B., Martinez M.J., Fox P.M., Fox P.T. Automated regional behavioral analysis for human brain images. Front. Neuroinformatics 2012, 6:23.
34. Malikovic A., Amunts K., Schleicher A., Mohlberg H., Eickhoff S.B., Wilms M., Palomero-Gallagher N., Armstrong E., Zilles K. Cytoarchitectonic analysis of the human extrastriate cortex in the region of V5/MT+: a probabilistic, stereotaxic map of area hOc5. Cereb. Cortex 2007, 17:562-574.
35. Marcus D.S., Wang T.H., Parker J., Csernansky J.G., Morris J.C., Buckner R.L. Open Access Series of Imaging Studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults. J. Cogn. Neurosci. 2007, 19:1498-1507.
36. Marcus D.S., Olsen T.R., Ramaratnam M., Buckner R.L. The Extensible Neuroimaging Archive Toolkit: an informatics platform for managing, exploring, and sharing neuroimaging data. Neuroinformatics 2007, 5:11-34.
37. Meier T.B., Wildenberg J.C., Liu J., Chen J., Calhoun V.D., Biswal B.B., Meyerand M.E., Birn R.M., Prabhakaran V. Parallel ICA identifies sub-components of resting state networks that covary with behavioral indices. Front. Hum. Neurosci. 2012, 6:281.
38. Mennes M., Zuo X.N., Kelly C., Di Martino A., Zang Y.F., Biswal B., Castellanos F.X., Milham M.P. Linking inter-individual differences in neural activation and behavior to intrinsic brain dynamics. Neuroimage 2011, 54:2950-2959.
39. Mennes M., Kelly C., Colcombe S., Castellanos F.X., Milham M.P. The extrinsic and intrinsic functional architectures of the human brain are not equivalent. Cereb. Cortex 2013, 23:223-229.
40. Mennes M., Biswal B.B., Castellanos F.X., Milham M.P. Making data sharing work: the FCP/INDI experience. Neuroimage 2013, (in press). 10.1016/j.neuroimage.2012.10.064.
41. Nanetti L., Cerliani L., Gazzola V., Renken R., Keysers C. Group analyses of connectivity-based cortical parcellation using repeated k-means clustering. Neuroimage 2009, 47:1666-1677.
42. Nickl-Jockschat T., Habel U., Michel T.M., Manning J., Laird A.R., Fox P.T., Schneider F., Eickhoff S.B. Brain structure anomalies in autism spectrum disorder-A meta-analysis of VBM studies using anatomic likelihood estimation. Hum. Brain Mapp. 2012, 33:1470-1489.
43. Nooner K.B., Colcombe S.J., Tobe R.H., Mennes M., Benedict M.M., Moreno A.L., Panek L.J., Brown S., Zavitz S.T., Li Q., Sikka S., Gutman D., Bangaru S., Schlachter R.T., Kamiel S.M., Anwar A.R., Hinz C.M., Kaplan M.S., Rachlin A.B., Adelsberg S., Cheung B., Khanuja R., Yan C., Craddock C.C., Calhoun V., Courtney W., King M., Wood D., Cox C.L., Kelly A.M., Di Martino A., Petkova E., Reiss P.T., Duan N., Thomsen D., Biswal B., Coffey B., Hoptman M.J., Javitt D.C., Pomara N., Sidtis J.J., Koplewicz H.S., Castellanos F.X., Leventhal B.L., Milham M.P. The NKI-Rockland sample: a model for accelerating the pace of discovery science in psychiatry. Front. Neurosci. 2012, 6:152.
44. Poldrack R.A. Can cognitive processes be inferred from neuroimaging data?. Trends Cogn. Sci. 2006, 10:59-63.
45. Poldrack R.A., Mumford J.A., Schonberg T., Kalar D., Barman B., Yarkoni T. Discovering relations between mind, brain, and mental disorders using topic mapping. PLoS Comp. Biol. 2012, 8:e1002707.
46. Postuma R.B., Dagher A. Basal ganglia functional connectivity based on a meta-analysis of 126 positron emission tomography and functional magnetic resonance imaging publications. Cereb. Cortex 2006, 16:1508-1521.
47. Reetz K., Dogan I., Rolfs A., Binkofski F., Schulz J.B., Laird A.R., Fox P.T., Eickhoff S.B. Investigating function and connectivity of morphometric findings - Exemplified on cerebellar atrophy in spinocerebellar ataxia 17 (SCA17). Neuroimage 2012, 62:1354-1366.
48. Robinson J.L., Laird A.R., Glahn D.C., Lovallo W.R., Fox P.T. Meta-analytic connectivity modelling: delineating the functional connectivity of the human amygdala. Hum. Brain Mapp. 2010, 31:173-184.
49. Robinson J.L., Laird A.R., Glahn D.C., Blangero J., Sanghera M.K., Pessoa L., Fox P.M., Uecker A., Friehs G., Young K.A., Griffin J.L., Lovallo W.R., Fox P.T. The functional connectivity of the human caudate: an application of meta-analytic connectivity modeling with behavioral filtering. Neuroimage 2012, 60:117-129.
50. Rottschy C., Caspers S., Roski C., Reetz K., Dogan I., Schulz J.B., Zilles K., Laird A.R., Fox P.T., Eickhoff S.B. Differentiated parietal connectivity of frontal regions for "what" and "where" memory. Brain Struct. Funct. 2013, (in press).
51. Schilbach L., Bzdok D., Timmermans B., Fox P.T., Laird A.R., Vogeley K., Eickhoff S.B. Introspective minds: using ALE meta-analyses to study commonalities in the neural correlates of emotional processing, social & unconstrained cognition. PLoS One 2012, 7:e30920.
52. Smith S.M., Fox P.T., Miller K.L., Glahn D.C., Fox P.M., Mackay C.E., Filippini N., Watkins K.E., Toro R., Laird A.R., Beckmann C.F. Correspondence of the brain's functional architecture during activation and rest. Proc. Natl. Acad. Sci. U. S. A. 2009, 106:13040-13045.
53. Talairach J., Tournoux P. Co-planar Stereotaxic Atlas of the Human Brain 1988, Thieme, New York.
54. Toro R., Fox P.T., Paus T. Functional coactivation map of the human brain. Cereb. Cortex 2008, 18:2553-2559.
55. Turkeltaub P.E., Eden G.F., Jones K.M., Zeffiro T.A. Meta-analysis of the functional neuroanatomy of single-word reading: method and validation. Neuroimage 2002, 16:765-780.
56. Turkeltaub P.E., Eickhoff S.B., Laird A.R., Fox M., Wiener M., Fox P. Minimizing within-experiment and within-group effects in activation likelihood estimation meta-analyses. Hum. Brain Mapp. 2012, 33:1-13.
57. Turner J.A., Laird A.R. The cognitive paradigm ontology: design and application. Neuroinformatics 2012, 10:57-66.
58. van den Heuvel M., Mandl R., Hulshoff Pol Normalized cut group clustering of resting-state fMRI data. PLoS One 2008, 3:e2001.
59. Van Essen D.C., Ugurbil K., Auerbach E., Barch D., Behrens T.E., Bucholz R., Chang A., Chen L., Corbetta M., Curtiss S.W., Della Penna S., Feinberg D., Glasser M.F., Harel N., Heath A.C., Larson-Prior L., Marcus D., Michalareas G., Moeller S., Oostenveld R., Petersen S.E., Prior F., Schlaggar B.L., Smith S.M., Snyder A.Z., Xu J., Yacoub E., WU-Minn HCP Consortium The Human Connectome Project: a data acquisition perspective. Neuroimage 2012, 62:2222-2231.
60. Yarkoni T., Poldrack R.A., Nichols T.E., Van Essen D.C., Wager T.D. Large-scale automated synthesis of human functional neuroimaging data. Nat. Methods 2011, 8:665-670.
61. Zald D.H., McHugo M., Ray K.L., Glahn D.C., Eickhoff S.B., Laird A.R. Meta-analytic connectivity modeling reveals differential functional connectivity of the medial and lateral orbitofrontal cortex. Cereb. Cortex 2013, (in press).