Group independent component analysis reveals consistent resting-state networks across multiple sessions

Brain Research

Volumn 1239, Issue , 2008, Pages 141-151

  Chen, Sharon ^a,b,c   Ross, Thomas J ^a,c   Zhan, Wang ^a,c   Myers, Carol S ^a,c   Chuang, Keh Shih ^b,c   Heishman, Stephen J ^a,c   Stein, Elliot A ^a,c   Yang, Yihong ^a,c  

^a NATIONAL INSTITUTE ON DRUG ABUSE   (United States)

^b NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^c KAOHSIUNG MEDICAL UNIVERSITY   (Taiwan)

Author keywords

Default mode; Dimensionality; fMRI; Longitudinal studies

Indexed keywords

ADULT; ARTICLE; ATTENTION; AUDITORY CORTEX; BRAIN FUNCTION; CINGULATE GYRUS; COGNITION; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INDEPENDENT COMPONENT ANALYSIS; LONGITUDINAL STUDY; MALE; MOTOR CORTEX; NOISE; NORMAL HUMAN; PREFRONTAL CORTEX; PRIORITY JOURNAL; REST; VISUAL CORTEX;

ADULT; ANALYSIS OF VARIANCE; BRAIN; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, STATISTICAL; NEURAL PATHWAYS; PRINCIPAL COMPONENT ANALYSIS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 53949103109     PISSN: 00068993     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.brainres.2008.08.028     Document Type: Article

References (44)

1. Anand A., Li Y., Wang Y., Wu J., Gao S., Bukhari L., Mathews V.P., Kalnin A., and Lowe M.J. Antidepressant effect on connectivity of the mood-regulating circuit: an FMRI study. Neuropsychopharmacology 30 (2005) 1334-1344
2. Aron A.R., Gluck M.A., and Poldrack R.A. Long-term test-retest reliability of functional MRI in a classification learning task. Neuroimage 29 (2006) 1000-1006
3. Beckmann C.F., DeLuca M., Devlin J.T., and Smith S.M. Investigations into resting-state connectivity using independent component analysis. Philos. Trans. R. Soc. Lond. B. Biol. Sci. 360 (2005) 1001-1013
4. Bell A.J., and Sejnowski T.J. An information maximization approach to blind separation and blind deconvolution. Neural Comput. 7 (1995) 1129-1159
5. Biswal B., Yetkin F.Z., Haughton V.M., and Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 34 (1995) 537-541
6. Boly M., Phillips C., Tshibanda L., Vanhaudenhuyse A., Schabus M., Dang-Vu T.T., Moonen G., Hustinx R., Maquet P., and Laureys S. Intrinsic brain activity in altered states of consciousness: how conscious is the default mode of brain function?. Ann. N. Y. Acad. Sci. 1129 (2008) 119-129
7. Calhoun V.D., Adali T., Pearlson G.D., and Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 14 (2001) 140-151
8. Calhoun V.D., Adali T., and Pekar J.J. A method for comparing group fMRI data using independent component analysis: application to visual, motor and visuomotor tasks. Magn. Reson. Imaging 22 (2004) 1181-1191
9. Chen S., Ross T.J., Chuang K.-S., Stein E.A., Yang Y., and Zhan W. Dimensionality Estimation for Group fMRI Data Reduction at Multiple Levels. SPIE Symposium on Medical Imaging (2007), San Diego, CA 6511-6541
10. Comon P. Independent component analysis, a new concept. Signal Process. 36 (1994) 287-314
11. Cordes D., and Nandy R.R. Estimation of the intrinsic dimensionality of fMRI data. Neuroimage 29 (2006) 145-154
12. Cordes D., Haughton V.M., Arfanakis K., Wendt G.J., Turski P.A., Moritz C.H., Quigley M.A., and Meyerand M.E. Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am. J. Neuroradiol. 21 (2000) 1636-1644
13. Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput. Biomed. Res. 29 (1996) 162-173
14. Dagli M.S., Ingeholm J.E., and Haxby J.V. Localization of cardiac-induced signal change in fMRI. Neuroimage 9 (1999) 407-415
15. Damoiseaux J.S., Rombouts S.A., Barkhof F., Scheltens P., Stam C.J., Smith S.M., and Beckmann C.F. Consistent resting-state networks across healthy subjects. Proc. Natl. Acad. Sci. U. S. A. 103 (2006) 13848-13853
16. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., and Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc. Natl. Acad. Sci. U. S. A. 102 (2005) 9673-9678
17. Fukunaga M., Horovitz S.G., van Gelderen P., de Zwart J.A., Jansma J.M., Ikonomidou V.N., Chu R., Deckers R.H., Leopold D.A., and Duyn J.H. Large-amplitude, spatially correlated fluctuations in BOLD fMRI signals during extended rest and early sleep stages. Magn. Reson. Imaging 24 (2006) 979-992
18. Greicius M.D., Krasnow B., Reiss A.L., and Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. U. S. A. 100 (2003) 253-258
19. Gusnard D.A., and Raichle M.E. Searching for a baseline: functional imaging and the resting human brain. Nat. Rev. Neurosci. 2 (2001) 685-694
20. Hyvarinen A. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans. Neural Netw. 10 (1999) 626-634
21. Kubler A., Dixon V., and Garavan H. Automaticity and reestablishment of executive control-an fMRI study. J. Cogn. Neurosci. 18 (2006) 1331-1342
22. Li S.J., Li Z., Wu G., Zhang M.J., Franczak M., and Antuono P.G. Alzheimer Disease: evaluation of a functional MR imaging index as a marker. Radiology 225 (2002) 253-259
23. Liang M., Zhou Y., Jiang T., Liu Z., Tian L., Liu H., and Hao Y. Widespread functional disconnectivity in schizophrenia with resting-state functional magnetic resonance imaging. Neuroreport 17 (2006) 209-213
24. Loubinoux I., Carel C., Alary F., Boulanouar K., Viallard G., Manelfe C., Rascol O., Celsis P., and Chollet F. Within-session and between-session reproducibility of cerebral sensorimotor activation: a test-retest effect evidenced with functional magnetic resonance imaging. J. Cereb. Blood Flow Metab. 21 (2001) 592-607
25. Lowe M.J., Mock B.J., and Sorenson J.A. Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. Neuroimage 7 (1998) 119-132
26. Marshall I., Simonotto E., Deary I.J., Maclullich A., Ebmeier K.P., Rose E.J., Wardlaw J.M., Goddard N., and Chappell F.M. Repeatability of motor and working-memory tasks in healthy older volunteers: assessment at functional MR imaging. Radiology 233 (2004) 868-877
27. McGonigle D.J., Howseman A.M., Athwal B.S., Friston K.J., Frackowiak R.S., and Holmes A.P. Variability in fMRI: an examination of intersession differences. Neuroimage 11 (2000) 708-734
28. McKeown M.J., Makeig S., Brown G.G., Jung T.P., Kindermann S.S., Bell A.J., and Sejnowski T.J. Analysis of fMRI data by blind separation into independent spatial components. Hum. Brain Mapp. 6 (1998) 160-188
29. McKiernan K.A., Kaufman J.N., Kucera-Thompson J., and Binder J.R. A parametric manipulation of factors affecting task-induced deactivation in functional neuroimaging. J. Cogn. Neurosci. 15 (2003) 394-408
30. Raichle M.E., and Gusnard D.A. Intrinsic brain activity sets the stage for expression of motivated behavior. J. Comp. Neurol. 493 (2005) 167-176
31. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., and Shulman G.L. A default mode of brain function. Proc. Natl. Acad. Sci. U. S. A. 98 (2001) 676-682
32. Raz A., and Buhle J. Typologies of attentional networks. Nat. Rev. Neurosci. 7 (2006) 367-379
33. Rombouts S.A., Barkhof F., Hoogenraad F.G., Sprenger M., and Scheltens P. Within-subject reproducibility of visual activation patterns with functional magnetic resonance imaging using multislice echo planar imaging. Magn. Reson. Imaging 16 (1998) 105-113
34. Schmithorst V.J. Comparison of three methods for generating group statistical inferences from independent component analysis of functional magnetic resonance imaging data. J. Magn. Reson. Imaging 19 (2004) 365-368
35. Shulman R.G., Rothman D.L., Behar K.L., and Hyder F. Energetic basis of brain activity: implications for neuroimaging. Trends Neurosci. 27 (2004) 489-495
36. Sibson N.R., Dhankhar A., Mason G.F., Rothman D.L., Behar K.L., and Shulman R.G. Stoichiometric coupling of brain glucose metabolism and glutamatergic neuronal activity. Proc. Natl. Acad. Sci. U. S. A. 95 (1998) 316-321
37. Smith S.M., Beckmann C.F., Ramnani N., Woolrich M.W., Bannister P.R., Jenkinson M., Matthews P.M., and McGonigle D.J. Variability in fMRI: a re-examination of inter-session differences. Hum. Brain Mapp. 24 (2005) 248-257
38. Talairach J., and Tournoux P. Co-planar Stereotaxic Atlas of the Human Brain (1988), Thieme, New York
39. van de Ven V.G., Formisano E., Prvulovic D., Roeder C.H., and Linden D.E.J. Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest. Hum. Brain Mapp. 22 (2004) 165-178
40. Waites A.B., Briellmann R.S., Saling M.M., Abbott D.F., and Jackson G.D. Functional connectivity networks are disrupted in left temporal lobe epilepsy. Ann. Neurol. 59 (2006) 335-343
41. Waites A.B., Stanislavsky A., Abbott D.F., and Jackson G.D. Effect of prior cognitive state on resting state networks measured with functional connectivity. Hum. Brain Mapp. 24 (2005) 59-68
42. Wei X., Yoo S.S., Dickey C.C., Zou K.H., Guttmann C.R., and Panych L.P. Functional MRI of auditory verbal working memory: long-term reproducibility analysis. Neuroimage 21 (2004) 1000-1008
43. Xiong J., Parsons L.M., Gao J.H., and Fox P.T. Interregional connectivity to primary motor cortex revealed using MRI resting state images. Hum. Brain Mapp. 8 (1999) 151-156
44. Yoo S.S., O'leary H.M., Dickey C.C., Wei X.C., Guttmann C.R., Park H.W., and Panych L.P. Functional asymmetry in human primary auditory cortex: identified from longitudinal fMRI study. Neurosci. Lett. 383 (2005) 1-6