Competition between functional brain networks mediates behavioral variability

NeuroImage

Volumn 39, Issue 1, 2008, Pages 527-537

  Clare Kelly, A M ^a   Uddin, Lucina Q ^a   Biswal, Bharat B ^b   Castellanos, F Xavier ^a   Milham, Michael P ^a  

^a NEW YORK UNIVERSITY CHILD STUDY CENTER   (United States)

^b RUTGERS NEW JERSEY MEDICAL SCHOOL   (United States)

Author keywords

Default mode; fMRI; Intraindividual variability; Resting state; Spontaneous fluctuations; Task positive

Indexed keywords

ADULT; ARTICLE; BEHAVIOR; BRAIN REGION; COMPETITION; CONTROLLED STUDY; CORRELATION ANALYSIS; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; PRIORITY JOURNAL;

ADULT; ATTENTION; BEHAVIOR; BRAIN; EVOKED POTENTIALS; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; PSYCHOMOTOR PERFORMANCE;

EID: 36048936678     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2007.08.008     Document Type: Article

References (65)

1. Beckmann C.F., De Luca 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
2. Bellgrove M.A., Hester R., and Garavan H. The functional neuroanatomical correlates of response variability: evidence from a response inhibition task. Neuropsychologia 42 (2004) 1910-1916
3. Birn R.M., Diamond J.B., Smith M.A., and Bandettini P.A. Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. NeuroImage 31 (2006) 1536-1548
4. 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
5. Biswal B., DeYoe A.E., and Hyde J.S. Reduction of physiological fluctuations in fMRI using digital filters. Magn. Reson. Med. 35 (1996) 107-113
6. Brett M., Leff A.P., Rorden C., and Ashburner J. Spatial normalization of brain images with focal lesions using cost function masking. NeuroImage 14 (2001) 486-500
7. Buckner R.L., and Vincent J.L. Unrest at rest: the importance of default activity and spontaneous network correlations. NeuroImage (2007) 10.1016/j.neuroimage.2007.01.010
8. Buckner R.L., Snyder A.Z., Shannon B.J., LaRossa G., Sachs R., Fotenos A.F., Sheline Y.I., Klunk W.E., Mathis C.A., Morris J.C., and Mintun M.A. Molecular, structural, and functional characterization of Alzheimer's disease: evidence for a relationship between default activity, amyloid, and memory. J. Neurosci. 25 (2005) 7709-7717
9. Bunge S.A., Hazeltine E., Scanlon M.D., Rosen A.C., and Gabrieli J.D. Dissociable contributions of prefrontal and parietal cortices to response selection. NeuroImage 17 (2002) 1562-1571
10. Buzsaki G. Rhythms of the Brain (2006), Oxford University Press, New York
11. Castellanos F.X., and Tannock R. Neuroscience of attention-deficit/hyperactivity disorder: the search for endophenotypes. Nat. Rev., Neurosci. 3 (2002) 617-628
12. Castellanos F.X., Sonuga-Barke E.J., Scheres A., Di Martino A., Hyde C., and Walters J.R. Varieties of attention-deficit/hyperactivity disorder-related intra-individual variability. Biol. Psychiatry 57 (2005) 1416-1423
13. Chuah Y.M., Venkatraman V., Dinges D.F., and Chee M.W. The neural basis of interindividual variability in inhibitory efficiency after sleep deprivation. J. Neurosci. 26 (2006) 7156-7162
14. 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
15. De Luca M., Beckmann C.F., De Stefano N., Matthews P.M., and Smith S.M. fMRI resting state networks define distinct modes of long-distance interactions in the human brain. NeuroImage 29 (2006) 1359-1367
16. Dosenbach N.U.F., Visscher K.M., Palmer E.D., Miezin F.M., Wenger K.K., Kang H.C., Burgund E.D., Grimes A.L., Schlaggar B.L., and Petersen S.E. A core system for the implementation of task sets. Neuron 50 (2006) 799-812
17. Dosenbach N.U., Fair D.A., Miezin F.M., Cohen A.L., Wenger K.K., Dosenbach R.A., Fox M.D., Snyder A.Z., Vincent J.L., Raichle M.E., Schlaggar B.L., and Petersen S.E. Distinct brain networks for adaptive and stable task control in humans. Proc. Natl. Acad. Sci. U. S. A. 104 (2007) 11073-11078
18. Fassbender C., Foxe J.J., and Garavan H. Mapping the functional anatomy of task preparation: priming task-appropriate brain networks. Hum. Brain Mapp. 27 (2006) 819-827
19. 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
20. Fox M.D., Corbetta M., Snyder A.Z., Vincent J.L., and Raichle M.E. Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. Proc. Natl. Acad. Sci. U. S. A. 103 (2006) 10046-10051
21. Fox M.D., Snyder A.Z., Zacks J.M., and Raichle M.E. Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses. Nat. Neurosci. 9 (2006) 23-25
22. Fransson P. Spontaneous low-frequency BOLD signal fluctuations: an fMRI investigation of the resting-state default mode of brain function hypothesis. Hum. Brain Mapp. 26 (2005) 15-29
23. Fransson P. How default is the default mode of brain function? Further evidence from intrinsic BOLD signal fluctuations. Neuropsychologia 44 (2006) 2836-2845
24. 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
25. Greicius M.D., and Menon V. Default-mode activity during a passive sensory task: uncoupled from deactivation but impacting activation. J. Cogn. Neurosci. 16 (2004) 1484-1492
26. 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
27. Greicius M.D., Srivastava G., Reiss A.L., and Menon V. Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc. Natl. Acad. Sci. U. S. A. 101 (2004) 4637-4642
28. Hampson M., Driesen N.R., Skudlarski P., Gore J.C., and Constable R.T. Brain connectivity related to working memory performance. J. Neurosci. 26 (2006) 13338-13343
29. Hervey A.S., Epstein J.N., Curry J.F., Tonev S., Eugene Arnold L., Keith Conners C., Hinshaw S.P., Swanson J.M., and Hechtman L. Reaction time distribution analysis of neuropsychological performance in an ADHD sample. Child Neuropsychol. 12 (2006) 125-140
30. Jensen A.R. The importance of intraindividual variation in reaction time. J. Pers. Individ. Differ. 13 (1992) 869-881
31. Klein C., Wendling K., Huettner P., Ruder H., and Peper M. Intra-subject variability in attention-deficit hyperactivity disorder. Biol. Psychiatry 60 (2006) 1088-1097
32. Leopold D.A., Murayama Y., and Logothetis N.K. Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging. Cereb. Cortex 13 (2003) 422-433
33. Leth-Steensen C., Elbaz Z.K., and Douglas V.I. Mean response times, variability, and skew in the responding of ADHD children: a response time distributional approach. Acta. Psychol. (Amst) 104 (2000) 167-190
34. 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
35. Lim J., Choo W.C., and Chee M.W. Reproducibility of changes in behaviour and fMRI activation associated with sleep deprivation in a working memory task. Sleep 30 (2007) 61-70
36. Liu H., Liu Z., Liang M., Hao Y., Tan L., Kuang F., Yi Y., Xu L., and Jiang T. Decreased regional homogeneity in schizophrenia: a resting state functional magnetic resonance imaging study. NeuroReport 17 (2006) 19-22
37. MacDonald S.W., Nyberg L., and Backman L. Intra-individual variability in behavior: links to brain structure, neurotransmission and neuronal activity. Trends Neurosci. 29 (2006) 474-480
38. Margulies D.S., Kelly A.M.C., Uddin L.Q., Biswal B.B., Castellanos F.X., and Milham M.P. Mapping the functional connectivity of anterior cingulate cortex. NeuroImage 37 (2007) 579-588
39. Mason M.F., Norton M.I., Van Horn J.D., Wegner D.M., Grafton S.T., and Macrae C.N. Wandering minds: the default network and stimulus-independent thought. Science 315 (2007) 393-395
40. McGuire P.K., Paulesu E., Frackowiak R.S., and Frith C.D. Brain activity during stimulus independent thought. NeuroReport 7 (1996) 2095-2099
41. Milham M.P., Banich M.T., Webb A., Barad V., Cohen N.J., Wszalek T., and Kramer A.F. The relative involvement of anterior cingulate and prefrontal cortex in attentional control depends on nature of conflict. Brain Res. Cogn. Brain Res. 12 (2001) 467-473
42. Pessoa L., Gutierrez E., Bandettini P., and Ungerleider L. Neural correlates of visual working memory: fMRI amplitude predicts task performance. Neuron 35 (2002) 975-987
43. Pinsk M.A., and Kastner S. Neuroscience-Unconscious networking. Nature 447 (2007) 546-547
44. Raichle M.E., and Mintun M.A. Brain work and brain imaging. Annu. Rev. Neurosci. 29 (2006) 449-476
45. 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
46. Ress D., and Heeger D.J. Neuronal correlates of perception in early visual cortex. Nat. Neurosci. 6 (2003) 414-420
47. Ress D., Backus B.T., and Heeger D.J. Activity in primary visual cortex predicts performance in a visual detection task. Nat. Neurosci. 3 (2000) 940-945
48. Ruskin D.N., Bergstrom D.A., Kaneoke Y., Patel B.N., Twery M.J., and Walters J.R. Multisecond oscillations in firing rate in the basal ganglia: robust modulation by dopamine receptor activation and anesthesia. J. Neurophysiol. 81 (1999) 2046-2055
49. Ruskin D.N., Bergstrom D.A., Baek D., Freeman L.E., and Walters J.R. Cocaine or selective block of dopamine transporters influences multisecond oscillations in firing rate in the globus pallidus. Neuropsychopharmacology 25 (2001) 28-40
50. Rypma B., Berger J.S., Prabhakaran V., Bly B.M., Kimberg D.Y., Biswal B.B., and D'Esposito M.D. Neural correlates of cognitive efficiency. NeuroImage 33 (2006) 969-979
51. Schwartz F., Carr A.C., Munich R.L., Glauber S., Lesser B., and Murray J. Reaction time impairment in schizophrenia and affective illness: the role of attention. Biol. Psychiatry 25 (1989) 540-548
52. Stuss D.T., Stethem L.L., Hugenholtz H., Picton T., Pivik J., and Richard M.T. Reaction time after head injury: fatigue, divided and focused attention, and consistency of performance. J. Neurol. Neurosurg. Psychiatry 52 (1989) 742-748
53. Stuss D.T., Murphy K.J., Binns M.A., and Alexander M.P. Staying on the job: the frontal lobes control individual performance variability. Brain 126 (2003) 2363-2380
54. Tian L., Jiang T., Wang Y., Zang Y., He Y., Liang M., Sui M., Cao Q., Hu S., Peng M., and Zhuo Y. Altered resting-state functional connectivity patterns of anterior cingulate cortex in adolescents with attention deficit hyperactivity disorder. Neurosci. Lett. 400 (2006) 39-43
55. Truccolo W.A., Ding M., Knuth K.H., Nakamura R., and Bressler S.L. Trial-to-trial variability of cortical evoked responses: implications for the analysis of functional connectivity. Clin. Neurophysiol. 113 (2002) 206-226
56. van Veen V., Cohen J.D., Botvinick M.M., Stenger V.A., and Carter C.S. Anterior cingulate cortex, conflict monitoring, and levels of processing. NeuroImage 14 (2001) 1302-1308
57. Vanhatalo S., Palva J.M., Holmes M.D., Miller J.W., Voipio J., and Kaila K. Infraslow oscillations modulate excitability and interictal epileptic activity in the human cortex during sleep. Proc. Natl. Acad. Sci. U. S. A. vol. 101 (2004) 5053-5057
58. Vincent J.L., Patel G.H., Fox M.D., Snyder A.Z., Baker J.T., Van Essen D.C., Zempel J.M., Snyder L.H., Corbetta M., and Raichle M.E. Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447 (2007) 83-86
59. Wang L., Zang Y., He Y., Liang M., Zhang X., Tian L., Wu T., Jiang T., and Li K. Changes in hippocampal connectivity in the early stages of Alzheimer's disease: evidence from resting state fMRI. NeuroImage 31 (2006) 496-504
60. Weissman D.H., Roberts K.C., Visscher K.M., and Woldorff M.G. The neural bases of momentary lapses in attention. Nat. Neurosci. 9 (2006) 971-978
61. West R. The transient nature of executive control processes in younger and older adults. Eur. J. Cogn. Psychol. 13 (2001) 91-105
62. West R., Murphy K.J., Armilio M.L., Craik F.I., and Stuss D.T. Lapses of intention and performance variability reveal age-related increases in fluctuations of executive control. Brain Cogn. 49 (2002) 402-419
63. Woolrich M.W., Behrens T.E., Beckmann C.F., and Smith S.M. Mixture models with adaptive spatial regularization for segmentation with an application to FMRI data. IEEE Trans. Med. Imag. 24 (2005) 1-11
64. Yu-Feng Z., Yong H., Chao-Zhe Z., Qing-Jiu C., Man-Qiu S., Meng L., Li-Xia T., Tian-Zi J., and Yu-Feng W. Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI. Brain Dev. 29 (2006) 83-91
65. Zarahn E., Aguirre G.K., and D'Esposito M. Empirical analyses of BOLD fMRI statistics. I. Spatially unsmoothed data collected under null-hypothesis conditions. NeuroImage 5 (1997) 179-197