Temporal dynamics of spontaneous MEG activity in brain networks

Proceedings of the National Academy of Sciences of the United States of America

Volumn 107, Issue 13, 2010, Pages 6040-6045

  De Pasquale, Francesco ^a   Della Penna, Stefania ^a   Snyder, Abraham Z ^b,c   Lewis, Christopher ^a   Mantini, Dante ^a,d   Marzetti, Laura ^a   Belardinelli, Paolo ^a   Ciancetta, Luca ^a   Pizzella, Vittorio ^a   Romani, Gian Luca ^a   Corbetta, Maurizio ^a,b,c  

^a UNIVERSITY OF CHIETI   (Italy)

^b WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c WASHINGTON UNIVERSITY   (United States)

^d België   (Belgium)

Author keywords

Default mode network; Dorsal attention network; Functional MRI; Resting state networks

Indexed keywords

ADULT; ALPHA RHYTHM; ARTICLE; BETA RHYTHM; BRAIN; DEFAULT MODE NETWORK; DORSAL ATTENTION NETWORK; ELECTROPHYSIOLOGY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GAMMA RHYTHM; HEMISPHERE; HUMAN; HUMAN EXPERIMENT; MAGNETIC FIELD; MAGNETOENCEPHALOGRAPHY; MALE; NERVE CELL; PRIORITY JOURNAL; RESTING STATE NETWORK; THETA RHYTHM;

ADULT; ATTENTION; BRAIN; FEMALE; HUMANS; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MAGNETOENCEPHALOGRAPHY; MALE; MODELS, NEUROLOGICAL; NERVE NET; OXYGEN; YOUNG ADULT;

EID: 77950547730     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.0913863107     Document Type: Article

References (49)

1. Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34:537-541.
2. Fox MD, Snyder AZ, Vincent JL, Raichle ME (2007) Intrinsic fluctuations within cortical systems account for intertrial variability in human behavior. Neuron 56:171-184.
3. He BJ, et al. (2007) Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 53:905-918.
4. Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412:150-157. (Pubitemid 32674704)
5. He BJ, Snyder AZ, Zempel JM, Smyth MD, Raichle ME (2008) Electrophysiological correlates of the brain's intrinsic large-scale functional architecture. Proc Natl Acad Sci USA 105:16039-16044.
6. Shmuel A, Leopold DA (2008) Neuronal correlates of spontaneous fluctuations in fMRI signals in monkey visual cortex: Implications for functional connectivity at rest. Hum Brain Mapp 29:751-761.
7. Nir Y, et al. (2008) Interhemispheric correlations of slow spontaneous neuronal fluctuations revealed in human sensory cortex. Nat Neurosci 11:1100-1108.
8. Shmuel A, Augath M, Oeltermann A, Logothetis NK (2006) Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1. Nat Neurosci 9:569-577.
9. Hamalainen M, Hari R, Llomniemi RJ, Knuutila J, Lounasmaa OV (1993) Magneto-encephalography, theory, instrumentation, and applications to noninvasive studies of the working brain. Rev Mod Phys 65:413-497.
10. Shulman GL, et al. (1997) Common blood flow changes across visual tasks: II. Decreases in cerebral cortex. J Cogn Neurosci 9:648-663.
11. Fox MD, et al. (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci USA 102:9673-9678. (Pubitemid 40981739)
12. Fox MD, Zhang D, Snyder AZ, Raichle ME (2009) The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 101:3270-3283.
13. Fox MD, Corbetta M, Snyder AZ, Vincent JL, Raichle ME (2006) Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. Proc Natl Acad Sci USA 103:10046-10051. (Pubitemid 43993620)
14. Johnston JM, et al. (2008) Loss of resting interhemispheric functional connectivity after complete section of the corpus callosum. J Neurosci 28:6453-6458.
15. Friston KJ, et al. (1998) Event-related fMRI: Characterizing differential responses. Neuroimage 7:30-40.
16. Glover GH (1999) Deconvolution of impulse response in event-related BOLD fMRI. Neuroimage 9:416-429.
17. Schelter B, Winterhalder M, Timmer J (2006) Handbook of Time Series Analysis: Recent Theoretical Developments and Applications (Wiley-VCH, Berlin).
18. Buzsáki G, Draguhn A (2004) Neuronal oscillations in cortical networks. Science 304: 1926-1929.
19. Meltzer JA, Negishi M, Mayes LC, Constable RT (2007) Individual differences in EEG theta and alpha dynamics during working memory correlate with fMRI responses across subjects. Clin Neurophysiol 118:2419-2436. (Pubitemid 47539261)
20. Shmueli K, et al. (2007) Low-frequency fluctuations in the cardiac rate as a source of variance in the resting-state fMRI BOLD signal. Neuroimage 38:306-320. (Pubitemid 47534282)
21. Leopold DA, Murayama Y, Logothetis NK (2003) Very slow activity fluctuations inmonkey visual cortex: Implications for functional brain imaging. Cereb Cortex 13:422-433. (Pubitemid 36373687)
22. Purdon PL, Weisskoff RM (1998) Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI. Hum Brain Mapp 6:239-249.
23. Mayhew JE, et al. (1996) Cerebral vasomotion: A 0.1-Hz oscillation in reflected light imaging of neural activity. Neuroimage 4:183-193. (Pubitemid 27024287)
24. Deco G, Jirsa V, Mcintosh AR, Sporns O, Kotter R (2009) Key role of coupling, delay, and noise in resting brain fluctuations. Proc Natl Acad Sci USA 106:10302-10307.
25. Corbetta M, Shulman GL (2002) Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci 3:201-215. (Pubitemid 135706590)
26. Nunez P (1995) Neocortical Dynamics and Human EEG Rhythms (Oxford Univ Press, New York).
27. Laufs H, et al. (2003) Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest. Proc Natl Acad Sci USA 100:11053-11058. (Pubitemid 37140151)
28. Mantini D, Perrucci MG, Del Gratta C, Romani GL, Corbetta M (2007) Electrophysiological signatures of resting state networks in the human brain. Proc Natl Acad Sci USA 104:13170-13175.
29. Capotosto P, Babiloni C, Romani GL, Corbetta M (2009) Frontoparietal cortex controls spatial attention through modulation of anticipatory alpha rhythms. J Neurosci 29:5863-5872.
30. Srinivasan R, Winter WR, Nunez PL (2006) Source analysis of EEG oscillations using high-resolution EEG and MEG. Prog Brain Res 159:29-42. (Pubitemid 44634635)
31. Scheeringa R, et al. (2009) Trial-by-trial coupling between EEG and BOLD identifies networks related to alpha and theta EEG power increases during working memory maintenance. Neuroimage 44:1224-1238.
32. Hasselmo ME, Eichenbaum H (2005) Hippocampal mechanisms for the context-dependent retrieval of episodes. Neural Netw 18:1172-1190.
33. Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain's default network: Anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1-38.
34. Goense JB, Logothetis NK (2008) Neurophysiology of the BOLD fMRI signal in awake monkeys. Curr Biol 18:631-640.
35. Gregorious G, Gotts S, Zhou H, Desimone R (2009) High-frequency, long-range coupling between prefrontal and visual cortex during attention. Science 29:1207-1210.
36. Bullock TH, et al. (1995) Temporal fluctuations in coherence of brain waves. Proc Natl Acad Sci USA 92:11568-11572.
37. Mazaheri A, Nieuwenhuis IL, van Dijk H, Jensen O (2009) Prestimulus alpha and mu activity predicts failure to inhibit motor responses. Hum Brain Mapp 30:1791-1800.
38. de Lange FP, Jensen O, Bauer M, Toni I (2008) Interactions between posterior gamma and frontal alpha beta oscillations during imagined actions. Front Hum Neurosci 2:7.
39. Zhan Y, Halliday D, Jiang P, Liu X, Feng J (2006) Detecting time-dependent coherence between non-stationary electrophysiological signals - a combined statistical and time-frequency approach. J Neurosci Methods 156:322-332. (Pubitemid 44233667)
40. Popa D, Popescu AT, Paré D (2009) Contrasting activity profile of two distributed cortical networks as a function of attentional demands. J Neurosci 29:1191-1201.
41. Honey CJ, Kötter R, Breakspear M, Sporns O (2007) Network structure of cerebral cortex shapes functional connectivity on multiple time scales. Proc Natl Acad Sci USA 104:10240-10245. (Pubitemid 47175293)
42. Ghosh A, Rho Y, McIntosh AR, Kötter R, Jirsa VK (2008) Noise during rest enables the exploration of the brain's dynamic repertoire. PLOS Comput Biol 4:e1000196.
43. MacDonald KD, Brett B, Barth DS (1996) Inter- and intra-hemispheric spatiotemporal organization of spontaneous electrocortical oscillations. J Neurophysiol 76:423-437. (Pubitemid 26251178)
44. Ringo JL, Doty RW, Demeter S, Simard PY (1994) Time is of the essence: A conjecture that hemispheric specialization arises from interhemispheric conduction delay. Cereb Cortex 4:331-343. (Pubitemid 24228839)
45. Vincent JL, et al. (2007) Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447:83-86. (Pubitemid 46685840)
46. Horovitz SG, et al. (2008) Low frequency BOLD fluctuations during resting wakefulness and light sleep: A simultaneous EEG-fMRI study. Hum Brain Mapp 29:671-682.
47. Della Penna S, et al. (2000) Biomagnetic systems for clinical use. Philos Mag B 80:937-948.
48. Hironaga N, Ioannides AA (2007) Localization of individual area neuronal activity. Neuroimage 34:1519-1534. (Pubitemid 46187068)
49. Hu TC, Kahng AB, Tsao CWA (1995) Old bachelor acceptance: A new class of nonmonotone threshold accepting methods. ORSA Journal on Computing 7:417-425.