Two Intrinsic Coupling Types for Resting-State Integration in the Human Brain

Brain Topography

Volumn 28, Issue 2, 2015, Pages 318-329

  Guggisberg, Adrian G ^a   Rizk, Sviatlana ^a   Ptak, Radek ^a   Di Pietro, Marie ^a   Saj, Arnaud ^a   Lazeyras, François ^a   Lovblad, Karl Olof ^a   Schnider, Armin ^a   Pignat, Jean Michel ^a  

^a GENEVA UNIVERSITY HOSPITALS   (Switzerland)

Author keywords

Alpha oscillations; Coupling modes; Functional connectivity; Language; Spatial attention

Indexed keywords

ADULT; AGED; ALPHA RHYTHM; ARTICLE; ATTENTION; BETA RHYTHM; BRAIN; BRAIN DAMAGE; CEREBROVASCULAR ACCIDENT; CLINICAL ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAPHY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; LANGUAGE; LEFT HEMISPHERE; MALE; MIDDLE AGED; PRIORITY JOURNAL; RECORDING; RESTING STATE NETWORK; RIGHT HEMISPHERE; SUPPORT VECTOR MACHINE; TASK PERFORMANCE; VERBAL BEHAVIOR; NERVE TRACT; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PERIODICITY; PHYSIOLOGY; REST; SIGNAL PROCESSING; VERY ELDERLY; YOUNG ADULT;

ADULT; AGED; AGED, 80 AND OVER; ALPHA RHYTHM; BETA RHYTHM; BRAIN; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NEURAL PATHWAYS; PERIODICITY; REST; SIGNAL PROCESSING, COMPUTER-ASSISTED; STROKE; SUPPORT VECTOR MACHINES; YOUNG ADULT;

EID: 84922980976     PISSN: 08960267     EISSN: 15736792     Source Type: Journal    
DOI: 10.1007/s10548-014-0394-2     Document Type: Article

References (60)

1. Aydore S, Pantazis D, Leahy RM (2013) A note on the phase locking value and its properties. Neuroimage 74:231–244. doi:10.1016/j.neuroimage.2013.02.008
2. Berger H (1929) Über das Elektroenkephalogramm des Menschen. Arch Psychiat Nervkrankh 87:527–570
3. Brett M, Leff AP, Rorden C, Ashburner J (2001) Spatial normalization of brain images with focal lesions using cost function masking. Neuroimage 14:486–500. doi:10.1006/nimg.2001.0845
4. Brookes MJ et al (2011a) Measuring functional connectivity using MEG: methodology and comparison with fcMRI. Neuroimage 56:1082–1104. doi:10.1016/j.neuroimage.2011.02.054
5. Brookes MJ et al (2011b) Investigating the electrophysiological basis of resting state networks using magnetoencephalography. Proc Natl Acad Sci USA 108:16783–16788. doi:10.1073/pnas.1112685108
6. Bruns A, Eckhorn R, Jokeit H, Ebner A (2000) Amplitude envelope correlation detects coupling among incoherent brain signals. NeuroReport 11:1509–1514
7. Bullmore E, Sporns O (2009) Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10:186–198. doi:10.1038/nrn2575
8. Carter AR et al (2010) Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann Neurol 67:365–375. doi:10.1002/ana.21905
9. Cooper NR, Croft RJ, Dominey SJ, Burgess AP, Gruzelier JH (2003) Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses. Int J Psychophysiol 47:65–74. doi:10.1016/S0167-8760(02)00107-1
10. Dalal SS, Zumer JM, Guggisberg AG, Trumpis M, Wong DD, Sekihara K, Nagarajan SS (2011) MEG/EEG source reconstruction, statistical evaluation, and visualization with NUTMEG. Comput Intell Neurosci 2011:758973. doi:10.1155/2011/758973
11. de Pasquale F et al (2010) Temporal dynamics of spontaneous MEG activity in brain networks. Proc Natl Acad Sci USA 107:6040–6045. doi:10.1073/pnas.0913863107
12. de Pasquale F, Della Penna S, Snyder AZ, Marzetti L, Pizzella V, Romani GL, Corbetta M (2012) A cortical core for dynamic integration of functional networks in the resting human brain. Neuron 74:753–764. doi:10.1016/j.neuron.2012.03.031
13. Dubovik S et al (2012) The behavioral significance of coherent resting-state oscillations after stroke. Neuroimage 61:249–257. doi:10.1016/j.neuroimage.2012.03.024
14. Dubovik S, Bouzerda-Wahlen A, Nahum L, Gold G, Schnider A, Guggisberg AG (2013) Adaptive reorganization of cortical networks in Alzheimer’s disease. Clin Neurophysiol 124:35–43. doi:10.1016/j.clinph.2012.05.028
15. Engel AK, Gerloff C, Hilgetag CC, Nolte G (2013) Intrinsic coupling modes: multiscale interactions in ongoing brain activity. Neuron 80:867–886. doi:10.1016/j.neuron.2013.09.038
16. Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci USA 102:9673–9678
17. 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. doi:10.1016/j.neuron.2007.08.023
18. Fries P (2005) A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn Sci 9:474–480. doi:10.1016/j.tics.2005.08.011
19. Gauthier L, Dehaut F, Joanette Y (1989) The Bells test: a quantitative and qualitative test for visual neglect. Int J Clin Neuropsychol 11:49–54
20. Ghuman AS, McDaniel JR, Martin A (2011) A wavelet-based method for measuring the oscillatory dynamics of resting-state functional connectivity in MEG. Neuroimage 56:69–77. doi:10.1016/j.neuroimage.2011.01.046
21. Gonzalez-Miranda JM (2002) Amplitude envelope synchronization in coupled chaotic oscillators. Phys Rev E 65:036232
22. Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci USA 100:253–258. doi:10.1073/pnas.0135058100
23. Guggisberg AG, Honma SM, Findlay AM, Dalal SS, Kirsch HE, Berger MS, Nagarajan SS (2008) Mapping functional connectivity in patients with brain lesions. Ann Neurol 63:193–203. doi:10.1002/ana.21224
24. Guggisberg AG, Dalal SS, Zumer JM, Wong DD, Dubovik S, Michel CM, Schnider A (2011) Localization of cortico-peripheral coherence with electroencephalography. Neuroimage 57:1348–1357. doi:10.1016/j.neuroimage.2011.05.076
25. Gunn SR (1997) Support vector machines for classification and regression. University of Southampton
26. He BJ, Snyder AZ, Vincent JL, Epstein A, Shulman GL, Corbetta M (2007) Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 53:905–918. doi:10.1016/j.neuron.2007.02.013
27. 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. doi:10.1073/pnas.0807010105
28. Hillebrand A, Barnes GR, Bosboom JL, Berendse HW, Stam CJ (2012) Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution. Neuroimage 59:3909–3921. doi:10.1016/j.neuroimage.2011.11.005
29. Hinkley LB, Vinogradov S, Guggisberg AG, Fisher M, Findlay AM, Nagarajan SS (2011) Clinical symptoms and alpha band resting-state functional connectivity imaging in patients with schizophrenia: implications for novel approaches to treatment. Biol Psychiatry 70:1134–1142. doi:10.1016/j.biopsych.2011.06.029
30. Hipp JF, Engel AK, Siegel M (2011) Oscillatory synchronization in large-scale cortical networks predicts perception. Neuron 69:387–396. doi:10.1016/j.neuron.2010.12.027
31. Hipp JF, Hawellek DJ, Corbetta M, Siegel M, Engel AK (2012) Large-scale cortical correlation structure of spontaneous oscillatory activity. Nat Neurosci 15:884–890. doi:10.1038/nn.3101
32. Jensen O, Gelfand J, Kounios J, Lisman JE (2002) Oscillations in the alpha band (9–12 Hz) increase with memory load during retention in a short-term memory task. Cereb Cortex 12:877–882
33. Kelly C, Uddin LQ, Shehzad Z, Margulies DS, Castellanos FX, Milham MP, Petrides M (2010) Broca’s region: linking human brain functional connectivity data and non-human primate tracing anatomy studies. Eur J Neurosci 32:383–398. doi:10.1111/j.1460-9568.2010.07279.x
34. Kolev V, Yordanova J, Schurmann M, Basar E (2001) Increased frontal phase-locking of event-related alpha oscillations during task processing. Int J Psychophysiol 39:159–165. doi:10.1016/S0167-8760(00)00139-2
35. Koyama MS et al (2011) Resting-state functional connectivity indexes reading competence in children and adults. J Neurosci 31:8617–8624. doi:10.1523/jneurosci.4865-10.2011
36. Martino J et al (2011) Resting functional connectivity in patients with brain tumors in eloquent areas. Ann Neurol 69:521–532. doi:10.1002/ana.22167
37. Marzetti L et al (2013) Frequency specific interactions of MEG resting state activity within and across brain networks as revealed by the multivariate interaction measure. Neuroimage 79:172–183. doi:10.1016/j.neuroimage.2013.04.062
38. Mezeiova K, Palus M (2012) Comparison of coherence and phase synchronization of the human sleep electroencephalogram. Clin Neurophysiol 123:1821–1830. doi:10.1016/j.clinph.2012.01.016
39. Newman ME (2004) Analysis of weighted networks. Phys Rev E 70:056131
40. Nolte G, Bai O, Wheaton L, Mari Z, Vorbach S, Hallett M (2004) Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin Neurophysiol 115:2292–2307
41. Osipov GV, Hu B, Zhou C, Ivanchenko MV, Kurths J (2003) Three types of transitions to phase synchronization in coupled chaotic oscillators. Phys Rev Lett 91:024101
42. Pfurtscheller G (1992) Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest. Electroencephalogr Clin Neurophysiol 83:62–69
43. Rehme AK, Eickhoff SB, Wang LE, Fink GR, Grefkes C (2011) Dynamic causal modeling of cortical activity from the acute to the chronic stage after stroke. Neuroimage 55:1147–1158. doi:10.1016/j.neuroimage.2011.01.014
44. Rizk S, Ptak R, Nyffeler T, Schnider A, Guggisberg AG (2013) Network mechanisms of responsiveness to continuous theta-burst stimulation. Eur J Neurosci 38:3230–3238. doi:10.1111/ejn.12334
45. Rosenblum MG, Pikovsky AS, Kurths J (1996) Phase synchronization of chaotic oscillators. Phys Rev Lett 76:1804–1807
46. Rousseaux M et al (2001) Presenting a battery for assessing spatial neglect. Norms and effects of age, educational level, sex, hand and laterality. Rev Neurol (Paris) 157:1385–1400
47. Schenkenberg T, Bradford DC, Ajax ET (1980) Line bisection and unilateral visual neglect in patients with neurologic impairment. Neurology 30:509–517
48. Schlee W, Leirer V, Kolassa IT, Weisz N, Elbert T (2012) Age-related changes in neural functional connectivity and its behavioral relevance. BMC Neurosci 13:16. doi:10.1186/1471-2202-13-16
49. Sekihara K, Nagarajan SS, Poeppel D, Marantz A (2004) Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction. IEEE Trans Biomed Eng 51:1726–1734. doi:10.1109/TBME.2004.827926
50. Sekihara K, Owen JP, Trisno S, Nagarajan SS (2011) Removal of spurious coherence in MEG source-space coherence analysis. IEEE Trans Biomed Eng 58:3121–3129. doi:10.1109/TBME.2011.2162514
51. Spinelli L, Andino SG, Lantz G, Seeck M, Michel CM (2000) Electromagnetic inverse solutions in anatomically constrained spherical head models. Brain Topogr 13:115–125
52. Stam CJ, van Straaten EC (2012) The organization of physiological brain networks. Clin Neurophysiol 123:1067–1087. doi:10.1016/j.clinph.2012.01.011
53. Stam CJ, Nolte G, Daffertshofer A (2007) Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp 28:1178–1193. doi:10.1002/hbm.20346
54. Stenroos M, Mantynen V, Nenonen J (2007) A Matlab library for solving quasi-static volume conduction problems using the boundary element method. Comput Methods Programs Biomed 88:256–263. doi:10.1016/j.cmpb.2007.09.004
55. Tomasi D, Volkow ND (2012) Resting functional connectivity of language networks: characterization and reproducibility. Mol Psychiatry 17:841–854. doi:10.1038/mp.2011.177
56. Tzourio-Mazoyer N et al (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273–289. doi:10.1006/nimg.2001.0978
57. Wang L, Negreira A, LaViolette P, Bakkour A, Sperling RA, Dickerson BC (2010) Intrinsic interhemispheric hippocampal functional connectivity predicts individual differences in memory performance ability. Hippocampus 20:345–351. doi:10.1002/hipo.20771
58. Wang X, Han Z, He Y, Caramazza A, Song L, Bi Y (2013) Where color rests: spontaneous brain activity of bilateral fusiform and lingual regions predicts object color knowledge performance. Neuroimage 76:252–263. doi:10.1016/j.neuroimage.2013.03.010
59. Wechsler D (1997) Wechsler Memory Scale, 3rd edn. The Psychological Corporation, San Antonio
60. Westlake KP et al (2012) Resting state alpha-band functional connectivity and recovery after stroke. Exp Neurol 237:160–169. doi:10.1016/j.expneurol.2012.06.020