Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex

NeuroImage

Volumn 106, Issue , 2015, Pages 328-339

  Hindriks, R ^a   Woolrich, M ^b   Luckhoo, H ^b,e   Joensson, M ^c,d   Mohseni, H ^b   Kringelbach, M L ^c,d   Deco, G ^a  

^a UNIVERSITAT POMPEU FABRA   (Spain)

^b UNIVERSITY OF OXFORD   (United Kingdom)

^c WARNEFORD HOSPITAL   (United Kingdom)

^d AARHUS UNIVERSITY   (Denmark)

^e UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ALPHA OSCILLATION; ARTICLE; BIOPHYSICS; BRAIN REGION; CORRELATION ANALYSIS; CORRELATION COEFFICIENT; CUNEUS; DIFFUSION TENSOR IMAGING; FEMALE; FUSIFORM GYRUS; HIPPOCAMPAL GYRUS; HUMAN; INFERIOR OCCIPITAL GYRUS; LINGUAL GYRUS; MAGNETOENCEPHALOGRAPHY; MALE; MEDIAL OCCIPITAL GYRUS; NORMAL HUMAN; OSCILLATION; PARAHIPPOCAMPAL GYRUS; POSTERIOR CINGULATE; PRECUNEUS; STRIATE CORTEX; SUPERIOR OCCIPITAL GYRUS; VISUAL SYSTEM; WHITE MATTER; ALPHA RHYTHM; ANATOMY AND HISTOLOGY; BIOLOGICAL MODEL; NERVE TRACT; PHYSIOLOGY; REST; VISUAL CORTEX; YOUNG ADULT;

ADULT; ALPHA RHYTHM; DIFFUSION TENSOR IMAGING; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MODELS, NEUROLOGICAL; NEURAL PATHWAYS; REST; VISUAL CORTEX; WHITE MATTER; YOUNG ADULT;

EID: 84920126399     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.10.057     Document Type: Article

References (87)

1. Baar E., Schürmann M., Baar-Eroglu C., Karaka S. Alpha oscillations in brain functioning: an integrative theory. Int. J. Psychophysiol. 1997, 26(1-3):5-29. (June).
2. Baillet S., Garnero L., Marin G., Hugonin J.-P. Combined MEG and EEG source imaging by minimization of mutual information. IEEE Trans. Biomed. Eng. 1999, 46(5).
3. Behrens T.E.J., Woolrich M.W., Smith S.M., Boulby P.A., Barker G.J., Sillery E.L., Sheehan K., Ciccarelli O., Thompson A.J., Brady J.M., Matthews P.M. Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging. Nature 2003, 6(7).
4. Behrens T.E.J., Woolrich M.W., Jenkinson M., Nunes R.G., Clare S., Matthews P.M., Brady J.M., Smith S.M. Characterization and propagation of uncertainty in diffusion-weighted MR imaging. Magn. Reson. Med. 2003, 50:1077-1088.
5. Behrens T.E.J., Berg H.J., Jbabdi S., Rushworth M.F.S., Woolrich M.W. Probabilistic diffusion tractography with multiple fibre orientations: what can we gain?. Neuroimage 2007, 34:144-155.
6. Berger H. Uber das elektrenkephalogramm des menschen. Eur. Arch. Psychiatry Clin. Neurosci. 1875, 278:1929.
7. Bojak I., Liley D. Modeling the effects of anesthesia on the electroencephalogram. Phys. Rev. E 2005, 71(4):1-22. (April).
8. Bojak I., Oostendorp T.F., Reid A.T., Kötter R. Connecting mean field models of neural activity to EEG and fMRI data. Brain Topogr. 2010, 23:139-149.
9. Bojak I., Oostendorp T.F., Reid A.T., Kötter R. Towards a model-based integration of co-registered electroencephalography / functional magnetic resonance imaging data with realistic neural population meshes. Philos. Transact. A Math. Phys. Eng. Sci. 2011, 369:3785-3801.
10. Bollimunta A., Chen Y., Schroeder C.E., Ding M. Neuronal mechanisms of cortical alpha oscillations in awake-behaving macaques. J. Neurosci. 2008, 28(40):9976-9988. (October).
11. Bollimunta A., Mo J., Schroeder C.E., Ding M. Neuronal mechanisms and attentional modulation of corticothalamic α oscillations. J. Neurosci. 2011, 31(13):4935-4943. (March).
12. Breakspear M., Roberts J.A., Terry J.R., Rodrigues S., Mahant N., Robinson P.A. A unifying explanation of primary generalized seizures through nonlinear brain modeling and bifurcation analysis. Cereb. Cortex 2006, 16(9):1296-1313. (September).
13. Cabral J., Hugues E., Sporns O., Deco G. Role of local network oscillations in resting-state functional connectivity. Neuroimage 2011, 57:130-139.
14. Capilla A., Schoffelen J.-M., Paterson G., Thut G., Gross J. Dissociated α-band modulations in the dorsal and ventral visual pathways in visuospatial attention and perception. Cereb. Cortex 2012, 1-12.
15. Ciulla C., Takeda T., Hiroshi E. MEG characterization of spontaneous alpha rhythm in the human. Brain 1999, 11(3):211-222.
16. Collins D., Neelin P., Peters T., Evans A.C. Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. J. Comput. Assist. Tomogr. 1994, 18:192-205.
17. Dale A.M., Sereno M.I. Improved localization of cortical activity by combining EEG and MEG with MRI cortical surface reconstruction: a linear approach. J. Cogn. Neurosci. 1993, 5(2):162-176.
18. David O., Kiebel S.J., Harrison L.M., Mattout J., Kilner J.M., Friston K.J. Dynamic causal modeling of evoked responses in EEG and MEG. Neuroimage 2006, 30(4):1255-1272. (May).
19. Deco G., Jirsa V.K. Ongoing cortical activity at rest: criticality, multistability, and ghost attractors. J. Neurosci. 2012, 32(10):3366-3375.
20. Deco Gustavo, Jirsa Viktor K., Robinson Peter A., Breakspear Michael, Friston Karl The dynamic brain: from spiking neurons to neural the dynamic brain: from spiking neurons to neural masses and cortical fields. PLoS Comput. Biol. 2008, 4(8).
21. Deco G., Jirsa V., Mcintosh A.R., Sporns O., Kotter R. Key role of coupling, delay, and noise in resting brain fluctuations. Proc. Natl. Acad. Sci. U. S. A. 2009, 106(25):10302-10307.
22. Deco G., Jirsa V.K., Mcintosh A.R. Emerging concepts for the dynamical organization of resting-state activity in the brain. Nat. Rev. Neurosci. 2011, 12:43-56.
23. Deco G., Ponce-Alvarez A., Mantini D., Romani G.L., Hagmann P., Corbetta M. Resting-state functional connectivity emerges from structurally and dynamically shaped slow linear fluctuations. J. Neurosci. 2013, 33(27):11239-11252.
24. Feige B., Scheffler K., Esposito F., Salle F.D., Seifritz E., Scheffler K., Di F. Cortical and subcortical correlates of electroencephalographic alpha rhythm modulation. J. Neurophysiol. 2005, 93:2864-2872.
25. Freeman W.J. Mass Action in the Nervous System 2004.
26. Freeman W.J., Barrie J.M., Wang X.-J. Analysis of spatial patterns of phase in neocortical gamma EEGs in rabbit. J. Neurophysiol. 2000, 84:1266-1278.
27. Ghosh A., Rho Y., McIntosh A.R., Kotter R., Jirsa V.K. Noise during rest enables the exploration of the brain's dynamic repertoire. PLoS Comput. Biol. 2008, 4(10).
28. Goldman R.I., Stern J.M., Engel J., Cohen M.S. Simultaneous EEG and fMRI of the alpha rhythm. Neuroreport 2002, 13(18):2487-2492. (December).
29. Hamalainen M., Hari R., Ilmoniemi R.J., Knuutila J., Lounasmaa O.V. Magnetoencephalographytheory, instrumentation, and applications to noninvasive studies of the working human brain. Rev. Mod. Phys. 1993, 65.
30. Hari R., Salmelin R. Human cortical oscillations: a neuromagnetic view through the skull. Trends Neurosci. 1997, 20(1):44-49.
31. Hindriks R., van Putten M.J.A.M. Meanfield modeling of propofol-induced changes in spontaneous EEG rhythms. Neuroimage 2012, 60:2323-2334. (February).
32. Hindriks R., Bijma F., van Dijk B.W., van der Werf Y.D., van Someren E.J.W., van der Vaart A.W. Dynamics underlying spontaneous human alpha oscillations: a data-driven approach. Neuroimage 2011, 57(2):440-451. (July).
33. Hindriks R., van Putten M.J.A.M., Deco G. Intra-cortical propagation of EEG alpha oscillations. Neuroimage 2014, 103:444-453.
34. Honey C.J., Sporns O., Cammoun L., Gigandet X., Thiran J.P., Meuli R., Hagmann P. Predicting human resting-state functional connectivity. Proc. Natl. Acad. Sci. U. S. A. 2009, 106(6):1-6.
35. Huang M.X., Mosher J.C., Leahy R.M. A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG. Phys. Med. Biol. 1999, 44:423-440.
36. Hughes S.W., Lörincz M., Cope D.W., Blethyn K.L., Kékesi K.A., Parri H.R., Juhász G., Crunelli V. Synchronized oscillations at alpha and theta frequencies in the lateral geniculate nucleus. Neuron 2004, 42(2):253-268. (April).
37. Hutt A., Longtin A. Effects of the anesthetic agent propofol on neural populations. Cogn. Neurodyn. 2010, 4:37-59. (September).
38. Hyvarinen A. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans. Neural Netw. 1999, 10(3):626-634.
39. Jansen B.H., Rit V.G. Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns. Biol. Cybern. 1995, 366:357-366.
40. Jenkinson M., Bannister P., Brady M., Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage 2002, 17:825-841.
41. Jensen O., Gelfand J., Kounios J., Lisman J. Oscillations in the alpha band (9-12Hz) increase with memory load during retention in a short-term memory task. Cereb. Cortex 2002, 12(8):877-882. (August).
42. Jensen O., Mazaheri A., Box O. Shaping functional architecture by oscillatory alpha activity: gating by inhibition. Front. Hum. Neurosci. 2010, 4(186):1-8.
43. Jirsa V.K., Kelso J.A.S. Spatiotemporal pattern formation in neural systems with heterogeneous connection topologies. Phys. Rev. E 2000, 62(6):8462-8465.
44. Jirsa V.K., Jantzen K.J., Fuchs A., Kelso J.A.S. Spatiotemporal forward solution of the EEG and MEG using network modeling. IEEE Trans. Med. Imaging 2002, 21(5):493-504.
45. Jokisch D., Jensen O. Modulation of gamma and alpha activity during a working memory task engaging the dorsal or ventral stream. J. Neurosci. 2007, 27(12):3244-3251.
46. Karameh F.N., Dahleh M.A., Brown E.N., Massaquoi S.G. Modeling the contribution of lamina 5 neuronal and network dynamics to low frequency EEG phenomena. Biol. Cybern. 2006, 95(4):289-310. (October).
47. Kelly S.P., Lalor E.C., Reilly R.B., Foxe J.J., Simon P., Lalor E.C., Reilly R.B. Increases in alpha oscillatory power reflect an active retinotopic mechanism for distracter suppression during sustained visuospatial attention. J. Neurophysiol. 2006, 95:3844-3851.
48. Klimesch W. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res. Brain Res. Rev. 1999, 29(2-3):169-195. (April).
49. Klimesch W., Doppelmayr M., Russegger H., Pachinger T., Schwaiger J. Induced alpha band power changes in the human EEG and attention. Neurosci. Lett. 1998, 244(2):73-76. (March).
50. Liley D.T.J., Cadusch P.J. A spatially continuous mean field theory of electrocortical activity. Netw. Comput. Neural Syst. 2002, 13(1):67-113. (February).
51. Liley D.T.J., Cadusch P.J., Wright J.J. A continuum theory of electro-cortical activity. Neurocomputing 1999, 26-27:795-800. (June).
52. Lopes Da Silva F.H. EEG and MEG: relevance to neuroscience. Neuron 2013, 80(5):1112-1128.
53. Lopes Da Silva F.H., Storm van Leeuwen W. The cortical source of the alpha rhythm. Neurosci. Lett. 1977, 6(2-3):237-241.
54. Lopes da Silva F.H., van Lierop T.H.M.T., Schrijer C.F., Storm van Leeuwen W. Essential differences between alpha rhythms and barbiturate spindles: spectra and thalamo-cortical coherences. Electroencephalogr. Clin. Neurophysiol. 1973, 35:641-645.
55. Lopes da Silva F.H., Hoeks A., Smits H., Zetterberg L.H. Model of brain rhythmic activity. Kybernetik 1974, 15:27-37.
56. Lopes Da Silva F.H., Vos J.E., Mooibroek J., van Rotterdam A. Relative contributions of intracortial and thalamo-cortical processes in the generation of alpha rhythms, revealed by partial coherence analysis. Electroencephalography 1980, 50:449-456.
57. Mantini D., Penna S.D., Marzetti L., de Pasquale F., Pizzella V., Corbetta M., Romani G.L. A signal-processing pipeline for magnetoencephalography resting-state networks. Brain Connect. 2011, 1(1).
58. Mattout J., Henson R.N., Friston K.J. Canonical source reconstruction for MEG. Comput. Intell. Neurosci. 2007, 67613.
59. Moosmann M., Ritter P., Krastel I., Brink A., Thees S., Blankenburg F., Taskin B., Obrig H., Villringer A. Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy. Neuroimage 2003, 20:145-158.
60. Moran R.J., Kiebel S.J., Stephan K.E., Reilly R.B., Daunizeau J., Friston K.J. A neural mass model of spectral responses in electrophysiology. Neuroimage 2007, 37(3):706-720. (September).
61. Nolte G. The magnetic lead field theorem in the quasi-static approximation and its use for magnetoencephalography forward calculation in realistic volume conductors. Phys. Med. Biol. 2003, 48:3637-3652.
62. Nunez P.L. The brain wave equation: a model for the EEG. Math. Biosci. 1974, 21:279-297.
63. Nunez P.L., Srinivasan R. Electric Fields of the Brain. The Neurophysics of EEG 2006.
64. Nunez P.L., Wingeier B.M., Silberstein R.B. Spatial-temporal structures of human alpha rhythms: theory, microcurrent sources, multiscale measurements, and global binding of local networks. Hum. Brain Mapp. 2001, 164:125-164.
65. Rennie C.J., Wright J.J., Robinson P.A. Mechanisms of cortical electrical activity and emergence of gamma rhythm. J. Theor. Biol. 2000, 205(1):17-35. (July).
66. Rennie C.J., Robinson P.A., Wright J.J. Unified neurophysical model of EEG spectra and evoked potentials. Biol. Cybern. 2002, 86(6):457-471. (June).
67. Rihs T.A., Michel C.M., Thut G. Mechanisms of selective inhibition in visual spatial attention are indexed by a -band EEG synchronization. Eur. J. Neurosci. 2007, 25:603-610.
68. Robinson P.A., Rennie C.J., Wright J.J. Propagation and stability of waves of electrical activity in the cerebral cortex. Phys. Rev. E 1997, 56(1):826. (July).
69. Robinson P.A., Rennie C.J., Wright J.J., Bahramali H., Gordon E., Rowe D.L. Prediction of electroencephalographic spectra from neurophysiology. Phys. Rev. E 2001, 63(2):19-33. (January).
70. Robinson P.A., Rennie C.J., Rowe D.L. Dynamics of large-scale brain activity in normal arousal states and epileptic seizures. Phys. Rev. E 2002, 65(4):1-9. (April).
71. Romei V., Brodbeck V., Michel C., Amedi A., Pascual-Leone A., Thut G. Spontaneous fluctuations in posterior alpha-band EEG activity reflect variability in excitability of human visual areas. Cereb. Cortex 2008, 18(2010-2018).
72. Saalmann Y.B., Pinsk M.A., Wang L., Li X., Kastner S. The pulvinar regulates information transmission between cortical areas based on attentional demands. Science 2012, 337:753-756.
73. Salmelin R., Hari R. Characterization of spontaneous MEG rhythms in healthy adults. Electroencephalogr. Clin. Neurophysiol. 1994, 91:237-248.
74. Shipp S. The functional logic of cortico-pulvinar connections. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2003, 358:1605-1624.
75. Silva L.R., Amitai Y., Connors B.W. Intrinsic oscillations of neocortex generated by layer 5 pyramidal neurons. Science 1991, 251:432-435.
76. Snyder A.C., Foxe J.J. Anticipatory attentional suppression of visual features indexed by oscillatory alpha-band power increases: a high-density electrical mapping study. J. Neurosci. 2010, 30(11):4024-4032.
77. Spaak E., Bonnefond M., Maier A., Leopold D.A., Jensen O. Layer-specific entrainment of gamma-band neural activity by the alpha rhythm in monkey visual cortex. Curr. Biol. 2012, 22:2313-2318.
78. Stam C.J., Pijn J.P.M., Suffczynski P., Lopes da Silva F.H. Dynamics of the human alpha rhythm: evidence for non-linearity?. Clin. Neurophysiol. 1999, 110(10):1801-1813. (October).
79. Steyn-Ross D.A., Steyn-Ross M.L., Sleigh J.W., Wilson M.T., Gillies I.P., Wright J.J. The sleep cycle modelled as a cortical phase transition. J. Biol. Phys. 2005, 31(3-4):547-569. (December).
80. Suffczynski P., Kalitzin S., Lopes Da Silva F.H. Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network. Neuroscience 2004, 126(2):467-484. (January).
81. Taula S., Simola J., Kajola M. Applications of the signal space separation method. IEEE Trans. Image Process. 2005, 53(9):3359-3372.
82. Tzourio-Mazoyer N., Landeau B., Papathanassiou D., Crivello F., Etard O., Delcroix N., Mazoyer B., Joliot M. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject Brain. Neuroimage 2002, 289:273-289.
83. Van Harteveld T.J., Cabral J., Deco G., Moller A., Green A.L., Aziz T.Z., Kringelbach A.L. Neural plasticity in human brain connectivity: the effects of long term deep brain stimulation of the subthalamic nucleus in Parkinson's disease. PLoS One 2014, 9(e86496).
84. Wilson H.R., Cowan J.D. A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue. Kybernetik 1973, 13(2):55-80. (September).
85. Woolrich M., Hunt L., Groves A., Barnes G. MEG beamforming using Bayesian PCA for adaptive data covariance matrix regularization. Neuroimage 2011, 57(4):1466-1479.
86. Wright J.J., Liley D.T. Simulation of electrocortical waves. Biol. Cybern. 1995, 72(4):347-356. (January).
87. Yamagishi N., Goda N., Callan D.E., Anderson S.J., Kawato M. Attentional shifts towards an expected visual target alter the level of alpha-band oscillatory activity in the human calcarine cortex. Cogn. Brain Res. 2005, 25:799-809.