Localization of cortico-peripheral coherence with electroencephalography

NeuroImage

Volumn 57, Issue 4, 2011, Pages 1348-1357

  Guggisberg, Adrian G ^a   Dalal, Sarang S ^b   Zumer, Johanna M ^c   Wong, Daniel D ^d   Dubovik, Sviatlana ^a   Michel, Christoph M ^e   Schnider, Armin ^a  

^a GENEVA UNIVERSITY HOSPITALS   (Switzerland)

^b LYON NEUROSCIENCE RESEARCH CENTER   (France)

^c UNIVERSITY OF NOTTINGHAM   (United Kingdom)

^d UNIVERSITY OF TORONTO   (Canada)

^e UNIVERSITY OF GENEVA   (Switzerland)

Author keywords

Beamformer; EEG; Functional connectivity; Imaginary coherence; Minimum norm

Indexed keywords

ADULT; AGED; ARTICLE; BRAIN CORTEX; BRAIN ISCHEMIA; BRAIN MAPPING; CASE REPORT; CONTROLLED STUDY; CORTICAL SYNCHRONIZATION; CORTICO PERIPHERAL COHERENCE; ELECTROENCEPHALOGRAPHY; EVOKED VISUAL RESPONSE; FEMALE; HUMAN; IMAGE ANALYSIS; IMAGE QUALITY; MALE; NEUROIMAGING; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL;

ADULT; AGED; ALGORITHMS; BRAIN MAPPING; CEREBRAL CORTEX; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MIDDLE AGED; MODELS, NEUROLOGICAL; NEURAL PATHWAYS; TOMOGRAPHY, OPTICAL COHERENCE;

EID: 79960217350     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.05.076     Document Type: Article

References (69)

1. Aertsen A.M., Gerstein G.L., Habib M.K., Palm G. Dynamics of neuronal firing correlation: modulation of "effective connectivity". J. Neurophysiol. 1989, 61(5):900-917.
2. Ary J.P., Klein S.A., Fender D.H. Location of sources of evoked scalp potentials: corrections for skull and scalp thicknesses. IEEE Trans. Biomed. Eng. 1981, 28(6):447-452.
3. Astolfi L., Cincotti F., Mattia D., Babiloni C., Carducci F., Basilisco A., Rossini P.M., Salinari S., Ding L., Ni Y., He B., Babiloni F. Assessing cortical functional connectivity by linear inverse estimation and directed transfer function: simulations and application to real data. Clin. Neurophysiol. 2005, 116(4):920-932.
4. Baker S.N. Oscillatory interactions between sensorimotor cortex and the periphery. Curr. Opin. Neurobiol. 2007, 17:649-655.
5. Berg P., Scherg M. A fast method for forward computation of multiple-shell spherical head models. Electroencephalogr. Clin. Neurophysiol. 1994, 90(1):58-64.
6. Bianciardi M., Bianchi L., Garreffa G., Abbafati M., Di Russo F., Marciani M.G., Macaluso E. Single-epoch analysis of interleaved evoked potentials and fMRI responses during steady-state visual stimulation. Clin. Neurophysiol. 2009, 120(4):738-747.
7. Brookes M.J., Vrba J., Robinson S.E., Stevenson C.M., Peters A.M., Barnes G.R., Hillebrand A., Morris P.G. Optimising experimental design for meg beamformer imaging. NeuroImage 2008, 39(4):1788-1802.
8. Brunet D., Murray M.M., Michel C.M. Spatiotemporal analysis of multichannel EEG: CARTOOL. Comput. Intell. Neurosci. 2011, 2011:813870.
9. Carter A.R., Astafiev S.V., Lang C.E., Connor L.T., Rengachary J., Strube M.J., Pope D.L.W., Shulman G.L., Corbetta M. Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann. Neurol. 2010, 67(3):365-375.
10. Castellanos N.P., Paúl N., Ordóñez V.E., Demuynck O., Bajo R., Campo P., Bilbao A., Ortiz T., del Pozo F., Maestú F. Reorganization of functional connectivity as a correlate of cognitive recovery in acquired brain injury. Brain 2010, 133(Pt 8):2365-2381.
11. Dalal S.S., Guggisberg A.G., Edwards E., Sekihara K., Findlay A.M., Canolty R.T., Berger M.S., Knight R.T., Barbaro N.M., Kirsch H.E., Nagarajan S.S. Five-dimensional neuroimaging: localization of the time-frequency dynamics of cortical activity. NeuroImage 2008, 40(4):1686-1700.
12. Dalal S.S., Zumer J.M., Guggisberg A.G., Trumpis M., Wong D.D., Sekihara K., Nagarajan S.S. Meg/eeg source reconstruction, statistical evaluation, and visualization with nutmeg. Comput. Intell. Neurosci. 2011, 2011:758973.
13. Dale A.M., Liu A.K., Fischl B.R., Buckner R.L., Belliveau J.W., Lewine J.D., Halgren E. Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity for high-resolution imaging of cortical activity. Neuron 2000, 26(1):55-67.
14. Dauwels J., Vialatte F., Musha T., Cichocki A. A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG. NeuroImage 2010, 49(1):668-693.
15. de Pasquale F., Della Penna S., Snyder A.Z., Lewis C., Mantini D., Marzetti L., Belardinelli P., Ciancetta L., Pizzella V., Romani G.L., Corbetta M. Temporal dynamics of spontaneous MEG activity in brain networks activity in brain networks. Proc. Nat. Acad. Sci. U.S.A. 2010, 107(13):6040-6045.
16. De Vico Fallani F., Astolfi L., Cincotti F., Mattia D., Marciani M.G., Salinari S., Kurths J., Gao S., Cichocki A., Colosimo A., Babiloni F. Cortical functional connectivity networks in normal and spinal cord injured patients: evaluation by graph analysis. Hum. Brain Mapp. 2007, 28(12):1334-1346.
17. Emir U.E., Bayraktaroglu Z., Ozturk C., Ademoglu A., Demiralp T. Changes in bold transients with visual stimuli across 1-44Hz. Neurosci. Lett. 2008, 436(2):185-188.
18. Engel A.K., König P., Kreiter A.K., Schillen T.B., Singer W. Temporal coding in the visual cortex: new vistas on integration in the nervous system. Trends Neurosci. 1992, 15(6):218-226.
19. Fein G., Raz J., Brown F.F., Merrin E.L. Common reference coherence data are confounded by power and phase effects. Electroencephalogr. Clin. Neurophysiol. 1988, 69(6):581-584.
20. Fender D.H. Source localization of brain electrical activity. Methods of Analysis of Brain Electrical and Magnetic Signals 1987, 1:355-403. Elsevier, Amsterdam. A.S. Gevins, A. Rémond (Eds.).
21. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc. Nat. Acad. Sci. U.S.A. 2005, 102(27):9673-9678.
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. 2005, 26(1):15-29.
23. Geselowitz D.B. The zero of potential. IEEE Eng. Med. Biol. Mag. 1998, 17(1):128-132.
24. Gray C.M., Singer W. Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. Proc. Nat. Acad. Sci. U.S.A. 1989, 86(5):1698-1702.
25. Gray C.M., König P., Engel A.K., Singer W. Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 1989, 338(6213):334-337.
26. Gross J., Kujala J., Hamalainen M., Timmermann L., Schnitzler A., Salmelin R. Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc. Nat. Acad. Sci. U.S.A. 2001, 98(2):694-699.
27. Guevara R., Velazquez J.L.P., Nenadovic V., Wennberg R., Senjanovic G., Dominguez L.G. Phase synchronization measurements using electroencephalographic recordings: What can we really say about neuronal synchrony?. Neuroinformatics 2005, 3(4):301-314.
28. Guggisberg A.G., Honma S.M., Findlay A.M., Dalal S.S., Kirsch H.E., Berger M.S., Nagarajan S.S. Mapping functional connectivity in patients with brain lesions. Ann. Neurol. 2008, 63(2):193-203.
29. Guggisberg A.G., Kirsch H.E., Mantle M.M., Barbaro N.M., Nagarajan S.S. Fast oscillations associated with interictal spikes localize the epileptogenic zone in patients with partial epilepsy. NeuroImage 2008, 39(2):661-668.
30. Hadjipapas A., Hillebrand A., Holliday I.E., Singh K.D., Barnes G.R. Assessing interactions of linear and nonlinear neuronal sources using MEG beamformers: a proof of concept. Clin. Neurophysiol. 2005, 116(6):1300-1313.
31. Hämäläinen M.S., Ilmoniemi R.J. Interpreting magnetic fields of the brain: minimum norm estimates. Med. Biol. Eng. Comput. 1994, 32(1):35-42.
32. He B.J., Snyder A.Z., Vincent J.L., Epstein A., Shulman G.L., Corbetta M. Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 2007, 53(6):905-918.
33. Hillebrand A., Barnes G.R. The use of anatomical constraints with MEG beamformers. NeuroImage 2003, 20(4):2302-2313.
34. Jerbi K., Lachaux J.-P., N'Diaye K., Pantazis D., Leahy R.M., Garnero L., Baillet S. Coherent neural representation of hand speed in humans revealed by MEG imaging. Proc. Nat. Acad. Sci. U.S.A. 2007, 104(18):7676-7681.
35. Lachaux J.P., Rodriguez E., Martinerie J., Varela F.J. Measuring phase synchrony in brain signals. Hum. Brain Mapp. 1999, 8(4):194-208.
36. Le Van Quyen M., Foucher J., Lachaux J., Rodriguez E., Lutz A., Martinerie J., Varela F.J. Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony. J. Neurosci. Meth. 2001, 111(2):83-98.
37. Lin F.H., Witzel T., Hamalainen M.S., Dale A.M., Belliveau J.W., Stufflebeam S.M. Spectral spatiotemporal imaging of cortical oscillations and interactions in the human brain. NeuroImage 2004, 23(2):582-595.
38. Lopes da Silva F.H., van Lierop T.H., Schrijer C.F., van Leeuwen W.S. Organization of thalamic and cortical alpha rhythms: spectra and coherences. Electroencephalogr. Clin. Neurophysiol. 1973, 35(6):627-639.
39. Martino J., Honma S.M., Findlay A.M., Guggisberg A.G., Kirsch H.E., Berger M.S., Nagarajan S.S. Resting functional connectivity in patients with brain tumors in eloquent areas. Ann. Neurol. 2011, 69:521-532.
40. Mima T., Hallett M. Corticomuscular coherence: a review. J. Clin. Neurophysiol. 1999, 16(6):501-511.
41. Mitra P.P., Pesaran B. Analysis of dynamic brain imaging data. Biophys. J. 1999, 76(2):691-708.
42. Mosher J.C., Leahy R.M., Lewis P.S. EEG and MEG: forward solutions for inverse methods. IEEE Trans. Biomed. Eng. 1999, 46(3):245-259.
43. Murthy V.N., Fetz E.E. Coherent 25- to 35-Hz oscillations in the sensorimotor cortex of awake behaving monkeys. Proc. Nat. Acad. Sci. U.S.A. 1992, 89(12):5670-5674.
44. Nolte G., Bai O., Wheaton L., Mari Z., Vorbach S., Hallett M. Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin. Neurophysiol. 2004, 115(10):2292-2307.
45. Nunez P.L., Srinivasan R., Westdorp A.F., Wijesinghe R.S., Tucker D.M., Silberstein R.B., Cadusch P.J. EEG coherency. I: statistics, reference electrode, volume conduction, laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr. Clin. Neurophysiol. 1997, 103(5):499-515.
46. Pascual-Marqui R.D. Standardized low-resolution brain electromagnetic tomography (sLORETA): technical details. Meth. Find. Exp. Clin. Pharmacol. 2002, 24:5-12. Suppl D.
47. Pascual-Marqui R.D., Sekihara K., Brandeis D., Michel C. Imaging the electric neuronal generators of eeg/meg. Electrical Neuroimaging 2009, 49-77. Cambridge University Press, Cambridge. C. Michel, T. Koenig, D. Brandeis, L. Gianotti, J. Wackermann (Eds.).
48. Raichle M.E., Snyder A.Z. A default mode of brain function: a brief history of an evolving idea. NeuroImage 2007, 37(4):1083-1090. discussion 1097-9.
49. Rush S., Driscoll D.A. Current distribution in the brain from surface electrodes. Anesth. Analg. 1968, 47(6):717-723.
50. Schoffelen J.-M., Gross J. Source connectivity analysis with MEG and EEG. Hum. Brain Mapp. 2009, 30(6):1857-1865.
51. Schoffelen J.-M., Oostenveld R., Fries P. Imaging the human motor system's beta-band synchronization during isometric contraction. NeuroImage 2008, 41(2):437-447.
52. Sekihara K., Nagarajan S.S., Poeppel D., Marantz A., Miyashita Y. Reconstructing spatio-temporal activities of neural sources using an MEG vector beamformer technique. IEEE Trans. Biomed. Eng. 2001, 48(7):760-771.
53. Sekihara K., Nagarajan S.S., Poeppel D., Marantz A. Performance of an MEG adaptive-beamformer technique in the presence of correlated neural activities: effects on signal intensity and time-course estimates. IEEE Trans. Biomed. Eng. 2002, 49(12 Pt 2):1534-1546.
54. Sekihara K., Nagarajan S.S., Poeppel D., Marantz A. Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction. IEEE Trans. Biomed. Eng. 2004, 51(10):1726-1734.
55. Sekihara K., Sahani M., Nagarajan S.S. Localization bias and spatial resolution of adaptive and non-adaptive spatial filters for MEG source reconstruction. NeuroImage 2005, 25(4):1056-1067.
56. Spinelli L., Andino S.G., Lantz G., Seeck M., Michel C.M. Electromagnetic inverse solutions in anatomically constrained spherical head models. Brain Topogr. 2000, 13(2):115-125.
57. Srinivasan R., Winter W.R., Ding J., Nunez P.L. EEG and MEG coherence: measures of functional connectivity at distinct spatial scales of neocortical dynamics. J. Neurosci. Meth. 2007, 166(1):41-52.
58. Stam C.J., Breakspear M., van Cappellen, van Walsum A.-M., van Dijk B.W. Nonlinear synchronization in EEG and whole-head MEG recordings of healthy subjects. Hum. Brain Mapp. 2003, 19(2):63-78.
59. Stam C.J., Nolte G., Daffertshofer A. Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum. Brain Mapp. 2007, 28(11):1178-1193.
60. Steinsträter O., Sillekens S., Junghoefer M., Burger M., Wolters C.H. Sensitivity of beamformer source analysis to deficiencies in forward modeling. Hum. Brain. Mapp. 2010, 31(12):1907-1927.
61. Stenroos M., Mäntynen V., Nenonen J. A Matlab library for solving quasi-static volume conduction problems using the boundary element method. Comput. Meth. Programs Biomed. 2007, 88(3):256-263.
62. Thatcher R.W., Krause P.J., Hrybyk M. Cortico-cortical associations and EEG coherence: a two-compartmental model. Electroencephalogr. Clin. Neurophysiol. 1986, 64(2):123-143.
63. Van Veen B.D., van Drongelen W., Yuchtman M., Suzuki A. Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans. Biomed. Eng. 1997, 44(9):867-880.
64. Varela F., Lachaux J.P., Rodriguez E., Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2001, 2(4):229-239.
65. Victor J.D., Purpura K., Katz E., Mao B. Population encoding of spatial frequency, orientation, and color in macaque V1. J. Neurophysiol. 1994, 72(5):2151-2166.
66. 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., Raichle M.E. Intrinsic functional architecture in the anaesthetized monkey brain. Nature 2007, 447(7140):83-86.
67. Vrba J., Robinson S. Signal processing in magnetoencephalography. Methods 2001, 25(2):249-271.
68. Witham C.L., Wang M., Baker S.N. Corticomuscular coherence between motor cortex, somatosensory areas and forearm muscles in the monkey. Front. Syst. Neurosci. 2010, 4:38.
69. Wong D.D.E., Gordon K.A. Beamformer suppression of cochlear implant artifacts in an electroencephalography dataset. IEEE Trans. Biomed. Eng. Dec 2009, 56(12):2851-2857.