Heart beats brain: The problem of detecting alpha waves by neuronal current imaging in joint EEG-MRI experiments

NeuroImage

Volumn 37, Issue 1, 2007, Pages 149-163

  Mandelkow, H ^a   Halder, P ^b,c   Brandeis, D ^b   Soellinger, M ^a   de Zanche, N ^a   Luechinger, R ^a   Boesiger, P ^a  

^a ETH ZURICH   (Switzerland)

^b UNIVERSITY OF ZURICH   (Switzerland)

^c BALGRIST UNIVERSITY HOSPITAL   (Switzerland)

Author keywords

Alpha waves; Ballistocardiogram; EEG; fMRI; Neuronal current imaging

Indexed keywords

ALPHA RHYTHM; ARTICLE; ARTIFACT; BRAIN; CORRELATION ANALYSIS; ELECTROENCEPHALOGRAM; HUMAN; HUMAN EXPERIMENT; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALPHA RHYTHM; ARTIFACTS; BRAIN MAPPING; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; HEART RATE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; NEURONS; PHANTOMS, IMAGING; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE; SYNAPTIC TRANSMISSION; VISUAL CORTEX;

EID: 34447556973     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2007.04.034     Document Type: Article

References (45)

1. Aletras A.H., Ding S., Balaban R.S., and Wen H. DENSE: displacement encoding with stimulated echoes in cardiac functional MRI. J. Magn. Reson. 137 1 (1999) 247-252
2. Allen P.J., Polizzi G., Krakow K., Fish D.R., and Lemieux L. Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. NeuroImage 8 3 (1998) 229-239
3. Allen P.J., Josephs O., and Turner R. A method for removing imaging artifact from continuous EEG recorded during functional MRI. NeuroImage 12 2 (2000) 230-239
4. Barron A., Rissanen J., and Yu B. The minimum description length principle in coding and modeling. IEEE Trans. Inf. Theory 44 6 (1998) 2743-2760
5. Berger H. Electroencephalogram in humans. Arch. Psychiatr. Nervenkr. 87 (1929) 527-570
6. Bianciardi M., Di Russo F., Aprile T., Maraviglia B., and Hagberg G.E. Combination of BOLD-fMRI and VEP recordings for spin-echo MRI detection of primary magnetic effects caused by neuronal currents. Magn. Reson. Imaging 22 10 (2004) 1429-1440
7. Bodurka J., and Bandettini P.A. Toward direct mapping of neuronal activity: MRI detection of ultraweak, transient magnetic field changes. Magn. Reson. Med. 47 6 (2002) 1052-1058
8. Bodurka J., Jesmanowicz A., Hyde J.S., Xu H., Estkowski L., and Li S.J. Current-induced magnetic resonance phase imaging. J. Magn. Reson. 137 1 (1999) 265-271
9. Bonmassar G., Purdon P.L., Jaaskelainen I.P., Chiappa K., Solo V., Brown E.N., and Belliveau J.W. Motion and ballistocardiogram artifact removal for interleaved recording of EEG and EPs during MRI. NeuroImage 16 4 (2002) 1127-1141
10. Brem S., Bucher K., Halder P., Summers P., Dietrich T., Martin E., and Brandeis D. Evidence for developmental changes in the visual word processing network beyond adolescence. NeuroImage 29 3 (2006) 822-837
11. Chu R., de Zwart J.A., van Gelderen P., Fukunaga M., Kellman P., Holroyd T., and Duyn J.H. Hunting for neuronal currents: absence of rapid MRI signal changes during visual-evoked response. NeuroImage 23 3 (2004) 1059-1067
12. Ehrhart J., Toussaint M., Simon C., Gronfier C., Luthringer R., and Brandenberger G. Alpha activity and cardiac correlates: three types of relationships during nocturnal sleep. Clin. Neurophysiol. 111 5 (2000) 940-946
13. Frigo M., and Johnson S.G. The design and implementation of FFTW3. Proc. IEEE 93 2 (2005) 216-231
14. Goldman R.I., Stern J.M., Engel Jr. J., and Cohen M.S. Simultaneous EEG and fMRI of the alpha rhythm. NeuroReport 13 18 (2002) 2487-2492
15. Hagberg G.E., Bianciardi M., and Maraviglia B. Challenges for detection of neuronal currents by MRI. Magn. Reson. Imaging 24 4 (2006) 483-493
16. Hamalainen M., Hari R., Ilmoniemi R.J., Knuutila J., and Lounasmaa O.V. Magnetoencephalography-Theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev. Modern Phys. 65 2 (1993) 413-497
17. Haykin S.S. Advances in spectrum analysis and array processing. Prentice Hall Advanced Reference Series. Engineering vol. 1 (1991), Prentice Hall, Englewood Cliffs, NJ
18. Kim D., Gilson W.D., Kramer C.M., and Epstein F.H. Myocardial tissue tracking with two-dimensional cine displacement-encoded MR imaging: development and initial evaluation. Radiology 230 3 (2004) 862-871
19. Kim K.H., Yoon H.W., and Park H.W. Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI. J. Neurosci. Methods 135 1-2 (2004) 193-203
20. Konn D., Gowland P., and Bowtell R. MRI detection of weak magnetic fields due to an extended current dipole in a conducting sphere: a model for direct detection of neuronal currents in the brain. Magn. Reson. Med. 50 1 (2003) 40-49
21. Konn D., Leach S., Gowland P., and Bowtell R. Initial attempts at directly detecting alpha wave activity in the brain using MRI. Magn. Reson. Imaging 22 10 (2004) 1413-1427
22. Koopmans L.H. The Spectral Analysis of Time Series (1974), Academic Press, New York
23. Leach S.A., Hamandi K., Lemieux L., Gowland P., Allen P., and Bowtell R. Using simultaneous EEG recording to test the feasibility of directly detecting neuronal currents due to alpha wave activity by MRI. Proc. Intl. Soc. Mag. Reson. Med. 11th Annual Meeting. Kyoto (2004)
24. Leahy R.M., Mosher J.C., Spencer M.E., Huang M.X., and Lewine J.D. A study of dipole localization accuracy for MEG and EEC using a human skull phantom. Electroencephalogr. Clin. Neurophysiol. 107 2 (1998) 159-173
25. Logothetis N.K., and Pfeuffer J. On the nature of the BOLD fMRI contrast mechanism. Magn. Reson. Imaging 22 10 (2004) 1517-1531
26. Mandelkow H., Halder P., Boesiger P., and Brandeis D. Synchronization facilitates removal of MRI artefacts from concurrent EEG recordings and increases usable bandwidth. NeuroImage 32 3 (2006) 1120-1126
27. Manshanden I., De Munck J.C., Simon N.R., and Lopes da Silva F.H. Source localization of MEG sleep spindles and the relation to sources of alpha band rhythms. Clin. Neurophysiol. 113 12 (2002) 1937-1947
28. Michel C.M., Lehmann D., Henggeler B., and Brandeis D. Localization of the sources of EEG delta, theta, alpha and beta frequency bands using the FFT dipole approximation. Electroencephalogr. Clin. Neurophysiol. 82 1 (1992) 38-44
29. Michel C.M., Murray M.M., Lantz G., Gonzalez S., Spinelli L., and Grave de Peralta R. EEG source imaging. Clin. Neurophysiol. 115 10 (2004) 2195-2222
30. Moosmann M., Ritter P., Krastel I., Brink A., Thees S., Blankenburg F., Taskin B., Obrig H., and Villringer A. Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy. NeuroImage 20 1 (2003) 145-158
31. Nestares O., and Heeger D.J. Robust multiresolution alignment of MRI brain volumes. Magn. Reson. Med. 43 5 (2000) 705-715
32. Niazy R.K., Beckmann C.F., Iannetti G.D., Brady J.M., and Smith S.M. Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage 28 3 (2005) 720-737
33. Percival D.B., and Walden A.T. Spectral Analysis for Physical Applications: Multitaper and Conventional Univariate Techniques (1993), Cambridge Univ. Press, Cambridge xxvii, 583 p.
34. Petridou N., Plenz D., Silva A.C., Loew M., Bodurka J., and Bandettini P.A. Direct magnetic resonance detection of neuronal electrical activity. Proc. Natl. Acad. Sci. U. S. A. 103 43 (2006) 16015-16020
35. Plonsey R. The nature of sources of bioelectric and biomagnetic fields. Biophys. J. 39 3 (1982) 309-312
36. Rabiner L.R., and Gold B. Theory and Application of Digital Signal Processing (1975), Prentice-Hall, Englewood Cliffs, NJ xv, 762 p.
37. Rodin E.A., and Rodin M.J. Dipole sources of the human alpha rhythm. Brain Topogr. 7 3 (1995) 201-208
38. Salmelin R., and Hari R. Characterization of spontaneous MEG rhythms in healthy adults. Electroencephalogr. Clin. Neurophysiol. 91 4 (1994) 237-248
39. Soellinger M., Rutz A.K., Kozerke S., and Boesiger P. An optimized DENSE acquisition scheme for brain displacement mapping. Proc. ISMRM 14th Scientific Meeting. Seattle (2006)
40. Srivastava G., Crottaz-Herbette S., Lau K.M., Glover G.H., and Menon V. ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner. NeuroImage 24 1 (2005) 50-60
41. Thomson D.J. Spectrum estimation and harmonic analysis. Proc. IEEE 70 9 (1982) 1055-1096
42. Vlaardingerbroek M.T., and Boer J.A.d. Magnetic Resonance Imaging: Theory and Practice. 3rd ed. (2003), Springer, Berlin xxi, 499 p.
43. Wan X., Iwata K., Riera J., Ozaki T., Kitamura M., and Kawashima R. Artifact reduction for EEG/fMRI recording: nonlinear reduction of ballistocardiogram artifacts. Clin. Neurophysiol. 117 3 (2006) 668-680
44. Xiong J., Fox P.T., and Gao J.H. Directly mapping magnetic field effects of neuronal activity by magnetic resonance imaging. Hum. Brain Mapp. 20 1 (2003) 41-49
45. Zschocke S. Klinische Elektroenzephalographie. 2nd ed. (1995), Springer-Verlag, Berlin