Skip to main content
Log in

EEG and fMRI Coregistration to Investigate the Cortical Oscillatory Activities During Finger Movement

  • Original Paper
  • Published:
Brain Topography Aims and scope Submit manuscript

Abstract

Electroencephalography combined with functional magnetic resonance imaging (EEG-fMRI) may be used to identify blood oxygenation level dependent (BOLD) signal changes associated with physiological and pathological EEG event. In this study we used EEG-fMRI to determine the possible correlation between topographical movement-related EEG changes in brain oscillatory activity recorded from EEG electrodes over the scalp and fMRI-BOLD cortical responses in motor areas during finger movement. Thirty-two channels of EEG were recorded in 9 subjects during eyes-open condition inside a 1.5 T magnetic resonance (MR) scanner using a MR-compatible EEG recording system. Off-line MRI artifact subtraction software was applied to obtain continuous EEG data during␣fMRI acquisition. For EEG data analysis we used the event-related-synchronization/desynchronization (ERS/ERD) approach to investigate where movement-related decreases in alpha and beta power are located. For image statistical analysis we used a general linear model (GLM) approach. There was a significant correlation between the positive-negative ratio of BOLD signal peaks and ERD values in the electrodes over the region of activation. We conclude that combined EEG-fMRI may be used to investigate movement-related oscillations of the human brain inside an MRI scanner and the movement-related changes in the EMG or EEG signals are useful to identify the brain activation sources responsible for BOLD-signal changes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Allen PJ, Polizzi G, Krakow K, Fish DR, Lemieux L (1998) Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. NeuroImage 8(3):229–239

    Article  PubMed  CAS  Google Scholar 

  • Allen PJ, Josephs O, Turner R (2000) A method for removing imaging artifact from continuous EEG recorded during functional MRI. Neuroimage 12:230–239

    Article  PubMed  CAS  Google Scholar 

  • Avesani M, Milanese F, Formaggio E, Gasparini A, Cerini R, Bongiovanni LG, Pozzi Mucelli R, Fiaschi A, Manganotti P (2008) Continuous EEG-fMRI in pre-surgical evaluation of a patient with symptomatic seizures: bold activation linked to interictal epileptic discharges caused by Cavernoma. Neuroradiol J 21(2):183–191

    Google Scholar 

  • Babiloni F, Cincotti F, Babiloni C, Carducci F, Mattia DL, Astolfi L et al (2005) Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function. Neuroimage 24:118–131

    Article  PubMed  CAS  Google Scholar 

  • Boynton GM, Engel SA, Glover GH, Heeger DJ (1996) Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 16:4207–4241

    PubMed  CAS  Google Scholar 

  • Brookes MJ, Gibson AM, Hall SD, Furlong PL, Barnes GR, Hillebrand A et al (2005) GLM-beamformer method demonstrates stationary field, alpha ERD and gamma ERS colocalisation with fMRI BOLD response in visual cortex. Neuroimage 26(1):302–308

    Article  PubMed  Google Scholar 

  • Celsis P, Doyon B, Boulanouar K, Pastor J, Démonet JF, Nespoulous JL (1999) ERP correlates of phoneme perception in speech and sound contexts. Neuroreport 10(7):1523–1527

    Article  PubMed  CAS  Google Scholar 

  • De Yoe EA, Bandettini P, Neitz J, Miller D, Winans P (1994) Functional magnetic resonance imaging (FMRI) of the human brain. J Neurosci Methods 54:171–187

    Article  Google Scholar 

  • Erbil N, Ungan P (2007) Changes in the alpha and beta amplitudes of the central EEG during the onset, continuation, and offset of long-duration repetitive hand movements. Brain Res 1169:44–56

    Article  PubMed  CAS  Google Scholar 

  • Friston KJ, Holmes AP, Worsely KJ, Poline JP, Frith CD, Frackowiak RSJ (1995) Statistical parametric maps in functional imaging: a general linear approach. Hum Brain Mapp 2:173–181

    Google Scholar 

  • Goldman RI, Stern JM, Engel J, Cohen MS (2000) Acquiring simultaneous EEG and functional MRI. Neurophysiology 111:1974–1980

    Article  CAS  Google Scholar 

  • Gerloff C, Richard J, Hadley J, Schulman AE, Honda M, Hallett M (1998) Functional coupling and regional activation of human cortical motor areas during simple, internally paced and externally paced finger movements. Brain 121(Pt 8):1513–1531

    Article  PubMed  Google Scholar 

  • Gonçalves SI, de Munck JC, Pouwels PJW, Schoonhoven R, Kuijer JPA, Maurits NM et al (2006) Correlating the alpha rhythm to BOLD using simultaneous EEG/fMRI: Inter-subject variability. Neuroimage 30:203–213

    Article  PubMed  Google Scholar 

  • Hari R, Salmelin R (1997) Human cortical oscillations: a neuromagnetic view through the skull. Trends Neurosci 20:44–49

    Article  PubMed  CAS  Google Scholar 

  • Ives JR, Warach S, Schmitt F, Edelman RR, Schomer DL (1993) Monitoring the patient’s EEG during echo planar MRI. Neurophysiology 87:417–420

    CAS  Google Scholar 

  • Jurkiewicz MT, Gaetz WC, Bostan AC, Cheyne D (2006) Post-movement beta rebound is generated in motor cortex: Evidence from neuromagnetic recordings. Neuroimage 32:1281–1289

    Article  PubMed  Google Scholar 

  • Kim SG, Ugurbil K (1997) Functional magnetic resonance imaging of the human brain. J Neurosci Methods 74:229–243

    Article  PubMed  CAS  Google Scholar 

  • Leocani L, Toro C, Manganotti P, Zhuang P, Hallett M (1997) Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements. Electroencephalogr Clin Neurophysiol 104:199–206

    Article  PubMed  CAS  Google Scholar 

  • Lemieux L, Allen PJ, Franconi F, Symms MR, Fish DR (1997) Recording of EEG during fMRI experiments: patient safety. Magnet Resonan Med 38(6):943–952

    Article  CAS  Google Scholar 

  • Manganotti P, Gerloff C, Toro C, Katsuta H, Sadato N, Zhuang P et al (1998) Task-related coherence and task-related spectral power changes during sequential finger movements. Electroencephalogr Clin Neurophysiol 109(1):50–62

    Article  PubMed  CAS  Google Scholar 

  • Manganotti P, Formaggio E, Milanese F, Gasparini A, Storti SF, Cerini R, Bongiovanni LG, Pozzi Mucelli R, Baraldo A, Fiaschi A, Avesani M (2008) Continuous EEG-fMRI study in patients with partial epilepsy and focal interictal slow-wave discharges on EEG. Magnet Resonan Imaging (in press)

  • Menon V, Crottaz-Herbette S (2005) Combined EEG and fMRI studies of human brain function. Int Rev Neurobiol 66:291–321 [Review]

    Article  PubMed  CAS  Google Scholar 

  • Muri RM, Felblinger J, Rosler KM, Jung B, Hesse CW, Boesch C (1998) Recording of electrical brain activity in a magnetic resonance environment: distorting effects of the static magnetic field. Magnet Resonan Med 39:18–22

    Article  CAS  Google Scholar 

  • Neuper C, Pfurtscheller G (1996) Post-movement synchronization of beta rhythms in the EEG over the cortical foot area in man. Neurosci Lett 216:17–20

    Article  PubMed  CAS  Google Scholar 

  • Ogawa S, Menon RS, Kim SG, Ugurbil K (1998) On the characteristics of functional magnetic resonance imaging of the brain. Annu Rev Biophys Biomol Struct 27:447–474

    Article  PubMed  CAS  Google Scholar 

  • Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9(1):97–113

    Google Scholar 

  • Parkers LM, Bastiaansen CM, Norris DG (2006) Combining EEG and fMRI to investigate the post-movement beta rebound. Neuroimage 29:685–696

    Article  Google Scholar 

  • Pfurtscheller G, Aranibar A (1979) Evaluation of event-related desynchronization (ERD) preceding and following voluntary self-paced movement. Electroencephalogr Clin Neurophysiol 46: 138–146

    Article  PubMed  CAS  Google Scholar 

  • Pfurtscheller G (1992) Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest. Electroencephalogr Clin Neurophysiol 83:62–69

    Article  PubMed  CAS  Google Scholar 

  • Pfurtscheller G, Neuper C (1994) Event-related synchronization of mu rhythm in the EEG over the cortical hand area in man. Neurosci Lett 174:93–96

    Article  PubMed  CAS  Google Scholar 

  • Rappelsberger P, Pfurtscheller G, Filz O (1994) Calculation of event-related coherence–a new method to study short-lasting coupling between brain areas. Brain Topogr 7:121–127

    Article  PubMed  CAS  Google Scholar 

  • Sadato N, Campbell G, Ibanez V, Deiber M, Hallett M (1996) Complexity affects regional cerebral blood flow change during sequential finger movements. J Neurosci 16(8):2691–2700

    PubMed  CAS  Google Scholar 

  • Salmelin R, Hari R (1994) Spatiotemporal characteristics of sensorimotor neuromagnetic rhythms related to thumb movement. Neuroscience 60:537–550

    Article  PubMed  CAS  Google Scholar 

  • Singh KD, Barnes GR, Hillebrand A, Forde EME, Williams AL (2002) Task-related changes in cortical synchronization are spatially coincident with the hemodynamic response. Neuroimage 16:103–114

    Article  PubMed  Google Scholar 

  • Stancak A Jr, Feige B, Lucking CH, Kristeva-Feige R (2000) Oscillatory cortical activity and movement-related potentials in proximal and distal movements. Clin Neurophysiol 111:636–650

    Article  PubMed  Google Scholar 

  • Steriade M, Amzica F (1996) Intracortical and corticothalamic coherency of fast spontaneous oscillations. Proc Natl Acad Sci USA 93:2533–2538

    Article  PubMed  CAS  Google Scholar 

  • Talairach J, Tournoux P (1998) Co-planar stereotaxic atlas of the human brain. Thieme: New York

    Google Scholar 

  • van Duinen H, Zijdewind I, Hoogduin H, Maurits N (2005) Surface EMG measurements during fMRI at 3T: accurate EMG recordings after artifact correction. NeuroImage 27(1):240–246

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The authors wish to thank Profs. Gianna Maria Toffolo and Alessandra Bertoldo (Department of Information Engineering, University of Padova) for help and advice concerning statistical analysis. This work was supported by Crediveneto, Verona, Italy.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Emanuela Formaggio.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Formaggio, E., Storti, S.F., Avesani, M. et al. EEG and fMRI Coregistration to Investigate the Cortical Oscillatory Activities During Finger Movement. Brain Topogr 21, 100–111 (2008). https://doi.org/10.1007/s10548-008-0058-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10548-008-0058-1

Keywords

Navigation