Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: Removal of the ballistocardiogram artefact

NeuroImage

Volumn 34, Issue 2, 2007, Pages 587-597

  Debener, Stefan ^a,b   Strobel, Alexander ^c,d   Sorger, Bettina ^d   Peters, Judith ^d   Kranczioch, Cornelia ^e,f   Engel, Andreas K ^e   Goebel, Rainer ^d  

^a ROYAL SOUTH HANTS HOSPITAL   (United Kingdom)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

^c DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

^d MAASTRICHT UNIVERSITY   (Netherlands)

^e UNIVERSITY MEDICAL CENTER HAMBURG EPPENDORF   (Germany)

^f UNIVERSITY OF PORTSMOUTH   (United Kingdom)

Author keywords

Auditory evoked potential N1; Ballistocardiogram artefact; Dipole modelling; Independent component analysis; Simultaneous EEG fMRI

Indexed keywords

ADULT; ARTICLE; ARTIFACT; CONTROLLED STUDY; DIPOLE; ELECTROENCEPHALOGRAM; EVOKED AUDITORY RESPONSE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INDEPENDENT COMPONENT ANALYSIS; MALE; MECHANOCARDIOGRAPHY; NORMAL HUMAN; PRIORITY JOURNAL; SIGNAL NOISE RATIO; STATISTICAL SIGNIFICANCE; TOPOGRAPHY;

ADULT; ARTIFACTS; BALLISTOCARDIOGRAPHY; BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, AUDITORY; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE;

EID: 34547831040     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2006.09.031     Document Type: Article

References (41)

1. 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
2. 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
3. Bell A.J., and Sejnowski T.J. An information-maximization approach to blind separation and blind deconvolution. Neural Comput. 7 6 (1995) 1129-1159
4. Benar C.G., Aghakhani Y., Wang Y.H., Izenberg A., Al-Asmi A., Dubeau F., and Gotman J. Quality of EEG in simultaneous EEG-fMRI for epilepsy. Clin. Neurophysiol. 114 3 (2003) 569-580
5. Bledowski C., Prvulovic D., Hoechstetter K., Scherg M., Wibral M., Goebel R., and Linden D.E.J. Localizing P300 generators in visual target and distractor processing: a combined event-related potential and functional magnetic resonance imaging study. J. Neurosci. 24 42 (2004) 9353-9360
6. Bledowski C., Kadosh K.C., Wibral M., Rahm B., Bittner R.A., Hoechstetter K., Scherg M., Maurer K., Goebel R., and Linden D.E.J. Mental chronometry of working memory retrieval: a combined functional magnetic resonance imaging and event-related potentials approach. J. Neurosci. 26 3 (2006) 821-829
7. Brechmann A., Baumgart F., and Scheich H. Sound-level-dependent representation of frequency modulations in human auditory cortex: a low-noise fMRI study. J. Neurophysiol. 87 1 (2002) 423-433
8. Debener S., Kranczioch C., Herrmann C.S., and Engel A.K. Auditory novelty oddball allows reliable distinction of top-down and bottom-up processes of attention. Int. J. Psychophysiol. 46 1 (2002) 77-84
9. Debener S., Herrmann C.S., Kranczioch C., Gembris D., and Engel A.K. Top-down attentional processing enhances auditory evoked gamma band activity. NeuroReport 14 5 (2003) 683-686
10. Debener S., Makeig S., Delorme A., and Engel A.K. What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis. Cogn. Brain Res. 22 3 (2005) 309-321
11. Debener S., Ullsperger M., Siegel M., Fiehler K., von Cramon D.Y., and Engel A.K. Trial-by-trial coupling of concurrent electroencephalogram and functional magnetic resonance imaging identifies the dynamics of performance monitoring. J. Neurosci. 25 50 (2005) 11730-11737
12. Debener, S., Ullsperger, M., Siegel, M., Engel, A.K., in press. Single-trial EEG-fMRI reveals the dynamics of cognitive function. Trends Cogn. Sci. [Electronic publication ahead of print; doi:10.1016/j.tics.2006.09.010].
13. Delorme A., and Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134 1 (2004) 9-21
14. Delorme A., Makeig S., Fabre-Thorpe M., and Sejnowski T. From single-trial EEG to brain area dynamics. Neurocomputing 44 (2002) 1057-1064
15. Eichele T., Specht K., Moosmann M., Jongsma M.L., Quiroga R.Q., Nordby H., and Hugdahl K. Assessing the spatiotemporal evolution of neuronal activation with single-trial event-related potentials and functional MRI. Proc. Natl. Acad. Sci. U. S. A. 102 49 (2005) 17798-17803
16. Ellingson M.L., Liebenthal E., Spanaki M.V., Prieto T.E., Binder J.R., and Ropella K.M. Ballistocardiogram artifact reduction in the simultaneous acquisition of auditory ERPS and fMRI. NeuroImage 22 4 (2004) 1534-1542
17. Garreffa G., Bianciardi M., Hagberg G.E., Macaluso E., Marciani M.G., Maraviglia B., Abbafati M., Carni M., Bruni I., and Bianchi L. Simultaneous EEG-fMRI acquisition: how far is it from being a standardized technique?. Magn. Reson. Imaging 22 10 (2004) 1445-1455
18. Hall D.A., Haggard M.P., Akeroyd M.A., Palmer A.R., Summerfield A.Q., Elliott M.R., Gurney E.M., and Bowtell R.W. "Sparse" temporal sampling in auditory fMRI. Hum. Brain Mapp. 7 3 (1999) 213-223
19. Hall D.A., Summerfield A.Q., Goncalves M.S., Foster J.R., Palmer A.R., and Bowtell R.W. Time-course of the auditory BOLD response to scanner noise. Magn. Reson. Med. 43 4 (2000) 601-606
20. Heinze H.J., Mangun G.R., Burchert W., Hinrichs H., Scholz M., Munte T.F., Gos A., Scherg M., Johannes S., Hundeshagen H., Gazzaniga M.S., and Hillyard S.A. Combined spatial and temporal imaging of brain activity during visual selective attention in humans. Nature 372 6506 (1994) 543-546
21. Iannetti G.D., Niazy R.K., Wise R.G., Jezzard P., Brooks J.C., Zambreanu L., Vennart W., Matthews P.M., and Tracey I. Simultaneous recording of laser-evoked brain potentials and continuous, high-field functional magnetic resonance imaging in humans. NeuroImage 28 3 (2005) 708-719
22. Jung T.P., Makeig S., Humphries C., Lee T.W., McKeown M.J., Iragui V., and Sejnowski T.J. Removing electroencephalographic artifacts by blind source separation. Psychophysiology 37 2 (2000) 163-178
23. Jung T.P., Makeig S., Westerfield M., Townsend J., Courchesne E., and Sejnowski T.J. Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects. Clin. Neurophysiol. 111 10 (2000) 1745-1758
24. Kruggel F., Wiggins C.J., Herrmann C.S., and von Cramon D.Y. Recording of the event-related potentials during functional MRI at 3.0 Tesla field strength. Magn. Reson. Med. 44 2 (2000) 277-282
25. Lee T.W., Girolami M., and Sejnowski T.J. Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources. Neural Comput. 11 2 (1999) 417-441
26. Liebenthal E., Ellingson M.L., Spanaki M.V., Prieto T.E., Ropella K.M., and Binder J.R. Simultaneous ERP and fMRI of the auditory cortex in a passive oddball paradigm. NeuroImage 19 4 (2003) 1395-1404
27. Makeig S., Debener S., Onton J., and Delorme A. Mining event-related brain dynamics. Trends Cogn. Sci. 8 5 (2004) 204-210
28. Makeig S., Delorme A., Westerfield M., Jung T.P., Townsend J., Courchesne E., and Sejnowski T.J. Electroencephalographic brain dynamics following manually responded visual targets. Plos Biol. 2 6 (2004) 747-762
29. Mulert C., Jager L., Propp S., Karch S., Stormann S., Pogarell O., Moller H.J., Juckel G., and Hegerl U. Sound level dependence of the primary auditory cortex: simultaneous measurement with 61-channel EEG and fMRI. NeuroImage 28 1 (2005) 49-58
30. Naatanen R., and Picton T. The N1 wave of the human electric and magnetic response to sound: a review and an analysis of the component structure. Psychophysiology 24 4 (1987) 375-425
31. 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
32. Onton J., Delorme A., and Makeig S. Frontal midline EEG dynamics during working memory. NeuroImage 27 2 (2005) 341-356
33. Opitz B., Mecklinger A., Friederici A.D., and von Cramon D.Y. The functional neuroanatomy of novelty processing: integrating ERP and fMRI results. Cereb. Cortex 9 4 (1999) 379-391
34. Scarff C.J., Reynolds A., Goodyear B.G., Ponton C.W., Dort J.C., and Eggermont J.J. Simultaneous 3-T fMRI and high-density recording of human auditory evoked potentials. NeuroImage 23 3 (2004) 1129-1142
35. Scherg M., and Von Cramon D. Two bilateral sources of the late AEP as identified by a spatio-temporal dipole model. Electroencephalogr. Clin. Neurophysiol. 62 1 (1985) 32-44
36. Schicke T., Muckli L., Beer A.L., Wibral M., Singer W., Goebel R., Rösler F., and Röder B. Tight covariation of BOLD signal changes and slow ERPs in the parietal cortex in a parametric spatial imagery task with haptic acquisition. Eur. J. Neurosci. 23 (2006) 1918-1920
37. Schimmel H. The (±) reference: accuracy of estimated mean components in average response studies. Science 157 784 (1967) 92-94
38. Sijbers J., Van Audekerke J., Verhoye M., Van der Linden A., and Van Dyck D. Reduction of ECG and gradient related artifacts in simultaneously recorded human EEG/MRI data. Magn. Reson. Imaging 18 7 (2000) 881-886
39. 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
40. Walter, B., Blecker, C., Kirsch, P., Sammer, G., Schienle, A., Stark, R., Vaitl, D., 2003. MARINA: an easy to use tool for the creation of MAsks for Region of INterest Analyses (abstract). Presented at the 19th International Conference on Functional Mapping of the Human Brain, June 19-22, 2003, New York, NY. NeuroImage 19 (2) (Available on CD-ROM)
41. Yvert B., Fischer C., Bertrand O., and Pernier J. Localization of human supratemporal auditory areas from intracerebral auditory evoked potentials using distributed source models. NeuroImage 28 1 (2005) 140-153