Ultrahigh-frequency EEG during fMRI: Pushing the limits of imaging-artifact correction

被引:43
作者
Freyer, Frank [1 ,2 ,4 ]
Becker, Robert [1 ,2 ,4 ]
Anami, Kimitaka [3 ]
Curio, Gabriel [1 ,2 ,4 ]
Villringer, Arno [1 ,2 ,4 ,5 ,6 ,7 ]
Ritter, Petra [1 ,2 ,4 ,6 ,7 ]
机构
[1] Charite, Berlin NeuroImaging Ctr, D-10117 Berlin, Germany
[2] Charite, Dept Neurol, D-10117 Berlin, Germany
[3] Musashino Mental Hosp, Saitama, Japan
[4] Bernstein Ctr Computat Neurosci, Berlin, Germany
[5] Max Planck Inst Brain & Cognit Sci, Leipzig, Germany
[6] Humboldt Univ, Berlin Sch Mind & Brain, D-1086 Berlin, Germany
[7] Humboldt Univ, Mind & Brain Inst, Philosoph Inst, D-1086 Berlin, Germany
关键词
EVENT-RELATED POTENTIALS; VISUAL-EVOKED POTENTIALS; FUNCTIONAL MRI; 600; HZ; SOURCE LOCALIZATION; ALPHA-RHYTHM; BALLISTOCARDIOGRAM ARTIFACTS; BOLD SIGNAL; REMOVAL; OSCILLATIONS;
D O I
10.1016/j.neuroimage.2009.06.022
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Although solutions for imaging-artifact correction in simultaneous EEG-fMRI are improving, residual artifacts after correction still considerably affect the EEG spectrum in the ultrafast frequency band above 100 Hz. Yet this band contains subtle but valuable physiological signatures such as fast gamma oscillations or evoked high-frequency (600 Hz) bursts related to spiking of thalamocortical and cortical neurons. Here we introduce a simultaneous EEG-fMRI approach that integrates hard and software modifications for continuous acquisition of ultrafast EEG oscillations during fMRI. Our approach is based upon and extends the established method of averaged artifact subtraction (AAS). Particularly for recovery of ultrahigh-frequency EEG signatures, AAS requires invariantly sampled and constant imaging-artifact waveforms to achieve optimal imaging-artifact correction. Consequently, we adjusted our acquisition setup such that both physiological ultrahigh-frequency EEG and invariantly sampled imaging artifacts were captured. In addition, we extended the AAS algorithm to cope with other, non-sampling related sources of imaging-artifact variations such as subject movements. A cascaded principal component analysis finally removed remaining imaging-artifact residuals. We provide a detailed evaluation of averaged ultrahigh-frequency signals and unaveraged broadband EEG spectra up to 1 kHz. Evoked nanovolt-sized high-frequency bursts were successfully recovered during periods of MR data acquisition afflicted by imaging artifacts in the millivolt range. Compared to periods without imaging artifacts they exhibited the same mean amplitudes, latencies and waveforms and a signal-to-noise ratio of 72%. Furthermore we identified consistent dipole sources. In conclusion, ultrafast EEG oscillations can be continuously monitored during fMRI using the proposed approach. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:94 / 108
页数:15
相关论文
共 69 条
[1]   Identification of EEG events in the MR scanner: The problem of pulse artifact and a method for its subtraction [J].
Allen, PJ ;
Polizzi, G ;
Krakow, K ;
Fish, DR ;
Lemieux, L .
NEUROIMAGE, 1998, 8 (03) :229-239
[2]   A method for removing imaging artifact from continuous EEG recorded during functional MRI [J].
Allen, PJ ;
Josephs, O ;
Turner, R .
NEUROIMAGE, 2000, 12 (02) :230-239
[3]   Stepping stone sampling for retrieving artifact-free electroencephalogram during functional magnetic resonance imaging [J].
Anami, K ;
Mori, T ;
Tanaka, F ;
Kawagoe, Y ;
Okamoto, J ;
Yarita, M ;
Ohnishi, T ;
Yumoto, M ;
Matsuda, H ;
Saitoh, O .
NEUROIMAGE, 2003, 19 (02) :281-295
[4]   EEG oscillations at 600 Hz are macroscopic markers for cortical spike bursts [J].
Baker, SN ;
Curio, G ;
Lemon, RN .
JOURNAL OF PHYSIOLOGY-LONDON, 2003, 550 (02) :529-534
[5]   Visual evoked potentials recovered from fMRI scan periods [J].
Becker, R ;
Ritter, P ;
Moosmann, M ;
Villringer, A .
HUMAN BRAIN MAPPING, 2005, 26 (03) :221-230
[6]   Single-trial analysis of oddball event-related potentials in simultaneous EEG-fMRI [J].
Benar, Christian-G. ;
Schon, Daniele ;
Grimault, Stephan ;
Nazarian, Bruno ;
Burle, Boris ;
Roth, Muriel ;
Badier, Jean-Michel ;
Marquis, Patrick ;
Liegeois-Chauvel, Catherine ;
Anton, Jean-Luc .
HUMAN BRAIN MAPPING, 2007, 28 (07) :602-613
[7]   EEG-fMRI of epileptic spikes:: Concordance with EEG source localization and intracranial EEG [J].
Benar, Christian-G. ;
Grova, Christophe ;
Kobayashi, Eliane ;
Bagshaw, Andrew P. ;
Aghakhani, Yahya ;
Dubeau, Fran Ois ;
Gotman, Jean .
NEUROIMAGE, 2006, 30 (04) :1161-1170
[8]   Motion and ballistocardiogram artifact removal for interleaved recording of EEG and EPs during MRI [J].
Bonmassar, G ;
Purdon, PL ;
Jääskeläinen, IP ;
Chiappa, K ;
Solo, V ;
Brown, EN ;
Belliveau, JW .
NEUROIMAGE, 2002, 16 (04) :1127-1141
[9]   Influence of EEG electrodes on the BOLD fMRI signal [J].
Bonmassar, G ;
Hadjikhani, N ;
Ives, JR ;
Hinton, D ;
Belliveau, JW .
HUMAN BRAIN MAPPING, 2001, 14 (02) :108-115
[10]   Spatiotemporal brain imaging of visual-evoked activity using interleaved EEG and fMRI recordings [J].
Bonmassar, G ;
Schwartz, DP ;
Liu, AK ;
Kwong, KK ;
Dale, AM ;
Belliveau, JW .
NEUROIMAGE, 2001, 13 (06) :1035-1043