Differences Between MEG and High-Density EEG Source Localizations Using a Distributed Source Model in Comparison to fMRI

被引:47
作者
Klamer, Silke [1 ,2 ]
Elshahabi, Adham [1 ,3 ]
Lerche, Holger [1 ,3 ]
Braun, Christoph [2 ,3 ,4 ]
Erb, Michael [5 ]
Scheffler, Klaus [5 ,6 ]
Focke, Niels K. [1 ,3 ]
机构
[1] Univ Tubingen, Hertie Inst Clin Brain Res, Dept Neurol & Epileptol, D-72076 Tubingen, Germany
[2] Univ Tubingen, MEG Ctr, D-72076 Tubingen, Germany
[3] Univ Tubingen, Werner Reichardt Ctr Integrat Neurosci CIN, D-72076 Tubingen, Germany
[4] Univ Trento, Ctr Mind Brain Sci CIMeC, Trento, Italy
[5] Univ Tubingen, Dept Biomed Magnet Resonance, D-72076 Tubingen, Germany
[6] Max Planck Inst Biol Cybernet, Magnet Resonance Ctr, D-72076 Tubingen, Germany
关键词
MEG; High-density EEG; fMRI; Source analysis; Motor task; Somatosensory task; MONTE-CARLO-SIMULATION; CORTEX; EPILEPSY; BRAIN; HEAD;
D O I
10.1007/s10548-014-0405-3
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Electroencephalography (EEG) and magnetoencephalography (MEG) are widely used to localize brain activity and their spatial resolutions have been compared in several publications. While most clinical studies demonstrated higher accuracy of MEG source localization, simulation studies suggested a more accurate EEG than MEG localization for the same number of channels. However, studies comparing real MEG and EEG data with equivalent number of channels are scarce. We investigated 14 right-handed healthy subjects performing a motor task in MEG, high-density-(hd-) EEG and fMRI as well as a somatosensory task in MEG and hd-EEG and compared source analysis results of the evoked brain activity between modalities with different head models. Using individual head models, hd-EEG localized significantly closer to the anatomical reference point obtained by fMRI than MEG. Source analysis results were least accurate for hd-EEG based on a standard head model. Further, hd-EEG and MEG localized more medially than fMRI. Localization accuracy of electric source imaging is dependent on the head model used with more accurate results obtained with individual head models. If this is taken into account, EEG localization can be more accurate than MEG localization for the same number of channels.
引用
收藏
页码:87 / 94
页数:8
相关论文
共 18 条
[1]   MEG and EEG in epilepsy [J].
Barkley, GL ;
Baumgartner, C .
JOURNAL OF CLINICAL NEUROPHYSIOLOGY, 2003, 20 (03) :163-178
[2]   Head model and electrical source imaging: A study of 38 epileptic patients [J].
Birot, Gwenael ;
Spinelli, Laurent ;
Vulliemoz, Serge ;
Megevand, Pierre ;
Brunet, Denis ;
Seeck, Margitta ;
Michel, Christoph M. .
NEUROIMAGE-CLINICAL, 2014, 5 :77-83
[3]   Spatiotemporal Analysis of Multichannel EEG: CARTOOL [J].
Brunet, Denis ;
Murray, Micah M. ;
Michel, Christoph M. .
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2011, 2011
[4]   Simultaneous electroencephalography and functional magnetic resonance imaging of primary and secondary somatosensory cortex in humans after electrical stimulation [J].
Christmann, C ;
Ruf, M ;
Braus, DF ;
Flor, H .
NEUROSCIENCE LETTERS, 2002, 333 (01) :69-73
[5]   REALISTIC CONDUCTIVITY GEOMETRY MODEL OF THE HUMAN HEAD FOR INTERPRETATION OF NEUROMAGNETIC DATA [J].
HAMALAINEN, MS ;
SARVAS, J .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1989, 36 (02) :165-171
[6]   On somatotopic representation centers for finger movements in human primary motor cortex and supplementary motor area [J].
Indovina, I ;
Sanes, JN .
NEUROIMAGE, 2001, 13 (06) :1027-1034
[7]   Correlation of sensorimotor activation with functional magnetic resonance imaging and magnetoencephalography in presurgical functional imaging:: A spatial analysis [J].
Kober, H ;
Nimsky, C ;
Möller, M ;
Hastreiter, P ;
Fahlbush, R ;
Ganslandt, O .
NEUROIMAGE, 2001, 14 (05) :1214-1228
[8]   Surgically Relevant Localization of the Central Sulcus With High-Density Somatosensory-Evoked Potentials Compared With Functional Magnetic Resonance Imaging [J].
Lascano, Agustina M. ;
Grouiller, Frederic ;
Genetti, Melanie ;
Spinelli, Laurent ;
Seeck, Margitta ;
Schaller, Karl ;
Michel, Christoph M. .
NEUROSURGERY, 2014, 74 (05) :517-526
[9]   Monte Carlo simulation studies of EEG and MEG localization accuracy [J].
Liu, AK ;
Dale, AM ;
Belliveau, JW .
HUMAN BRAIN MAPPING, 2002, 16 (01) :47-62
[10]   Comparison of the Properties of EEG and MEG in Detecting the Electric Activity of the Brain [J].
Malmivuo, Jaakko .
BRAIN TOPOGRAPHY, 2012, 25 (01) :1-19