EEG source analysis of epileptiform activity using a 1 mm anisotropic hexahedra finite element head model

被引:127
|
作者
Rullmann, M. [2 ]
Anwander, A. [2 ]
Dannhauer, M. [2 ]
Warfield, S. K. [3 ]
Duffy, F. H. [4 ]
Wolters, C. H. [1 ,5 ]
机构
[1] Univ Munster, Inst Biomagnetismus & Biosignalanal, D-48149 Munster, Germany
[2] Max Planck Inst Human Cognit & Brain Sci, D-04103 Leipzig, Germany
[3] Harvard Univ, Sch Med, Childrens Hosp, Computat Radiol Lab, Boston, MA 02115 USA
[4] Harvard Univ, Sch Med, Childrens Hosp, Dept Neurol, Boston, MA 02115 USA
[5] Univ Utah, Sci Comp & Imaging Inst, Salt Lake City, UT 84112 USA
基金
美国国家科学基金会;
关键词
Presurgical epilepsy diagnosis; Surface- and intra-cranial EEG; Source analysis; Cerebrospinal fluid; Diffusion-tensor magnetic resonance imaging; Tissue conductivity anisotropy; Finite element method; Spatio-temporal dipole modeling; Goal function scan; Minimum norm least squares; Standardized low resolution electromagnetic; tomography; LEAD-FIELD BASES; DIFFUSION TENSOR; SOURCE RECONSTRUCTION; SOURCE LOCALIZATION; NONINVASIVE LOCALIZATION; DIPOLE; CONDUCTIVITY; ACCURACY; SENSITIVITY; COMPUTATION;
D O I
10.1016/j.neuroimage.2008.09.009
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The major goal of the evaluation in presurgical epilepsy diagnosis for medically intractable patients is the precise reconstruction of the epileptogenic foci, preferably with non-invasive methods. This paper evaluates whether surface electroencephalography (EEG) source analysis based on a 1 mm anisotropic finite element (FE) head model can provide additional guidance for presurgical epilepsy diagnosis and whether it is practically feasible in daily routine. A 1 mm hexahedra FE volume conductor model of the patient's head with special focus on accurately modeling the compartments skull, cerebrospinal fluid (CSF) and the anisotropic conducting brain tissues was constructed using non-linearly co-registered T1-, T2- and diffusion-tensormagnetic resonance imaging data. The electrodes of intra-cranial EEG (iEEG) measurements were extracted from a co-registered computed tomography image. Goal function scan (GFS), minimum norm least squares (MNLS), standardized low resolution electromagnetic tomography (sLORETA) and spatio-temporal current dipole modeling inverse methods were then applied to the peak of the averaged ictal discharges EEG data. MNLS and sLORETA pointed to a single center of activity. Moving and rotating single dipole fits resulted in an explained variance of more than 97%. The non-invasive EEG source analysis methods localized at the border of the lesion and at the border of the iEEG electrodes which mainly received ictal discharges. Source orientation was towards the epileptogenic tissue. For the reconstructed superficial source, brain conductivity anisotropy and the lesion conductivity had only a minor influence, whereas a correct modeling of the highly conducting CSF compartment and the anisotropic skull was found to be important. The proposed FE forward modeling approach strongly simplifies meshing and reduces run-time (37 ms for one forward computation in the model with 3.1 million unknowns), corroborating the practical feasibility of the approach. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:399 / 410
页数:12
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