Assessing interactions in the brain with exact low-resolution electromagnetic tomography

被引:619
作者
Pascual-Marqui, Roberto D. [1 ,2 ]
Lehmann, Dietrich [1 ]
Koukkou, Martha [1 ]
Kochi, Kieko [1 ]
Anderer, Peter [3 ]
Saletu, Bernd [3 ]
Tanaka, Hideaki [4 ]
Hirata, Koichi [4 ]
John, E. Roy [5 ,6 ]
Prichep, Leslie [5 ,6 ]
Biscay-Lirio, Rolando [7 ,8 ]
Kinoshita, Toshihiko [2 ]
机构
[1] Univ Hosp Psychiat, KEY Inst Brain Mind Res, CH-8032 Zurich, Switzerland
[2] Kansai Med Univ Hosp, Dept Neuropsychiat, Osaka 5708507, Japan
[3] Med Univ Vienna, Dept Psychiat & Psychotherapy, Vienna, Austria
[4] Dokkyo Univ, Sch Med, Dept Neurol, Soka, Tochigi, Japan
[5] NYU, Sch Med, Dept Psychiat, Brain Res Labs, New York, NY 10003 USA
[6] Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA
[7] Inst Cybernet Math & Phys, Havana, Cuba
[8] Univ Valparaiso, Fac Sci, DEUV CIMFAV, Valparaiso, Chile
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2011年 / 369卷 / 1952期
关键词
electroencephalogram; low-resolution electromagnetic tomography; functional connectivity; exact low-resolution electromagnetic tomography; MULTIPLE TIME-SERIES; LINEAR-DEPENDENCE; FUNCTIONAL CONNECTIVITY; EEG; INVERSE; MEG; LOCALIZATION; FEEDBACK; POTENTIALS; LORETA;
D O I
10.1098/rsta.2011.0081
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Scalp electric potentials (electroencephalogram; EEG) are contingent to the impressed current density unleashed by cortical pyramidal neurons undergoing post-synaptic processes. EEG neuroimaging consists of estimating the cortical current density from scalp recordings. We report a solution to this inverse problem that attains exact localization: exact low-resolution brain electromagnetic tomography (eLORETA). This non-invasive method yields high time-resolution intracranial signals that can be used for assessing functional dynamic connectivity in the brain, quantified by coherence and phase synchronization. However, these measures are non-physiologically high because of volume conduction and low spatial resolution. We present a new method to solve this problem by decomposing them into instantaneous and lagged components, with the lagged part having almost pure physiological origin.
引用
收藏
页码:3768 / 3784
页数:17
相关论文
共 50 条
[21]   NEUROMETRICS - COMPUTER-ASSISTED DIFFERENTIAL-DIAGNOSIS OF BRAIN DYSFUNCTIONS [J].
JOHN, ER ;
PRICHEP, LS ;
FRIDMAN, J ;
EASTON, P .
SCIENCE, 1988, 239 (4836) :162-169
[22]   Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance [J].
Kaminski, M ;
Ding, MZ ;
Truccolo, WA ;
Bressler, SL .
BIOLOGICAL CYBERNETICS, 2001, 85 (02) :145-157
[23]   Task-based comparison of inverse methods in magnetoencephalography [J].
Kucukaltum-Yildirim, Esen ;
Pantazis, Dimitrios ;
Leahy, Richard M. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2006, 53 (09) :1783-1793
[24]   REFERENCE-FREE IDENTIFICATION OF COMPONENTS OF CHECKERBOARD-EVOKED MULTICHANNEL POTENTIAL FIELDS [J].
LEHMANN, D ;
SKRANDIES, W .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1980, 48 (06) :609-621
[25]   Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimum-norm estimates [J].
Lin, Fa-Hsuan ;
Witzel, Thomas ;
Ahlfors, Seppo P. ;
Stufflebeam, Steven M. ;
Belliveau, John W. ;
Hamalainen, Matti S. .
NEUROIMAGE, 2006, 31 (01) :160-171
[26]  
Martin JH., 1991, PRINCIPLES NEURAL SC, P777
[28]   Long-range synchrony of gamma oscillations and auditory hallucination symptoms in schizophrenia [J].
Mulert, C. ;
Kirsch, V. ;
Pascual-Marqui, Roberto ;
McCarley, Robert W. ;
Spencer, Kevin M. .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2011, 79 (01) :55-63
[29]   Identifying true brain interaction from EEG data using the imaginary part of coherency [J].
Nolte, G ;
Bai, O ;
Wheaton, L ;
Mari, Z ;
Vorbach, S ;
Hallett, M .
CLINICAL NEUROPHYSIOLOGY, 2004, 115 (10) :2292-2307
[30]  
PARZEN E, 1982, J AM STAT ASSOC, V77, P320, DOI 10.2307/2287242