Influence of Ocular Filtering in EEG Data on the Assessment of Drug-Induced Effects on the Brain

被引:6
作者
Romero, Sergio [1 ,2 ]
Mananas, Miguel A. [1 ,2 ]
Barbanoj, Manel J. [3 ]
机构
[1] Univ Politecn Cataluna, CREB, Dept Automat Control ESAII, E-08028 Barcelona, Spain
[2] Univ Autonoma Barcelona, CIBER BBN, Barcelona 08025, Spain
[3] Univ Autonoma Barcelona, Drug Res Ctr CIM, Res Inst, Dept Pharmacol & Therapeut,St Pau Hosp, Barcelona 08025, Spain
关键词
electroencephalography; electrooculography; ocular filtering; blind source separation; regression analysis; LORETA; antipsychotics; pharmacokinetic/pharmacodynamic; EVENT-RELATED POTENTIALS; ELECTROMAGNETIC TOMOGRAPHY; ELECTRICAL-ACTIVITY; ARTIFACTS; REDUCTION;
D O I
10.1002/hbm.20614
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Ocular artifacts in EEG signals affect the interpretation of clinical study results. The aim of this study was to assess the influence of automatic ocular filtering procedures in the conclusions drawn from a pharmaco-EEG trial. Regression analysis, gold standard, and blind source separation (BSS), Second Order Blind Identification algorithm, ocular filtering procedures were compared using time, frequency, topographic and tomographic brain mapping approaches and pharmacokinetic-pharmacodynamic (PK-PD) relationships. Data consisted of EEGs obtained from 20 volunteers who received single oral doses of haloperidol 3 mg, risperidone 1 mg, olanzapine 5 mg and placebo in a randomized crossover double-blind design. Although the BSS-based technique preserved brain activity more than regression analysis in anterior leads, in general, topographic significance probability maps globally showed similar results with both methods for most spectral variables. However, different results were obtained when using whole multi-channel information for studying drug effects in the brain: (i) higher correlations between PK and PD time courses showing that BSS allowed estimation of spectral variables more accurately related to drug effects and (ii) larger and more symmetric drug related tomographic LORETA maps showing that BSS led to results that were more neurophysiopharmacologically sound. Definitely, the BSS-based procedure is an effective and efficient preprocessing method to remove ocular artifacts from EEG data. The selection of the ocular filtering procedure could determine different results whose impact depends on the evaluating tool applied to analyze the pharmaco-EEG data. Hum Brain Mapp 30:1470-1480, 2009. (C) 2008 Wiley-Liss, Inc.
引用
收藏
页码:1470 / 1480
页数:11
相关论文
共 29 条
[1]   ARTIFACT PROCESSING IN TOPOGRAPHIC MAPPING OF ELECTROENCEPHALOGRAPHIC ACTIVITY IN NEUROPSYCHOPHARMACOLOGY [J].
ANDERER, P ;
SEMLITSCH, HV ;
SALETU, B ;
BARBANOJ, MJ .
PSYCHIATRY RESEARCH-NEUROIMAGING, 1992, 45 (02) :79-93
[2]   Donepezil effects on sources of cortical rhythms in mild Alzheimer's disease: Responders vs. Non-Responders [J].
Babiloni, Claudio ;
Cassetta, Emanuele ;
Dal Forno, Gloria ;
Del Percio, Claudio ;
Ferreri, Florinda ;
Ferri, Raffaele ;
Lanuzza, Bartolo ;
Miniussi, Carlo ;
Moretti, Davide V. ;
Nobili, Flavio ;
Pascual-Marqui, Roberto D. ;
Rodriguez, Guido ;
Romani, Gian Luca ;
Salinari, Serenella ;
Zanetti, Orazio ;
Rossini, Paolo M. .
NEUROIMAGE, 2006, 31 (04) :1650-1665
[3]   Quantifying drug-drug interactions in pharmaco-EEG [J].
Barbanoj, MJ ;
Antonijoan, RM ;
Riba, J ;
Valle, M ;
Romero, S ;
Jané, F .
CLINICAL EEG AND NEUROSCIENCE, 2006, 37 (02) :108-120
[4]  
Barbanoj MJ, 2002, METHOD FIND EXP CLIN, V24, P67
[5]   A blind source separation technique using second-order statistics [J].
Belouchrani, A ;
AbedMeraim, K ;
Cardoso, JF ;
Moulines, E .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (02) :434-444
[6]   Pharmacokinetic-pharmacodynamic modeling of the electroencephalogram effects of scopolamine in healthy volunteers [J].
Ebert, U ;
Grossmann, M ;
Oertel, R ;
Gramatté, T ;
Kirch, W .
JOURNAL OF CLINICAL PHARMACOLOGY, 2001, 41 (01) :51-60
[7]   IPEG guideline on statistical design and analysis for pharmacodynamic trials [J].
Ferber, G ;
Abt, K ;
Fichte, K ;
Luthringer, R .
NEUROPSYCHOBIOLOGY, 1999, 39 (02) :92-100
[8]   Localization of MDMA-induced brain activity in healthy volunteers using low resolution brain electromagnetic tomography (LORETA) [J].
Frei, E ;
Gamma, A ;
Pascual-Marqui, R ;
Lehmann, D ;
Hell, D ;
Vollenweider, FX .
HUMAN BRAIN MAPPING, 2001, 14 (03) :152-165
[9]   Nonparametric analysis of statistic images from functional mapping experiments [J].
Holmes, AP ;
Blair, RC ;
Watson, JDG ;
Ford, I .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 1996, 16 (01) :7-22
[10]  
Hyvärinen A, 2001, INDEPENDENT COMPONENT ANALYSIS: PRINCIPLES AND PRACTICE, P71