Neurophysiological predictors of non-response to rTMS in depression

被引:133
作者
Arns, Martijn [1 ,2 ]
Drinkenburg, Wilhelmus H. [3 ]
Fitzgerald, Paul B. [4 ,5 ]
Kenemans, J. Leon [2 ]
机构
[1] Res Inst Brainclin, Nijmegen, Netherlands
[2] Univ Utrecht, Dept Expt Psychol, NL-3508 TC Utrecht, Netherlands
[3] Janssen Res & Dev, Beerse, Belgium
[4] The Alfred, Monash Alfred Psychiat Ctr, Melbourne, Vic, Australia
[5] Monash Univ, Sch Psychol & Psychiat, Melbourne, Vic 3004, Australia
基金
澳大利亚国家健康与医学研究理事会;
关键词
rTMS; EEG; ERP; Personalized medicine; Depression; Alpha frequency; TRANSCRANIAL MAGNETIC STIMULATION; ATTENTION-DEFICIT/HYPERACTIVITY DISORDER; DORSOLATERAL PREFRONTAL CORTEX; EVENT-RELATED POTENTIALS; ANTIDEPRESSANT RESPONSE; PERCEPTUAL ASYMMETRY; NEUROTROPHIC FACTOR; QUANTITATIVE EEG; DOUBLE-BLIND; MEDICATION;
D O I
10.1016/j.brs.2011.12.003
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: The application of rTMS in Depression has been very well investigated over the last few years. However, little is known about predictors of non-response associated with rTMS treatment. Objective: This study examined neurophysiological parameters (EEG and ERP) in 90 depressed patients treated with rTMS and psychotherapy and sought to identify predictors of non-response. Methods: This study is a multi-site open-label study assessing pre-treatment EEG and ERP measures associated with non-response to rTMS treatment. Results: Non-responders were characterized by 1) Increased fronto-central theta EEG power, 2) a slower anterior individual alpha peak frequency, 3) a larger P300 amplitude, and 4) decreased pre-frontal delta and beta cordance. A discriminant analysis yielded a significant model, and subsequent ROC curve demonstrated an area under the curve of 0.814. Conclusions: Several EEG variables demonstrated clear differences between R and NR such as the anterior iAPF, fronto-central Theta and pre-frontal cordance in the Delta and Beta band (representative of increased relative pre-frontal perfusion). The increased P300 amplitude as a predictor for non-response requires further study, since this was the opposite as hypothesized and there were no correlations of this measure with clinical improvement for the whole sample. Combining these biomarkers in a discriminant analysis resulted in a reliable identification of non-responders with low false positive rates. Future studies should prospectively replicate these findings and also further investigate appropriate treatments for the sub-groups of non-responders identified in this study, given that most of these biomarkers have also been found in antidepressant medication studies. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:569 / 576
页数:8
相关论文
共 68 条
[11]   BRAIN EVENT-RELATED POTENTIALS TO COMPLEX TONES IN DEPRESSED-PATIENTS - RELATIONS TO PERCEPTUAL ASYMMETRY AND CLINICAL-FEATURES [J].
BRUDER, GE ;
TENKE, CE ;
STEWART, JW ;
TOWEY, JP ;
LEITE, P ;
VOGLMAIER, M ;
QUITKIN, FM .
PSYCHOPHYSIOLOGY, 1995, 32 (04) :373-381
[12]   Cognitive ERPs in depressive and anxiety disorders during tonal and phonetic oddball tasks [J].
Bruder, GE ;
Kayser, J ;
Tenke, CE ;
Leite, P ;
Schneier, FR ;
Stewart, JW ;
Quitkin, FM .
CLINICAL ELECTROENCEPHALOGRAPHY, 2002, 33 (03) :119-124
[13]   Decreased level of EEG-vigilance in acute mania as a possible predictor for a rapid effect of methylphenidate:: A case study [J].
Bschor, T ;
Müller-Oerlinghausen, B ;
Ulrich, G .
CLINICAL ELECTROENCEPHALOGRAPHY, 2001, 32 (01) :36-39
[14]   Standardized assessment of cognitive functioning during development and aging using an automated touchscreen battery [J].
Clark, C. Richard ;
Paul, Robert H. ;
Williams, Leanne A. ;
Arns, Martijn ;
Fallahpour, Kamran ;
Handmer, Carolyn ;
Gordon, Evian .
ARCHIVES OF CLINICAL NEUROPSYCHOLOGY, 2006, 21 (05) :449-467
[15]   Quantitative EEG effects of carbamazepine, oxcarbazepine, valproate, lamotrigine, and possible clinical relevance of the findings [J].
Clemens, Bela ;
Menes, Andrea ;
Piros, Palma ;
Bessenyei, Monika ;
Altmann, Anna ;
Jerney, Judit ;
Kollar, Katalin ;
Rosdy, Beata ;
Rozsavolgyi, Margit ;
Steinecker, Katalin ;
Hollody, Katalin .
EPILEPSY RESEARCH, 2006, 70 (2-3) :190-199
[16]  
Conca A, 2000, HUM PSYCHOPHARM CLIN, V15, P429, DOI 10.1002/1099-1077(200008)15:6<429::AID-HUP227>3.0.CO
[17]  
2-3
[18]  
Cook IA, 2009, PSYCHIAT RES NEUROIM
[19]   The use of referenced-EEG (rEEG) in assisting medication selection for the treatment of depression [J].
DeBattista, Charles ;
Kinrys, Gustavo ;
Hoffman, Daniel ;
Goldstein, Corey ;
Zajecka, John ;
Kocsis, James ;
Teicher, Martin ;
Potkin, Steven ;
Preda, Adrian ;
Multani, Gurmeet ;
Brandt, Len ;
Schiller, Mark ;
Iosifescu, Dan ;
Fava, Maurizio .
JOURNAL OF PSYCHIATRIC RESEARCH, 2011, 45 (01) :64-75
[20]   Individual differences in brain dynamics: important implications for the calculation of event-related band power [J].
Doppelmayr, M ;
Klimesch, W ;
Pachinger, T ;
Ripper, B .
BIOLOGICAL CYBERNETICS, 1998, 79 (01) :49-57