Computational models of Bitemporal, Bifrontal and Right Unilateral ECT predict differential stimulation of brain regions associated with efficacy and cognitive side effects

被引:25
作者
Bai, S. [1 ,2 ]
Galvez, V. [3 ,4 ]
Dokos, S. [2 ]
Martin, D. [3 ,4 ]
Bikson, M. [5 ]
Loo, C. [3 ,4 ,6 ]
机构
[1] Tech Univ Munich, Dept Elect & Comp Engn, D-80333 Munich, Germany
[2] UNSW, Fac Engn, Grad Sch Biomed Engn, Sydney, NSW 2052, Australia
[3] UNSW, Sch Psychiat, Sydney, NSW 2052, Australia
[4] Black Dog Inst, Randwick, NSW 2031, Australia
[5] CUNY City Coll, Dept Biomed Engn, New York, NY 10031 USA
[6] St George Hosp, Dept Psychiat, Kogarah, NSW 2217, Australia
关键词
Depression; Electroconvulsive therapy (ECT); Brain stimulation; Computational model; Efficacy Cognition; MAJOR DEPRESSIVE DISORDER; TREATMENT-RESISTANT DEPRESSION; VOXEL-BASED MORPHOMETRY; ELECTROCONVULSIVE-THERAPY; ELECTRODE PLACEMENT; MOOD DISORDERS; HEAD MODEL; COMMUNITY SETTINGS; RETROGRADE-AMNESIA; ABNORMALITIES;
D O I
10.1016/j.eurpsy.2016.09.005
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background: Extensive clinical research has shown that the efficacy and cognitive outcomes of electroconvulsive therapy (ECT) are determined, in part, by the type of electrode placement used. Bitemporal ECT (BT, stimulating electrodes placed bilaterally in the frontotemporal region) is the form of ECT with relatively potent clinical and cognitive side effects. However, the reasons for this are poorly understood. Objective: This study used computational modelling to examine regional differences in brain excitation between BT, Bifrontal (BF) and Right Unilateral (RUL) ECT, currently the most clinically-used ECT placements. Specifically, by comparing similarities and differences in current distribution patterns between BT ECT and the other two placements, the study aimed to create an explanatory model of critical brain sites that mediate antidepressant efficacy and sites associated with cognitive, particularly memory, adverse effects. Methods: High resolution finite element human head models were generated from MRI scans of three subjects. The models were used to compare differences in activation between the three ECT placements, using subtraction maps. Results and conclusion: In this exploratory study on three realistic head models, Bitemporal ECT resulted in greater direct stimulation of deep midline structures and also left temporal and inferior frontal regions. Interpreted in light of existing knowledge on depressive pathophysiology and cognitive neuroanatomy, it is suggested that the former sites are related to efficacy and the latter to cognitive deficits. We hereby propose an approach using binarised subtraction models that can be used to optimise, and even individualise, ECT therapies. (C) 2016 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:21 / 29
页数:9
相关论文
共 53 条
[1]   Deep brain stimulation for treatment-resistant depression: Efficacy, safety and mechanisms of action [J].
Anderson, Rodney J. ;
Frye, Mark A. ;
Abulseoud, Osama A. ;
Lee, Kendall H. ;
McGillivray, Jane A. ;
Berk, Michael ;
Tye, Susannah J. .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2012, 36 (08) :1920-1933
[2]  
Bai SW, 2013, IEEE ENG MED BIO, P819, DOI 10.1109/EMBC.2013.6609626
[3]   A computational modelling study of transcranial direct current stimulation montages used in depression [J].
Bai, Siwei ;
Dokos, Socrates ;
Ho, Kerrie-Anne ;
Loo, Colleen .
NEUROIMAGE, 2014, 87 :332-344
[4]  
Bai SW, 2012, IEEE ENG MED BIO, P2559, DOI 10.1109/EMBC.2012.6346486
[5]   A computational model of direct brain excitation induced by electroconvulsive therapy: Comparison among three conventional electrode placements [J].
Bai, Siwei ;
Loo, Colleen ;
Al Abed, Amr ;
Dokos, Socrates .
BRAIN STIMULATION, 2012, 5 (03) :408-421
[6]  
Bai SW, 2011, IEEE ENG MED BIO, P5484, DOI 10.1109/IEMBS.2011.6091399
[7]   Comparison of bifrontal and bitemporal ECT for major depression [J].
Bailine, SH ;
Rifkin, A ;
Kayne, E ;
Selzer, JA ;
Vital-Herne, J ;
Blieka, M ;
Pollack, S .
AMERICAN JOURNAL OF PSYCHIATRY, 2000, 157 (01) :121-123
[8]   The "Quasi-Uniform" Assumption in Animal and Computational Models of Non-Invasive Electrical Stimulation [J].
Bikson, Marom ;
Dmochowski, Jacek ;
Rahman, Asif .
BRAIN STIMULATION, 2013, 6 (04) :704-705
[9]   Common and unique neural activations in autobiographical, episodic, and semantic retrieval [J].
Burianova, Hana ;
Grady, Cheryl L. .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2007, 19 (09) :1520-1534
[10]   Imaging cognition II: An empirical review of 275 PET and fMRI studies [J].
Cabeza, R ;
Nyberg, L .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2000, 12 (01) :1-47