Inter-subject Variability in Electric Fields of Motor Cortical tDCS

被引:273
作者
Laakso, Ilkka [1 ]
Tanaka, Satoshi [2 ]
Koyama, Soichiro [3 ,4 ]
De Santis, Valerio [1 ]
Hirata, Akimasa [1 ]
机构
[1] Nagoya Inst Technol, Dept Comp Sci & Engn, Showa Ku, Nagoya, Aichi 4668555, Japan
[2] Hamamatsu Univ Sch Med, Psychol Lab, Hamamatsu, Shizuoka 4313192, Japan
[3] Natl Inst Nat Sci, Natl Inst Physiol Sci, Div Cerebral Integrat, Okazaki, Aichi 4448585, Japan
[4] Grad Univ Adv Studies, Sch Life Sci, Miura, Kanagawa 2400193, Japan
关键词
tDCS; Inter-subject variability; Electric field; Finite-element method; Motor cortex; DIRECT-CURRENT STIMULATION; NONINVASIVE BRAIN-STIMULATION; CORTEX; EXCITABILITY; DETERMINANTS; MONTAGES; SURFACE; HUMANS; ADULTS;
D O I
10.1016/j.brs.2015.05.002
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: The sources of inter-subject variability in the efficacy of transcranial direct current stimulation (tDCS) remain unknown. One potential source of variations is the brain's electric field, which varies according to each individual's anatomical features. Objective: We employed an approach that combines imaging and computational modeling to quantitatively study the extent and primary causes of inter-subject variation in tDCS electric fields. Methods: Anatomically-accurate models of the head and brain of 24 males (age: 38.63 +/- 11.24 years) were constructed from structural MRI. Finite-element method was used to computationally estimate the electric fields for tDCS of the motor cortex. Surface-based inter-subject registration of the electric field and functional MRI data was used for group level statistical analysis. Results: We observed large differences in each individual's electric field patterns. However, group level analysis revealed that the average electric fields concentrated in the vicinity of the primary motor cortex. The variations in the electric fields in the hand motor area could be characterized by a normal distribution with a standard deviation of approximately 20% of the mean. The cerebrospinal fluid (CSF) thickness was the primary factor influencing an individual's electric field, thereby explaining 50% of the inter-individual variability, a thicker layer of CSF decreasing the electric field strength. Conclusions: The variability in the electric fields is related to each individual's anatomical features and can only be controlled using detailed image processing. Age was found to have a slight negative effect on the electric field, which might have implications on tDCS studies on aging brains. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:906 / 913
页数:8
相关论文
共 38 条
[1]   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
[2]   Partially non-linear stimulation intensity-dependent effects of direct current stimulation on motor cortex excitability in humans [J].
Batsikadze, G. ;
Moliadze, V. ;
Paulus, W. ;
Kuo, M. -F. ;
Nitsche, M. A. .
JOURNAL OF PHYSIOLOGY-LONDON, 2013, 591 (07) :1987-2000
[3]   Effects of transcranial direct current stimulation on working memory in patients with Parkinson's disease [J].
Boggio, Paulo S. ;
Ferrucci, Roberta ;
Rigonatti, Sergio P. ;
Covre, Priscila ;
Nitsche, Michael ;
Pascual-Leone, Alvaro ;
Fregni, Felipe .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2006, 249 (01) :31-38
[4]   Clinical research with transcranial direct current stimulation (tDCS): Challenges and future directions [J].
Brunoni, Andre Russowsky ;
Nitsche, Michael A. ;
Bolognini, Nadia ;
Bikson, Marom ;
Wagner, Tim ;
Merabet, Lotfi ;
Edwards, Dylan J. ;
Valero-Cabre, Antoni ;
Rotenberg, Alexander ;
Pascual-Leone, Alvaro ;
Ferrucci, Roberta ;
Priori, Alberto ;
Boggio, Paulo Sergio ;
Fregni, Felipe .
BRAIN STIMULATION, 2012, 5 (03) :175-195
[5]   Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194
[6]   Validation of finite element model of transcranial electrical stimulation using scalp potentials: implications for clinical dose [J].
Datta, Abhishek ;
Zhou, Xiang ;
Su, Yuzhou ;
Parra, Lucas C. ;
Bikson, Marom .
JOURNAL OF NEURAL ENGINEERING, 2013, 10 (03)
[7]  
Datta Abhishek, 2012, Front Psychiatry, V3, P91, DOI 10.3389/fpsyt.2012.00091
[8]   Gyri-precise head model of transcranial direct current stimulation: Improved spatial focality using a ring electrode versus conventional rectangular pad [J].
Datta, Abhishek ;
Bansal, Varun ;
Diaz, Julian ;
Patel, Jinal ;
Reato, Davide ;
Bikson, Marom .
BRAIN STIMULATION, 2009, 2 (04) :201-207
[9]  
Fischl B, 1999, HUM BRAIN MAPP, V8, P272, DOI 10.1002/(SICI)1097-0193(1999)8:4<272::AID-HBM10>3.0.CO
[10]  
2-4