Determination of optimal injection current pattern for multichannel transcranial electrical stimulation without individual MRI using multiple head models

被引:2
作者
Lee, Sangjun [1 ,2 ]
Park, Jimin [1 ]
Lee, Chany [3 ]
Ahn, Jeongyeol [4 ]
Ryu, Juhyoung [4 ]
Lee, Sang-Hun [4 ]
Im, Chang-Hwan [1 ,2 ,5 ]
机构
[1] Hanyang Univ, Dept Elect Engn, Seoul, South Korea
[2] Hanyang Univ, Dept Biomed Engn, Seoul, South Korea
[3] Korea Brain Res Inst, Cognit Sci Res Grp, Daegu, South Korea
[4] Seoul Natl Univ, Dept Brain & Cognit Sci, Seoul, South Korea
[5] Hanyang Univ, Dept Biomed Engn, 222 Wangsimni Ro, Seoul 04763, South Korea
基金
新加坡国家研究基金会;
关键词
Multichannel transcranial electrical stimulation; Multiple head models; Optimization; Finite element method; Stimulation focality; ELECTRODE POSITION; TDCS; FIELDS; SAFETY; MOTOR;
D O I
10.1016/j.cmpb.2023.107878
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Background and Objective: Multichannel transcranial electrical stimulation (tES) is widely used to achieve improved stimulation focality. In the multichannel tES, the injection current pattern is generally determined through an optimization process with a finite element (FE) head model extracted from individual magnetic resonance images (MRIs). Although using an individual head model ensures the best outcome, acquiring MRIs of individual subjects in many practical applications is often difficult. Alternatively, a standard head model can be used to determine the optimal injection current pattern to stimulate a specific target; however, this may result in a relatively inaccurate delivery of stimulation current owing to the difference in individual anatomical structures. To address this issue, we propose a new approach for determining the injection current pattern using multiple head models, which can improve the stimulation focality compared to that achieved with a single standard head model. Methods: Twenty FE head models were used to optimize the injection current patterns to stimulate three cortical regions that are widely considered targets for tES. The individual injection current patterns were then averaged to obtain each target's mean injection current pattern. The stimulation focality for each target was then calculated by applying different current patterns (the mean current, individual current, and current from a standard model). Results: Our results showed that the stimulation focality obtained using the mean injection current pattern was significantly higher than that obtained using the injection current pattern from a standard head model. Additionally, our results demonstrated that a minimum of 13 head models are required to determine mean current pattern, allowing for a higher stimulation focality than when using the current from a standard head model. Conclusions: Hence, using multiple head models can provide a viable solution for improving the stimulation efficacy of multichannel tES when individual MRIs are not available.
引用
收藏
页数:7
相关论文
共 40 条
[11]   Unification of optimal targeting methods in transcranial electrical stimulation [J].
Fernandez-Corazza, Mariano ;
Turovets, Sergei ;
Horacio Muravchik, Carlos .
NEUROIMAGE, 2020, 209
[12]   Transcranial Electrical Neuromodulation Based on the Reciprocity Principle [J].
Fernandez-Corazza, Mariano ;
Turovets, Sergei ;
Luu, Phan ;
Anderson, Erik ;
Tucker, Don .
FRONTIERS IN PSYCHIATRY, 2016, 7
[13]  
Grant M., 2020, CVX: MATLAB Software for Disciplined Convex Programming
[14]   Optimization of focality and direction in dense electrode array transcranial direct current stimulation (tDCS) [J].
Guler, Seyhmus ;
Dannhauer, Moritz ;
Erem, Burak ;
Macleod, Rob ;
Tucker, Don ;
Turovets, Sergei ;
Phan Luu ;
Erdogmus, Deniz ;
Brooks, Dana H. .
JOURNAL OF NEURAL ENGINEERING, 2016, 13 (03)
[15]   Safety Aspects, Tolerability and Modeling of Retinofugal Alternating Current Stimulation [J].
Haberbosch, Linus ;
Datta, Abhishek ;
Thomas, Chris ;
Jooss, Andreas ;
Koehn, Arvid ;
Roennefarth, Maria ;
Scholz, Michael ;
Brandt, Stephan A. ;
Schmidt, Sein .
FRONTIERS IN NEUROSCIENCE, 2019, 13
[16]   Effects of single versus dual-site High-Definition transcranial direct current stimulation (HD-tDCS) on cortical reactivity and working memory performance in healthy subjects [J].
Hill, Aron T. ;
Rogasch, Nigel C. ;
Fitzgerald, Paul B. ;
Hoy, Kate E. .
BRAIN STIMULATION, 2018, 11 (05) :1033-1043
[17]  
Jung YJ, 2013, BIOMED ENG LETT, V3, P39
[18]   Can electric fields explain inter-individual variability in transcranial direct current stimulation of the motor cortex? [J].
Laakso, Ilkka ;
Mikkonen, Marko ;
Koyama, Soichiro ;
Hirata, Akimasa ;
Tanaka, Satoshi .
SCIENTIFIC REPORTS, 2019, 9 (1)
[19]   Electric fields of motor and frontal tDCS in a standard brain space: A computer simulation study [J].
Laakso, Ilkka ;
Tanaka, Satoshi ;
Mikkonen, Marko ;
Koyama, Soichiro ;
Sadato, Norihiro ;
Hirata, Akimasa .
NEUROIMAGE, 2016, 137 :140-151
[20]   Inter-subject Variability in Electric Fields of Motor Cortical tDCS [J].
Laakso, Ilkka ;
Tanaka, Satoshi ;
Koyama, Soichiro ;
De Santis, Valerio ;
Hirata, Akimasa .
BRAIN STIMULATION, 2015, 8 (05) :906-913