Focality-oriented selection of current dose for transcranial direct current stimulation

Background: In transcranial direct current stimulation (tDCS), the injected current becomes distributed across the brain areas. The objective is to stimulate the target region of interest (ROI) while minimizing the current in non-target ROIs (the 'focality' of tDCS). For this purpose, dete...

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Main Authors: Kashyap, Rajan, Bhattacharjee, Sagarika, Arumugam, Ramaswamy, Bharath, Rose Dawn, Udupa, Kaviraja, Oishi, Kenichi, Desmond, John E., Chen, Annabel Shen-Hsing, Guan, Cuntai
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
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Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/153898
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spelling sg-ntu-dr.10356-1538982022-01-07T01:31:14Z Focality-oriented selection of current dose for transcranial direct current stimulation Kashyap, Rajan Bhattacharjee, Sagarika Arumugam, Ramaswamy Bharath, Rose Dawn Udupa, Kaviraja Oishi, Kenichi Desmond, John E. Chen, Annabel Shen-Hsing Guan, Cuntai Lee Kong Chian School of Medicine (LKCMedicine) School of Computer Science and Engineering School of Social Sciences Centre for Research and Development in Learning (CRADLE) Science::Medicine Transcranial Direct Current Stimulation Realistic Volumetric Approach-Based Simulator For Transcranial Electric Stimulation Background: In transcranial direct current stimulation (tDCS), the injected current becomes distributed across the brain areas. The objective is to stimulate the target region of interest (ROI) while minimizing the current in non-target ROIs (the 'focality' of tDCS). For this purpose, determining the appropriate current dose for an individual is difficult. Aim: To introduce a dose-target determination index (DTDI) to quantify the focality of tDCS and examine the dose-focality relationship in three different populations. Method: Here, we extended our previous toolbox i-SATA to the MNI reference space. After a tDCS montage is simulated for a current dose, the i-SATA(MNI) computes the average (over voxels) current density for every region in the brain. DTDI is the ratio of the average current density at the target ROI to the ROI with a maximum value (the peak region). Ideally, target ROI should be the peak region, so DTDI shall range from 0 to 1. The higher the value, the better the dose. We estimated the variation of DTDI within and across individuals using T1-weighted brain images of 45 males and females distributed equally across three age groups: (a) young adults (20 ≤ x ˂ 40 years), (b) mid adults (40 ≤ x ˂ 60 years), and (c) older adults (60 ≤ x ˂ 80 years). DTDI's were evaluated for the frontal montage with electrodes at F3 and the right supraorbital for three current doses of 1 mA, 2 mA, and 3 mA, with the target ROI at the left middle frontal gyrus. Result: As the dose is incremented, DTDI may show (a) increase, (b) decrease, and (c) no change across the individuals depending on the relationship (nonlinear or linear) between the injected tDCS current and the distribution of current density in the target ROI. The nonlinearity is predominant in older adults with a decrease in focality. The decline is stronger in males. Higher current dose at older age can enhance the focality of stimulation. Conclusion: DTDI provides information on which tDCS current dose will optimize the focality of stimulation. The recommended DTDI dose should be prioritized based on the age (>40 years) and sex (especially for males) of an individual. The toolbox i-SATA(MNI) is freely available. Agency for Science, Technology and Research (A*STAR) Published version The work is funded by the grant RIE2020 AME Programmatic Fund, Singapore (No. A20G8b0102). 2022-01-07T01:31:13Z 2022-01-07T01:31:13Z 2021 Journal Article Kashyap, R., Bhattacharjee, S., Arumugam, R., Bharath, R. D., Udupa, K., Oishi, K., Desmond, J. E., Chen, A. S. & Guan, C. (2021). Focality-oriented selection of current dose for transcranial direct current stimulation. Journal of Personalized Medicine, 11(9), 940-. https://dx.doi.org/10.3390/jpm11090940 2075-4426 https://hdl.handle.net/10356/153898 10.3390/jpm11090940 34575717 2-s2.0-85115831367 9 11 940 en RIE2020 A20G8b0102) Journal of Personalized Medicine © 2021 The Author(s). Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Medicine
Transcranial Direct Current Stimulation
Realistic Volumetric Approach-Based Simulator For Transcranial Electric Stimulation
spellingShingle Science::Medicine
Transcranial Direct Current Stimulation
Realistic Volumetric Approach-Based Simulator For Transcranial Electric Stimulation
Kashyap, Rajan
Bhattacharjee, Sagarika
Arumugam, Ramaswamy
Bharath, Rose Dawn
Udupa, Kaviraja
Oishi, Kenichi
Desmond, John E.
Chen, Annabel Shen-Hsing
Guan, Cuntai
Focality-oriented selection of current dose for transcranial direct current stimulation
description Background: In transcranial direct current stimulation (tDCS), the injected current becomes distributed across the brain areas. The objective is to stimulate the target region of interest (ROI) while minimizing the current in non-target ROIs (the 'focality' of tDCS). For this purpose, determining the appropriate current dose for an individual is difficult. Aim: To introduce a dose-target determination index (DTDI) to quantify the focality of tDCS and examine the dose-focality relationship in three different populations. Method: Here, we extended our previous toolbox i-SATA to the MNI reference space. After a tDCS montage is simulated for a current dose, the i-SATA(MNI) computes the average (over voxels) current density for every region in the brain. DTDI is the ratio of the average current density at the target ROI to the ROI with a maximum value (the peak region). Ideally, target ROI should be the peak region, so DTDI shall range from 0 to 1. The higher the value, the better the dose. We estimated the variation of DTDI within and across individuals using T1-weighted brain images of 45 males and females distributed equally across three age groups: (a) young adults (20 ≤ x ˂ 40 years), (b) mid adults (40 ≤ x ˂ 60 years), and (c) older adults (60 ≤ x ˂ 80 years). DTDI's were evaluated for the frontal montage with electrodes at F3 and the right supraorbital for three current doses of 1 mA, 2 mA, and 3 mA, with the target ROI at the left middle frontal gyrus. Result: As the dose is incremented, DTDI may show (a) increase, (b) decrease, and (c) no change across the individuals depending on the relationship (nonlinear or linear) between the injected tDCS current and the distribution of current density in the target ROI. The nonlinearity is predominant in older adults with a decrease in focality. The decline is stronger in males. Higher current dose at older age can enhance the focality of stimulation. Conclusion: DTDI provides information on which tDCS current dose will optimize the focality of stimulation. The recommended DTDI dose should be prioritized based on the age (>40 years) and sex (especially for males) of an individual. The toolbox i-SATA(MNI) is freely available.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Kashyap, Rajan
Bhattacharjee, Sagarika
Arumugam, Ramaswamy
Bharath, Rose Dawn
Udupa, Kaviraja
Oishi, Kenichi
Desmond, John E.
Chen, Annabel Shen-Hsing
Guan, Cuntai
format Article
author Kashyap, Rajan
Bhattacharjee, Sagarika
Arumugam, Ramaswamy
Bharath, Rose Dawn
Udupa, Kaviraja
Oishi, Kenichi
Desmond, John E.
Chen, Annabel Shen-Hsing
Guan, Cuntai
author_sort Kashyap, Rajan
title Focality-oriented selection of current dose for transcranial direct current stimulation
title_short Focality-oriented selection of current dose for transcranial direct current stimulation
title_full Focality-oriented selection of current dose for transcranial direct current stimulation
title_fullStr Focality-oriented selection of current dose for transcranial direct current stimulation
title_full_unstemmed Focality-oriented selection of current dose for transcranial direct current stimulation
title_sort focality-oriented selection of current dose for transcranial direct current stimulation
publishDate 2022
url https://hdl.handle.net/10356/153898
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