Literature DB >> 27152752

Optimization of focality and direction in dense electrode array transcranial direct current stimulation (tDCS).

Seyhmus Guler1, Moritz Dannhauer, Burak Erem, Rob Macleod, Don Tucker, Sergei Turovets, Phan Luu, Deniz Erdogmus, Dana H Brooks.   

Abstract

OBJECTIVE: Transcranial direct current stimulation (tDCS) aims to alter brain function non-invasively via electrodes placed on the scalp. Conventional tDCS uses two relatively large patch electrodes to deliver electrical current to the brain region of interest (ROI). Recent studies have shown that using dense arrays containing up to 512 smaller electrodes may increase the precision of targeting ROIs. However, this creates a need for methods to determine effective and safe stimulus patterns as the number of degrees of freedom is much higher with such arrays. Several approaches to this problem have appeared in the literature. In this paper, we describe a new method for calculating optimal electrode stimulus patterns for targeted and directional modulation in dense array tDCS which differs in some important aspects with methods reported to date. APPROACH: We optimize stimulus pattern of dense arrays with fixed electrode placement to maximize the current density in a particular direction in the ROI. We impose a flexible set of safety constraints on the current power in the brain, individual electrode currents, and total injected current, to protect subject safety. The proposed optimization problem is convex and thus efficiently solved using existing optimization software to find unique and globally optimal electrode stimulus patterns. MAIN
RESULTS: Solutions for four anatomical ROIs based on a realistic head model are shown as exemplary results. To illustrate the differences between our approach and previously introduced methods, we compare our method with two of the other leading methods in the literature. We also report on extensive simulations that show the effect of the values chosen for each proposed safety constraint bound on the optimized stimulus patterns. SIGNIFICANCE: The proposed optimization approach employs volume based ROIs, easily adapts to different sets of safety constraints, and takes negligible time to compute. An in-depth comparison study gives insight into the relationship between different objective criteria and optimized stimulus patterns. In addition, the analysis of the interaction between optimized stimulus patterns and safety constraint bounds suggests that more precise current localization in the ROI, with improved safety criterion, may be achieved by careful selection of the constraint bounds.

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Year:  2016        PMID: 27152752      PMCID: PMC5198846          DOI: 10.1088/1741-2560/13/3/036020

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.379


  42 in total

1.  Facilitation of implicit motor learning by weak transcranial direct current stimulation of the primary motor cortex in the human.

Authors:  Michael A Nitsche; Astrid Schauenburg; Nicolas Lang; David Liebetanz; Cornelia Exner; Walter Paulus; Frithjof Tergau
Journal:  J Cogn Neurosci       Date:  2003-05-15       Impact factor: 3.225

2.  Modeling of the human skull in EEG source analysis.

Authors:  Moritz Dannhauer; Benjamin Lanfer; Carsten H Wolters; Thomas R Knösche
Journal:  Hum Brain Mapp       Date:  2010-08-05       Impact factor: 5.038

3.  Treatment of major depression with transcranial direct current stimulation.

Authors:  Felipe Fregni; Paulo S Boggio; Michael A Nitsche; Marco A Marcolin; Sergio P Rigonatti; Alvaro Pascual-Leone
Journal:  Bipolar Disord       Date:  2006-04       Impact factor: 6.744

4.  Determination of optimal electrode positions for transcranial direct current stimulation (tDCS).

Authors:  Chang-Hwan Im; Hui-Hun Jung; Jung-Do Choi; Soo Yeol Lee; Ki-Young Jung
Journal:  Phys Med Biol       Date:  2008-05-19       Impact factor: 3.609

5.  Transcranial direct current stimulation: a computer-based human model study.

Authors:  Tim Wagner; Felipe Fregni; Shirley Fecteau; Alan Grodzinsky; Markus Zahn; Alvaro Pascual-Leone
Journal:  Neuroimage       Date:  2007-02-04       Impact factor: 6.556

6.  Go-no-go task performance improvement after anodal transcranial DC stimulation of the left dorsolateral prefrontal cortex in major depression.

Authors:  Paulo S Boggio; Felix Bermpohl; Adriana O Vergara; Ana L C R Muniz; Fernanda H Nahas; Priscila B Leme; Sergio P Rigonatti; Felipe Fregni
Journal:  J Affect Disord       Date:  2006-12-12       Impact factor: 4.839

7.  Safety aspects of transcranial direct current stimulation concerning healthy subjects and patients.

Authors:  Csaba Poreisz; Klára Boros; Andrea Antal; Walter Paulus
Journal:  Brain Res Bull       Date:  2007-01-24       Impact factor: 4.077

8.  A randomized, double-blind clinical trial on the efficacy of cortical direct current stimulation for the treatment of major depression.

Authors:  Paulo S Boggio; Sergio P Rigonatti; Rafael B Ribeiro; Martin L Myczkowski; Michael A Nitsche; Alvaro Pascual-Leone; Felipe Fregni
Journal:  Int J Neuropsychopharmacol       Date:  2007-06-11       Impact factor: 5.176

9.  Target optimization in transcranial direct current stimulation.

Authors:  Rosalind J Sadleir; Tracy D Vannorsdall; David J Schretlen; Barry Gordon
Journal:  Front Psychiatry       Date:  2012-10-17       Impact factor: 4.157

10.  The role of blood vessels in high-resolution volume conductor head modeling of EEG.

Authors:  L D J Fiederer; J Vorwerk; F Lucka; M Dannhauer; S Yang; M Dümpelmann; A Schulze-Bonhage; A Aertsen; O Speck; C H Wolters; T Ball
Journal:  Neuroimage       Date:  2015-12-31       Impact factor: 6.556

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  13 in total

1.  Computationally optimized ECoG stimulation with local safety constraints.

Authors:  Seyhmus Guler; Moritz Dannhauer; Biel Roig-Solvas; Alexis Gkogkidis; Rob Macleod; Tonio Ball; Jeffrey G Ojemann; Dana H Brooks
Journal:  Neuroimage       Date:  2018-02-07       Impact factor: 6.556

2.  Forward and inverse effects of the complete electrode model in neonatal EEG.

Authors:  S Pursiainen; S Lew; C H Wolters
Journal:  J Neurophysiol       Date:  2016-11-16       Impact factor: 2.714

3.  Multi-channel transorbital electrical stimulation for effective stimulation of posterior retina.

Authors:  Sangjun Lee; Jimin Park; Jinuk Kwon; Dong Hwan Kim; Chang-Hwan Im
Journal:  Sci Rep       Date:  2021-05-07       Impact factor: 4.379

4.  Transcranial Electrical Neuromodulation Based on the Reciprocity Principle.

Authors:  Mariano Fernández-Corazza; Sergei Turovets; Phan Luu; Erik Anderson; Don Tucker
Journal:  Front Psychiatry       Date:  2016-05-27       Impact factor: 4.157

5.  Measurements and models of electric fields in the in vivo human brain during transcranial electric stimulation.

Authors:  Yu Huang; Anli A Liu; Belen Lafon; Daniel Friedman; Michael Dayan; Xiuyuan Wang; Marom Bikson; Werner K Doyle; Orrin Devinsky; Lucas C Parra
Journal:  Elife       Date:  2017-02-07       Impact factor: 8.140

6.  Comparison between conventional and HD-tDCS of the right inferior frontal gyrus in children and adolescents with ADHD.

Authors:  Carolin Breitling; Tino Zaehle; Moritz Dannhauer; Jana Tegelbeckers; Hans-Henning Flechtner; Kerstin Krauel
Journal:  Clin Neurophysiol       Date:  2020-01-24       Impact factor: 3.708

7.  Safety of slow-pulsed transcranial electrical stimulation in acute spike suppression.

Authors:  Mark D Holmes; Rui Feng; Mackenzie V Wise; Chengxin Ma; Ceon Ramon; Jinsong Wu; Phan Luu; Jidong Hou; Li Pan; Don M Tucker
Journal:  Ann Clin Transl Neurol       Date:  2019-11-11       Impact factor: 4.511

Review 8.  Can transcranial electric stimulation with multiple electrodes reach deep targets?

Authors:  Yu Huang; Lucas C Parra
Journal:  Brain Stimul       Date:  2018-09-26       Impact factor: 8.955

9.  Prefrontal tDCS attenuates counterfactual thinking in female individuals prone to self-critical rumination.

Authors:  Jens Allaert; Rudi De Raedt; Frederik M van der Veen; Chris Baeken; Marie-Anne Vanderhasselt
Journal:  Sci Rep       Date:  2021-06-02       Impact factor: 4.379

10.  Individually customized transcranial temporal interference stimulation for focused modulation of deep brain structures: a simulation study with different head models.

Authors:  Sangjun Lee; Chany Lee; Jimin Park; Chang-Hwan Im
Journal:  Sci Rep       Date:  2020-07-16       Impact factor: 4.379

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