Literature DB >> 24345389

Optimization of multifocal transcranial current stimulation for weighted cortical pattern targeting from realistic modeling of electric fields.

Giulio Ruffini1, Michael D Fox2, Oscar Ripolles3, Pedro Cavaleiro Miranda4, Alvaro Pascual-Leone5.   

Abstract

Recently, multifocal transcranial current stimulation (tCS) devices using several relatively small electrodes have been used to achieve more focal stimulation of specific cortical targets. However, it is becoming increasingly recognized that many behavioral manifestations of neurological and psychiatric disease are not solely the result of abnormality in one isolated brain region but represent alterations in brain networks. In this paper we describe a method for optimizing the configuration of multifocal tCS for stimulation of brain networks, represented by spatially extended cortical targets. We show how, based on fMRI, PET, EEG or other data specifying a target map on the cortical surface for excitatory, inhibitory or neutral stimulation and a constraint on the maximal number of electrodes, a solution can be produced with the optimal currents and locations of the electrodes. The method described here relies on a fast calculation of multifocal tCS electric fields (including components normal and tangential to the cortical boundaries) using a five layer finite element model of a realistic head. Based on the hypothesis that the effects of current stimulation are to first order due to the interaction of electric fields with populations of elongated cortical neurons, it is argued that the optimization problem for tCS stimulation can be defined in terms of the component of the electric field normal to the cortical surface. Solutions are found using constrained least squares to optimize current intensities, while electrode number and their locations are selected using a genetic algorithm. For direct current tCS (tDCS) applications, we provide some examples of this technique using an available tCS system providing 8 small Ag/AgCl stimulation electrodes. We demonstrate the approach both for localized and spatially extended targets defined using rs-fcMRI and PET data, with clinical applications in stroke and depression. Finally, we extend these ideas to more general stimulation protocols, such as alternating current tCS (tACS).
Copyright © 2013 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Electric fields; Human head model; Multifocal stimulation; NIBS; PET; TES; Targeted stimulation; Transcranial alternating current stimulation; Transcranial direct current stimulation; fMRI; rs-fcMRI; tACS; tCS; tDCS

Mesh:

Year:  2013        PMID: 24345389      PMCID: PMC3944133          DOI: 10.1016/j.neuroimage.2013.12.002

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  43 in total

1.  Deep brain stimulation for treatment-resistant depression.

Authors:  Helen S Mayberg; Andres M Lozano; Valerie Voon; Heather E McNeely; David Seminowicz; Clement Hamani; Jason M Schwalb; Sidney H Kennedy
Journal:  Neuron       Date:  2005-03-03       Impact factor: 17.173

2.  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

Review 3.  Transcranial electrical stimulation (tES - tDCS; tRNS, tACS) methods.

Authors:  Walter Paulus
Journal:  Neuropsychol Rehabil       Date:  2011-08-05       Impact factor: 2.868

Review 4.  Transcranial current brain stimulation (tCS): models and technologies.

Authors:  Giulio Ruffini; Fabrice Wendling; Isabelle Merlet; Behnam Molaee-Ardekani; Abeye Mekonnen; Ricardo Salvador; Aureli Soria-Frisch; Carles Grau; Stephen Dunne; Pedro C Miranda
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2013-05       Impact factor: 3.802

5.  Coupling between neuronal firing, field potentials, and FMRI in human auditory cortex.

Authors:  Roy Mukamel; Hagar Gelbard; Amos Arieli; Uri Hasson; Itzhak Fried; Rafael Malach
Journal:  Science       Date:  2005-08-05       Impact factor: 47.728

6.  Identification of reproducible individualized targets for treatment of depression with TMS based on intrinsic connectivity.

Authors:  Michael D Fox; Hesheng Liu; Alvaro Pascual-Leone
Journal:  Neuroimage       Date:  2012-11-07       Impact factor: 6.556

Review 7.  Measuring and manipulating brain connectivity with resting state functional connectivity magnetic resonance imaging (fcMRI) and transcranial magnetic stimulation (TMS).

Authors:  Michael D Fox; Mark A Halko; Mark C Eldaief; Alvaro Pascual-Leone
Journal:  Neuroimage       Date:  2012-03-19       Impact factor: 6.556

8.  Efficacy of transcranial magnetic stimulation targets for depression is related to intrinsic functional connectivity with the subgenual cingulate.

Authors:  Michael D Fox; Randy L Buckner; Matthew P White; Michael D Greicius; Alvaro Pascual-Leone
Journal:  Biol Psychiatry       Date:  2012-06-01       Impact factor: 13.382

9.  Transcranial direct current stimulation in severe, drug-resistant major depression.

Authors:  R Ferrucci; M Bortolomasi; M Vergari; L Tadini; B Salvoro; M Giacopuzzi; S Barbieri; A Priori
Journal:  J Affect Disord       Date:  2009-03-16       Impact factor: 4.839

Review 10.  The subgenual anterior cingulate cortex in mood disorders.

Authors:  Wayne C Drevets; Jonathan Savitz; Michael Trimble
Journal:  CNS Spectr       Date:  2008-08       Impact factor: 3.790

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  97 in total

1.  Transcranial direct current stimulation of default mode network parietal nodes decreases negative mind-wandering about the past.

Authors:  Tina Chou; Jill M Hooley; Joan A Camprodon
Journal:  Cognit Ther Res       Date:  2019-09-28

2.  tDCS to the left DLPFC modulates cognitive and physiological correlates of executive function in a state-dependent manner.

Authors:  Laura Dubreuil-Vall; Peggy Chau; Giulio Ruffini; Alik S Widge; Joan A Camprodon
Journal:  Brain Stimul       Date:  2019-06-06       Impact factor: 8.955

Review 3.  Low intensity transcranial electric stimulation: Safety, ethical, legal regulatory and application guidelines.

Authors:  A Antal; I Alekseichuk; M Bikson; J Brockmöller; A R Brunoni; R Chen; L G Cohen; G Dowthwaite; J Ellrich; A Flöel; F Fregni; M S George; R Hamilton; J Haueisen; C S Herrmann; F C Hummel; J P Lefaucheur; D Liebetanz; C K Loo; C D McCaig; C Miniussi; P C Miranda; V Moliadze; M A Nitsche; R Nowak; F Padberg; A Pascual-Leone; W Poppendieck; A Priori; S Rossi; P M Rossini; J Rothwell; M A Rueger; G Ruffini; K Schellhorn; H R Siebner; Y Ugawa; A Wexler; U Ziemann; M Hallett; W Paulus
Journal:  Clin Neurophysiol       Date:  2017-06-19       Impact factor: 3.708

4.  Limitations of ex vivo measurements for in vivo neuroscience.

Authors:  Alexander Opitz; Arnaud Falchier; Gary S Linn; Michael P Milham; Charles E Schroeder
Journal:  Proc Natl Acad Sci U S A       Date:  2017-05-01       Impact factor: 11.205

5.  Optimizing Stimulus Patterns for Dense Array tDCS With Fewer Sources Than Electrodes Using A branch and Bound Algorithm.

Authors:  Seyhmus Guler; Moritz Dannhauer; Burak Erem; Rob Macleod; Don Tucker; Sergei Turovets; Phan Luu; Waleed Meleis; Dana H Brooks
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2016-06-16

6.  Resting-state networks link invasive and noninvasive brain stimulation across diverse psychiatric and neurological diseases.

Authors:  Michael D Fox; Randy L Buckner; Hesheng Liu; M Mallar Chakravarty; Andres M Lozano; Alvaro Pascual-Leone
Journal:  Proc Natl Acad Sci U S A       Date:  2014-09-29       Impact factor: 11.205

7.  Polarity-dependent modulation of multi-spectral neuronal activity by transcranial direct current stimulation.

Authors:  Alex I Wiesman; Mackenzie S Mills; Timothy J McDermott; Rachel K Spooner; Nathan M Coolidge; Tony W Wilson
Journal:  Cortex       Date:  2018-09-01       Impact factor: 4.027

8.  Benchmarking transcranial electrical stimulation finite element models: a comparison study.

Authors:  Aprinda Indahlastari; Munish Chauhan; Rosalind J Sadleir
Journal:  J Neural Eng       Date:  2019-01-03       Impact factor: 5.379

9.  Exploring new transcranial electrical stimulation strategies to modulate brain function in animal models.

Authors:  Carlos A Sánchez-León; Álvaro Sánchez-López; Claudia Ammann; Isabel Cordones; Alejandro Carretero-Guillén; Javier Márquez-Ruiz
Journal:  Curr Opin Biomed Eng       Date:  2018-09-12

Review 10.  A technical guide to tDCS, and related non-invasive brain stimulation tools.

Authors:  A J Woods; A Antal; M Bikson; P S Boggio; A R Brunoni; P Celnik; L G Cohen; F Fregni; C S Herrmann; E S Kappenman; H Knotkova; D Liebetanz; C Miniussi; P C Miranda; W Paulus; A Priori; D Reato; C Stagg; N Wenderoth; M A Nitsche
Journal:  Clin Neurophysiol       Date:  2015-11-22       Impact factor: 3.708

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