Literature DB >> 32279145

Association between tDCS computational modeling and clinical outcomes in depression: data from the ELECT-TDCS trial.

Paulo J C Suen1, Sarah Doll2, Marcelo C Batistuzzo1, Geraldo Busatto3, Lais B Razza4, Frank Padberg5, Eva Mezger5, Lucia Bulubas5,6, Daniel Keeser5,7, Zhi-De Deng8,9, Andre R Brunoni10,11.   

Abstract

Transcranial direct current stimulation (tDCS) is a non-invasive brain stimulation intervention investigated for the treatment of depression. Clinical results have been heterogeneous, partly due to the variability of electric field (EF) strength in the brain owing to interindividual differences in head anatomy. Therefore, we investigated whether EF strength was correlated with behavioral changes in 16 depressed patients using simulated electric fields in real patient data from a controlled clinical trial. We hypothesized that EF strength in the dorsolateral prefrontal cortex (DLPFC) and anterior cingulate cortex (ACC), brain regions implicated in depression pathophysiology, would be associated with changes in depression, mood and anxiety scores. SimNIBS were used to simulate individual electric fields based on the MRI structural T1-weighted brain scans of depressed subjects. Linear regression models showed, at the end of the acute treatment phase, that simulated EF strength was inversely associated with negative affect in the bilateral ACC (left: β = - 160.463, CI [- 291.541, - 29.385], p = 0.021; right: β = - 189.194, CI [- 289.479, - 88.910], p = 0.001) and DLPFC (left: β = - 93.210, CI [- 154.960, - 31.461], p = 0.006; right: β = - 82.564, CI [- 142.867, - 22.262], p = 0.011) and with depression scores in the left ACC (β = - 156.91, CI [- 298.51, - 15.30], p = 0.033). No association between positive affect or anxiety scores, and simulated EF strength in the investigated brain regions was found. To conclude, our findings show preliminary evidence that EF strength simulations might be associated with further behavioral changes in depressed patients, unveiling a potential mechanism of action for tDCS. Further studies should investigate whether individualization of EF strength in key brain regions impact clinical response.

Entities:  

Keywords:  Depression; Electric field modeling; General linear models; Major depressive disorder; SimNIBS; Transcranial direct current stimulation; tDCS modeling

Mesh:

Year:  2020        PMID: 32279145      PMCID: PMC8100980          DOI: 10.1007/s00406-020-01127-w

Source DB:  PubMed          Journal:  Eur Arch Psychiatry Clin Neurosci        ISSN: 0940-1334            Impact factor:   5.270


  42 in total

1.  The Pursuit of DLPFC: Non-neuronavigated Methods to Target the Left Dorsolateral Pre-frontal Cortex With Symmetric Bicephalic Transcranial Direct Current Stimulation (tDCS).

Authors:  Ole Seibt; Andre R Brunoni; Yu Huang; Marom Bikson
Journal:  Brain Stimul       Date:  2015-01-16       Impact factor: 8.955

2.  Determinants of the electric field during transcranial direct current stimulation.

Authors:  Alexander Opitz; Walter Paulus; Susanne Will; Andre Antunes; Axel Thielscher
Journal:  Neuroimage       Date:  2015-01-19       Impact factor: 6.556

3.  Noninvasive Brain Stimulation for Depression - The Devil Is in the Dosing.

Authors:  Sarah H Lisanby
Journal:  N Engl J Med       Date:  2017-06-29       Impact factor: 91.245

4.  Nonlinear dose-dependent impact of D1 receptor activation on motor cortex plasticity in humans.

Authors:  Shane Fresnoza; Walter Paulus; Michael A Nitsche; Min-Fang Kuo
Journal:  J Neurosci       Date:  2014-02-12       Impact factor: 6.167

Review 5.  Transcranial Direct Current Stimulation in Psychiatric Disorders: A Comprehensive Review.

Authors:  Adriano H Moffa; Andre R Brunoni; Stevan Nikolin; Colleen K Loo
Journal:  Psychiatr Clin North Am       Date:  2018-09

6.  Antidepressant effects of tDCS are associated with prefrontal gray matter volumes at baseline: Evidence from the ELECT-TDCS trial.

Authors:  Lucia Bulubas; Frank Padberg; Priscila V Bueno; Fabio Duran; Geraldo Busatto; Edson Amaro; Isabela M Benseñor; Paulo A Lotufo; Stephan Goerigk; Wagner Gattaz; Daniel Keeser; Andre R Brunoni
Journal:  Brain Stimul       Date:  2019-05-08       Impact factor: 8.955

Review 7.  Clinical research with transcranial direct current stimulation (tDCS): challenges and future directions.

Authors:  Andre Russowsky Brunoni; Michael A Nitsche; Nadia Bolognini; Marom Bikson; Tim Wagner; Lotfi Merabet; Dylan J Edwards; Antoni Valero-Cabre; Alexander Rotenberg; Alvaro Pascual-Leone; Roberta Ferrucci; Alberto Priori; Paulo Sergio Boggio; Felipe Fregni
Journal:  Brain Stimul       Date:  2011-04-01       Impact factor: 8.955

8.  Trial of Electrical Direct-Current Therapy versus Escitalopram for Depression.

Authors:  Andre R Brunoni; Adriano H Moffa; Bernardo Sampaio-Junior; Lucas Borrione; Marina L Moreno; Raquel A Fernandes; Beatriz P Veronezi; Barbara S Nogueira; Luana V M Aparicio; Lais B Razza; Renan Chamorro; Luara C Tort; Renerio Fraguas; Paulo A Lotufo; Wagner F Gattaz; Felipe Fregni; Isabela M Benseñor
Journal:  N Engl J Med       Date:  2017-06-29       Impact factor: 91.245

9.  Transcranial direct current stimulation effects on I-wave activity in humans.

Authors:  Nicolas Lang; Michael A Nitsche; Michele Dileone; Paolo Mazzone; Javier De Andrés-Arés; Luis Diaz-Jara; Walter Paulus; Vincenzo Di Lazzaro; Antonio Oliviero
Journal:  J Neurophysiol       Date:  2011-03-23       Impact factor: 2.714

10.  International randomized-controlled trial of transcranial Direct Current Stimulation in depression.

Authors:  Colleen K Loo; Mustafa M Husain; William M McDonald; Scott Aaronson; John P O'Reardon; Angelo Alonzo; Cynthia Shannon Weickert; Donel M Martin; Shawn M McClintock; Adith Mohan; Sarah H Lisanby
Journal:  Brain Stimul       Date:  2017-10-27       Impact factor: 8.955

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  7 in total

Review 1.  Personalized tDCS for Focal Epilepsy-A Narrative Review: A Data-Driven Workflow Based on Imaging and EEG Data.

Authors:  Steven Beumer; Paul Boon; Debby C W Klooster; Raymond van Ee; Evelien Carrette; Maarten M Paulides; Rob M C Mestrom
Journal:  Brain Sci       Date:  2022-05-07

2.  Estimation of individually induced e-field strength during transcranial electric stimulation using the head circumference.

Authors:  Daria Antonenko; Ulrike Grittner; Oula Puonti; Agnes Flöel; Axel Thielscher
Journal:  Brain Stimul       Date:  2021-07-08       Impact factor: 9.184

3.  Combined effects of theta-burst stimulation with transcranial direct current stimulation of the prefrontal cortex: study protocol of a randomized, double-blinded, sham-controlled trial using 99mTc-ECD SPECT.

Authors:  Laís B Razza; Carlos A Buchpiguel; Stefanie De Smet; Izio Klein; Chris Baeken; Ricardo Galhardoni; Marie-Anne Vanderhasselt; André R Brunoni
Journal:  Trends Psychiatry Psychother       Date:  2021-02-24

4.  Differences in electric field strength between clinical and non-clinical populations induced by prefrontal tDCS: A cross-diagnostic, individual MRI-based modeling study.

Authors:  Yuki Mizutani-Tiebel; Shun Takahashi; Temmuz Karali; Eva Mezger; Lucia Bulubas; Irina Papazova; Esther Dechantsreiter; Sophia Stoecklein; Boris Papazov; Axel Thielscher; Frank Padberg; Daniel Keeser
Journal:  Neuroimage Clin       Date:  2022-04-16       Impact factor: 4.891

5.  Transcranial direct current stimulation versus intermittent theta-burst stimulation for the improvement of working memory performance.

Authors:  Lais B Razza; Matthias S Luethi; Tamires Zanão; Stefanie De Smet; Carlos Buchpiguel; Geraldo Busatto; Juliana Pereira; Izio Klein; Mitchel Kappen; Marina Moreno; Chris Baeken; Marie-Anne Vanderhasselt; André R Brunoni
Journal:  Int J Clin Health Psychol       Date:  2022-09-12

Review 6.  Noninvasive neuromodulation of the prefrontal cortex in mental health disorders.

Authors:  William T Regenold; Zhi-De Deng; Sarah H Lisanby
Journal:  Neuropsychopharmacology       Date:  2021-07-16       Impact factor: 7.853

7.  Machine learning and individual variability in electric field characteristics predict tDCS treatment response.

Authors:  Alejandro Albizu; Ruogu Fang; Aprinda Indahlastari; Andrew O'Shea; Skylar E Stolte; Kyle B See; Emanuel M Boutzoukas; Jessica N Kraft; Nicole R Nissim; Adam J Woods
Journal:  Brain Stimul       Date:  2020-10-10       Impact factor: 8.955

  7 in total

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