Literature DB >> 31039579

Neural predictors of treatment response to brain stimulation and psychological therapy in depression: a double-blind randomized controlled trial.

Camilla L Nord1,2, D Chamith Halahakoon3,4, Tarun Limbachya5, Caroline Charpentier3,6, Níall Lally3,7,8, Vincent Walsh3, Judy Leibowitz5, Stephen Pilling5,9, Jonathan P Roiser3.   

Abstract

Standard depression treatments, including antidepressant medication and cognitive behavioural therapy (CBT), are ineffective for many patients. Prefrontal transcranial direct current stimulation (tDCS) has been proposed as an alternative treatment, but has shown inconsistent efficacy for depression, and its mechanisms are poorly understood. We recruited unmedicated patients with major depressive disorder (N = 71 approached; N = 39 randomised) for a mechanistic, double-blind, randomized controlled trial consisting of eight weekly sessions of prefrontal tDCS administered to the left prefrontal cortex prior to CBT. We probed (1) whether tDCS improved the efficacy of CBT relative to sham stimulation; and (2) whether neural measures predicted clinical response. We found a modest and non-significant effect of tDCS on clinical outcome over and above CBT (active: 50%; sham: 31.6%; odds ratio: 2.16, 95% CI = 0.59-7.99), but a strong relationship, predicted a priori, between baseline activation during a working memory task in the stimulated prefrontal region and symptom improvement. Repeating our analyses of symptom outcome splitting the sample according to this biomarker revealed that tDCS was significantly superior to sham in individuals with high left prefrontal cortex activation at baseline; we also show 86% accuracy in predicting clinical response using this measure. Exploratory analyses revealed several other regions where activation at baseline was associated with subsequent response to CBT, irrespective of tDCS. This mechanistic trial revealed variable, but predictable, clinical effects of prefrontal tDCS combined with CBT for depression. We have discovered a potential explanation for this variability: individual differences in baseline activation of the region stimulated. Such a biomarker could potentially be used to pre-select patients for trials and, eventually, in the clinic.

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Mesh:

Year:  2019        PMID: 31039579      PMCID: PMC6784995          DOI: 10.1038/s41386-019-0401-0

Source DB:  PubMed          Journal:  Neuropsychopharmacology        ISSN: 0893-133X            Impact factor:   7.853


  42 in total

1.  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

2.  A Re-evaluation of the Cognitive Effects From Single-session Transcranial Direct Current Stimulation.

Authors:  Amy R Price; Roy H Hamilton
Journal:  Brain Stimul       Date:  2015-03-30       Impact factor: 8.955

3.  Transcranial direct current stimulation for depression: 3-week, randomised, sham-controlled trial.

Authors:  Colleen K Loo; Angelo Alonzo; Donel Martin; Philip B Mitchell; Veronica Galvez; Perminder Sachdev
Journal:  Br J Psychiatry       Date:  2012-01       Impact factor: 9.319

Review 4.  Transcranial direct current stimulation for major depression: an updated systematic review and meta-analysis.

Authors:  Pedro Shiozawa; Felipe Fregni; Isabela M Benseñor; Paulo A Lotufo; Marcelo T Berlim; Jeff Z Daskalakis; Quirino Cordeiro; André R Brunoni
Journal:  Int J Neuropsychopharmacol       Date:  2014-04-08       Impact factor: 5.176

5.  Concurrent cognitive control training augments the antidepressant efficacy of tDCS: a pilot study.

Authors:  R A Segrave; S Arnold; K Hoy; P B Fitzgerald
Journal:  Brain Stimul       Date:  2013-12-19       Impact factor: 8.955

6.  Enhancing cognitive control components of insight problems solving by anodal tDCS of the left dorsolateral prefrontal cortex.

Authors:  Nili Metuki; Tal Sela; Michal Lavidor
Journal:  Brain Stimul       Date:  2012-03-25       Impact factor: 8.955

7.  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

8.  Widespread modulation of cerebral perfusion induced during and after transcranial direct current stimulation applied to the left dorsolateral prefrontal cortex.

Authors:  Charlotte J Stagg; Richard L Lin; Melvin Mezue; Andrew Segerdahl; Yazhuo Kong; Jingyi Xie; Irene Tracey
Journal:  J Neurosci       Date:  2013-07-10       Impact factor: 6.167

9.  Use of FMRI to predict recovery from unipolar depression with cognitive behavior therapy.

Authors:  Greg J Siegle; Cameron S Carter; Michael E Thase
Journal:  Am J Psychiatry       Date:  2006-04       Impact factor: 19.242

10.  Harnessing electric potential: DLPFC tDCS induces widespread brain perfusion changes.

Authors:  Camilla L Nord; Níall Lally; Caroline J Charpentier
Journal:  Front Syst Neurosci       Date:  2013-11-28
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  11 in total

Review 1.  Device-Based Modulation of Neurocircuits as a Therapeutic for Psychiatric Disorders.

Authors:  Zhi-De Deng; Bruce Luber; Nicholas L Balderston; Melbaliz Velez Afanador; Michelle M Noh; Jeena Thomas; William C Altekruse; Shannon L Exley; Shriya Awasthi; Sarah H Lisanby
Journal:  Annu Rev Pharmacol Toxicol       Date:  2020-01-06       Impact factor: 13.820

Review 2.  Transcranial electric stimulation as a neural interface to gain insight on human brain functions: current knowledge and future perspective.

Authors:  Giulia Galli; Carlo Miniussi; Maria Concetta Pellicciari
Journal:  Soc Cogn Affect Neurosci       Date:  2022-02-03       Impact factor: 3.436

3.  Pleasure, Reward Value, Prediction Error and Anhedonia.

Authors:  Karel Kieslich; Vincent Valton; Jonathan P Roiser
Journal:  Curr Top Behav Neurosci       Date:  2022

4.  The neural basis of hot and cold cognition in depressed patients, unaffected relatives, and low-risk healthy controls: An fMRI investigation.

Authors:  Nord Cl; Halahakoon Dc; Lally N; Limbachya T; Pilling S; Roiser Jp
Journal:  J Affect Disord       Date:  2020-05-21       Impact factor: 4.839

5.  Is transcranial direct current stimulation, alone or in combination with antidepressant medications or psychotherapies, effective in treating major depressive disorder? A systematic review and meta-analysis.

Authors:  Jingying Wang; Huichun Luo; Rasmus Schülke; Xinyi Geng; Barbara J Sahakian; Shouyan Wang
Journal:  BMC Med       Date:  2021-12-17       Impact factor: 8.775

Review 6.  Integrated Behavioral Interventions for Adults with Comorbid Obesity and Depression: a Systematic Review.

Authors:  Nan Lv; Emily A Kringle; Jun Ma
Journal:  Curr Diab Rep       Date:  2022-03-18       Impact factor: 5.430

7.  Prefrontal resting-state connectivity and antidepressant response: no associations in the ELECT-TDCS trial.

Authors:  Daniel Keeser; Lucia Bulubas; Frank Padberg; Eva Mezger; Paulo Suen; Priscila V Bueno; Fabio Duran; Geraldo Busatto; Edson Amaro; Isabela M Benseñor; Paulo A Lotufo; Stephan Goerigk; Wagner Gattaz; Andre R Brunoni
Journal:  Eur Arch Psychiatry Clin Neurosci       Date:  2020-09-02       Impact factor: 5.270

8.  Evidence-Based Guidelines and Secondary Meta-Analysis for the Use of Transcranial Direct Current Stimulation in Neurological and Psychiatric Disorders.

Authors:  Felipe Fregni; Mirret M El-Hagrassy; Kevin Pacheco-Barrios; Sandra Carvalho; Jorge Leite; Marcel Simis; Jerome Brunelin; Ester Miyuki Nakamura-Palacios; Paola Marangolo; Ganesan Venkatasubramanian; Daniel San-Juan; Wolnei Caumo; Marom Bikson; André R Brunoni
Journal:  Int J Neuropsychopharmacol       Date:  2021-04-21       Impact factor: 5.176

9.  Predicting individual clinical trajectories of depression with generative embedding.

Authors:  Stefan Frässle; Andre F Marquand; Lianne Schmaal; Richard Dinga; Dick J Veltman; Nic J A van der Wee; Marie-José van Tol; Dario Schöbi; Brenda W J H Penninx; Klaas E Stephan
Journal:  Neuroimage Clin       Date:  2020-02-17       Impact factor: 4.881

10.  Low-frequency parietal repetitive transcranial magnetic stimulation reduces fear and anxiety.

Authors:  Nicholas L Balderston; Emily M Beydler; Madeline Goodwin; Zhi-De Deng; Thomas Radman; Bruce Luber; Sarah H Lisanby; Monique Ernst; Christian Grillon
Journal:  Transl Psychiatry       Date:  2020-02-17       Impact factor: 6.222

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