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Albizu A, Indahlastari A, Suen P, Huang Z, Waner JL, Stolte SE, Fang R, Brunoni AR, Woods AJ. Machine learning-optimized non-invasive brain stimulation and treatment response classification for major depression. Bioelectron Med 2024; 10:25. [PMID: 39473014 PMCID: PMC11524011 DOI: 10.1186/s42234-024-00157-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 09/30/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND/OBJECTIVES Transcranial direct current stimulation (tDCS) is a non-invasive brain stimulation intervention that shows promise as a potential treatment for depression. However, the clinical efficacy of tDCS varies, possibly due to individual differences in head anatomy affecting tDCS dosage. While functional changes in brain activity are more commonly reported in major depressive disorder (MDD), some studies suggest that subtle macroscopic structural differences, such as cortical thickness or brain volume reductions, may occur in MDD and could influence tDCS electric field (E-field) distributions. Therefore, accounting for individual anatomical differences may provide a pathway to optimize functional gains in MDD by formulating personalized tDCS dosage. METHODS To address the dosing variability of tDCS, we examined a subsample of sixteen active-tDCS participants' data from the larger ELECT clinical trial (NCT01894815). With this dataset, individualized neuroimaging-derived computational models of tDCS current were generated for (1) classifying treatment response, (2) elucidating essential stimulation features associated with treatment response, and (3) computing a personalized dose of tDCS to maximize the likelihood of treatment response in MDD. RESULTS In the ELECT trial, tDCS was superior to placebo (3.2 points [95% CI, 0.7 to 5.5; P = 0.01]). Our algorithm achieved over 90% overall accuracy in classifying treatment responders from the active-tDCS group (AUC = 0.90, F1 = 0.92, MCC = 0.79). Computed precision doses also achieved an average response likelihood of 99.981% and decreased dosing variability by 91.9%. CONCLUSION These findings support our previously developed precision-dosing method for a new application in psychiatry by optimizing the statistical likelihood of tDCS treatment response in MDD.
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Affiliation(s)
- Alejandro Albizu
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, USA
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, USA
| | - Aprinda Indahlastari
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, 1225 Center Drive, PO Box 100165, Gainesville, FL, 32610-0165, USA
| | - Paulo Suen
- Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brasil
| | - Ziqian Huang
- Department of Electrical and Computer Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, USA
| | - Jori L Waner
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, 1225 Center Drive, PO Box 100165, Gainesville, FL, 32610-0165, USA
| | - Skylar E Stolte
- J. Crayton Pruitt Family Department of Biomedical Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, USA
| | - Ruogu Fang
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, USA
- J. Crayton Pruitt Family Department of Biomedical Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, USA
- Department of Electrical and Computer Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, USA
| | - Andre R Brunoni
- Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brasil
| | - Adam J Woods
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, USA.
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, USA.
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, 1225 Center Drive, PO Box 100165, Gainesville, FL, 32610-0165, USA.
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Lee SH, Kim YK. Application of Transcranial Direct and Alternating Current Stimulation (tDCS and tACS) on Major Depressive Disorder. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1456:129-143. [PMID: 39261427 DOI: 10.1007/978-981-97-4402-2_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
The exploration of brain stimulation methods offers a promising avenue to overcome the shortcomings of traditional drug therapies and psychological treatments for major depressive disorder (MDD). Over the past years, there has been an increasing focus on transcranial electrical stimulation (tES), notably for its ease of use and potentially fewer side effects. This chapter delves into the use of transcranial direct current stimulation (tDCS) and transcranial alternating current stimulation (tACS), which are key components of tES, in managing depression. It begins by introducing tDCS and tACS, summarizing their action mechanisms. Following this introduction, the chapter provides an in-depth analysis of existing meta-analyses, systematic reviews, clinical studies, and case reports that have applied tES in MDD treatment. It also considers the role of tES in personalized medicine by looking at specific patient groups and evaluating research on possible biomarkers that could predict how patients with MDD respond to tES therapy.
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Affiliation(s)
- Seung-Hoon Lee
- Department of Psychiatry, Korea University College of Medicine, Seoul, Republic of Korea
| | - Yong-Ku Kim
- Department of Psychiatry, Korea University College of Medicine, Seoul, Republic of Korea.
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Zanao TA, Luethi MS, Goerigk S, Suen P, Diaz AP, Soares JC, Brunoni AR. White matter predicts tDCS antidepressant effects in a sham-controlled clinical trial study. Eur Arch Psychiatry Clin Neurosci 2023; 273:1421-1431. [PMID: 36336757 DOI: 10.1007/s00406-022-01504-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 10/14/2022] [Indexed: 11/09/2022]
Abstract
Transcranial direct current stimulation (tDCS) has been used as treatment for depression, but its effects are heterogeneous. We investigated, in a subsample of the clinical trial Escitalopram versus Electrical Direct Current Therapy for Depression Study (ELECTTDCS), whether white matter areas associated with depression disorder were associated with tDCS response. Baseline diffusion tensor imaging data were analyzed from 49 patients (34 females, mean age 41.9) randomized to escitalopram 20 mg/day, tDCS (2 mA, 30 min, 22 sessions), or placebo. Antidepressant outcomes were assessed by Hamilton Depression Rating Scale-17 (HDRS) after 10-week treatment. We used whole-brain tractography for extracting white matter measures for anterior corpus callosum, and bilaterally for cingulum bundle, striato-frontal, inferior occipito-frontal fasciculus and uncinate. For the rostral body, tDCS group showed higher MD associated with antidepressant effects (estimate = -5.13 ± 1.64, p = 0.002), and tDCS significantly differed from the placebo and the escitalopram group. The left striato-frontal tract showed higher FA associated with antidepressant effects (estimate = -2.14 ± 0.72, p = 0.003), and tDCS differed only from the placebo group. For the right uncinate, the tDCS group lower AD values were associated with higher HDRS decrease (estimate = -1.45 ± 0.67, p = 0.031). Abnormalities in white matter MDD-related areas are associated with tDCS antidepressant effects. Suggested better white matter microstructure of the left prefrontal cortex was associated with tDCS antidepressant effects. Future studies should investigate whether these findings are driven by electric field diffusion and density in these areas.
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Affiliation(s)
- Tamires A Zanao
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Matthias S Luethi
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Stephan Goerigk
- Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, Laboratory of Neurosciences LIM-27), São Paulo, Brazil
- Department of Psychological Methodology and Assessment, LMU Munich, Munich, Germany
| | - Paulo Suen
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Alexandre P Diaz
- Hochschule Fresenius, University of Applied Sciences, Munich, Germany
| | - Jair C Soares
- Hochschule Fresenius, University of Applied Sciences, Munich, Germany
| | - Andre R Brunoni
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
- Hospital Universitário, Departamento de Clínica Médica, Faculdade de Medicina da USP, São Paulo, Brazil.
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4
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Khadka N, Poon C, Cancel LM, Tarbell JM, Bikson M. Multi-scale multi-physics model of brain interstitial water flux by transcranial Direct Current Stimulation. J Neural Eng 2023; 20:10.1088/1741-2552/ace4f4. [PMID: 37413982 PMCID: PMC10996349 DOI: 10.1088/1741-2552/ace4f4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 07/06/2023] [Indexed: 07/08/2023]
Abstract
Objective. Transcranial direct current stimulation (tDCS) generates sustained electric fields in the brain, that may be amplified when crossing capillary walls (across blood-brain barrier, BBB). Electric fields across the BBB may generate fluid flow by electroosmosis. We consider that tDCS may thus enhance interstitial fluid flow.Approach. We developed a modeling pipeline novel in both (1) spanning the mm (head),μm (capillary network), and then nm (down to BBB tight junction (TJ)) scales; and (2) coupling electric current flow to fluid current flow across these scales. Electroosmotic coupling was parametrized based on prior measures of fluid flow across isolated BBB layers. Electric field amplification across the BBB in a realistic capillary network was converted to volumetric fluid exchange.Main results. The ultrastructure of the BBB results in peak electric fields (per mA of applied current) of 32-63Vm-1across capillary wall and >1150Vm-1in TJs (contrasted with 0.3Vm-1in parenchyma). Based on an electroosmotic coupling of 1.0 × 10-9- 5.6 × 10-10m3s-1m2perVm-1, peak water fluxes across the BBB are 2.44 × 10-10- 6.94 × 10-10m3s-1m2, with a peak 1.5 × 10-4- 5.6 × 10-4m3min-1m3interstitial water exchange (per mA).Significance. Using this pipeline, the fluid exchange rate per each brain voxel can be predicted for any tDCS dose (electrode montage, current) or anatomy. Under experimentally constrained tissue properties, we predicted tDCS produces a fluid exchange rate comparable to endogenous flow, so doubling fluid exchange with further local flow rate hot spots ('jets'). The validation and implication of such tDCS brain 'flushing' is important to establish.
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Affiliation(s)
| | - Cynthia Poon
- Department of Biomedical Engineering, The City College of New York, CUNY, New York, United States of America
| | - Limary M Cancel
- Department of Biomedical Engineering, The City College of New York, CUNY, New York, United States of America
| | - John M Tarbell
- Department of Biomedical Engineering, The City College of New York, CUNY, New York, United States of America
| | - Marom Bikson
- Department of Biomedical Engineering, The City College of New York, CUNY, New York, United States of America
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Önal HT, Yetkin D, Ayaz F. Escitalopram's inflammatory effect on the mammalian macrophages and its intracellular mechanism of action. Prog Neuropsychopharmacol Biol Psychiatry 2023; 125:110762. [PMID: 37031947 DOI: 10.1016/j.pnpbp.2023.110762] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 03/29/2023] [Accepted: 04/06/2023] [Indexed: 04/11/2023]
Abstract
The majority of patients with depression are treated with antidepressant drugs that are in the serotonin reuptake inhibitor (SSRI) group. Different studies have been conducted on the effect of treatment with antidepressants on the level of pro-inflammatory cytokines. There have been studies on the effects of escitalopram, an SSRI group antidepressant, on the pro-inflammatory cytokine levels both in vivo and in vitro. The results of these studies do not overlap and therefore the escitalopram's effect on the immune system should be studied in more depth. In this study, we aimed to examine, in detail, the cytokine production amount by escitalopram treatment of the J774.2 macrophage cells and its intracellular mechanism of action by examining the PI3K and p38 pathways. As a result of our study, we observed that Escitalopram caused a significant increase in TNF-α, IL-6, and GM-CSF levels in mammalian macrophage cells, but did not induce IL-12p40 production. We observed that the p38 and PI3K pathways play a role in inflammation in the presence of Escitalopram.
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Affiliation(s)
- Harika Topal Önal
- Medical Laboratory Techniques, Vocational School of Health Services, Toros University, Mersin, Turkey.
| | - Derya Yetkin
- Mersin University Advanced Technology Education Research and Application Center, Mersin, Turkey
| | - Furkan Ayaz
- Science Institute, Faculty of Arts and Science, Department of Biotechnology, Mersin University, Mersin, Turkey; Mersin University Biotechnology Research and Application Center, Mersin University, Mersin, Turkey.
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6
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Barra A, Monti M, Thibaut A. Noninvasive Brain Stimulation Therapies to Promote Recovery of Consciousness: Where We Are and Where We Should Go. Semin Neurol 2022; 42:348-362. [PMID: 36100229 DOI: 10.1055/s-0042-1755562] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Therapeutic options for patients with disorders of consciousness (DoC) are still underexplored. Noninvasive brain stimulation (NIBS) techniques modulate neural activity of targeted brain areas and hold promise for the treatment of patients with DoC. In this review, we provide a summary of published research using NIBS as therapeutic intervention for DoC patients, with a focus on (but not limited to) randomized controlled trials (RCT). We aim to identify current challenges and knowledge gaps specific to NIBS research in DoC. Furthermore, we propose possible solutions and perspectives for this field. Thus far, the most studied technique remains transcranial electrical stimulation; however, its effect remains moderate. The identified key points that NIBS researchers should focus on in future studies are (1) the lack of large-scale RCTs; (2) the importance of identifying the endotypes of responders; and (3) the optimization of stimulation parameters to maximize the benefits of NIBS.
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Affiliation(s)
- Alice Barra
- Coma Science Group, GIGA Consciousness - GIGA Research, University of Liège, Liège, Belgium.,Centre du Cerveau, University Hospital of Liège, Liège, Belgium
| | - Martin Monti
- Department of Psychology, University of California Los Angeles, Los Angeles, California.,Department of Neurosurgery, UCLA Brain Injury Research Center, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Aurore Thibaut
- Coma Science Group, GIGA Consciousness - GIGA Research, University of Liège, Liège, Belgium.,Centre du Cerveau, University Hospital of Liège, Liège, Belgium
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7
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Sobral M, Guiomar R, Martins V, Ganho-Ávila A. Home-based transcranial direct current stimulation in dual active treatments for symptoms of depression and anxiety: A case series. Front Psychiatry 2022; 13:947435. [PMID: 36276322 PMCID: PMC9583668 DOI: 10.3389/fpsyt.2022.947435] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 09/22/2022] [Indexed: 11/21/2022] Open
Abstract
Transcranial direct current stimulation (tDCS) is a potential treatment strategy across some psychiatric conditions. However, there is high heterogeneity in tDCS efficacy as a stand-alone treatment. To increase its therapeutic potential, researchers have begun to explore the efficacy of combining tDCS with psychological and pharmacological interventions. The current case series details the effect of 6-10 weeks of self-administered tDCS paired with a behavioral therapy smartphone app (Flow™), on depressive and anxiety symptoms, in seven patients (26-51 years old; four female) presenting distinctive psychiatric disorders (major depression, dysthymia, illness anxiety disorder, obsessive-compulsive disorder, and anxiety disorders). tDCS protocol consisted of an acute phase of daily 30 min sessions, across 10 workdays (2 weeks Monday-to-Friday; Protocol 1) or 15 workdays (3 weeks Monday-to-Friday; Protocol 2). A maintenance phase followed, with twice-weekly sessions for 4 or 3 weeks, corresponding to 18 or 21 sessions in total (Protocol 1 or 2, respectively). The Flow tDCS device uses a 2 mA current intensity, targeting the bilateral dorsolateral prefrontal cortex. The Flow app offers virtually guided behavioral therapy courses to be completed during stimulation. We assessed depressive symptoms using MADRS-S and BDI-II, anxious symptoms using STAI-Trait, acceptability using ACCEPT-tDCS, and side effects using the Adverse Effects Questionnaire, at baseline and week 6 of treatment. Six patients underwent simultaneous cognitive-behavioral psychotherapy and two were on antidepressants and benzodiazepines. According to the Reliable Change Index (RCI), for depressive symptoms, we found clinically reliable improvement in five patients using MADRS-S (out of seven; RCI: -1.45, 80% CI; RCI: -2.17 to -4.82, 95% CI; percentage change: 37.9-66.7%) and in four patients using BDI-II (out of five; RCI: -3.61 to -6.70, 95% CI; percentage change: 57.1-100%). For anxiety symptoms, clinically reliable improvement was observed in five patients (out of six; RCI: -1.79, 90% CI; RCI: -2.55 to -8.64, 95% CI; percentage change: 12.3-46.4%). Stimulation was well-tolerated and accepted, with mild tingling sensation and scalp discomfort being the most common side effects. This case series highlights the applicability, acceptability, and promising results when combining home-based tDCS with psychotherapy and pharmacotherapy to manage depression and anxiety symptoms in clinical practice.
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Affiliation(s)
- Mónica Sobral
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive Behavioral Intervention, University of Coimbra, Coimbra, Portugal.,Neuroncircuit-e.Stim Clínica de Saúde Mental, Coimbra, Portugal
| | - Raquel Guiomar
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive Behavioral Intervention, University of Coimbra, Coimbra, Portugal
| | - Vera Martins
- Neuroncircuit-e.Stim Clínica de Saúde Mental, Coimbra, Portugal.,Coimbra Hospital and University Centre, Coimbra, Portugal
| | - Ana Ganho-Ávila
- Faculty of Psychology and Educational Sciences, Center for Research in Neuropsychology and Cognitive Behavioral Intervention, University of Coimbra, Coimbra, Portugal
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Mindfulness augmentation for anxiety through concurrent use of transcranial direct current stimulation: a randomized double-blind study. Sci Rep 2021; 11:22734. [PMID: 34815458 PMCID: PMC8610980 DOI: 10.1038/s41598-021-02177-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 11/10/2021] [Indexed: 11/29/2022] Open
Abstract
Transcranial direct current stimulation (tDCS) have revealed the capability to augment various types of behavioural interventions. We aimed to augment the effects of mindfulness, suggested for reducing anxiety, with concurrent use of tDCS. We conducted a double-blind randomized study with 58 healthy individuals. We introduced treadmill walking for focused meditation and active or sham tDCS on the left dorsolateral prefrontal cortex for 20 min. We evaluated outcomes using State-Trait Anxiety Inventory-State Anxiety (STAI) before the intervention as well as immediately, 60 min, and 1 week after the intervention, and current density from electroencephalograms (EEG) before and after the intervention. The linear mixed-effect models demonstrated that STAI-state anxiety showed a significant interaction effect between 1 week after the intervention and tDCS groups. As for alpha-band EEG activity, the current density in the rostral anterior cingulate cortex (rACC) was significantly reduced in the active compared with the sham stimulation group, and a significant correlation was seen between changes in STAI-trait anxiety and the current density of the rACC in the active stimulation group. Our study provided that despite this being a one-shot and short intervention, the reduction in anxiety lasts for one week, and EEG could potentially help predict its anxiolytic effect.
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Gouveia FV, Germann J, Oliveira CC, Castro MC, Antunes GF, Gomes GCV, Pinto TRC, Martinez RCR, Valle AC. Transcranial Direct Current Stimulation Reduces Anxiety, Depression and Plasmatic Corticosterone in a Rat Model of Atypical Generalized Epilepsy. Neuroscience 2021; 480:32-41. [PMID: 34774711 DOI: 10.1016/j.neuroscience.2021.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 10/22/2021] [Accepted: 11/02/2021] [Indexed: 11/30/2022]
Abstract
Affective disorders (i.e. anxiety and depression) are commonly observed in patients with epilepsy and induce seizure aggravation. Animal models of epilepsy that exhibit affective disorder features are essential in developing new neuromodulatory treatments. GEAS-W rats (Generalized Epilepsy with Absence Seizures, Wistar background) are an inbred model of generalized epilepsy showing spontaneous spike-wave discharges concomitant with immobility. Transcranial Direct Current Stimulation (tDCS) is a safe non-invasive neuromodulatory therapy used to modulate dysfunctional circuitries frequently and successfully applied in affective disorders for symptom alleviation. Here we investigated anxiolytic and antidepressant effects of tDCS in GEAS-W rats and the role of corticosterone as a possible mechanism of action. GEAS-W and Wistar rats were randomly divided into control, sham-tDCS and active-tDCS groups. Both tDCS groups received 15 sessions of sham or active-tDCS (1 mA, cathode). Behavioural tests included the Open Field and Forced Swimming tests followed by corticosterone analysis. We observed a main effect of treatment and a significant treatment by strain interaction on anxiety-like and depressive-like behaviours, with active-tDCS GEAS-W rats entering the center of the open field more often and showing less immobility in the forced swimming test. Furthermore, there was a main effect of treatment on corticosterone with active-tDCS animals showing marked reduction in plasmatic levels. This study described preclinical evidence to support tDCS treatment of affective disorders in epilepsy and highlights corticosterone as a possible mechanism of action.
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Affiliation(s)
- Flavia Venetucci Gouveia
- Program in Neuroscience and Mental Health, Hospital for Sick Children Research Institute, Toronto, Canada; Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil.
| | - Jürgen Germann
- Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, Canada
| | | | - Marina C Castro
- Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil
| | - Geiza F Antunes
- Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil
| | - Gisele C V Gomes
- Laboratory of Neuroscience LIM 01, Department of Pathology, University of Sao Paulo, School of Medicine, São Paulo, Brazil
| | - Tais R C Pinto
- Laboratory of Neuroscience LIM 01, Department of Pathology, University of Sao Paulo, School of Medicine, São Paulo, Brazil
| | - Raquel C R Martinez
- Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil; LIM 23, Institute of Psychiatry, University of Sao Paulo, School of Medicine, São Paulo, Brazil.
| | - Angela C Valle
- Laboratory of Neuroscience LIM 01, Department of Pathology, University of Sao Paulo, School of Medicine, São Paulo, Brazil
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Goerigk SA, Padberg F, Chekroud A, Kambeitz J, Bühner M, Brunoni AR. Parsing the antidepressant effects of non-invasive brain stimulation and pharmacotherapy: A symptom clustering approach on ELECT-TDCS. Brain Stimul 2021; 14:906-912. [PMID: 34048940 DOI: 10.1016/j.brs.2021.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 05/11/2021] [Accepted: 05/13/2021] [Indexed: 10/21/2022] Open
Abstract
BACKGROUND Transcranial direct current stimulation (tDCS) presents small antidepressant efficacy at group level and considerable inter-individual variability of response. Its heterogeneous effects bring the need to investigate whether specific groups of patients submitted to tDCS could present comparable or larger improvement compared to pharmacotherapy. Aggregate measurements might be insufficient to address its effects. OBJECTIVE /Hypothesis: To determine the efficacy of tDCS, compared to pharmacotherapy and placebo, in depressive symptom clusters. METHODS Data from ELECT-TDCS (Escitalopram versus Electrical Direct-Current Therapy for Treating Depression Clinical Study, ClinicalTrials.gov, NCT01894815), in which antidepressant-free, depressed patients were randomized to receive 22 bifrontal tDCS (2 mA, 30 min) sessions (n = 94), escitalopram 20 mg/day (n = 91), or placebo (n = 60) over 10 weeks. Agglomerative hierarchical clustering identified "sleep/insomnia", "core depressive", "guilt/anxiety", and "atypical" clusters that were the dependent measure. Trajectories were estimated using linear mixed regression models. Effect sizes are expressed in raw HAM-D units. P-values were adjusted for multiple comparisons. RESULTS For core depressive symptoms, escitalopram was superior to tDCS (ES = -0.56; CI95% = -0.94 to -0.17, p = .009), which was superior to placebo (ES = 0.49; CI95% = 0.06 to 0.92, p = .042). TDCS but not escitalopram was superior to placebo in sleep/insomnia symptoms (ES = 0.87; CI95% = 0.22 to 1.52, p = .015). Escitalopram but not tDCS was superior to placebo in guilt/anxiety symptoms (ES = 1.66; CI95% = 0.58 to 2.75, p = .006). No active intervention was superior to placebo for atypical symptoms. CONCLUSIONS Pharmacotherapy and non-invasive brain stimulation produce distinct effects in depressive symptoms. TDCS or escitalopram could be chosen according to specific clusters of symptoms for a bigger response. TRIAL REGISTRATION ClinicalTrials.gov, NCT01894815.
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Affiliation(s)
- Stephan A Goerigk
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nußbaumstraße 7, 80336, Munich, Germany; Department of Psychological Methodology and Assessment, Ludwig-Maximilians-University, Leopoldstraße 13, 80802, Munich, Germany; Hochschule Fresenius, University of Applied Sciences, Infanteriestraße 11A, 80797, Munich, Germany
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nußbaumstraße 7, 80336, Munich, Germany
| | - Adam Chekroud
- Department of Psychiatry, Yale University, New Haven, CT, 06520, USA; Spring Health, New York, NY, 10001, USA
| | - Joseph Kambeitz
- Department of Psychiatry, University of Cologne, Faculty of Medicine and University Hospital Cologne, Kerpener Straße 62, 50937, Cologne, Germany
| | - Markus Bühner
- Department of Psychological Methodology and Assessment, Ludwig-Maximilians-University, Leopoldstraße 13, 80802, Munich, Germany
| | - Andre R Brunoni
- Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, 05403-000, São Paulo, Brazil; Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, 05508-000, São Paulo, Brazil; Laboratory of Neurosciences (LIM-27), Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, 05403-000, São Paulo, Brazil.
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Distinct trajectories of response to prefrontal tDCS in major depression: results from a 3-arm randomized controlled trial. Neuropsychopharmacology 2021; 46:774-782. [PMID: 33349674 PMCID: PMC8027859 DOI: 10.1038/s41386-020-00935-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 10/22/2020] [Accepted: 11/25/2020] [Indexed: 12/12/2022]
Abstract
Transcranial direct current stimulation (tDCS) is a safe, effective treatment for major depressive disorder (MDD). While antidepressant effects are heterogeneous, no studies have investigated trajectories of tDCS response. We characterized distinct improvement trajectories and associated baseline characteristics for patients treated with prefrontal tDCS, an active pharmacotherapy (escitalopram), and placebo. This is a secondary analysis of a randomized, non-inferiority, double-blinded trial (ELECT-TDCS, N = 245). Participants were diagnosed with an acute unipolar, nonpsychotic, depressive episode, and presented Hamilton Depression Rating Scale (17-items, HAM-D) scores ≥17. Latent trajectory modeling was used to identify HAM-D response trajectories over a 10-week treatment. Top-down (hypothesis-driven) and bottom-up (data-driven) methods were employed to explore potential predictive features using, respectively, conservatively corrected regression models and a cross-validated stability ranking procedure combined with elastic net regularization. Three trajectory classes that were distinct in response speed and intensity (rapid, slow, and no/minimal improvement) were identified for escitalopram, tDCS, and placebo. Differences in response and remission rates were significant early for all groups. Depression severity, use of benzodiazepines, and age were associated with no/minimal improvement. No significant differences in trajectory assignment were found in tDCS vs. placebo comparisons (38.3, 34, and 27.6%; vs. 23.3, 43.3, and 33.3% for rapid, slow, and no/minimal trajectories, respectively). Additional features are suggested in bottom-up analyses. Summarily, groups treated with tDCS, escitalopram, and placebo differed in trajectory class distributions and baseline predictors of response. Our results might be relevant for designing further studies.
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Prefrontal resting-state connectivity and antidepressant response: no associations in the ELECT-TDCS trial. Eur Arch Psychiatry Clin Neurosci 2021; 271:123-134. [PMID: 32880057 DOI: 10.1007/s00406-020-01187-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 08/20/2020] [Indexed: 12/24/2022]
Abstract
Functional and structural MRI of prefrontal cortex (PFC) may provide putative biomarkers for predicting the treatment response to transcranial direct current stimulation (tDCS) in depression. A recent MRI study from ELECT-TDCS (Escitalopram versus Electrical Direct-Current Theror Depression Study) showed that depression improvement after tDCS was associated with gray matter volumes of PFC subregions. Based thereon, we investigated whether antidepressant effects of tDCS are similarly associated with baseline resting-state functional connectivity (rsFC). A subgroup of 51 patients underwent baseline rsFC-MRI. All patients of ELECT-TDCS were randomized to three treatment arms for 10 weeks (anodal-left, cathodal-right PFC tDCS plus placebo medication; escitalopram 10 mg/day for 3 weeks and 20 mg/day thereafter plus sham tDCS; and placebo medication plus sham tDCS). RsFC was calculated for various PFC regions and analyzed in relation to the individual antidepressant response. There was no significant association between baseline PFC connectivity of essential structural regions, nor any other PFC regions (after correction for multiple comparisons) and patients' individual antidepressant response. This study did not reveal an association between antidepressants effects of tDCS and baseline rsFC, unlike the gray matter volume findings. Thus, the antidepressant effects of tDCS may be differentially related to structural and functional MRI measurements.
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13
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Suen PJC, Doll S, Batistuzzo MC, Busatto G, Razza LB, Padberg F, Mezger E, Bulubas L, Keeser D, Deng ZD, Brunoni AR. Association between tDCS computational modeling and clinical outcomes in depression: data from the ELECT-TDCS trial. Eur Arch Psychiatry Clin Neurosci 2021; 271:101-110. [PMID: 32279145 PMCID: PMC8100980 DOI: 10.1007/s00406-020-01127-w] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 03/30/2020] [Indexed: 12/19/2022]
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.
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Affiliation(s)
- Paulo J. C. Suen
- Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Sarah Doll
- Department of Psychology, University of Münster, Münster, Germany
| | | | - Geraldo Busatto
- Center for Interdisciplinary Research on Applied Neurosciences (NAPNA) and Laboratory of Psychiatric Neuroimaging, Department and Institute of Psychiatry, University of Sao Paulo, Sao Paulo, Brazil
| | - Lais B. Razza
- Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, Service of Interdisciplinary Neuromodulation, Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Instituto de Psiquiatria, R Dr Ovidio Pires de Campos 785, 2o andar, Ala Sul, São Paulo, CEP 05403-000, Brazil
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Eva Mezger
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Lucia Bulubas
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany,International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Munich, Germany
| | - Daniel Keeser
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany,Department of Clinical Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Zhi-De Deng
- Noninvasive Neuromodulation Unit, Experimental Therapeutics and Pathophysiology Branch, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Andre R. Brunoni
- Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, Service of Interdisciplinary Neuromodulation, Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Instituto de Psiquiatria, R Dr Ovidio Pires de Campos 785, 2o andar, Ala Sul, São Paulo, CEP 05403-000, Brazil,Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo and Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, São Paulo 05508-000, Brazil
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Cognitive outcomes of the bipolar depression electrical treatment trial (BETTER): a randomized, double-blind, sham-controlled study. Eur Arch Psychiatry Clin Neurosci 2021; 271:93-100. [PMID: 32221654 DOI: 10.1007/s00406-020-01121-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 03/19/2020] [Indexed: 12/12/2022]
Abstract
Bipolar depression is associated with marked cognitive deficits. Pharmacological treatments for this condition are limited and may aggravate depressive and cognitive symptoms. Therefore, therapeutic interventions that preserve adequate cognitive functioning are necessary. Our previous results demonstrated significant clinical efficacy of transcranial direct current stimulation (tDCS) in the Bipolar Depression Electrical Treatment Trial (BETTER). Here, cognitive outcomes of this study are reported. We randomized 59 patients with bipolar disorder I or II in an acute depressive episode to receive active (12 2 mA, 30-min, anodal-left, cathodal-right prefrontal cortex tDCS sessions) or sham tDCS. Patients were on stable pharmacological regimen for at least 2 weeks. A battery of 12 neuropsychological assessments in five cognitive domains (attention and processing speed, memory, language, inhibitory control, and working memory and executive function) was performed at baseline, after two weeks and at endpoint (week 6). No significant differences between groups over 6 weeks of treatment were observed for any cognitive outcomes. Moreover, no decrease in cognitive performance was observed. Our findings warrant further replication in larger studies. Trial Registration: clinicaltrials.gov Identifier: NCT02152878.
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15
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Suen PJC, Goerigk S, Razza LB, Padberg F, Passos IC, Brunoni AR. Classification of unipolar and bipolar depression using machine learning techniques. Psychiatry Res 2021; 295:113624. [PMID: 33307387 DOI: 10.1016/j.psychres.2020.113624] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Accepted: 11/28/2020] [Indexed: 01/21/2023]
Affiliation(s)
- Paulo J C Suen
- Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Stephan Goerigk
- Department of Psychiatry and Psychotherapy, Hospital of the University of Munich, Munich, Germany; University of Applied Sciences, Hochschule Fresenius, Munich, Germany; Dept. of Psychological Methodology and Assessment, University of Munich, Munich, Germany
| | - Lais B Razza
- Laboratory of Neurosciences (LIM-27), Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, 05403-000 São Paulo, Brazil
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, Hospital of the University of Munich, Munich, Germany
| | - Ives Cavalcante Passos
- Laboratory of Molecular Psychiatry and Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Centro de Pesquisa Experimental (CPE) and Centro de Pesquisa Clínica (CPC), Hospital de Clínicas de Porto Alegre (HCPA), Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Andre R Brunoni
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, 05508-000, São Paulo, Brazil.
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16
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Razza LB, Palumbo P, Moffa AH, Carvalho AF, Solmi M, Loo CK, Brunoni AR. A systematic review and meta-analysis on the effects of transcranial direct current stimulation in depressive episodes. Depress Anxiety 2020; 37:594-608. [PMID: 32101631 DOI: 10.1002/da.23004] [Citation(s) in RCA: 113] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 01/28/2020] [Accepted: 02/04/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Transcranial direct current stimulation (tDCS) has shown mixed results for depression treatment. OBJECTIVE To perform a systematic review and meta-analysis of trials using tDCS to improve depressive symptoms. METHODS A systematic review was performed from the first date available to January 06, 2020 in PubMed, EMBASE, Cochrane Library, and additional sources. We included randomized, sham-controlled clinical trials (RCTs) enrolling participants with an acute depressive episode and compared the efficacy of active versus sham tDCS, including association with other interventions. The primary outcome was the Hedges' g for continuous depression scores; secondary outcomes included odds ratios (ORs) and number needed to treat (NNT) for response, remission, and acceptability. Random effects models were employed. Sources of heterogeneity were explored via metaregression, sensitivity analyses, subgroup analyses, and bias assessment. RESULTS We included 23 RCTs (25 datasets, 1,092 participants), most (57%) presenting a low risk of bias. Active tDCS was superior to sham regarding endpoint depression scores (k = 25, g = 0.46, 95% confidence interval [CI]: 0.22-0.70), and also achieved superior response (k = 18, 33.3% vs. 16.56%, OR = 2.28 [1.52-3.42], NNT = 6) and remission (k = 18, 19.12% vs. 9.78%, OR = 2.12 [1.42-3.16], NNT = 10.7) rates. Moreover, active tDCS was as acceptable as sham. No risk of publication bias was identified. Cumulative meta-analysis showed that effect sizes are basically unchanged since total sample reached 439 participants. CONCLUSIONS TDCS is modestly effective in treating depressive episodes. Further well-designed, large-scale RCTs are warranted.
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Affiliation(s)
- Lais B Razza
- Laboratory of Neurosciences (LIM-27), Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Department and Institute of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.,Department of Internal Medicine, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Priscila Palumbo
- Laboratory of Neurosciences (LIM-27), Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Department and Institute of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.,Department of Internal Medicine, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Adriano H Moffa
- Black Dog Institute, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Andre F Carvalho
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Marco Solmi
- Department of Neurosciences, University of Padova, Padova, Italy.,Padova Neuroscience Center, University of Padova, Padova, Italy
| | - Colleen K Loo
- Black Dog Institute, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Andre Russowsky Brunoni
- Laboratory of Neurosciences (LIM-27), Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Department and Institute of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.,Department of Internal Medicine, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.,Hospital Universitário, Universidade de São Paulo, São Paulo, Brazil
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17
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Kambeitz J, Goerigk S, Gattaz W, Falkai P, Benseñor IM, Lotufo PA, Bühner M, Koutsouleris N, Padberg F, Brunoni AR. Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: A machine learning analysis of the ELECT-TDCS study. J Affect Disord 2020; 265:460-467. [PMID: 32090773 DOI: 10.1016/j.jad.2020.01.118] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 12/02/2019] [Accepted: 01/20/2020] [Indexed: 12/17/2022]
Affiliation(s)
- Joseph Kambeitz
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Nußbaumstraße 7, Munich 80336, Germany; Department of Psychiatry, University of Cologne, Faculty of Medicine and University Hospital Cologne, Kerpener Straße 62, Cologne 50937, Germany
| | - Stephan Goerigk
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Nußbaumstraße 7, Munich 80336, Germany; Department of Psychological Methodology and Assessment, Ludwig-Maximilians-University, Leopoldstraße 13, Munich 80802, Germany; Hochschule Fresenius, University of Applied Sciences, Infanteriestraße 11A, Munich 80797, Germany
| | - Wagner Gattaz
- Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, São Paulo 05403-000, Brazil
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Nußbaumstraße 7, Munich 80336, Germany
| | - Isabela M Benseñor
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, São Paulo 05508-000, Brazil
| | - Paulo A Lotufo
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, São Paulo 05508-000, Brazil
| | - Markus Bühner
- Department of Psychological Methodology and Assessment, Ludwig-Maximilians-University, Leopoldstraße 13, Munich 80802, Germany
| | - Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Nußbaumstraße 7, Munich 80336, Germany
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Nußbaumstraße 7, Munich 80336, Germany
| | - Andre R Brunoni
- Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, São Paulo 05403-000, Brazil; Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, São Paulo 05508-000, Brazil.
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18
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Moreno ML, Goerigk SA, Bertola L, Suemoto CK, Razza LB, Moffa AH, Veronezi BP, Tort L, Nogueira BS, Gattaz WF, Fraguas R, Padberg F, Lotufo PA, Benseñor IM, Brunoni AR. Cognitive changes after tDCS and escitalopram treatment in major depressive disorder: Results from the placebo-controlled ELECT-TDCS trial. J Affect Disord 2020; 263:344-352. [PMID: 31969264 DOI: 10.1016/j.jad.2019.12.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/26/2019] [Accepted: 12/04/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND Cognitive deficits in major depressive disorder (MDD) are associated with low quality of life and higher suicide risk. Antidepressant drugs have modest to null effects in improving such deficits. Therefore, we investigated the cognitive effects of transcranial direct current stimulation (tDCS), which is a promising antidepressant non-pharmacological intervention, in MDD. METHODS An exploratory analysis on cognitive performance was conducted in 243 depressed patients from the Escitalopram vs. Electric Current Therapy for Treating Depression Clinical Study (ELECT-TDCS), a sham-controlled study comparing the efficacy of tDCS vs. escitalopram. A neuropsychological battery was applied at baseline and endpoint (10 weeks of treatment) to create composite cognitive scores (processing speed, working memory, and verbal fluency). Linear mixed regression models were used to evaluate changes according to intervention groups, adjusted for confounding variables (age, years of schooling, gender, and benzodiazepine use) and depression improvement. RESULTS No cognitive deterioration was observed in any group. Patients receiving tDCS presented reduced practice gains compared to placebo in processing speed. In patients receiving escitalopram vs. placebo and in the subgroup of clinical responders (>50% depression improvement from baseline), those receiving tDCS vs. placebo presented increased performance in verbal fluency. No significant differences between tDCS and escitalopram groups were detected. LIMITATIONS Absence of healthy controls. CONCLUSION Prefrontal tDCS did not lead to cognitive deficits in depressed patients, although it reduced practice effects in processing speed. tDCS responders presented increased performance in verbal fluency. Further investigation of tDCS cognitive effects in depression is warranted.
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Affiliation(s)
- Marina L Moreno
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil; Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil
| | - Stephan A Goerigk
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Munich, Germany; Department of Psychological Methodology and Assessment, Ludwig-Maximilians-University, Leopoldstraße 13, 80802, Munich, Germany; Hochschule Fresenius, University of Applied Sciences, Infanteriestraße 11A, 80797, Munich, Germany
| | - Laiss Bertola
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil
| | - Claudia K Suemoto
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil
| | - Lais B Razza
- Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil
| | - Adriano H Moffa
- Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil; School of Psychiatry, University of New South Wales, Black Dog Institute, Sydney, Australia
| | - Beatriz P Veronezi
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil
| | - Luara Tort
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil; Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil
| | - Barbara S Nogueira
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil
| | - Wagner F Gattaz
- Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil
| | - Renerio Fraguas
- Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Munich, Germany
| | - Paulo A Lotufo
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil
| | - Isabela M Benseñor
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil
| | - Andre R Brunoni
- Departamento de Clínica Médica, Faculdade de Medicina da USP & Hospital Universitário da USP, São Paulo, Brazil; Departamento e Instituto de Psiquiatria, Faculdade de Medicina da USP & Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Universidade de São Paulo, São Paulo, Brazil.
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19
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Chhabra H, Bose A, Shivakumar V, Agarwal SM, Sreeraj VS, Shenoy S, Hazari N, Dinakaran D, Parlikar R, Koparde V, Ramesh V, Biswal J, Murugaraja V, Gowda SM, Chand PK, Sivakumar PT, Kalmady SV, Narayanaswamy JC, Murthy P, Girimaji SC, Venkatasubramanian G. Tolerance of transcranial direct current stimulation in psychiatric disorders: An analysis of 2000+ sessions. Psychiatry Res 2020; 284:112744. [PMID: 31955053 DOI: 10.1016/j.psychres.2020.112744] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Revised: 12/05/2019] [Accepted: 01/01/2020] [Indexed: 12/29/2022]
Abstract
Transcranial direct current stimulation (tDCS), a non-invasive, neuromodulatory technique, is being increasingly applied to several psychiatric disorders. In this study, we describe the side-effect profile of repeated tDCS sessions (N = 2005) that were administered to 171 patients (156 adults and 15 adolescents) with different psychiatric disorders [schizophrenia [N = 109], obsessive-compulsive disorder [N = 28], alcohol dependence syndrome [N = 13], mild cognitive impairment [N = 10], depression [N = 6], dementia [N = 2] and other disorders [N = 3]]. tDCS was administered at a constant current strength of 2 mA with additional ramp-up and ramp-down phase of 20 s each at the beginning and end of the session, respectively. Other tDCS protocol parameters were: schizophrenia and obsessive-compulsive disorder: 5-days of twice-daily 20-min sessions with an inter-session interval of 3-h; Mild cognitive impairment/dementia and alcohol dependence syndrome: at least 5-days of once-daily 20-min session; Depression: 10-days of once-daily 30 min session. At the end of each tDCS session, any adverse event observed by the administrator and/or reported by the patient was systematically assessed using a comprehensive questionnaire. The commonly reported adverse events during tDCS included burning sensations (16.2%), skin redness (12.3%), scalp pain (10.1%), itching (6.7%), and tingling (6.3%). Most of the adverse events were noted to be mild, transient and well-tolerated. In summary, our observations suggest that tDCS is a safe mode for therapeutic non-invasive neuromodulation in psychiatric disorders in adults as well as the adolescent population.
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Affiliation(s)
- Harleen Chhabra
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Anushree Bose
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Venkataram Shivakumar
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Sri Mahavir Agarwal
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Vanteemar S Sreeraj
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Sonia Shenoy
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Nandita Hazari
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Damodharan Dinakaran
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Rujuta Parlikar
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Vinayak Koparde
- Department of Child and Adolescent Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Vinutha Ramesh
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Jitendriya Biswal
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Venkatachalam Murugaraja
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Shayanth Manche Gowda
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Prabhat K Chand
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India; Centre for Addiction Medicine, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Palanimuthu T Sivakumar
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Sunil V Kalmady
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Janardhanan C Narayanaswamy
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Pratima Murthy
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India; Centre for Addiction Medicine, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Satish C Girimaji
- Department of Child and Adolescent Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India
| | - Ganesan Venkatasubramanian
- WISER Neuromodulation Program, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore 560029, India.
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20
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Brunoni AR, Supasitthumrong T, Teixeira AL, Vieira EL, Gattaz WF, Benseñor IM, Lotufo PA, Lafer B, Berk M, Carvalho AF, Maes M. Differences in the immune-inflammatory profiles of unipolar and bipolar depression. J Affect Disord 2020; 262:8-15. [PMID: 31693974 DOI: 10.1016/j.jad.2019.10.037] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 09/27/2019] [Accepted: 10/27/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Major depressive disorder (MDD) and bipolar depression (BD) both share increased immune-inflammatory activation. However, there are unclear patterns of differences in peripheral immune profiles between them. METHODS We examined such differences in 245 MDD and 59 BD patients, recruited in the same center, who were in an acute depressive episode of moderate severity. Hierarchical binary logistic regression analyses and generalized linear models were used to compare levels of plasma biomarkers between groups and to predict dichotomous classification. RESULTS Interleukin (IL)-1β, tumor necrosis factor (TNF)-α, soluble TNF receptor (sTNFR)1, IL-12 and IL-10 were significantly higher in MDD than in BD, whereas IL-6, sTNFR2, IL-18, IL-33, ST2 (IL1R Like 1) and KLOTHO were significantly higher in BD than in MDD. Moreover, logistic regression analyses correctly classified BD and MDD patients with 98.1% accuracy, using a combination of IL-6, IL-8, ST2, sTNFR2 (directly associated with BD) and IL-12 and TNF-α (directly associated with MDD). Patients with MDD with melancholic features showed higher IL-1β levels than those without melancholia. The sTNFR1 / sTNFR2 ratio significantly predicted MDD and state and trait anxiety and negative affect. Results remained significant after covariate adjustment, including drug use. LIMITATIONS Cross-sectional study. Lack of control comparison group. Differences in exposure to medications among participants. CONCLUSIONS Differences in immune profiles between BD and MDD patients exist, especially for the compensatory immune-regulatory system (CIRS): increased IL-10 is the primary immune-regulatory mechanism in MDD, while increased sTNFR2 and KLOTHO are the primary regulatory mechanisms in BD.
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Affiliation(s)
- Andre R Brunoni
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, 05508-000 São Paulo, Brazil; Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, 05403-000 São Paulo, Brazil
| | | | - Antonio Lucio Teixeira
- Interdisciplinary Laboratory of Medical Investigation, Faculdade de Medicina da Universidade Federal de Minas Gerais, Brazil; Neuropsychiatry Program, Department of Psychiatry & Behavioral Sciences, UT Health Houston, United States
| | - Erica Lm Vieira
- Interdisciplinary Laboratory of Medical Investigation, Faculdade de Medicina da Universidade Federal de Minas Gerais, Brazil; Neuropsychiatry Program, Department of Psychiatry & Behavioral Sciences, UT Health Houston, United States
| | - Wagner F Gattaz
- Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, 05403-000 São Paulo, Brazil
| | - Isabela M Benseñor
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, 05508-000 São Paulo, Brazil
| | - Paulo A Lotufo
- Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, 05508-000 São Paulo, Brazil
| | - Beny Lafer
- Bipolar Disorder Research Program, Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Michael Berk
- Deakin University, IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Geelong, Australia; Orygen, The National Centre of Excellence in Youth Mental Health, Centre for Youth Mental Health, Florey Institute for Neuroscience and Mental Health and the Department of Psychiatry, The University of Melbourne, Melbourne, Australia
| | - Andre F Carvalho
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Centre for Addiction & Mental Health (CAMH), Toronto, Canada.
| | - Michael Maes
- Department of Psychiatry, Chulalongkorn University, Faculty of Medicine, Bangkok, Thailand; Deakin University, IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Geelong, Australia; Department of Psychiatry, Medical University of Plovdiv, Plovdiv, Bulgaria
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21
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Sauvaget A, Lagalice L, Schirr-Bonnans S, Volteau C, Péré M, Dert C, Rivalland A, Tessier F, Lepage A, Tostivint A, Deschamps T, Thomas-Ollivier V, Robin A, Pineau N, Cabelguen C, Bukowski N, Guitteny M, Beslot A, Simons L, Network H, Vanelle JM, D'Urso G, Bulteau S, Riche VP. Cost-utility analysis of transcranial direct current stimulation (tDCS) in non-treatment-resistant depression: the DISCO randomised controlled study protocol. BMJ Open 2020; 10:e033376. [PMID: 31937653 PMCID: PMC7045105 DOI: 10.1136/bmjopen-2019-033376] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 12/07/2019] [Accepted: 12/11/2019] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION Depression is among the most widespread psychiatric disorders in France. Psychiatric disorders are associated with considerable social costs, amounting to €22.6 billion for treatment and psychotropic medication in 2011. Treatment as usual (TAU), mainly consisting of pharmacotherapy and psychotherapy, is effective for only a third of patients and in most cases fails to prevent treatment resistance and chronicity. Transcranial direct current stimulation (tDCS) consists in a non-invasive and painless application of low-intensity electric current to the cerebral cortex through the scalp. Having proved effective in depressed patients, it could be used in combination with TAU to great advantage. The objective is to compare, for the first time ever, the cost-utility of tDCS-TAU and of TAU alone for the treatment of a depressive episode that has been refractory to one or two drug treatments. METHODS AND ANALYSIS This paper, based on the DISCO study protocol, focuses on the design of a prospective, randomised, controlled, open-label multicentre economic study to be conducted in France. It will include 214 patients with unipolar or bipolar depression, assigning them to two parallel arms: group A (tDCS-TAU) and group B (TAU alone). The primary outcome is the incremental cost-effectiveness ratio, that is, the ratio of the difference in cost between each strategy to the difference in their effects. Their effects will be expressed as numbers of quality-adjusted life-years, determined through administration of the EuroQol Five-Dimension questionnaire over a 12-month period to patients (EQ-5D-5L). Expected benefits are the reduction of treatment resistance and suicidal ideation as well as social and professional costs of depression. Should depression-related costs fall significantly, tDCS might be considered an efficient treatment for depression. ETHICS AND DISSEMINATION This protocol has been approved by a French ethics committee, the CPP--Est IV (Comité de Protection des Personnes-Strasbourg). Data are to be published in peer-reviewed medical journals. TRIAL REGISTRATION NUMBER RCB 2018-A00474-51; NCT03758105.
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Affiliation(s)
- Anne Sauvaget
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
- Nantes Université, CHU Nantes,Movement, Interactions, Performance (MIP), EA 4334, University of Nantes, Nantes, France
| | - Lydie Lagalice
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Solène Schirr-Bonnans
- CHU de Nantes, Innovation Cell, Partnership and Innovation Department, Directorate of Medical Affairs and Research, University Hospital Centre Nantes, Nantes, France
| | - Christelle Volteau
- CHU de Nantes, Section of Methodology and Biostatistics, University Hospital Centre Nantes, Nantes, Pays de la Loire, France
| | - Morgane Péré
- CHU de Nantes, Section of Methodology and Biostatistics, University Hospital Centre Nantes, Nantes, Pays de la Loire, France
| | - Cécile Dert
- CHU de Nantes, Innovation Cell, Partnership and Innovation Department, Directorate of Medical Affairs and Research, University Hospital Centre Nantes, Nantes, France
| | - Annabelle Rivalland
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Fabienne Tessier
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Adeline Lepage
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Agathe Tostivint
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Thibault Deschamps
- Nantes Université, CHU Nantes,Movement, Interactions, Performance (MIP), EA 4334, University of Nantes, Nantes, France
| | - Véronique Thomas-Ollivier
- Nantes Université, CHU Nantes,Movement, Interactions, Performance (MIP), EA 4334, University of Nantes, Nantes, France
| | - Alison Robin
- Nantes Université, CHU Nantes,Movement, Interactions, Performance (MIP), EA 4334, University of Nantes, Nantes, France
| | - Noémie Pineau
- Nantes Université, CHU Nantes,Movement, Interactions, Performance (MIP), EA 4334, University of Nantes, Nantes, France
| | - Clémence Cabelguen
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Nicolas Bukowski
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Marie Guitteny
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Auxane Beslot
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Luc Simons
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | | | - Jean-Marie Vanelle
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
| | - Giordano D'Urso
- Department of Neurosciences, Reproductive Sciences, and Odontostomatology, University of Naples Federico II, Napoli, Campania, Italy
| | - Samuel Bulteau
- CHU de Nantes, Addictology and Liaison Psychiatry Department, Hospital University of Nantes, Nantes, France
- Inserm, SPHERE U1246, University of Nantes, Nantes, Pays de la Loire, France
| | - Valéry-Pierre Riche
- CHU de Nantes, Innovation Cell, Partnership and Innovation Department, Directorate of Medical Affairs and Research, University Hospital Centre Nantes, Nantes, France
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22
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Suh JS, Minuzzi L, Raamana PR, Davis A, Hall GB, Harris J, Hassel S, Zamyadi M, Arnott SR, Alders GL, Sassi RB, Milev R, Lam RW, MacQueen GM, Strother SC, Kennedy SH, Frey BN. An investigation of cortical thickness and antidepressant response in major depressive disorder: A CAN-BIND study report. NEUROIMAGE-CLINICAL 2020; 25:102178. [PMID: 32036277 PMCID: PMC7011077 DOI: 10.1016/j.nicl.2020.102178] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 11/25/2019] [Accepted: 01/10/2020] [Indexed: 11/28/2022]
Abstract
Major depressive disorder (MDD) is considered a highly heterogeneous clinical and neurobiological mental disorder. We employed a novel layered treatment design to investigate whether cortical thickness features at baseline differentiated treatment responders from non-responders after 8 and 16 weeks of a standardized sequential antidepressant treatment. Secondary analyses examined baseline differences between MDD and controls as a replication analysis and longitudinal changes in thickness after 8 weeks of escitalopram treatment. 181 MDD and 95 healthy comparison (HC) participants were studied. After 8 weeks of escitalopram treatment (10-20 mg/d, flexible dosage), responders (>50% decrease in Montgomery-Åsberg Depression Scale score) were continued on escitalopram; non-responders received adjunctive aripiprazole (2-10 mg/d, flexible dosage). MDD participants were classified into subgroups according to their response profiles at weeks 8 and 16. Baseline group differences in cortical thickness were analyzed with FreeSurfer between HC and MDD groups as well as between response groups. Two-stage longitudinal processing was used to investigate 8-week escitalopram treatment-related changes in cortical thickness. Compared to HC, the MDD group exhibited thinner cortex in the left rostral middle frontal cortex [MNI(X,Y,Z=-29,9,54.5,-7.7); CWP=0.0002]. No baseline differences in cortical thickness were observed between responders and non-responders based on week-8 or week-16 response profile. No changes in cortical thickness was observed after 8 weeks of escitalopram monotherapy. In a two-step 16-week sequential clinical trial we found that baseline cortical thickness does not appear to be associated to clinical response to pharmacotherapy at 8 or 16 weeks.
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Affiliation(s)
- Jee Su Suh
- Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Luciano Minuzzi
- Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Pradeep Reddy Raamana
- Rotman Research Institute, Baycrest Health Sciences; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Andrew Davis
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Geoffrey B Hall
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Jacqueline Harris
- Department of Computing Science, University of Alberta, Edmonton, AB, Canada
| | - Stefanie Hassel
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Mathison Centre for Mental Health Research and Education, University of Calgary, Calgary, AB, Canada
| | - Mojdeh Zamyadi
- Rotman Research Institute, Baycrest Health Sciences; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Stephen R Arnott
- Rotman Research Institute, Baycrest Health Sciences; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Gésine L Alders
- Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Roberto B Sassi
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Roumen Milev
- Departments of Psychiatry and Psychology, Queen's University and Providence Care Hospital, Kingston, ON, Canada
| | - Raymond W Lam
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - Glenda M MacQueen
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Mathison Centre for Mental Health Research and Education, University of Calgary, Calgary, AB, Canada
| | - Stephen C Strother
- Rotman Research Institute, Baycrest Health Sciences; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Sidney H Kennedy
- Canadian Biomarker Integration Network for Depression, St. Michael's Hospital, Toronto, ON, Canada; Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Benicio N Frey
- Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.
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23
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Brunoni AR, Carracedo A, Amigo OM, Pellicer AL, Talib L, Carvalho AF, Lotufo PA, Benseñor IM, Gattaz W, Cappi C. Association of BDNF, HTR2A, TPH1, SLC6A4, and COMT polymorphisms with tDCS and escitalopram efficacy: ancillary analysis of a double-blind, placebo-controlled trial. ACTA ACUST UNITED AC 2019; 42:128-135. [PMID: 31721892 PMCID: PMC7115450 DOI: 10.1590/1516-4446-2019-0620] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 08/20/2019] [Indexed: 12/31/2022]
Abstract
OBJECTIVE We investigated whether single nucleotide polymorphisms (SNPs) associated with neuroplasticity and activity of monoamine neurotransmitters, such as the brain-derived neurotrophic factor (BDNF, rs6265), the serotonin transporter (SLC6A4, rs25531), the tryptophan hydroxylase 1 (TPH1, rs1800532), the 5-hydroxytryptamine receptor 2A (HTR2A, rs6311, rs6313, rs7997012), and the catechol-O-methyltransferase (COMT, rs4680) genes, are associated with efficacy of transcranial direct current stimulation (tDCS) in major depression. METHODS Data from the Escitalopram vs. Electrical Current Therapy for Treating Depression Clinical Study (ELECT-TDCS) were used. Participants were antidepressant-free at baseline and presented with an acute, moderate-to-severe unipolar depressive episode. They were randomized to receive escitalopram/tDCS-sham (n=75), tDCS/placebo-pill (n=75), or placebo-pill/sham-tDCS (n=45). General linear models assessed the interaction between treatment group and allele-wise carriers. Additional analyses were performed for each group and each genotype separately. RESULTS Pairwise group comparisons (tDCS vs. placebo, tDCS vs. escitalopram, and escitalopram vs. placebo) did not identify alleles associated with depression improvement. In addition, exploratory analyses also did not identify any SNP unequivocally associated with improvement of depression in any treatment group. CONCLUSION Larger, combined datasets are necessary to identify candidate genes for tDCS response.
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Affiliation(s)
- Andre R Brunoni
- Departamento de Medicina Interna, Faculdade de Medicina, Universidade de São Paulo (USP), São Paulo, SP, Brazil
| | - Angel Carracedo
- Grupo de Medicina Xenómica/Pharmacogenetics Research, Laboratorio SSL1, Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CiMUS), Santiago de Compostela, Spain
| | - Olalla M Amigo
- Grupo de Medicina Xenómica/Pharmacogenetics Research, Laboratorio SSL1, Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CiMUS), Santiago de Compostela, Spain
| | - Ana L Pellicer
- Grupo de Medicina Xenómica/Pharmacogenetics Research, Laboratorio SSL1, Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CiMUS), Santiago de Compostela, Spain
| | - Leda Talib
- Laboratório de Neurociências (LIM-27) and Instituto Nacional de Biomarcadores em Psiquiatria (INBION), Departamento e Instituto de Psiquiatria, Faculdade de Medicina, São Paulo, SP, Brazil
| | - Andre F Carvalho
- Department of Psychiatry, Faculty of Medicine, University of Toronto & Centre for Addiction & Mental Health (CAMH), Toronto, Canada
| | - Paulo A Lotufo
- Departamento de Medicina Interna, Faculdade de Medicina, Universidade de São Paulo (USP), São Paulo, SP, Brazil
| | - Isabela M Benseñor
- Departamento de Medicina Interna, Faculdade de Medicina, Universidade de São Paulo (USP), São Paulo, SP, Brazil
| | - Wagner Gattaz
- Laboratório de Neurociências (LIM-27) and Instituto Nacional de Biomarcadores em Psiquiatria (INBION), Departamento e Instituto de Psiquiatria, Faculdade de Medicina, São Paulo, SP, Brazil
| | - Carolina Cappi
- Programa Transtornos do Espectro Obsessivo-Compulsivo, Departamento e Instituto de Psiquiatria, Faculdade de Medicina, USP, São Paulo, SP, Brazil
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24
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Bulubas L, Padberg F, Bueno PV, Duran F, Busatto G, Amaro E, Benseñor IM, Lotufo PA, Goerigk S, Gattaz W, Keeser D, Brunoni AR. Antidepressant effects of tDCS are associated with prefrontal gray matter volumes at baseline: Evidence from the ELECT-TDCS trial. Brain Stimul 2019; 12:1197-1204. [DOI: 10.1016/j.brs.2019.05.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2018] [Revised: 04/10/2019] [Accepted: 05/05/2019] [Indexed: 12/23/2022] Open
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25
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Bikson M, Esmaeilpour Z, Adair D, Kronberg G, Tyler WJ, Antal A, Datta A, Sabel BA, Nitsche MA, Loo C, Edwards D, Ekhtiari H, Knotkova H, Woods AJ, Hampstead BM, Badran BW, Peterchev AV. Transcranial electrical stimulation nomenclature. Brain Stimul 2019; 12:1349-1366. [PMID: 31358456 DOI: 10.1016/j.brs.2019.07.010] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 06/25/2019] [Accepted: 07/14/2019] [Indexed: 01/03/2023] Open
Abstract
Transcranial electrical stimulation (tES) aims to alter brain function non-invasively by applying current to electrodes on the scalp. Decades of research and technological advancement are associated with a growing diversity of tES methods and the associated nomenclature for describing these methods. Whether intended to produce a specific response so the brain can be studied or lead to a more enduring change in behavior (e.g. for treatment), the motivations for using tES have themselves influenced the evolution of nomenclature, leading to some scientific, clinical, and public confusion. This ambiguity arises from (i) the infinite parameter space available in designing tES methods of application and (ii) varied naming conventions based upon the intended effects and/or methods of application. Here, we compile a cohesive nomenclature for contemporary tES technologies that respects existing and historical norms, while incorporating insight and classifications based on state-of-the-art findings. We consolidate and clarify existing terminology conventions, but do not aim to create new nomenclature. The presented nomenclature aims to balance adopting broad definitions that encourage flexibility and innovation in research approaches, against classification specificity that minimizes ambiguity about protocols but can hinder progress. Constructive research around tES classification, such as transcranial direct current stimulation (tDCS), should allow some variations in protocol but also distinguish from approaches that bear so little resemblance that their safety and efficacy should not be compared directly. The proposed framework includes terms in contemporary use across peer-reviewed publications, including relatively new nomenclature introduced in the past decade, such as transcranial alternating current stimulation (tACS) and transcranial pulsed current stimulation (tPCS), as well as terms with long historical use such as electroconvulsive therapy (ECT). We also define commonly used terms-of-the-trade including electrode, lead, anode, and cathode, whose prior use, in varied contexts, can also be a source of confusion. This comprehensive clarification of nomenclature and associated preliminary proposals for standardized terminology can support the development of consensus on efficacy, safety, and regulatory standards.
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Affiliation(s)
- Marom Bikson
- Department of Biomedical Engineering, The City College of the City University of New York, New York, NY, USA.
| | - Zeinab Esmaeilpour
- Department of Biomedical Engineering, The City College of the City University of New York, New York, NY, USA.
| | - Devin Adair
- Department of Biomedical Engineering, The City College of the City University of New York, New York, NY, USA
| | - Greg Kronberg
- Department of Biomedical Engineering, The City College of the City University of New York, New York, NY, USA
| | - William J Tyler
- Arizona State University, School of Biological and Health Systems Engineering, Tempe, AZ, USA
| | - Andrea Antal
- Department of Clinical Neurophysiology, University Medical Center Goettingen, Goettingen, Germany; Institute of Medical Psychology, Medical Faculty, Otto-v.-Guericke University of Magdeburg, Magdeburg, Germany
| | | | - Bernhard A Sabel
- Institute of Medical Psychology, Medical Faculty, Otto-v.-Guericke University of Magdeburg, Magdeburg, Germany
| | - Michael A Nitsche
- Leibniz Research Centre for Working Environment ant Human Factors, Dept. Psychology and Neurosciences, Dortmund, Germany; University Medical Hospital Bergmannsheil, Dept. Neurology, Bochum, Germany
| | - Colleen Loo
- School of Psychiatry & Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Dylan Edwards
- Moss Rehabilitation Research Institute, Philadelphia, PA, USA; Edith Cowan University, Joondalup, Australia
| | | | - Helena Knotkova
- MJHS Institute for Innovation in Palliative Care, New York, NY, USA; Department of Family and Social Medicine, Albert Einstein College of Medicine, The Bronx, NY, USA
| | - Adam J Woods
- Center for Cognitive Aging and Memory, McKnight Brain Institute, Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Benjamin M Hampstead
- Mental Health Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA; Neuropsychology Section, Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Bashar W Badran
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Angel V Peterchev
- Department of Psychiatry & Behavioral Sciences, Department of Biomedical Engineering, Department of Electrical & Computer Engineering, Department of Neurosurgery, Duke University, Durham, NC, USA
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26
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Cerebral cortical thickness after treatment with desvenlafaxine succinate in major depressive disorder. Neuroreport 2019; 30:378-382. [DOI: 10.1097/wnr.0000000000001211] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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27
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Aparicio LVM, Rosa V, Razza LM, Sampaio-Junior B, Borrione L, Valiengo L, Lotufo PA, Benseñor IM, Fraguas R, Moffa AH, Gattaz WF, Brunoni AR. Transcranial direct current stimulation (tDCS) for preventing major depressive disorder relapse: Results of a 6-month follow-up. Depress Anxiety 2019; 36:262-268. [PMID: 30637889 DOI: 10.1002/da.22878] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 09/18/2018] [Accepted: 11/30/2018] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The efficacy of transcranial direct current stimulation (tDCS) as a continuation therapy for the maintenance phase of the depressive episode is low and insufficiently investigated in literature. We investigated whether it could be enhanced by using a more intensive treatment regimen compared to previous reports. METHODS Twenty-four patients (16 with unipolar depression and eight with bipolar depression) who presented acute tDCS response (≥50% depression improvement in the Hamilton Depression Rating Scale [HDRS]) after receiving 15 tDCS sessions were followed for up to 6 months or until relapse, defined as clinical worsening and/or HDRS > 15. Sessions were performed twice a week (maximum of 48 sessions) over 24 weeks. The anode and the cathode were positioned over the left and right dorsolateral prefrontal cortex (2 mA current, 30 min sessions were delivered). We performed Kaplan-Meier survival analysis and Cox proportional hazards ratios to evaluate predictors of relapse. RESULTS Out of 24 patients, 18 completed the follow-up period. tDCS treatment was well tolerated. The mean survival duration was 17.5 weeks (122 days). The survival rate at the end of follow-up was 73.5% (95% confidence interval, 50-87). A trend (P = 0.09) was observed for lower relapse rates in nontreatment- vs. antidepressant treatment-resistant patients (7.7% vs. 45.5%, respectively). No differences in efficacy between unipolar and bipolar depression were observed. CONCLUSION An intensive tDCS treatment regimen consisting of sessions twice a week achieved relatively low relapse rates after a 6-month follow up of tDCS responders, particularly for nontreatment-resistant patients.
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Affiliation(s)
- Luana V M Aparicio
- University Hospital, University of São Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Vivianne Rosa
- University Hospital, University of São Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Lais M Razza
- University Hospital, University of São Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Bernardo Sampaio-Junior
- University Hospital, University of São Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Lucas Borrione
- University Hospital, University of São Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Leandro Valiengo
- Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Paulo A Lotufo
- University Hospital, University of São Paulo, São Paulo, Brazil
| | | | - Renerio Fraguas
- University Hospital, University of São Paulo, São Paulo, Brazil.,Laboratory of Psychiatric Neuroimaging (LIM-21), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Adriano H Moffa
- University Hospital, University of São Paulo, São Paulo, Brazil.,School of Psychiatry, Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Wagner F Gattaz
- Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - André Russowsky Brunoni
- University Hospital, University of São Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil.,Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil.,Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
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Suh JS, Schneider MA, Minuzzi L, MacQueen GM, Strother SC, Kennedy SH, Frey BN. Cortical thickness in major depressive disorder: A systematic review and meta-analysis. Prog Neuropsychopharmacol Biol Psychiatry 2019; 88:287-302. [PMID: 30118825 DOI: 10.1016/j.pnpbp.2018.08.008] [Citation(s) in RCA: 118] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 07/30/2018] [Accepted: 08/13/2018] [Indexed: 01/10/2023]
Abstract
Neuroimaging studies assessing neurobiological differences between patients with major depressive disorder (MDD) and healthy controls (HC) are often hindered by small sample sizes and heterogeneity of the patient sample. We performed a comprehensive literature search for studies assessing cortical thickness between patient and control groups, including studies investigating treatment effects on cortical thickness. We identified 34 studies meeting criteria for the systematic review and used Seed-based d Mapping to meta-analyze 24 of those that met additional criteria. Analysis of the full sample of subjects (MDD = 1073; HC = 936) revealed significant thinning in the MDD group in the bilateral orbitofrontal gyrus (BA 11), left pars opercularis (BA 45) and left calcarine fissure/lingual gyrus (BA 17), as well as an area of significant thickening in the left supramarginal gyrus (BA 40). These results support other imaging modalities that report disruptions in various frontal and temporal areas in MDD and identify additional areas in all major cerebral lobes likely to be significant when parsing for biomarkers of treatment or relapse.
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Affiliation(s)
- Jee Su Suh
- MiNDS Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare, Hamilton, ON, Canada
| | - Maiko Abel Schneider
- Department of Psychiatry, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Luciano Minuzzi
- MiNDS Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare, Hamilton, ON, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Glenda M MacQueen
- Department of Psychiatry, Mathison Centre for Mental Health Research and Education, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, AB, Canada
| | - Stephen C Strother
- Rotman Research Institute, Baycrest and Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Sidney H Kennedy
- Canadian Biomarker Integration Network for Depression, St. Michael's Hospital, Toronto, ON, Canada; Department of Psychiatry, University of Toronto, Toronto, ON, Canada; Arthur Sommer Rotenberg Chair in Suicide & Depression Studies, St. Michael's Hospital, Toronto, ON, Canada
| | - Benicio N Frey
- MiNDS Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Mood Disorders Program and Women's Health Concerns Clinic, St. Joseph's Healthcare, Hamilton, ON, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.
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Bares M, Brunovsky M, Stopkova P, Hejzlar M, Novak T. Transcranial Direct-Current Stimulation (tDCS) Versus Venlafaxine ER In The Treatment Of Depression: A Randomized, Double-Blind, Single-Center Study With Open-Label, Follow-Up. Neuropsychiatr Dis Treat 2019; 15:3003-3014. [PMID: 31695391 PMCID: PMC6815763 DOI: 10.2147/ndt.s226577] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 10/04/2019] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Transcranial direct-current stimulation (tDCS), a relatively new neuromodulation approach, provides some evidence of an antidepressant effect. This randomized, 4-week, double-blind study with 8-week, open-label, follow-up compared the efficacy and tolerability of left anodal tDCS with venlafaxine ER (VNF) in the treatment of depression and prevention of early relapse. METHODS Subjects (n = 57) received tDCS (2 mA, 20 sessions, 30 mins) plus placebo (n = 29) or VNF plus sham tDCS (n = 28). Responders to both interventions entered the open-label follow-up. The primary outcome was score change in the Montgomery-Åsberg Depression Rating Scale (MADRS) at week 4 of the study. Secondary outcomes were response, remission, dropout rates and relapse rates within the follow-up. UNLABELLED The mean change in the MADRS score from baseline to week for patients treated with tDCS was 7.69 (95% CI, 5.09-10.29) points and 9.64 (95% CI, 6.20-13.09) points for patients from the VNF group, a nonsignificant difference (1.95, 95% CI -2.25-6.16; t (55) = 0.93, p= 0.36, Cohen´s d = 0.24). There were no significant between-group differences in the MADRS scores from baseline to endpoint (intention-to-treat analysis). The response/remission rate for tDCS (24%/17%) and VNF (43%/32%) as well as the dropout rate (tDCS/VNF; 6/6) did not differ significantly between groups. In the follow-up, relapse (tDCS/VNF; 1/2) and dropout (tDCS/VNF; 2/3) rates were low and comparable. LIMITATIONS A relatively small sample size and short duration of the antidepressant treatment; no placebo arm. CONCLUSION Overall, this study found a similar efficacy of tDCS and VNF in the acute treatment of depression and prevention of early relapse. The real clinical usefulness of tDCS and its optimal parameters in the treatment of depression should be further validated.
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Affiliation(s)
- Martin Bares
- NIMH Clinical Center, National Institute of Mental Health Czech Republic, Topolova 748, Klecany, Czech Republic.,The Department of Psychiatry and Medical Psychology, 3rd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Martin Brunovsky
- NIMH Clinical Center, National Institute of Mental Health Czech Republic, Topolova 748, Klecany, Czech Republic.,The Department of Psychiatry and Medical Psychology, 3rd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Pavla Stopkova
- NIMH Clinical Center, National Institute of Mental Health Czech Republic, Topolova 748, Klecany, Czech Republic.,The Department of Psychiatry and Medical Psychology, 3rd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Martin Hejzlar
- NIMH Clinical Center, National Institute of Mental Health Czech Republic, Topolova 748, Klecany, Czech Republic.,The Department of Psychiatry and Medical Psychology, 3rd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Tomas Novak
- NIMH Clinical Center, National Institute of Mental Health Czech Republic, Topolova 748, Klecany, Czech Republic.,The Department of Psychiatry and Medical Psychology, 3rd Faculty of Medicine, Charles University, Prague, Czech Republic
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Fiquer JT, Moreno RA, Brunoni AR, Barros VB, Fernandes F, Gorenstein C. What is the nonverbal communication of depression? Assessing expressive differences between depressive patients and healthy volunteers during clinical interviews. J Affect Disord 2018; 238:636-644. [PMID: 29957481 DOI: 10.1016/j.jad.2018.05.071] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 05/05/2018] [Accepted: 05/28/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND It is unclear if individuals with Major Depressive Disorder (MDD) present different nonverbal behavior (NVB) compared with healthy individuals, and also if depression treatments affect NVB. In this study, we compared the NVB of MDD subjects and healthy controls. We also verified how MDD subjects' NVB is affected by depression severity and acute treatments. METHODS We evaluated 100 MDD outpatients and 83 controls. We used a 21-category ethogram to assess the frequency of positive and negative NVB at baseline. MDD subjects were also assessed after eight weeks of treatment (pharmacotherapy or neuromodulation). We used the Wilcoxon signed-rank test to compare the NVB of MDD subjects and controls; beta regression models to verify associations between MDD severity and NVB; the Shapiro-Wilk test to verify changes in NVB after treatment; and logistic regression models to verify NVB associated with treatment response according to the Hamilton depression rating scale. RESULTS Compared with controls, MDD subjects presented higher levels of six negative NVB (shrug, head and lips down, adaptive hand gestures, frown and cry) and lower levels of two positive NVB (eye contact and smile). MDD subjects' NVB was not associated with depression severity, and did not significantly change after depression treatment. Treatment responders showed more interpersonal proximity at baseline than non-responders. LIMITATIONS Our ethogram had no measure of behavior duration, and we had a short follow-up period. CONCLUSIONS MDD subjects have more negative and less positive social NVB than controls. Their nonverbal behavior remained stable after clinical response to acute depression treatments.
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Affiliation(s)
- Juliana Teixeira Fiquer
- Laboratory of Medical Investigation (LIM 23), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil.
| | - Ricardo Alberto Moreno
- Mood Disorders Unit (GRUDA), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Andre R Brunoni
- Service of Interdisciplinary Neuromodulation, Laboratory of Neurosciences (LIM-27) and National Institute of Biomarkers in Psychiatry (INBioN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil; Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University, Munich, Germany
| | - Vivian Boschesi Barros
- University of São Paulo School of Public Health, University of São Paulo, São Paulo, Brazil
| | - Fernando Fernandes
- Mood Disorders Unit (GRUDA), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Clarice Gorenstein
- Laboratory of Medical Investigation (LIM 23), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil; Department of Pharmacology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil.
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Brunoni AR, Padberg F, Vieira ELM, Teixeira AL, Carvalho AF, Lotufo PA, Gattaz WF, Benseñor IM. Plasma biomarkers in a placebo-controlled trial comparing tDCS and escitalopram efficacy in major depression. Prog Neuropsychopharmacol Biol Psychiatry 2018; 86:211-217. [PMID: 29894705 DOI: 10.1016/j.pnpbp.2018.06.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 06/02/2018] [Accepted: 06/07/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND Transcranial direct current stimulation (tDCS) holds promise as a therapeutic intervention for major depressive disorder (MDD). A more precise understanding of its underlying mechanisms may aid in the identification of subsets of patients responsive to tDCS within the context of precision psychiatry. OBJECTIVE In this ancillary investigation of the Escitalopram vs. Electrical Current Therapy for Treating Depression Clinical Study (ELECT-TDCS), we investigated whether plasma levels of several cytokines and neurotrophic factors associated with major depression or antidepressant response predicted tDCS effects. METHODS We examined, in 236 patients at 3 timepoints during a 10-week treatment course, plasma levels of nerve growth factor (NGF), brain-derived (BDNF), glial-cell line derived neurotrophic factor (GDNF), the interleukins (IL) IL-1ß, IL-6, IL-8, IL-10, IL-12p70, IL-18, IL-33, tumor necrosis factor-alpha (TNF-alpha), and its soluble receptors sTNFr1 and sTNFr2. General linear models and mixed-models analyses of variance were used to respectively assess whether plasma levels of these molecules (1) predicted tDCS antidepressant improvement and (2) changed over time. RESULTS After correction for multiple comparisons (false discovery rate method), NGF baseline levels predicted early depression improvement for tDCS vs. escitalopram, whilst other biomarkers did not significantly predict treatment improvement. The levels of IL12p70, IL10, IL-1ß, IL-8 and sTNFr1 decreased over time, regardless of allocation group and clinical response. CONCLUSION In general, peripheral biomarkers were not associated with the outcome. The post-hoc finding of baseline NGF levels predicting early depression improvement for tDCS should be explored in further studies.
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Affiliation(s)
- André R Brunoni
- University Hospital, University of São Paulo, São Paulo, Brazil; Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil; Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil.; Department of Psychiatry and Psychotherapy, University Hospital, LMU, Munich, Germany.
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital, LMU, Munich, Germany
| | | | - Antônio Lucio Teixeira
- Interdisciplinary Laboratory of Medical Investigation, Federal University of Minas Gerais, Minas Gerais, Brazil; Neuropsychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, TX, USA
| | - André F Carvalho
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada,; Center for Addiction and Mental Health (CAMH), Toronto, ON M6J 1H4, Canada
| | | | - Wagner F Gattaz
- Laboratory of Neuroscience (LIM27) and National Institute of Biomarkers in Neuropsychiatry (INBioN), Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
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Affiliation(s)
- Zachary D. Cohen
- Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Robert J. DeRubeis
- Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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Transcranial Direct Current Stimulation (tDCS): A Promising Treatment for Major Depressive Disorder? Brain Sci 2018; 8:brainsci8050081. [PMID: 29734768 PMCID: PMC5977072 DOI: 10.3390/brainsci8050081] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/19/2018] [Accepted: 05/03/2018] [Indexed: 12/28/2022] Open
Abstract
Background: Transcranial direct current stimulation (tDCS) opens new perspectives in the treatment of major depressive disorder (MDD), because of its ability to modulate cortical excitability and induce long-lasting effects. The aim of this review is to summarize the current status of knowledge regarding tDCS application in MDD. Methods: In this review, we searched for articles published in PubMed/MEDLINE from the earliest available date to February 2018 that explored clinical and cognitive effects of tDCS in MDD. Results: Despite differences in design and stimulation parameters, the examined studies indicated beneficial effects of tDCS for MDD. These preliminary results, the non-invasiveness of tDCS, and its good tolerability support the need for further research on this technique. Conclusions: tDCS constitutes a promising therapeutic alternative for patients with MDD, but its place in the therapeutic armamentarium remains to be determined.
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Bikson M, Brunoni AR, Charvet LE, Clark VP, Cohen LG, Deng ZD, Dmochowski J, Edwards DJ, Frohlich F, Kappenman ES, Lim KO, Loo C, Mantovani A, McMullen DP, Parra LC, Pearson M, Richardson JD, Rumsey JM, Sehatpour P, Sommers D, Unal G, Wassermann EM, Woods AJ, Lisanby SH. Rigor and reproducibility in research with transcranial electrical stimulation: An NIMH-sponsored workshop. Brain Stimul 2018; 11:465-480. [PMID: 29398575 PMCID: PMC5997279 DOI: 10.1016/j.brs.2017.12.008] [Citation(s) in RCA: 126] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 12/01/2017] [Accepted: 12/21/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Neuropsychiatric disorders are a leading source of disability and require novel treatments that target mechanisms of disease. As such disorders are thought to result from aberrant neuronal circuit activity, neuromodulation approaches are of increasing interest given their potential for manipulating circuits directly. Low intensity transcranial electrical stimulation (tES) with direct currents (transcranial direct current stimulation, tDCS) or alternating currents (transcranial alternating current stimulation, tACS) represent novel, safe, well-tolerated, and relatively inexpensive putative treatment modalities. OBJECTIVE This report seeks to promote the science, technology and effective clinical applications of these modalities, identify research challenges, and suggest approaches for addressing these needs in order to achieve rigorous, reproducible findings that can advance clinical treatment. METHODS The National Institute of Mental Health (NIMH) convened a workshop in September 2016 that brought together experts in basic and human neuroscience, electrical stimulation biophysics and devices, and clinical trial methods to examine the physiological mechanisms underlying tDCS/tACS, technologies and technical strategies for optimizing stimulation protocols, and the state of the science with respect to therapeutic applications and trial designs. RESULTS Advances in understanding mechanisms, methodological and technological improvements (e.g., electronics, computational models to facilitate proper dosing), and improved clinical trial designs are poised to advance rigorous, reproducible therapeutic applications of these techniques. A number of challenges were identified and meeting participants made recommendations made to address them. CONCLUSIONS These recommendations align with requirements in NIMH funding opportunity announcements to, among other needs, define dosimetry, demonstrate dose/response relationships, implement rigorous blinded trial designs, employ computational modeling, and demonstrate target engagement when testing stimulation-based interventions for the treatment of mental disorders.
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Affiliation(s)
- Marom Bikson
- Department of Biomedical Engineering, The City College of the City University of New York, United States
| | - Andre R Brunoni
- Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, University of Sao Paulo, Sao Paulo, Brazil
| | - Leigh E Charvet
- Department of Neurology, New York University School of Medicine, New York, NY, United States
| | - Vincent P Clark
- Department of Psychology, University of New Mexico, Albuquerque, NM, United States
| | - Leonardo G Cohen
- Human Cortical Physiology and Neurorehabilitation Section, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Zhi-De Deng
- Experimental Therapeutics and Pathophysiology Branch, National Institute of Mental Health, Bethesda, MD, United States
| | - Jacek Dmochowski
- Department of Biomedical Engineering, The City College of the City University of New York, United States
| | - Dylan J Edwards
- Non-invasive Brain Stimulation and Human Motor Control Laboratory, Burke Rehabilitation and Research, Burke-Cornell Medical Research Facility, White Plains, New York and School of Medicine and Health Sciences, Edith Cowan University, Perth, Australia
| | - Flavio Frohlich
- Department of Psychiatry, Cell Biology and Physiology, Biomedical Engineering, and Neurology, Carolina Center for Neurostimulation, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | - Emily S Kappenman
- Department of Psychology, San Diego State University, San Diego, CA, United States
| | - Kelvin O Lim
- Department of Psychiatry, University of Minnesota, Minneapolis Veterans Administration Health Care System, and Defense Veterans Brain Injury Center, Minneapolis, MN, United States
| | - Colleen Loo
- School of Psychiatry and Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Antonio Mantovani
- Department of Physiology, Pharmacology and Neuroscience, City College of the City University of New York, New York, NY, United States
| | - David P McMullen
- Division of Translational Research, National Institute of Mental Health, Bethesda, MD, United States
| | - Lucas C Parra
- Department of Biomedical Engineering, The City College of the City University of New York, United States
| | - Michele Pearson
- Division of Translational Research, National Institute of Mental Health, Bethesda, MD, United States
| | - Jessica D Richardson
- Department of Speech and Hearing Sciences, University of New Mexico, Albuquerque, NM, United States
| | - Judith M Rumsey
- Division of Translational Research, National Institute of Mental Health, Bethesda, MD, United States.
| | - Pejman Sehatpour
- Department of Psychiatry, Columbia University, New York, NY, United States
| | - David Sommers
- Scientific Review Branch, National Institute of Mental Health, Bethesda, MD, United States
| | - Gozde Unal
- Department of Biomedical Engineering, The City College of the City University of New York, United States
| | - Eric M Wassermann
- Behavioral Neurology Unit, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Adam J Woods
- Department of Clinical and Health Psychology, Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
| | - Sarah H Lisanby
- Division of Translational Research, National Institute of Mental Health, Bethesda, MD, United States
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Qin J, Wang Y, Liu W. Current Design with Minimum Error in Transcranial Direct Current Stimulation. Brain Inform 2018. [DOI: 10.1007/978-3-030-05587-5_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Nogueira BS, Fraguas R, Benseñor IM, Lotufo PA, Brunoni AR. Temperament and character traits in major depressive disorder: a case control study. SAO PAULO MED J 2017; 135:469-474. [PMID: 28977097 PMCID: PMC10027245 DOI: 10.1590/1516-3180.2017.0063250517] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 05/25/2017] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Patients with major depressive disorder (MDD) have distinct personality traits, compared with control subjects, although the role of anxiety and positive and negative affects in this finding is unclear. DESIGN AND SETTING A case-control study enrolling 103 antidepressant-free depressed patients and 103 age and gender-matched controls was conducted at the University Hospital, University of São Paulo. METHODS The self-reported scales of the Positive and Negative Affect Schedule (PANAS), State-Trait Anxiety Inventory (STAI) and Cloninger's Temperament and Character Inventory (TCI) were applied. Temperament and character traits were compared between groups using multivariate and bivariate analyses of variance (MANOVA and ANOVA). The influence of anxiety and affect was further investigated using ANOVA and mediation analyses. RESULTS Depressed patients presented higher harm avoidance and lower self-directedness scores than controls. After adjustment for anxiety trait, harm avoidance was no longer significantly different between groups. Mediation analysis revealed that the anxiety trait, but not state-anxiety or affect, fully mediated the influence of group (depressed versus control subjects) on harm avoidance. CONCLUSIONS Our findings confirm that depressed patients present personality traits distinct from those of controls and suggest that MDD is not directly associated with harm avoidance, but that this effect is fully mediated through the anxiety trait.
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Affiliation(s)
- Barbara Schwair Nogueira
- MD, MSc, PhD. Psychologist, Hospital Universitário, Universidade de São Paulo (HU/USP), Center for Clinical and Epidemiological Research & Interdisciplinary Center for Applied Neuromodulation (Centro Interdisciplinar de Neuromodulação Aplicada, CINA), São Paulo (SP), Brazil.
| | - Renerio Fraguas
- MD, PhD. Associate Professor, Department and Institute of Psychiatry, Universidade de São Paulo (USP), Center for Clinical and Epidemiological Research & Interdisciplinary Center for Applied Neuromodulation (Centro Interdisciplinar de Neuromodulação Aplicada, CINA), São Paulo (SP), Brazil.
| | - Isabela Martins Benseñor
- MD, PhD. Associate Professor, Hospital Universitário, Universidade de São Paulo (HU/USP), Center for Clinical and Epidemiological Research & Interdisciplinary Center for Applied Neuromodulation (Centro Interdisciplinar de Neuromodulação Aplicada, CINA), São Paulo (SP), Brazil.
| | - Paulo Andrade Lotufo
- MD, DrPH. Professor, Hospital Universitário, Universidade de São Paulo (HU/USP), Center for Clinical and Epidemiological Research & Interdisciplinary Center for Applied Neuromodulation (Centro Interdisciplinar de Neuromodulação Aplicada, CINA), São Paulo (SP), Brazil.
| | - Andre Russowsky Brunoni
- MD. PhD. Attending Physician, Department and Institute of Psychiatry, Faculdade de Medicina, Hospital Universitário, Universidade de São Paulo (HU/USP), Center for Clinical and Epidemiological Research & Interdisciplinary Center for Applied Neuromodulation (Centro Interdisciplinar de Neuromodulação Aplicada, CINA), Service of Interdisciplinary Neuromodulation (SIN), Laboratory of Neurosciences (Laboratório de Neurociências, LIM-27), São Paulo, Brazil.
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Brunoni AR, Moffa AH, Sampaio-Junior B, Borrione L, Moreno ML, Fernandes RA, Veronezi BP, Nogueira BS, Aparicio LVM, Razza LB, Chamorro R, Tort LC, Fraguas R, Lotufo PA, Gattaz WF, Fregni F, Benseñor IM. Trial of Electrical Direct-Current Therapy versus Escitalopram for Depression. N Engl J Med 2017; 376:2523-2533. [PMID: 28657871 DOI: 10.1056/nejmoa1612999] [Citation(s) in RCA: 250] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND We compared transcranial direct-current stimulation (tDCS) with a selective serotonin-reuptake inhibitor for the treatment of depression. METHODS In a single-center, double-blind, noninferiority trial involving adults with unipolar depression, we randomly assigned patients to receive tDCS plus oral placebo, sham tDCS plus escitalopram, or sham tDCS plus oral placebo. The tDCS was administered in 30-minute, 2-mA prefrontal stimulation sessions for 15 consecutive weekdays, followed by 7 weekly treatments. Escitalopram was given at a dose of 10 mg per day for 3 weeks and 20 mg per day thereafter. The primary outcome measure was the change in the 17-item Hamilton Depression Rating Scale (HDRS-17) score (range, 0 to 52, with higher scores indicating more depression). Noninferiority of tDCS versus escitalopram was defined by a lower boundary of the confidence interval for the difference in the decreased score that was at least 50% of the difference in the scores with placebo versus escitalopram. RESULTS A total of 245 patients underwent randomization, with 91 being assigned to escitalopram, 94 to tDCS, and 60 to placebo. In the intention-to-treat analysis, the mean (±SD) decrease in the score from baseline was 11.3±6.5 points in the escitalopram group, 9.0±7.1 points in the tDCS group, and 5.8±7.9 points in the placebo group. The lower boundary of the confidence interval for the difference in the decrease for tDCS versus escitalopram (difference, -2.3 points; 95% confidence interval [CI], -4.3 to -0.4; P=0.69) was lower than the noninferiority margin of -2.75 (50% of placebo minus escitalopram), so noninferiority could not be claimed. Escitalopram and tDCS were both superior to placebo (difference vs. placebo, 5.5 points [95% CI, 3.1 to 7.8; P<0.001] and 3.2 points [95% CI, 0.7 to 5.5; P=0.01], respectively). Patients receiving tDCS had higher rates of skin redness, tinnitus, and nervousness than did those in the other two groups, and new-onset mania developed in 2 patients in the tDCS group. Patients receiving escitalopram had more frequent sleepiness and obstipation than did those in the other two groups. CONCLUSIONS In a single-center trial, tDCS for the treatment of depression did not show noninferiority to escitalopram over a 10-week period and was associated with more adverse events. (Funded by Fundação de Amparo à Pesquisa do Estado de São Paulo and others; ELECT-TDCS ClinicalTrials.gov number, NCT01894815 .).
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Affiliation(s)
- Andre R Brunoni
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Adriano H Moffa
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Bernardo Sampaio-Junior
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Lucas Borrione
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Marina L Moreno
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Raquel A Fernandes
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Beatriz P Veronezi
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Barbara S Nogueira
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Luana V M Aparicio
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Lais B Razza
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Renan Chamorro
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Luara C Tort
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Renerio Fraguas
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Paulo A Lotufo
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Wagner F Gattaz
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Felipe Fregni
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
| | - Isabela M Benseñor
- From the Service of Interdisciplinary Neuromodulation, Department and Institute of Psychiatry, Laboratory of Neurosciences (LIM-27) (A.R.B., B.S.-J., L.B., L.V.M.A., R.F., W.F.G.), and the Interdisciplinary Center for Applied Neuromodulation, University Hospital (A.R.B., A.H.M., B.S.-J., L.B., M.L.M., R.A.F., B.P.V., B.S.N., L.V.M.A., L.B.R., R.C., L.C.T., R.F., P.A.L., I.M.B.), University of São Paulo, São Paulo; and the Spaulding Neuromodulation Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston (F.F.)
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Huang YJ, Lane HY, Lin CH. New Treatment Strategies of Depression: Based on Mechanisms Related to Neuroplasticity. Neural Plast 2017; 2017:4605971. [PMID: 28491480 PMCID: PMC5405587 DOI: 10.1155/2017/4605971] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Revised: 03/10/2017] [Accepted: 03/23/2017] [Indexed: 12/22/2022] Open
Abstract
Major depressive disorder is a severe and complex mental disorder. Impaired neurotransmission and disrupted signalling pathways may influence neuroplasticity, which is involved in the brain dysfunction in depression. Traditional neurobiological theories of depression, such as monoamine hypothesis, cannot fully explain the whole picture of depressive disorders. In this review, we discussed new treatment directions of depression, including modulation of glutamatergic system and noninvasive brain stimulation. Dysfunction of glutamatergic neurotransmission plays an important role in the pathophysiology of depression. Ketamine, an N-methyl-D-aspartate (NMDA) receptor antagonist, has rapid and lasting antidepressive effects in previous studies. In addition to ketamine, other glutamatergic modulators, such as sarcosine, also show potential antidepressant effect in animal models or clinical trials. Noninvasive brain stimulation is another new treatment strategy beyond pharmacotherapy. Growing evidence has demonstrated that superficial brain stimulations, such as transcranial magnetic stimulation, transcranial direct current stimulation, cranial electrotherapy stimulation, and magnetic seizure therapy, can improve depressive symptoms. The antidepressive effect of these brain stimulations may be through modulating neuroplasticity. In conclusion, drugs that modulate neurotransmission via NMDA receptor and noninvasive brain stimulation may provide new directions of treatment for depression. Furthermore, exploring the underlying mechanisms will help in developing novel therapies for depression in the future.
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Affiliation(s)
- Yu-Jhen Huang
- Department of Psychiatry and Brain Disease Research Center, China Medical University Hospital, Taichung, Taiwan
| | - Hsien-Yuan Lane
- Department of Psychiatry and Brain Disease Research Center, China Medical University Hospital, Taichung, Taiwan
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- Department of Psychology, College of Medical and Health Sciences, Asia University, Taichung, Taiwan
| | - Chieh-Hsin Lin
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
- Center for General Education, Cheng Shiu University, Kaohsiung, Taiwan
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Fernandes RA, Fiquer JT, Gorenstein C, Razza LB, Fraguas R, Borrione L, Benseñor IM, Lotufo PA, Dantas EM, Carvalho AF, Brunoni AR. Nonverbal behaviors are associated with increased vagal activity in major depressive disorder: Implications for the polyvagal theory. J Affect Disord 2017; 209:18-22. [PMID: 27870941 DOI: 10.1016/j.jad.2016.11.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Revised: 10/26/2016] [Accepted: 11/07/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND Major depressive disorder (MDD) is associated with impairments in nonverbal behaviors (NVBs) and vagal activity. The polyvagal theory proposes that vagal activity regulates heart rate and NVBs by modulating a common anatomically and neurophysiologically discrete social engagement system. However, the association between these putative endophenotypes has not yet been explored. We hypothesize that in MDD, NVBs indicating positive affects and social interest and those indicating negative feelings and social disinterest could be associated with different patterns of vagal activity. METHODS For this cross-sectional study we recruited 50 antidepressant-free participants with moderate-to-severe MDD. Vagal activity was indexed by heart rate variability (HRV) measures, and positive and negative nonverbal behaviors (NVBs) by a validated ethogram. Associations between NVBs and HRV were explored by bivariate analyses and multivariable models were adjusted by age, gender, depression severity, and self-reported positive and negative affects. RESULTS HRV measures indicative of higher vagal activity were positively correlated with positive NVBs exhibited during the clinical interview. Conversely, NVBs related to negative affects, low energy and social disinterest were not associated with HRV. LIMITATIONS Absence of a control group. CONCLUSIONS The findings highlight that the examined depression endophenotypes (nonverbal behaviors and vagal activity) are related, shedding light on MDD pathophysiology in the context of the polyvagal theory.
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Affiliation(s)
| | - Juliana T Fiquer
- LIM-23, Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Clarice Gorenstein
- LIM-23, Institute of Psychiatry, University of São Paulo, São Paulo, Brazil; Department of Pharmacology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | | | - Renério Fraguas
- University Hospital, University of São Paulo, São Paulo, Brazil; Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Lucas Borrione
- University Hospital, University of São Paulo, São Paulo, Brazil; Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | | | - Paulo A Lotufo
- University Hospital, University of São Paulo, São Paulo, Brazil
| | - Eduardo Miranda Dantas
- Collegiate of Biological Sciences, Federal University of Vale do São Francisco, Petrolina, Brazil
| | - Andre F Carvalho
- Department of Clinical Medicine and Translational Psychiatry Research Group, Faculty of Medicine, Federal University of Ceará, Fortaleza, CE, Brazil
| | - André R Brunoni
- University Hospital, University of São Paulo, São Paulo, Brazil; Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil; Service of Interdisciplinary Neuromodulation, Laboratory of Neurosciences (LIM-27), Institute of Psychiatry, São Paulo, Brazil.
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tDCS for the treatment of depression: a comprehensive review. Eur Arch Psychiatry Clin Neurosci 2016; 266:681-694. [PMID: 26842422 DOI: 10.1007/s00406-016-0674-9] [Citation(s) in RCA: 108] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 01/18/2016] [Indexed: 12/24/2022]
Abstract
Transcranial direct current stimulation (tDCS) has been investigated for the treatment of major depressive disorders in recent years. Here, we review the implications of current research for the clinical use of tDCS in the treatment of major depressive disorder. Meta-analyses, randomized, placebo-controlled clinical trials, open-label trials, case reports and review articles were identified through a systematic search of the literature database of the National Institutes of Health (USA). Available articles were evaluated with regard to their clinical relevance. Results of tDCS efficacy are inconsistent due to the small sample sizes, the heterogeneous patient samples and the partially high treatment resistance in some studies. Overall, tDCS has very low side effects. Meta-analyses suggest some efficacy of tDCS in the treatment of acute depressive disorder with moderate effect size, and low efficacy in treatment-resistant depression. A general statement about the efficacy of tDCS as a therapeutic tool in major depression seems to be premature. tDCS is considered as a safe therapeutic option and is associated with only minor side effects. The effectiveness of tDCS decreases with resistance to treatment. Psychotropic drugs may attenuate or amplify its effects. The use of 2 mA current strength over 20 min per day over a short time span can be considered as safe.
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Alonzo A, Aaronson S, Bikson M, Husain M, Lisanby S, Martin D, McClintock SM, McDonald WM, O'Reardon J, Esmailpoor Z, Loo C. Study design and methodology for a multicentre, randomised controlled trial of transcranial direct current stimulation as a treatment for unipolar and bipolar depression. Contemp Clin Trials 2016; 51:65-71. [DOI: 10.1016/j.cct.2016.10.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 10/04/2016] [Accepted: 10/10/2016] [Indexed: 01/17/2023]
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da Silva RDMF, Brunoni AR, Miguel EC, Shavitt RG. Transcranial direct current stimulation for treatment-resistant obsessive-compulsive disorder: report on two cases and proposal for a randomized, sham-controlled trial. SAO PAULO MED J 2016; 134:446-450. [PMID: 27901245 PMCID: PMC10871858 DOI: 10.1590/1516-3180.2016.0155010716] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 07/01/2016] [Indexed: 01/10/2023] Open
Abstract
CONTEXT AND OBJECTIVE Neuromodulation techniques for treating obsessive-compulsive disorder (OCD) have expanded through greater understanding of the brain circuits involved in this disorder. Transcranial direct current stimulation (tDCS), a non-invasive technique, has been studied as an alternative for treatment-resistant OCD. We describe the design of a clinical trial using tDCS for OCD and report on the outcomes from two patients with primary OCD who were resistant to cognitive-behavioral therapy and to selective serotonin reuptake inhibitors, and who received tDCS in an open manner during the training phase for the study procedures. DESIGN AND SETTING Methodological description of a clinical trial using tDCS for treatment-resistant OCD at a university hospital; and a report on two cases. METHODS The proposed study is randomized, sham-controlled and double-blind. Forty-four patients will be randomized to either active or sham intervention. The active intervention consists of applying an electric current of 2 mA, with the cathode positioned in the region corresponding to the supplementary motor cortex (bilaterally) and the anode positioned in the deltoid. The primary outcome will be the reduction in baseline YBOCS (Yale-Brown Obsessive Compulsive Scale) score at the end of week 4. The secondary outcomes will be depression and anxiety symptoms. Genetic markers, cortical excitability and neurocognitive performance will be investigated. RESULTS The first patient showed significant improvement, whereas the second remained symptomatic after four weeks and after six months. tDCS was well tolerated. CONCLUSION tDCS for treatment-resistant OCD merits randomized controlled trials that test its effectiveness.
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Affiliation(s)
- Renata de Melo Felipe da Silva
- MD. Doctoral Student, Obsessive-Compulsive Spectrum Disorders Program, Department and Institute of Psychiatry, Hospital das Clínicas (HC), Faculdade de Medicina da Universidade de São Paulo (USP), São Paulo, SP, Brazil.
| | - André Russowsky Brunoni
- MD, PhD. Director, Service of Interdisciplinary Neuromodulation (SIN), Department and Institute of Psychiatry, Hospital das Clínicas (HC), Faculdade de Medicina da Universidade de São Paulo (USP), São Paulo, SP, Brazil.
| | - Eurípedes Constantino Miguel
- MD, PhD. Full Professor of Psychiatry, Obsessive-Compulsive Spectrum Disorders Program, Department and Institute of Psychiatry, Hospital das Clínicas (HC), Faculdade de Medicina da Universidade de São Paulo (USP), São Paulo, SP, Brazil.
| | - Roseli Gedanke Shavitt
- MD, PhD. Director, Obsessive-Compulsive Spectrum Disorders Program, Department and Institute of Psychiatry, Hospital das Clínicas (HC), Faculdade de Medicina da Universidade de São Paulo (USP), São Paulo, SP, Brazil.
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Veronezi BP, Moffa AH, Carvalho AF, Galhardoni R, Simis M, Benseñor IM, Lotufo PA, Machado-Vieira R, Daskalakis ZJ, Brunoni AR. Evidence for increased motor cortical facilitation and decreased inhibition in atypical depression. Acta Psychiatr Scand 2016; 134:172-82. [PMID: 27028276 DOI: 10.1111/acps.12565] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/10/2016] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Major depressive disorder (MDD) is a clinically heterogeneous condition. However, the role of cortical glutamate and gamma-aminobutyric acid (GABA) receptor-mediated activity, implicated in MDD pathophysiology, has not been explored in different MDD subtypes. Our aim was to assess the atypical and melancholic depression subtypes regarding potential differences in GABA and glutamate receptor-mediated activity through established transcranial magnetic stimulation (TMS) neurophysiological measures from the motor cortex. METHOD We evaluated 81 subjects free of antidepressant medication, including 21 healthy controls and 20 patients with atypical, 20 with melancholic, and 20 with undifferentiated MDD. Single and paired-pulse TMS paradigms were used to evaluate intracortical facilitation (ICF), cortical silent period (CSP), and short intracortical inhibition (SICI), which index glutamate, GABAB receptor-, and GABAA receptor-mediated activity respectively. RESULTS Patients with MDD demonstrated significantly decreased mean CSP values than healthy controls (Cohen's d = 0.22-0.3, P < 0.01 for all comparisons). Atypical depression presented a distinct cortical excitability pattern of decreased cortical inhibition and increased cortical facilitation, that is, an increased mean ICF and SICI ratios than other depression subtypes (d = 0.22-0.33, P < 0.01 for all comparisons). CONCLUSION Different MDD subtypes may demonstrate different neurophysiology in relation to GABAA and glutamatergic activity. TMS as an investigational tool might be useful to distinguish between different MDD subtypes.
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Affiliation(s)
- B P Veronezi
- Interdisciplinary Center for Applied Neuromodulation, University Hospital, University of Sao Paulo, São Paulo, Brazil
| | - A H Moffa
- Interdisciplinary Center for Applied Neuromodulation, University Hospital, University of Sao Paulo, São Paulo, Brazil
| | - A F Carvalho
- Department of Psychiatry and Translational Psychiatry Research Group, Faculty of Medicine, Federal University of Ceará, Fortaleza, Ceara, Brazil
| | - R Galhardoni
- Service of Interdisciplinary Neuromodulation, Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil.,School of Arts, Science and Humanities, University of São Paulo, São Paulo, Brazil.,Pain Center, Department of Neurology, University of São Paulo, São Paulo, Brazil.,Medicine School of University City of São Paulo (UNICID), São Paulo, Brazil
| | - M Simis
- Institute of Physical Medicine and Rehabilitation, Clinics Hospital of the University of Sao Paulo Medical School, São Paulo, Brazil
| | - I M Benseñor
- Interdisciplinary Center for Applied Neuromodulation, University Hospital, University of Sao Paulo, São Paulo, Brazil
| | - P A Lotufo
- Interdisciplinary Center for Applied Neuromodulation, University Hospital, University of Sao Paulo, São Paulo, Brazil
| | - R Machado-Vieira
- Experimental Therapeutics and Pathophysiology Branch, National Institute of Mental Health (NIH), Bethesda, MD, USA
| | - Z J Daskalakis
- Temerty Centre for Therapeutic Brain Intervention and Campbell Family Research Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - A R Brunoni
- Interdisciplinary Center for Applied Neuromodulation, University Hospital, University of Sao Paulo, São Paulo, Brazil.,Service of Interdisciplinary Neuromodulation, Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
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Sreeraj VS, Bose A, Shanbhag V, Narayanaswamy JC, Venkatasubramanian G, Benegal V. Monotherapy With tDCS for Treatment of Depressive Episode During Pregnancy: A Case Report. Brain Stimul 2016; 9:457-458. [DOI: 10.1016/j.brs.2016.03.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2016] [Revised: 03/05/2016] [Accepted: 03/07/2016] [Indexed: 11/27/2022] Open
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Cai Y, Li S, Liu J, Li D, Feng Z, Wang Q, Chen C, Xue G. The Role of the Frontal and Parietal Cortex in Proactive and Reactive Inhibitory Control: A Transcranial Direct Current Stimulation Study. J Cogn Neurosci 2016; 28:177-86. [DOI: 10.1162/jocn_a_00888] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Abstract
Mounting evidence suggests that response inhibition involves both proactive and reactive inhibitory control, yet its underlying neural mechanisms remain elusive. In particular, the roles of the right inferior frontal gyrus (IFG) and inferior parietal lobe (IPL) in proactive and reactive inhibitory control are still under debate. This study aimed at examining the causal role of the right IFG and IPL in proactive and reactive inhibitory control, using transcranial direct current stimulation (tDCS) and the stop signal task. Twenty-two participants completed three sessions of the stop signal task, under anodal tDCS in the right IFG, the right IPL, or the primary visual cortex (VC; 1.5 mA for 15 min), respectively. The VC stimulation served as the active control condition. The tDCS effect for each condition was calculated as the difference between pre- and post-tDCS performance. Proactive control was indexed by the RT increase for go trials (or preparatory cost), and reactive control by the stop signal RT. Compared to the VC stimulation, anodal stimulation of the right IFG, but not that of the IPL, facilitated both proactive and reactive control. However, the facilitation of reactive control was not mediated by the facilitation of proactive control. Furthermore, tDCS did not affect the intraindividual variability in go RT. These results suggest a causal role of the right IFG, but not the right IPL, in both reactive and proactive inhibitory control.
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