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Neuropsychiatric Electrophysiology

Review
Open Access

Application of transcranial direct current stimulation to psychiatric disorders: trends and perspectives

Neuropsychiatric Electrophysiology20151:10

https://doi.org/10.1186/s40810-015-0012-x

©  Yokoi and Sumiyoshi. 2015

Received: 16 January 2015

Accepted: 1 June 2015

Published: 19 August 2015

Abstract

Background

Growing attention is paid to transcranial direct current stimulation (tDCS) as a novel neuromodulation method in the treatment of psychiatric illnesses. In spite of its simple procedure, electrophysiological influence of tDCS is complex and not fully understood. Therefore, its procedure and clinical application is yet to be established. To address this issue, we reviewed and summarized reports currently available, and proposed future directions.

Methods

We searched PubMed for the literature of tDCS, targeting depression, cognitive enhancement or schizophrenia, sham-controlled, and repeated stimulation sessions.

Results

Among psychiatric conditions, depression is most associated with positive effects of tDCS, based on the recent systematic review, due to homogeneity in methodology adopted in randomized sham-controlled trials. For cognitive enhancement and/or treatment of schizophrenia, results are less consistent, and the methods are more heterogeneous.

Conclusion

Large-scale well-designed trials are needed to more accurately evaluate the efficacy of tDCS. In this article, considerations of optimal stimulation conditions are also provided.

Keywords

Transcranial direct current stimulationNeuromodulationDepressionDementiaCognitive functionSchizophrenia

Introduction

Growing attention is paid to transcranial direct current stimulation (tDCS) as a novel neuromodulation method in the treatment of psychiatric illnesses. Its basic concept is simple; applying a weak current (no more than 2 mA) over a period of time (usually no more than 30 min) to the brain via two or more electrodes, of which at least one is put over the scalp. The history of tDCS can be traced back to the 19th century. In 1930s, tDCS was once disregarded as a treatment tool with the advent of electroconvulsive therapy. The reasons for its abandonment may also have included inconsistent results, unknown mode of action, and the lack of reliable and reproducible methods and verification processes (Steinberg 2013). However, the recent progress in methodology, reproducibility, and positive results under some conditions has facilitated the renaissance of tDCS. Among the neuromodulation devices currently available, e.g. electroconvulsive therapy (ECT), vagus nerve stimulation, and transcranial magnetic stimulation (TMS) (Table 1), we will provide a brief overview of tDCS. Considerations will be given to the difference from other modalities of stimulation methods, as well as challenges to promote its clinical applications.
Table 1

Psychiatric neuromodulation methods compared with tDCS (adapted from (George et al. 2011))

 

ECT

VNS

TMS

DBS

tDCS

Clinical Approval By FDA

Depression

Epilepsy

TRD

PD

None approved

Schizophrenia etc.

TRD

Migraine

TRD

   

OCD

Anesthesia

General

General

No

General

No

Possible Risks

Amnesia

Hoarseness

Headache

Stroke

Skin redness

Delirium

Cough

Dizziness

Infection

Scalp discomfort

  

Scalp discomfort

Seizure

 

Number of sessions for depression

8 to 12 sessions

NA

20 to 30 sessions

NA

5 to 15 sessions

2 to 3 sessions a week

 

3–5 sessions a week

 

3–5 sessions a week

General cost in the U.S.

$800 to $1000 per session

$5,000 to $30,000

$300 per session

$130,000 (Stroupe et al. 2014)

No more than TMS per session

ECT: electroconvulsive therapy, VNS: vagus nerve stimulation, TMS: transcranial magnetic stimulation, tDCS: transcranial direct current stimulation, TRD: treatment-resistant depression, PD: Parkinson’s disease, OCD: Obsessive-compulsive disorder, NA: not applicable

The most common type of tDCS is the 1x1 paradigm, which uses two (one anode and one cathode) rubber electrodes covered by saline-soaked sponges (usually 20 to 35 cm2).

Figure 1 shows an example of how applying tDCS to a subject looks like. In terms of safety, recent tDCS studies largely adapt the protocol including the use of sponges of 25 – 35 cm2 in size and currents of 1 – 2 mA applied for up to 30 min. Similar to the case with ECT, the mechanism of action of tDCS is not fully understood yet. There has been a concept that the electrical current through the brain is believed to evoke depolarization of neurons and increasing excitability of the cortical region below the anodal electrode, with opposite effects on the cathodal electrode (Stagg et al. 2013). However, controversy exists on this view (Lopez-Alonso et al. 2014; Wiethoff et al. 2014). Its excitatory effect remains up to 90 min (Nitsche and Paulus 2001), and daily repetitive stimulations elicit prolonged influences (Alonzo et al. 2012). Besides the effect on resting membrane potentials, tDCS has been suggested to modify synaptic transmissions linked to glutamatergic and GABAergic activities　(Mondino et al. 2014; Stagg and Nitsche 2011). Specifically, the after-effects of tDCS have been demonstrated to depend on modifications of NMDA-receptor efficacy (Stagg and Nitsche 2011). The tDCS-induced excitability change is modulated by agonists or antagonists at catecholamine, acetylcholine or serotonin receptors (Stagg and Nitsche 2011; Medeiros et al. 2012).
Fig. 1

tDCS administration at National Center of Neurology and Psychiatry Hospital. A subject (front) sits on a sofa relaxed, and a researcher (behind) controls the tDCS device (a). In this picture, anodal (b) and cathodal (c) electrodes with 35-cm2 size are put on F3 and right supraorbital region, respectively. We use a head strap (d) for convenience and reproducibility, and also use a rubber band (e) for reducing resistance

Contrary to its simple procedure, current flows during tDCS seem complex. Compared to TMS, electric fields caused by tDCS tend to be more diffused and non-focal (Russell et al. 2013), and interpersonal anatomical difference may affect its clinical outcome along with change in its electrical field (Kim et al. 2014). In a computer model experiment, the electric field is influenced by geometry of sulci and gyri between electrodes (Miranda et al. 2013). Another report suggests thicknesses of the cerebrospinal fluid and the skull, the gyral depth, and the distance to the anode and cathode affect electric field, accounting for up to 50 % of the spatial variation (Opitz et al. 2015). Moreover, even a slight (about 5 %) drift of electrodes during stimulation can cause significant change in electric field.(Woods et al. 2014) Therefore, current flows may vary substantially, which may cause inconsistent effects between individuals (Horvath et al. 2014). The variations of current flow may also be associated with paradoxical stimulation effects, as represented by “cathodal stimulation” and suppressing performance by either anodal or cathodal stimulation (Filmer et al. 2013). Moreover, a couple of recent reports suggest around half of healthy subjects do not show an expected excitatory effect on anodal tDCS (Lopez-Alonso et al. 2014; Wiethoff et al. 2014). Further, no persistent excitability changes during anodal, cathodal or sham stimulation have been reported, while polarity-independent after-effect was present (Santarnecchi et al. 2014).

Recently, high-definition tDCS (HD-tDCS), using an array of small electrodes (as small as those for electroencephalogram), has been investigated in the context of increasing the focality (Edwards et al. 2013) to reduce interpersonal variations (Miranda et al. 2013; Datta et al. 2012). To the best of our knowledge, clinical benefits of HD-tDCS in psychiatric conditions has not yet been reported. Also, novel approaches with regard to types of electric currents have been studied, suggesting unique effects on neurons. Transcranial alternating current stimulation (tACS) uses fluctuating and alternating polarity of current with a certain frequency, instead of direct current, and is suggested to produce brain oscillations (Helfrich et al. 2014). Transcranial random noise stimulation (tRNS) is a special form of tACS, with a frequency spectrum characteristic of white noise (Terney et al. 2008). Head-to-head comparison of tDCS, tACS and tRNS for tinnitus suggests tRNS elicits the largest suppressive effect on its loudness (Vanneste et al. 2013).

In this review, we will focus on the current status of applications of the 1x1 tDCS method to psychiatric conditions.

Review

Methods

Although this is not a systematic review, we adopted following criteria for reproducibility. We searched MEDLINE using the words “transcranial direct current stimulation” OR “tDCS” to find 1859 articles on 24th, March, 2015. Among them, we set our inclusion criteria for clinical trials which 1) are written in English, 2) target depression, cognitive enhancement, or schizophrenia, 3) are sham-controlled, and 4) consist of more than one session. Our exclusion criteria were 1) animal studies and/or 2) focusing only on online effects (change during tDCS). We also checked the references of these articles, as well as recent reviews and meta-analyses on these topics.

Depression

Among psychiatric conditions, depression has been most extensively studied, and seems most promising target, although evidence is not entirely convincing. In a large double-blind randomized controlled trial (RCT) implemented in Brazil, 120 depressed patients were randomized with a 2x2 factorial design to sertraline, a serotonin reuptake inhibitor used as antidepressant, or placebo, and active or sham tDCS (Brunoni et al. 2013). Compared to sham-tDCS groups, tDCS groups showed significantly greater improvements of depressive symptoms after 10 stimulations in 2 weeks. The benefit of tDCS was further indicated at the end of a 4 week extension period in which two stimulations (every other week) were administered (Brunoni et al. 2013).

A hypothesized rationale of treating depression with tDCS is that altered balance in cortical activities between left and right dorsolateral prefrontal cortex (DLPFC) is related to depressive symptoms (Grimm et al. 2008). Therefore, the left DLPFC or F3 area in the international 10–20 system for electroencephalography is the main target of anodal stimulation. On the other hand, where the cathodal electrode is placed depends on trials. For example, right supraorbital area is commonly used (Palm et al. 2012; Loo et al. 2010; Boggio et al. 2008; Fregni et al. 2006), while some studies adopt F4 (Brunoni et al. 2013; Blumberger et al. 2012) or F8 area (Loo et al. 2012) in the right hemisphere. Further, the number of stimulation sessions differs from 5 to 15, and the size of electrodes also varies. A recent meta-analysis reports these methodological heterogeneities among RCTs, while showing significant effect size (Hedges’ g of 0.37, 95 % confidence interval of 0.04-0.7) and significant odds ratios for response (1.63, 1.26-2.12) and remission (2.50, 1.26-2.49) as a whole (Shiozawa et al. 2014). Only 259 individuals in seven RCTs were evaluated in the meta-analysis; therefore it may be underpowered for statistical comparison in terms of methodological optimality, such as number of sessions, duration of one session, electrode placement, patient characteristics predicting good response, and so forth. In terms of electrode placement, a computational modeling study of tDCS for depression (Bai et al. 2014) suggests montages with the anodal electrode on frontal areas and the cathodal on occipital or extracellular areas may result in greater stimulation of deep structures, including anterior cingulate cortex. These authors suggest tDCS may be effective for melancholic depression, which deserves evaluations with RCTs.

Regarding safety, 8 out of aforementioned 10 RCTs reported adverse events (AEs) during tDCS. Most of them were mild-to-moderate, local and transient, e.g. headache, skin redness, tingling or itchiness. AEs related to psychiatric outcomes include suicide commitment in the sham group (Loo et al. 2010), transient hypomania, and euphoria in the active group (Loo et al. 2012) (one case for each event). tDCS has been reported considerably safe, and all studies met suggested safety criteria (Bikson et al. 2009). Although a large retrospective trial (Poreisz et al. 2007) and other trials suggest AEs related to tDCS seem minor and transient, we should be aware of unreported AEs, as not all RCTs admit systematic AE surveillance, for example by using questionnaires (Brunoni et al. 2011).

Given its safety and effectiveness for depressive symptoms, tDCS may have advantages as a treatment option in specific clinical settings. For example, its non-systemic and non-pharmacological approach may be suitable for patients susceptible to antidepressants, such as pregnant women (Vigod et al. 2014), frail elderly people, and individuals comorbid for neurological diseases. Even if its effect size may not be as large as those of the first-line therapies, the additive effect of tDCS may facilitate its usage as an augmentation treatment for depression before considering other brain stimulation methods, in view of its cost, portability and feasibility. For instance, three RCTs with concurrent cognitive control training have been reported, which were not included in the abovementioned meta-analysis. One of them found significant an antidepressive effect of tDCS (Segrave et al. 2014; Brunoni et al. 2014) , while others (Vanderhasselt et al. 2015; Brunoni et al. 2014) did not (Table 2).
Table 2

RCTs of tDCS and CCT for depressed patients

Author, Year

N

Arms

tDCS protocol

Results

Segrave, 2014 (Segrave et al. 2014)

27

CCT + tDCS

5 sessions in one week,

Significantly more change in MADRS and BDI-II over time in CCT + tDCS than others

Sham CCT + tDCS

2 mA, 24 min, 35 cm2

CCT + sham tDCS

A/C: F3/F8

Brunoni, 2014 (Brunoni et al. 2014)

37

CCT + tDCS CCT + sham tDCS

10 sessions in two weeks, 2 mA, 30 min, 25 cm2 Anode: F3

Cathode: F4

Both groups show recovery after four weeks and non-significantly larger improvement of HDRS and BDI in CCT + sham tDCS

Vanderhasselt, 2015 (Vanderhasselt et al. 2015)

33

CCT + tDCS CCT + sham tDCS

10 sessions in two weeks, 2 mA, 30 min, 25 cm2Anode: F3 Cathode: F4

No significant difference in terms of HDRS and BDI

CCT: cognitive control training, tDCS: transcranial direct current stimulation, A/C: placement of anode/cathode electrodes, MADRS: Montgomery–Åsberg Depression Rating Scale, BDI: Beck depression inventory, HDRS: Hamilton Depression Rating Score

Cognitive enhancement

Studies on the efficacy for treating depressive symptoms simultaneously revealed tDCS may be benign or somehow beneficial for cognitive functions, e.g. several types of memory, executive function, attention, and fluency (Mondino et al. 2014; Demirtas-Tatlidede et al. 2013) (Table 3). This has promoted recent tDCS research targeting cognitive enhancement in other psychiatric conditions, although a recent systematic review is reluctant to conclude that tDCS improves cognition in depressive patients due to methodological issues and risk of biases (Tortella et al. 2014).
Table 3

RCTs for healthy volunteers

Author, Year

N

Arms

tDCS protocol

results

Meinzer, 2014 (Meinzer et al. 2014)

40

tDCS during learning sessions sham tDCS during learning sessions

5 consecutive days, 1 mA, 20 min, 35 cm2 Anode: Cp5 Cathode: right supraorbital region

tDCS was significantly better in learning and recognition in new vocabularies and its benefit was maintained at one-week follow-up.

Martin, 2013 (Martin et al. 2013)

60

tDCS sham tDCS + CT tDCS + CT

10 sessions in 2 weeks, 2 mA, 30 min, 35 cm2 Anode: F3 Cathode: right deltoid muscle

No significant difference on performance on the dual n-back task between tDCS + CT and sham tDCS + CT in post completion and follow-up.

CT: cognitive training (adaptive dual n-back working memory training task)

Two RCTs have been conducted for healthy subjects (Meinzer et al. 2014; Martin et al. 2013). A double-blind RCT recruiting 44 volunteers shows anodal stimulation over the left posterior temporo-parietal junction for 5 consecutive days enhanced verbal learning ability to a greater extent compared to sham-stimulation, which lasted during the 1 week follow-up period (Meinzer et al. 2014). The other with 60 participants suggests significantly better performance of an adaptive dual n-back task in active/sham tDCS + cognitive training (CT) groups than the tDCS-only group after 10 daily sessions. The active tDCS + CT group also showed significantly greater gains on a non-trained test of attention and working memory than the tDCS-only group. On the other hand, there were no significant differences throughout the study between active and sham tDCS groups (Meinzer et al. 2014). Although itching and tickling were observed, serious AEs have not been reported in either study.

As for Alzheimer’s disease (AD), four double-blind RCTs (Ferrucci et al. 2008; Boggio et al. 2009; Boggio et al. 2012; Cotelli et al. 2014) were selected in a recent systematic review (Nardone et al. 2015). However, we excluded two of them (Boggio et al. 2009; Ferrucci et al. 2008), which investigated single-session effects. On the other hand, we noticed two other RCTs; one (Khedr et al. 2014) reports a significant improvement in the Mini-Mental Scale Examination score after 10 sessions of anodal or cathodal stimulations over left DLPFC in 34 AD patients . The other (Suemoto et al. 2014), employing 40 apathetic AD patients, investigated the effect of six sessions of tDCS over 2 weeks on apathy, and found the lack of a significant benefit on apathy and cognitive outcomes. As shown in Table 4, studies so far conducted are largely heterogeneous in methodology and outcomes, and the numbers of participants are small. Only one out of 4 RCTs we selected reported AEs systematically to find tingling and scalp burning were significantly more frequent in active tDCS (Suemoto et al. 2014).
Table 4

RCTs for AD patients

Author, Year

N

Arms

tDCS protocol

Results

Boggio, 2012 (Boggio et al. 2012)

15*

tDCS Sham tDCS

5 sessions in a week, 2 mA, 30 min, 35 cm2 Anode: T3 and T4 Cathode: right deltoid muscle

Significant improvement of visual recognition memory but no significant effect on MMSE, ADAS-Cog, VAT

Cotelli, 2014 (Cotelli et al. 2014)

36

tDCS + ICMT sham tDCS + ICMT tDCS + motor training

10 sessions in 2 weeks, 2 mA, 25 min, 25cm2 Anode: F3 Cathode: right deltoid muscle

No significant improvement in memory except face-name association task

Khedr, 2014 (Khedr et al. 2014)

34

tDCS (Anodal F3 stimulation) tDCS (Cathodal F3 stimulation) sham tDCS

10 sessions in 2 weeks, 2 mA, 25 min, 24 / 100 cm2 Anode: F3 Cathode: right supraorbital region

Both anodal and cathodal stimulation showed more significant improvement in MMSE than sham. Reduction of P300 is also observed in tDCS.

Suemoto, 2014 (Suemoto et al. 2014)

40

tDCS sham tDCS

6 sessions in 2 weeks, 2 mA, 30 min, 35 cm2 Anode: F3Cathode: right orbit

No significant difference in Apathy, as well as ADAS-Cog and other cognitive tests

ICMT: individual computerized memory training, MMSE: Mini-Mental State Examination, ADAS-Cog: Alzheimer Disease Assessment Scale Cognitive Subscale, VAT: visual attention task

*: crossover

One of the largest issues regarding tDCS for cognitive enhancement is that the majority of evidence currently available is based on data from single stimulation or online effects. A recent qualitative analysis suggests a single-session tDCS for healthy subjects did not show any cognitive effect (Horvath et al. 2015). A meta-regressions of 19 experiments from 8 studies, targeting the left DLPFC as anode site, showed faster response in the N-back task, a measure of working memory, in subjects administered tDCS (Brunoni and Vanderhasselt 2014). Among these studies including online tDCS, 18 out of 19 used the crossover design with single stimulation (Brunoni and Vanderhasselt 2014).

Another issue concerning cognitive effects of tDCS is the relation between electrode placement and targeted cognitive domains. A single-blind RCT with various tDCS montages showed that positioning and size of electrodes on both anode and cathode sides affected performance on a semantic fluency task (Penolazzi et al. 2013). Additionally, a recent double-blind RCT with 40 healthy subjects reports 10 sessions of anodal stimulation on bilateral DLPFC combined with computer-assisted cognitive training significantly enhanced verbal working memory and digit span (Park et al. 2014). In that study, the enhancement of verbal working memory lasted for 4 weeks, suggesting the after-effects of tDCS (Park et al. 2014). Montages with multiple electrodes (HD-tDCS), aiming at more focal and multi-focal stimulation, may provide a more sophisticated strategy to determine the optimal disposition of electrodes. Available data are still insufficient, and further efforts, e.g. robust biological modeling and computerized simulation (Truong et al. 2014), may help solve these issues. Especially, we should be aware that precise modeling of the induced electrical fields at the level of the individual brain is desirable in order to better estimate biological effects.

Schizophrenia

In schizophrenia, limited information is available about the effect of tDCS, and so far, two sham-controlled RCTs have been reported (Mattai et al. 2011; Brunelin et al. 2012; Andrade 2013). The first study (Mattai et al. 2011) was implemented to assess the tolerability of tDCS when applied to 12 pediatric schizophrenia patients; 10 sessions of tDCS (20-min duration) with 2 mA current was well tolerated.

Results from another study (Brunelin et al. 2012) suggest tDCS may alleviate positive symptoms, especially hallucinations, as well as negative symptoms. In this study, 30 schizophrenia patients with medication-refractory auditory hallucinations were randomized to receive 20 min of tDCS or sham stimulation twice a day on 5 consecutive days. Left DLPFC was stimulated with the anodal electrode and cathode was placed over the left temporo-parietal cortex to inhibit neural activities around Broca’s area. The active group showed a mean improvement of 31 %, which is significant, as measured by the 7-point Auditory Hallucination Rating Scale (Hoffman et al. 2003). This effect lasted for 3 months, although hallucinations remained in all patients. Additionally, negative symptoms, as evaluated by the Positive and Negative Symptom Scale (PANSS) (Kay et al. 1987), were significantly improved with tDCS. Severe AEs were not reported, but all patients experienced a transient mild tingling or a slight itching sensation associated with the onset of stimulation.

While not sham-controlled, one RCT compared unilateral (anode on F3 and cathode on TP3) and bilateral (anode on F3/F4 and cathode on TP3/TP4) tDCS (Fitzgerald et al. 2014). In that study, 24 patients with schizophrenia or schizoaffective disorder were randomized, and 11 received bilateral and 13 received unilateral tDCS once a day for 15 sessions in 3 weeks. Neither group showed any significant improvement in psychotic symptoms, as measured by PANSS or the Scale for the Negative Symptoms (Andreasen 1982). The cognitive effect of unilateral or bilateral tDCS was not reported, although some cognitive assessments were conducted (Fitzgerald et al. 2014). No major adverse events were reported, but some patients experienced itchiness, headaches and non-specific site discomfort.

Conclusions and recommendations

We provided an overview on the results of relative long-term effects of tDCS on clinical symptoms. Needless to say, large RCTs with methodological sophistication, targeting several psychiatric conditions, are awaited. RCTs must follow the safety criteria (Bikson et al. 2009) and the common protocols are electrode sizes of 25–35 cm2 (generating densities ranging from 0.28-0.80 A/m2) for up to 20–40 min (Brunoni et al. 2012).

For depression, DLPFC is a rational target and results seem promising. A computed modeling study suggests fronto-extracephalic or fronto-occipital montages may be more efficient to stimulate DLPFC than montages used in the majority of the current studies (Bai et al. 2014), which needs further verifications. Besides, daily stimulation is probably preferable because one investigation suggested it can induce significantly greater cortical excitability than tDCS every other day (Alonzo et al. 2012). The aforementioned meta-analysis suggests a larger number of sessions may be more effective (Shiozawa et al. 2014). Trials of tDCS as augmenting therapy should also be implemented for other diseases we have mentioned, and future trials may want to incorporate into technologies to reduce interpersonal variability including individual anatomical modeling, while we should also acknowledge its current technical issues. Further, considering negative results in some trials, identification of treatment-responsive characteristics of patients is critical.

Areas of cognitive enhancement and treatment of schizophrenia, which are less established in terms of effective methodology, merits further explorations, based on pathophysiology-driven hypotheses. Some studies are likely to adopt the methods used in depression trials without rationales, and findings were often not replicated. Since the duration of each session and the total amount of current flow cannot be changed much for safety reasons, we should primarily focus on establishing appropriate parameters. In fact, electrode placement (including HD-tDCS) and type (mode) of current flow (including tACS and tRNS) could be good candidates, as supported by electrophysiological modeling (Truong et al. 2014; Eichelbaum et al. 2014).

Abbreviations

AD: 

Alzheimer’s Disease

AE: 

Adverse Event

CT: 

Cognitive Training

DLPFC: 

Dorso Lateral Prefrontal Cortex

ECT: 

Electroconvulsive Therapy

HD-tDCS: 

High-Definition Transcranial Direct Current Stimulation

PANSS: 

Positive and Negative Symptom Scale

RCT: 

Randomized Controlled Trial

SANS: 

the Scale for the Negative Symptoms

tACS: 

transcranial Alternating Current Stimulation

tDCS: 

transcranial Direct Current Stimulation

tRNS: 

transcranial Random Noise Stimulation

Declarations

Acknowledgements

This work is supported by grants Japan Society for the Promotion of Science Grant-in-Aid for Scientific Research (No. 26461761 and 26860958), Health and Labour Sciences Research Grants for Comprehensive Research on Disability, Health, and Welfare (H26-Seishin-Ippan-011), and Intramural Research Grant for Neurological and Psychiatric Disorders of NCNP (27–1).

The authors thank Dr. Mitsutoshi Okazaki for fruitful discussions.

Authors’ Affiliations

(1)
Department of Psychiatry, National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Japan
(2)
Department of Clinical Research Promotion, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan

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© Yokoi and Sumiyoshi. 2015

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Neuropsychiatric Electrophysiology

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