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. 2019 Aug 20;14(8):e0221613. doi: 10.1371/journal.pone.0221613

Correction: Transcranial direct current stimulation in attention-deficit hyperactivity disorder: A meta-analysis of neuropsychological deficits

Mohammad Ali Salehinejad, Miles Wischnewski, Vahid Nejati, Carmelo M Vicario, Michael A Nitsche
PMCID: PMC6701807  PMID: 31430352

The values of three out of the ten studies (bolded in the Tables) included in this meta-analysis were entered incorrectly due to copy-pasting errors. As a result, there are errors in Tables 14, Fig 2, and the Abstract, Results, and Discussion sections. The authors confirm that these modifications do not alter the conclusions of the study.

Table 1. Characteristic of studies included in meta-analysis for the effecs of tDCS on inhibitory control.

# Authors N Mean age tDCS montage (target/reference) Intensity Duration Polarity On-/off-line Control Task Outcome Hedges’ g
1 Allenby et al (2018) 37 37.17 (range 18–56) F3/Fp2 (25 cm2 both) 2 mA 3 days x 20 min Anodal Offline Baseline + sham CPT False positive errors 0.42
True positive errors -0.06
Response time -0.11
F3/Fp2 (25 cm2 both) 2 mA 3 days x 20 min Anodal Offline Baseline + sham SST Reaction time -0.18
2 Bandeira et al (2016) 9 11.1 ± 2.8 F3/Fp2 (35 cm2 both) 2 mA 5 days x 30 min Anodal Offline Baseline NEPSY II Total errors 0.12
Completion time 0.54
3 Breitling et al (2016) 21 14.33 (range 13–17) F8/mastoid (35 cm2 both) 1 mA 20 min Anodal Online Sham Flanker task Omission errors -0.11
Comission errors 0.46
Reaction time -0.14
Reaction time variability 0.13
F8/mastoid (35 cm2 both) 1 mA 20 min Cathodal Online Sham Flanker task Omission errors -0.60
Comission errors 0.17
Reaction time 0.13
Reaction time variability -0.02
4 Cosmo et al (2015) 30 31.8 ± 11.6 F3/F4 (35 cm2 both) 1 mA 20 min Anodal Offline Sham Go/No-go task (letters) Correct responses 0.06
Omission errors -0.08
Comission errors 0.26
Go/No-go task (fruits) Correct responses -0.12
Omission errors -0.05
Comission errors -0.15
5 Munz et al (2015) 14 12.3 ± 1.4 F3+F4/both mastoids (0.5 cm2 all) 0–0.25 mA (oscillatory) 5 x 5 min Anodal Offline Sham Go/No-go task Reaction time 0.88
Reaction time variability 0.83
6 Nejati et al (2017) experiment 1 15 10 ± 2.2 F3/F4 (25 cm2 both) 1 mA 15 min Anodal Offline Sham Go/No-go task Go accuracy 0.13
No-go accuracy 0.08
Reaction time 0.24
Stroop task Accuracy 0.70
Reaction time 1.09
7 Nejati et al (2017) experiment 2 10 9 ± 1.8 F3/Fp2 (25 cm2 both) 1 mA 15 min Anodal Offline Sham Go/No-go task Go accuracy 0.41
No-go accuracy 0.66
Reaction time -0.24
F3/Fp2 (25 cm2 both) 1 mA 15 min Cathodal Offline Sham Go/No-go task Go Accuracy 0.41
No-go accuracy 1.21
Reaction time -0.68
8 Soltaninejad et al (2015) 20 Range 15–17 F3/Fp2 (35 cm2 both) 1.5 mA 8 min Anodal Offline Sham Go/No-go task Go accuracy -0.05
No-go accuracy 0.03
Reaction time 0.23
Stroop task Accuracy 0.57
Reaction time 0.23
F3/Fp2 (35 cm2 both) 1.5 mA 8 min Cathodal Offline Sham Go/No-go task Go accuracy -0.54
No-go accuracy 0.73
Reaction time -0.02
Stroop task Accuracy 0.33
Reaction time 0.11
Reaction time 0.02
9 Sotnikova et al (2017) 13 14.33 ± 1.3 F3 (13 cm2)/ Cz (35 cm2) 1 mA 30 min Anodal Online Sham Go/No-go accuracy (hits+correct rejections/total number of stimuli) -0.68
Reaction time 0.24
Reaction time variability -0.05

tDCS = transcranial direct current stimulation; F3 = left dlPFC; F4 = right dlPFC; F8 = inferior frontal gyrus; Fp1 = left supraorbital area; Fp2 = right supraorbital area; online = task performance during tDCS; offline = task performance after tDCS; CPT = Conners Continuous Performance Task; SST = Stop Signal Task (SST).

Table 4. Meta-analysis results for the effects of tDCS on working memory in ADHD patients.

Cumulative effect size Normality Heterogeneity
Analysis N Ē 95% CI Z p-value Fail-safe number KS test p-value Qtotal p-value
Polarity independent
        All studies 18 0.150 -0.226–0.527 0.782 0.4342 0 0.121 LB 0.200 17.30 0.434
Polarity-dependent
        Anodal tDCS 16 0.103 -0.317–0.523 0.481 0.6307 0 0.109 LB 0.200 15.39 0.424
Speed vs Accuracy
    Accuracy 11 -0.192 -0.672–0.288 -0.784 0.4330 0 0.160 LB 0.200 10.12 0.430
    Speed 7 0.659 0.173–1.146 2.658 0.0079 16 0.141 LB 0.200 5.88 0.437

tDCS = Transcranial Direct Current Stimulation; Ē = cumulative effect size; CI = Confidence interval; KS = Kolmogorov-Smirnov’s test of normality; Qtotal = total heterogeneity represented by Cohen’s Q; Significant results are highlighted in bold

Fig 2.

Fig 2

Meta-analysis and forest plot results including Hedges’ g and 95% confidence interval and Cumulative effect size of tDCS on inhibitory control (top) and working memory (down).

In Table 1, there are errors in results under the column titled “Hedges’ g” for the studies “Cosmo et al (2015)”, “Nejati et al (2017) experiment 1”, “Nejati et al (2017) experiment 2”, and “Sotnikova et al (2017)”.

In Table 2, there are errors in results under the column titled “Hedges’ g” for the studies “Nejati et al (2017) experiment 1” and “Nejati et al (2017) experiment 2”.

Table 2. Characteristic of studies included in the meta-analysis for the effects of tDCS on working memory.

# Authors N Mean age tDCS montage (target/reference) Intensity Duration Polarity On-/off-line Control Task Outcome Hedges’ g
1 Bandeira et al (2016) 9 11.1 ± 2.8 F3/Fp2 (35 cm2 both) 2 mA 5 days x 30 min Anodal Offline Baseline Digit span forward Amount -0.87
Digit span backward Amount -0.40
Corsi cube forward Amount -0.45
Corsi cube backward Amount 0.08
2 Nejati et al (2017) experiment 1 15 10 ± 2.2 F3/F4 (25 cm2 both) 1 mA 15 min Anodal Offline Sham 1-back task Accuracy 0.08
Reaction time 1.39
3 Nejati et al (2017) experiment 2 10 9 ± 1.8 F3/Fp2 (25 cm2 both) 1 mA 15 min Anodal Offline Sham 1-back task Accuracy 1.15
Reaction time 0.96
F3/Fp2 (25 cm2 both) 1 mA 15 min Cathodal Offline Sham 1-back task Accuracy 0.54
Reaction time 0.54
4 Prehn-Kristensen et al (2014) 12 12.1 (range 10–14) F3+F4/both mastoids (0.5 cm2 all) 0–0.25 mA (oscillatory) 5 x 5 min Anodal Offline Baseline + sham Digit span Amount -0.61
5 Soff et al (2017) 15 14.2 ± 1.2 F3 (3.14 cm2)/Cz (12.5 cm2) 1 mA 5 days x 20 min Anodal Offline Baseline + sham QB (1-back) task QB score (errors and reaction time) 0.50
6 Sotnikova et al (2017) 13 14.33 ± 1.3 F3 (13 cm2)/ Cz (35 cm2) 1 mA 30 min Anodal Online Sham 1-back task Accuracy -0.99
Reaction time -0.05
Reaction time variability 0.18
2-back task Accuracy -1.14
Reaction time 0.65
Reaction time variability 1.06

tDCS = transcranial direct current stimulation; F3 = left dlPFC; F4 = right dlPFC; Fp2 = right supraorbital area; online = task performance during tDCS; offline = task performance after tDCS; QbTest = Quantified Behavior Test.

In Tables 3 and 4, there are errors in the results reported in the “Analysis” rows under the column subheadings of “Ē”, “Z”, “p-value”, “Fail-safe number”, “KS test”, “Qtotal”, and “p-value”.

Table 3. Meta-analysis results for the effects of tDCS on inhibitory control in ADHD patients.

Cumulative effect size Normality Heterogeneity
Analysis N Ē 95% CI Z p-value Fail-safe number KS test p-value Qtotal p-value
Polarity-independent
    All studies 46 0.117 0.008–0.252 2.104 0.0353 79 0.105 LB 0.200 46.13 0.425
        dlPFC only 38 0.145 0.021–0.270 2.292 0.0219 79 0.101 LB 0.200 38.16 0.417
        rIFG only 8 0.005 -0.261–0.271 0.037 0.9705 0 0.195 LB 0.200 6.411 0.493
Polarity-dependent
    Anodal tDCS 34 0.124 0.010–0.238 2.132 0.0330 57 0.127 0.181 33.07 0.464
        dlPFC only 30 0.133 0.007–0.460 2.069 0.0385 49 0.137 0.156 29.21 0.454
        rIFG only 4 0.084 -0.422–0.589 0.325 0.7452 0 1 2.25 0.523
    Cathodal tDCS 12 0.073 -0.231–0.378 0.471 0.6376 0 0.162 LB 0.200 11.90 0.371
        dlPFC only 8 0.168 -0.297–0.634 0.708 0.4789 0 0.129 LB 0.200 7.65 0.364
        rIFG only 4 -0.075 -0.635–0.486 -0.263 0.7926 0 1 3.01 0.390
Speed vs Accuracy
    Accuracy 27 0.113 -0.034–0.260 1.507 0.1319 0 0.125 LB 0.200 26.88 0.415
    Speed 19 0.123 -0.054–0.300 1.390 0.1645 0 0.224 0.013 18.08 0.451

tDCS = Transcranial Direct Current Stimulation; dlPFC = dorsolateral prefrontal cortex; LB = lower bound; rIFG = right inferior frontal gyrus; Ē = cumulative effect size; CI = Confidence interval; KS = Kolmogorov-Smirnov’s test of normality; Qtotal = total heterogeneity represented by Cohen’s Q; Significant results are highlighted in bold. dlPFC refers to either left dlPFC or bilateral dlPFC (for detailed information refer to Tables 1 and 2 under tDCS montage column). 1KS test could not be performed because of too small sample size

Please see the correct Tables 14 here.

Fig 2 has been corrected to reflect the updated results. Please see the corrected Fig 2 here.

In the Abstract, there is modification to the seventh and eighth sentences. The correct sentences are: “Additionally, a significant improving effect of tDCS WM speed (but not accuracy) was found with a medium effect size. Overall, this meta-analysis supports a beneficial effect of tDCS on inhibitory control and WM in ADHD with a small effect size.”

In the “Effects of tDCS on inhibitory control in ADHD patients” subsection of the Results, there are several errors throughout. The corrected “Effects of tDCS on inhibitory control in ADHD patients” subsection is as follows:

“A significant cumulative effect size (Ē) of 0.117 (Z = 2.10, p = 0.035) was observed for a general tDCS effect on inhibitory control, taking polarity not into account Kolmogorov-Smirnov’s test of normality showed that the distribution of the effect sizes was not significantly different from a normal distribution (lower bound p = 0.20) and total heterogeneity of the effect sizes was not significant (Qtotal = 46.13, p = 0.425). The fail-safe number indicated that 79 unpublished null-findings would be required to render the effect non-significant. Exploration of montage showed that only dlPFC stimulation (l-dlPFC and bilateral) (Ē = 0.145, Z = 2.29, p = 0.021), but not rIFG stimulation (Ē = 0.005, Z = 0.04, p = 0.971) yielded a significant increase of accuracy rates in inhibitory control task performance.

Subsequently, polarity-dependent effects were investigated. Studies using anodal tDCS showed a significant Ē of 0.124 (Z = 2.13, p = 0.033), with a fail-safe number of 57 showing that anodal tDCS significantly improved inhibitory control. This sample was distributed normally (lower bound p = .20) and showed no significant heterogeneity (Qtotal = 33.07, p = 0.464). As for the stimulation polarity-independent analysis, this effect was driven by studies using a left and bilateral dlPFC montage (Ē = 0.133, Z = 2.07, p = 0.038), whereas the rIFG montage did not yield a significant effect (Ē = 0.084, Z = 0.33, p = 0.745). In contrast to anodal tDCS, cathodal tDCS did not show a significant overall effect (Ē = 0.073, Z = 0.47, p = 0.637).

Finally, an analysis was performed separating outcomes measures that focused on accuracy or amount of errors compared to the speed of response. The results showed no significant cumulative effect of tDCS on accurate responses in inhibitory control tasks (Ē = 0.113, Z = 1.51, p = 0.131). No significant cumulative effect was found for speed neither (Ē = 0.123, Z = 1.39, p = 0.164). For this last analysis, a deviation from normality was observed (p = 0.031). Results are summarized in Table 3.”

In the “Effects of tDCS on working memory in ADHD patients” subsection of the Results, there are several errors throughout. The corrected “Effects of tDCS on working memory in ADHD patients” subsection is as follows:

“No significant cumulative effect was observed for tDCS on working memory, without taking polarity into account (Ē = 0.150, Z = 0.78, p = 0.434). Also, no effect of tDCS was observed when only studies with an anodal montage were included (Ē = 0.103, Z = 0.48, p = 0.630). However, when separating outcomes for accuracy and speed, a significant effect of tDCS on speed was observed. TDCS led to a faster response time (Ē = 0.659, Z = 2.65, p = 0.008), with a fail-safe number of 16. The sample was normally distributed (lower bound p = .20) and no significant heterogeneity was seen (Qtotal = 5.88, p = 0.437). These results should be interpreted with caution, given the low sample size (N = 7). Moreover, results showed that tDCS did have no significant effect on accuracy of working memory task performance (Ē = -0.192, Z = -0.78, p = 0.433). Results are shown in Table 4.”

In the Discussion, there are errors in the second sentence of the second paragraph (fifth reported results). The correct sentence is: “Further sub-analyses yielded the following findings: (1) tDCS has an overall significant cumulative effect on inhibitory control in ADHD with a small effect size, (2) when the targeted brain region is taken into account, only tDCS over the dlPFC had a significant effect on inhibitory control (small effect size), but not tDCS over the rIFG, (3) when stimulation polarity was taken into account, only anodal, but not cathodal tDCS had a significant effect on inhibitory control, (4) when both polarity and targeted region are taken into account, only anodal tDCS of the dlPFC had a significant effect on inhibitory control with a small effect size, (5) and when analyzing inhibitory control outcomes separately, tDCS had no significant cumulative effect neither on accuracy, nor speed (i.e., reaction time).”

In the “tDCS effects on inhibitory control in ADHD” subsection of the Discussion, there is an error in the first sentence of the second paragraph. The correct sentence is: “Anodal dlPFC tDCS had the largest effect size (despite of small effect) on inhibitory control in ADHD populations, whereas anodal rIFG tDCS had no significant effect.”

The following sentence is missing from the Conclusion subsection: “However it is of note that all of the cumulative significant effect sizes were almost small except the one for effects of tDCS on working memory speed.” The corrected Conclusion subsection is as follows:

“The findings of this meta-analysis of tDCS interventions in ADHD suggest an improvement of neuropsychological deficits (i.e., inhibitory control and WM) by tDCS. Stimulation polarity and target area are relevant for the efficacy of tDCS in ADHD. Anodal dlPFC tDCS had a significantly superior effect on inhibitory control compared to cathodal/sham stimulation and anodal rIFG tDCS. TDCS significantly increased response accuracy of inhibitory control performance and decreased response time in WM tasks. However it is of note that all of the cumulative significant effect sizes were almost small except the one for effects of tDCS on working memory speed. Although our findings suggest improving effects of tDCS in ADHD neuropsychological deficits, the clinical utility of tDCS cannot be firmly rated with the currently available findings. Application of this method as a therapeutic intervention will require optimizing stimulation protocols based on general stimulation parameters and individual and inter-individual factors for improvement of clinical efficacy, exploration of clinical symptoms in addition to surrogate parameters, and achievement of sustained clinical benefits by tDCS over longer durations of time. Thus, future research is needed to more thoroughly explore and refine optimal stimulation parameters required for tDCS-based cognitive improvement and implementing robust experimental designs in different ADHD subtypes. Broadly speaking, the potential for tDCS as a non-invasive brain stimulation technique to safely improve neuroplasticity and treat neurological and neurodevelopmental disorders is encouraging. Future studies utilizing tDCS will further increase our understanding of neural networks and how to treat their pathological states in ADHD and other neurodevelopmental disorders including autism and learning disabilities.”

Reference

  • 1.Salehinejad MA, Wischnewski M, Nejati V, Vicario CM, Nitsche MA (2019) Transcranial direct current stimulation in attention-deficit hyperactivity disorder: A meta-analysis of neuropsychological deficits. PLoS ONE 14(4): e0215095 10.1371/journal.pone.0215095 [DOI] [PMC free article] [PubMed] [Google Scholar]

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