Transcranial oscillatory direct current stimulation during sleep improves declarative memory consolidation in children with attention-deficit/hyperactivity disorder to a level comparable to healthy controls
Open accessAbstract
BACKGROUND: Slow oscillations (<1 Hz) during slow wave sleep (SWS) promote the consolidation of declarative memory. Children with attention-deficit/hyperactivity disorder (ADHD) have been shown to display deficits in sleep-dependent consolidation of declarative memory supposedly due to dysfunctional slow brain rhythms during SWS. OBJECTIVE: Using transcranial oscillating direct current stimulation (toDCS) at 0.75 Hz, we investigated whether an externally triggered increase in slow oscillations during early SWS elevates memory performance in children with ADHD. METHODS: 12 children with ADHD underwent a toDCS and a sham condition in a double-blind crossover study design conducted in a sleep laboratory. Memory was tested using a 2D object-location task. In addition, 12 healthy children performed the same memory task in their home environment. RESULTS: Stimulation enhanced slow oscillation power in children with ADHD and boosted memory performance to the same level as in healthy children. CONCLUSION: These data indicate that increasing slow oscillation power during sleep by toDCS can alleviate declarative memory deficits in children with ADHD.
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Written from the paper’s full text.
TL;DR
In a double-blind crossover, 0.75 Hz transcranial oscillating direct current stimulation during early slow wave sleep enhanced slow oscillation power and prevented overnight declarative memory loss in 12 children with ADHD, bringing their consolidation to the level of 12 healthy controls. The authors conclude that externally increasing slow oscillations can alleviate sleep-dependent declarative memory deficits in ADHD.
Key findings
- In ADHD, the sham condition showed overnight memory loss (baseline 67.5 ± 1.7% to retrieval 57.3 ± 3.0%; t(11) = 4.3, P = .001), whereas stimulation showed no loss (65.6 ± 1.6% to 66.2 ± 3.0%; t(11) = .22, P = .829); stimulation vs sham consolidation difference was P = .004, one-tailed.
- Unstimulated ADHD had worse sleep-dependent consolidation than healthy controls (ADHD −10.2 ± 2.4 vs controls −2.3 ± 3.4; t(22) = 1.9, P = .038, one-tailed), but after stimulation the groups did not differ (ADHD 0.5 ± 2.6 vs controls −2.3 ± 3.4; t(22) = .6, P = .520).
- Slow oscillation power in sleep stage 4 was higher after toDCS than sham (157 ± 17.4 vs 134 ± 12.7; F(1,11) = 7.3, P = .02); macro sleep parameters did not differ between nights (P > .3).
- Control variables (mood, alertness, digit-span) showed no significant STIM effects or interactions (P > .1), except alertness was lower before encoding than retrieval overall (F(1,11) = 7.3, P = .021).
Methods
- 12 male children with ADHD (mean age 12.1, range 10–14) and 12 healthy boys (mean age 11.9, range 9–14). ADHD completed a double-blind crossover toDCS vs sham in a sleep laboratory (three nights: adaptation, stimulation, sham, ≥1 week apart); healthy controls performed the memory task at home and did not receive toDCS per ethics committee advice.
- Declarative memory was tested with a computer card-pair object-location task (15 pairs), encoding repeated until ≥60% correct, retrieval next morning; outcome was the difference in correctly identified locations from the last encoding round to retrieval.
- toDCS was sinusoidal 0.75 Hz anodal stimulation at F3/F4 with mastoid references, started 4 min after first NREM stage 2, 5 × 5 min separated by 1 min. Analysis used 2 × 2 ANOVA (STIM × SESSION) for ADHD memory/control variables, t-tests between groups, 2 × 8 ANOVA (STIM × POSITION) for SO power, and t-tests for sleep architecture; alpha was .05, with the primary hypothesis tested one-tailed.
Limitations
- Stated: the ethics committee advised against applying toDCS in healthy children, so controls slept at home and were not stimulated; authors acknowledge possible non-comparability but argue home testing may underestimate control performance and that sleep architecture, tiredness, and mood were comparable.
- Stated: toDCS during sleep requires sophisticated technical support; benefit may not generalize to all populations (e.g., healthy elderly did not benefit in cited work), and replications and studies in other patient groups are needed.
- Evident from the text: small samples (12 per group), all male, and healthy controls lacked stimulation and detailed EEG, so the design cannot directly test toDCS effects in controls or fully equate laboratory vs home conditions.
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Integrity signals
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Cites
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Claims the paper makes
0 of 42 cited sources checked · 0 supported · 0 flagged
- Findingown data
Unstimulated children with ADHD displayed worse sleep-dependent memory consolidation than healthy controls.
“As assumed, unstimulated children with ADHD displayed worse sleep-dependent memory consolidation than healthy controls [ADHD: À10.2 Æ 2.4; controls: À2.3 Æ 3.4; t(22) ¼ 1.9, P ¼ .038,onetailed].”
Quote in the paperSubstantial claim- Rests on an assumption: Sleep-dependent memory consolidation in healthy children assessed at home is comparable to that in children with ADHD assessed in the sleep laboratory.
- Findingown data
There were no differences between groups with respect to baseline memory performance.
“There were no differences between groups with respect to baseline memory performance (P > .4).”
Quote in the paperSubstantial claim - Findingown data
The ANOVA of SO power during post-stimulation intervals in ADHD did not reveal any effects.
“The ANOVA of SO power during post-stimulation intervals in ADHD did not reveal any effects (P < .09).”
Quote in the paperNot a substantial claim - Findingown data
In children with ADHD, during sham condition, memory performance was worse than in healthy controls.
“While children with ADHD during sham condition showed worse memory performance than healthy controls, this memory deficit vanished after applying toDCS during sleep.”
Quote in the paperSubstantial claim - Findingown data
Digit-span performance was worse in children with ADHD than in healthy controls in both encoding sessions.
“The digitspan performance was worse in children with ADHD than in healthy controls in both encoding sessions”
Quote in the paperNot a substantial claim
- Findingown data
toDCS during early sleep elevated memory consolidation to the level of healthy controls.
“Here, we observed that toDCS during early sleep enhanced slow oscillation power and elevated memory consolidation to the level of healthy controls.”
Quote in the paperSubstantial claim - Findingown data
toDCS during early sleep enhanced slow oscillation power.
“Here, we observed that toDCS during early sleep enhanced slow oscillation power and elevated memory consolidation to the level of healthy controls.”
Quote in the paperSubstantial claim - Findingown data
Sleep-dependent memory consolidation was higher in the stimulation than in the sham condition in children with ADHD.
“These data confirm our hypothesis that sleep-dependent memory consolidation was higher in the stimulation than in the sham condition (P ¼ .004,one-tailed).”
Quote in the paperSubstantial claim - Findingown data
After stimulation, sleep-dependent memory performance did not differ between children with and without ADHD.
“However after stimulation, the sleep-dependent memory performance did not differ between children with and without ADHD [ADHD: .5 Æ 2.6; controls: À2.3 Æ 3.4; t(22) ¼ .6,P ¼ .520].”
- Also stated in: § Abstract · plain
“boosted memory performance to the same level as in healthy children.”
Quote in the paperSubstantial claim- Rests on an assumption: Sleep-dependent memory consolidation in healthy children assessed at home is comparable to that in children with ADHD assessed in the sleep laboratory.
- Also stated in: § Abstract · plain
- Findingown data
The analysis of memory performance in children with ADHD revealed a significant interaction between STIM (toDCS vs. sham) and SESSION (learning vs. retrieval).
“The analysis of memory performance in children with ADHD revealed a significant interaction between the factors STIM (toDCS vs. sham) and SESSION (learning vs. retrieval) [F(1,11) ¼ 10.9, P ¼ .007;main effect for SESSION: F(1,11) ¼ 6.2, P ¼ .03;main effect for STIM: F(1,11) ¼ 1.0, P ¼ .328].”
Quote in the paperSubstantial claim - Findingown data
In children with ADHD, no memory loss over the retention interval was present in the stimulation condition.
“but not in the stimulation condition [baseline: 65.6 Æ 1.6; retrieval: 66.2 Æ 3.0; t(11) ¼ .22,P ¼ .829;see also Table 2 and Fig. 2].”
Quote in the paperSubstantial claim - Findingown data
When the analysis was based only on sleep stage 4 epochs, SO activity in sleep stage 4 was significantly enhanced after tDCS compared to the sham condition.
“However, when the analysis was based only on sleep stage 4 epochs, there was a main effect of STIM, indicating that the SO activity in sleep stage 4 was significantly enhanced after tDCS (157 Æ 17.4) compared to the sham condition [134 Æ 12.7; F(1,11) ¼ 7.3, P ¼ .02;see also Fig. 3].”
Quote in the paperNot a substantial claim - Findingown data
There were no differences in macro sleep parameters between ADHD during sham night and healthy children.
“Likewise, there were no differences in macro sleep parameters between ADHD during sham night and healthy children (P > .5;see Table S1 in Supplement).”
Quote in the paperNot a substantial claim- Rests on an assumption: Sleep-dependent memory consolidation in healthy children assessed at home is comparable to that in children with ADHD assessed in the sleep laboratory.
- Findingown data
In children with ADHD, toDCS enhanced slow oscillation power.
“Stimulation enhanced slow oscillation power in children with ADHD and boosted memory performance to the same level as in healthy children.”
Quote in the paperSubstantial claim - Findingown data
All macro sleep parameters (TIB, TST, sleep efficiency, and sleep stage durations) did not differ between stimulation and sham night.
“All macro sleep parameters (TIB, TST, sleep efficiency, and sleep stage durations) did not differ between stimulation and sham night (P > .3;see Table S1 in Supplement).”
Quote in the paperSubstantial claim - Findingown data
In children with ADHD, a memory loss over the retention interval was present in the sham condition.
“Subsequent t-tests showed that a memory loss over the retention interval was present in the sham condition [baseline: 67.5 Æ 1.7; retrieval: 57.3 Æ 3.0; t(11) ¼ 4.3, P ¼ .001]”
Quote in the paperSubstantial claim - Premisecitation
Slow oscillations orchestrate hippocampal activity during SWS.
“These slow oscillations (SO) originate mainly over frontal brain regions [28e30] and orchestrate hippocampal activity during SWS.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Molle, 2011, Slow oscillations orchestrating fast oscillations and memory consolidation, Prog Brain Res source
Not checked in the free run.
- Premisecitation
ADHD is often accompanied by memory deficits.
“Besides the core symptoms, ADHD is often accompanied by memory deficits [6e9], which are likewise caused or at least exacerbated by reduced frontal brain functions (e.g.reduced attention, enhanced distractibility, deficits in buffering information) [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6e9]
Not checked in the free run.
- Premisecitation
Children with ADHD display deficits in sleep-dependent consolidation of declarative memory.
“Children with attention-deficit/hyperactivity disorder (ADHD) have been shown to display deficits in sleep-dependent consolidation of declarative memory supposedly due to dysfunctional slow brain rhythms during SWS.”
- Also stated in: § Introduction · plain
“We observed that young patients with ADHD displayed deficits with respect to the sleep-dependent consolidation of declarative memory which was associated with dysfunctional SO activity during early non-rapid eye movement sleep [34].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Prehn-Kristensen, 2011, Reduced sleep-associated consolidation of declarative memory in attention-deficit/hyperactivity disorder, Sleep Med source
Not checked in the free run.
- Also stated in: § Introduction · plain
- Premisecitation
The sleep-dependent declarative memory deficits in children with ADHD are associated with dysfunctional slow oscillation activity during early non-rapid eye movement sleep.
“which was associated with dysfunctional SO activity during early non-rapid eye movement sleep [34].”
- Also stated in: § Abstract · hedged
“supposedly due to dysfunctional slow brain rhythms during SWS.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Prehn-Kristensen, 2011, Reduced sleep-associated consolidation of declarative memory in attention-deficit/hyperactivity disorder, Sleep Med source
Not checked in the free run.
- Also stated in: § Abstract · hedged
- Premisecitation
Reduced frontal brain function is the cause of impaired memory consolidation during sleep in ADHD.
“Our previous studies pointed to a reduced frontal brain function as the cause of the impaired memory consolidation during sleep in ADHD [34,36,37].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [34] Prehn-Kristensen, 2011, Reduced sleep-associated consolidation of declarative memory in attention-deficit/hyperactivity disorder, Sleep Med source
Not checked in the free run.
- cites [36] Prehn-Kristensen, 2011, Sleep restores daytime deficits in procedural memory in children with attention-deficit/hyperactivity disorder, Res Dev Disabil source
Not checked in the free run.
- cites [37] Prehn-Kristensen, 2013, Sleep promotes consolidation of emotional memory in healthy children but not in children with attention-deficit hyperactivity disorder, PLoS One source
Not checked in the free run.
- Premisecitation
Slow oscillations (<1 Hz) during slow wave sleep promote the consolidation of declarative memory.
“Slow oscillations (<1 Hz) during slow wave sleep (SWS) promote the consolidation of declarative memory.”
- Also stated in: § Introduction · hedged
“There is increasing evidence that declarative (i.e.hippocampus-dependent) memory benefits particularly from slow wave sleep (SWS) which is characterized electrophysiologically by slow oscillations (w0.8 Hz) occurring during slow wave activity (.5e5 Hz) [27].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] Rasch, 2013, About sleep's role in memory, Physiol Rev source
Not checked in the free run.
- Also stated in: § Introduction · hedged
- Premisecitation
Children with ADHD are suspected to display less frontal slow wave activity during sleep.
“Children suffering from ADHD are suspected to display less frontal slow wave activity during sleep [35].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] Ringli, 2013, Topography of sleep slow wave activity in children with attention-deficit/hyperactivity disorder, Cortex source
Not checked in the free run.
- Interpretationreasoning
The external induction of frontal SO by toDCS might have superimposed deficient SO functionality during sleep and thereby normalized sleep-dependent memory consolidation in children with ADHD.
“Therefore, the external induction of frontal SO by toDCS in our study might have superimposed deficient SO functionality during sleep and thereby normalized sleepdependent memory consolidation in children with ADHD.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Introducing a learning criterion (60% correctly identified pair locations) ensured that patients and healthy children ended the encoding session on a comparable level of encoded items.
“Moreover, by introducing a learning criterion (60% correctly identified pair locations), we made sure that patients and healthy children ended the encoding session on a comparable level of encoded items.”
Quote in the paperSubstantial claim - Premisecitation
Children and adults with ADHD display long-term memory deficits.
“Children and adults suffering from ADHD are known to display long-term memory deficits [9,45] which are often ascribed to deviant encoding rather than to problems during consolidation or retrieval [6].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [9] Rhodes, 2005, Neuropsychological functioning in stimulant-naive boys with hyperkinetic disorder, Psychol Med source
Not checked in the free run.
- cites [45] Cutting, 2003, Evidence for unexpected weaknesses in learning in children with attention-deficit/hyperactivity disorder without reading disabilities, J Learn Disabil source
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- Premisecitation
Reduced memory performance in ADHD after sleep was linked to SO activity during sleep.
“Most strikingly, reduced memory performance in ADHD after sleep was linked to SO activity during sleep [34,37].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [34] Prehn-Kristensen, 2011, Reduced sleep-associated consolidation of declarative memory in attention-deficit/hyperactivity disorder, Sleep Med source
Not checked in the free run.
- cites [37] Prehn-Kristensen, 2013, Sleep promotes consolidation of emotional memory in healthy children but not in children with attention-deficit hyperactivity disorder, PLoS One source
Not checked in the free run.
- Interpretationcitation
Differences in memory performance between healthy children and children with ADHD might have been underestimated because healthy children display worse cognitive performance at home than under laboratory conditions.
“Indeed, based on the findings that healthy children display worse cognitive performance at home than under laboratory conditions [47], differences between healthy children and children with ADHD in memory performance might have been even underestimated.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] Raz, 2012, Reliability and validity of the online continuous performance test among young adults, Assessment source
Not checked in the free run.
- Interpretationown data
These data indicate that increasing slow oscillation power during sleep by toDCS can alleviate declarative memory deficits in children with ADHD.
“These data indicate that increasing slow oscillation power during sleep by toDCS can alleviate declarative memory deficits in children with ADHD.”
Quote in the paperSubstantial claim- Rests on an assumption: Sleep-dependent memory consolidation in healthy children assessed at home is comparable to that in children with ADHD assessed in the sleep laboratory.
- Premiseown data
In previous studies, children with ADHD showed deficits in sleep-dependent consolidation of long-term declarative memory (picture recognition).
“In our previous studies, we controlled for sleep/wake states and observed deficits in sleep-dependent consolidation of long-term declarative memory (picture recognition) in ADHD.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [34] Prehn-Kristensen, 2011, Reduced sleep-associated consolidation of declarative memory in attention-deficit/hyperactivity disorder, Sleep Med source
Not checked in the free run.
- cites [37] Prehn-Kristensen, 2013, Sleep promotes consolidation of emotional memory in healthy children but not in children with attention-deficit hyperactivity disorder, PLoS One source
Not checked in the free run.
- Interpretationcitation
toDCS might not be suitable to improve declarative memory performance in all populations.
“It should be mentioned that toDCS might not be suitable to improve declarative memory performance in all populations.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Differences in memory performance cannot be attributed to different experimental conditions.
“Therefore, we doubt that differences in memory performance can be attributed to different experimental conditions.”
Quote in the paperSubstantial claim - Premisecitation
Healthy children display worse cognitive performance at home than under laboratory conditions.
“Indeed, based on the findings that healthy children display worse cognitive performance at home than under laboratory conditions [47], differences between healthy children and children with ADHD in memory performance might have been even underestimated.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] Raz, 2012, Reliability and validity of the online continuous performance test among young adults, Assessment source
Not checked in the free run.
- May combine two claims. 18
- Classified as probably not a substantial claim. 22
May combine two claims.
Findingown dataIn children with ADHD, there were no significant main effects or interactions of STIM and SESSION with respect to mood ratings (SAM) or digit-span performance.
“In children with ADHD, there were no significant main effects or interactions of STIM and SESSION with respect to mood ratings (SAM; P > .1)or digit-span performance (P > .1;for descriptive information see Table S2 in Supplement).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataChildren with ADHD, in general, felt less alert before encoding compared to the retrieval session.
“Children with ADHD, in general, felt less alert before encoding compared to the retrieval session [F(1,11) ¼ 7.3, P ¼ .021]”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataSO power was not distributed equally over the scalp.
“The main effect POSITION [F(7,77) ¼ 12.8, P > .001]reflects that SO power was not distributed equally over the scalp”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn healthy children, there were no significant differences in mood/tiredness ratings or digit-span performance between encoding and retrieval sessions.
“In healthy children, there were no significant differences in mood/tiredness ratings or digit-span performance between encoding and retrieval sessions (P > .09).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn children with ADHD, applying toDCS during sleep eliminated the memory deficit, bringing performance to a level comparable to healthy controls.
“While children with ADHD during sham condition showed worse memory performance than healthy controls, this memory deficit vanished after applying toDCS during sleep.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataWhen comparing mood and alertness ratings between children with ADHD and healthy controls, no significant differences were found.
“When comparing mood and alertness ratings between children with ADHD and healthy controls no significant differences were found (P > .05).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe interaction STIM x POSITION was not significant.
“however the interaction STIM Â POSITION was not significant [F(7,77) ¼ .49,P ¼ .833].”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn children with ADHD, neither the main effect for STIM nor the interaction STIM x SESSION was significant for alertness.
“however, neither the main effect for STIM (P ¼ .6)nor the interaction STIM Â SESSION was significant (P ¼ .9).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly memory performance, not performance on control variables (mood, alertness, working memory), was affected by stimulation.
“Please note that only memory performances but not the performance on any control variable (mood, alertness, or working memory performance) was affected by the stimulation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSlow oscillations originate mainly over frontal brain regions.
“These slow oscillations (SO) originate mainly over frontal brain regions [28e30] and orchestrate hippocampal activity during SWS.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28e30]
Not checked in the free run.
May combine two claims.
Study design and conductown dataPatients and controls did not differ with respect to age, IQ, or basic memory skills.
“Patients and controls did not differ with respect to age, IQ, or basic memory skills (all P-values >.2; see also Table 1).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductcitationSleep stages were visually scored according to standard criteria by a trained rater.
“Sleep stages were visually scored according to standard criteria [43] by a trained rater.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [43] Rechtschaffen, 1968
Not checked in the free run.
May combine two claims.
PremisecitationDuring SWS, newly encoded declarative memory representations are reactivated, resulting in strengthened memory consolidation during sleep.
“Hereby, newly encoded declarative memory representations are reactivated, resulting in strengthened memory consolidation during sleep [31].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Molle, 2011, Slow oscillations orchestrating fast oscillations and memory consolidation, Prog Brain Res source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe order of conditions (stimulation/sham; each at least one week apart) and picture sets were counterbalanced across patients.
“The order of conditions (stimulation/sham; each being conducted at least one week apart) and picture sets were counterbalanced across patients.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenStimulation was not felt by the participants.
“Stimulation was not felt by the participants.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenPatients were woken up by the blinded investigator at 7 a.m.
“Patients were woken up by the blinded investigator at 7 a.m.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenUnknown to the patients and the investigator, either a toDCS or a sham treatment was conducted by a briefed medical doctor.
“Unknown to the patients and the investigator, either a toDCS or a sham treatment was conducted by a briefed medical doctor.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationMemory deficits in ADHD are caused or at least exacerbated by reduced frontal brain functions.
“which are likewise caused or at least exacerbated by reduced frontal brain functions (e.g.reduced attention, enhanced distractibility, deficits in buffering information) [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] Valera, 2005, Functional neuroanatomy of working memory in adults with attention-deficit/hyperactivity disorder, Biol Psychiatry source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningTo control for possible session effects, half of the healthy children were familiarized with the parallel version of the memory task at the end of the diagnostic session.
“To control for possible session effects that might have taken place in ADHD patients, half of the healthy children (randomly chosen) were familiarized with the parallel version of the memory task at the end of the diagnostic session.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIn young healthy adults, toDCS at 0.75 Hz during SWS increased SO power and boosted sleep-dependent consolidation of declarative memory.
“By using transcranial oscillating direct current stimulation (toDCS) at 0.75 Hz during SWS in young healthy adults, Marshall and colleagues increased SO power, resulting in boosted sleep-dependent consolidation of declarative memory [32,33].”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationSlow wave activity (SWA, 1-4.5 Hz) during SWS is altered in children with ADHD: enhanced over central positions and attenuated by trend over frontal positions.
“As recently shown, slow wave activity (SWA, 1e4.5 Hz) during SWS is altered in children suffering from ADHD: while over central positions the SWA was enhanced, it was attenuated by trend over frontal positions [35].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] Ringli, 2013, Topography of sleep slow wave activity in children with attention-deficit/hyperactivity disorder, Cortex source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningTo reliably estimate differences in sleep stages and oscillatory activity between stimulation and sham nights, all EEG epochs with distortion caused by toDCS in the stimulation night were correspondingly deleted from the sham night EEG after recording.
“To reliably estimate differences in sleep stages and oscillatory activity between nights with stimulation and sham nights, all EEG epochs with distortion caused by toDCS in the stimulation night were correspondingly deleted from the sham night EEG after recording.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenADHD patients only took methylphenidate but discontinued medication 48 h (approximately twelve half-lives) prior to each experimental condition.
“ADHD patients only took methylphenidate but discontinued medication 48 h (approximately twelve half-lives) prior to each experimental condition.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningSince only children with ADHD but not healthy children received toDCS, a full-factorial ANOVA-design was not possible, and the statistical analysis was two-fold.
“Since only children with ADHD but not healthy children received toDCS employing a full-factorial ANOVA-design was not possible, and the statistical analysis was two-fold: memory performance and control variables (SAM scales, digit-span, alertness ratings) in children with ADHD were analyzed each by a 2 Â 2 ANOVA with the within factors STIM (stimulation vs. sham) and SESSION (learning vs. Retriev”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationtoDCS only at 0.75 Hz (not at 5 Hz) and applied only during sleep leads to an increase of memory consolidation.
“In addition, there is evidence that toDCS only at 0.75 Hz (not at 5 Hz) and applied only during sleep leads to an increase of memory consolidation [32,52,53].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [32] Marshall, 2006, Boosting slow oscillations during sleep potentiates memory, Nature source
Not checked in the free run.
- cites [52] Kirov, 2009, Slow oscillation electrical brain stimulation during waking promotes eeg theta activity and memory encoding, Proc Natl Acad Sci U S a source
Not checked in the free run.
- cites [53] Marshall, 2011, Transcranial electrical currents to probe eeg brain rhythms and memory consolidation during sleep in humans, PLoS One source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLong-term memory deficits in ADHD are often ascribed to deviant encoding rather than to problems during consolidation or retrieval.
“Children and adults suffering from ADHD are known to display long-term memory deficits [9,45] which are often ascribed to deviant encoding rather than to problems during consolidation or retrieval [6].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Skodzik, 2013, Long-term memory performance in adult ADHD: a meta-analysis, J Atten Disord source
Not checked in the free run.
May combine two claims.
PremisecitationSO synchronizes hippocampal sharp wave ripple activity and fosters integration of newly encoded hippocampus-related memories into existing neocortical memory networks.
“SO synchronizes hippocampal sharp wave ripple activity and thus fosters the integration of newly encoded hippocampus-related memories into already existing memory networks located in the neocortex [27,31,46].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [27] Rasch, 2013, About sleep's role in memory, Physiol Rev source
Not checked in the free run.
- cites [31] Molle, 2011, Slow oscillations orchestrating fast oscillations and memory consolidation, Prog Brain Res source
Not checked in the free run.
- cites [46] Born, 2012, System consolidation of memory during sleep, Psychol Res source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningTo ensure home and laboratory conditions were comparable, parents of control children were instructed to provide a quiet room with an unstimulating workplace and to prevent disturbing events during sessions.
“To ensure that the home environment and laboratory conditions were comparable as much as possible, parents of control children were instructed to provide a quiet, room with an unstimulating workplace and to take care that no disturbing events happened during the sessions.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe therapeutic benefit of brain stimulation by modulating cortical excitability and restoring neuronal networks in psychiatric patients is increasingly evident.
“The therapeutic benefit of brain stimulation by modulating cortical excitability and restoring neuronal networks in psychiatric patients becomes more and more evident [48e50].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [48e50]
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn depression, the positive effect of tDCS can last for weeks.
“For example, in the case of depression the positive effect of tDCS can last for weeks [51].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [51] Nitsche, 2009, Treatment of depression with transcranial direct current stimulation (TDCS): a review, Exp Neurol source
Not checked in the free run.
May combine two claims.
Study design and conductown dataPatients and healthy children during sham night did not differ in sleep length, efficiency, architecture, or self-rated tiredness or mood.
“In the same way patients and healthy children during sham night did not differ in sleep length, efficiency and architecture, or in self-rated tiredness or mood.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationHealthy adults, adults with schizophrenia, and children with ADHD benefited from toDCS during sleep, while elderly healthy participants did not.
“While healthy adults [32,33], adults suffering from schizophrenia [56], and children with ADHD benefited from toDCS during sleep, elderly healthy participants did not [57].”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [32] Marshall, 2006, Boosting slow oscillations during sleep potentiates memory, Nature source
Not checked in the free run.
- cites [33] Marshall, 2004, Transcranial direct current stimulation during sleep improves declarative memory, J Neurosci source
Not checked in the free run.
- cites [56] Goder, 2013, Effects of transcranial direct current stimulation during sleep on memory performance in patients with schizophrenia, Schizophr Res source
Not checked in the free run.
- cites [57] Eggert, 2013, No effects of slow oscillatory transcranial direct current stimulation (TDCS) on sleep-dependent memory consolidation in healthy elderly subjects, Brain Stimul source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataDue to saturation of the EEG signal during stimulation, the affected epochs (25 min in total) had to be excluded from the analysis.
“Due to saturation of the EEG signal during the stimulation, the affected epochs (25 min in total) had to be excluded from the analysis.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationFrontally applied anodal toDCS in healthy adults can improve the sleep-dependent consolidation of declarative memory.
“As shown by Marshall and colleagues, frontally applied anodal toDCS in healthy adults can remarkably improve the sleep-dependent consolidation of declarative memory [32,33].”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
Study design and conductcitationOur stimulation method did not follow usual tDCS protocols for treatment of clinical symptoms during daytime: single session, lower current strength (0.25 mA vs 1-2 mA), and oscillating not constant above 1 mA.
“Moreover, our stimulation method did not follow the usual tDCS protocols for the treatment of clinical symptoms during daytime as reviewed by [48,49]: a) in comparison to most other studies, we applied DC only in one single stimulation session; b) the applied current strength in our study was significantly lower than in other studies (0.25 mA vs. 1e2 mA); and c) DC stimulation in our study was not”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [48] Kuo, 2014, Therapeutic effects of non-invasive brain stimulation with direct currents (TDCS) in neuropsychiatric diseases, Neuroimage source
Not checked in the free run.
- cites [49] Demirtas-Tatlidede, 2013, Can noninvasive brain stimulation enhance cognition in neuropsychiatric disorders?, Neuropharmacology source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningSupporting sleep-dependent memory functions might help to treat childhood ADHD more thoroughly.
“Thus, supporting sleep-dependent memory functions might help to treat childhood ADHD more thoroughly.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIntensive physical exercise during the daytime increases endogenous slow wave activity during subsequent sleep.
“A more practical approach, however, comes from the field of sports medicine: intensive physical exercise during the daytime increases endogenous slow wave activity during subsequent sleep [61].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [61] Dworak, 2008, Increased slow wave sleep and reduced stage 2 sleep in children depending on exercise intensity, Sleep Med source
Not checked in the free run.
May combine two claims.
Study design and conductreasoningThe control group performed experimental tasks at home and slept in their own bed because the ethics committee did not support stimulating healthy children by toDCS.
“Since the ethic committee did not support the proposal to stimulate healthy children by toDCS, children of the control group performed the experimental tasks at home and also slept in their own bed.”
Quote in the paperSubstantial claim
The paper relies on this without support.
Sleep-dependent memory consolidation in healthy children assessed at home is comparable to that in children with ADHD assessed in the sleep laboratory.
“In addition, 12 healthy children performed the same memory task in their home environment.”
“Healthy controls slept at home.”
The paper relies on this without support.
Prior studies on long-term memory performance often focused on encoding and retrieval on the same day, neglecting sleep's supporting role.
“Studies concerning long-term memory performance, however, often focused on memory encoding and retrieval on the same day, thus neglecting the supporting role of sleep in memory performance.”
The authors state this as an assumption.
The benefit of toDCS may change with age due to fundamental changes in sleep architecture and sleep regulation with age.
“However, due to fundamental changes in sleep architecture and sleep regulation with age [58], it seems plausible to assume that the benefit of toDCS may also change with age [57].”
The paper relies on this without support.
ADHD drugs improve the ability to encode scholastic knowledge during the daytime but their therapeutic effects vanish toward the evening due to their short half-life.
“ADHD drugs improve the ability to encode scholastic knowledge during the daytime but their therapeutic effects vanish toward the evening due to their short half-life.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Cognitive improvements with so-tDCS were in declarative memory and faster reaction times and decreased intra-subject variability in a motor response inhibition Go/no-go task, while no effects were observed on inhibitory processes or on intrinsic alertness and motor memory.
“Cognitive improvements were in declarative memory (Prehn-Kristensen et al., 2014) and faster reaction times and decreased intra-subject variability in a motor response inhibition Go/no-go task, while no effects were observed on inhibitory processes or on intrinsic alertness and motor memory (Munz et al., 2015).”
From Cognitive Neuroscience of Attention Deficit Hyperactivity Disorder (ADHD) and Its Clinical Translation (2018) · cites this paper as Prehn-Kristensen et al., 2014
Slow oscillatory power during deep sleep was increased with so-tDCS over lateral prefrontal cortex, indicating an enhancement of endogenous oscillatory activity.
“Slow oscillatory power during deep sleep was increased, indicating an enhancement of endogenous oscillatory activity with the intervention.”
From Cognitive Neuroscience of Attention Deficit Hyperactivity Disorder (ADHD) and Its Clinical Translation (2018) · cites this paper as Prehn-Kristensen et al., 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Sham retrieval mean differs between results and Table 2
MinorThe results report a sham retrieval mean of 57.3, whereas Table 2 reports 57.4 for the same condition.
“[baseline: 67.5 Æ 1.7; retrieval: 57.3 Æ 3.0; t(11) ¼ 4.3, P ¼ .001]”
“Retrieval | 57.4 (3.0) | 66.2 (3.0) | .076 | 66.0 (3.1) | .061 | .954 |”
ADHD-versus-control memory comparison has two reported P-values
MinorThe results give P = .038 for the unstimulated ADHD-versus-control comparison, while Table 2 gives .036 for that comparison.
“[ADHD: À10.2 Æ 2.4; controls: À2.3 Æ 3.4; t(22) ¼ 1.9, P ¼ .038,onetailed]”
“Learning e | À10.2 (2.4) a | 0.5 (2.6) | .004 b À2.3 (3.4) | .036 b | .520 | |”
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Antal, A., Alekseichuk, I., Bikson, M., Brockmöller, J., Brunoni, A. R., Chen, R. E., Cohen, L. G., Dowthwaite, G., Ellrich, J., Flöel, A., et al. (2017) · Clinical Neurophysiology · doi:10.1016/j.clinph.2017.06.001 · Cited by 1,311 · see citing works
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“Cognitive improvements were in declarative memory (Prehn-Kristensen et al., 2014) and faster reaction times and decreased intra-subject variability in a Frontiers in Human Neuroscience | www.frontiersin.org 13 March 2018 | Volume 12 | Article 100 motor response inhibition Go/no-go task, while no…”
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- Authors
- Prehn-Kristensen, A., Munz, M., Göder, R., Wilhelm, I., Korr, K., Vahl, W., Wiesner, C. D., & Baving, L.
- Affiliations
- Christian-Albrechts-Universität zu Kiel (DE)
- University Children's Hospital Zurich (CH)
- Venue
- Brain Stimulation
- Publisher
- Elsevier BV
- Published
- 2014-11
- Volume
- 7
- Issue
- 6
- Pages
- 793-799
- ISSN
- 1876-4754 (ISSN-L)
- 1935-861X
- OpenAlex
- W2038661624
- Semantic Scholar
- 29557c0df8042e8a1f53b3091db4db098c37ee5a
- Cited by
- 176
- References
- 61
- Citations by year
- 2026: 7 · 2025: 14 · 2024: 9 · 2023: 11 · 2022: 14 · 2021: 22 · 2020: 17 · 2019: 25 · 2018: 16 · 2017: 9 · 2016: 18 · 2015: 12 · 2014: 2
- FWCI
- 7.10
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Brain stimulation (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Keywords
- slow oscillations, slow-wave sleep, declarative memory consolidation, attention deficit hyperactivity disorder, children, object location memory, sleep-dependent memory, non-invasive brain stimulation
- MeSH terms
- Adolescent, Attention, Attention Deficit Disorder with Hyperactivity, Child, Double-Blind Method, Frontal Lobe, Humans, Male, Memory Disorders, Sleep, Case-Control Studies, Polysomnography, Cross-Over Studies, Transcranial Direct Current Stimulation
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