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Journal of Sleep Medicine & Disorders Cite this article: Rivera-Urbina GN, Nitsche MA, Molero-Chamizo A (2016) Transcranial Direct Current Stimulation (tDCS) in the Context of Sleep and Insom- nia. J Sleep Med Disord 3(5): 1060. Central *Corresponding author Guadalupe Nathzidy Rivera-Urbina, Autonomous University of Baja California, México, Email: Submitted: 02 July 2016 Accepted: 25 July 2016 Published: 27 July 2016 ISSN: 2379-0822 Copyright © 2016 Rivera-Urbina et al. OPEN ACCESS Keywords Insomnia Cortical activity Sleep Thalamus Trascranial direct current stimulation Review Article Transcranial Direct Current Stimulation (tDCS) in the Context of Sleep and Insomnia Guadalupe Nathzidy Rivera-Urbina 1# *, Michael A. Nitsche 2,3 , and Andrés Molero-Chamizo 4# 1 Autonomous University of Baja California, Mexico 2 Leibniz Research Centre for Working Environment and Human Resources, Germany 3 Department of Neurology, University Medical Hospital Bergmannsheil, Germany 4 Department of Psychology, University of Huelva, Spain # These authors contributed equally to this work Abstract Insomnia is a sleep disorder that, in the case of primary insomnia, is due to alterations in the neural mechanisms of sleep. In addition, insomnia may be secondary to other diseases or to psychological or physical stress, or may appear as a side effect of different pharmacological agents. Considering that pathologically altered cortical activity can lead to insomnia, neuromodulation via non-invasive brain stimulation tools might be suited to restore adequate cortical activity to promote sleep. In this review we discuss data from recent studies in which transcranial direct current stimulation (tDCS), a non-invasive brain stimulation technique which alters cortical excitability and activity via application of weak direct currents, has been applied to probe effects on different parameters of sleep. Data about insomnia and tDCS are scarce, but studies on total sleep time and other sleep disturbances suggest that tDCS may be useful to modulate cortical activity associated with insomnia and to modulate sleep efficacy. However, further studies are needed to determine the potential of this neuromodulation technique for treatment of this disorder, and to elucidate the possible physiological mechanisms associated with its supposed therapeutic effects. INTRODUCTION Sleep and the circadian rhythm of sleep depend on complex neural mechanisms which are not entirely known [1,2]. Different neurotransmitter systems, which include acetylcholine, norepinephrine, serotonin, dopamine, histamine and orexin, regulate cortical arousal by afferents from the basal nucleus of Meynert, brainstem and hypothalamic nuclei [3] (for an overview of cortical arousal control, please refer to Figure (1). This regulation of cortical activation follows circadian rhythms that allow the transition between sleep and wakefulness. Thus, modulation of cortical activity might be a feasible target for non-invasive brain stimulation (NIBS) interventions in the treatment of sleep disturbances. Some sleep parameters whose physiological mechanisms are well described, as those of REM sleep or the specific EEG activity associated to the different stages of non-REM sleep, probably are sensitive to neuromodulation through brain stimulation approaches. For example, imagery experienced in REM sleep involves visual and motor cortical areas whose physiological activity has been modulated by NIBS [4], and NIBS is able to alter cortical oscillations [5,6]. A severe reduction of total sleep time and sleep disorders significantly affect physical health [7] and brain functions [8]. In this context, insomnia is a common disturbance of sleep. Chronic insomnia affects physical and mental performance, as well as subjective and objective health state [9,10]. Because of its extensive and complex etiology and clinical implications, insomnia is treated by a multidisciplinary approach. Pharmacological treatment is the most frequently applied therapy for secondary insomnia, i.e., insomnia caused by other diseases or side effects of psychotropic agents [11]. Non-pharmacological approaches, such as psychotherapy, including cognitive-behavioral therapy, sleep hygiene or relaxation therapy, are also used in the treatment of secondary insomnia, with however limited effectiveness [12-14]. Because alterations of cortical excitability and activity play an essential role in the onset of sleep and the transition of sleep stages through the release of multiple neuromodulators that regulate the arousal system [2,15], it can be argued that an external modulation of cortical activity might be suited to affect sleep-wake transition, and transition between sleep stages. Specific sleep-related alterations, including neuronal synchronization and functional connectivity, could also be

Transcript of Transcranial Direct Current Stimulation (tDCS) in the ...€¦ · seere recti ttal slee tie a slee...

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Journal of Sleep Medicine & Disorders

Cite this article: Rivera-Urbina GN, Nitsche MA, Molero-Chamizo A (2016) Transcranial Direct Current Stimulation (tDCS) in the Context of Sleep and Insom-nia. J Sleep Med Disord 3(5): 1060.

Central

*Corresponding authorGuadalupe Nathzidy Rivera-Urbina, Autonomous University of Baja California, México, Email:

Submitted: 02 July 2016

Accepted: 25 July 2016

Published: 27 July 2016

ISSN: 2379-0822

Copyright© 2016 Rivera-Urbina et al.

OPEN ACCESS

Keywords•Insomnia•Cortical activity•Sleep•Thalamus•Trascranial direct current stimulation

Review Article

Transcranial Direct Current Stimulation (tDCS) in the Context of Sleep and InsomniaGuadalupe Nathzidy Rivera-Urbina1#*, Michael A. Nitsche2,3, and Andrés Molero-Chamizo4#

1Autonomous University of Baja California, Mexico2Leibniz Research Centre for Working Environment and Human Resources, Germany3Department of Neurology, University Medical Hospital Bergmannsheil, Germany4Department of Psychology, University of Huelva, Spain#These authors contributed equally to this work

Abstract

Insomnia is a sleep disorder that, in the case of primary insomnia, is due to alterations in the neural mechanisms of sleep. In addition, insomnia may be secondary to other diseases or to psychological or physical stress, or may appear as a side effect of different pharmacological agents. Considering that pathologically altered cortical activity can lead to insomnia, neuromodulation via non-invasive brain stimulation tools might be suited to restore adequate cortical activity to promote sleep. In this review we discuss data from recent studies in which transcranial direct current stimulation (tDCS), a non-invasive brain stimulation technique which alters cortical excitability and activity via application of weak direct currents, has been applied to probe effects on different parameters of sleep. Data about insomnia and tDCS are scarce, but studies on total sleep time and other sleep disturbances suggest that tDCS may be useful to modulate cortical activity associated with insomnia and to modulate sleep efficacy. However, further studies are needed to determine the potential of this neuromodulation technique for treatment of this disorder, and to elucidate the possible physiological mechanisms associated with its supposed therapeutic effects.

INTRODUCTIONSleep and the circadian rhythm of sleep depend on complex

neural mechanisms which are not entirely known [1,2]. Different neurotransmitter systems, which include acetylcholine, norepinephrine, serotonin, dopamine, histamine and orexin, regulate cortical arousal by afferents from the basal nucleus of Meynert, brainstem and hypothalamic nuclei [3] (for an overview of cortical arousal control, please refer to Figure (1). This regulation of cortical activation follows circadian rhythms that allow the transition between sleep and wakefulness. Thus, modulation of cortical activity might be a feasible target for non-invasive brain stimulation (NIBS) interventions in the treatment of sleep disturbances. Some sleep parameters whose physiological mechanisms are well described, as those of REM sleep or the specific EEG activity associated to the different stages of non-REM sleep, probably are sensitive to neuromodulation through brain stimulation approaches. For example, imagery experienced in REM sleep involves visual and motor cortical areas whose physiological activity has been modulated by NIBS [4], and NIBS is able to alter cortical oscillations [5,6].

A severe reduction of total sleep time and sleep disorders significantly affect physical health [7] and brain functions [8]. In this context, insomnia is a common disturbance of sleep. Chronic insomnia affects physical and mental performance, as well as subjective and objective health state [9,10]. Because of its extensive and complex etiology and clinical implications, insomnia is treated by a multidisciplinary approach. Pharmacological treatment is the most frequently applied therapy for secondary insomnia, i.e., insomnia caused by other diseases or side effects of psychotropic agents [11]. Non-pharmacological approaches, such as psychotherapy, including cognitive-behavioral therapy, sleep hygiene or relaxation therapy, are also used in the treatment of secondary insomnia, with however limited effectiveness [12-14]. Because alterations of cortical excitability and activity play an essential role in the onset of sleep and the transition of sleep stages through the release of multiple neuromodulators that regulate the arousal system [2,15], it can be argued that an external modulation of cortical activity might be suited to affect sleep-wake transition, and transition between sleep stages. Specific sleep-related alterations, including neuronal synchronization and functional connectivity, could also be

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modulated by external cortical stimulation. A non-invasive brain stimulation tool with potential to modulate the cortical state associated to insomnia is transcranial direct current stimulation (tDCS), because of its ability to induce changes in EEG parameters of sleep and wake such as synchronization, and due to its effects on cortical activity and excitability in the waking state [16]. tDCS has been shown to have potential for application in research and clinical settings [17], when approapriately conducted, including methodological and safety aspects [18,19]. For tDCS, a subthreshold electric current, which does not induce neuronal action potentials, but modifies the excitability and spontaneous activity of cortical neurons, is applied. Current flow in the brain is induced via a positive electrode and a negative electrode (anode and cathode, respectively). The basic mechanisms of tDCS include polarization of neuronal membranes determined by the specific montage of stimulation electrodes. Anodal and cathodal tDCS have opposite effects on cortical excitability beyond the period of stimulation at the macroscopic level [20-24]. Anodal stimulation increases cortical excitability, whereas cathodal tDCS reduces cortical excitability. Thus, the placement of the anode over a specific target cortical area is able to modify the excitability of this area by increasing depolarization of cortical neuronal compartments. The placement of the cathode over the target area induces opposite effects, i.e., hyperpolarization of the respective neuronal compartments. The specific effects of tDCS on a given neuron depend on current flow direction in relation to the spatial orientation of the neuron [25]. Prolonged stimulation induces neuroplastic after-effects, which resemble mechanisms of long term potentiation (LTP) and depression (LTD) [21,23,26]. In addition to these polarization and after-effects of stimulation, tDCS mechanisms include the potential to modulate cortico-

cortical [27] as well as cortico-subcortical [28] connectivity and spontaneous cortical activity as recorded by EEG and evoked potentials [29]. As a result of these mechanisms, it can be expected that tDCS impacts on sleep-related physiological and cognitive parameters. In accordance, some studies have found reduced or enhanced slow oscillatory EEG activity after oscillatory tDCS applied during non-REM sleep, dependent on stimulation frequency [30-32]. In relation to modulatory influences of tDCS on sleep-dependent cognitions, effects on memory have been described in some studies when oscillatory tDCS has been applied during sleep [30-33]. Also tonic anodal tDCS applied during REM sleep improved motor memory consolidation [34]. Some studies moreover show that prefrontal tDCS affects visual and lucid dreaming [35,36].

Although there are no specific data available to date that directly relate tDCS to insomnia, in the next section we will describe some recent studies that shed light on the potential of tDCS in the treatment of this sleep disturbance.

tDCS, Sleep and insomnia

tDCS has not been explored specifically for the treatment of insomnia. However, some recent studies have explored the relation between tDCS-generated neuromodulation and sleep efficacy in more general terms. These investigations may provide relevant information to determine the potential of tDCS in stabilizing sleep in insomnia.

Frase et al. [37], applied bilateral prefrontal anodal, cathodal or sham tDCS in healthy humans without sleep disturbances (1mA, two sessions of 13 min and 20 min inter-stimulation interval). The stimulation was targeted to modulate the cortico-

Cortical arousal

Raphe nuclei

Locus coeruleus Ventral tegmental area

Dorsal pons nuclei

Basal nucleus of Meynert

Tuberomammilarynucleus

Lateral Hypothalamus

Ventrolateralpreoptica area

NE

5-HT

ACh

ACh

DA

Orexin GABA

Thalamus

Excitatory bidirectional connections

Histamine

Cerebellar modulation?

Figure 1 Cortical arousal control and neurotransmitter systems involved in the sleep-wake cycle. Solid arrows and boxes indicate excitatory control; dashed arrows and boxes indicate inhibitory control; NE: Norepinephrine; 5-HT: Serotonin; Ach: Acetylcholine; DA: Dopamine.

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thalamo-cortical top-down pathway of sleep-wake regulation, in which regulation of prefrontal cortex activity seems to be essential for the onset and maintenance of sleep [38]. Indeed in this study, anodal tDCS over these areas was able to reduce total sleep time when compared to cathodal and sham stimulation [37]. In contrast, cathodal stimulation had no significant effect on total sleep time. Thus the results of this study demonstrate that it is possible to alter sleep efficacy by tDCS. The missing effect of cathodal tDCS might be explained by a ceiling effect. Specifically it might have not increased total sleep time because the study was conducted in healthy participants with normal sleep duration. Potentially, under conditions of reduced total sleep time a respective effect of prefrontal cathodal stimulation might be present. Mechanistically, the authors of the aforementioned study propose that the effects of bi-frontal anodal tDCS on total sleep time might be caused by modulation of cortical afferents to the thalamus as a polarity-specific tDCS effect on cortical arousal (specifically on resting state EEG power). Consistent with this top-down model, and results of the aforementioned study in healthy humans, Frase et al. [39], reported improvements in clinical symptoms using the same tDCS protocol in a patient with organic hypersomnia, presumably via modulation of the cortico-thalamo-cortical pathway and the resulting enhanced arousal state. Thus, this case report suggests that prefrontal anodal tDCS can be effective in patients suffering from abnormal sleepiness. The respective cortico-thalamic pathway of sleep-wake regulation could be potentially modulated also in patients with insomnia. If in healthy humans without sleep disturbances the missing effect of cathodal tDCS of the Frase et al. study [37], was indeed caused by a ceiling effect, then it could be speculated that pathologically altered brain activity and excitability state in patients with insomnia, specifically enhanced prefrontal activity, might be efficiently down-regulated by cathodal tDCS. Further studies are needed to substantiate this speculation.

Beyond the prefrontal cortex, also the cerebellum is thought to be involved in the modulation of sleep processes and some sleep disorders [40]. Increased cerebellar activity has been recorded by functional magnetic resonance imaging selectively in the slow wave sleep stage [41]. Besides, the fastigial nucleus of the cerebellum seems to be involved in the inhibition of delta waves associated to the EEG desynchronization during REM sleep and wakefulness [42]. On the other hand, in cats, REM atonia involves activity of the cerebellum [43]. In addition to their possible roles in the sleep generation, cerebellum and prefrontal cortex display abnormal activity in bipolar patients, in particular hyperactivity of the cerebellum and hypoactivity of the prefrontal cortex [44], and these patients suffer often from sleep disturbances. Given this background, it is worth mentioning another recently conducted study that followed a slightly different tDCS approach to that mentioned above. Here, anodal tDCS over the left dorsolateral prefrontal cortex (DLPFC) was combined with cathodal tDCS over the right cerebellar cortex (2mA, 20 min a day for 3 weeks) [45]. This approach improved the total score of the Pittsburgh Sleep Quality Index as well as the scores in the subdomains sleep quality, sleep latency, sleep duration, sleep efficiency, sleep disturbance and daytime dysfunction. From these results, the authors conclude that excitatory stimulation of the DLPFC through anodal tDCS simultaneously

with inhibitory stimulation of the cerebellum through cathodal tDCS may be an effective approach to modulate the prefrontal-thalamic and cerebellar network of bipolar patients and thus to regulate their sleep disturbances [45]. As the authors suggest, if sleep and cognitive-emotional dysregulation in bipolar disorder involve overlapped neural systems, including the prefrontal cortex-thalamus-cerebellum connectivity [46], this combined stimulation approach would have the potential to modulate both processes. The participants of this study belonged however to a relatively specific patient group, i.e., patients with bipolar disorder in ethylic state. It would be interesting to examine if the procedure proposed by these authors is equally effective in the treatment of insomnia in patients with and without comorbid mental disorders.

DISCUSSION Recent evidence suggests that tDCS could have sleep-altering

effects, and might be a candidate therapeutic tool for some sleep disturbances. However, specific studies showing an impact of tDCS in insomnia are scarce. It would thus be desirable for future studies to evaluate specifically the potential of this technique in the treatment of insomnia, and to enhance understanding of the physiological mechanisms of stimulation that can induce improvements in sleep disorders. The identification of the main cortical targets with potential to modulate cortical arousal and thus the sleep-wake cycle (Figure 1) via tDCS and other NIBS techniques is an important future objective. From the results of the studies here mentioned [37,45], the prefrontal cortex is one of the cortical areas whose modulation via tDCS might influence the physiology and quality of sleep. Via modulation of prefrontal-cerebellar connectivity, combined tDCS could also be a promising approach to modulate the quality of sleep or improve symptoms in some sleep disturbances, such as insomnia. On the other hand, findings about the specific physiological effects of tDCS on cortical activity and cognitive functions related to sleep may in turn help to learn about the complex mechanisms of sleep and sleep disorders.

Transcranial alternating current stimulation (tACS) is another non-invasive brain stimulation method that could be useful in the study of the physiological mechanisms of sleep and as a tool to modulate oscillatory brain activity in relation to sleep disturbances. Because oscillating transcranial electric stimulation is able to modulate sleep EEG rhythms [6,47], it can be argued that insomnia-related altered oscillatory brain activity might be sensitive to modulation by tACS. In fact, in a sham-controlled pilot study, slow oscillatory transcranial direct current stimulation at 0.75 Hz applied during stage 2 of non-REM sleep in insomnia patients increased the duration of stage 3 and decreased the duration of stage 1 of non-REM sleep [48], in accordance with a sleep-stabilizing effect of oscillatory transcranial direct current stimulation in these patients. Moreover, the potential of tACS to alter sleep-dependent EEG activity may find application not only for sleep disorders but also to modulate REM and non-REM-sleep-related cognitive functions, as for example declarative memory consolidation [49,50], or sleep-dependent consciousness states [6]. Therefore, future studies on the applicability of tDCS and tACS could promote effective treatment and evaluation protocols in the clinical context of sleep, as well as new procedures to improve sleep-related cognitive functions.

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CONFLICT OF INTERESTMichael A. Nitsche is member of the advisory board of

Neuroelectrics. The remaining authors declare no conflict of interest.

ACKNOWLEDGEMENTSMichael A. Nitsche receives support by the EC Horizon 2020

Program, FET Grant, 686764-LUMINOUS, grants from the German Ministry of Research and Education (GCBS grant 01EE1403C, TRAINSTIM grant 01GQ1424E).

REFERENCES1. Jawinski P, Tegelkamp S, Sander C, Häntzsch M, Huang J, Mauche N,

et al. Time to wake up: No impact of COMT Val158Met gene variation on circadian preferences, arousal regulation and sleep. Chronobiol Int. 2016; 5: 1-13.

2. Ding F, O’Donnell J, Xu Q, Kang N, Goldman N, Nedergaard M. Changes in the composition of brain interstitial ions control the sleep-wake cycle. Science. 2016; 352: 550-555.

3. Carley DW, Farabi SS. Physiology of Sleep. Diabetes Spectr. 2016; 29: 5-9.

4. Speth J, Speth C. Motor imagery in REM sleep is increased by transcranial direct current stimulation of the left motor cortex (C3). Neuropsychologia. 2016; 86: 57-65.

5. Ardolino G, Bossi B, Barbieri S, Priori A. Non-synaptic mechanisms underlie the after-effects of cathodal transcutaneous direct current stimulation of the human brain. J Physiol. 2005; 568: 653-663.

6. Voss U, Holzmann R, Hobson A, Paulus W, Koppehele-Gossel J, Klimke A, et al. Induction of self awareness in dreams through frontal low current stimulation of gamma activity. Nat Neurosci. 2014; 17: 810-812.

7. Lotfi M, Al-Hosseini MK, Jafarirad S. The Relationship of Sleep Quality with Eating Behavior and Food Intake among Male University Students. J Sleep Med Disord. 2015; 2: 1034.

8. Sweatt JD, Hawkins KE. The molecular neurobiology of the sleep-deprived, fuzzy brain. Sci Signal. 2016; 9: 7.

9. Araújo T, Jarrin DC, Leanza Y, Vallières A, Morin CM. Qualitative studies of insomnia: Current state of knowledge in the field. Sleep Med Rev. 2016; pii: S1087-0792(16)00006-X.

10. Watling J, Pawlik B, Scott K, Booth S, Short MA. Sleep Loss and Affective Functioning: More Than Just Mood. Behav Sleep Med. 2016; 9: 1-16.

11. Wilt TJ, MacDonald R, Brasure M, Olson CM, Carlyle M, Fuchs E, et al. Pharmacologic Treatment of Insomnia Disorder: An Evidence Report for a Clinical Practice Guideline by the American College of Physicians. Ann Intern Med. 2016; 3: 1-10.

12. Morin CM, Hauri PJ, Espie CA, Spielman AJ, Buysse DJ, Bootzin RR. Nonpharmacologic treatment of chronic insomnia. An American Academy of Sleep Medicine review. Sleep. 1999; 22: 1134-1156.

13. Maness DL, Khan M. Nonpharmacologic Management of Chronic Insomnia. Am Fam Physician. 2015; 92: 1058-1064.

14. Harsora P, Kessmann J. Nonpharmacologic management of chronic insomnia. Am Fam Physician. 2009; 79: 125-130.

15. Riemann D, Nissen C, Palagini L, Otte A, Perlis ML, Spiegelhalder K. The neurobiology, investigation, and treatment of chronic insomnia. Lancet Neurol. 2015; 14: 547-558.

16. Polanía R, Nitsche MA, Paulus W. Modulating functional connectivity

patterns and topological functional organization of the human brain with transcranial direct current stimulation. Hum Brain Mapp. 2011; 32: 1236-1249.

17. Bikson M, Grossman P, Thomas C, Zannou AL, Jiang J, Adnan T, et al. Safety of Transcranial Direct Current Stimulation: Evidence Based Update 2016. Brain Stimul. 2016; 15.

18. Poreisz C, Boros K, Antal A, Paulus W. Safety aspects of transcranial direct current stimulation concerning healthy subjects and patients. Brain Res Bull. 2007; 72: 208-214.

19. Woods AJ, Antal A2 Bikson M, Boggio PS, Brunoni AR, Celnik P, et al. A technical guide to tDCS, and related non-invasive brain stimulation tools. Clin Neurophysiol. 2016; 127: 1031-1048.

20. Nitsche MA, Seeber A, Frommann K, Klein CC, Rochford C, Nitsche MS, F et al. Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex. J Physiol. 2005; 568: 291-303.

21. Nitsche MA, Liebetanz D, Antal A, Lang N, Tergau F, Paulus W. Modulation of cortical excitability by weak direct current stimulation: technical, safety and functional aspects. Suppl Clin Neurophysiol. 2003; 56: 255-276.

22. Nitsche MA, Paulus W. Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation. J Physiol. 2000; 527: 633-639.

23. Nitsche MA, Paulus W. Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans. Neurology. 2001; 57: 1899-1901.

24. Nitsche MA, Paulus W. Transcranial direct current stimulation--update 2011. Restor Neurol Neurosci. 2011; 29: 463-492.

25. Datta A, Truong D, Minhas P, Parra LC, Bikson M. Inter-Individual Variation during Transcranial Direct Current Stimulation and Normalization of Dose Using MRI-Derived Computational Models. Front Psychiatry. 2012; 3: 91.

26. Nitsche MA, Nitsche MS, Klein CC, Tergau F, Rothwell JC, Paulus W. Level of action of cathodal DC polarisation induced inhibition of the human motor cortex. Clin Neurophysiol. 2003; 114: 600-604.

27. Rivera-Urbina GN, Batsikadze G, Molero-Chamizo A, Paulus W, Kuo MF, Nitsche MA. Parietal transcranial direct current stimulation modulates primary motor cortex excitability. Eur J Neurosci. 2015; 41: 845-855.

28. Polanía R, Paulus W, Nitsche MA. Modulating cortico-striatal and thalamo-cortical functional connectivity with transcranial direct current stimulation. Hum Brain Mapp. 2012; 33: 2499-2508.

29. Terada H, Kurayama T, Nakazawa K, Matsuzawa D, Shimizu E. Transcranial direct current stimulation (tDCS) on the dorsolateral prefrontal cortex alters P50 gating. Neurosci Lett. 2015; 602: 139-144.

30. Marshall L, Kirov R, Brade J, Mölle M, Born J. Transcranial electrical currents to probe EEG brain rhythms and memory consolidation during sleep in humans. PLoS One. 2011; 6: e16905.

31. Marshall L, Mölle M, Hallschmid M, Born J. Transcranial direct current stimulation during sleep improves declarative memory. J Neurosci. 2004; 24: 9985-9992.

32. Marshall L, Helgadóttir H, Mölle M, Born J. Boosting slow oscillations during sleep potentiates memory. Nature. 2006; 444: 610-613.

33. Westerberg CE, Florczak SM, Weintraub S, Mesulam MM, Marshall L, Zee PC, et al. Memory improvement via slow-oscillatory stimulation during sleep in older adults. Neurobiol Aging. 2015; 36: 2577-2586.

34. Nitsche MA, Jakoubkova M, Thirugnanasambandam N, Schmalfuss L,

Page 5: Transcranial Direct Current Stimulation (tDCS) in the ...€¦ · seere recti ttal slee tie a slee ... associated to insomnia is transcranial direct current stimulation (tDCS), ...

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J Sleep Med Disord 3(5): 1060 (2016) 5/5

Central

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Cite this article

Hullemann S, Sonka K, et al. Contribution of the premotor cortex to consolidation of motor sequence learning in humans during sleep. J Neurophysiol. 2010; 104: 2603-2614.

35. Jakobson AJ, Fitzgerald PB, Conduit R. Induction of visual dream reports after transcranial direct current stimulation (tDCs) during Stage 2 sleep. J Sleep Res. 2012; 21: 369-379.

36. Stumbrys T, Erlacher D, Schredl M. Testing the involvement of the prefrontal cortex in lucid dreaming: a tDCS study. Conscious Cogn. 2013; 22: 1214-1222.

37. Frase L, Piosczyk H, Zittel S, Jahn F. Modulation of Total Sleep Time by Transcranial Direct Current Stimulation (tDCS). Neuropsychopharmacology. 2016; 1.

38. Marzano C, Moroni F, Gorgoni M, Nobili L, Ferrara M, De Gennaro L. How we fall asleep: regional and temporal differences in electroencephalographic synchronization at sleep onset. Sleep Med. 2013; 14: 1112-1122.

39. Frase L, Maier JG, Zittel S, Freyer T, Riemann D, Normann C, et al. Bifrontal anodal transcranial direct current stimulation (tDCS) improves daytime vigilance and sleepiness in a patient with organic hypersomnia following reanimation. Brain Stimul. 2015; 8: 844-846.

40. DelRosso LM, Hoque R. The cerebellum and sleep. Neurol Clin. 2014; 32: 893-900.

41. Dang-Vu TT, Schabus M, Desseilles M, Albouy G, Boly M, Darsaud A, et al . Spontaneous neural activity during human slow wave sleep. Proc Natl Acad Sci U S A. 2008; 105: 15160-15165.

42. Howell MJ, Mahowald MW, Gomez CM. Evaluation of sleep and daytime somnolence in spinocerebellar ataxia type 6 (SCA6). Neurology. 2006; 66: 1430-1431.

43. Gadea-Ciria M, Fuentes J. Analysis of phasic activities in the lateral rectus muscle of the eyes (PALRE) during paradoxical sleep in chronic cerebellectomized cats. Brain Res. 1976; 111: 416-421.

44. Minichino A, Bersani FS, Trabucchi G, Albano G, Primavera M, Delle Chiaie R, et al. The role of cerebellum in unipolar and bipolar depression: a review of the main neurobiological findings. Riv Psichiatr. 2014; 49: 124-131.

45. Minichino A, Bersani FS, Spagnoli F, Corrado A, De Michele F, Calò WK, et al. Prefronto-cerebellar transcranial direct current stimulation improves sleep quality in euthymic bipolar patients: a brief report. Behav Neurol. 2014; 2014: 876521.

46. McKenna BS, Eyler LT. Overlapping prefrontal systems involved in cognitive and emotional processing in euthymic bipolar disorder and following sleep deprivation: a review of functional neuroimaging studies. Clin Psychol Rev. 2012; 32: 650-663.

47. Marshall L, Binder S. Contribution of transcranial oscillatory stimulation to research on neural networks: an emphasis on hippocampo-neocortical rhythms. Front Hum Neurosci. 2013; 7: 614.

48. Saebipour MR, Joghataei MT, Yoonessi A, Sadeghniiat-Haghighi K, Khalighinejad N, Khademi S. Slow oscillating transcranial direct current stimulation during sleep has a sleep-stabilizing effect in chronic insomnia: a pilot study. J Sleep Res. 2015; 24: 518-525.

49. Ambrus GG, Pisoni A, Primabin A, Turi Z, Paulus W, Antal A. Bi-frontal transcranial alternating current stimulation in the ripple range reduced overnight forgetting. Front Cell Neurosci. 2015; 9: 374.

50. Garside P, Arizpe J, Lau CI, Goh C, Walsh V. Cross-hemispheric Alternating Current Stimulation During a Nap Disrupts Slow Wave Activity and Associated Memory Consolidation. Brain Stimul. 2015; 8: 520-527.