Advertisement
Research Article| Volume 13, ISSUE 3, P832-839, May 2020

Determination of anodal tDCS duration threshold for reversal of corticospinal excitability: An investigation for induction of counter-regulatory mechanisms

  • Maryam Hassanzahraee
    Correspondence
    Corresponding author.
    Affiliations
    Non-invasive Brain Stimulation & Neuroplasticity Laboratory, Department of Physiotherapy, School of Primary and Allied Health Care, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Australia
    Search for articles by this author
  • Michael A. Nitsche
    Affiliations
    Department of Neurology, University Medical Hospital Bergmannsheil, Bochum, Germany

    Dept. Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany
    Search for articles by this author
  • Maryam Zoghi
    Affiliations
    Department of Rehabilitation, Nutrition and Sport, School of Allied Health, Discipline of Physiotherapy, La Trobe University, Melbourne, Australia
    Search for articles by this author
  • Shapour Jaberzadeh
    Affiliations
    Non-invasive Brain Stimulation & Neuroplasticity Laboratory, Department of Physiotherapy, School of Primary and Allied Health Care, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Australia
    Search for articles by this author
Open AccessPublished:February 26, 2020DOI:https://doi.org/10.1016/j.brs.2020.02.027

      Highlights

      • Increasing the duration of a-tDCS does not necessarily enhance its efficacy.
      • There is a duration threshold at ≥ 26 min of a-tDCS for reversal of after-effects.
      • Counter-regulatory mechanisms seem to be a mechanistic foundation for these effects.

      Abstract

      Background

      Transcranial direct current stimulation (tDCS) is used to induce neuroplasticity in the human brain. Within certain limits of stimulation duration, anodal tDCS (a-tDCS) over the primary motor cortex induces long term potentiation- (LTP) like plasticity. A reversal of the direction of plasticity has however been described with prolonged a-tDCS protocols.

      Objective

      We aimed to systematically investigate the intervention duration threshold for reversal of a-tDCS-induced effects on corticospinal excitability (CSE) and to determine the probable mechanisms involved in these changes.

      Methods

      Fifteen healthy participants received a-tDCS of 1 mA for five different durations in pseudo-random session order. Transcranial magnetic stimulation (TMS) was delivered over the left M1, and motor evoked potentials (MEPs) of a contralateral hand muscle were recorded before, immediately and 30 min following intervention to measure CSE changes. Short-interval intracortical inhibition (SICI), intracortical facilitation (ICF), and long interval facilitation (LIF) were assessed via paired-pulse TMS protocols.

      Results

      A-tDCS significantly increased CSE as expected at stimulation durations of 22 and 24 min. However, this effect of a-tDCS on CSE decreased and even reversed when stimulation duration increased to 26, 28, and 30 min. Respective alterations of ICF, LIF, and SICI indicate the involvement of glutamatergic, and GABAergic systems in these effects.

      Conclusions

      These results confirm a duration threshold for reversal of the excitability-enhancing effect of a-tDCS with stimulation durations ≥ 26 min. Counter-regulatory mechanisms are discussed as a mechanistic foundation for these effects, which might prevent excessive brain activation.

      Keywords

      Introduction

      Modulation of corticospinal excitability (CSE) by transcranial direct current stimulation (tDCS) is directly influenced by the duration, intensity, and polarity of the applied currents. Anodal tDCS (a-tDCS) of the primary motor cortex (M1) increases, while cathodal tDCS (c-tDCS) decreases CSE. Early studies by Refs. [
      • Nitsche M.A.
      • Paulus W.
      Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation.
      ,
      • Nitsche M.A.
      • Paulus W.
      Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans.
      ] have shown a linear relation between CSE enhancement and a-tDCS intensity (up to 1 mA, electrode size 35 cm2), and duration for up to 13 min [
      • Nitsche M.A.
      • Paulus W.
      Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation.
      ,
      • Nitsche M.A.
      • Paulus W.
      Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans.
      ]. This observation has been supported by a large number of studies [
      • Tremblay S.
      • Beaule V.
      • Lepage J.-F.
      • Theoret H.
      Anodal transcranial direct current stimulation modulates GABAB-related intracortical inhibition in the M1 of healthy individuals.
      ,
      • Wiethoff S.
      • Hamada M.
      • Rothwell J.C.
      Variability in response to transcranial direct current stimulation of the motor cortex.
      ,
      • Vaseghi B.
      • Zoghi M.
      • Jaberzadeh S.
      How does anodal transcranial direct current stimulation of the pain neuromatrix affect brain excitability and pain perception? A randomised, double-blind, sham-control study.
      ,
      • Strube W.
      • Bunse T.
      • Malchow B.
      • Hasan A.
      Efficacy and interindividual variability in motor-cortex plasticity following anodal tDCS and paired-associative stimulation.
      ,
      • Labruna L.
      • Jamil A.
      • Fresnoza S.
      • Batsikadze G.
      • Kuo M.F.
      • Vanderschelden B.
      • et al.
      Efficacy of anodal transcranial direct current stimulation is related to sensitivity to transcranial magnetic stimulation.
      ], and led to the assumption of polarity-depended excitatory effects of a-tDCS on CSE, independent from stimulation duration, and intensity.
      This assumption was however challenged by several other studies [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ,
      • Lopez-Alonso V.
      • Cheeran B.
      • Rio-Rodriguez D.
      • Fernandez-Del-Olmo M.
      Inter-individual variability in response to non-invasive brain stimulation paradigms.
      ,
      • Tremblay S.
      • Larochelle-Brunet F.
      • Lafleur L.P.
      • Mouderrib S.E.
      • Lepage J.-F.
      • et al.
      Systematic assessment of duration and intensity of anodal transcranial direct current stimulation on primary motor cortex excitability.
      ,
      • Vignaud P.
      • Mondino M.
      • Poulet E.
      • Palm U.
      • Brunelin J.
      Duration but not intensity influences transcranial direct current stimulation (tDCS) after-effects on cortical excitability.
      ] which indicated no change or even a reduction of CSE following application of a-tDCS. The results of these studies led to the conclusion that a more complex interaction does exist between the applied a-tDCS parameters, direction, and size of CSE changes. Indeed, it has been suggested that stimulation parameters such as polarity, duration, and intensity of the applied current, but also other factors such as the history of synaptic activity, training, consumption of certain foods such as caffeine or energy drinks, and poor sleep may affect the response to neuromodulatory intervention effects of non-invasive brain stimulation, including those of tDCS [
      • Ridding M.C.
      • Ziemann U.
      Determinants of the induction of cortical plasticity by non-invasive brain stimulation in healthy subjects.
      ]. Out of these factors, the focus of the present study was the history of synaptic activity of the target area of the respective intervention, which is closely related to the dynamic online effects of stimulation duration on synaptic activity, and neuronal excitability. Synaptic plasticity is an activity-dependent form of plasticity [
      • Müller-Dahlhaus F.
      • Ziemann U.
      Metaplasticity in human cortex.
      ,
      • Karabanov A.
      • Ziemann U.
      • Hamada M.
      • George M.
      • Quartarone A.
      • et al.
      Consensus paper: probing homeostatic plasticity of human cortex with non-invasive transcranial brain stimulation.
      ]. Indeed, changes in the level of synaptic activity can affect the induction and direction of synaptic plasticity [
      • Burrone J.
      • Murthy V.N.
      Synaptic gain control and homeostasis.
      ], which could destabilize neuronal networks [
      • Turrigiano G.G.
      • Nelson S.B.
      Homeostatic plasticity in the developing nervous system.
      ]. Therefore, counter-regulatory, homeostatic mechanisms have been described by the Bienenstock-Cooper-Munro (BCM) rule (1982). According to this rule, the bidirectional modification threshold of synaptic plasticity is not static, but dynamically slides based on the history of synaptic activity between long-term potentiation (LTP) or depression (LTD). This sliding threshold is important to keep neuronal activity of the brain within an optimal physiological range to prevent excessive excitation or inhibition [
      • Bienenstock E.L.
      • Cooper L.N.
      • Munro P.W.
      Theory for the development of neuron selectivity, orientation specificity and binocular interaction in visual cortex.
      ,
      • Abraham W.C.
      • Tate W.P.
      Metaplasticity: a new vista across the field of synaptic plasticity.
      ]; [
      • Turrigiano G.G.
      • Nelson S.B.
      Homeostatic plasticity in the developing nervous system.
      ]. Therefore, depending on the inhibitory or excitatory nature of previous brain activity, the respective modification threshold will slide towards LTP or LTD, and change the effects of a given stimulation protocol on CSE [
      • Müller-Dahlhaus F.
      • Ziemann U.
      Metaplasticity in human cortex.
      ,
      • Karabanov A.
      • Ziemann U.
      • Hamada M.
      • George M.
      • Quartarone A.
      • et al.
      Consensus paper: probing homeostatic plasticity of human cortex with non-invasive transcranial brain stimulation.
      ,
      • Hassanzahraee M.
      • Zoghi M.
      • Jaberzadeh S.
      How different priming stimulations affect the corticospinal excitability induced by noninvasive brain stimulation techniques: a systematic review and meta-analysis.
      ]. Likewise, several studies using different intervention protocols have shown that this rule is applicable to non-invasive brain stimulation of the human motor cortex [
      • Siebner H.R.
      • Lang N.
      • Rizzo V.
      • Nitsche M.A.
      • Paulus W.
      • Lemon R.N.
      • Rothwell J.C.
      Preconditioning of low-frequency repetitive transcranial magnetic stimulation with transcranial direct current stimulation: evidence for homeostatic plasticity in the human motor cortex.
      ,
      • Lang N.
      • Nitsche M.A.
      • Paulus W.
      • Rothwell J.C.
      • Lemon R.N.
      Effects of transcranial direct current stimulation over the human motor cortex on corticospinal and transcallosal excitability.
      ,
      • Müller J.F.
      • Orekhov Y.
      • Liu Y.
      • Ziemann U.
      Homeostatic plasticity in human motor cortex demonstrated by two consecutive sessions of paired associative stimulation.
      ]; []; [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ]. For tDCS [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ], revealed that when the duration of 1 mA a-tDCS was doubled from 13 to 26 min (13 + 13), the excitatory effect on CSE reversed into excitability diminution [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ]. In accordance with the BCM rule, it can be speculated that for the prolonged application, the initial part of the stimulation changed the history of the synaptic activity of the target area towards facilitation (LTP-like effects as obtained for 13 min a-tDCS). This initial increase of excitability, and spontaneous activity would then reduce the modification threshold in favour of LTD induction for the remaining duration of the intervention. These homeostatic mechanisms would reverse the directionality of later tDCS effects on CSE. Although several studies shed light on probable mechanisms underlying such a counter-regulation of plasticity [
      • Lisman J.E.
      • Zhabotinsky A.M.
      A model of synaptic memory: a CaMKII/PP1 switch that potentiates transmission by organizing an AMPA receptor anchoring assembly.
      ,
      • Misonou H.
      • Mohapatra D.P.
      • Park E.W.
      • Leung V.
      • Zhen D.
      • Misonou K.
      • et al.
      Regulation of ion channel localization and phosphorylation by neuronal activity.
      ]; []; [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ], the duration threshold for this effect has not been determined yet.
      The main aim of the current study was thus to systematically determine the intervention duration threshold for reversal of M1 a-tDCS (1 mA) effects on CSE. Moreover, we aimed to explore the respective mechanisms underlying this reversal effect. Based on the foregoing studies, we hypothesized that application of a-tDCS (1 mA) over M1 for ≥ 26 min might reverse the excitatory effects of stimulation on CSE due to a calcium-dependent mechanism [
      • Nitsche M.A.
      • Fricke K.
      • Henschke U.
      • Schlitterlau A.
      • Liebetanz D.
      • Lang N.
      • Henning S.
      • Tergau F.
      • Paulus W.
      Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans.
      ]. A-tDCS after-effects depend on voltage-dependent calcium channels ([
      • Nitsche M.A.
      • Fricke K.
      • Henschke U.
      • Schlitterlau A.
      • Liebetanz D.
      • Lang N.
      • Henning S.
      • Tergau F.
      • Paulus W.
      Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans.
      ]), and glutamatergic receptor activation, specifically, N-methyl-d-asparate receptor (NMDAR) efficiency, which also have calcium channel properties ([
      • Liebetanz
      Pharmacological approach to the mechanisms of transcranial DC-stimulation-induced after-effects of human motor cortex excitability..
      ] [
      • Nitsche M.A.
      • Fricke K.
      • Henschke U.
      • Schlitterlau A.
      • Liebetanz D.
      • Lang N.
      • Henning S.
      • Tergau F.
      • Paulus W.
      Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans.
      ]. Reduction of GABA activity seems to have a gating effect on the respective glutamatergic plasticity [
      • Stagg C.J.
      • Best J.G.
      • Stephenson M.C.
      • O’Shea J.
      • Wylezinska M.
      • et al.
      Polarity-sensitive modulation of cortical neurotransmitters by transcranial stimulation.
      ]. For the excitability-reducing effects of 26 min a-tDCS, it was shown that calcium channel block prevented this effect, and it was suggested that this might be caused by calcium overflow-induced counterregulatory mechanisms, which might include the activation of hyperpolarizing potassium channels [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ,
      • Misonou H.
      • Mohapatra D.P.
      • Park E.W.
      • Leung V.
      • Zhen D.
      • Misonou K.
      • et al.
      Regulation of ion channel localization and phosphorylation by neuronal activity.
      ] Therefore, we expected that this neuronal counter-regulation would be associated with an increase of inhibitory and a decrease of facilitatory brain activity, whereas stimulation duration below 26 min should reduce intracortical inhibition, but enhance facilitation [
      • Nitsche M.A.
      • Seeber A.
      • Frommann K.
      • Klein C.C.
      • Rochford C.
      • et al.
      Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
      ].

      Material and methods

      Participants

      A total of 15 healthy non-smoking volunteers (8 female) aged between 19 and 39 years (mean age ± SD: 24.66 ± 7.5) were recruited. The sample size was calculated (power of 0.8 and α = 0.05) based on the critical effect size generated from a pilot study on eight participants. All participants were right-handed according to the Edinburgh Handedness Inventory [
      • Oldfield R.C.
      The assessment and analysis of handedness: the Edinburgh inventory.
      ] and screened for contraindications to transcranial magnetic stimulation (TMS) [
      • Wassermann E.M.
      Risk and safety of repetitive transcranial magnetic stimulation: report and suggested guidelines from the international workshop on the safety of repetitive transcranial magnetic stimulation, June 5–7, 1996.
      ] and tDCS [
      • Brunoni A.R.
      • Amadera J.
      • Berbel B.
      • Volz M.S.
      • Rizzerio B.G.
      • Fregni F.
      A systematic review on reporting and assessment of adverse effects associated with transcranial direct current stimulation.
      ]. None of the participants reported any neurological or psychiatric disease. Participants were asked not to consume any caffeine or alcohol from the day before the experimental sessions, and sleep about 6–7 h at night before the session. Ethical approval was obtained from the Human Ethics Committee at Monash University, Melbourne, Australia, and the study protocol was conducted in accordance with the Declaration of Helsinki. Before the experiments, all participants provided informed consent.

      Study design

      A randomised double-blinded crossover design was applied in this study. Each volunteer participated in five experimental sessions, which were pseudo-randomly ordered. Order of sessions was counterbalanced, and the respective sessions were separated by at least seven days [
      • Boggio P.S.
      • Nunes A.
      • Rigonatti S.P.
      • Nitsche M.A.
      • Pascual-Leone A.
      • et al.
      Repeated sessions of noninvasive brain DC stimulation is associated with motor function improvement in stroke patients.
      ]. All experimental sessions started at the same time of the day for each individual to reduce the risk of circadian influences [
      • Krause B.
      • Cohen Kadosh R.
      Not all brains are created equal: the relevance of individual differences in responsiveness to transcranial electrical stimulation.
      ,
      • Li L.M.
      • Uehara K.
      • Hanakawa T.
      The contribution of interindividual factors to variability of response in transcranial direct current stimulation studies.
      ]. Due to the nature of this study, no sham condition was included. Participants were blinded to a-tDCS conditions and the purpose of the study. The selection of stimulation parameters was based on the study of Monte-silva et al. (2013); where a-tDCS with 1 mA and 35 cm2 electrodes for 26 min and showed a reversal of CSE alterations [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ]. In the present study, these parameters (1 mA, 35 cm2) were applied to explore the effects of a-tDCS on CSE for 22, 24, 26, 28, and 30 min stimulation duration.
      Two researchers were involved in the current study, one as an assessor and the other as a-tDCS administrator. The assessor, responsible for data collection and analysis, was blinded to all experimental conditions. The administrator, who was responsible for delivering a-tDCS interventions, was not involved in any data collection or analysis.

      Experimental procedures

      Electromyography (EMG)

      Surface EMG was recorded from the right first dorsal interosseus (FDI) with pre-gelled self-adhesive Ag/AgCl electrodes (inter-electrode distance 2 cm) in a belly-tendon montage. The reference electrode was placed on the styloid prominence of the ipsilateral ulna. The skin over the FDI was gently abraded and then cleaned to reduce electrode-skin impedance and improve the recorded EMG responses [
      • Gilmore K.L.
      • Meyers J.E.
      Using surface electromyography in physiotherapy research.
      ]. EMG signals were filtered (bandwidth 10–500 Hz), amplified ( × 1000), and digitized at a sampling rate of 1 kHz, using a Powerlab 4/35 system (ADInstruments, Australia). MEPs were recorded using LabChart 8 software (ADInstruments, Australia), and stored in a PC for offline analysis.

      Transcranial magnetic stimulation (TMS)

      TMS was applied via an angulated figure-of-eight coil connected to a MagPro R30 stimulator (MagVenture, Denmark). The coil was positioned over the left M1 with an angle of 45 ̊ from the midline and the handle pointing backwards (posterior-anterior current orientation). The “motor hotspot” was defined as the coil position from which TMS-induced MEPs of maximum amplitude could be recorded in the target muscle with a given medium TMS intensity. The spot was marked on the scalp for exact repositioning of the coil throughout each session. Resting motor threshold (RMT) at the M1 hot-spot was obtained using the parameter estimation by sequential testing (PEST) method [
      • Mishory A.
      • Molnar C.
      • Koola J.
      • Li X.
      • Kozel F.A.
      • Myrick H.
      • Stroud Z.
      • Nahas Z.
      • George M.S.
      The maximum-likelihood strategy for determining transcranial magnetic stimulation motor threshold, using parameter estimation by sequential testing is faster than conventional methods with similar precision.
      ]. MEP amplitudes were recorded to monitor intervention-generated CSE changes. The TMS intensity (as a percentage of maximum stimulator output, %MSO) was adjusted to elicit a mean MEP amplitude of about 1 mV peak-to-peak (SI 1mV) in the resting FDI [
      • Nitsche M.A.
      • Paulus W.
      Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation.
      ,
      • Nitsche M.A.
      • Paulus W.
      Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans.
      ,
      • Rossini P.M.
      • Burke D.
      • Chen R.
      • Cohen L.G.
      • Daskalakis Z.
      • et al.
      Non-invasive electrical and magnetic stimulation of the brain, spinal cord, roots and peripheral nerves: basic principles and procedures for routine clinical and research application.
      ]. Baseline MEP means within the range of 1 mV ± 20% were accepted [
      • Labruna L.
      • Jamil A.
      • Fresnoza S.
      • Batsikadze G.
      • Kuo M.F.
      • Vanderschelden B.
      • et al.
      Efficacy of anodal transcranial direct current stimulation is related to sensitivity to transcranial magnetic stimulation.
      ]. All TMS procedures were done by the same experimenter (MHZ), who was well-trained in TMS.

      Assessment of CSE: single-pulse TMS induced MEPs (1 mV)

      Twenty-five single-pulse TMS induced MEPs were recorded using the SI 1mV before (Tpre), immediately (T0) and 30min (T30) after the application of a-tDCS. The same intensity was used for all time bins to monitor tDCS-induced changes of CSE.

      Assessment of intracortical excitability: paired-pulse TMS induced MEPs

      Intracortical excitability changes were assessed by a TMS paired-pulse protocol, including 75 stimuli, and interstimulus intervals (ISIs) of 3, 10, and 150 ms. In this protocol, short intracortical inhibition (SICI, 3 ms), intracortical facilitation (ICF, 10 ms), and long interval facilitation (LIF, 150 ms [
      • Vallence A.M.
      • Schneider L.A.
      • Pitcher J.B.
      • Ridding M.C.
      ]; were assessed by combining a subthreshold conditioning stimulus (CS: 80% of RMT) with a suprathreshold test stimulus (TS: SI 1mV) ([
      • Kujirai
      • et al.
      Corticocortical inhibition in human motor cortex.
      ]). TS intensity was adjusted to achieve a baseline MEP of about 1 mV (SI 1mV) and readjusted after the application of a-tDCS in order to compensate for effects of the intervention on the MEP amplitude if required [
      • Nitsche M.A.
      • Seeber A.
      • Frommann K.
      • Klein C.C.
      • Rochford C.
      • et al.
      Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
      ].

      Anodal-transcranial direct current stimulation

      A-tDCS was delivered through a battery-driven stimulator (NeuroConn, Germany). The current was applied through a pair of saline-soaked surface sponge electrodes (5 × 7 cm, 35 cm2). The active electrode (anode) was centred over the FDI hotspot of the left M1 as identified by TMS. The return electrode (cathode) was positioned over the right supraorbital area. Current intensity of 1 mA was applied for five durations (22, 24, 26, 28, and 30 min) in randomised order on different days. There was a 15s ramp-up/down at the beginning and end of the stimulation to minimize any potential discomfort. During stimulation, participants were instructed to keep their hands in a relaxed position.
      Fig. 1 summarizes the experimental design of the current study.
      Fig. 1
      Fig. 1Schematic representation of the experimental procedure for each session. The timeline shows the order of the procedures from left to right.
      TMS: Transcranial magnetic stimulation, S: session, MEPs: Motor evoked potentials, CSE: Corticospinal excitability, ICF: intra-cortical facilitation, LIF; long interval facilitation, SICI: Short latency intra-cortical inhibition, A-tDCS: Anodal-transcranial direct current stimulation, RMT: resting motor threshold, SI1mV: Stimulator intensity required for peak-to-peak MEP amplitude of approximately 1 mV, Tpre: Baseline, T0: Immediately after, and T30: 30 min after the intervention.

      Monitoring of side effects

      All participants were asked to complete a questionnaire during all experimental conditions to record side or adverse effects of a-tDCS. The questionnaire contained rating scales for the presence and severity of some common side effects such as itching, tingling or burning sensation under the electrodes [
      • Poreisz C.
      • Boros K.
      • Antal A.
      • Paulus W.
      Safety aspects of transcranial direct current stimulation concerning healthy subjects and patients.
      ,
      • George M.S.
      • Aston-Jones G.
      Noninvasive techniques for probing neurocircuitry and treating illness: vagus nerve stimulation (VNS), transcranial magnetic stimulation (TMS) and transcranial direct current stimulation (tDCS).
      ], and other adverse effects, including headache and pain during and after stimulation [
      • Brunoni A.R.
      • Amadera J.
      • Berbel B.
      • Volz M.S.
      • Rizzerio B.G.
      • Fregni F.
      A systematic review on reporting and assessment of adverse effects associated with transcranial direct current stimulation.
      ]. All participants rated the unpleasantness of any scalp sensation by a numeric analogue scale (NAS; e.g. 0 = no sensation to 10 = worst sensation imaginable) during and after stimulation. Finally, at the end of each experiment, participants were asked to indicate if they distinguished any difference between received stimulation compared to the previous session(s). They replied, choosing ’Yes’, ‘No’, or ‘cannot say’ as the answer.

      Statistical analyses

      To exclude baseline differences between the five tDCS-sessions, a one-way repeated measure ANOVA (rmANOVA) was used for all dependent variables (RMT, SI 1mV, MEP amplitude). Peak-to-peak amplitudes of 25 single-pulse MEPs were calculated and averaged online for each time point of measurement, using a custom-designed macro. The size of the conditioned MEP was expressed as a percentage of the unconditioned test MEPs for SICI, ICF, and LIF. The Shapiro-Wilk test was applied to explore the normality of each dataset. The post-intervention values were normalized, and are given as ratios of the respective baselines. A rmANOVA was conducted to assess the effects of two repeated measure factors, ‘Experimental conditions’ (a-tDCS durations of 22, 24, 26, 28 and 30 min) and ‘Time’ (Tpre, T0, and T30) on CSE, SICI, ICF, and LIF. Mauchly’s test was used to assess the validity of the sphericity assumption for the rmANOVA; it requires that the variances of each set of difference scores are equal. Greenhouse-Geisser-corrected significance values were used when the sphericity assumption did not apply [
      • Meyers L.S.
      • Gamst G.
      • Guarino A.J.
      Applied multivariate research: design and interpretation.
      ]. In case of significant results of the ANOVA, Bonferroni-corrected post hoc paired-sample t-tests were conducted to test whether the baseline value of each experimental condition differed significantly from post-intervention time points (T0 and T30).
      An analysis of covariance (ANCOVA) with session order as co-variate was performed, to exclude that this factor had an impact on the results, which would hint for instability of the results due to this methodological aspect.
      For side effect analysis, mean intensity values were calculated based on the numerical analogue scale ratings. A one-way ANOVA was carried out on the rating scale data recorded to assess any significant differences between sessions. To determine whether participants were successfully blinded to the experimental conditions, after completion of each experiment, participants were asked whether they could differentiate between stimulation they received at each session. Data were analysed using Pearson’s chi-square. Means are reported ± standard error of the mean (SEM). Statistical analyses were computed using SPSS 25 (IBM, NY, USA), and the critical level of significance was set to p = 0.05.

      Results

      All fifteen participants completed all experimental sessions. The Shapiro-Wilk test confirmed normality of all data sets. The results of the respective one-way rmANOVAs revealed no significant difference of baseline RMT, SI 1mv (CSE), and MEPs (SICI, ICF, LIF) between all experimental sessions, Table 1.
      Table 1Baseline TMS measurements. Means ± Standard error of mean (SEM). SI1mV: stimulus intensity required for induction of 1 mV MEP. CSE: corticospinal excitability, SICI: short latency intracortical inhibition (% conditioned MEP/Test MEP), ICF: Intracortical facilitation (% conditioned MEP/Test MEP), LIF: long interval facilitation (% conditioned MEP/Test MEP).
      Experimental conditions

      Application of a-tDCS at different durations
      Baseline Measurements22 min24 min26 min28 min30 mindfF valueP value
      SI1mV (%)46.53 ± 1.9144.33 ± 2.1345.53 ± 2.1846.11 ± 1.8945.17 ± 2.0141.50.28
      CSE (mV)1.01 ± 0.041.14 ± 0.051.06 ± 0.021.10 ± 0.031.08 ± 0.0241.020.41
      SICI (%)33.63 ± 1.5136.58 ± 2.0637.10 ± 1.2433.35 ± 1.8836.55 ± 1.2341.220.31
      ICF (%)110.13 ± 4.54117.5 ± 4.81120.73 ± 4.6110.84 ± 2.11114.34 ± 5.2842.030.13
      LIF (%)104.51 ± 2.09108.26 ± 3.02106.55 ± 4.12112.42 ± 4.69108.12 ± 3.7942.210.08
      Moreover, the results of the respective ANCOVAs show no significant impact of this co-variate on the outcome (F = 0.05, df = 4, Sig = 0.94 for CSE, please see Table 2 for the remaining results).
      Table 2Analysis of covariance (ANCOVAs). CSE: corticospinal excitability, SICI: short latency intracortical inhibition, ICF: Intracortical facilitation, LIF: long interval facilitation, df: degree of freedom, Sig: significance.
      ParameterdfF valueSig.
      CSE40.050.94
      SICI41.770.14
      ICF41.960.11
      LIF41.330.26

      Effects of different A-tDCS durations on CSE

      The two-way rmANOVA conducted for single pulse amplitudes showed a significant main effect of ‘Experimental condition’ (F (4, 56) = 19.19, P < 0.001, ηp2 = 0.60, 1-β = 0.98) and a significant ‘experimental conditions × time’ interaction (F (8, 112) = 11.39, P < 0.001, ηp2 = 0.46, 1-β = 0.96). However, the results showed no significant main effect of ‘time’ (F (2, 28) = 3.88, P = 0.33, ηp2 = 0.21, 1-β = 0.65). Fig. 2 (A1-E1) shows the respective CSE changes of all participants for the five a-tDCS durations. Bonferroni-corrected post-hoc t-tests revealed that peak-to-peak MEP amplitudes significantly increased (T0, T30) following tDCS durations of 22 and 24 min, as compared to baseline (p < 0.01). On the other hand, MEP amplitudes were significantly reduced following stimulation durations of 26 (T0), 28, and 30 min (T0, T30), as compared to baseline (p < 0.01).
      Fig. 2
      Fig. 2The effects of different durations of a-tDCS on corticospinal excitability (CSE; A1-E1), short intracortical inhibition (SICI; A2-E2), intracortical facilitation (ICF; A3-E3), and long interval facilitation (LIF; A4-E4). A1-4: 22 min, B1-4: 24 min, C1-4: 26 min, D1-4: 28 min, E1-4: 30 min (∗) shows significant differences, p < 0.05. Each dot represents one participant. Lines show the means. Error bars show SEM.

      Effects of different A-tDCS durations on SICI

      The rmANOVA revealed a significant main effect of ‘Experimental conditions’ (F (4, 56) = 8.55, P < 0.001, ηp2 = 0.37, 1-β = 0.94), and a significant ‘experimental conditions × time’ interaction on SICI (F (8, 112) = 10.01, P < 0.001, ηp2 = 0.41, 1-β = 0.97). However, there was no significant main effect of ‘time’ (F (2, 28) = 0.25, P = 0.77, ηp2 = 0.01, 1-β = 0.08). Pairwise comparisons revealed significant differences for tDCS durations of 22, 28, and 30 min. Specifically, SICI decreased significantly in the 22 min a-tDCS condition (T0, T30), while it increased significantly after 28 min (T30), and 30 min (T0, T30) a-tDCS, as compared to the respective baseline values (Fig. 2; A2-E2).

      Effects of different A-tDCS durations on M1 ICF and LIF

      The rmANOVA showed a significant main effect of ‘Experimental conditions’ on ICF (F (4, 56) = 18.55, P < 0.001, ηp2 = 0.56, 1-β = 0.98), and LIF (F (4, 56) = 4.47, P < 0.01, ηp2 = 0.24, 1-β = 0.84), and a significant ‘experimental conditions × time interaction’ for both, ICF (F (8, 112) = 8.45, P < 0.001, ηp2 = 0.37, 1-β = 0.95), and LIF (F (8, 112) = 4.85, P < 0.001, ηp2 = 0.25, 1-β = 0.89). However, there was no significant main effect of ‘time’ resulted for both ICF (F (2, 28) = 1.90, P = 0.16, ηp2 = 0.36, 1-β = 0.12) and LIF (F (2, 28) = 0.04, P = 0.94, ηp2 = 0.004, 1-β = 0.05). Pairwise comparisons revealed that ICF increased significantly following a-tDCS for 22 min (T0, T30), but was significantly reduced after 26 (T0), 28, and 30 min (T0, T30) a-tDCS (Fig. 2; A3-E3). Moreover, LIF increased significantly after 22 min a-tDCS (T0, T30), while it significantly decreased following 30 min a-tDCS (T30) (Bonferroni-corrected post hoc t-tests, p < 0.05) (Fig. 2; A4-E4).

      Safety and side effects of A-tDCS

      No adverse effects were reported after a-tDCS, except tingling sensations and light itching under the electrodes during stimulation reported by some of the participants in all experimental conditions. Side effects were recorded at the beginning, middle and end of stimulation. Table 3 summarizes the means ± SEM for reported side effects under the anode and cathode for each of the experimental sessions. No reports of burning sensations, headaches, or pain were recorded during or after stimulation.
      Table 3The values are based on ratings via a Numeric Analogue Scale (NAS). 0 is representing no sensation, and 10 as the worst sensation imaginable. The sensations were recorded during three phases of stimulation: Beginning (0 min–1/3 of stimulation duration), Middle (1/2 to 2/3 of stimulation duration), End (last 6 min to end of stimulation). Sensations under both active (anode) and return (cathode) electrodes were recorded during different durations of a-tDCS. Scores are reported as mean ± SEM.
      Side effectAnode (Active electrode)Cathode (Return electrode)
      22min24min26min28min30min22min24min26min28min30min
      Tingling sensationBeginning4.6 ± 0.285.1 ± 0.424.3 ± 0.484.8 ± 0.264.1 ± 0.161.8 ± 0.112.7 ± 0.211.7 ± 0.092.1 ± 0.262.6 ± 0.11
      Middle3.6 ± 0.233.9 ± 0.342.7 ± 0.192.9 ± 0.313.0 ± 0.211.6 ± 0.122.0 ± 0.060.9 ± 0.101.0 ± 0.090.8 ± 0.07
      End1.7 ± 0.151.3 ± 0.111.8 ± 0.221.8 ± 0.121.9 ± 0.160.5 ± 0.090.5 ± 0.110.6 ± 0.120.4 ± 0.080.6 ± 0.08
      Itching sensationBeginning3.0 ± 0.173.2 ± 0.173.1 ± 0.183.2 ± 0.113.6 ± 0.282.7 ± 0.213.0 ± 0.132.9 ± 0.102.8 ± 0.113.0 ± 0.17
      Middle1.8 ± 0.131.5 ± 0.112.1 ± 0.282.2 ± 0.352.1 ± 0.181.2 ± 0.121.1 ± 0.181.4 ± 0.11.1 ± 0.201.0 ± 0.08
      End0.9 ± 0.111.2 ± 0.121.0 ± 0.091.1 ± 0.101.2 ± 0.120.8 ± 0.120.9 ± 0.080.8 ± 0.100.6 ± 0.110.9 ± 0.09
      Burning sensationBeginning
      Middle
      End
      Not toleratedBeginning
      Middle
      End
      Moreover, the Chi-square test conducted to control for successful blinding showed no significant differences between the experimental conditions [χ2 (4, n = 15) = 7.52, P = 0.12], demonstrating that participants were not able to identify the respective stimulation protocol. The percentage of participants who could not guess the a-tDCS condition they had been received correctly, and replied ‘No’ was 96% (excluding ‘cannot say’ responders) and 92% (including ‘cannot say’ responders). Blinding of the participants of the present study was therefore successful.

      Discussion

      The results of the current study confirm the existence of a duration threshold for the reversal of excitability-enhancing effects of a-tDCS (1 mA) on CSE at 26 min. This finding is in line with the study of [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ]; in which the excitability-enhancing effects of a-tDCS reversed after doubling stimulation duration from 13 to 26 min [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ]. Accordingly, unlike shorter (<26 min) applications, longer (≥26 min) applications of a-tDCS (1 mA) reversed the excitatory effects of stimulation on CSE. Moreover, the results of the present study confirm that the CSE reversal at longer intervention durations (≥26 min) is associated with an increase of inhibitory and decrease of excitatory intracortical mechanisms. TDCS was well tolerated in all experimental sessions, and the blinding procedure was successful.

      Effects of A-tDCS durations on CSE and intracortical excitability

      A-tDCS durations <26 min

      We hypothesized that application of a-tDCS < 26 min would increase CSE and assumed that this enhancement would be accompanied by reduced SICI, and increased ICF, and LIF. Our findings support these hypotheses. In detail, our results show that CSE was significantly increased following a-tDCS, in line with the results of previous studies [
      • Nitsche M.A.
      • Seeber A.
      • Frommann K.
      • Klein C.C.
      • Rochford C.
      • et al.
      Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
      ]; [
      • Batsikadze G.
      • Moliadze V.
      • Paulus W.
      • Kuo M.F.
      • Nitsche M.A.
      Partially non-linear stimulation intensity-dependent effects of direct current stimulation on motor cortex excitability in humans.
      ]; [
      • Tremblay S.
      • Beaule V.
      • Lepage J.-F.
      • Theoret H.
      Anodal transcranial direct current stimulation modulates GABAB-related intracortical inhibition in the M1 of healthy individuals.
      ,
      • Wiethoff S.
      • Hamada M.
      • Rothwell J.C.
      Variability in response to transcranial direct current stimulation of the motor cortex.
      ,
      • Vaseghi B.
      • Zoghi M.
      • Jaberzadeh S.
      How does anodal transcranial direct current stimulation of the pain neuromatrix affect brain excitability and pain perception? A randomised, double-blind, sham-control study.
      ,
      • Strube W.
      • Bunse T.
      • Malchow B.
      • Hasan A.
      Efficacy and interindividual variability in motor-cortex plasticity following anodal tDCS and paired-associative stimulation.
      ,
      • Labruna L.
      • Jamil A.
      • Fresnoza S.
      • Batsikadze G.
      • Kuo M.F.
      • Vanderschelden B.
      • et al.
      Efficacy of anodal transcranial direct current stimulation is related to sensitivity to transcranial magnetic stimulation.
      ,
      • Jamil A.
      • Bastikadze G.
      • Kuo H.I.
      • Labruna L.
      • Hasan A.
      • et al.
      Systematic evaluation of the impact of stimulation intensity on neuroplastic after-effects induced by transcranial direct current stimulation.
      ]. Furthermore, the results are in line with the hypothesized SICI reduction, which also aligns with respective results of the previous findings [
      • Nitsche M.A.
      • Seeber A.
      • Frommann K.
      • Klein C.C.
      • Rochford C.
      • et al.
      Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
      ,
      • Stagg C.J.
      • Nitsche M.A.
      Physiological basis of transcranial direct current stimulation.
      ]. As expected, the results also show an increase of ICF and LIF after a-tDCS. In addition, these results confirm those of previous findings [
      • Nitsche M.A.
      • Seeber A.
      • Frommann K.
      • Klein C.C.
      • Rochford C.
      • et al.
      Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
      ,
      • Batsikadze G.
      • Moliadze V.
      • Paulus W.
      • Kuo M.F.
      • Nitsche M.A.
      Partially non-linear stimulation intensity-dependent effects of direct current stimulation on motor cortex excitability in humans.
      ] which are indicative for an involvement of facilitatory mechanisms in the respective results.
      TDCS affects the stimulated area by different mechanisms and can induce changes in different brain areas ([
      • Mederios
      Neurobiological effects of transcranial direct current stimulation: a review..
      ]). The primary mechanisms are assumed to be calcium-dependent and mainly related to glutamatergic activity [
      • Nitsche M.A.
      • Fricke K.
      • Henschke U.
      • Schlitterlau A.
      • Liebetanz D.
      • Lang N.
      • Henning S.
      • Tergau F.
      • Paulus W.
      Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans.
      ,
      • Nitsche M.A.
      • Liebetanz D.
      • Schlitterlau A.
      • Henschke U.
      • Fricke K.
      • Frommann K.
      • et al.
      GABAergic modulation of DC stimulation-induced motor cortex excitability shifts in humans.
      ] with a gating effect on GABAA receptors [
      • Nitsche M.A.
      • Fricke K.
      • Henschke U.
      • Schlitterlau A.
      • Liebetanz D.
      • Lang N.
      • Henning S.
      • Tergau F.
      • Paulus W.
      Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans.
      ,
      • Stagg C.J.
      • Best J.G.
      • Stephenson M.C.
      • O’Shea J.
      • Wylezinska M.
      • et al.
      Polarity-sensitive modulation of cortical neurotransmitters by transcranial stimulation.
      ,
      • Nitsche M.A.
      • Seeber A.
      • Frommann K.
      • Klein C.C.
      • Rochford C.
      • et al.
      Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
      ,
      • Stagg C.J.
      • Nitsche M.A.
      Physiological basis of transcranial direct current stimulation.
      ], which is supported by the current results of the paired-pulse protocols. Indeed, glutamate receptors and specifically the NMDAR are involved in ICF ([
      • Ziemann U.
      • et al.
      ],;[
      • Ziemann
      Mechanisms of Deafferentation-Induced Plasticity in Human Motor Cortex.
      ] [
      • Chen R.
      • Tam A.
      • Bütefisch C.
      • Corwell B.
      • Ziemann U.
      • Rothwell J.C.
      • Cohen L.G.
      Intracortical inhibition and facilitation in different representations of the human motor cortex.
      ]. Therefore, it can be concluded that the activity of NMDARs in M1 and therefore, glutamatergic activity was intensified following a-tDCS < 26 min. This would result in an increase of intracellular Ca2+ in the postsynaptic neuron that enhances ICF and increases CSE ([
      • Lisman J.E.
      • Zhabotinsky A.M.
      A model of synaptic memory: a CaMKII/PP1 switch that potentiates transmission by organizing an AMPA receptor anchoring assembly.
      ]).
      SICI is considered to be primarily depended on GABAergic interneuronal activity [
      • Stagg C.J.
      • Best J.G.
      • Stephenson M.C.
      • O’Shea J.
      • Wylezinska M.
      • et al.
      Polarity-sensitive modulation of cortical neurotransmitters by transcranial stimulation.
      ,
      • Nitsche M.A.
      • Liebetanz D.
      • Schlitterlau A.
      • Henschke U.
      • Fricke K.
      • Frommann K.
      • et al.
      GABAergic modulation of DC stimulation-induced motor cortex excitability shifts in humans.
      ]; [
      • Stagg C.J.
      • Nitsche M.A.
      Physiological basis of transcranial direct current stimulation.
      ]). A reduction of GABAergic activity by a-tDCS has been already shown in previous studies [
      • Stagg C.J.
      • Best J.G.
      • Stephenson M.C.
      • O’Shea J.
      • Wylezinska M.
      • et al.
      Polarity-sensitive modulation of cortical neurotransmitters by transcranial stimulation.
      ,
      • Hummel F.
      • Celnik P.
      • Giraux P.
      • Floel A.
      • Wu W.-H.
      • Gerloff C.
      • et al.
      Effects of non-invasive cortical stimulation on skilled motor function in chronic stroke.
      ,
      • Antal A.
      • Terney D.
      • Kühnl S.
      • Paulus W.
      Anodal transcranial direct current stimulation of the motor cortex ameliorates chronic pain and reduces short intracortical inhibition.
      ]. This reduction of GABA activity would indirectly enhance NMDAR responses and intracellular Ca2+ concentration [
      • Abraham W.C.
      • Bear W.P.
      Metaplasticity: the plasticity of synaptic plasticity.
      ], and therefore contribute to the observed CSE enhancement. Finally, the LIF enhancement observed for a-tDCS < 26 min, as an index of late cortical disinhibition, fits well with the resulting increase of CSE caused by the respective tDCS protocols.

      A-tDCS durations ≥26 min

      We hypothesized that application of a-tDCS ≥ 26 min would reduce and may even reverse the facilitatory effect of the intervention on CSE. The current findings support this hypothesis. These findings are in principle agreement with other studies showing the non-linear effect of a-tDCS [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ,
      • Tremblay S.
      • Larochelle-Brunet F.
      • Lafleur L.P.
      • Mouderrib S.E.
      • Lepage J.-F.
      • et al.
      Systematic assessment of duration and intensity of anodal transcranial direct current stimulation on primary motor cortex excitability.
      ,
      • Vignaud P.
      • Mondino M.
      • Poulet E.
      • Palm U.
      • Brunelin J.
      Duration but not intensity influences transcranial direct current stimulation (tDCS) after-effects on cortical excitability.
      ]. They furthermore support the assumption of a duration and intensity window for anodal tDCS that results in linear effects, and that exceeding stimulation parameters beyond respective limits results in non-linearities. We also assumed that the hypothesized CSE reduction would involve respective intracortical excitability alterations. The current findings, showing a gradual decrease of ICF and LIF following a-tDCS ≥ 26 min, support the respective hypothesis with respect to a reduction of intracortical facilitatory mechanisms in case of increased stimulation duration. Moreover, the gradual increase of SICI following a-tDCS ≥ 26 min in the current study suggests an enhancement of inhibitory mechanisms involved in the non-linear effects induced by prolonged a-tDCS. Although SICI was not enhanced at 26 and 28 min significantly, we observed a respective trend-wise effect. Moreover, the significant enhancement of SICI for the a-tDCS duration of 30 min supports this hypothesis and confirms increasing inhibitory activities.
      It seems that neuronal counter-regulatory mechanisms are activated by prolonged stimulation duration, which reverses CSE. The already above-mentioned Ca2+ overflow induced by prolonged stimulation [
      • Monte-Silva K.
      • Kuo M.F.
      • Hessenthaler S.
      • Fresnoza S.
      • Liebetanz D.
      • et al.
      Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
      ], might activate counteracting potassium channels [
      • Misonou H.
      • Mohapatra D.P.
      • Park E.W.
      • Leung V.
      • Zhen D.
      • Misonou K.
      • et al.
      Regulation of ion channel localization and phosphorylation by neuronal activity.
      ] which would limit Ca2+ influx [
      • Yasuda R.
      • Sabatini B.L.
      • Svoboda K.
      Plasticity of calcium channels in dendritic spines.
      ], and might convert effects.
      ICF reduction and SICI enhancement, revealed by current results, is in accordance with proposed mechanisms of synaptic scaling, which opposite scaling directions of inhibitory and excitatory synapses of respective neuronal circuits [
      • Kilman V.
      • van Rossum M.C.
      • Turrigiano G.G.
      Activity deprivation reduces miniature IPSC amplitude by decreasing the number of postsynaptic GABA(A) receptors clustered at neocortical synapses.
      ,
      • Swanwick C.C.
      • Murthy N.R.
      • Kapur J.
      Activity-dependent scaling of GABAergic synapse strength is regulated by brain-derived neurotrophic factor.
      ]. This suggests that a high level of synaptic activity induced by prolonged a-tDCS enhances activation of intracortical inhibitory interneurons on excitatory interneurons and decrease NMDA currents. This mechanism would then scale down synaptic strengths. These hypothesized mechanisms are however speculative at present and should be confirmed by future studies.

      Safety and side effects of a-tDCS

      All participants tolerated the applied currents in the different experimental conditions well. There were no dropouts due to adverse or side effects of a-tDCS. Itching sensations were reported by all participants in all sessions. No reports of burning sensations, headache, or pain were mentioned during or after stimulation.

      Limitations of the study

      Our findings should be interpreted in the context of some limitations. First, the data was obtained from a healthy population; therefore, the results may not necessarily be extrapolated to the patients with neurological, or psychiatric disorders. Second, the effects were evaluated in young participants (under 40 years); older individuals may respond differently to the applied a-tDCS conditions. Finally, in the current study, the effect of a-tDCS was assessed only for up to 30 min post-stimulation, which limits our understanding with respect to possible further lasting effects or delayed developing changes.

      Suggestions for future studies

      Future experiments should conduct additional excitability measures during stimulation to receive more profound knowledge about the temporal dynamics of the development of plasticity by tDCS, and add mechanistic information via exploration of the contribution of ion channels and neurotransmitters to the effects of stimulation. Moreover, investigations exploring the duration threshold of M1 a-tDCS in older adults and patients with neurological disorders would be valuable to enhance the transferability of the findings. Studies applying different stimulation intensities, electrode sizes, and stimulation montages in both healthy participants and patients in a systematic manner would provide valuable information about the parameter range of a-tDCS. In addition, behavioural outcome measures would be worthwhile to investigate if reversal of the CSE effects also affects the relevant motor or cognitive behaviours. Finally, we observed a higher variability of responses to a-tDCS with shorter durations in the present study. Future systematic studies should disentangle possible causes for the differences of variability, which might be methodological, because higher MEP amplitudes allow for larger variability, or physiological, because of instability of effects in transition zones between excitability-enhancing, and -reducing effects.

      Conclusions

      The results of this study show that increasing the duration of a-tDCS does not necessarily enhance its efficacy to induce LTP-like plasticity, but might even convert the direction of effects. Moreover, the results show that respective corticospinal effects are mirrored at the level of intracortical circuits. These findings stress an essential role of metaplastic mechanisms for the effects of a-tDCS. The a-tDCS duration threshold for the reversal of the effects identified in this study confirms the assumption of a ‘ceiling effect’ of stimulation protocols in healthy participants, which might not be easily overcome with the application of prolonged interventions, but might require sophisticated adaptation.

      CRediT authorship contribution statement

      Maryam Hassanzahraee: Conceptualization, Methodology, Formal analysis, Investigation, Data curation, Writing - original draft, Writing - review & editing, Supervision, Project administration. Michael A. Nitsche: Data curation, Writing - review & editing. Maryam Zoghi: Conceptualization. Shapour Jaberzadeh: Conceptualization, Methodology, Data curation, Writing - review & editing, Supervision.

      Declaration of competing interest

      This manuscript is based on research conducted by Maryam Hassanzahraee, PhD candidate at Monash University, Melbourne, Australia. This project had no external funding, and no financial or other relationships pose a conflict of interest. MAN is member of the scientific advisory boards of Neuroelectrics, and Neurodevice.

      References

        • Nitsche M.A.
        • Paulus W.
        Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation.
        J Physiol. 2000; 527: 633-639
        • Nitsche M.A.
        • Paulus W.
        Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans.
        Neurology. 2001; 57: 1899-1901
        • Tremblay S.
        • Beaule V.
        • Lepage J.-F.
        • Theoret H.
        Anodal transcranial direct current stimulation modulates GABAB-related intracortical inhibition in the M1 of healthy individuals.
        Neuroreport. 2013; 24: 46-50
        • Wiethoff S.
        • Hamada M.
        • Rothwell J.C.
        Variability in response to transcranial direct current stimulation of the motor cortex.
        Brain Stimul. 2014; 7: 468-475
        • Vaseghi B.
        • Zoghi M.
        • Jaberzadeh S.
        How does anodal transcranial direct current stimulation of the pain neuromatrix affect brain excitability and pain perception? A randomised, double-blind, sham-control study.
        PloS One. 2015; 10e0118340
        • Strube W.
        • Bunse T.
        • Malchow B.
        • Hasan A.
        Efficacy and interindividual variability in motor-cortex plasticity following anodal tDCS and paired-associative stimulation.
        Neural Plast. 2015; 2015: 530423
        • Labruna L.
        • Jamil A.
        • Fresnoza S.
        • Batsikadze G.
        • Kuo M.F.
        • Vanderschelden B.
        • et al.
        Efficacy of anodal transcranial direct current stimulation is related to sensitivity to transcranial magnetic stimulation.
        Brain Stimul. 2016; 9: 8-15
        • Monte-Silva K.
        • Kuo M.F.
        • Hessenthaler S.
        • Fresnoza S.
        • Liebetanz D.
        • et al.
        Induction of late LTP-like plasticity in the human motor cortex by repeated noninvasive brain stimulation.
        Brain Stimul. 2013; 6: 424-432
        • Lopez-Alonso V.
        • Cheeran B.
        • Rio-Rodriguez D.
        • Fernandez-Del-Olmo M.
        Inter-individual variability in response to non-invasive brain stimulation paradigms.
        Brain Stimul. 2014; 7: 372-380
        • Tremblay S.
        • Larochelle-Brunet F.
        • Lafleur L.P.
        • Mouderrib S.E.
        • Lepage J.-F.
        • et al.
        Systematic assessment of duration and intensity of anodal transcranial direct current stimulation on primary motor cortex excitability.
        Eur J Neurosci. 2016; : 1-7
        • Vignaud P.
        • Mondino M.
        • Poulet E.
        • Palm U.
        • Brunelin J.
        Duration but not intensity influences transcranial direct current stimulation (tDCS) after-effects on cortical excitability.
        Neurophysiol Clin. 2018; 48: 89-92
        • Ridding M.C.
        • Ziemann U.
        Determinants of the induction of cortical plasticity by non-invasive brain stimulation in healthy subjects.
        J Physiol. 2010; 588: 2291-2304
        • Müller-Dahlhaus F.
        • Ziemann U.
        Metaplasticity in human cortex.
        Neuroscientist. 2015; 21: 185-202
        • Karabanov A.
        • Ziemann U.
        • Hamada M.
        • George M.
        • Quartarone A.
        • et al.
        Consensus paper: probing homeostatic plasticity of human cortex with non-invasive transcranial brain stimulation.
        Brain Stimul. 2015; 8: 442-454
        • Burrone J.
        • Murthy V.N.
        Synaptic gain control and homeostasis.
        Curr Opin Neurol. 2003; 13: 560-567
        • Turrigiano G.G.
        • Nelson S.B.
        Homeostatic plasticity in the developing nervous system.
        Nat Rev Neurosci. 2004; 5: 97-107
        • Bienenstock E.L.
        • Cooper L.N.
        • Munro P.W.
        Theory for the development of neuron selectivity, orientation specificity and binocular interaction in visual cortex.
        J Neurosci. 1982; 2: 32-48
        • Abraham W.C.
        • Tate W.P.
        Metaplasticity: a new vista across the field of synaptic plasticity.
        Prog Neurobiol. 1997; 52: 303-323
        • Hassanzahraee M.
        • Zoghi M.
        • Jaberzadeh S.
        How different priming stimulations affect the corticospinal excitability induced by noninvasive brain stimulation techniques: a systematic review and meta-analysis.
        Rev Neurosci. 2018; 29: 883-899
        • Siebner H.R.
        • Lang N.
        • Rizzo V.
        • Nitsche M.A.
        • Paulus W.
        • Lemon R.N.
        • Rothwell J.C.
        Preconditioning of low-frequency repetitive transcranial magnetic stimulation with transcranial direct current stimulation: evidence for homeostatic plasticity in the human motor cortex.
        J Neurosci. 2004; 24: 3379-3385
        • Lang N.
        • Nitsche M.A.
        • Paulus W.
        • Rothwell J.C.
        • Lemon R.N.
        Effects of transcranial direct current stimulation over the human motor cortex on corticospinal and transcallosal excitability.
        Exp Brain Res. 2004; 156: 439-443
        • Müller J.F.
        • Orekhov Y.
        • Liu Y.
        • Ziemann U.
        Homeostatic plasticity in human motor cortex demonstrated by two consecutive sessions of paired associative stimulation.
        Eur J Neurosci. 2007; 25: 3461-3468
        • Lisman J.E.
        • Zhabotinsky A.M.
        A model of synaptic memory: a CaMKII/PP1 switch that potentiates transmission by organizing an AMPA receptor anchoring assembly.
        Neuron. 2001; 31: 191-201
        • Misonou H.
        • Mohapatra D.P.
        • Park E.W.
        • Leung V.
        • Zhen D.
        • Misonou K.
        • et al.
        Regulation of ion channel localization and phosphorylation by neuronal activity.
        Nat Neurosci. 2004; 7: 711e8
        • Nitsche M.A.
        • Fricke K.
        • Henschke U.
        • Schlitterlau A.
        • Liebetanz D.
        • Lang N.
        • Henning S.
        • Tergau F.
        • Paulus W.
        Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans.
        J Physiol. 2003; 553: 293-301
        • Stagg C.J.
        • Best J.G.
        • Stephenson M.C.
        • O’Shea J.
        • Wylezinska M.
        • et al.
        Polarity-sensitive modulation of cortical neurotransmitters by transcranial stimulation.
        J Neurosci. 2009; 29 (5202e6)
        • Nitsche M.A.
        • Seeber A.
        • Frommann K.
        • Klein C.C.
        • Rochford C.
        • et al.
        Modulating parameters of excitability during and after transcranial direct current stimulation of the human motor cortex.
        J Physiol. 2005; 568: 291-303
        • Oldfield R.C.
        The assessment and analysis of handedness: the Edinburgh inventory.
        Neuropsychologia. 1971; 9: 97-113
        • Wassermann E.M.
        Risk and safety of repetitive transcranial magnetic stimulation: report and suggested guidelines from the international workshop on the safety of repetitive transcranial magnetic stimulation, June 5–7, 1996.
        Electroencephalogr Clin Neurophysiol. 1998; 108: 1-16
        • Brunoni A.R.
        • Amadera J.
        • Berbel B.
        • Volz M.S.
        • Rizzerio B.G.
        • Fregni F.
        A systematic review on reporting and assessment of adverse effects associated with transcranial direct current stimulation.
        Int J Neuropsychopharmacol. 2011; 14: 1133-1145
        • Boggio P.S.
        • Nunes A.
        • Rigonatti S.P.
        • Nitsche M.A.
        • Pascual-Leone A.
        • et al.
        Repeated sessions of noninvasive brain DC stimulation is associated with motor function improvement in stroke patients.
        Restor Neurol Neurosci. 2007; 25: 123-129
        • Krause B.
        • Cohen Kadosh R.
        Not all brains are created equal: the relevance of individual differences in responsiveness to transcranial electrical stimulation.
        Front Syst Neurosci. 2014; 8: 25
        • Li L.M.
        • Uehara K.
        • Hanakawa T.
        The contribution of interindividual factors to variability of response in transcranial direct current stimulation studies.
        Front Cell Neurosci. 2015; 12: 181
        • Gilmore K.L.
        • Meyers J.E.
        Using surface electromyography in physiotherapy research.
        Aust J Physiother. 1983; 29: 3-9
        • Mishory A.
        • Molnar C.
        • Koola J.
        • Li X.
        • Kozel F.A.
        • Myrick H.
        • Stroud Z.
        • Nahas Z.
        • George M.S.
        The maximum-likelihood strategy for determining transcranial magnetic stimulation motor threshold, using parameter estimation by sequential testing is faster than conventional methods with similar precision.
        J ECT. 2004; 20: 160-165
        • Rossini P.M.
        • Burke D.
        • Chen R.
        • Cohen L.G.
        • Daskalakis Z.
        • et al.
        Non-invasive electrical and magnetic stimulation of the brain, spinal cord, roots and peripheral nerves: basic principles and procedures for routine clinical and research application.
        Clin Neurophysiol. 2015; 126: 1071-1107
        • Vallence A.M.
        • Schneider L.A.
        • Pitcher J.B.
        • Ridding M.C.
        Long-interval facilitation and inhibition are differentially affected by conditioning stimulus intensity over different time courses. vol 570. 2014: 114-118
        • 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
        • George M.S.
        • Aston-Jones G.
        Noninvasive techniques for probing neurocircuitry and treating illness: vagus nerve stimulation (VNS), transcranial magnetic stimulation (TMS) and transcranial direct current stimulation (tDCS).
        Neuropsychopharmacology. 2010; 35: 301-316
        • Meyers L.S.
        • Gamst G.
        • Guarino A.J.
        Applied multivariate research: design and interpretation.
        SAGE Publications, Thousand Oaks, CA2006
        • Jamil A.
        • Bastikadze G.
        • Kuo H.I.
        • Labruna L.
        • Hasan A.
        • et al.
        Systematic evaluation of the impact of stimulation intensity on neuroplastic after-effects induced by transcranial direct current stimulation.
        J Physiol. 2016; 1–16
        • Stagg C.J.
        • Nitsche M.A.
        Physiological basis of transcranial direct current stimulation.
        Neuroscientist. 2011; 17: 37-53
        • Batsikadze G.
        • Moliadze V.
        • Paulus W.
        • Kuo M.F.
        • Nitsche M.A.
        Partially non-linear stimulation intensity-dependent effects of direct current stimulation on motor cortex excitability in humans.
        J Physiol. 2013; 591: 1987-2000
        • Nitsche M.A.
        • Liebetanz D.
        • Schlitterlau A.
        • Henschke U.
        • Fricke K.
        • Frommann K.
        • et al.
        GABAergic modulation of DC stimulation-induced motor cortex excitability shifts in humans.
        Eur J Neurosci. 2004; 19: 2720-2726
        • Chen R.
        • Tam A.
        • Bütefisch C.
        • Corwell B.
        • Ziemann U.
        • Rothwell J.C.
        • Cohen L.G.
        Intracortical inhibition and facilitation in different representations of the human motor cortex.
        J Neurophysiol. 1998; 80: 2870-2881
        • Hummel F.
        • Celnik P.
        • Giraux P.
        • Floel A.
        • Wu W.-H.
        • Gerloff C.
        • et al.
        Effects of non-invasive cortical stimulation on skilled motor function in chronic stroke.
        Brain. 2005; 128: 490-499
        • Antal A.
        • Terney D.
        • Kühnl S.
        • Paulus W.
        Anodal transcranial direct current stimulation of the motor cortex ameliorates chronic pain and reduces short intracortical inhibition.
        J Pain Symptom Manag. 2010; 39: 890-903
        • Abraham W.C.
        • Bear W.P.
        Metaplasticity: the plasticity of synaptic plasticity.
        Trends Neurosci. 1996; 19: 126-130
        • Yasuda R.
        • Sabatini B.L.
        • Svoboda K.
        Plasticity of calcium channels in dendritic spines.
        Nat Neurosci. 2003; 6: 948-955
        • Kilman V.
        • van Rossum M.C.
        • Turrigiano G.G.
        Activity deprivation reduces miniature IPSC amplitude by decreasing the number of postsynaptic GABA(A) receptors clustered at neocortical synapses.
        J Neurosci. 2002; 22: 1328-1337
        • Swanwick C.C.
        • Murthy N.R.
        • Kapur J.
        Activity-dependent scaling of GABAergic synapse strength is regulated by brain-derived neurotrophic factor.
        Molecul Cell Neurosci. 2006; 31: 481-492
        • Ziemann U.
        • et al.
        Journal of physiology. 1996;
        • Fricke
        J neurophysiology. 2010; https://doi.org/10.1152/jn.00608.2009
        • Liebetanz
        Pharmacological approach to the mechanisms of transcranial DC-stimulation-induced after-effects of human motor cortex excitability..
        Brain. 2002;
        • Mederios
        Neurobiological effects of transcranial direct current stimulation: a review..
        Front Psychiatry. 2012;
        • Ziemann
        Mechanisms of Deafferentation-Induced Plasticity in Human Motor Cortex.
        J of Neuroscience. 1998;
        • Kujirai
        • et al.
        Corticocortical inhibition in human motor cortex.
        J Physiology. 1993;