The Effects of Transcranial Direct Current Stimulation (tDCS) on Working Memory Training in Healthy Young Adults

Working memory (WM) is a fundamental cognitive ability to support complex thought, but it is limited in capacity. WM training has shown the potential benefit for those in need of a higher WM ability. Many studies have shown the potential of transcranial direct current stimulation (tDCS) to transiently enhance WM performance by delivering a low current to the brain cortex of interest, via electrodes on the scalp. tDCS has also been revealed as a promising intervention to augment WM training in a few studies. However, those few tDCS-paired WM training studies, focused more on the effect of tDCS on WM enhancement and its transferability after training and paid less attention to the variation of cognitive performance during the training procedure. The current study attempted to explore the effect of tDCS on the variation of performance, during WM training, in healthy young adults. All the participants received WM training with the load-adaptive verbal N-back task, for 5 days. During the training procedure, active/sham anodal high-definition tDCS (HD-tDCS) was used to stimulate the left dorsolateral prefrontal cortex (DLPFC). To examine the training effect, pre- and post-tests were performed, respectively, 1 day before and after the training sessions. At the beginning of each training session, stable-load WM tasks were performed, to examine the performance variation during training. Compared to the sham stimulation, higher learning rates of performance metrics during the training procedure were found when WM training was combined with active anodal HD-tDCS. The performance improvements (post–pre) of the active group, were also found to be higher than those of the sham group and were transferred to a similar untrained WM task. Further analysis revealed a negative relationship between the training improvements and the baseline performance. These findings show the potential that tDCS may be leveraged as an intervention to facilitate WM training, for those in need of a higher WM ability.

[1]  T. Lemos,et al.  Effects of Acute Transcranial Direct Current Stimulation on Gait Kinematics of Individuals With Parkinson Disease , 2018, Topics in Geriatric Rehabilitation.

[2]  Niels Birbaumer,et al.  Cumulative benefits of frontal transcranial direct current stimulation on visuospatial working memory training and skill learning in rats , 2011, Neurobiology of Learning and Memory.

[3]  A. Brunoni,et al.  Working memory improvement with non-invasive brain stimulation of the dorsolateral prefrontal cortex: A systematic review and meta-analysis , 2014, Brain and Cognition.

[4]  O. Carter,et al.  Quantitative Review Finds No Evidence of Cognitive Effects in Healthy Populations From Single-session Transcranial Direct Current Stimulation (tDCS) , 2015, Brain Stimulation.

[5]  C. Loo,et al.  Safety of repeated sessions of transcranial direct current stimulation: A systematic review , 2017, Brain Stimulation.

[6]  Ingrid R. Olson,et al.  Transcranial Direct Current Stimulation Enhances Verbal Working Memory Training Performance over Time and Near Transfer Outcomes , 2014, Journal of Cognitive Neuroscience.

[7]  D. Reato,et al.  Gyri-precise head model of transcranial direct current stimulation: Improved spatial focality using a ring electrode versus conventional rectangular pad , 2009, Brain Stimulation.

[8]  C. Plewnia,et al.  Augmentation of working memory training by transcranial direct current stimulation (tDCS) , 2017, Scientific Reports.

[9]  M. Bikson,et al.  Spatial and polarity precision of concentric high-definition transcranial direct current stimulation (HD-tDCS) , 2016, Physics in medicine and biology.

[10]  Joel S. Warm,et al.  Enhancing vigilance in operators with prefrontal cortex transcranial direct current stimulation (tDCS) , 2014, NeuroImage.

[11]  Adam Gazzaley,et al.  Delayed enhancement of multitasking performance: Effects of anodal transcranial direct current stimulation on the prefrontal cortex , 2015, Cortex.

[12]  Susanne M. Jaeggi,et al.  Enhancing Working Memory Training with Transcranial Direct Current Stimulation , 2016, Journal of Cognitive Neuroscience.

[13]  T. Ilić,et al.  Transcranial direct current stimulation , 2008, Clinical Neurophysiology.

[14]  R. Parasuraman,et al.  Simultaneous tDCS-fMRI Identifies Resting State Networks Correlated with Visual Search Enhancement , 2016, Front. Hum. Neurosci..

[15]  Neil A. Macmillan,et al.  Detection Theory: A User's Guide , 1991 .

[16]  Raja Parasuraman,et al.  Wearable functional near infrared spectroscopy (fNIRS) and transcranial direct current stimulation (tDCS): expanding vistas for neurocognitive augmentation , 2015, Front. Syst. Neurosci..

[17]  Daniel Coppard,et al.  Quantitative Review , 2020, Encyclopedia of Personality and Individual Differences.

[18]  Nelson Cowan,et al.  Working Memory Capacity , 2005 .

[19]  J. Stephens,et al.  Longitudinal Neurostimulation in Older Adults Improves Working Memory , 2015, PloS one.

[20]  Yoshikazu Ugawa,et al.  Adverse events of tDCS and tACS: A review , 2016, Clinical neurophysiology practice.

[21]  A. Carvalho,et al.  Effects of acute transcranial direct current stimulation in hot and cold working memory tasks in healthy and depressed subjects , 2015, Neuroscience Letters.

[22]  Laura E. Matzen,et al.  Enhanced working memory performance via transcranial direct current stimulation: The possibility of near and far transfer , 2016, Neuropsychologia.

[23]  M. Nitsche,et al.  Safety of Transcranial Direct Current Stimulation: Evidence Based Update 2016 , 2016, Brain Stimulation.

[24]  Y. Kim,et al.  Long-term effects of transcranial direct current stimulation combined with computer-assisted cognitive training in healthy older adults , 2014, Neuroreport.

[25]  Praveen K. Pilly,et al.  Transcranial Direct Current Stimulation Facilitates Associative Learning and Alters Functional Connectivity in the Primate Brain , 2017, Current Biology.

[26]  Akimasa Hirata,et al.  Electric fields of motor and frontal tDCS in a standard brain space: A computer simulation study , 2016, NeuroImage.

[27]  Paul B. Fitzgerald,et al.  Effects of prefrontal bipolar and high-definition transcranial direct current stimulation on cortical reactivity and working memory in healthy adults , 2017, NeuroImage.

[28]  Bilal Khan,et al.  Functional near-infrared spectroscopy maps cortical plasticity underlying altered motor performance induced by transcranial direct current stimulation , 2013, Journal of biomedical optics.

[29]  Raja Parasuraman,et al.  Battery powered thought: Enhancement of attention, learning, and memory in healthy adults using transcranial direct current stimulation , 2014, NeuroImage.

[30]  F. Fregni,et al.  Cognitive effects of transcranial direct current stimulation combined with working memory training in fibromyalgia: a randomized clinical trial , 2018, Scientific Reports.

[31]  Todd W. Thompson,et al.  Enhancing cognition using transcranial electrical stimulation , 2015, Current Opinion in Behavioral Sciences.

[32]  Y. Benjamini,et al.  THE CONTROL OF THE FALSE DISCOVERY RATE IN MULTIPLE TESTING UNDER DEPENDENCY , 2001 .

[33]  Brian A. Coffman,et al.  Transcranial Direct Current Stimulation Modulates Neuronal Activity and Learning in Pilot Training , 2016, Front. Hum. Neurosci..

[34]  Paul B. Fitzgerald,et al.  Effects of Anodal Transcranial Direct Current Stimulation on Working Memory: A Systematic Review and Meta-Analysis of Findings From Healthy and Neuropsychiatric Populations , 2016, Brain Stimulation.

[35]  J. Stephens,et al.  Older Adults Improve on Everyday Tasks after Working Memory Training and Neurostimulation , 2016, Brain Stimulation.

[36]  Susanne M. Jaeggi,et al.  Individual Differences and Long-term Consequences of tDCS-augmented Cognitive Training , 2017, Journal of Cognitive Neuroscience.

[37]  Marian E. Berryhill,et al.  Task demands, tDCS intensity, and the COMT val158met polymorphism impact tDCS-linked working memory training gains , 2017, Scientific Reports.

[38]  P. Fitzgerald,et al.  TMS-EEG: A window into the neurophysiological effects of transcranial electrical stimulation in non-motor brain regions , 2016, Neuroscience & Biobehavioral Reviews.

[39]  Heleen A. Slagter,et al.  Boosting Cognition: Effects of Multiple-Session Transcranial Direct Current Stimulation on Working Memory , 2017, Journal of Cognitive Neuroscience.

[40]  Sergio P. Rigonatti,et al.  Anodal transcranial direct current stimulation of prefrontal cortex enhances working memory , 2005, Experimental Brain Research.

[41]  Leif D. Nelson,et al.  p-Curve and Effect Size , 2014, Perspectives on psychological science : a journal of the Association for Psychological Science.

[42]  Jonathan W. Peirce,et al.  PsychoPy—Psychophysics software in Python , 2007, Journal of Neuroscience Methods.

[43]  Frank Padberg,et al.  Imaging transcranial direct current stimulation (tDCS) of the prefrontal cortex—correlation or causality in stimulation-mediated effects? , 2016, Neuroscience & Biobehavioral Reviews.

[44]  Kara J. Blacker,et al.  Frontoparietal neurostimulation modulates working memory training benefits and oscillatory synchronization , 2017, Brain Research.

[45]  Hartwig R. Siebner,et al.  Combining non-invasive transcranial brain stimulation with neuroimaging and electrophysiology: Current approaches and future perspectives , 2016, NeuroImage.

[46]  Jason B. Mattingley,et al.  Improved multitasking following prefrontal tDCS , 2013, Cortex.

[47]  Axel Thielscher,et al.  On the importance of electrode parameters for shaping electric field patterns generated by tDCS , 2015, NeuroImage.

[48]  Mitsuhiro Hayashibe,et al.  NIRS-EEG joint imaging during transcranial direct current stimulation: Online parameter estimation with an autoregressive model , 2016, Journal of Neuroscience Methods.

[49]  P. Enticott,et al.  Improving working memory: the effect of combining cognitive activity and anodal transcranial direct current stimulation to the left dorsolateral prefrontal cortex , 2011, Brain Stimulation.

[50]  Roy H. Hamilton,et al.  Does Transcranial Direct Current Stimulation Improve Healthy Working Memory?: A Meta-analytic Review , 2016, Journal of Cognitive Neuroscience.

[51]  Carlo Miniussi,et al.  What do you feel if I apply transcranial electric stimulation? Safety, sensations and secondary induced effects , 2015, Clinical Neurophysiology.

[52]  Chuck Goodyear,et al.  The Effects of Transcranial Direct Current Stimulation (tDCS) on Multitasking Throughput Capacity , 2016, Front. Hum. Neurosci..

[53]  Adam Kirton,et al.  Transcranial Direct‐Current Stimulation Can Enhance Motor Learning in Children , 2016, Cerebral cortex.

[54]  Abhishek Datta,et al.  Physiological and modeling evidence for focal transcranial electrical brain stimulation in humans: A basis for high-definition tDCS , 2013, NeuroImage.

[55]  L. Cohen,et al.  Non-invasive brain stimulation: a new strategy to improve neurorehabilitation after stroke? , 2006, The Lancet Neurology.

[56]  M. Berryhill,et al.  Working memory capacity differentially influences responses to tDCS and HD-tDCS in a retro-cue task , 2016, Neuroscience Letters.

[57]  E. Fetz,et al.  Cortical network mechanisms of anodal and cathodal transcranial direct current stimulation in awake primates , 2019, bioRxiv.

[58]  Jared Medina,et al.  No evidential value in samples of transcranial direct current stimulation (tDCS) studies of cognition and working memory in healthy populations , 2017, Cortex.