Effects of single versus dual-site High-Definition transcranial direct current stimulation (HD-tDCS) on cortical reactivity and working memory performance in healthy subjects
Tóm tắt
Từ khóa
Tài liệu tham khảo
Santarnecchi, 2015, Enhancing cognition using transcranial electrical stimulation, Current Opinion in Behavioral Sciences, 4, 171, 10.1016/j.cobeha.2015.06.003
Shin, 2015, Transcranial direct current stimulation (tDCS) - application in neuropsychology, Neuropsychologia, 69, 154, 10.1016/j.neuropsychologia.2015.02.002
Jaeggi, 2008, Improving fluid intelligence with training on working memory, Proc Natl Acad Sci U S A, 105, 6829, 10.1073/pnas.0801268105
Daneman, 1996, Working memory and language comprehension: a meta-analysis, Psychonomic Bull Rev, 3, 422, 10.3758/BF03214546
McCabe, 2010, The relationship between working memory capacity and executive functioning: evidence for a common executive attention construct, Neuropsychology, 24, 222, 10.1037/a0017619
Rose, 2006, Pattern of impaired working memory during major depression, J Affect Disord, 90, 149, 10.1016/j.jad.2005.11.003
Kehagia, 2010, Neuropsychological and clinical heterogeneity of cognitive impairment and dementia in patients with Parkinson's disease, Lancet Neurol, 9, 1200, 10.1016/S1474-4422(10)70212-X
Perlstein, 2001, Relation of prefrontal cortex dysfunction to working memory and symptoms in schizophrenia, Am J Psychiatr, 158, 1105, 10.1176/appi.ajp.158.7.1105
Hill, 2016, Effects of anodal transcranial direct current stimulation on working memory: a systematic review and meta-analysis of findings from healthy and neuropsychiatric populations, Brain Stimul, 9, 197, 10.1016/j.brs.2015.10.006
Brunoni, 2014, Working memory improvement with non-invasive brain stimulation of the dorsolateral prefrontal cortex: a systematic review and meta-analysis, Brain Cognit, 86C, 1, 10.1016/j.bandc.2014.01.008
Mancuso, 2016, Does transcranial direct current stimulation improve healthy working Memory?: a meta-analytic review, J Cognit Neurosci, 8, 1063, 10.1162/jocn_a_00956
Schlosser, 2006, Assessing the working memory network: studies with functional magnetic resonance imaging and structural equation modeling, Neuroscience, 139, 91, 10.1016/j.neuroscience.2005.06.037
Eriksson, 2015, Neurocognitive architecture of working memory, Neuron, 88, 33, 10.1016/j.neuron.2015.09.020
Rottschy, 2012, Modelling neural correlates of working memory: a coordinate-based meta-analysis, Neuroimage, 60, 830, 10.1016/j.neuroimage.2011.11.050
Honey, 2002, Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data, Neuroimage, 17, 573, 10.1006/nimg.2002.1193
D'Esposito, 1998, Functional MRI studies of spatial and nonspatial working memory, Cognit Brain Res, 7, 1, 10.1016/S0926-6410(98)00004-4
Wager, 2003, Neuroimaging studies of working memory: a meta-analysis, Cognit Affect Behav Neurosci, 3, 255, 10.3758/CABN.3.4.255
Cabeza, 2000, Imaging cognition II: an empirical review of 275 PET and fMRI studies, J Cognit Neurosci, 12, 1, 10.1162/08989290051137585
Smith, 1997, Working memory: a view from neuroimaging, Cognit Psychol, 33, 5, 10.1006/cogp.1997.0658
Vaseghi, 2015, The effects of anodal-tDCS on corticospinal excitability enhancement and its after-effects: conventional vs. unihemispheric concurrent dual-site stimulation, Front Hum Neurosci, 9
Fischer, 2017, Multifocal tDCS targeting the resting state motor network increases cortical excitability beyond traditional tDCS targeting unilateral motor cortex, Neuroimage, 34, 10.1016/j.neuroimage.2017.05.060
Ruffini, 2014, Optimization of multifocal transcranial current stimulation for weighted cortical pattern targeting from realistic modeling of electric fields, Neuroimage, 89, 216, 10.1016/j.neuroimage.2013.12.002
Kerwin, 2017, Test-retest reliability of transcranial magnetic stimulation EEG evoked potentials, Brain Stimul, 11, 536, 10.1016/j.brs.2017.12.010
Chung, 2015, Measuring brain stimulation induced changes in cortical properties using TMS-EEG, Brain Stimul, 8, 1010, 10.1016/j.brs.2015.07.029
Bonato, 2006, Transcranial magnetic stimulation and cortical evoked potentials: a TMS/EEG co-registration study, Clin Neurophysiol, 117, 1699, 10.1016/j.clinph.2006.05.006
Howard, 2003, Gamma oscillations correlate with working memory load in humans, Cerebr Cortex, 13, 1369, 10.1093/cercor/bhg084
Klimesch, 1999, EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis, Brain Res Brain Res Rev, 29, 169, 10.1016/S0165-0173(98)00056-3
Lisman, 2010, Working memory: the importance of theta and gamma oscillations, Curr Biol, 20
Pellicciari, 2013, Excitability modulation of the motor system induced by transcranial direct current stimulation: a multimodal approach, Neuroimage, 83, 569, 10.1016/j.neuroimage.2013.06.076
Romero Lauro, 2014, TDCS increases cortical excitability: direct evidence from TMS-EEG, Cortex, 58, 99, 10.1016/j.cortex.2014.05.003
Hill, 2017, Effects of prefrontal bipolar and high-definition transcranial direct current stimulation on cortical reactivity and working memory in healthy adults, Neuroimage, 152, 142, 10.1016/j.neuroimage.2017.03.001
Pisoni, 2017, Cognitive enhancement induced by anodal tDCS drives circuit-specific cortical plasticity, Cerebr Cortex, 1
Lundqvist, 2016, Gamma and beta bursts underlie working memory, Neuron, 90, 152, 10.1016/j.neuron.2016.02.028
Griesmayr, 2010, Human frontal midline theta and its synchronization to gamma during a verbal delayed match to sample task, Neurobiol Learn Mem, 93, 208, 10.1016/j.nlm.2009.09.013
Sauseng, 2010, Control mechanisms in working memory: a possible function of EEG theta oscillations, Neurosci Biobehav Rev, 34, 1015, 10.1016/j.neubiorev.2009.12.006
Jokisch, 2007, Modulation of gamma and alpha activity during a working memory task engaging the dorsal or ventral stream, J Neurosci, 27, 3244, 10.1523/JNEUROSCI.5399-06.2007
Jensen, 2002, Oscillations in the alpha band (9–12 Hz) increase with memory load during retention in a short-term memory task, Cerebr Cortex, 12, 877, 10.1093/cercor/12.8.877
Miller, 2015, Anodal transcranial direct current stimulation (tDCS) increases frontal-midline theta activity in the human EEG: a preliminary investigation of non-invasive stimulation, Neurosci Lett, 588, 114, 10.1016/j.neulet.2015.01.014
Reinhart, 2015, Synchronizing theta oscillations with direct-current stimulation strengthens adaptive control in the human brain, Proc Natl Acad Sci U S A, 112, 9448, 10.1073/pnas.1504196112
Hoy, 2015, The effect of transcranial Direct Current Stimulation on gamma activity and working memory in schizophrenia, Psychiatr Res, 228, 191, 10.1016/j.psychres.2015.04.032
Boonstra, 2016, Change in mean frequency of resting-state electroencephalography after transcranial direct current stimulation, Front Hum Neurosci, 10, 1, 10.3389/fnhum.2016.00270
Zaehle, 2011, Transcranial direct current stimulation of the prefrontal cortex modulates working memory performance: combined behavioural and electrophysiological evidence, BMC Neurosci, 12, 1, 10.1186/1471-2202-12-2
Sheehan, 1998, The Mini-International Neuropsychiatric Interview (M.I.N.I): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10, J Clin Psychiatr, 59, 22
Oldfield, 1971, The assessment and analysis of handedness: the Edinburgh inventory, Neuropsychologia, 9, 97, 10.1016/0028-3932(71)90067-4
Wechsler, 2001
Windhoff, 2013, Electric field calculations in brain stimulation based on finite elements: an optimized processing pipeline for the generation and usage of accurate individual head models, Hum Brain Mapp, 34, 923, 10.1002/hbm.21479
Geuzaine, 2009, Gmsh: a 3-D finite element mesh generator with built-in pre- and post-processing facilities, Int J Numer Meth Eng, 79, 1309, 10.1002/nme.2579
Chung, S.W., et al., The effect of single and repeated prefrontal intermittent theta burst stimulation on cortical reactivity and working memory. Brain Stimul, 11 (3) (In Press) 566-574.
ter Braack, 2015, Masking the auditory evoked potential in TMS-EEG: a comparison of various methods, Brain Topogr, 28, 520, 10.1007/s10548-013-0312-z
Hyvärinen, 2000, Independent component analysis: algorithms and applications, Neural Network, 13, 411, 10.1016/S0893-6080(00)00026-5
Rogasch, 2017, Analysing concurrent transcranial magnetic stimulation and electroencephalographic data: a review and introduction to the open-source TESA software, Neuroimage, 147, 934, 10.1016/j.neuroimage.2016.10.031
Tadel, 2011, Brainstorm: a user-friendly application for MEG/EEG analysis, Comput Intell Neurosci, 2011, 879716, 10.1155/2011/879716
Cohen, 2017, Rigor and replication in time-frequency analyses of cognitive electrophysiology data, Int J Psychophysiol, 11, 80, 10.1016/j.ijpsycho.2016.02.001
Chung, 2017, Demonstration of short-term plasticity in the dorsolateral prefrontal cortex with theta burst stimulation: a TMS-EEG study, Clin Neurophysiol, 128, 1117, 10.1016/j.clinph.2017.04.005
Rogasch, 2015, Cortical inhibition of distinct mechanisms in the dorsolateral prefrontal cortex is related to working memory performance: a TMS-EEG study, Cortex, 64, 68, 10.1016/j.cortex.2014.10.003
Chung, 2017, Impact of different intensities of intermittent theta burst stimulation on the cortical properties during TMS-EEG and working memory performance, Hum Brain Mapp, 39, 783, 10.1002/hbm.23882
Gulbinaite, 2014, Fronto-parietal network oscillations reveal relationship between working memory capacity and cognitive control, Front Hum Neurosci, 8, 1, 10.3389/fnhum.2014.00761
Cohen, 2014, Time-frequency power and baseline normalizations
Owen, 2005, N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies, Hum Brain Mapp, 25, 46, 10.1002/hbm.20131
Hoy, 2015, Enhancement of working memory and task-related oscillatory activity following intermittent theta burst stimulation in healthy controls, Cerebr Cortex, 1
Haatveit, 2010, The validity of d prime as a working memory index: results from the “Bergen n-back task”, J Clin Exp Neuropsychol, 32, 871, 10.1080/13803391003596421
Wechsler, 2008
Corsi, 1972, 34
Mueller, 2014, The psychology experiment building language (PEBL) and PEBL test battery, J Neurosci Meth, 222, 250, 10.1016/j.jneumeth.2013.10.024
Oostenveld, 2011, FieldTrip: open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data, Comput Intell Neurosci, 2011, 156869, 10.1155/2011/156869
Maris, 2007, Nonparametric statistical testing of EEG- and MEG-data, J Neurosci Meth, 164, 177, 10.1016/j.jneumeth.2007.03.024
Hoaglin, 1987, Fine-tuning some resistant rules for outlier labeling, J Am Stat Assoc, 82, 1147, 10.1080/01621459.1987.10478551
Dixon, 1980, Efficient analysis of experimental observations, Annu Rev Pharmacol Toxicol, 20, 441, 10.1146/annurev.pa.20.040180.002301
Tabachnick, 2007
Cash, 2016, Characterisation of glutamatergic and GABAA mediated neurotransmission in motor and dorsolateral prefrontal cortex using paired-pulse TMS-EEG, Neuropsychopharmacology, 42, 502, 10.1038/npp.2016.133
Noda, 2017, Characterization of the influence of age on GABAA and glutamatergic mediated functions in the dorsolateral prefrontal cortex using paired-pulse TMS-EEG, Aging (N Y), 9, 556
Farzan, 2013, The EEG correlates of the TMS-induced EMG silent period in humans, Neuroimage, 83, 120, 10.1016/j.neuroimage.2013.06.059
Rogasch, 2013, Mechanisms underlying long-interval cortical inhibition in the human motor cortex: a TMS-EEG study, J Neurophysiol, 109, 89, 10.1152/jn.00762.2012
Premoli, 2014, Characterization of GABAB-receptor mediated neurotransmission in the human cortex by paired-pulse TMS-EEG, Neuroimage, 103, 152, 10.1016/j.neuroimage.2014.09.028
Bachtiar, 2015, Modulation of GABA and resting state functional connectivity by transcranial direct current stimulation, Elife, 4, e08789, 10.7554/eLife.08789
Mancini, 2016, Assessing cortical synchronization during transcranial direct current stimulation: a graph-theoretical analysis, Neuroimage, 140, 57, 10.1016/j.neuroimage.2016.06.003
Shafi, 2012, Exploration and modulation of brain network interactions with noninvasive brain stimulation in combination with neuroimaging, Eur J Neurosci, 35, 805, 10.1111/j.1460-9568.2012.08035.x
Kuo, 2013, Comparing cortical plasticity induced by conventional and high-definition 4 x 1 ring tDCS: a neurophysiological study, Brain Stimul, 6, 644, 10.1016/j.brs.2012.09.010
Jensen, 2007, Human gamma-frequency oscillations associated with attention and memory, Trends Neurosci, 30, 317, 10.1016/j.tins.2007.05.001
Sauseng, 2005, Fronto-parietal EEG coherence in theta and upper alpha reflect central executive functions of working memory, Int J Psychophysiol, 57, 97, 10.1016/j.ijpsycho.2005.03.018
Jensen, 2002, Frontal theta activity in humans increases with memory load in a working memory task, Eur J Neurosci, 15, 1395, 10.1046/j.1460-9568.2002.01975.x
Gevins, 1998, Monitoring working memory load during computer-based tasks with EEG pattern recognition methods, Hum Factors, 40, 79, 10.1518/001872098779480578
McEvoy, 2001, Neurophysiological signals of working memory in normal aging, Brain Res Cogn Brain Res, 11, 363, 10.1016/S0926-6410(01)00009-X
Gevins, 1997, High-resolution EEG mapping of cortical activation related to working memory: effects of task difficulty, type of processing, and practice, Cerebr Cortex, 7, 374, 10.1093/cercor/7.4.374
Roux, 2012, Gamma-band activity in human prefrontal cortex codes for the number of relevant items maintained in working memory, J Neurosci, 32, 12411, 10.1523/JNEUROSCI.0421-12.2012
Tallon-Baudry, 1998, Induced γ-band activity during the delay of a visual short-term memory task in humans, J Neurosci, 18, 4244, 10.1523/JNEUROSCI.18-11-04244.1998
Fries, 2009, Neuronal gamma-band synchronization as a fundamental process in cortical computation, Annu Rev Neurosci, 32, 209, 10.1146/annurev.neuro.051508.135603
Herrmann, 2004, Cognitive functions of gamma-band activity: memory match and utilization, Trends Cognit Sci, 8, 347, 10.1016/j.tics.2004.06.006
Fries, 2001, Modulation of oscillatory neuronal synchronization by selective visual attention, Science, 291, 1560, 10.1126/science.1055465
Gruber, 1999, Selective visual-spatial attention alters induced gamma band responses in the human EEG, Clin Neurophysiol, 110, 2074, 10.1016/S1388-2457(99)00176-5
Kreiter, 1996, Stimulus-dependent synchronization of neuronal responses in the visual cortex of the awake macaque monkey, J Neurosci, 16, 2381, 10.1523/JNEUROSCI.16-07-02381.1996
Cooper, 2003, Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses, Int J Psychophysiol, 47, 65, 10.1016/S0167-8760(02)00107-1
Tuladhar, 2007, Parieto-occipital sources account for the increase in alpha activity with working memory load, Hum Brain Mapp, 28, 785, 10.1002/hbm.20306
Hoy, 2013, Testing the limits: investigating the effect of tDCS dose on working memory enhancement in healthy controls, Neuropsychologia, 51, 1777, 10.1016/j.neuropsychologia.2013.05.018
Nikolin, S., et al., Effects of TDCS dosage on working memory in healthy participants. Brain Stimul, 11 (3) (In Press) 518-527.
Antonenko, 2017, Tdcs-induced modulation of GABA levels and resting-state functional connectivity in older adults, J Neurosci, 37, 4065, 10.1523/JNEUROSCI.0079-17.2017
Lakatos, 2004, Attention and arousal related modulation of spontaneous gamma-activity in the auditory cortex of the cat, Brain Res Cogn Brain Res, 19, 1, 10.1016/j.cogbrainres.2003.10.023
Paus, 1997, Time-related changes in neural systems underlying attention and arousal during the performance of an auditory vigilance task, J Cognit Neurosci, 9, 392, 10.1162/jocn.1997.9.3.392
Nitsche, 2000, Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation, J Physiol, 527, 633, 10.1111/j.1469-7793.2000.t01-1-00633.x
Garnett, 2015, Validating a sham condition for use in high definition transcranial direct current stimulation, Brain Stimul, 8, 551, 10.1016/j.brs.2015.01.399
Peterchev, 2012, Fundamentals of transcranial electric and magnetic stimulation dose: definition, selection, and reporting practices, Brain Stimul, 5, 435, 10.1016/j.brs.2011.10.001
Bikson, 2008, Transcranial direct current stimulation for major depression: a general system for quantifying transcranial electrotherapy dosage, Curr Treat Options Neurol, 10, 377, 10.1007/s11940-008-0040-y
Jamil, 2017, Systematic evaluation of the impact of stimulation intensity on neuroplastic after-effects induced by transcranial direct current stimulation, J Physiol, 595, 1273, 10.1113/JP272738
Batsikadze, 2013, Partially non-linear stimulation intensity-dependent effects of direct current stimulation on motor cortex excitability in humans, J Physiol, 591, 1987, 10.1113/jphysiol.2012.249730
Kidgell, 2013, Different current intensities of anodal transcranial direct current stimulation do not differentially modulate motor cortex plasticity, Neural Plast, 2013, 603502, 10.1155/2013/603502
Bastani, 2013, Differential modulation of corticospinal excitability by different current densities of anodal transcranial direct current stimulation, PLoS One, 8, e72254, 10.1371/journal.pone.0072254
Monte-Silva, 2013, Induction of late LTP-like plasticity in the human motor cortex by repeated non-invasive brain stimulation, Brain Stimul, 6, 424, 10.1016/j.brs.2012.04.011
Arciniega, 2018, Frontoparietal tDCS benefits visual working memory in older adults with low working memory capacity, Front Aging Neurosci, 10
Fujiyama, 2014, Delayed plastic responses to anodal tDCS in older adults, Front Aging Neurosci, 6, 115, 10.3389/fnagi.2014.00115
Berryhill, 2012, tDCS selectively improves working memory in older adults with more education, Neurosci Lett, 521, 148, 10.1016/j.neulet.2012.05.074
Russell, 2017, Sex and electrode configuration in transcranial electrical stimulation, Front Psychiatr, 8
Meiron, 2013, Unilateral prefrontal direct current stimulation effects are modulated by working memory load and gender, Brain Stimul, 6, 440, 10.1016/j.brs.2012.05.014
Ridding, 2010, Determinants of the induction of cortical plasticity by non-invasive brain stimulation in healthy subjects, J Physiol, 588, 2291, 10.1113/jphysiol.2010.190314
Brunoni, 2013, Impact of 5-HTTLPR and BDNF polymorphisms on response to sertraline versus transcranial direct current stimulation: implications for the serotonergic system, Eur Neuropsychopharmacol, 23, 1530, 10.1016/j.euroneuro.2013.03.009
Chaieb, 2008, Gender-specific modulation of short-term neuroplasticity in the visual cortex induced by transcranial direct current stimulation, Vis Neurosci, 25, 77, 10.1017/S0952523808080097
Teo, 2011, Investigating the role of current strength in tDCS modulation of working memory performance in healthy controls, Front Psychiatr, 2, 45, 10.3389/fpsyt.2011.00045
Mulquiney, 2011, Improving working memory: exploring the effect of transcranial random noise stimulation and transcranial direct current stimulation on the dorsolateral prefrontal cortex, Clin Neurophysiol, 122, 2384, 10.1016/j.clinph.2011.05.009
Fregni, 2005, Anodal transcranial direct current stimulation of prefrontal cortex enhances working memory, Exp Brain Res, 166, 23, 10.1007/s00221-005-2334-6
Gill, 2014, It's the thought that counts: examining the task-dependent effects of transcranial direct current stimulation on executive function, Brain Stimul, 8, 253, 10.1016/j.brs.2014.10.018
Andrews, 2011, Improving working memory: the effect of combining cognitive activity and anodal transcranial direct current stimulation to the left dorsolateral prefrontal cortex, Brain Stimul, 4, 84, 10.1016/j.brs.2010.06.004
Keeser, 2011, Prefrontal direct current stimulation modulates resting EEG and event-related potentials in healthy subjects: a standardized low resolution tomography (sLORETA) study, Neuroimage, 55, 644, 10.1016/j.neuroimage.2010.12.004
Ohn, 2008, Time-dependent effect of transcranial direct current stimulation on the enhancement of working memory, Neuroreport, 19, 43, 10.1097/WNR.0b013e3282f2adfd