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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1119200</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Can visual cortex non-invasive brain stimulation improve normal visual function? A systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Bello</surname> <given-names>Umar M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/941340/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Jingying</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Park</surname> <given-names>Adela S. Y.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2168790/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tan</surname> <given-names>Ken W. S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Cheung</surname> <given-names>Blossom W. S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2133233/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Thompson</surname> <given-names>Benjamin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/92773/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cheong</surname> <given-names>Allen M. Y.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1252056/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Centre for Eye and Vision Research, Hong Kong Science Park</institution>, <addr-line>Hong Kong</addr-line>, <country>Hong Kong SAR, China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Physiotherapy and Paramedicine, School of Health and Life Sciences, Glasgow Caledonian University</institution>, <addr-line>Glasgow</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Optometry, The Hong Kong Polytechnic University</institution>, <addr-line>Kowloon</addr-line>, <country>Hong Kong SAR, China</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Optometry and Vision Science, University of Waterloo</institution>, <addr-line>Waterloo, ON</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Kevin Duffy, Dalhousie University, Canada</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Alexander Hunold, Technische Universit&#x00E4;t Ilmenau, Germany; Tzu-Yu Hsu, Taipei Medical University, Taiwan</p></fn>
<corresp id="c001">&#x002A;Correspondence: Allen M. Y. Cheong, <email>allen.my.cheong@polyu.edu.hk</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Visual Neuroscience, a section of the journal Frontiers in Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1119200</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Bello, Wang, Park, Tan, Cheung, Thompson and Cheong.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bello, Wang, Park, Tan, Cheung, Thompson and Cheong</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>Multiple studies have explored the use of visual cortex non-invasive brain stimulation (NIBS) to enhance visual function. These studies vary in sample size, outcome measures, and methodology. We conducted a systematic review and meta-analyses to assess the effects of NIBS on visual functions in human participants with normal vision.</p>
</sec>
<sec>
<title>Methods</title>
<p>We followed the PRISMA guidelines, and a review protocol was registered with PROSPERO before study commencement (CRD42021255882). We searched Embase, Medline, PsychInfo, PubMed, OpenGrey and Web of Science using relevant keywords. The search covered the period from 1st January 2000 until 1st September 2021. Comprehensive meta-analysis (CMA) software was used for quantitative analysis.</p>
</sec>
<sec>
<title>Results</title>
<p>Fifty studies were included in the systematic review. Only five studies utilized transcranial magnetic stimulation (TMS) and no TMS studies met our pre-specified criteria for meta-analysis. Nineteen transcranial electrical stimulation studies (tES, 38%) met the criteria for meta-analysis and were the focus of our review. Meta-analysis indicated acute effects (Hedges&#x2019;s g = 0.232, 95% CI: 0.023&#x2013;0.442, <italic>p</italic> = 0.029) and aftereffects (0.590, 95% CI: 0.182&#x2013;0.998, <italic>p</italic> = 0.005) of tES on contrast sensitivity. Visual evoked potential (VEP) amplitudes were significantly enhanced immediately after tES (0.383, 95% CI: 0.110&#x2013;0.665, <italic>p</italic> = 0.006). Both tES (0.563, 95% CI: 0.230&#x2013;0.896, <italic>p</italic> = 0.001) and anodal-transcranial direct current stimulation (a-tDCS) alone (0.655, 95% CI: 0.273&#x2013;1.038, <italic>p</italic> = 0.001) reduced crowding in peripheral vision. The effects of tES on visual acuity, motion perception and reaction time were not statistically significant.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>There are significant effects of visual cortex tES on contrast sensitivity, VEP amplitude, an index of cortical excitability, and crowding among normally sighted individuals. Additional studies are required to enable a comparable meta-analysis of TMS effects. Future studies with robust experimental designs are needed to extend these findings to populations with vision loss.</p>
</sec>
<sec>
<title>Clinical trial registration</title>
<p><ext-link ext-link-type="uri" xlink:href="http://ClinicalTrials.gov/">ClinicalTrials.gov/</ext-link>, identifier CRD42021255882.</p>
</sec>
</abstract>
<kwd-group>
<kwd>non-invasive brain stimulation</kwd>
<kwd>visual function</kwd>
<kwd>meta-analyses</kwd>
<kwd>transcranial direct current stimulation</kwd>
<kwd>transcranial electrical stimulation</kwd>
<kwd>contrast sensitivity</kwd>
<kwd>visual evoked potentials</kwd>
<kwd>crowding</kwd>
</kwd-group>
<contract-num rid="cn001">Research Impact Fund R5047-19</contract-num>
<contract-num rid="cn001">InnoHK</contract-num>
<contract-sponsor id="cn001">Hong Kong Government<named-content content-type="fundref-id">10.13039/501100017649</named-content></contract-sponsor>
<counts>
<fig-count count="11"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="87"/>
<page-count count="16"/>
<word-count count="9523"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1. Introduction</title>
<p>Non-invasive brain stimulation (NIBS) enables the modulation of neural activity in targeted, superficial areas of the human brain. There are two primary NIBS techniques: transcranial magnetic stimulation (TMS) and transcranial electrical stimulation (tES).</p>
<p>Transcranial magnetic stimulation utilizes electromagnetic induction to generate brief electric currents within the stimulated brain area and can be delivered as either single pulses or a string of repetitive pulses. Single pulses of TMS can generate action potentials that induce a motor or perceptual response. For example, TMS delivered to the primary motor cortex can cause peripheral muscle contraction (<xref ref-type="bibr" rid="B61">Pascualleone et al., 1994</xref>) and TMS of the primary visual cortex can induce a phosphene percept (<xref ref-type="bibr" rid="B15">Bohotin et al., 2003</xref>). Repetitive pulses of TMS (rTMS) can increase or decrease cortical excitability within the stimulated brain region and alter the regional concentration of neurotransmitters such as gamma-aminobutyric acid (GABA) and glutamate (<xref ref-type="bibr" rid="B50">Michael et al., 2003</xref>). The effect of rTMS on cortical excitability and local neurochemistry depends on the structure of the pulse train (<xref ref-type="bibr" rid="B33">Hallett, 2000</xref>). Commonly used pulse trains include 1 and 10 Hz stimulation frequencies as well as continuous and intermittent theta burst protocols (cTBS and iTBS) (<xref ref-type="bibr" rid="B41">Huang et al., 2005</xref>).</p>
<p>Transcranial electrical stimulation involves the delivery of an electrical current to the brain using head-mounted electrodes. tES stimulation protocols include transcranial direct current stimulation (tDCS), transcranial random noise stimulation (tRNS) and transcranial alternating current stimulation (tACS). tES does not induce action potentials but may alter membrane potentials [tDCS (<xref ref-type="bibr" rid="B56">Nitsche and Paulus, 2001</xref>; <xref ref-type="bibr" rid="B57">Nitsche et al., 2003</xref>), tRNS (<xref ref-type="bibr" rid="B77">Terney et al., 2008</xref>)], induce regional changes in neurotransmitter concentration [tDCS (<xref ref-type="bibr" rid="B76">Stagg et al., 2009</xref>; <xref ref-type="bibr" rid="B6">Bachtiar et al., 2015</xref>; <xref ref-type="bibr" rid="B42">Hunter et al., 2015</xref>)], alter cortical excitability [tDCS (<xref ref-type="bibr" rid="B55">Nitsche and Paulus, 2000</xref>, <xref ref-type="bibr" rid="B56">2001</xref>), tRNS (<xref ref-type="bibr" rid="B77">Terney et al., 2008</xref>; <xref ref-type="bibr" rid="B52">Moliadze et al., 2010</xref>)], entrain patterns of neural activity [tACS (<xref ref-type="bibr" rid="B12">Battleday et al., 2014</xref>)] and alter the signal to noise ratio within stimulated regions [tRNS, refer to Reed (<xref ref-type="bibr" rid="B67">Reed and Kadosh, 2018</xref>) for a review]. NIBS has been used in multiple research contexts including the study of fundamental neurological processes, cognition (<xref ref-type="bibr" rid="B39">Hoy et al., 2015</xref>; <xref ref-type="bibr" rid="B31">Grabner et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Guleken et al., 2020</xref>), and the development of new therapeutic interventions [e.g., depression (<xref ref-type="bibr" rid="B49">Martin et al., 2018</xref>; <xref ref-type="bibr" rid="B53">Moreno et al., 2020</xref>), neurorehabilitation (<xref ref-type="bibr" rid="B48">Liew et al., 2014</xref>)].</p>
<p>Visual brain areas are attractive targets for NIBS research because regions such as the primary visual cortex and motion sensitive extrastriate area [middle temporal (MT)] are close to the cortical surface and techniques such as visual psychophysics, electroencephalography, and magnetic resonance imaging are available to measure the effects of the stimulation on neural activity and perception (<xref ref-type="bibr" rid="B78">Thompson et al., 2009</xref>, <xref ref-type="bibr" rid="B79">2016</xref>; <xref ref-type="bibr" rid="B51">Miniussi et al., 2013</xref>). In addition, NIBS is emerging as a promising tool for vision rehabilitation (<xref ref-type="bibr" rid="B60">Pascual-Leone et al., 1998</xref>; <xref ref-type="bibr" rid="B80">Thompson et al., 2008</xref>). However, the literature on NIBS of visual brain areas is diverse with a wide range of different study designs, stimulation protocols, outcome measures and population samples. The aim of this structured review and meta-analysis was to assess whether visual cortex NIBS can enhance visual perception and/or modulate visual cortex activity (measured using visual evoked potentials). We did not include studies that used NIBS to induce &#x201C;virtual lesions&#x201D; or impair visual function to probe fundamental neurological processes. Our original plan was to review visual cortex NIBS studies involving either healthy or clinical populations [e.g., amblyopia (<xref ref-type="bibr" rid="B74">Spiegel et al., 2013</xref>; <xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>) or hemianopia (<xref ref-type="bibr" rid="B64">Plow et al., 2012</xref>; <xref ref-type="bibr" rid="B58">Olma et al., 2013</xref>)]. However, our literature search revealed that studies of clinical populations did not employ common study designs and were relatively few. We therefore limited our review to studies examining the effect of NIBS on vision enhancement in healthy participants with normal vision.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>2. Materials and methods</title>
<p>This systematic review conforms to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 (PRISMA-2020) guidelines (<xref ref-type="bibr" rid="B59">Page et al., 2021</xref>). We registered the review protocol with the International Prospective Register of Systematic Reviews (PROSPERO; Ref. No: CRD42021255882) in June 2021, prior to the initiation of the data extraction processes. We adopted the PICO (Participants, Intervention, Comparators and Outcome) format in generating the research question. The intervention was any form of NIBS (including tDCS, tACS, tRNS, and TMS), while the comparators included sham (placebo) NIBS. Outcomes of interest included psychophysical measures of contrast sensitivity, visual crowding, visual acuity, motion perception, visual evoked potentials (VEPs), and reaction time among others. The study conceptualization and development of the review protocol were undertaken by authors UMB, JYW, BT, and AMYC.</p>
<sec id="S2.SS1">
<title>2.1. Search strategy</title>
<p>A systematic search of PubMed, Embase, PsycINFO, Web of Science, Medline and OpenGrey databases was conducted from 1st January 2000 until 1st September 2021. The search terms were grouped under two themes, namely: &#x201C;Brain area,&#x201D; and &#x201C;NIBS.&#x201D; The electronic search involved combining terms under each theme using the Boolean operator &#x201C;OR.&#x201D; The search themes were then combined using the Boolean &#x201C;AND&#x201D; (see <xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref> for details of the search themes/terms). Citation management software (EndNote X9, Clarivate Analytics, Philadelphia, PA, USA) was used to organize the electronic search results and remove duplicates. Two of the authors (JYW and UMB) independently conducted the electronic search. Any discrepancies during the independent search process were resolved by consulting a third author (AMYC). A thorough manual search of the reference lists of the identified studies and a forward reference search (<italic>via</italic> Google scholar) were also conducted.</p>
</sec>
<sec id="S2.SS2">
<title>2.2. Study eligibility criteria</title>
<p>Studies were included if they: (i) assessed the effect of NIBS on enhancing visual functions among normally sighted individuals; (ii) included a sham stimulation control; (iii) were available in full text and (iv) written in English. We excluded studies that were: (i) conducted on individuals presenting with mental disorders, cognitive impairments, or visual impairments; (ii) used NIBS to disrupt or impair visual function, (iii) review protocols; (iv) systematic reviews; (v) conference abstracts and (vi) case studies.</p>
</sec>
<sec id="S2.SS3">
<title>2.3. Article screening</title>
<p>The identified studies <italic>via</italic> electronic search processes were sequentially screened at the title, abstract and full text phases by two of the authors (JYW and UMB). Any discrepancies identified by the two authors during the screening phases were resolved by discussion or consultation with the corresponding author (AMYC).</p>
</sec>
<sec id="S2.SS4">
<title>2.4. Data extraction</title>
<p>The primary data for this study quantified the effect of NIBS on enhancing visual functions. Other relevant data extracted included the study reference, year of publication, title of study, study design, NIBS method, brain area stimulated, and visual function(s) measured. Data extraction was undertaken independently by JYW and BWSC using an extraction tool designed in Microsoft Excel. Disagreements between the authors during the data extraction process were resolved by discussion or consultation with the other authors (BT and AMYC).</p>
</sec>
<sec id="S2.SS5">
<title>2.5. Data analysis</title>
<p>Meta-analyses were conducted using the Comprehensive Meta-Analysis (CMA) software version 3.0 (Biostat Inc., Englewood, NJ, USA). Outcomes of studies that utilized protocols from the same NIBS delivery technique (tES or TMS) and reported findings on the same visual function were pooled for meta-analyses. Therefore tDCS, tRNS, and tACS studies were pooled and rTMS and TBS studies were pooled. Similar studies with differing techniques for measuring a specific visual function could be pooled. Finally, studies with a common outcome measure were pooled. Examples include reaction time and VEP. Within each pooled group, we included all relevant studies and looked at <italic>acute</italic> (immediate, same day pre- vs. post-effects of NIBS), and <italic>after</italic> effects (same day, but at a designated time point after stimulation&#x2014;i.e., 10&#x2013;30 min post-stimulation). In the first instance, all related NIBS subtypes (tES or TMS) were combined for a general overview, and where there were enough studies, the stimulation protocol subtypes were analyzed separately. Studies numbering two and above that met the meta-analysis criteria were pooled in a meta-analysis, in-line with a previous recommendation (<xref ref-type="bibr" rid="B81">Valentine et al., 2010</xref>). Study authors were contacted via email to obtain any missing data for the included studies. Unless otherwise indicated, stimulation was applied to the occipital lobe/primary visual cortex (V1). Data presented graphically were extracted using the GetData Graph Digitizer 2.26.<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> Data reported as median and range were converted to mean and standard deviation (<xref ref-type="bibr" rid="B40">Hozo et al., 2005</xref>). We adopted the bias-adjusted, standardized mean difference (SMD; Hedges&#x2019;s g) to analyze the extracted data from the primary studies. The chi-square test (I<sup>2</sup> statistics) was used to determine the degree of variance across studies (<xref ref-type="bibr" rid="B38">Higgins et al., 2003</xref>), and a random-effects model was used for all the meta-analyses due to methodological heterogeneity among the studies. A <italic>p</italic>-value of &#x003C;0.05 indicated statistical significance.</p>
</sec>
<sec id="S2.SS6">
<title>2.6. Quality appraisals of the included studies</title>
<p>Two authors (ASYP, KWST) attempted to conduct quality ratings of the included studies using the Downs and Black quality rating tool (<xref ref-type="bibr" rid="B29">Downs and Black, 1998</xref>), which consisted of 27 items. Ratings were conducted independently prior to comparison. However, it was noted that 14 randomly selected studies, were all rated of &#x201C;poor&#x201D; quality, suggesting that perhaps this instrument might not have been the most appropriate for the types of intervention studies included in this meta-analysis.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>3. Results</title>
<sec id="S3.SS1">
<title>3.1. Characteristics of the included studies</title>
<p>In total, 5,266 studies were identified through the electronic database and manual searches, among which 50 met the review criteria after sequential screening of the title, abstract and the full text (<xref ref-type="bibr" rid="B44">Kraft et al., 2010</xref>; <xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref>; <xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>; <xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B82">van Koningsbruggen et al., 2016</xref>; <xref ref-type="bibr" rid="B11">Battaglini et al., 2017</xref>, <xref ref-type="bibr" rid="B8">2020a</xref>; <xref ref-type="bibr" rid="B13">Behrens et al., 2017</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>; <xref ref-type="bibr" rid="B22">Contemori et al., 2019</xref>; <xref ref-type="bibr" rid="B36">He et al., 2019</xref>; <xref ref-type="bibr" rid="B28">Dong et al., 2020</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>; <xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref>; <xref ref-type="bibr" rid="B85">Wu et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B47">Lau et al., 2021</xref>). Of these studies, 19 met the criteria for meta-analysis. <xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref> summarizes the reasons why the remaining 31 studies were not eligible for meta-analysis. Only five TMS studies were identified through the search process. Because these studies did not have common methodologies or outcomes measures, they did not meet our criteria for meta-analysis. Therefore, our meta-analysis was conducted only on tES studies.</p>
<p>The study flowchart detailing the search outcome and screening processes is presented in <xref ref-type="fig" rid="F1">Figure 1</xref>. Overall, the included studies recruited 674 participants. For the NIBS modalities adopted in the included studies, most studies utilized tDCS (<italic>n</italic> = 14, 73.7%), then tRNS (<italic>n</italic> = 3, 15.8%) and tACS (<italic>n</italic> = 1, 5.3%). Another study utilized tRNS with tDCS (<italic>n</italic> = 1, 5.3%). The visual functions examined among the studies were contrast sensitivity (<italic>n</italic> = 7, 36.8%), reaction time (<italic>n</italic> = 6, 31.6%), VEPs (<italic>n</italic> = 4, 21.1%), motion perception (<italic>n</italic> = 3, 15.8%), crowding (<italic>n</italic> = 3, 15.8%), and visual acuity (<italic>n</italic> = 2, 10.5%)<sup><xref ref-type="fn" rid="footnote2">2</xref></sup>. <xref ref-type="table" rid="T1">Table 1</xref> presents the study characteristics.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Study flowchart.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Characteristics of the included studies (<italic>n</italic> = 19).</p></caption>
<table cellspacing="0" cellpadding="0" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">S/<break/>No</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Study references</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Study design</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Outcome measures</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Age (years)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Sex (m:f)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>N</italic></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">NIBS</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Stimulation site</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Online/<break/>Offline</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Montage (target-ref/target)</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Neuro</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Duration (min)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Stimulation sessions (n)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Intensity (mA/<break/>MSO)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Size of electrode/Coil (cm2; target-reference)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Density (mA/<break/>cm2)</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Stimuli</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Side-effect</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref></td>
<td valign="top" align="left">Between subjects, sham controlled</td>
<td valign="top" align="left">Face perception, object perception (RT)</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">15:33</td>
<td valign="top" align="center">48</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">Occipito-temporal cortex</td>
<td valign="top" align="left">Online+<break/>offline</td>
<td valign="top" align="left">PO8-FP1</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">Online: 24.6<break/><break/> Sham: 24.6<break/><break/> Offline: 20</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">25&#x2013;25</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="left">Faces, objects</td>
<td valign="top" align="left">No side effect</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B11">Battaglini et al., 2017</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">Motion perception</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">15:15</td>
<td valign="top" align="center">30</td>
<td valign="top" align="left">atDCS, ctDCS</td>
<td valign="top" align="left">V5</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">Left V5/MT-Cz</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">5&#x002A;7&#x2013;5&#x002A;7</td>
<td valign="top" align="center">0.043</td>
<td valign="top" align="left">Moving dots</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B8">Battaglini et al., 2020a</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">CS</td>
<td valign="top" align="center">25 &#x00B1; 3.4</td>
<td valign="top" align="center">7:13</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">tRNS</td>
<td valign="top" align="left">V1</td>
<td valign="top" align="left">Online</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">/</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">7.2&#x002A;6&#x2013;11.5&#x002A;9.5</td>
<td valign="top" align="center">0.03&#x2013;0.01</td>
<td valign="top" align="left">Gabor patches</td>
<td valign="top" align="left">Mild skin sensation</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B13">Behrens et al., 2017</xref></td>
<td valign="top" align="left">Between-subjects, sham controlled</td>
<td valign="top" align="left">CS</td>
<td valign="top" align="center">24.5 &#x00B1; 3.5</td>
<td valign="top" align="center">12:12</td>
<td valign="top" align="center">24</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">V1</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">V1&#x2013;Cz</td>
<td valign="top" align="left">yes, MRI</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">/- 7&#x002A;5</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="left">Humphrey perimetry (central 10<sup>&#x00B0;</sup>)</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref></td>
<td valign="top" align="left">Between-subjects, sham controlled</td>
<td valign="top" align="left">VA (RT)</td>
<td valign="top" align="center">26.3</td>
<td valign="top" align="center">8:22</td>
<td valign="top" align="center">30</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Online</td>
<td valign="top" align="left">O1-FP2</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">5&#x002A;5&#x2013;7&#x002A;5</td>
<td valign="top" align="center">0.04&#x2013;0.03</td>
<td valign="top" align="left">A black square with a gap on either side</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B20">Chen et al., 2021</xref></td>
<td valign="top" align="left">Between subjects, sham controlled</td>
<td valign="top" align="left">Crowding</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">Exp 1: 23:22;<break/><break/> Exp 2: 21:24;<break/><break/> Exp 3: 16:12</td>
<td valign="top" align="center">118</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">P1/P2&#x2013;ipsilateral cheek</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">35&#x2013;35</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="left">Gratings, sloan letters</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B22">Contemori et al., 2019</xref></td>
<td valign="top" align="left">Between-subjects, sham controlled</td>
<td valign="top" align="left">Crowding</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">15:17</td>
<td valign="top" align="center">32</td>
<td valign="top" align="left">tRNS (100&#x2013;640 Hz)</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Online</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">16&#x2013;27</td>
<td valign="top" align="center">0.094</td>
<td valign="top" align="left">Single white letter, crowded white letters</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B27">Ding et al., 2016</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">CS, VEPs</td>
<td valign="top" align="center">23 &#x00B1; 2.3</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">27</td>
<td valign="top" align="left">atDCS, ctDCS</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Online +<break/>offline</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">4&#x002A;6&#x2013;5&#x002A;7</td>
<td valign="top" align="center">0.083&#x2013;0.057</td>
<td valign="top" align="left">Gabor patches, pattern-reversal checkerboards</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B28">Dong et al., 2020</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">EEG</td>
<td valign="top" align="center">18&#x2013;26</td>
<td valign="top" align="center">10:5</td>
<td valign="top" align="center">15</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">35&#x2013;35</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="left">White cross fixation</td>
<td valign="top" align="left">No side effect</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref></td>
<td valign="top" align="left">Between-subjects, sham controlled and between-subjects, non-sham controlled</td>
<td valign="top" align="left">Orientation discrimination (RT)</td>
<td valign="top" align="center">21.7 &#x00B1; 2.5</td>
<td valign="top" align="center">42:42</td>
<td valign="top" align="center">84</td>
<td valign="top" align="left">lf-tRNS (0.1&#x2013;100 Hz),<break/><break/> hf-tRNS (100&#x2013;640 Hz),<break/><break/> atDCS; ctDCS</td>
<td valign="top" align="left">V1</td>
<td valign="top" align="left">Online</td>
<td valign="top" align="left">Oz&#x2013;right arm</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">16&#x2013;60</td>
<td valign="top" align="center">0.025&#x2013;0.06</td>
<td valign="top" align="left">Tilted black lines</td>
<td valign="top" align="left">tDCS-induced sensations were perceived stronger</td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B36">He et al., 2019</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">CS</td>
<td valign="top" align="center">23.4 &#x00B1; 1.9</td>
<td valign="top" align="center">16:11</td>
<td valign="top" align="center">27</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5&#x002A;5&#x2013;5&#x002A;5</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="left">Gratings</td>
<td valign="top" align="left">No side effect</td>
</tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B44">Kraft et al., 2010</xref></td>
<td valign="top" align="left">Within subjects, sham controlled</td>
<td valign="top" align="left">CS</td>
<td valign="top" align="center">25.9 &#x00B1;<break/>1.83</td>
<td valign="top" align="center">5:7</td>
<td valign="top" align="center">12</td>
<td valign="top" align="left">atDCS, ctDCS</td>
<td valign="top" align="left">Occipital cortex</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">O1/O2&#x2013;Cz</td>
<td valign="top" align="left">Yes, MRI</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">5&#x002A;5&#x2013;7&#x002A;10</td>
<td valign="top" align="center">0.04&#x2013;0.014</td>
<td valign="top" align="left">Humphrey perimetry</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B47">Lau et al., 2021</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">VEPs</td>
<td valign="top" align="center">28.7</td>
<td valign="top" align="center">6:14</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">atDCS, ctDCS</td>
<td valign="top" align="left">V1</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5&#x002A;7&#x2013;5&#x002A;7</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="left">Pattern-reversal checkerboard</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref></td>
<td valign="top" align="left">Exp 1: single arm<break/><break/> Exp 2 and 3: within-subjects, sham-controlled</td>
<td valign="top" align="left">CS, EEG, VEPs</td>
<td valign="top" align="center">26.8 &#x00B1; 7.8</td>
<td valign="top" align="center">Exp 1: 6:7<break/><break/> Exp 2: 10:7<break/><break/> Exp 3: 7:8</td>
<td valign="top" align="center">Exp 1: 13<break/><break/> Exp 2: 17<break/><break/> 03:<break/>00<break/><break/> Exp 3: 15</td>
<td valign="top" align="left">tACS (10, 20 Hz)</td>
<td valign="top" align="left">V1</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">Exp 1: 2<break/><break/> Exp 2 and 3: 3</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">3.5&#x002A;3.5&#x2013;7&#x002A;5</td>
<td valign="top" align="center">0.08&#x2013;0.03</td>
<td valign="top" align="left">Pattern-reversal checkerboard, reversing black and white fields, Gabor patches</td>
<td valign="top" align="left">Itching, flickering</td>
</tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref></td>
<td valign="top" align="left">Within-subjects, sham controlled</td>
<td valign="top" align="left">Crowding</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">13</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">V1</td>
<td valign="top" align="left">Online</td>
<td valign="top" align="left">Oz&#x2013;Cz</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">5&#x002A;5&#x2013;5&#x002A;5</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="left">Gabor patches with flankers</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref></td>
<td valign="top" align="left">Exp 1: single arm<break/><break/> Exp 2&#x2013;5: within subjects, sham controlled</td>
<td valign="top" align="left">Motion perception, VA, VEPs (RT)</td>
<td valign="top" align="center">Exp 1: 22.0 &#x00B1; 0.9<break/><break/> Exp 2: 25.3 &#x00B1;<break/>1.3<break/><break/> Exp 3: 23.1 &#x00B1;<break/>1.2;<break/><break/> Exp 4: 22.4 &#x00B1;<break/>1.3;<break/><break/> Exp 5: 20.4 &#x00B1;<break/>1.8</td>
<td valign="top" align="center">Exp 1: 9:11<break/><break/> Exp 2: 13:7<break/><break/> Exp 3: 7:13<break/><break/> Exp 4: 10:10<break/><break/> Exp 5: 14:6</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">atDCS, ctDCS</td>
<td valign="top" align="left">Occipito-<break/>parietal cortex</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">Exp 1: P1/P2-left/right cheek (ipsilateral)<break/><break/> Exp 2: left/right cheek (ipsilateral)-P1/P2<break/><break/> Exp 3: C3/C4-left/right cheek (ipsilateral)<break/><break/> Exp 4&#x2013;5: P1/P2-left/right cheek (ipsilateral)</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">Exp 1: 3<break/><break/> Exp 2&#x2013;5: 2</td>
<td valign="top" align="center">Exp 1: 1/1.5/2<break/><break/> Exp 2&#x2013;5: sham/2</td>
<td valign="top" align="center">19.25&#x2013;52</td>
<td valign="top" align="center">0.1&#x2013;0.038</td>
<td valign="top" align="left">Vernier stimulus, snellen letters, gratings</td>
<td valign="top" align="left">Tingling, itching</td>
</tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B82">van Koningsbruggen et al., 2016</xref></td>
<td valign="top" align="left">Between subjects, sham controlled</td>
<td valign="top" align="left">Attentional capture (RT)</td>
<td valign="top" align="center">23.8 &#x00B1; 3.6</td>
<td valign="top" align="center">20:40</td>
<td valign="top" align="center">60</td>
<td valign="top" align="left">tRNS (100&#x2013;640 Hz)</td>
<td valign="top" align="left">Lateral occipital cortex</td>
<td valign="top" align="left">Online</td>
<td valign="top" align="left">PO7&#x2013;PO8</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">5&#x002A;7&#x2013;5&#x002A;7</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="left">Black lines in empty coloured circles</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B85">Wu et al., 2020</xref></td>
<td valign="top" align="left">Between subjects, sham controlled</td>
<td valign="top" align="left">Motion perception</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">28:0</td>
<td valign="top" align="center">28</td>
<td valign="top" align="left">atDCS</td>
<td valign="top" align="left">V5</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">V5-Cz</td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">5&#x002A;7&#x2013;5&#x002A;7</td>
<td valign="top" align="center">0.043</td>
<td valign="top" align="left">Moving white dots</td>
<td valign="top" align="left">/</td>
</tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B87">Zito et al., 2015</xref></td>
<td valign="top" align="left">within-subjects, sham controlled</td>
<td valign="top" align="left">motion perception (RT), shape perception</td>
<td valign="top" align="center">30.5 &#x00B1; 5.1</td>
<td valign="top" align="center">11:10</td>
<td valign="top" align="center">21</td>
<td valign="top" align="left">aHD-tDCS, cHD-tDCS</td>
<td valign="top" align="left">V5</td>
<td valign="top" align="left">Offline</td>
<td valign="top" align="left">P4, OZ, TP8, and PO10-PO8</td>
<td valign="top" align="left">Yes, EEG</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
<td valign="top" align="left">Moving dots, ellipses</td>
<td valign="top" align="left">No effect</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><xref ref-type="bibr" rid="B27">Ding et al. (2016)</xref> included participants with amblyopia and healthy controlled (but only healthy controlled were considered in this meta-analysis); N, sample size.</p></fn>
<fn><p>Outcome measures: CS, contrast sensitivity; RT, reaction time; VA, visual acuity; VEPs, visual evoked potentials.</p></fn>
<fn><p>Types of stimulation:</p></fn>
<fn><p>(1) tES, transcranial electrical stimulation; atDCS, anode transcranial direct current stimulation; ctDCS, cathode transcranial direct current stimulation; aHD-tDCS, anodal high-definition transcranial direct current stimulation; cHD-tDCS, cathode high-definition transcranial direct stimulation; tACS, transcranial alternating current stimulation; tRNS, transcranial random noise stimulation; lf-tRNS, low-frequency transcranial random noise stimulation; hf-tRNS, high-frequency transcranial random noise stimulation. (2) TMS, transcranial magnetic stimulation; rTMS repetitive transcranial magnetic stimulation; cTBS, continuous theta burst stimulation.</p></fn>
<fn><p>Application of neuro-navigation (neuro): EEG, electroencephalogram; MRI, magnetic resonance imaging.</p></fn>
<fn><p>Site of stimulation: Cz, central zero; FP, frontal pole; MT, middle temporal visual area; Oz, occipital zero; PO, posterior occipital; TP, temporal pole; V1, primary visual cortex.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS2">
<title>3.2. Quantitative analysis of whether NIBS can enhance visual function</title>
<sec id="S3.SS2.SSS1">
<title>3.2.1. Contrast sensitivity</title>
<sec id="S3.SS2.SSS1.Px1">
<title>3.2.1.1. Acute effect of tES (a-tDCS, tRNS, and tACS) on contrast sensitivity</title>
<p>Included studies measured the same-day effects of a single NIBS session on contrast sensitvity. The pooled analysis involved six studies, among which four utilized a-tDCS (<xref ref-type="bibr" rid="B44">Kraft et al., 2010</xref>; <xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Behrens et al., 2017</xref>; <xref ref-type="bibr" rid="B36">He et al., 2019</xref>), one adopted tACS (<xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>) and one utilized tRNS (<xref ref-type="bibr" rid="B8">Battaglini et al., 2020a</xref>). In studies that measured multiple outcomes, only the contrast sensitivity results were included (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>). Contrast sensitivity was measured using perimetry (<xref ref-type="bibr" rid="B44">Kraft et al., 2010</xref>; <xref ref-type="bibr" rid="B13">Behrens et al., 2017</xref>), a 10 cycles per degree (cpd) Gabor patch (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>), or stimuli presented at a range of spatial frequencies (<xref ref-type="bibr" rid="B36">He et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Battaglini et al., 2020a</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>). If the study measured contrast sensitivity at more than one spatial frequency, the results for the highest spatial frequency was chosen, because the most challenging condition was expected to show the greatest NIBS-induced enhancement. Spatial frequencies selected included 9 cpd (<xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>), 10 cpd (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>), and both 7 cpd and 12 cpd for the study by <xref ref-type="bibr" rid="B8">Battaglini et al. (2020a)</xref> because the authors explicitly hypothesized that sensitivity for both higher spatial frequencies would be enhanced by the tRNS. For studies that measured contrast sensitivity at more than one retinal eccentricity, the measures for central vision were selected for meta-analysis to provide consistency across studies. <xref ref-type="bibr" rid="B54">Nakazono et al. (2020)</xref> compared alpha and beta tACS to a sham condition. Both stimulation frequencies were included in the meta-analysis. Similarly, <xref ref-type="bibr" rid="B8">Battaglini et al. (2020a)</xref> used vertical and 45<sup>&#x00B0;</sup> oriented Gabors for their contrast detection tasks. Both orientations were included in the meta-analysis. We pooled the effect of active stimulation against sham conditions for the analysis (<xref ref-type="fig" rid="F2">Figure 2</xref>). The result indicated a statistically significant acute effect of tES stimulation (Hedges&#x2019;s g = 0.232, 95% CI: 0.023&#x2013;0.442, <italic>p</italic> = 0.029) on contrast sensitivity in normally sighted participants.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Acute effect of transcranial electrical stimulation (tES) [anodal-transcranial direct current stimulation (a-tDCS), transcranial random noise stimulation (tRNS), and transcranial alternating current stimulation (tACS)] on contrast sensitivity. Meta-analyses for Nakazono (2020) were separated for data on 9.0 cpd alpha (acute) and 9.0 cpd beta (acute), represented as Nakazono (2020) (i) and Nakazono (2020) (ii) Meta analyses for Battaglini (2020a) were separated for data using contrast stimuli of 45<sup>&#x00B0;</sup> and vertical, represented as Battaglini (2020a) (i) and Battaglini (2020a) (ii).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS2.SSS1.Px2">
<title>3.2.1.2. Acute effect of anodal tDCS (a-tDCS) on contrast sensitivity</title>
<p>A single session acute effect of a-tDCS on contrast sensitivity is illustrated in <xref ref-type="fig" rid="F3">Figure 3</xref>. Of those studies included in section 1.1, the a-tDCs studies were pooled for the analysis (<xref ref-type="bibr" rid="B44">Kraft et al., 2010</xref>; <xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Behrens et al., 2017</xref>; <xref ref-type="bibr" rid="B36">He et al., 2019</xref>). There was a trend favoring an effect of a-tDCS stimulation on contrast sensitivity as per the main analysis, but this failed to reach statistical significance (Hedges&#x2019;s g = 0.262, 95% CI: &#x2212;0.101 to 0.625, <italic>p</italic> = 0.158).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Acute effect of anodal-transcranial direct current stimulation (a-tDCS) on contrast sensitivity.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS2.SSS1.Px3">
<title>3.2.1.3. Aftereffect of tES (a-tDCS and tACS) on contrast sensitivity</title>
<p><xref ref-type="bibr" rid="B54">Nakazono et al. (2020)</xref> and <xref ref-type="bibr" rid="B27">Ding et al. (2016)</xref> reported aftereffects of tES on contrast sensitivity measured 10- and 30 min post-stimulation, respectively (<xref ref-type="fig" rid="F4">Figure 4</xref>). A meta-analysis revealed a statistically significant aftereffect of tES stimulation on contrast sensitivity (Hedges&#x2019;s g = 0.590, 95% CI: 0.182&#x2013;0.998, <italic>p</italic> = 0.005).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Aftereffect of transcranial electrical stimulation (tES) [anodal-transcranial direct current stimulation (a-tDCS) and transcranial alternating current stimulation (tACS)] on contrast sensitivity. Meta-analyses for Nakazono (2020) were separated for data on 9.0 cpd beta (at 10 min post) and 9.0 cpd alpha (at 10 min post), represented as Nakazono (2020) (iii) and Nakazono (2020) (iv).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS2.SSS2">
<title>3.2.2. Visual evoked potentials (VEPs)</title>
<sec id="S3.SS2.SSS2.Px1">
<title>3.2.2.1. Acute effect of tES (a-tDCS and tACS) on VEP amplitude</title>
<p>Four studies were pooled for analysis to assess the acute effect of tES on VEP amplitude, three utilized a-tDCS (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Dong et al., 2020</xref>; <xref ref-type="bibr" rid="B47">Lau et al., 2021</xref>) and one adopted tACS (<xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>). In studies that measured the acute effects of NIBS on different visual functions (e.g., contrast sensitivity and VEPs), the results from the VEP measure were taken (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>). Different components of VEPs were estimated in the studies, including amplitude of P100-N75 (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>), amplitude of the alpha activity over the parieto-occipital area (<xref ref-type="bibr" rid="B28">Dong et al., 2020</xref>), and N1 and P1 amplitudes (<xref ref-type="bibr" rid="B47">Lau et al., 2021</xref>) (both included in the analysis). Similarly, where alpha and beta tACS were utilized in a study (<xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>), the effect of each stimulation condition against a sham effect was extracted for the analysis. We pooled the effect of active stimulation against sham conditions for the analysis (<xref ref-type="fig" rid="F5">Figure 5</xref>). The result indicated a statistically significant increase in VEP amplitude immediately after tES at visual cortex (Hedges&#x2019;s g = 0.383, 95% CI: 0.110&#x2013;0.655, <italic>p</italic> = 0.006).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Acute effect of transcranial electrical stimulation (tES) [anodal-transcranial direct current stimulation (a-tDCS) and transcranial alternating current stimulation (tACS)] on visual evoked potentials (VEPs). Nakazono (2020), combined effect of alpha and beta tACS; Lau (2021), combined effect of N1 and P1 amplitudes.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS2.SSS3">
<title>3.2.3. Crowding</title>
<sec id="S3.SS2.SSS3.Px1">
<title>3.2.3.1. Acute effect of tES (a-tDCS and tRNS) on crowding</title>
<p>Three studies were pooled for analysis to assess the acute effect of tES on crowding, two utilized a-tDCS (<xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Chen et al., 2021</xref>), and one adopted tRNS (<xref ref-type="bibr" rid="B22">Contemori et al., 2019</xref>). In the study with multiple experiments involving different groups of participants (<xref ref-type="bibr" rid="B20">Chen et al., 2021</xref>), data from each experiment were pooled separately in the analysis. The results for NIBS applied to the hemisphere contralateral to the presented stimuli against a sham condition were pooled in the analysis (<xref ref-type="bibr" rid="B20">Chen et al., 2021</xref>). The earliest effect of a-tDCS on crowding (5 min post-stimulation) reported by <xref ref-type="bibr" rid="B66">Raveendran et al. (2020)</xref> was pooled for analysis. The analysis (<xref ref-type="fig" rid="F6">Figure 6</xref>) indicated a statistically significant effect of tES on crowding (Hedges&#x2019;s g = 0.563, 95% CI: 0.230&#x2013;0.896, <italic>p</italic> = 0.001).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Acute effect of transcranial electrical stimulation (tES) [anodal-transcranial direct current stimulation (a-tDCS) and transcranial random noise stimulation (tRNS)] on crowding. Chen (2021) (each line represents the outcome of experiments 1&#x2013;3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g006.tif"/>
</fig>
</sec>
<sec id="S3.SS2.SSS3.Px2">
<title>3.2.3.2. Acute effect of a-tDCS on crowding</title>
<p>To assess the acute effect of a-tDCS on crowding (independent of tRNS), data from the two studies that used a-tDCS (<xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Chen et al., 2021</xref>) were pooled for analysis. The result (<xref ref-type="fig" rid="F7">Figure 7</xref>) indicated a statistically significant effect of a-tDCS on crowding (Hedges&#x2019;s g = 0.655, 95% CI: 0.273&#x2013;1.038, <italic>p</italic> = 0.001).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Acute effect of anodal-transcranial direct current stimulation (a-tDCS) on crowding. Chen (2021) (each line represents the outcome of experiments 1&#x2013;3).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS2.SSS4">
<title>3.2.4. Visual acuity</title>
<sec id="S3.SS2.SSS4.Px1">
<title>3.2.4.1. Acute effect of a-tDCS on visual acuity</title>
<p>To assess the acute effect of a-tDCS on visual acuity, two studies (<xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>) were pooled for analysis. In a study that measured the acute effects of a-tDCS on different visual functions (visual acuity, contrast sensitivity and VEPs), the results from the visual acuity measure were taken (<xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>). The pooled effect for the active stimulation condition in each study was compared to sham conditions (<xref ref-type="fig" rid="F8">Figure 8</xref>). The result indicated a statistically non-significant effect of a-tDCS on visual acuity (Hedges&#x2019;s g = 0.408, 95% CI: &#x2212;0.056 to 0.872, <italic>p</italic> = 0.085).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Acute effect of anodal-transcranial direct current stimulation (a-tDCS) on visual acuity.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS2.SSS5">
<title>3.2.5. Motion perception</title>
<sec id="S3.SS2.SSS5.Px1">
<title>3.2.5.1. Acute effect of a-tDCS on motion perception</title>
<p>The pooled analysis to assess the acute effect of a-tDCS on motion perception involved three studies (<xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>; <xref ref-type="bibr" rid="B11">Battaglini et al., 2017</xref>; <xref ref-type="bibr" rid="B85">Wu et al., 2020</xref>). All studies stimulated extrastriate cortical area V5 (MT). In the study that measured the acute effects of a-tDCS on different visual functions (motion and shape perception), the results from the motion perception measure were taken (<xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>). The pooled effect for each of the study were compared against sham control conditions (<xref ref-type="fig" rid="F9">Figure 9</xref>). The result indicated a statistically non-significant effect of a-tDCS on motion perception (Hedges&#x2019;s g = 0.802, 95% CI: &#x2212;0.458 to 2.063, <italic>p</italic> = 0.212).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption><p>Acute effect of anodal-transcranial direct current stimulation (a-tDCS) on motion perception.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS2.SSS6">
<title>3.2.6. Reaction time</title>
<sec id="S3.SS2.SSS6.Px1">
<title>3.2.6.1. Acute effect of tES (tRNS and a-tDCS) on reaction time</title>
<p>Reaction time was analysed as a proxy of vision-related cognitive processing. Six studies were pooled for the analysis to assess the acute effect of tES on reaction time, five utilized a-tDCS (<xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>; <xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>; <xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>) and two adopted tRNS (<xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref>; <xref ref-type="bibr" rid="B82">van Koningsbruggen et al., 2016</xref>). In studies that measured the acute effects of NIBS on different visual functions (e.g., face/object/motion perception, visual acuity, VEPs, contrast sensitivity, attentional capture and reaction time), the results from the reaction time measure were taken (<xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref>; <xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>; <xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>; <xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B82">van Koningsbruggen et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>). When a study reported the effect of multiple NIBS protocols on same group of participants (for example tRNS and a-tDCS) (<xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref>), both effects were pooled in the tES meta-analysis (<xref ref-type="fig" rid="F10">Figure 10</xref>), respectively. Similarly, in a study with dual experimental/stimulation conditions (face and object recognition) (<xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>), the effects of both conditions on the reaction time were combined and pooled in the analysis. Outcome of the analysis illustrated a statistically non-significant effect of tES on reaction time (vision-related cognitive processing) (Hedges&#x2019;s g = 1.001, 95% CI: &#x2212;0.405 to 2.406, <italic>p</italic> = 0.163).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption><p>Acute effect of transcranial electrical stimulation (tES) [anodal-transcranial direct current stimulation (a-tDCS) and transcranial random noise stimulation (tRNS)] on reaction time. Barbieri (2016) (included data for combined effect of a-tDCS face and object tasks); Meta-analysis for Fertonani (2011) were separated for data on a-tDCS and tRNS, represented as Fertonani (2011) (i) and Fertonani (2011) (ii).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g010.tif"/>
</fig>
</sec>
<sec id="S3.SS2.SSS6.Px2">
<title>3.2.6.2. Acute effect of a-tDCS on reaction time</title>
<p>To assess the acute effect of a-tDCS on reaction time, data from the five studies that used a-tDCS in the sub-section 6.1 (<xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref>; <xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>; <xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>; <xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>) were pooled. The result (<xref ref-type="fig" rid="F11">Figure 11</xref>) indicated a statistically non-significant effect of a-tDCS on reaction time (Hedges&#x2019;s g = &#x2212;0.241, 95% CI: &#x2212;1.474 to 0.991, <italic>p</italic> = 0.701).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption><p>Acute effect of anodal-transcranial direct current stimulation (a-tDCS) on reaction time. Barbieri (2016), combined effect of a-tDCS face and object tasks; Fertonani (2011) (i), effect of a-tDCS.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1119200-g011.tif"/>
</fig>
</sec>
</sec>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>4. Discussion</title>
<p>To recapitulate, the aim of this structured review and meta-analysis was to assess whether visual cortex NIBS could enhance visual function and/or modulate visual cortex activity. Both tES and TMS have been used as rehabilitation tools to enhance a variety of neural functions including cognition (<xref ref-type="bibr" rid="B35">Hara et al., 2021</xref>) and motor control (<xref ref-type="bibr" rid="B48">Liew et al., 2014</xref>). Unexpectedly, our literature review identified only five studies that investigated the use of TMS to enhance a specific visual function. Because these five studies used different stimulation protocols and/or different outcome measures, they could not be meta-analyzed (see <xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref> for details). Although TMS has been widely used in vision research, it appears to have been used primarily to explore the function of targeted cortical areas or neural networks rather than a tool to enhance specific visual functions. However, it is clear that TMS does exert an effect on brain areas involved in visual processing and the five studies identified by our review reported improvements or alterations in the targeted visual function post stimulation. These effects were associated with changes in cortical excitability, neurotransmitter concentrations and signal to noise within the stimulated area. Furthermore, studies involving clinical populations have reported improvements in a variety of visual functions following visual cortex TMS (<xref ref-type="bibr" rid="B80">Thompson et al., 2008</xref>; <xref ref-type="bibr" rid="B21">Clavagnier et al., 2013</xref>). Therefore, it is likely that TMS will play a larger role in vison enhancement studies as the field continues to grow.</p>
<p>For the reasons described above, our meta-analysis involved only tES studies. Studies exploring the use of tES to enhance normal vision have employed a diverse range of experimental designs with time scales that range from the acute effects of a single tES session to multi-session studies that combine tES with perceptual learning. This diversity resulted in limited opportunities for meta-analyses. However, by pooling across different tES stimulation protocols and differing methodologies for assessing a common outcome measure, we were able to assess the effects of a single tES session vs. sham stimulation on contrast sensitivity, VEP amplitude, visual crowding, visual acuity, motion perception, and reaction time.</p>
<p>Both contrast sensitivity (<xref ref-type="bibr" rid="B44">Kraft et al., 2010</xref>; <xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Behrens et al., 2017</xref>; <xref ref-type="bibr" rid="B36">He et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Battaglini et al., 2020a</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>) and visual crowding (<xref ref-type="bibr" rid="B22">Contemori et al., 2019</xref>; <xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Chen et al., 2021</xref>) were significantly enhanced by visual cortex tES relative to sham within our meta-analyses, and were examined at different timescales relative to stimulation. Results from our meta-analyses showed beneficial acute effects of tES in enhancing contrast sensitivity (<xref ref-type="fig" rid="F2">Figure 2</xref>) and reduced crowding (<xref ref-type="fig" rid="F6">Figure 6</xref>). The sub-analysis of studies that only employed a-tDCS revealed improvements in crowding following stimulation (<xref ref-type="fig" rid="F7">Figure 7</xref>), but not for contrast sensitivity (<xref ref-type="fig" rid="F3">Figure 3</xref>). Our meta-analyses looking at later time points (i.e., aftereffects) could only be performed for contrast sensitivity as there was only one study investigating the effect of NIBS on crowding. We observed that tES was effective in modulating contrast sensitivity at a fixed time point after stimulation (<xref ref-type="fig" rid="F4">Figure 4</xref>), indicating that the effects of stimulation on improving contrast sensitivity persisted beyond the stimulation period. Despite only one study measuring the aftereffects of a-tDCS on crowding (<xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref>) (in this case lateral-inhibition, a low-level mechanism that may contribute to crowding), the study reported a larger effect at 30 min vs. 5 min after stimulation, which is in line with the time-scale of the effects observed in the contrast sensitivity meta-analysis.</p>
<p>From a mechanistic perspective, the meta-analysis of changes in VEP amplitude (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Dong et al., 2020</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>; <xref ref-type="bibr" rid="B47">Lau et al., 2021</xref>) following visual cortex tES vs. sham revealed enhanced cortical excitability (i.e., larger VEP amplitudes) following tES (<xref ref-type="fig" rid="F5">Figure 5</xref>). Increased cortical excitability may enhance neural sensitivity to contrast and weaken lateral inhibition mechanisms that contribute to crowding. The connection between tES and increased cortical excitability may be mediated by the relative concentration of the inhibitory neurotransmitter GABA and the excitatory neurotransmitter glutamate within the stimulated area. Reduced GABA concentration within motor cortex following a-tDCS has been reported by multiple studies (<xref ref-type="bibr" rid="B75">Stagg et al., 2011</xref>; <xref ref-type="bibr" rid="B5">Bachtiar et al., 2018</xref>) and it is possible that tES may have a similar effect when applied to the visual cortex. Within this framework, the delayed effects of tES on contrast sensitivity (<xref ref-type="bibr" rid="B27">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B54">Nakazono et al., 2020</xref>) [and perhaps crowding (<xref ref-type="bibr" rid="B66">Raveendran et al., 2020</xref>)] could reflect a gradual change in GABA concentration that continues for a period after the stimulation session. However, the time course of tES effects on GABA concentration remains unclear and it is also unknown whether the effects of tES on GABA concentration are the same for the motor and visual cortices. It is worth noting that indirect evidence exists suggesting that visual cortex tES does not influence GABA (<xref ref-type="bibr" rid="B1">Abuleil et al., 2021</xref>). Therefore, while the effects of visual cortex tES on contrast sensitivity, crowding, and VEP amplitude are supported by our meta-analyses, the underlying mechanisms require investigation.</p>
<p>Meta-analyses revealed no evidence for the effectiveness of tES on visual acuity, motion perception or reaction time. The visual acuity and motion perception meta-analyses included the fewest individual experiments [two for visual acuity (<xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>) and three for motion perception (<xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>; <xref ref-type="bibr" rid="B11">Battaglini et al., 2017</xref>; <xref ref-type="bibr" rid="B85">Wu et al., 2020</xref>)] with considerable variations in the visual stimuli used to measure the outcomes. The small sample combined with significant protocol differences may have limited our power to detect an effect. It is possible that measures of visual acuity and motion perception differ from contrast sensitivity and crowding in their response to tES. For motion perception, it is also possible that area MT responds to tES in a way that is distinct from that of the primary visual cortex. However, additional studies are required to fully address these questions.</p>
<p>The reaction time meta-analysis included seven experiments and revealed high variability across studies with two reporting longer reaction times following tES (<xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Bonder et al., 2018</xref>), three reporting no effect (<xref ref-type="bibr" rid="B30">Fertonani et al., 2011</xref>; <xref ref-type="bibr" rid="B87">Zito et al., 2015</xref>) and two reporting shorter reaction times (<xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>; <xref ref-type="bibr" rid="B82">van Koningsbruggen et al., 2016</xref>); one with a moderate effect size (<xref ref-type="bibr" rid="B68">Reinhart et al., 2016</xref>) and the other with a Hedge&#x2019;s G greater than five (<xref ref-type="bibr" rid="B82">van Koningsbruggen et al., 2016</xref>). Reaction times can be affected by multiple variables including attention, task complexity, participant instructions, and speed accuracy trade-off. The studies included in the reaction time meta-analysis differed considerably in the types of visual stimuli and tasks employed and therefore it is perhaps not surprising that tES of cortical regions responsible for early, low-level visual processing did not produce consistent effects across studies.</p>
<p>Our search criteria included studies involving low and high level visual functions, however, the studies eligible for meta-analysis all focused on relatively low-level visual functions. This may be because the identified studies tended to target the primary visual cortex and therefore selected outcomes measures targeting early-stages of visual processing. However, studies not included in the meta-analysis did report NIBSs effects on face perception (<xref ref-type="bibr" rid="B7">Barbieri et al., 2016</xref>), visuo-motor coordination (<xref ref-type="bibr" rid="B3">Antal et al., 2004b</xref>,<xref ref-type="bibr" rid="B4">c</xref>), and attention (<xref ref-type="bibr" rid="B45">Laczo et al., 2012</xref>). Higher level processed such as attentive search, multisensory integration and sensory decision making are potential targets for studies exploring the potential beneficial effects of NIBS on higher level sensory function and perception.</p>
<p>The diverse nature of the NIBS and vision literature forced us to pool across different tES protocols, visual stimuli, and experimental designs in our meta-analyses. Therefore, our results should be interpreted with caution. In particular, a non-significant meta-analysis may reflect important variations in experimental parameters rather than no effect of the stimulation itself. The tES studies included in this review varied in terms of the stimulation devices employed and specific stimulation parameters. Unfortunately, this variation combined with the different outcome measures used across studies prevented us from conducting analyses to identify optimal visual cortex stimulation protocols. However, <xref ref-type="table" rid="T1">Table 1</xref> does provide details of device-independent parameters such as electrode size and properties of the stimulating current to enable future analyses when a pool of more uniform studies becomes available. In addition, our inclusion of multiple independent experiments from a single publication may have amplified study-specific sources of bias. As the literature on NIBS and vision continues to develop, future meta-analyses may be able to adopt more stringent analyses criteria.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>5. Conclusion</title>
<p>Our review revealed that most vision enhancement studies involving healthy populations have employed tES rather than TMS. Meta-analyses provided evidence for the effectiveness of visual cortex tES compared to sham stimulation on modulating contrast sensitivity and crowding. These effects were accompanied by evidence for a significant increase in visual cortex excitability indexed by VEP amplitude following tES. Despite the diversity of study designs in the current tES and vision literature, the results of this review indicate that tES can enhance at least some visual functions and strengthen the foundation for the application of tES in studies of vision rehabilitation. The TMS studies identified by this review also suggest that the use of TMS to enhance visual function warrants further investigation.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>UMB: accessing and verifying the data, conceptualization, articles&#x2019; electronic search, articles screening, meta-analysis, and draft of manuscript. JYW: accessing and verifying the data, articles screening, conceptualization, and draft of manuscript. ASYP: conceptualization, quality rating, and draft of manuscript. KWST: quality rating and draft of manuscript. BWSC: accessing and verifying the data, and data extraction. BT and AMYC: conceptualization, draft of manuscript, and project supervision. All authors had full access to the data in the study and had final responsibility for the decision to submit for publication.</p>
</sec>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by Hong Kong Research Grants Council (Research Impact Fund R5047-19 and General Research Fund 15602821) and Government of the Hong Kong Special Administrative Region &#x0026; InnoHK.</p>
</sec>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2023.1119200/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnins.2023.1119200/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="http://getdata-graph-digitizer.com/">http://getdata-graph-digitizer.com/</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p>Note that some studies included more than one visual functions. Hence, the sum of the total percentage exceeds 100%.</p></fn>
</fn-group>
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