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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">aside-im</journal-id>
      <journal-title-group>
        <journal-title>ASIDE Internal Medicine</journal-title>
      </journal-title-group>
      <issn pub-type="ppub">3065-9671</issn>
      <issn pub-type="epub">3065-968X</issn>
      <publisher>
        <publisher-name>American Society for Inclusion, Diversity, and Equity in Healthcare</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.71079/ASIDE.IM.042526637</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Adjunctive Remotely Supervised tDCS in Multiple Sclerosis: A GRADE-Assessed Meta-Analysis of Sham-Controlled Trials on Cognitive, Fatigue, Mobility, and Quality-of-Life Outcomes</article-title>
      </title-group>
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          <name>
            <surname>Abdelsalam</surname>
            <given-names>Omar Khaled</given-names>
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          <xref ref-type="aff" rid="aff1"/>
          <xref ref-type="corresp" rid="cor1"/>
          <email>omar2992003@gmail.com</email>
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        <contrib contrib-type="author" id="contrib-a4bd59b59cec">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-2420-9307</contrib-id>
          <name>
            <surname>Almasalma</surname>
            <given-names>Mousa</given-names>
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        <contrib contrib-type="author" id="contrib-456d740b2630">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-1510-8276</contrib-id>
          <name>
            <surname>Shelbaya</surname>
            <given-names>Ali Nagy</given-names>
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          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0848-7883</contrib-id>
          <name>
            <surname>Raja Albishti</surname>
            <given-names>Ahmed</given-names>
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        <contrib contrib-type="author" id="contrib-3939bea5df19">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3413-6080</contrib-id>
          <name>
            <surname>Khalil</surname>
            <given-names>Mohamed H.</given-names>
          </name>
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        <contrib contrib-type="author" id="contrib-2b58138ce15a">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0000-4672-2410</contrib-id>
          <name>
            <surname>Khelifa</surname>
            <given-names>Hamza</given-names>
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          <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-9123-5565</contrib-id>
          <name>
            <surname>Abdelsalam</surname>
            <given-names>Ahmed</given-names>
          </name>
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          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1254-4289</contrib-id>
          <name>
            <surname>Alnajjar</surname>
            <given-names>Asmaa Zakria</given-names>
          </name>
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      </contrib-group>
      <aff id="aff1">
        <institution>Faculty of Medicine, New Mansoura University, New Mansoura</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff2">
        <institution>Faculty of Medicine, Mansoura University, Mansoura</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff3">
        <institution>Faculty of Medicine, New Mansoura University, New Mansoura</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff4">
        <institution>Faculty of Medicine, University of Tripoli, Tripoli</institution>
        <country>Libya</country>
      </aff>
      <aff id="aff5">
        <institution>Faculty of Medicine, Zagazig University, Zagazig</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff6">
        <institution>Faculty of Medicine, University of Oran 1 Ahmed Ben Bella, Oran</institution>
        <country>Algeria</country>
      </aff>
      <aff id="aff7">
        <institution>Faculty of Medicine, Delta University for Science and Technology, Dakahlia</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff8">
        <institution>Faculty of Medicine, Al-Azhar University, Gaza</institution>
        <country>Palestine</country>
      </aff>
      <author-notes>
        <corresp id="cor1">Corresponding author. E-mail: <email>omar2992003@gmail.com</email></corresp>
        <fn fn-type="coi-statement">
          <p>The authors declare no competing interests that could have influenced the objectivity or outcome of this research.</p>
        </fn>
      </author-notes>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-04-25">
        <day>25</day>
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <pub-date publication-format="electronic" date-type="collection" iso-8601-date="2026">
        <year>2026</year>
      </pub-date>
      <volume>2</volume>
      <issue>3</issue>
      <fpage>55</fpage>
      <lpage>64</lpage>
      <history>
        <date date-type="received" iso-8601-date="2026-03-04">
          <day>04</day>
          <month>03</month>
          <year>2026</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2026-04-05">
          <day>05</day>
          <month>04</month>
          <year>2026</year>
        </date>
        <date date-type="accepted" iso-8601-date="2026-04-13">
          <day>13</day>
          <month>04</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-year>2026</copyright-year>
        <copyright-holder>Omar Khaled Abdelsalam, Mousa Almasalma, Ali Nagy Shelbaya, Ahmed Raja Albishti, Mohamed H. Khalil, Hamza Khelifa, Ahmed Abdelsalam, Asmaa Zakria Alnajjar</copyright-holder>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0">
          <license-p>This is an open-access article.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Background: Multiple sclerosis (MS) is an immune-mediated disorder characterized by demyelination within the central nervous system, resulting in fatigue, pain, cognitive dysfunction, and motor impairment. Remotely supervised transcranial direct current stimulation (RS‑tDCS) is a noninvasive, low-cost, home-based intervention that modulates neuronal excitability and enhances neural network function, potentially benefiting individuals with MS. This meta-analysis aimed to evaluate the efficacy of RS‑tDCS in MS.</p>
        <p>Methods: A systematic search was conducted in PubMed, Web of Science, Scopus, and the Cochrane Library for randomized controlled trials (RCTs) evaluating RS‑tDCS in MS. The primary outcome was information‑processing speed. Statistical analyses were performed using R software (version 4.5.0) and a random‑effects model to calculate pooled standardized mean differences (SMDs) and mean differences (MDs) with 95% confidence intervals (CIs). Risk of bias was assessed using the Cochrane ROB‑2 tool.</p>
        <p>Results: Five RCTs, most featuring co-interventions alongside RS-tDCS in both study arms and one specifically targeting MS patients with cannabis use disorder, including 291 participants, were analyzed. Active RS‑tDCS did not significantly improve information‑processing speed (SMD = 0.20; 95% CI: –0.06 to 0.45; P = 0.13, n studies: 4). No significant effects were observed for secondary outcomes.</p>
        <p>Conclusion: Evidence from five heterogeneous RCTs, predominantly featuring co-interventions, shows no clear benefit of RS-tDCS for MS cognitive or functional outcomes (very low to low certainty). This highlights substantial uncertainty; larger standalone trials are required.</p>
      </abstract>
      <kwd-group>
        <kwd>Multiple sclerosis</kwd>
        <kwd>MS</kwd>
        <kwd>Remotely supervised transcranial direct current stimulation</kwd>
        <kwd>RS-tDCS</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>The authors declare that no specific grant or funding was received for this research from any public, commercial, or not-for-profit funding agency.</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-62832825d338">
      <title>Introduction</title>
      <p id="blk-c30fc5a32d78">Multiple sclerosis (MS) is a chronic, immune-mediated condition of the central nervous system that leads to demyelination and neurodegeneration. It is the most common chronic neurological disease among young adults, especially women, affecting nearly 3 million people worldwide and resulting in over 62,000 cases annually [<sup><xref ref-type="bibr" rid="ref-13c257884d21">1</xref></sup>].</p>
      <p id="blk-8163a8c88fc0">MS pathophysiology is complex and not yet fully understood, with various genetic predispositions and environmental triggers [<sup><xref ref-type="bibr" rid="ref-7081c068c4c0">2</xref></sup>]. The main symptoms include numbness, motor dysfunction, fatigue, pain, and cognitive changes, among others. These symptoms can significantly affect daily life activities and differ in severity and duration throughout the patient’s lifetime [<sup><xref ref-type="bibr" rid="ref-ab1d6ad783f7">3</xref></sup>].</p>
      <p id="blk-4171270afb69">Although several treatment options are available, there is currently no definitive cure for MS. Available medications aim to reduce relapses and symptom effects [<sup><xref ref-type="bibr" rid="ref-75179e6da59a">4</xref></sup>]. The cornerstone of MS treatment is pharmacological management, including disease-modifying therapies (DMTs) such as interferon-beta, glatiramer acetate, and newer agents like ocrelizumab and alemtuzumab [<sup><xref ref-type="bibr" rid="ref-e23b40359dd4">5</xref></sup>]. Additionally, corticosteroids are used to treat acute relapses, and various symptomatic treatments help manage chronic symptoms [<sup><xref ref-type="bibr" rid="ref-a3300122ade9">6</xref></sup>].</p>
      <p id="blk-eb21a15e1108">However, these medications can be associated with adverse effects like hematological disorders, serious adverse events, withdrawals from treatment plans, high costs, and incomplete response rates, emphasizing the need for a combination of multiple strategies [<sup><xref ref-type="bibr" rid="ref-69ea35544d2b">7</xref></sup>,<sup><xref ref-type="bibr" rid="ref-8ca7e0e7f18e">8</xref></sup>].</p>
      <p id="blk-e94450686be0">Neuromodulation is an emerging pillar of multiple sclerosis management that can be combined with pharmacological prescriptions [<sup><xref ref-type="bibr" rid="ref-cdbe0dd86318">9</xref></sup>]. It influences nerve activity by using physical stimuli, specifically transcranial direct current stimulation (tDCS) [<sup><xref ref-type="bibr" rid="ref-c11f23e81fa9">10</xref></sup>]. tDCS is a non-invasive technique that uses constant, low-current electrical stimulation applied by electrodes on the scalp; it modulates neuronal activity and enhances neural network function [<sup><xref ref-type="bibr" rid="ref-4c68fedd3abf">11</xref></sup>]. tDCS demonstrated promising results in reducing multiple sclerosis symptoms. Clinical meta-analyses and randomized controlled trials (RCTs) indicate that tDCS may improve fatigue, cognitive performance, pain, balance, and gait ability in MS patients [<sup><xref ref-type="bibr" rid="ref-7a3ccf703b9f">12</xref></sup>,<sup><xref ref-type="bibr" rid="ref-7c9f19cf0415">13</xref></sup>].</p>
      <p id="blk-c5bc313473f9">tDCS is routinely performed in hospital settings, but recent developments have enabled remote, home-based applications in patient care combined with other interventions such as cognitive training, virtual reality, mindfulness meditation, and dexterity training. This may allow a greater number of MS patients to access this specialized care while reducing the costs and challenges associated with regular clinic-based treatments, especially for those who live far away from specialized centers or have limited mobility [<sup><xref ref-type="bibr" rid="ref-e3a56a0aa4e2">14</xref></sup>].</p>
      <p id="blk-b3cf4f9a7fed">To date, no systematic review or meta-analysis has specifically evaluated remotely supervised, home-based transcranial direct current stimulation (tDCS) in multiple sclerosis (MS). The existing reviews either combined a variety of tDCS administration methods or multiple neurological or psychiatric [<sup><xref ref-type="bibr" rid="ref-7a3ccf703b9f">12</xref></sup>,<sup><xref ref-type="bibr" rid="ref-e3a56a0aa4e2">14</xref></sup>,<sup><xref ref-type="bibr" rid="ref-c11f23e81fa9">10</xref></sup>]. Therefore, by assessing the efficacy of adjunctive remotely supervised tDCS in MS populations, we hope to methodically close this gap. However, available RS-tDCS RCTs feature heterogeneous patient subgroups (including comorbidities like cannabis use disorder), co-interventions (cognitive training, virtual reality, mindfulness meditation, and dexterity training), and mixed objectives, challenges of indirectness that this GRADE-assessed meta-analysis addresses through pooled synthesis and subgroup analyses.</p>
    </sec>
    <sec id="sec-0d4016122b0e">
      <title>Methods</title>
      <sec id="sec-0230db4cd1a9">
        <title>Protocol and Registration</title>
        <p id="blk-a3d38eefe9b7">This systematic review and meta-analysis adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines [<sup><xref ref-type="bibr" rid="ref-1e1bfe1c395b">15</xref></sup>] and the Cochrane guidelines [<sup><xref ref-type="bibr" rid="ref-a127b0d7c75e">16</xref></sup>]. The study protocol was prospectively registered in the International Prospective Register of Systematic Reviews (PROSPERO) database (ID: CRD420251178143).</p>
      </sec>
      <sec id="sec-55f6df4add3d">
        <title>Inclusion and Exclusion Criteria</title>
        <p id="blk-e1972f8422e0">Adults (<inline-formula><alternatives><tex-math id="tm-1">\documentclass[12pt]{minimal}
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\usepackage{amsfonts}
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\setlength{\oddsidemargin}{-69pt}
\begin{document}$\geq$\end{document}</tex-math><mml:math display="inline" id="mml-1"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>18 years) diagnosed with MS were included. The intervention involved RS-tDCS, either alone or with other interventions, irrespective of stimulation parameters such as intensity and duration. The remote supervision component begins with an initial in-clinic training session that instructs participants on device operation, headset assembly, saline preparation, and includes a tolerability assessment. Then, a live video conference is conducted, during which the study technician visually verifies correct headset and electrode placement using reference images and provides a single-use unlock code only after setup approval. The devices are preprogrammed with automatic safety shutdowns in the event of poor contact and include session logging to prevent unauthorized dosage modifications. The comparator was sham tDCS. The primary outcome was information processing speed, measured by the Symbol Digit Modalities Test (SDMT). Secondary outcomes included functional mobility assessed by the Timed Up &amp; Go test, fatigue evaluated using the PROMIS scale, and quality of life measured through the Multiple Sclerosis Quality of Life (MSQOL) questionnaire. Only randomized controlled trials (RCTs) were considered eligible. Exclusion criteria comprised non-RCTs, prospective or retrospective cohort studies, case reports, case series, conference abstracts, narrative reviews, animal studies, studies on neurodegenerative diseases other than MS, and non-English publications.</p>
      </sec>
      <sec id="sec-8a22d0157bd2">
        <title>Search Strategy and Screening</title>
        <p id="blk-f2d255c89c4b">A detailed search of the literature was carried out using several online databases, including PubMed, Cochrane Library, Web of Science, and Scopus from their inception to September 2025, using the following search strategy: (("transcranial direct current stimulation" OR tDCS OR "direct current stimulation" OR "neuromodulation") AND ("remote" OR "remotely supervised" OR "home-based" OR "at-home" OR telehealth OR telemedicine OR telerehabilitation OR "self-administered") AND ("multiple sclerosis" OR MS)) We removed the duplicates using EndNote software version X9 [<sup><xref ref-type="bibr" rid="ref-6aff951e2769">17</xref></sup>]. After using Rayyan software to independently screen titles and abstracts, the reviewers screened full texts for studies that seemed potentially eligible [<sup><xref ref-type="bibr" rid="ref-ea0bfa1390b9">18</xref></sup>]. Any discrepancies were resolved through discussion or consultation with a third supervising author. The selection procedure followed specified predefined inclusion and exclusion criteria.</p>
      </sec>
      <sec id="sec-ad08b72c1ca5">
        <title>Data Extraction</title>
        <p id="blk-07068cac5a8a">The authors used an online Google spreadsheet to independently extract data, and a supervising author settled any disputes. Extracted data were mainly divided into four domains: (1) study characteristics, (2) characteristics of the population in the included studies, (3) risk of bias domains, and (4) study outcomes. The necessary data were reported directly in the text, so no additional extraction tool was required.</p>
      </sec>
      <sec id="sec-61567cfdbf67">
        <title>Risk of Bias Assessment and Certainty of Evidence</title>
        <p id="blk-29be38a19f98">We assessed the risk of bias in the included studies using the Cochrane Risk of Bias 2 Tool (ROB 2) across five domains (e.g., randomization, blinding, outcome reporting) [<sup><xref ref-type="bibr" rid="ref-bc9fbb0da49c">19</xref></sup>]. Each study was independently assessed by two reviewers, with a third reviewer resolving any disagreements.</p>
        <p id="blk-6957db16d70e">The GRADE (Grading of Recommendations Assessment, Development and Evaluation) methodology was used to evaluate the quality of the evidence for the primary and secondary outcomes [<sup><xref ref-type="bibr" rid="ref-454f1b9bee02">20</xref></sup>]. The summary of findings table was generated using GRADEpro GDT software [<sup><xref ref-type="bibr" rid="ref-641f05a5b910">21</xref></sup>]. Assessments were performed independently by two reviewers, and disagreements were resolved through discussion or by involving a third supervising reviewer. We classified the certainty of evidence as high, moderate, low, or very low, based on GRADE domains: risk of bias, inconsistency, indirectness, imprecision, and publication bias. GRADE profile Summary of Findings tables were produced and made available as supplemental data <bold>(Supplementary Table 1: GRADE assessment)</bold>.</p>
      </sec>
      <sec id="sec-0847f3808b77">
        <title>Outcome Measures</title>
        <sec id="sec-52744a8f6114">
          <title>Primary Outcome</title>
          <p id="blk-666fbb9de20c">Information processing speed: reporting using SDMT. Scores were reported either as z-scores or raw scores, and higher scores are better. For consistency, scores reported on different scales were pooled as standardized mean differences (SMD) to account for variability in outcome measures. Subgroup analyses were performed according to the area of RS-tDCS stimulation and the montage-based taxonomy (symmetric bicephalic montage, unilateral anode with contralateral supraorbital reference, or bifrontal montage).</p>
        </sec>
        <sec id="sec-30e56b477696">
          <title>Secondary Outcomes</title>
          <p id="blk-589989990df2">We synthesize the outcomes that were reported in more than one trial. The TUG test is used to measure functional mobility, and lower scores are better; Fatigue was assessed using the PROMIS Fatigue Short Form 7a in included studies, and the change from baseline to end of treatment was pooled as a raw score mean difference using the same instrument and timepoint definition across studies, and lower scores are better; and the MSQOL questionnaire is used to measure quality of life, and higher scores are better. For consistency, TUG and MSQOL results were pooled as SMD due to the variability in outcome measures, while PROMIS results were pooled as mean differences (MD).</p>
        </sec>
      </sec>
      <sec id="sec-e29d7d44230a">
        <title>Evidence Synthesis</title>
        <p id="blk-8a35cacf639b">We synthesized the data by first extracting and summarizing key details from each study, such as characteristics of the studies and participants, active RS-tDCS protocols (e.g., area of stimulation, montage-based taxonomy), and sham tDCS protocols. To maintain clarity, we organized the results according to stimulation parameters. The team identified and discussed any discrepancies or ambiguous methodological reporting. By grouping the findings thematically, we aimed to reveal patterns, including whether particular stimulation regions or RS-tDCS montage-based taxonomy corresponded with variations in outcomes.</p>
        <p id="blk-a50b0c69efe5">All statistical analyses were performed using R software (version 4.5.0). As we expected differences in protocols across studies, we predefined the use of a DerSimonian-Laird random-effects model to calculate combined estimates and Hartung-Knapp adjustment disabled (hakn = FALSE) in R (package meta). We chose this model because it accurately captures real-world variability among patient groups, intervention procedures, and study variations. Continuous outcomes were reported as MD or SMD with 95% confidence intervals. We applied SMD when combining studies that measured the same outcome using different scales (e.g., SDMT was reported as either z-scores or raw scores), because SMD standardizes effect sizes across varying measurement methods. In contrast, MD was used when outcomes were measured on the same scale across studies. All outcomes in this analysis were continuous, and we assessed the change from baseline to the final time point, and in the case of stratified multi-group data, as Charvet 2025, we excluded the open-label design. For studies reporting multiple subgroups (e.g., low vs. high EDSS), we combined these into a single study estimate for the primary analysis. Heterogeneity was assessed using the chi-squared test and the I² statistic; we considered P values of 0.1 and I² &gt; 50% indicative of substantial variability [<sup><xref ref-type="bibr" rid="ref-e401bc55528b">22</xref></sup>]. When significant heterogeneity was detected, we performed a sensitivity analysis to assess how individual studies influenced the overall findings [<sup><xref ref-type="bibr" rid="ref-e38bda5bec65">23</xref></sup>]. SDMT was investigated in subgroup analyses based on the area of tDCS stimulation and montage-based taxonomy (symmetric bicephalic montage, unilateral anode with contralateral supraorbital reference, or bifrontal montage). To reliably detect publication bias in meta-analyses, Sterne et al. suggest assessing funnel plot asymmetry with at least ten studies [<sup><xref ref-type="bibr" rid="ref-b81ce46e65e4">24</xref></sup>]. Since our main analysis includes fewer than 10 studies, we cannot assess publication bias using this method.</p>
      </sec>
    </sec>
    <sec id="sec-bf956262c746">
      <title>Results</title>
      <sec id="sec-f38d34a1bd0b">
        <title>Study Selection</title>
        <p id="blk-b8b36f043d5f">We performed a comprehensive search of relevant databases, which revealed 365 records. After removing 61 duplicate records, we screened the titles and abstracts and excluded 272 studies because they did not meet the inclusion criteria. Then we screened the full text of 32 studies, excluding 26 for reasons specified in the PRISMA flow diagram <xref ref-type="fig" rid="fig-1"/>. The final systematic review and meta-analysis included five unique RCTs (published across six reports: Charvet et al. 2018; Pilloni et al. 2024; Pilloni et al. 2025; Pagliari et al. 2025; Charvet et al. 2025 (1); Charvet et al. 2025 (2), the last two reports are the same RCT).</p>
      </sec>
      <sec id="sec-63f9e8f044bb">
        <title>Study Characteristics</title>
        <p id="blk-672bc3ea2f67">Five RCTs were selected for inclusion in the systematic review, involving 291 patients with MS. Four studies were conducted in the USA, and only one in Italy. And one specifically targeting MS patients with cannabis use disorder. The primary outcome was information processing speed, measured using the SDMT. <xref ref-type="table" rid="tbl-1"/> summarizes the key characteristics of the included studies. The baseline characteristics of the included patients are summarized in <xref ref-type="table" rid="tbl-2"/>. Among 291 patients across five studies, the mean age was 53.06 years, with males comprising 25.9% of the patients. The mean Expanded Disability Status Scale (EDSS) was 4.55, and the mean disease duration was 13.67 years, suggesting a chronic, moderate disability.</p>
      </sec>
      <sec id="sec-4d54de172d75">
        <title>Risk of Bias of Included Studies</title>
        <p id="blk-beb1242a7483">Using the ROB 2 tool across the five RCTs, four [<sup><xref ref-type="bibr" rid="ref-9cc0754c2dd1">25</xref></sup>,<sup><xref ref-type="bibr" rid="ref-81fbe323274c">26</xref></sup>,<sup><xref ref-type="bibr" rid="ref-eb1aebc2e347">27</xref></sup>,<sup><xref ref-type="bibr" rid="ref-bffaabeac8b0">28</xref></sup>] revealed an overall low risk of bias, and only Pilloni 2025 et al. [<sup><xref ref-type="bibr" rid="ref-8882b3d5a03c">29</xref></sup>] showed high risk of bias due to issues with missing outcome data. <xref ref-type="fig" rid="fig-2"/> presents both the ROB graph and summary.</p>
      </sec>
      <sec id="sec-dcfa480b1bec">
        <title>Analysis of the Primary Outcome</title>
        <p id="blk-248300eafb33">A meta-analysis with 137 patients in the active group and 114 in the sham group assessed how well RS-tDCS improved information processing speed. The meta-analysis resulted in a non-significant improvement in SDMT, with an SMD of 0.20 (95% CI: [-0.06, 0.45]; P = 0.1275, n studies: 4) and low heterogeneity (I² = 0%, P = 0.62) <xref ref-type="fig" rid="fig-3"/>. The leave-one-out sensitivity analysis yielded non-significant results in all cases <xref ref-type="fig" rid="fig-4"/>. To examine whether the difference in montage-based taxonomy (symmetric bicephalic montage, unilateral anode with contralateral supraorbital reference, or bifrontal montage) could explain the non-significant results, we conducted a subgroup analysis based on the montage-based taxonomy. The subgroup analysis also showed a non-significant improvement in all subgroups <xref ref-type="fig" rid="fig-5"/>. Subgroup analysis based on stimulation area, either dorsolateral prefrontal cortex (DLPFC) or motor cortex (M1), was conducted. Results showed a non-significant improvement in both subgroups <xref ref-type="fig" rid="fig-5"/>. Another subgroup analysis according to the co-intervention was conducted, showing a non-significant improvement in all subgroups <xref ref-type="fig" rid="fig-5"/>. According to the variation in sham protocols, we conducted a subgroup analysis according to the sham duration for ramp-up/down to explore whether this variation explains the non-significant results; the results showed a non-significant effect in all sham protocols <xref ref-type="fig" rid="fig-5"/>. Based on the GRADE approach, the certainty of evidence was rated as very low.</p>
      </sec>
      <sec id="sec-1e2e889a1a30">
        <title>Analysis of Secondary Outcomes</title>
        <p id="blk-c2db4ad63cf8">Further analysis of secondary outcomes was conducted to investigate the efficacy of RS-tDCS in functional mobility, fatigue, and quality of life using the Timed Up &amp; Go test, PROMIS scale, and MSQOL questionnaire, respectively. The analysis showed a non-significant improvement in all outcomes with an SMD of -0.13 (95% CI: [-0.59, 0.32]; P = 0.56) <xref ref-type="fig" rid="fig-6"/>, an MD of -2.51 (95% CI: [-8.94, 3.92]; P = 0.44) <xref ref-type="fig" rid="fig-7"/>, and an SMD of 0.22 (95% CI: [-0.31, 0.75]; P = 0.42) <xref ref-type="fig" rid="fig-8"/>, respectively. High heterogeneity was observed for fatigue (I² = 75%, P = 0.05), likely due to variations in stimulation protocols across studies. The certainty of evidence was rated as low, very low, and low, respectively.</p>
      </sec>
    </sec>
    <sec id="sec-2fb3a8dda5db">
      <title>Discussion</title>
      <p id="blk-523faf0c393e">This systematic review and meta-analysis evaluated the efficacy of RS-tDCS in individuals with MS, synthesizing evidence from five randomized controlled trials involving 291 participants with moderate disability and long disease duration. Overall, pooled analyses showed no significant RS-tDCS benefit across heterogeneous trials featuring co-interventions (4/5) and mixed objectives (cannabis subgroup in 1/5), limiting indirectness for standalone RS-tDCS efficacy in core MS domains.</p>
      <p id="blk-77fbb2d26fd7">The Pilloni et al. (2025) pilot trial represents a distinct clinical scenario, targeting MS patients with comorbid cannabis use disorder seeking substance reduction rather than core MS symptom management. This study’s unique patient population and primary objective limit its generalizability to broader MS therapeutic questions, warranting cautious interpretation within the pooled analyses.</p>
      <p id="blk-f4a75a647404">Nevertheless, several individual trials reported domain-specific benefits, particularly reductions in fatigue, improvements in hand dexterity following primary motor cortex stimulation, and enhanced gait, balance, and anxiety outcomes when RS-tDCS was combined with structured rehabilitation or virtual reality-based telerehabilitation.</p>
      <p id="blk-5be03e91e625">The biological rationale for RS-tDCS in MS lies in its ability to modulate cortical excitability and promote neuroplasticity through NMDA receptor-dependent mechanisms, potentially compensating for disrupted neural networks caused by demyelination and neurodegeneration [<sup><xref ref-type="bibr" rid="ref-e363f325d115">30</xref></sup>,<sup><xref ref-type="bibr" rid="ref-b709bba0aad4">31</xref></sup>].</p>
      <p id="blk-4c49827aa383">These findings suggest that RS-tDCS may have adjunctive value when paired with task-oriented interventions rather than functioning as a standalone therapy. Across all studies, high adherence rates were observed [<sup><xref ref-type="bibr" rid="ref-23c133862f48">32</xref></sup>,<sup><xref ref-type="bibr" rid="ref-ed7722906281">33</xref></sup>,<sup><xref ref-type="bibr" rid="ref-49a6f6cc99ce">34</xref></sup>].</p>
      <p id="blk-b72af8b9dd1f">Anodal stimulation of the dorsolateral prefrontal cortex and primary motor cortex has been shown to influence cognitive, motor, and affective domains by enhancing functional connectivity and corticospinal output [<sup><xref ref-type="bibr" rid="ref-caf88f3c0755">35</xref></sup>,<sup><xref ref-type="bibr" rid="ref-9cbfe02c1592">36</xref></sup>]. Compared with earlier clinic-based studies, RS-tDCS enables extended stimulation protocols and broader participation, with emerging evidence supporting selective benefits when combined with rehabilitation strategies [<sup><xref ref-type="bibr" rid="ref-e89e7da9e57f">37</xref></sup>,<sup><xref ref-type="bibr" rid="ref-1965e26493c5">38</xref></sup>]. A subgroup analysis based on the sham protocol showed no difference between all subgroups. For more consistency, we suggest using a more active-feeling sham protocol in future trials to minimize between-group differences, so participants can’t easily tell if it’s active or sham.</p>
      <p id="blk-4eb8a87135de">Interpretation of these findings is limited by substantial heterogeneity across studies, including variability in stimulation parameters, cortical targets, number of sessions, number of patients and studies, indirect populations, concurrent adjunctive behavioral interventions, and outcome measures. Subgroup analyses did not yield significant improvements in SDMT performance, underscoring the exploratory nature of this meta-analysis. The small number of sham-controlled trials and short follow-up durations further limit certainty regarding long-term efficacy. Additional evidence search limitations include English-only publication restrictions and a lack of trial registry/grey literature searches, potentially missing non-English or unpublished data. Future research should focus on adequately powered, multicenter trials with standardized protocols, longer follow-up, and integration of neuroimaging or neurophysiological biomarkers to clarify therapeutic specificity and optimize personalized RS-tDCS interventions.</p>
    </sec>
    <sec id="sec-a5e7eae9ac33">
      <title>Conclusion</title>
      <p id="blk-eac7f5127395">Current sham-controlled evidence does not demonstrate a clear benefit for pooled outcomes of RS-tDCS in MS. Future trials should test standardized RS-tDCS protocols within clearly defined standalone versus adjunctive treatment frameworks.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgments</title>
      <p>None.</p>
    </ack>
    <sec sec-type="ethics-statement">
      <title>Institutional Review Board (IRB)</title>
      <p>None.</p>
    </sec>
    <sec sec-type="ai-statement">
      <title>Large Language Model</title>
      <p>None.</p>
    </sec>
    <sec sec-type="author-contributions">
      <title>Authors Contribution</title>
      <p>OKA contributed to conceptualization, protocol registration, preparation of tables and figures, drafting the manuscript, statistical analysis, GRADE assessment, and revision. MA contributed to screening, data extraction, risk of bias assessment, and drafting the manuscript. ARA contributed to screening, data extraction, risk of bias assessment, and drafting the manuscript. ANS contributed to screening, data extraction, risk of bias assessment, and drafting the manuscript. MHK contributed to screening, data extraction, risk of bias assessment, and drafting the manuscript. HK contributed to data extraction, risk of bias assessment, and drafting the manuscript. AA contributed to screening, data extraction, risk of bias assessment, and drafting the manuscript. AZA contributed to drafting the manuscript and revisions.</p>
    </sec>
    <sec sec-type="data-availability">
      <title>Data Availability</title>
      <p>The extracted dataset and R analysis code are provided as Supplementary Materials.</p>
    </sec>
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  <floats-group>
    <fig id="fig-1" specific-use="aside-float: width=full-width; anchor=blk-b3cf4f9a7fed" position="float">
      <label>Figure 1</label>
      <caption>
        <p>PRISMA flow diagram for search and screening processes.</p>
      </caption>
      <graphic xlink:href="1.jpg"/>
    </fig>
    <fig id="fig-2" specific-use="aside-float: width=full-width; anchor=blk-b3cf4f9a7fed" position="float">
      <label>Figure 2</label>
      <caption>
        <p>Risk of bias assessment of the included studies; a: risk of bias graph that represents the percentage of each bias level for five items; b: risk of bias summary that represents the level of specific items.</p>
      </caption>
      <graphic xlink:href="2.jpg"/>
    </fig>
    <fig id="fig-3" specific-use="aside-float: width=full-width; anchor=blk-b3cf4f9a7fed" position="float">
      <label>Figure 3</label>
      <caption>
        <p>Forest plots of SDMT.</p>
      </caption>
      <graphic xlink:href="3.jpg"/>
    </fig>
    <fig id="fig-4" specific-use="aside-float: width=full-width; anchor=blk-589989990df2" position="float">
      <label>Figure 4</label>
      <caption>
        <p>Leave-one-out sensitivity analysis of SDMT.</p>
      </caption>
      <graphic xlink:href="4.jpg"/>
    </fig>
    <fig id="fig-5" specific-use="aside-float: width=full-width; anchor=blk-589989990df2" position="float">
      <label>Figure 5</label>
      <caption>
        <p>Forest plots of subgroup analysis of SDMT.</p>
      </caption>
      <graphic xlink:href="5.jpg"/>
    </fig>
    <fig id="fig-6" specific-use="aside-float: width=full-width; anchor=blk-589989990df2" position="float">
      <label>Figure 6</label>
      <caption>
        <p>Forest plots of the Timed Up &amp; Go test.</p>
      </caption>
      <graphic xlink:href="6.jpg"/>
    </fig>
    <fig id="fig-7" specific-use="aside-float: width=full-width; anchor=blk-4c49827aa383" position="float">
      <label>Figure 7</label>
      <caption>
        <p>Forest plots of the PROMIS scale.</p>
      </caption>
      <graphic xlink:href="7.jpg"/>
    </fig>
    <fig id="fig-8" specific-use="aside-float: width=full-width; anchor=blk-4c49827aa383" position="float">
      <label>Figure 8</label>
      <caption>
        <p>Forest plots of the MSQOL questionnaire.</p>
      </caption>
      <graphic xlink:href="8.jpg"/>
    </fig>
    <table-wrap id="tbl-1" specific-use="aside-float: layout=full-width; longtable=1; anchor=blk-c2db4ad63cf8" position="float">
      <label>Table 1</label>
      <caption>
        <p>Summary of Included Studies</p>
      </caption>
      <table>
        <thead>
          <tr id="row-ef9827258a77">
            <th id="cell-e68ff8238183">
              <bold>Study ID</bold>
            </th>
            <th id="cell-3ec853f3b37a">
              <bold>Country</bold>
            </th>
            <th id="cell-1d235a7df0e9">
              <bold>Total N</bold>
            </th>
            <th id="cell-d3fbe13cdce5">
              <bold>Summary of inclusion criteria</bold>
            </th>
            <th id="cell-93ae9d508483">
              <bold>Montage-based taxonomy</bold>
            </th>
            <th id="cell-d28c3fa4a000">
              <bold>Active group protocol</bold>
            </th>
            <th id="cell-8ce28b7e9e3e">
              <bold>Sham group protocol</bold>
            </th>
            <th id="cell-413e8db5f0db">
              <bold>Other interventions</bold>
            </th>
            <th id="cell-40d79861223b">
              <bold>Area of stimulation</bold>
            </th>
            <th id="cell-0c80736ce83b">
              <bold>No. of sessions</bold>
            </th>
            <th id="cell-8dcd8b084d8b">
              <bold>Supervision/ Fidelity/ Adherence</bold>
            </th>
            <th id="cell-e936c329b9b7">
              <bold>Outcomes and measurement tools</bold>
            </th>
            <th id="cell-19377e8574e6">
              <bold>Summary of the study</bold>
            </th>
          </tr>
        </thead>
        <tbody>
          <tr id="row-37b3e2189cd0">
            <td id="cell-3ee9c0fdfd05">Pilloni 2025 [<sup><xref ref-type="bibr" rid="ref-8882b3d5a03c">29</xref></sup>]</td>
            <td id="cell-7d0d16078464">USA</td>
            <td id="cell-0ce0a84c60e6">47</td>
            <td id="cell-a70a547faeda">The study includes adults aged 21-65 diagnosed with relapsing-remitting multiple sclerosis and mild to moderate neurological disability who have been stable on medications for at least one month. They have Cannabis Use Disorder per DSM-V, experience mild to moderate distress, and aim to reduce or stop cannabis use.</td>
            <td id="cell-c775362b361c">Symmetric bicephalic montage</td>
            <td id="cell-d35c5c6ff258">Electrical current ramped up to 2 mA (30 seconds), remained constant (19 minutes), and ramped down (30 seconds).</td>
            <td id="cell-63c27868e8b2">2 mA, 20 min/session, total 60 sec for ramp-up/down</td>
            <td id="cell-92e1665b4cb5">Mindfulness meditation in both groups</td>
            <td id="cell-05985b1d0a7a">left DLPFC</td>
            <td id="cell-31ea1a11acf1">20/4 weeks</td>
            <td id="cell-095290ff4f54">Live technicians oversee every session with identity/setup verification; SNAPstrap DLPFC headset visually checked; device logs stimulation time/intensity; 83% completed <inline-formula><alternatives><tex-math id="tm-2">\documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
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\begin{document}$\ge$\end{document}</tex-math><mml:math display="inline" id="mml-2"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>14/20 sessions.</td>
            <td id="cell-8daf78ca9279">Efficacy (DFAQ-CU), withdrawal symptoms (CWS), MS-related symptoms (SymptoMScreen), cognitive performance (SDMT)</td>
            <td id="cell-c594fca8aba6">This pilot RCT supports the feasibility and preliminary efficacy of telehealth tDCS in a medical subpopulation.</td>
          </tr>
          <tr id="row-8be0d9e6b060">
            <td id="cell-85d588db5de6">Charvet 2018 [<sup><xref ref-type="bibr" rid="ref-9cc0754c2dd1">25</xref></sup>]</td>
            <td id="cell-db8678e59868">USA</td>
            <td id="cell-ccebd2097e25">27</td>
            <td id="cell-181a797ba160">Adults aged 18–70 with a confirmed MS diagnosis (any subtype, in remission if relapsing–remitting), physically, visually, and cognitively able to complete procedures (SDMT z <inline-formula><alternatives><tex-math id="tm-3">\documentclass[12pt]{minimal}
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\begin{document}$\le$\end{document}</tex-math><mml:math display="inline" id="mml-3"><mml:mrow><mml:mo>≤</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>-3.0), EDSS <inline-formula><alternatives><tex-math id="tm-4">\documentclass[12pt]{minimal}
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\begin{document}$\le$\end{document}</tex-math><mml:math display="inline" id="mml-4"><mml:mrow><mml:mo>≤</mml:mo></mml:mrow></mml:math></alternatives></inline-formula> 6.5 or with caregiver assistance, and at least 1 month post-steroid use or relapse</td>
            <td id="cell-1f9850477f1f">bicephalic montage</td>
            <td id="cell-a7e11423d1b2">2.0 mA stimulation (1.5 mA if they could not tolerate 2.0 mA during the tolerability test at baseline).</td>
            <td id="cell-ac638b763c40">Ramp up to 2.0 mA and back down during the first and last minutes of the session.</td>
            <td id="cell-e872bae14abe">-</td>
            <td id="cell-233075184efa">left DLPFC</td>
            <td id="cell-44c566bcad11">20/4 weeks</td>
            <td id="cell-a52572e86716">Live video supervision of all sessions; Soterix device with single-use unlock codes and session logs; daily pain/AE ratings pre/during/post; stop if pain<inline-formula><alternatives><tex-math id="tm-5">\documentclass[12pt]{minimal}
\usepackage{amsmath}
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\begin{document}$\ge$\end{document}</tex-math><mml:math display="inline" id="mml-5"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>7/10; <inline-formula><alternatives><tex-math id="tm-6">\documentclass[12pt]{minimal}
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\begin{document}$\ge$\end{document}</tex-math><mml:math display="inline" id="mml-6"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>8/10 sessions required for analysis; high compliance reported</td>
            <td id="cell-386730f779ef">FSS, PROMIS, visual analog fatigue ratings, BDI</td>
            <td id="cell-30a2b35d9a9e">This RCT shows statistically significant reductions in fatigue for the active group.</td>
          </tr>
          <tr id="row-65598b3a7246">
            <td id="cell-94c26ac40ce9">Pilloni 2024 [<sup><xref ref-type="bibr" rid="ref-bffaabeac8b0">28</xref></sup>]</td>
            <td id="cell-aeef2818c6e0">USA</td>
            <td id="cell-85de166df6b1">60</td>
            <td id="cell-5f2b2a706e5c">Ages 18–70 with progressive MS, EDSS <inline-formula><alternatives><tex-math id="tm-7">\documentclass[12pt]{minimal}
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\begin{document}$\le$\end{document}</tex-math><mml:math display="inline" id="mml-7"><mml:mrow><mml:mo>≤</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>7.5, right-hand dominant, at least mild manual dexterity impairment (normative z-score <inline-formula><alternatives><tex-math id="tm-8">\documentclass[12pt]{minimal}
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            <td id="cell-0fd2ab68cdda">Unilateral anode with contralateral supraorbital reference</td>
            <td id="cell-08b38ebd3fd0">Direct current at 2.0 mA for a duration of 20 minutes.</td>
            <td id="cell-106aa247f657">Ramp-up/down period of target 2.0 mA electrical current for the initial and final 60 seconds</td>
            <td id="cell-61da39ac592b">Dexterity training in both groups</td>
            <td id="cell-e99865548aeb">left M1-SO</td>
            <td id="cell-192ce60b2d3a">20/4 weeks</td>
            <td id="cell-7016975a9c1f">Live video all sessions; Soterix device with unlock codes + logs; daily safety checks; high feasibility with rapid recruitment &amp; compliance</td>
            <td id="cell-3acf11a4c182">VAS, 9-HPT, DMMPUT, TPDS, MGPST, T25FWT, TUG, SDMT, PANAS, MS-QOL.</td>
            <td id="cell-5b515b41aec2">Home M1-SO tDCS enhances training outcomes and offers a promising intervention for improving and preserving hand dexterity.</td>
          </tr>
          <tr id="row-963909550424">
            <td id="cell-4fcdcf6fbb74">Charvet 2025 [<sup><xref ref-type="bibr" rid="ref-81fbe323274c">26</xref></sup>]</td>
            <td id="cell-45ffa8ee86cd">USA</td>
            <td id="cell-0c88da11ec5e">117</td>
            <td id="cell-1be6d896d1d4">Adults aged 18–75 with definite MS, moderate fatigue, low depression, adequate cognition, no major comorbidities, medically cleared for tDCS, and relapse-free for one month.</td>
            <td id="cell-f693a020143a">Symmetric bicephalic montage</td>
            <td id="cell-651f867408c5">The device was programmed to automatically ramp up to 2 mA over 30 seconds, maintain that intensity for 19 minutes, then ramp down over 30 seconds.</td>
            <td id="cell-d6ea23242fa5">Brief 60-second ramp-up and ramp-down phases at the start, middle, and end of each 20-minute session, without providing actual brain stimulation.</td>
            <td id="cell-4af54659befc">Cognitive training in both groups</td>
            <td id="cell-1b3271993b09">left DLPFC</td>
            <td id="cell-46a7b84b1861">30/6 weeks</td>
            <td id="cell-65e6e611b08f">Daily video verification of headset assembly/saline preparation; pre-programmed devices with 3-ramp sham and safety abort; continuous monitoring during BrainHQ training; 92% completed <inline-formula><alternatives><tex-math id="tm-9">\documentclass[12pt]{minimal}
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            <td id="cell-04ea490d22c9">Primary outcome: Change in PROMIS Fatigue score. Secondary outcomes: MFIS for physical, cognitive, and psychosocial fatigue. Safety: Pain and adverse events.</td>
            <td id="cell-bf0a8a3802bd">Home-based tDCS combined with cognitive training was well tolerated but showed no additional benefit over cognitive training alone in reducing MS-related fatigue.</td>
          </tr>
          <tr id="row-3363eabed648">
            <td id="cell-bf03e3272f52">Pagliari 2025 [<sup><xref ref-type="bibr" rid="ref-eb1aebc2e347">27</xref></sup>]</td>
            <td id="cell-14e673ee3ac6">Italy</td>
            <td id="cell-f8d25aa3c490">40</td>
            <td id="cell-87e65404eb60">Ages 25–70, Italian native speakers, <inline-formula><alternatives><tex-math id="tm-10">\documentclass[12pt]{minimal}
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\begin{document}$\ge$\end{document}</tex-math><mml:math display="inline" id="mml-10"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>8 years of education, right-handed, EDSS <inline-formula><alternatives><tex-math id="tm-11">\documentclass[12pt]{minimal}
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\begin{document}$\le$\end{document}</tex-math><mml:math display="inline" id="mml-11"><mml:mrow><mml:mo>≤</mml:mo></mml:mrow></mml:math></alternatives></inline-formula>6.5, no relapses or steroid use in the past 3 months, no visual/hearing impairments affecting rehab, and no tDCS contraindications (metal implants, pacemaker, seizure, head trauma, epilepsy, or stroke).</td>
            <td id="cell-9a69be317271">Bifrontal montage</td>
            <td id="cell-2be0e90b98d2">Participants received real stimulation (2 mA for 20 min) during 5 sessions (Monday–Friday). Electrodes were placed over F3 (anode) and F4 (cathode). Sessions were supervised online, and safety and sensations were checked after each session.</td>
            <td id="cell-3148aa55f7ef">20-minute sessions, but the current was turned off after 15 seconds while the timer continued. This kept participants blinded.</td>
            <td id="cell-634f9abe3a2e">Virtual reality telerehabilitation training in both groups</td>
            <td id="cell-88722fa4bb66">left DLPFC</td>
            <td id="cell-7828acfb4cac">5/week</td>
            <td id="cell-c294785d8dca">Synchronous therapist guidance during telerehabilitation sessions; smartphone photo reference for F3-F4 electrode placement; daily AE questionnaire post-session; median 28/30 sessions completed (93% adherence)</td>
            <td id="cell-21858c9b3db1">Primary outcome: Motor function measured by Mini-BESTest. Secondary outcomes: Gross manual dexterity (Box and Block Test), walking ability (12-item MS Walking Scale), cognitive function (SDMT), anxiety (STAI), depression (BDI).</td>
            <td id="cell-5aef18c4bc74">Home-based RS-tDCS combined with telerehabilitation was well tolerated, enhanced gait and balance, and reduced anxiety but showed no impact on cognitive function, fatigue, or depression in patients with MS.</td>
          </tr>
        </tbody>
      </table>
      <table-wrap-foot>
        <p>MS, multiple sclerosis; SDMT, Symbol Digit Modalities Test; EDSS, Expanded Disability Status Scale; 9-HPT, Nine-Hole Peg Test; mA, milliampere; DLPFC, dorsolateral prefrontal cortex; M1, primary motor cortex; CWS, Cannabis Withdrawal Syndrome; FSS, Fatigue Severity Scale; PROMIS, Patient-Reported Outcomes Measurement Information System; VAS, Visual Analogue Scale; BDI, Beck Depression Inventory; DMPMUT, Difficult Manual Performance Manipulation Upper Test; TPDS, Time Per Digit Symbol; MGPST, Modified Grooved Pegboard Speed Test; T25FWT, Timed 25-Foot Walk Test; TUG, Timed Up and Go test; PANAS, Positive and Negative Affect Schedule; MS-QOL, Multiple Sclerosis Quality of Life; MFIS, Modified Fatigue Impact Scale; MoCA, Montreal Cognitive Assessment; STAI, State-Trait Anxiety Inventory.</p>
      </table-wrap-foot>
    </table-wrap>
    <table-wrap id="tbl-2" specific-use="aside-float: layout=full-width; anchor=blk-c2db4ad63cf8" position="float">
      <label>Table 2</label>
      <caption>
        <p>Demographic and Clinical Baseline Characteristics of Study Participants</p>
      </caption>
      <table>
        <thead>
          <tr id="row-0847bba47356">
            <th id="cell-54b13b29c462">
              <bold>Study ID</bold>
            </th>
            <th id="cell-20bcfdb4be77">
              <bold>Groups</bold>
            </th>
            <th id="cell-191b8f268cee">
              <bold>Total Sample Size in Each Group</bold>
            </th>
            <th id="cell-79a6b3c9dc21">
              <bold>Males n (%)</bold>
            </th>
            <th id="cell-f73394142937">
              <bold>Age mean (SD)</bold>
            </th>
            <th id="cell-7801d190aa2d">
              <bold>Disease duration</bold>
            </th>
            <th id="cell-4a924e99d6e9">
              <bold>Baseline EDSS score</bold>
            </th>
            <th id="cell-028ed87f597b">
              <bold>Baseline SDMT</bold>
            </th>
          </tr>
        </thead>
        <tbody>
          <tr id="row-990aaba5c98a">
            <td id="cell-0d0fbcb43285">Pilloni 2025 [<sup><xref ref-type="bibr" rid="ref-8882b3d5a03c">29</xref></sup>]</td>
            <td id="cell-af8420ca2236">Active tDCS</td>
            <td id="cell-1aa5ccd1cd7a">31</td>
            <td id="cell-63effc2a2db9">0 (0)</td>
            <td id="cell-aa87d5037d7f">41.5 (10.4)</td>
            <td id="cell-a58952b91d3b">8.6 (8.1)</td>
            <td id="cell-0b91828d15cc">-</td>
            <td id="cell-8cfc23726653">-1.9 (1.2) z-score</td>
          </tr>
          <tr id="row-3122e1d464cb">
            <td id="cell-c45ec05450d3"/>
            <td id="cell-bc88dc067fc2">Sham tDCS</td>
            <td id="cell-02fd55249eb0">16</td>
            <td id="cell-3a7cc69b5373">0 (0)</td>
            <td id="cell-0458bb4ebc65">45.6 (8.9)</td>
            <td id="cell-519f3e42cf7f">8.4 (5.4)</td>
            <td id="cell-dea491e5c157">-</td>
            <td id="cell-eba373f92bd9">-2.0 (1.5) z-score</td>
          </tr>
          <tr id="row-1b6fdfef3f91">
            <td id="cell-d774748a66e9">Charvet 2018 [<sup><xref ref-type="bibr" rid="ref-9cc0754c2dd1">25</xref></sup>]</td>
            <td id="cell-ca43bb844c9c">Active tDCS</td>
            <td id="cell-42a68a5acc2c">15</td>
            <td id="cell-47c48ebda47c">7 (46)</td>
            <td id="cell-508b66265060">44.8 (16.2)</td>
            <td id="cell-8bb72fea1da3">15.8 (9.4)</td>
            <td id="cell-14b14dbdb2aa">4.75 (2.012)</td>
            <td id="cell-57389e12a207">-</td>
          </tr>
          <tr id="row-d6298f4fdd41">
            <td id="cell-7b1ef65556e0"/>
            <td id="cell-62e1721ee102">Sham tDCS</td>
            <td id="cell-109dd69a69ca">12</td>
            <td id="cell-3cef8548b477">4 (33)</td>
            <td id="cell-6ac168eea384">43.4 (16.2)</td>
            <td id="cell-ce075783edf2">13.3 (11.3)</td>
            <td id="cell-124a79e8f8a7">3.875 (2.599)</td>
            <td id="cell-2cfe6fa6e546">-</td>
          </tr>
          <tr id="row-137591515aac">
            <td id="cell-06927254e4e0">Pilloni 2024 [<sup><xref ref-type="bibr" rid="ref-bffaabeac8b0">28</xref></sup>]</td>
            <td id="cell-8ea83e661f9c">Active tDCS</td>
            <td id="cell-c5dfb8bff3a3">31</td>
            <td id="cell-63f24c8e56ba">10 (32.3)</td>
            <td id="cell-900fe580406b">55.23 (8.73)</td>
            <td id="cell-c81a749adf47">17.14 (12.55)</td>
            <td id="cell-df97467896a6">5.125 (1.46)</td>
            <td id="cell-bd95ce172777">-0.85 (1.24) z-score</td>
          </tr>
          <tr id="row-b3dd67c0d552">
            <td id="cell-e909e4276678"/>
            <td id="cell-f7d13b7ebf26">Sham tDCS</td>
            <td id="cell-4dce3ecd4d8b">29</td>
            <td id="cell-f4287ea198f7">7 (24.1)</td>
            <td id="cell-0503d7ce4eeb">53.69 (7.73)</td>
            <td id="cell-5c5b8cfeaf41">16.57 (11.09)</td>
            <td id="cell-56ce127c1d9c">4.6 (1.629)</td>
            <td id="cell-5087e2573327">-0.83 (0.10) z-score</td>
          </tr>
          <tr id="row-8d18bdd9c35f">
            <td id="cell-ed6587651600">Charvet 2025 [<sup><xref ref-type="bibr" rid="ref-81fbe323274c">26</xref></sup>]</td>
            <td id="cell-cec41f041377">Sham tDCS, EDSS: Low</td>
            <td id="cell-7d6d1386689f">33</td>
            <td id="cell-6488e59a0e81">5 (15.2)</td>
            <td id="cell-038a2ce2a0d3">45.06 (13.06)</td>
            <td id="cell-7cd5fb5c2aa7">-</td>
            <td id="cell-b48dba5e431b">-</td>
            <td id="cell-2c5f281ae6f9">-1.17 (1.17) z-score</td>
          </tr>
          <tr id="row-aeb9e0fc5931">
            <td id="cell-90e1852328ae"/>
            <td id="cell-78209562bdcf">Active tDCS, EDSS: Low</td>
            <td id="cell-216237415226">35</td>
            <td id="cell-2422bcebf12b">8 (22.9)</td>
            <td id="cell-20332ce5faa8">45.37 (13.04)</td>
            <td id="cell-3b38fe37ab36">-</td>
            <td id="cell-9b2402d75918">-</td>
            <td id="cell-d81f268ede9c">-0.62 (1.22) z-score</td>
          </tr>
          <tr id="row-238130004c7a">
            <td id="cell-ee6079f026e0"/>
            <td id="cell-9daf5b8814f1">Sham tDCS, EDSS: High</td>
            <td id="cell-fb5948966cf8">23</td>
            <td id="cell-5890a81c4e8c">5 (21.7)</td>
            <td id="cell-a50b88d86c8d">54.30 (7.87)</td>
            <td id="cell-b9386f9ff34e">-</td>
            <td id="cell-248ebb334adb">-</td>
            <td id="cell-3706d59c1b45">-1.12 (1.40) z-score</td>
          </tr>
          <tr id="row-4ae80f0219f2">
            <td id="cell-4932a60e477d"/>
            <td id="cell-707c6fb7ce37">Active tDCS, EDSS: High</td>
            <td id="cell-48c48d98011b">26</td>
            <td id="cell-fb788fbf62ba">8 (30.8)</td>
            <td id="cell-ed0523a86f6e">53.65 (9.74)</td>
            <td id="cell-3893c0ed29bd">-</td>
            <td id="cell-98c3d1866421">-</td>
            <td id="cell-f2b829fb03dc">-1.98 (1.42) z-score</td>
          </tr>
          <tr id="row-00540cab1117">
            <td id="cell-932547cd7b0e">Pagliari 2025 [<sup><xref ref-type="bibr" rid="ref-eb1aebc2e347">27</xref></sup>]</td>
            <td id="cell-e142db56847c">Active tDCS</td>
            <td id="cell-d35cc0f3d659">20</td>
            <td id="cell-d6b09ded3f18">7 (35)</td>
            <td id="cell-2702cc1b9e25">51.60 (8.46)</td>
            <td id="cell-ec0e933742e7">14.15 (9.42)</td>
            <td id="cell-30bfb133af93">4.46 (2.29)</td>
            <td id="cell-524e2375fb28">45 (13.37) raw</td>
          </tr>
          <tr id="row-00fb6726459c">
            <td id="cell-9b306d3b58a7"/>
            <td id="cell-d6c842f3569e">Sham tDCS</td>
            <td id="cell-0fd016bbc798">20</td>
            <td id="cell-3bdd1ebacf37">10 (50)</td>
            <td id="cell-7b8473c2bff3">47.55 (11.56)</td>
            <td id="cell-b2218a49451f">15.30 (10.14)</td>
            <td id="cell-f8de55d3ac58">4.5 (2.39)</td>
            <td id="cell-9045de3370e1">40 (13.32) raw</td>
          </tr>
        </tbody>
      </table>
      <table-wrap-foot>
        <p>tDCS, transcranial direct current stimulation; EDSS, Expanded Disability Status Scale; SDMT, Symbol Digit Modalities Test.</p>
      </table-wrap-foot>
    </table-wrap>
  </floats-group>
</article>
