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<journal-title>Frontiers in Neurology</journal-title>
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<issn pub-type="epub">1664-2295</issn>
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<article-id pub-id-type="doi">10.3389/fneur.2026.1738752</article-id>
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<subject>Systematic Review</subject>
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<article-title>Effects of acupuncture on brain tissue metabolism and neurological function in patients with ischemic stroke: a systematic review and meta-analysis</article-title>
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<aff id="aff1"><label>1</label><institution>Heilongjiang University of Chinese Medicine</institution>, <city>Harbin</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Yunnan Provincial Hospital of Traditional Chinese Medicine, The First Affiliated Hospital of Yunnan University of Chinese Medicine</institution>, <city>Kunming</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Yunnan University of Chinese Medicine</institution>, <city>Kunming</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Jing Shi, <email xlink:href="mailto:2662831291@qq.com">2662831291@qq.com</email>; Lei Ma, <email xlink:href="mailto:530232497@qq.com">530232497@qq.com</email></corresp>
<fn fn-type="equal" id="fn0003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-10">
<day>10</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1738752</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Li, Yue, Chen, Zhang, Huang, Wang, Jin, Ma, Ma and Shi.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Li, Yue, Chen, Zhang, Huang, Wang, Jin, Ma, Ma and Shi</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-10">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>This study aims to explore the effects of acupuncture on brain tissue metabolism and neurological function in regions centers of patients with ischemic stroke (IS).</p>
</sec>
<sec>
<title>Methods</title>
<p>From the establishment of the database until May 20, 2025, a comprehensive search was conducted across several databases, including CNKI, WanFang, VIP Database, CBM, PubMed, Cochrane Library, Embase, and Web of Science. This search specifically targeted clinical randomized controlled trials (RCTs) that investigated the effects of acupuncture on cerebral tissue metabolism within the center of IS lesions and its subsequent impact on neurological function. The literature was meticulously screened, and information was extracted in accordance with the PRISMA guidelines. The quality of the literature was assessed using the risk of bias scale recommended in the Cochrane Handbook for Systematic Reviews of Interventions, version 5.1.0. Additionally, the quality of the included literature and the meta-analysis were evaluated using RevMan 5.4.</p>
</sec>
<sec>
<title>Results</title>
<p>This study included 9 randomized controlled trials involving 602 patients. The meta-analysis results indicate that acupuncture treatment significantly improves the NAA/Cr ratio [MD&#x202F;=&#x202F;0.19, 95% CI (0.14&#x2013;0.24), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, 8 studies, 526 subjects] and reduces the Cho/Cr ratio [MD&#x202F;=&#x202F;&#x2212;0.25, 95% CI (&#x2212;0.36, &#x2212;0.15), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001]. However, no significant difference was observed in reducing the Lac/Cr ratio [MD&#x202F;=&#x202F;0.04, 95% CI (&#x2212;0.24, 0.32), <italic>p</italic>&#x202F;=&#x202F;0.79]. Additionally, acupuncture treatment led to significant improvements in the NIHSS score [MD&#x202F;=&#x202F;&#x2212;2.84, 95% CI (&#x2212;3.76, &#x2212;1.92), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001], the FMA score [MD&#x202F;=&#x202F;12.94, 95% CI (7.07, 18.81), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001], and the MoCA score [MD&#x202F;=&#x202F;3.20, 95% CI (2.30&#x2013;4.10), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, 2 studies, 120 subjects] compared to non-acupuncture treatment. Overall, acupuncture demonstrated superior efficacy in improving the NAA/Cr, and Cho/Cr ratios, as well as the FMA, MoCA, and NIHSS scores, among IS patients.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Adding acupuncture therapy to conventional treatment improves brain tissue metabolism and neurological function in patients with IS. It shows better efficacy compared to conventional treatment alone. However, evidence for specific outcome measures is limited. High-quality, large-scale RCTs are needed to strengthen the evidence base.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p><uri xlink:href="https://www.crd.york.ac.uk/">https://www.crd.york.ac.uk/</uri>, CRD42024579263.</p>
</sec>
</abstract>
<kwd-group>
<kwd>acupuncture</kwd>
<kwd>brain tissue metabolism</kwd>
<kwd>ischemic stroke</kwd>
<kwd>magnetic resonance spectroscopy</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study received funding from the National Natural Science Foundation of China, no. 81760893, JS; Fundamental Research Key Project of Yunnan Science and Technology Department, 202101AZ070001-165, JS. The Special Project for Famous Doctors of &#x201C;Xingdian Talent Support Program&#x201D; in Yunnan Province, JS.</funding-statement>
</funding-group>
<counts>
<fig-count count="11"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="15"/>
<word-count count="9360"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Experimental Therapeutics</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Ischemic stroke (IS) is a disorder characterized by acute focal damage to the central nervous system due to the transient or permanent disruption of blood supply to the brain. It is currently one of the leading causes of adult mortality worldwide and a significant contributor to acquired disability and long-term functional impairment (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). In China, although incidence and mortality rates show a declining trend, the burden of stroke has become a major public health issue due to its large population base and accelerating aging process (<xref ref-type="bibr" rid="ref3">3</xref>). Following an IS, most patients experience varying degrees of neurological impairment. The effective treatment for IS involves promptly recanalizing occluded blood vessels while managing high-risk factors during the acute phase. The primary effective interventions include intravenous and/or arterial thrombolysis, which can restore neuronal function in the ischemic region and maintain white matter integrity in the affected area, thereby alleviating clinical symptoms associated with neurological dysfunction (<xref ref-type="bibr" rid="ref4">4</xref>). However, these interventions are constrained by a limited time window and a heightened risk of bleeding. Consequently, many survivors are left with long-term neurological deficits that significantly impede their daily activities and overall functioning (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Currently, the primary therapeutic modalities for effectively treating neurological impairments following IS include physical therapy and pharmacological interventions. However, several significant challenges persist in long-term treatment, such as the potential for liver and kidney toxicity, gastrointestinal complications, high costs, and issues related to patient compliance (<xref ref-type="bibr" rid="ref6 ref7 ref8">6&#x2013;8</xref>). Consequently, there is an urgent need to explore alternative therapeutic methods that are simple, safe, cost-effective, low in side effects, and that promote high patient compliance through multi-target integration and modulation.</p>
<p>Acupuncture is a significant component of traditional Chinese medicine and has a long history of use in stroke treatment in China. This practice primarily aims to stimulate the body&#x2019;s functions to achieve balance by inserting fine needles into specific acupoints, thereby facilitating recovery from the disease. The World Health Organization (WHO) recommends acupuncture as a complementary therapy for post-stroke rehabilitation (<xref ref-type="bibr" rid="ref9">9</xref>). Evidence indicates that acupuncture has a pronounced therapeutic effect during the recovery phase of IS, notably in enhancing motor function, speech, cognitive abilities, and swallowing (<xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>). The underlying mechanisms may be closely associated with the modulation of inflammatory responses, apoptosis, oxidative stress, cellular focal death, ferroptosis, and endogenous neurogenesis induced by acupuncture (<xref ref-type="bibr" rid="ref13 ref14 ref15 ref16 ref17">13&#x2013;17</xref>). Furthermore, research suggests that the therapeutic efficacy of acupuncture in IS patients is linked to brain tissue metabolism (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>After ischemic injury, the body undergoes a series of complex changes, including neuronal excitotoxicity, energy metabolism imbalance, oxidative stress, inflammation, and apoptosis (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). Moreover, IS is associated with metabolic disturbances. Nuclear magnetic resonance spectroscopy (MRS) can detect physiological and pathological changes in the energy metabolism of living tissues by using magnetic fields and radiofrequency pulses to noninvasively analyze specific nuclei and their compounds. Common indicators of energy metabolism include nitrogen-acetylaspartate (NAA), creatine (Cr), choline-containing compounds (choline, Cho), and lactic acid (Lac) (<xref ref-type="bibr" rid="ref21">21</xref>). Several studies have confirmed that acupuncture can regulate brain tissue metabolism in patients with cerebral infarction, thereby improving motor, swallowing, and cognitive functions. However, there remains a lack of scientific evaluation regarding the effects of acupuncture on brain tissue metabolism and neurological function in patients with IS (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). Therefore, the aim of this study is to summarize and analyze data from randomized controlled trials, with a database established until May 20, 2025, focusing on the effects of acupuncture on brain tissue metabolism in patients with IS. By evaluating multiple outcome metrics, this study provides stronger evidence for clinical practice.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Protocol and registration</title>
<p>The study protocol was registered with the International Prospective Register of Systematic Reviews (PROSPERO) (registration number CRD42024579263). Our research was conducted in strict adherence to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guidelines (<xref ref-type="bibr" rid="ref24">24</xref>). The PRISMA checklist is available in <xref ref-type="supplementary-material" rid="SM1">Appendix S1</xref>.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Literature search</title>
<p>This study conducted a comprehensive search across eight databases, which included four English databases&#x2014;PubMed, Cochrane Library, Embase, and Web of Science (WoS)&#x2014;and four Chinese databases: the China National Knowledge Infrastructure (CNKI) Database, the Chinese Science and Technology Periodical (VIP) Database, the Wan Fang Database, and the Chinese Biological Medicine Database (CBM). The search period spanned from the establishment of each database until May 20, 2025, and included studies regardless of country, language, or publication status. The search utilized the terms &#x2018;acupuncture,&#x2019; &#x2018;ischemic stroke,&#x2019; &#x2018;randomized controlled trial,&#x2019; and &#x2018;magnetic resonance spectroscopies,&#x2019; along with a combined search of relevant free terms from the MeSH<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> subject term search. The detailed search strategy is provided in <xref ref-type="supplementary-material" rid="SM1">Appendix S2</xref>.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Inclusion/exclusion criteria</title>
<p>The inclusion criteria for this study are as follows: (i) Study subjects: patients diagnosed with cerebral infarction; (ii) Study design: this study will encompass both domestic and international published randomized controlled trials (RCTs) that utilize magnetic resonance spectroscopy (MRS) to evaluate the effects of acupuncture treatment on brain tissue metabolism in patients with IS; (iii) Intervention: the acupuncture treatment will primarily consist of various forms, including traditional acupuncture, body acupuncture, head acupuncture, electroacupuncture, and warm acupuncture; (iv) Test group and control group settings: the test group will receive only acupuncture interventions, or acupuncture interventions in addition to those provided to the control group; patients in the control group will undergo non-acupuncture treatments, which may include conventional medication, rehabilitation therapy, and sham acupuncture; (v) Outcome measures: the study must report at least one cerebral metabolic index related to MRS, such as the NAA/Cr, Cho/Cr, or Lac/Cr ratios.</p>
<p>The exclusion criteria for this study comprised the following: (i) inability to obtain the full text; (ii) cross-sectional studies, case&#x2013;control studies, and studies characterized by poor design and incomparable baseline characteristics; (iii) duplicate publications, retaining only the first instance of reported literature; (iv) reviews, meta-analyses, conference papers, dissertations, case reports, newspapers, and other non-original studies; and (v) studies that did not utilize NAA/Cr, Cho/Cr, or Lac/Cr ratios as indicators of outcome.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Literature screening and data extraction</title>
<p>This study involved two independent researchers who systematically screened the literature according to predefined inclusion and exclusion criteria. In instances of divergent findings, a third independent researcher was consulted to make a final judgment. Once consensus was reached among the three researchers on the literature for all included studies, basic information was extracted from these studies, including the first author&#x2019;s name, publication date, randomization method, sample size, intervention details, intervention duration, and outcome indicators. For articles with incomplete data, the original authors were contacted via email or telephone to obtain any missing or unclear information.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Risk of bias and grading of evidence quality</title>
<p>This study was evaluated by two researchers using the risk of bias assessment tool recommended in the Cochrane Handbook of Systematic Reviews (version 5.1.0) for the included studies, with a third researcher designated to arbitrate in case of disagreement (<xref ref-type="bibr" rid="ref25">25</xref>). The evaluation encompassed several domains, including randomized sequence generation, allocation concealment, blinding of both patients and investigators, blinding of outcome assessors, data completeness (including missed visits, dropouts, and non-compliance), selective reporting, and other potential bias factors such as sample size, baseline imbalance, and conflicts of interest. Each domain was categorized as having a low, unclear, or high risk of bias. Additionally, a meta-analysis was conducted using RevMan software (version 5.4).</p>
<p>This study evaluated the level of evidence for each outcome indicator. The quality of evidence was assessed using the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) system, which considers risk of bias, inconsistency, imprecision, indirectness, and publication bias. Evidence quality was categorized as high, moderate, low, or very low (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Data analysis</title>
<p>This study employed meta-analysis using RevMan 5.4 software. Mean differences (MD) were reported as effect sizes for continuous outcome indicators. For binary variables, relative risk (RR) and its 95% confidence interval (CI) were used to represent effect sizes. The <italic>&#x03C7;</italic><sup>2</sup> test and <italic>I</italic><sup>2</sup> statistic were used to assess heterogeneity across studies. If <italic>p</italic>&#x202F;&#x003E;&#x202F;0.1 and <italic>I</italic><sup>2</sup>&#x202F;&#x003C;&#x202F;50%, we considered there was no significant heterogeneity among the included studies and used a fixed-effects model for the meta-analysis. Conversely, if <italic>p</italic>&#x202F;&#x2264;&#x202F;0.1 or <italic>I</italic><sup>2</sup>&#x202F;&#x2265;&#x202F;50%, indicating the presence of substantial heterogeneity, a random-effects model was employed instead. Additionally, subgroup analyses were conducted to examine sources of heterogeneity and enhance our understanding of the intervention effects. The funnel plot test was employed to evaluate publication bias.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3</label>
<title>Results</title>
<sec id="sec10">
<label>3.1</label>
<title>Study selection</title>
<p>This study searched eight Chinese and English databases using a defined search strategy, ultimately retrieving 619 documents. Our initial screening process excluded 119 duplicates, 99 conference papers and dissertations, and 12 reviews, systematic reviews, meta-analyses, and animal experiments. Upon reviewing titles, abstracts, and keywords, we identified 372 publications that did not align with the study&#x2019;s content. A full-text review identified 8 articles inconsistent with the study&#x2019;s objectives. Ultimately, nine articles were included in this study (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31 ref32">27&#x2013;32</xref>) (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The details of the selection process.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart diagram displaying a four-stage screening process for literature selection: identification started with 619 records, screening reduced to 500 after removing duplicates, then 389 post-primary screening, eligibility narrowed to 17 after full-text review, and 9 final included articles.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec11">
<label>3.2</label>
<title>Study characteristics</title>
<p>This study comprises 9 RCTs involving 602 patients with cerebral infarction. The literature reviewed spans 2014 to 2020, and the treatment duration ranged from 15&#x202F;days to 2&#x202F;months. All patients received conventional therapy, while the experimental group additionally underwent acupuncture. Furthermore, two studies incorporated rehabilitation alongside the conventional treatment (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). The control group interventions included conventional treatment (<xref ref-type="bibr" rid="ref27 ref28 ref29 ref30">27&#x2013;30</xref>), repetitive transcranial magnetic stimulation (rTMS) (<xref ref-type="bibr" rid="ref32">32</xref>), and rehabilitation (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). One study reported participant dislodgement or withdrawal (<xref ref-type="bibr" rid="ref31">31</xref>). The primary outcome measures were brain tissue metabolism, neurological function, and cognitive function. These were assessed using the NAA/Cr ratio (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31 ref32">27&#x2013;32</xref>), Cho/Cr ratio (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31">27&#x2013;31</xref>), and Lac/Cr ratio for brain metabolism (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), the National Institutes of Health Stroke Scale (NIHSS) score for neurological function, the Fugl&#x2013;Meyer Assessment (FMA) score for limb motor function (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), and the Montreal Cognitive Assessment (MoCA) score for cognitive function (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref30">30</xref>). The characteristics of all nine studies are summarized in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Study</th>
<th align="center" valign="top" rowspan="2">Country</th>
<th align="center" valign="top">Age</th>
<th align="center" valign="top" rowspan="2">Disease course (TG/CG)</th>
<th align="center" valign="top" rowspan="2">Random method</th>
<th align="center" valign="top">Cases</th>
<th align="center" valign="top" rowspan="2">Intervention time</th>
<th align="center" valign="top" colspan="2">Intervention</th>
<th align="left" valign="top" rowspan="2">Outcome measures</th>
</tr>
<tr>
<th align="center" valign="top">TG/CG</th>
<th align="center" valign="top">TG/CG</th>
<th align="center" valign="top">TG</th>
<th align="center" valign="top">CG</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Wang et al. (2014) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">56&#x2013;80/58&#x2013;81</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">Not mentioned</td>
<td align="center" valign="middle">59/59</td>
<td align="center" valign="middle">2 weeks</td>
<td align="center" valign="middle">EA</td>
<td align="center" valign="middle">CT</td>
<td align="left" valign="middle">NIHSS, NAA/Cr, Cho/Cr</td>
</tr>
<tr>
<td align="left" valign="middle">Wang et al. (2014) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">45&#x2013;80</td>
<td align="center" valign="middle">3&#x2013;6 month</td>
<td align="left" valign="middle">Not mentioned</td>
<td align="center" valign="middle">30/30</td>
<td align="center" valign="middle">12 weeks</td>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">CT</td>
<td align="left" valign="middle">MoCA, NAA/Cr, Cho/Cr</td>
</tr>
<tr>
<td align="left" valign="middle">Zheng and Zheng (2013) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">51.4 &#x00B1;&#x202F;3.1</td>
<td align="center" valign="middle">72&#x202F;h</td>
<td align="left" valign="middle">Random number table method</td>
<td align="center" valign="middle">60/60</td>
<td align="center" valign="middle">1 month</td>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">rTMS</td>
<td align="left" valign="middle">NIHSS, FMA, NAA/Cr, Lac/ Cr</td>
</tr>
<tr>
<td align="left" valign="middle">Cai et al. (2020) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">51&#x2013;80/49&#x2013;79</td>
<td align="center" valign="middle">14&#x2013;23/15&#x2013;23 days</td>
<td align="left" valign="middle">Not mentioned</td>
<td align="center" valign="middle">30/30</td>
<td align="center" valign="middle">2 month</td>
<td align="center" valign="middle">EA</td>
<td align="center" valign="middle">CT</td>
<td align="left" valign="middle">NIHSS, NAA/Cr, Cho/Cr</td>
</tr>
<tr>
<td align="left" valign="middle">Lan et al. (2020) (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">56.86 &#x00B1;&#x202F;11.25/57.96 &#x00B1;&#x202F;11.76</td>
<td align="center" valign="middle">13.94 &#x00B1;&#x202F;8.67/14.47 &#x00B1;&#x202F;9.28 h</td>
<td align="left" valign="middle">Not mentioned</td>
<td align="center" valign="middle">38/38</td>
<td align="center" valign="middle">4 weeks</td>
<td align="center" valign="middle">EA</td>
<td align="center" valign="middle">R</td>
<td align="left" valign="middle">rNAA, Lac/Cr, sEMG</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang et al. (2020) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">70.10 &#x00B1;&#x202F;4.51/69.03 &#x00B1;&#x202F;4.70</td>
<td align="center" valign="middle">24.63 &#x00B1;&#x202F;11.77/23.03 &#x00B1;&#x202F;7.47 days</td>
<td align="left" valign="middle">Random number table method</td>
<td align="center" valign="middle">30/30</td>
<td align="center" valign="middle">6 weeks</td>
<td align="center" valign="middle">MA +&#x202F;R</td>
<td align="center" valign="middle">R</td>
<td align="left" valign="middle">NAA/Cr, Cho/Cr, MoCA</td>
</tr>
<tr>
<td align="left" valign="middle">Lin et al. (2018) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">56.3 &#x00B1;&#x202F;5.2</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">Random number table method</td>
<td align="center" valign="middle">14/14</td>
<td align="center" valign="middle">2 month</td>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">CT</td>
<td align="left" valign="middle">NAA/Cr, Cho/Cr</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang and Shen (2015) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">66 &#x00B1;&#x202F;11/63 &#x00B1;&#x202F;10</td>
<td align="center" valign="middle">25.5 &#x00B1;&#x202F;7.3</td>
<td align="left" valign="middle">Random number table method</td>
<td align="center" valign="middle">30/30</td>
<td align="center" valign="middle">8 weeks</td>
<td align="center" valign="middle">EA</td>
<td align="center" valign="middle">R</td>
<td align="left" valign="middle">NAA/Cr, Cho/Cr</td>
</tr>
<tr>
<td align="left" valign="middle">Jiang et al. (2016) (<xref ref-type="bibr" rid="ref22">22</xref>)</td>
<td align="center" valign="middle">China</td>
<td align="center" valign="middle">55.80 &#x00B1;&#x202F;5.51/55.60 &#x00B1;&#x202F;8.61</td>
<td align="center" valign="middle">91.90 &#x00B1;&#x202F;14.40/88.90 &#x00B1;&#x202F;15.60 days</td>
<td align="left" valign="middle">Not mentioned</td>
<td align="center" valign="middle">10/10</td>
<td align="center" valign="middle">15 days</td>
<td align="center" valign="middle">MA +&#x202F;R</td>
<td align="center" valign="middle">R</td>
<td align="left" valign="middle">FMA, MRS, NAA/Cr, Cho/Cr</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>TG, therapy group; CG, control group; MA, manual acupuncture; EA, electric acupuncture; CT, conventional therapy; rTMS, repetitive transcranial magnetic stimulation; R, rehabilitation; FMA, Fugl&#x2013;Meyer Assessment; NIHSS, the National Institutes of Health Stroke Scale; MoCA, Montreal Cognitive Assessment.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec12">
<label>3.3</label>
<title>Study design and risk of bias</title>
<p>This study included nine investigations, all conducted in China and presented in Chinese. Four of the studies (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>) employed the random number table method, while the remaining five referred to random allocation but did not specify the method of randomization (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>). Consequently, four studies were classified as having a &#x2018;low risk&#x2019; of bias concerning the randomization method, and five studies were categorized as having &#x2018;some concern&#x2019; regarding this aspect. The nine included studies (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31 ref32">27&#x2013;32</xref>) did not mention the concealment of the allocation scheme, which raised &#x2018;some concern&#x2019; about bias. Four studies (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref30">30</xref>) indicated that the participants signed an informed consent form prior to participation, which was deemed &#x2018;high risk&#x2019;, whereas the remaining five studies did not address blinding (<xref ref-type="bibr" rid="ref27 ref28 ref29">27&#x2013;29</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), which was classified as &#x2018;some concern&#x2019;. One study (<xref ref-type="bibr" rid="ref30">30</xref>) explicitly reported blinding of the assessment and measurement researchers, which was assessed as &#x2018;low risk&#x2019;, while the other eight studies (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29">27&#x2013;29</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>) did not mention this, leading to a classification of &#x2018;some concern&#x2019;. One study (<xref ref-type="bibr" rid="ref31">31</xref>) reported participant disengagement and lost visits, categorizing it as &#x2018;high risk&#x2019;, while the other eight studies (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30">27&#x2013;30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>) provided complete data and were classified as &#x2018;low risk&#x2019;. None of the studies indicated selective reporting of results and were therefore considered to have a low risk. Additionally, two studies (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref28">28</xref>) were classified as &#x2018;high risk&#x2019; due to their small sample sizes (fewer than 30 cases). As illustrated in <xref ref-type="fig" rid="fig2">Figure 2</xref>. In the risk of bias plot, green indicates &#x201C;Low risk of bias,&#x201D; yellow indicates &#x201C;Unclear risk of bias,&#x201D; and red indicates &#x201C;High risk of bias.&#x201D;</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Risk of bias graph.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Horizontal bar chart illustrating risk of bias for seven domains. Most domains show a mix of low (green), unclear (yellow), and high (red) risks. A key explains color coding.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec13">
<label>3.4</label>
<title>Meta-analysis</title>
<sec id="sec14">
<label>3.4.1</label>
<title>NAA/Cr ratio</title>
<p>The study comprised nine separate investigations, of which eight (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31 ref32">27&#x2013;32</xref>) reported the NAA/Cr ratio as a specific outcome. A fixed-effects model was employed because there was no heterogeneity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%). The NAA/Cr ratio in the center of brain tissue lesions in patients with IS treated with acupuncture was found to be significantly superior to that of patients receiving non-acupuncture treatment [MD&#x202F;=&#x202F;0.19, 95% CI (0.14&#x2013;0.24), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, 8 studies, 526 subjects] (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Furthermore, the results of the heterogeneity analysis indicated that the findings were reliable.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest plot of meta-analysis of the effect of acupuncture on brain tissue metabolism in IS patients, NAA/Cr ratio.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot summarizing eight studies comparing experimental and control group means, displaying mean differences with confidence intervals, weights, and risk of bias assessment using colored indicators for seven bias categories.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<label>3.4.2</label>
<title>Cho/Cr ratio</title>
<p>The Cho/Cr ratio was reported in seven studies, employing a random-effects model due to significant heterogeneity (<italic>p</italic> &#x003C;&#x202F;0.00001, <italic>I</italic><sup>2</sup> =&#x202F;70%). The results indicated that acupuncture treatment was superior to the control group in reducing the Cho/Cr ratio in the center of brain tissue lesions among IS patients compared to non-acupuncture treatments [MD&#x202F;=&#x202F;&#x2212;0.25, 95% CI (&#x2212;0.36 to &#x2212;0.15), <italic>p</italic> &#x003C;&#x202F;0.00001, 7 studies, 406 subjects]. However, the heterogeneity remained high (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). Consequently, to identify the source of heterogeneity, a subgroup analysis was conducted to evaluate the effects of acupuncture on modulating the Cho/Cr ratio in the center of brain tissue foci, which serves as an outcome indicator for IS patients. The analysis was stratified by differences in acupuncture protocols across intervention groups to validate the reliability of the evidence supporting acupuncture&#x2019;s superior efficacy in reducing brain lesion Cho levels compared with the control group. Results demonstrated that electroacupuncture treatment significantly outperformed rehabilitation therapy in reducing the Cho/Cr ratio at the center of cerebral lesion areas in IS patients [MD&#x202F;=&#x202F;&#x2212;0.42, 95% CI (&#x2212;0.55 to &#x2212;0.29), <italic>p</italic> &#x003C;&#x202F;0.00001, 3 studies, 238 participants]. Manual acupuncture also outperformed rehabilitation therapy in reducing the Cho/Cr ratio at the lesion center in IS patients [MD&#x202F;=&#x202F;&#x2212;0.14, 95% CI (&#x2212;0.19 to &#x2212;0.08), <italic>p</italic> &#x003C;&#x202F;0.00001, 2 studies, 88 participants]. Hand acupuncture combined with rehabilitation therapy also demonstrated superiority over rehabilitation therapy alone in reducing the Cho/Cr ratio at the lesion center in IS patients [MD&#x202F;=&#x202F;&#x2212;0.28, 95% CI (&#x2212;0.39 to &#x2212;0.17), <italic>p</italic> &#x003C;&#x202F;0.00001, 2 studies, 80 participants], as illustrated in <xref ref-type="fig" rid="fig4">Figure 4B</xref>.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p><bold>(A)</bold> Forest plot of meta-analysis of the effect of acupuncture on brain tissue metabolism in IS patients Cho/Cr ratio. <bold>(B)</bold> Subgroup analysis of the effect of acupuncture on brain tissue metabolism, Cho/Cr ratio in IS patients.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Figure displays two forest plots labeled A and B, each summarizing meta-analyses of studies comparing experimental and control groups for different interventions, with mean differences and confidence intervals shown as green squares and lines. Both panels include a &#x201C;Risk of bias&#x201D; table using colored circles to indicate study quality across seven domains and a corresponding legend. Panel A pools all studies, while panel B presents subgroup analyses for three comparisons, with heterogeneity and statistical significance values provided for each.</alt-text>
</graphic>
</fig>
<p>To assess the stability of the meta-analysis&#x2019;s pooled results, this study employed a stepwise exclusion sensitivity analysis. Results showed that after sequentially excluding the seven included studies, the pooled effect size of the remaining studies remained stable between &#x2212;0.43 and &#x2212;0.12. All 95% confidence intervals stayed within the null line, with no reversal in effect direction or change in statistical significance (<xref ref-type="fig" rid="fig5">Figure 5</xref>). This indicates that the pooled results of this meta-analysis demonstrate good stability and that the conclusions are highly reliable.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Sensitivity analysis plot for meta-analysis based on the Cho/Cr ratio.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot illustrating meta-analysis sensitivity where each row omits a named study, with Wang A2014 to Jiang2016 on the y-axis and effect size from negative zero point forty-three to negative zero point twelve on the x-axis; circles represent point estimates and horizontal lines show confidence intervals.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec16">
<label>3.4.3</label>
<title>Lac/Cr ratio</title>
<p>The two studies (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref32">32</xref>) reported the Lac/Cr ratio as an outcome. A random-effects model was employed due to the observed heterogeneity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.79, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;77%). Acupuncture treatment showed no statistically significant difference compared to non-acupuncture treatment in reducing lactate levels in the core lesion area of brain tissue in IS patients [MD&#x202F;=&#x202F;0.04, 95% CI (&#x2212;0.24, 0.32), <italic>p</italic>&#x202F;=&#x202F;0.79, 2 studies, 160 subjects] (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Additionally, the heterogeneity analysis indicated that the findings of these studies may be unreliable.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Forest plot of meta-analysis of the effect of acupuncture on brain tissue metabolism in IS patients, Lac/Cr ratio.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot comparing two studies, Lan 2020 and Zheng 2013, showing mean differences between experimental and control groups with a total sample size of one hundred sixty, result near zero effect, substantial heterogeneity, and risk of bias assessments for seven domains using color-coded symbols.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec17">
<label>3.4.4</label>
<title>NIHSS score</title>
<p>The NIHSS scores were reported as outcomes in three studies (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). A fixed-effects model was employed because there was no heterogeneity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%). Acupuncture treatment demonstrated a significant improvement over non-acupuncture treatment in enhancing neurological function among patients with IS [MD&#x202F;=&#x202F;&#x2212;2.84, 95% CI (&#x2212;3.76 to &#x2212;1.92), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001, 3 studies, 298 subjects]. Furthermore, the heterogeneity analysis confirmed the reliability of these findings (<xref ref-type="fig" rid="fig7">Figure 7</xref>).</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Forest plot of the meta-analysis of acupuncture on the NIHSS scores in IS patients.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot summarizing three studies comparing experimental and control means, showing mean differences, confidence intervals, and weights, with a pooled mean difference of negative two point eight four; risk of bias is visually represented for each study across seven domains using colored symbols.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec18">
<label>3.4.5</label>
<title>FMA score</title>
<p>The FMA scores were reported as outcomes in two studies (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). A fixed-effects model was employed because there was no heterogeneity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%). Acupuncture treatment demonstrated a significant improvement over non-acupuncture treatment in enhancing limb motor function among patients with IS [MD&#x202F;=&#x202F;12.94, 95% CI (7.07&#x2013;18.81), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001, two studies, 140 subjects]. Additionally, the heterogeneity analysis indicated that the study findings were reliable (<xref ref-type="fig" rid="fig8">Figure 8</xref>).</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Forest plot of the meta-analysis of acupuncture on the FMA score in IS patients.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g008.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot summarizing two studies comparing experimental and control groups, showing mean differences with confidence intervals, risk of bias assessment using colored circles, and a legend explaining bias categories. Total participants per group is seventy, overall mean difference twelve point nine four with confidence interval seven point zero seven to eighteen point eight one, with no detected heterogeneity.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<label>3.4.6</label>
<title>MoCA score</title>
<p>This study encompassed nine distinct investigations, two of which (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref30">30</xref>) specifically reported MoCA scores as outcomes. A fixed-effects model was employed because there was no heterogeneity (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, <italic>I</italic><sup>2</sup>&#x202F;=&#x202F;0%). The findings indicated that acupuncture treatment significantly outperformed non-acupuncture treatment in enhancing cognitive function among IS patients [MD&#x202F;=&#x202F;3.20, 95% CI (2.30&#x2013;4.10), <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001, 2 studies, 120 subjects]. Furthermore, the heterogeneity analysis confirmed the reliability of the study results (<xref ref-type="fig" rid="fig9">Figure 9</xref>).</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>Forest plot of the meta-analysis of acupuncture on the MoCA score in IS patients.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g009.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot comparing two studies on an experimental versus control group outcome, showing mean differences with confidence intervals, overall effect estimate, heterogeneity statistics, and a risk of bias summary using colored circles for criteria A to G.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec20">
<label>3.5</label>
<title>Evaluation of publication bias</title>
<p>This study employed funnel plots and Begg&#x2019;s test to assess publication bias. Analysis of the eight included studies reporting NAA/Cr ratios (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31 ref32">27&#x2013;32</xref>) showed that all results fell within the 95% confidence interval; however, funnel plots revealed slight asymmetry, suggesting possible mild publication bias (<xref ref-type="fig" rid="fig10">Figure 10</xref>). Concurrently, Begg&#x2019;s tests for all outcome measures showed no significant publication bias for NAA/Cr ratio (<italic>p</italic> =&#x202F;0.386), Cho/Cr ratio (<italic>p</italic> =&#x202F;0.764), Lac/Cr ratio (<italic>p</italic> =&#x202F;1.000), NIHSS score (<italic>p</italic> =&#x202F;0.296), FMA score (<italic>p</italic> =&#x202F;1.000), or MoCA score (<italic>p</italic> =&#x202F;1.000). Details are presented in <xref ref-type="table" rid="tab2">Table 2</xref>.</p>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Funnel plot of acupuncture on NAA/Cr ratio in IS patients.</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g010.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Funnel plot illustrating effect sizes for multiple studies, with the mean difference on the x-axis and standard error on the y-axis; circles represent individual studies, and dashed lines indicate confidence intervals.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Beeg test for publication bias of outcome measures reported in this study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Outcome indicator</th>
<th align="center" valign="top" colspan="2">Begg&#x2019;s test (<italic>p</italic>-value)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">NAA/Cr ratio</td>
<td align="char" valign="middle" char=".">0.386</td>
<td align="char" valign="middle" char=".">&#x003E;0.05</td>
</tr>
<tr>
<td align="left" valign="middle">Cho/Cr ratio</td>
<td align="char" valign="middle" char=".">0.764</td>
<td align="char" valign="middle" char=".">&#x003E;0.05</td>
</tr>
<tr>
<td align="left" valign="middle">Lac/Cr ratio</td>
<td align="char" valign="middle" char=".">1.000</td>
<td align="char" valign="middle" char=".">&#x003E;0.05</td>
</tr>
<tr>
<td align="left" valign="middle">NIHSS score</td>
<td align="char" valign="middle" char=".">0.296</td>
<td align="char" valign="middle" char=".">&#x003E;0.05</td>
</tr>
<tr>
<td align="left" valign="middle">FMA score</td>
<td align="char" valign="middle" char=".">1.000</td>
<td align="char" valign="middle" char=".">&#x003E;0.05</td>
</tr>
<tr>
<td align="left" valign="middle">MoCA score</td>
<td align="char" valign="middle" char=".">1.000</td>
<td align="char" valign="middle" char=".">&#x003E;0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec21">
<label>3.6</label>
<title>Quality of the evidence</title>
<p>This study assessed the quality of evidence utilizing the GRADE methodology and employed the online GRADEpro guideline development tool<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref>. The GRADE criteria served as the foundation for evaluating the quality of the evidence. Downgrading was implemented when the number of low-risk assessments per study was fewer than the number of unclear or high-risk assessments. If this condition was met across all studies within each outcome indicator group, it was classified as &#x2018;very serious.&#x2019; A heterogeneity exceeding 50% resulted in a one-level downgrade; similarly, if fewer than five studies reported on a given outcome indicator, a one-level downgrade was also applied. Consequently, the level of evidence for all measures varied from moderate to very low, as illustrated in <xref ref-type="fig" rid="fig11">Figure 11</xref> for further details.</p>
<fig position="float" id="fig11">
<label>Figure 11</label>
<caption>
<p>Level of evidence (GRADE).</p>
</caption>
<graphic xlink:href="fneur-17-1738752-g011.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Summary table displaying the effects of acupuncture on brain tissue metabolism and neural function in ischemic stroke patients, showing six outcomes with comparative risks, participant numbers, relative effects, and evidence quality ranging from moderate to very low.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec22">
<label>4</label>
<title>Discussion</title>
<sec id="sec23">
<label>4.1</label>
<title>Main findings</title>
<p>This systematic evaluation encompassed 9 items involving 602 IS patients and aimed to investigate the effects of acupuncture on brain tissue metabolism and neurological function in patients with focal cerebral infarction. The findings indicate that acupuncture outperforms conventional Western medicine, repetitive transcranial magnetic stimulation, and rehabilitation therapy in regulating brain metabolic levels (NAA/Cr and Cho/Cr ratios) at the lesion center in patients with ischemic stroke (IS). It also improves patients&#x2019; neurological function (NIHSS score), motor function (FMA score), and cognitive function (MoCA score). However, a significant degree of heterogeneity was observed in the integration of the Cho/Cr ratio within the lesion&#x2019;s central area, with an <italic>I</italic><sup>2</sup> value of 70%. This study further analyzed potential influences on the heterogeneity of the results through subgroup analysis, sensitivity analysis, and forest plots. The subgroup analysis revealed that heterogeneity primarily stemmed from differences in intervention protocols among trial groups. Additionally, it may be associated with variations in study design (such as randomization methods, blinding, control group establishment, and allocation concealment) and sample characteristics.</p>
</sec>
<sec id="sec24">
<label>4.2</label>
<title>Interpretation</title>
<p>After an IS, the structure and function of the human brain undergo numerous abnormal changes, which may subsequently lead to disorders in bodily functions (<xref ref-type="bibr" rid="ref33">33</xref>). Therefore, promoting the recovery of brain structure and function is crucial for the rehabilitation of patients who have suffered an IS. Recent neuroimaging studies have demonstrated that acupoint stimulation can selectively activate functional areas of the cerebral cortex and positively influence neuroplasticity (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>). Studies have demonstrated that acupuncture can activate functional networks in damaged brain regions and promote plastic remodeling of brain structures in patients with IS, thereby significantly enhancing their neurological recovery (<xref ref-type="bibr" rid="ref36 ref37 ref38">36&#x2013;38</xref>). The mechanisms by which acupuncture mediates brain function remodeling in IS patients can be categorized into two primary aspects. Firstly, acupuncture can modulate key connections within brain networks. Following a cerebral infarction, the brain&#x2019;s functional connectivity is disrupted, leading to the separation and reorganization of the default mode, sensorimotor, and salience networks. Research indicates that acupuncture can facilitate neurological recovery by enhancing functional connectivity within the sensorimotor network and its interactions with other brain regions (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). On the other hand, acupuncture may facilitate functional recovery by enhancing the synchronization and intensity of local neuronal activity (<xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>).</p>
<p>Gray matter cells in the brain undergo cell death and tissue necrosis following ischemic and hypoxic injuries, leading to varying degrees of alterations in gray matter volume and structure. These changes can facilitate the recovery of brain function by promoting the reconstruction of both gray matter volume and structure (<xref ref-type="bibr" rid="ref43">43</xref>). Voxel-based morphometry (VBM) provides an objective, quantitative analysis of voxel size and signal intensity in the brain&#x2019;s gray matter. It visually illustrates structural differences and dynamic changes in gray matter in patients with cerebral infarction, thereby providing a comprehensive view of gray matter volume changes (<xref ref-type="bibr" rid="ref44">44</xref>). Acupuncture treatment significantly enhances the recovery of cerebral neural function in patients with hemiplegia following cerebral infarction. The underlying mechanism primarily involves remodeling of the gray matter structure within the extrapyramidal motor regulatory center and portions of the sensory cortex, facilitating functional compensation in the corresponding brain regions (<xref ref-type="bibr" rid="ref45">45</xref>). Acupuncture treatment effectively promotes recovery of brain function by reconstructing the gray matter structure in functional areas of the brain closely related to human movement (<xref ref-type="bibr" rid="ref46">46</xref>).</p>
<p>After ischemic injury to cerebral white matter, oligodendrocyte precursor cells can proliferate, differentiate under appropriate conditions, and migrate to the damaged area for repair. Diffusion Tensor Imaging (DTI) is highly sensitive to microstructural changes, enabling the observation of axon germination and myelin sheath proliferation. The corticospinal tract (CST) is the most vulnerable fiber bundle associated with motor dysfunction in patients with cerebral infarction, and its structural remodeling provides a theoretical basis for motor function rehabilitation following cerebral infarction. Using DTI, researchers found that the fractional anisotropy (FA) values of the affected corticospinal tracts at localized nodes in hemiplegic patients with IS increased following acupuncture treatment. This suggests that acupuncture may facilitate remodeling of the corticospinal tract by promoting axon sprouting and myelin sheath proliferation at specific nodes (<xref ref-type="bibr" rid="ref47">47</xref>).</p>
<p>Ischemia of brain tissue leads to the swelling of nerve cells due to oxygen deprivation, accompanied by alterations in tissue structure. This change typically occurs within hours following a stroke and may initiate metabolic disturbances in the nerve cells, potentially exacerbating brain damage (<xref ref-type="bibr" rid="ref48">48</xref>). Studies have confirmed that 1H-MRS-based metabolomics is a feasible and effective prognostic tool for assessing treatment efficacy in acute cerebral infarction. Common assessment metrics include brain tissue metabolites such as NAA, Cr, Cho, and Lac (<xref ref-type="bibr" rid="ref49">49</xref>). NAA is a free amino acid predominantly found in the neurons of the adult brain and serves as a biochemical marker for evaluating neuronal viability in various neurological disorders, including cerebral ischemia. Estimates of NAA concentration provide insights into neuronal death during both early and late infarcts, and reductions in its levels can be utilized to assess the extent of neuronal loss and injury (<xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref51">51</xref>). In the brain, Cho is associated with phosphoglycerol, phosphatidylcholine, and sphingolipids, and serves as a marker of cell membranes. The peak concentration of Cho is influenced by the levels of choline in membrane phospholipids and the availability of acetylcholine, a neurotransmitter. Pathophysiological processes can lead to sphingolipid breakdown, resulting in increased cell numbers and, subsequently, elevated Cho levels. Lac is the end product of anaerobic glucose metabolism and serves as a marker for cellular energy metabolism. Under normal conditions, the metabolism of brain neurons is predominantly aerobic, leading to very low lactate levels. However, when oxygen supply is insufficient, Lac levels rise, indicating ischemia in the brain&#x2019;s vascular regions. The Cr value reflects the total concentration of creatine and phosphocreatine, remaining relatively constant and homogeneous across different metabolic conditions in the human brain. It is commonly used as a reference for other metabolites. Therefore, researchers often utilize the NAA/Cr, Cho/Cr, and Lac/Cr ratios to evaluate changes in brain tissue metabolism and the extent of brain damage following IS (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>A decreased NAA/Cr ratio is closely associated with impaired neuronal or synaptic integrity and is commonly regarded as a metabolic marker of reduced or dysfunctional neuronal, axonal, and dendritic density (<xref ref-type="bibr" rid="ref52">52</xref>, <xref ref-type="bibr" rid="ref53">53</xref>). One potential mechanism involves neuroinflammation driven by activated microglia: activated microglia directly cause neuronal injury and loss by releasing proinflammatory factors (<xref ref-type="bibr" rid="ref54">54</xref>). Concurrently, elevated lactate concentrations within the lesion indicate macrophage infiltration and their high anaerobic glycolytic activity, while increased creatine levels further reflect hypermetabolic activity in microglia (<xref ref-type="bibr" rid="ref55">55</xref>). The shared cellular lineage and response profiles of microglia and tissue macrophages suggest this represents a neuroinflammatory response (<xref ref-type="bibr" rid="ref56">56</xref>). Furthermore, NAA serves as a precursor for neuroaspartic acid (NAAG), a neurotransmitter associated with synaptic plasticity. Thus, an increased NAA/Cr ratio not only indicates the rescue of damaged neurons but also signals a metabolic shift conducive to synaptic recovery and neural network reorganization, which are critical for restoring neural function. This systematic review found that acupuncture intervention significantly elevated the NAA/Cr ratio in the lesion area of ischemic stroke patients, suggesting its potential mechanism may lie in repairing or maintaining neuronal synaptic integrity by modulating neuroinflammatory responses and enhancing neural plasticity.</p>
<p>A reduced Cho/Cr ratio may reflect diminished membrane turnover or decreased inflammatory activity, while elevated levels of choline-containing compounds typically indicate increased phospholipid breakdown in cell membranes due to neuroinflammation and glial cell activation (e.g., astrocytosis and microglial proliferation) (<xref ref-type="bibr" rid="ref52">52</xref>, <xref ref-type="bibr" rid="ref57">57</xref>). This meta-analysis demonstrates that acupuncture intervention significantly downregulates the Cho/Cr ratio in the lesion area of ischemic stroke patients, suggesting a potential mechanism involving downregulation of membrane turnover or inflammatory response. This finding is consistent with previous research conclusions (<xref ref-type="bibr" rid="ref58">58</xref>).</p>
<p>This study integrates and analyzes recent research on the effects of acupuncture on brain tissue metabolism in patients with IS. The findings indicate that acupuncture can facilitate the remodeling of damaged brain nerve cells by regulating metabolic indices in brain tissue, thereby promoting the recovery of neurological function.</p>
</sec>
<sec id="sec25">
<label>4.3</label>
<title>Publication bias and risk of bias</title>
<p>Funnel plots of NAA/Cr ratios, an outcome metric, exhibit slight asymmetry, indicating a potential risk of publication bias or other biases in trial inclusion. This may be attributed to the tendency for positive findings to be published more frequently, thereby inflating the effect size. Furthermore, the clinical competence of acupuncture practitioners varied across studies. Additionally, as all trials were sourced from a Chinese database, language and regional factors may also contribute to bias. Lastly, clinical heterogeneity, such as differences in intervention methods among trials, may represent another significant factor contributing to the observed asymmetry. To further assess publication bias, Begg&#x2019;s tests for all outcome measures showed no significant evidence of bias.</p>
<p>An assessment of risk of bias in the included studies revealed significant methodological limitations (e.g., unclear randomization, inadequate allocation concealment, and lack of blinding), which may directly affect the final pooled effect estimates. Specifically, &#x201C;some concern&#x201D; or &#x201C;high risk&#x201D; ratings were prevalent in the domains of performance bias and detection bias, potentially leading to an overestimation of treatment effects. Furthermore, the invasive nature of acupuncture treatment makes blinding difficult to implement for participants, potentially allowing treatment effects to compound with placebo effects and overestimate outcomes. Therefore, implementing blinding in acupuncture research remains a current challenge.</p>
</sec>
<sec id="sec26">
<label>4.4</label>
<title>Quality of evidence</title>
<p>In this study, the quality of evidence for all outcome indicators was assessed using the GRADE Pro guideline. It was determined that the quality of evidence for NAA/Cr ratios was moderate, while the quality of evidence for the outcome indicators Cho/Cr ratios, Lac/Cr ratios, NIHSS score, FMA score, and MoCA score ranged from low to very low. After thorough discussion, the review group concluded that the primary reasons for the decline in the level of evidence in this study were: (1) Methodological flaws present in some studies. (2) Significant heterogeneity among certain studies. (3) Wide 95% confidence intervals. (4) A limited number of studies report these outcomes. Therefore, although this study&#x2019;s findings suggest that acupuncture may have beneficial effects on brain tissue metabolism and neurological function in patients with IS, further randomized controlled trials employing high-quality methodologies are necessary to strengthen the evidence base.</p>
</sec>
</sec>
<sec id="sec27">
<label>5</label>
<title>Strengths and limitations</title>
<p>This study represents the first systematic review of the existing literature investigating the effects of acupuncture treatment on brain tissue metabolism and neurological function in focal centers of IS patients. Additionally, this study offers a comprehensive evaluation of brain tissue metabolism and neurological function in IS patients using multiple outcome indicators, thereby providing substantial evidence for clinical practice.</p>
<p>This systematic literature review has several limitations. First, all nine included trials were conducted in China and published in Chinese, potentially limiting the generalizability of findings and introducing language/regional bias. This also confirms China&#x2019;s central role in acupuncture stroke research and the growing trend toward integration with neuroimaging studies. Future high-quality trials involving international collaboration are needed to enhance the generalizability of research outcomes (<xref ref-type="bibr" rid="ref59">59</xref>). Second, key methodological aspects such as randomization, allocation concealment, blinding, and follow-up were poorly described in the included studies, suggesting that errors in randomization methods may have contributed to some &#x201C;positive&#x201D; analytical outcomes. Third, there were variations in the acupuncture methods and the selection of acupuncture points among researchers, which may have led to substantial heterogeneity. Future studies should adhere to the Consolidated Standards of Reporting Trials (CONSORT) (<xref ref-type="bibr" rid="ref60">60</xref>) and the Standards for Reporting Interventions in Clinical Trials of Acupuncture (STRICTA) (<xref ref-type="bibr" rid="ref61">61</xref>) consensus to report details regarding needle insertion depth, subject responses, and therapist backgrounds. Finally, all included studies were single-center trials, which may limit the generalizability of the findings due to the specific characteristics of each institution&#x2019;s population. Future research should enhance stability and generalizability by increasing the number of study centers and expanding the sample size of trial participants.</p>
</sec>
<sec sec-type="conclusions" id="sec28">
<label>6</label>
<title>Conclusion</title>
<p>The results of the systematic evaluation and meta-analysis conducted in this study indicate that acupuncture treatment significantly enhances the regulation of brain tissue metabolites in the focal center of patients with cerebral infarction, and alleviates neurological deficits compared to conventional treatments, conventional rehabilitation therapy, and repetitive transcranial magnetic stimulation. Furthermore, acupuncture has been shown to benefit limb movement and cognitive function. While the findings show promise, they remain constrained by methodological limitations, necessitating cautious interpretation. Therefore, future research should focus on rigorously designed multicenter RCTs that employ standardized acupuncture protocols, blinded outcome assessments, and extended follow-up periods.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec29">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec30">
<title>Author contributions</title>
<p>SL: Writing &#x2013; review &#x0026; editing, Methodology, Software, Writing &#x2013; original draft, Investigation, Supervision, Conceptualization, Formal analysis, Visualization, Funding acquisition, Resources, Data curation, Project administration, Validation. MY: Investigation, Data curation, Software, Methodology, Writing &#x2013; review &#x0026; editing, Conceptualization, Writing &#x2013; original draft, Supervision. XC: Conceptualization, Investigation, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Software, Data curation. XZ: Investigation, Software, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Data curation, Methodology, Visualization, Conceptualization, Project administration. LH: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Software, Visualization, Investigation, Conceptualization, Data curation. ZW: Conceptualization, Writing &#x2013; review &#x0026; editing, Investigation, Supervision, Software, Writing &#x2013; original draft, Methodology, Visualization. YJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Methodology, Investigation, Conceptualization, Supervision, Data curation, Software. QM: Data curation, Investigation, Supervision, Software, Conceptualization, Writing &#x2013; review &#x0026; editing, Methodology, Writing &#x2013; original draft. LM: Project administration, Supervision, Conceptualization, Methodology, Writing &#x2013; review &#x0026; editing, Data curation, Validation, Investigation, Software, Writing &#x2013; original draft, Formal analysis, Funding acquisition, Resources, Visualization. JS: Validation, Project administration, Data curation, Supervision, Visualization, Methodology, Formal analysis, Investigation, Conceptualization, Funding acquisition, Software, Resources, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We express our gratitude to all the participants and clinical researchers involved in the publications referenced in this review, as well as to the peer reviewers, whose valuable feedback significantly improved the data presentation in this article.</p>
</ack>
<sec sec-type="COI-statement" id="sec31">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec32">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec33">
<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 sec-type="supplementary-material" id="sec34">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fneur.2026.1738752/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fneur.2026.1738752/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0004">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1204380/overview">Song Qiao</ext-link>, Zhejiang Hospital, China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0005">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1730240/overview">Fangfang Jin</ext-link>, China Academy of Chinese Medical Sciences, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1758985/overview">Jiale Zhang</ext-link>, China Science and Technology Development Center for Chinese Medicine, China</p>
</fn>
</fn-group>
<fn-group>
<fn id="fn0001"><label>1</label><p><ext-link xlink:href="https://www.ncbi.nlm.nih.gov/mesh" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/mesh</ext-link></p></fn>
<fn id="fn0002"><label>2</label><p><ext-link xlink:href="https://gradepro.org/" ext-link-type="uri">https://gradepro.org/</ext-link></p></fn>
</fn-group>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>RCTs</term>
<def>
<p>randomized controlled studies</p>
</def>
</def-item>
<def-item>
<term>WHO</term>
<def>
<p>the World Health Organization</p>
</def>
</def-item>
<def-item>
<term>IS</term>
<def>
<p>Ischemic stroke</p>
</def>
</def-item>
<def-item>
<term>MRS</term>
<def>
<p>magnetic resonance spectroscopy</p>
</def>
</def-item>
<def-item>
<term>NAA</term>
<def>
<p>nitrogen-acetylaspartate</p>
</def>
</def-item>
<def-item>
<term>Cr</term>
<def>
<p>creatine</p>
</def>
</def-item>
<def-item>
<term>Cho</term>
<def>
<p>choline</p>
</def>
</def-item>
<def-item>
<term>Lac</term>
<def>
<p>lactic acid</p>
</def>
</def-item>
<def-item>
<term>GRADE</term>
<def>
<p>the Grading of Recommendations, Assessment, Development, and Evaluation</p>
</def>
</def-item>
<def-item>
<term>MD</term>
<def>
<p>Mean differences</p>
</def>
</def-item>
<def-item>
<term>RR</term>
<def>
<p>relative risk</p>
</def>
</def-item>
<def-item>
<term>CI</term>
<def>
<p>confidence interval</p>
</def>
</def-item>
<def-item>
<term>FMA</term>
<def>
<p>Fugl&#x2013;Meyer Assessment</p>
</def>
</def-item>
<def-item>
<term>rTMS</term>
<def>
<p>repetitive transcranial magnetic stimulation</p>
</def>
</def-item>
<def-item>
<term>MoCA</term>
<def>
<p>Montreal Cognitive Assessment</p>
</def>
</def-item>
<def-item>
<term>NIHSS</term>
<def>
<p>the National Institutes of Health Stroke Scale</p>
</def>
</def-item>
<def-item>
<term>VBM</term>
<def>
<p>Voxel-based morphometry</p>
</def>
</def-item>
<def-item>
<term>DTI</term>
<def>
<p>Diffusion Tensor Imaging</p>
</def>
</def-item>
<def-item>
<term>CST</term>
<def>
<p>Corticospinal tract</p>
</def>
</def-item>
<def-item>
<term>FA</term>
<def>
<p>fractional anisotropy</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>