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<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
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<issn pub-type="epub">1664-2295</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2026.1752313</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
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</article-categories>
<title-group>
<article-title>Beyond nighttime symptoms: acupuncture for daytime dysfunction improvement in insomnia&#x2014;a meta-analysis</article-title>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Li</surname>
<given-names>Peiqi</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<surname>Yang</surname>
<given-names>Qianwen</given-names>
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<given-names>Jian</given-names>
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<surname>Ventura</surname>
<given-names>Charles Savona</given-names>
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<surname>Zhong</surname>
<given-names>Linda</given-names>
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<given-names>Jie</given-names>
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<name>
<surname>Fu</surname>
<given-names>Qinhui</given-names>
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<aff id="aff1"><label>1</label><institution>Longhua Hospital, Shanghai University of Traditional Chinese Medicine</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Obstetrics &#x0026; Gynaecology, University of Malta</institution>, <city>Msida</city>, <country country="mt">Malta</country></aff>
<aff id="aff3"><label>3</label><institution>Biomedical Sciences and Chinese Medicine, School of Biological Sciences, Nanyang Technological University</institution>, <city>Singapore</city>, <country country="sg">Singapore</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Qinhui Fu, <email xlink:href="mailto:ff777315@163.com">ff777315@163.com</email>; Jie Ma, <email xlink:href="mailto:ma_chieh@126.com">ma_chieh@126.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<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="2026-03-03">
<day>03</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1752313</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>06</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Li, Yang, Pei, Ventura, Zhong, Ma and Fu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Li, Yang, Pei, Ventura, Zhong, Ma and Fu</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-03">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>
<p>Insomnia features include persistent difficulties in sleep initiation and sleep maintenance, leading to significant daytime dysfunction and diminished quality of life. While acupuncture is increasingly utilized in the management of insomnia, its specific efficacy in alleviating daytime dysfunction remains inadequately substantiated. This systematic review aims to address this evidence gap. A total of 5,037 articles from 6 electronic databases were searched and screened. Data analysis was performed using Review Manager 5.4 software and Stata 13. The Cochrane tool for assessing the risk of bias in randomized trials (RoB2) and GRADE were used to evaluate the quality of the RCTs and the evidence. Eighteen randomized controlled trials (RCTs) encompassing a total of 1,767 patients were analyzed. Data of the Montreal Cognitive Assessment (MoCA), Auditory Verbal Memory Test (AVMT), and Fatigue Scale-14 (FS-14) scores were extracted and aggregated, along with the scores of the Pittsburgh Sleep Quality Index (PSQI) and Insomnia Severity Index (ISI). Moderate-quality evidence showed that acupuncture therapies could not only significantly reduce insomnia severity but also enhance memory ability and relieve cognitive impairment. Low-quality evidence presented that acupuncture could improve sleep quality and reduce fatigue in patients with chronic primary insomnia. Although heterogeneity was observed across several synthesized outcomes, the results were robust.</p>
<sec>
<title>Systematic review registration</title>
<p>The research protocol was registered in PROSPERO (ID: CRD42023442722).</p>
</sec>
</abstract>
<kwd-group>
<kwd>acupuncture</kwd>
<kwd>daytime function</kwd>
<kwd>electroacupuncture</kwd>
<kwd>insomnia</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Science and Technology Commission of Shanghai Municipality</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100003399</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp1">23DZ1204002</award-id>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>National Natural Science Foundation of China</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100001809</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp2">81603697</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was funded by National Natural Science Foundation of China (Grant No. 81603697) and the Science and Technology Commission of Shanghai Municipality (Grant No. 23DZ1204002).</funding-statement>
</funding-group>
<counts>
<fig-count count="7"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="16"/>
<word-count count="8879"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sleep Disorders</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Insomnia is a prevalent public health problem, affecting over 20% of adults (<xref ref-type="bibr" rid="ref1">1</xref>). Its features include persistent difficulties in sleep initiation, sleep maintenance, and early awakenings (<xref ref-type="bibr" rid="ref2">2</xref>). These sleep problems could lead to multiple forms of daytime impairment (<xref ref-type="bibr" rid="ref3">3</xref>), such as fatigue, depressed mood or irritability, poor memory, and cognitive impairment (<xref ref-type="bibr" rid="ref4">4</xref>). These symptoms seriously affect patients&#x2019; work efficiency and quality of life, which are the main reasons patients seek treatment (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Currently, pharmacological therapy remains one of the main methods for managing insomnia (<xref ref-type="bibr" rid="ref6 ref7 ref8">6&#x2013;8</xref>). However, the existing approach may cause substantial risks as Z-drugs pose next-day impairment (<xref ref-type="bibr" rid="ref9">9</xref>) through the suppression of glymphatic activity (<xref ref-type="bibr" rid="ref10">10</xref>). In light of this, alternative therapies, which can relieve nighttime and daytime symptoms at the same time, are urgently needed.</p>
<p>Emerging evidence supports acupuncture as a promising alternative intervention. Existing meta-analyses (<xref ref-type="bibr" rid="ref11 ref12 ref13 ref14">11&#x2013;14</xref>) have confirmed the beneficial effects of various acupuncture-related therapies on primary and secondary insomnia. Nonetheless, these reviews have mainly focused on nighttime sleep indicators, such as the Pittsburgh Sleep Quality Index (PSQI), without assessing their impact on daytime function.</p>
<p>Therefore, this study aims to evaluate the efficacy of acupuncture on daytime symptoms of patients with insomnia and to provide evidence-based interventions for clinical practice.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Methods and materials</title>
<p>This review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The research protocol was registered in PROSPERO (ID: CRD42023442722).</p>
<sec id="sec3">
<label>2.1</label>
<title>Search strategy</title>
<p>Six databases, Embase, PubMed, Web of Science, CNKI, VIP Database, and Wanfang Database, were searched from their inception to 1 September 2025. Articles were limited to English and Chinese. The search strategy used Medical Subject Headings (MeSH) terms related to acupuncture and insomnia. <xref ref-type="table" rid="tab1">Table 1</xref> summarizes the complete PubMed search strategy. The same terminologies were used in the English and Chinese databases (see <xref ref-type="supplementary-material" rid="SM1">Supplementary material 1</xref>). Additionally, the Cochrane Central Register of Controlled Trials (CENTRAL), SinoMed, PROSPERO, and INPLASY databases were searched to identify relevant literature. Protocols, reviews, pilot studies, case reports, case series, editorials, surveys, animal experiments, notes, letters, and conference reports were excluded.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Search strategy (taking the PubMed database for example).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Number</th>
<th align="left" valign="top">Search items</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">#1</td>
<td align="left" valign="top">((((((&#x201C;Acupuncture&#x201D;[MeSH]) OR &#x201C;Acupuncture Points&#x201D; [MeSH]) OR &#x201C;Acupuncture Therapy&#x201D;[MeSH]) OR &#x201C;Dry Needling&#x201D;[MeSH]) OR &#x201C;Trigger Points&#x201D;[MeSH]) OR &#x201C;Meridians&#x201D;[MeSH])</td>
</tr>
<tr>
<td align="left" valign="top">#2</td>
<td align="left" valign="top">(((((((((((acupuncture[Title/Abstract])) OR (acupuncture points[Title/Abstract])) OR (acupuncture therapy[Title/Abstract])) OR (body acupuncture[Title/Abstract])) OR (coiling dragon needling[Title/Abstract])) OR (dermal needle[Title/Abstract])) OR (dry needling[Title/Abstract])) OR (Electro-acupuncture[Title/Abstract])) OR (point injection[Title/Abstract])) OR (trigger points[Title/Abstract])) OR (meridians[Title/Abstract])</td>
</tr>
<tr>
<td align="left" valign="top">#3</td>
<td align="left" valign="top">(((((((((((((((chronic insomnia[MeSH Terms]) OR (familial fatal, insomnia[MeSH Terms])) OR (chronic insomnia[MeSH Terms])) OR (primary insomnia[MeSH Terms])) OR (Disorders of Initiating and Maintaining Sleep[MeSH Terms])) OR (insomnia[MeSH Terms])) OR (early awakening[MeSH Terms])) AND (awakening, early[MeSH Terms])) OR (nonorganic insomnia[MeSH Terms])) OR (insomnia, nonorganic[MeSH Terms])) OR (transient insomnia[MeSH Terms])) OR (rebound insomnia[MeSH Terms])) OR (dysfunction, sleep initiation[MeSH Terms])) OR (sleeplessness[MeSH Terms])) OR (insomnia disorder[MeSH Terms])) OR (insomnia, psychophysiological[MeSH Terms])</td>
</tr>
<tr>
<td align="left" valign="top">#4</td>
<td align="left" valign="top">&#x201C;insomnia s&#x201D;[All Fields] OR &#x201C;sleep initiation and maintenance disorders&#x201D;[MeSH Terms] OR (&#x201C;sleep&#x201D;[All Fields] AND &#x201C;initiation&#x201D;[All Fields] AND &#x201C;maintenance&#x201D;[All Fields] AND &#x201C;disorders&#x201D;[All Fields]) OR &#x201C;sleep initiation and maintenance disorders&#x201D;[All Fields] OR &#x201C;insomnia&#x201D;[All Fields] OR &#x201C;insomnias&#x201D;[All Fields] OR (&#x201C;sleep wake disorders&#x201D;[MeSH Terms] OR (&#x201C;sleep&#x201D;[All Fields] AND &#x201C;wake&#x201D;[All Fields] AND &#x201C;disorders&#x201D;[All Fields]) OR &#x201C;sleep wake disorders&#x201D;[All Fields] OR (&#x201C;sleep&#x201D;[All Fields] AND &#x201C;disorder&#x201D;[All Fields]) OR &#x201C;sleep disorder&#x201D;[All Fields])</td>
</tr>
<tr>
<td align="left" valign="top">#5</td>
<td align="left" valign="top">#1 OR #2</td>
</tr>
<tr>
<td align="left" valign="top">#6</td>
<td align="left" valign="top">#3 OR #4</td>
</tr>
<tr>
<td align="left" valign="top">#7</td>
<td align="left" valign="top">#5 AND #6</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Inclusion and exclusion criteria</title>
<p>Inclusion criteria: (1) The study was a randomized controlled trial (RCT) that exclusively used either manual acupuncture or electroacupuncture as an experimental intervention, and used sham acupuncture, wait list control, or drugs as control intervention, (2) the participants were diagnosed with chronic insomnia according to published guidelines, (3) outcomes measured in the study should include at least either the PSQI or Insomnia Severity Index (ISI) score, and (4) the article was in either English or Chinese.</p>
<p>Exclusion criteria include the following: (1) non-comparative studies, (2) duplicate studies (3) studies focusing on secondary insomnia, and studies in which patients were diagnosed with cancer, anxiety, depression, or other psychological illnesses that may lead to secondary insomnia, (4) studies that compared the effects of different acupoints, or used other acupoints on the meridians without the effect of treating insomnia as a control, (5) studies that did not report the selected acupoints, (6) studies without available data on preoperative and postoperative outcomes or those outcomes that could not be calculated using a specific formula, and (7) studies that did not report the randomization process, and studies that did not report ethical statements or registration numbers.</p>
<p>There were no restrictions on sex, needle material, treatment course, or needle retention time.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Study identification and data extraction</title>
<p>After a systematic search, two authors (Peiqi Li and Qianwen Yang) conducted a preliminary screening of the titles, abstracts, and keywords using the Citation Management Software EndNote X9. Subsequently, potentially eligible full texts were obtained and read for article re-screening, and the data were cross-checked. Any disputes were settled by a third reviewer (Qinhui Fu) or by consensus between the two reviewers. When the studies needed to be excluded, the exclusion reasons were recorded. Subsequently, the two reviewers screened the text and extracted data from the eligible studies independently in duplicate, which are detailed in <xref ref-type="table" rid="tab2">Table 2</xref>. The extracted information is listed as follows: year of publication, author, sample size, sex, interventions, outcomes, acupoints selected, treatment frequency, and adverse effects. The missing data were obtained by the reviewers by inquiring with the authors of the original study via email.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Basic characteristics of includes articles.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Included studies</th>
<th align="center" valign="top" colspan="3">Control group</th>
<th align="center" valign="top" colspan="4">Experimental group</th>
<th align="center" valign="top" rowspan="2">Outcome measurements<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
</tr>
<tr>
<th align="center" valign="top">Sample size</th>
<th align="center" valign="top">Intervention</th>
<th align="center" valign="top">Frequency of treatment</th>
<th align="center" valign="top">Sample size</th>
<th align="center" valign="top">Intervention</th>
<th align="center" valign="top">Frequency of treatment</th>
<th align="center" valign="top">Acupoints</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Chung et al. (2018) (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">Waiting</td>
<td align="center" valign="middle">NA<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="middle">96</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">Three times a week for 3&#x202F;weeks</td>
<td align="center" valign="middle">PC6, HT7 and SP6, Sishencong, Anmian, and unilaterally at GV20 and GV29</td>
<td align="center" valign="middle">1,2,3,5,11, Sleep diary and actigraph measures, anxiety, depression, fatigue, sleepiness and functional measures, and MFI scores</td>
</tr>
<tr>
<td align="left" valign="middle">Das et al. (2022) (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">Sham acupuncture</td>
<td align="center" valign="middle">Daily 30&#x202F;min for 2&#x202F;weeks</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Daily 30&#x202F;min for 2&#x202F;weeks</td>
<td align="center" valign="middle">HT7, GV20, GV29</td>
<td align="center" valign="middle">1,5, subjective sleep quality, daytime dysfunction, sleep duration, sleep latency, sleep disturbance, habitual sleep efficiency</td>
</tr>
<tr>
<td align="left" valign="middle">Wu et al. (2023) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="center" valign="middle">45</td>
<td align="center" valign="middle">Medication: Estazolam (1&#x202F;mg)</td>
<td align="center" valign="middle">Nightly for 4&#x202F;weeks</td>
<td align="center" valign="middle">45</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Once a day, 6 times a week for 4&#x202F;weeks</td>
<td align="center" valign="middle">HT7, SP6, Sishencong</td>
<td align="center" valign="middle">1,6,10, mini-mental state examination (MMSE)</td>
</tr>
<tr>
<td align="left" valign="middle">Feng et al. (2020) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="center" valign="middle">45</td>
<td align="center" valign="middle">Sham acupuncture</td>
<td align="center" valign="middle">5 times a week, for 4&#x202F;weeks</td>
<td align="center" valign="middle">45</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Continued for 5 consecutive days, followed by 2&#x202F;days&#x2019; rest, for 4&#x202F;weeks</td>
<td align="center" valign="middle">HT7, SP6, GV20, KI6, BL62</td>
<td align="center" valign="middle">2,6,7, TST, SOL, SE, WASO, N1, N2, N3 and REM<xref ref-type="table-fn" rid="tfn3"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Id.</td>
<td align="center" valign="middle">45</td>
<td align="center" valign="middle">Medication: 1&#x2013;2&#x202F;mg estazolam (tablet)</td>
<td align="center" valign="middle">4&#x202F;weeks</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Wu et al. (2021) (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">Sham electroacupuncture</td>
<td align="center" valign="middle">Once every other day, three times a week, for 4&#x202F;weeks</td>
<td align="center" valign="middle">34</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">Once every other day, three times a week, for 4&#x202F;weeks</td>
<td align="center" valign="middle">&#x2460; HT7, GV20, GV29, SP6<break/>&#x2461; BL13, BL15, BL18, BL20, BL23</td>
<td align="center" valign="middle">1,8,9</td>
</tr>
<tr>
<td align="left" valign="middle">Wu et al. (2021) (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">Medication: 1&#x202F;mg of estazolam tablets</td>
<td align="center" valign="middle">Every night for 4&#x202F;weeks</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">Once every other day, three times a week for 4&#x202F;weeks</td>
<td align="center" valign="middle">HT7, GV20, GV24, GV29, SP6</td>
<td align="center" valign="middle">1,8, Serum GABA</td>
</tr>
<tr>
<td align="left" valign="middle">Cao et al. (2023) (<xref ref-type="bibr" rid="ref22">22</xref>)</td>
<td align="center" valign="middle">41</td>
<td align="center" valign="middle">Sham electroacupuncture</td>
<td align="center" valign="middle">5 times a week for 5&#x202F;weeks</td>
<td align="center" valign="middle">44</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">5 times a week for 5&#x202F;weeks</td>
<td align="center" valign="middle">HT7, GV20, SP6</td>
<td align="center" valign="middle">1,7, Athens Insomnia Scale</td>
</tr>
<tr>
<td align="left" valign="middle">Id.</td>
<td/>
<td/>
<td/>
<td align="center" valign="middle">43</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">5 times a week for 5&#x202F;weeks</td>
<td align="center" valign="middle">HT7</td>
<td align="center" valign="middle">1,7, Athens Insomnia Scale</td>
</tr>
<tr>
<td align="left" valign="middle">Ding et al. (2023) (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Medication: estazolam (1&#x202F;mg)</td>
<td align="center" valign="middle">Every day for 20&#x202F;days</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Every day for 20&#x202F;days</td>
<td align="center" valign="middle">HT7, GV20, SP6, KI6, BL62, Anmian</td>
<td align="center" valign="middle">1, TCM syndrome integral</td>
</tr>
<tr>
<td align="left" valign="middle">Huo et al. (2023) (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Sham acupuncture</td>
<td align="center" valign="middle">Once every other day, 3 times per week for 4&#x202F;weeks</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Once every other day, 3 times per week for 4&#x202F;weeks</td>
<td align="center" valign="middle">HT7, PC6, GV20, GV24, SP6, GB13, Sishencong</td>
<td align="center" valign="middle">1,9,10, DST, TMT</td>
</tr>
<tr>
<td align="left" valign="middle">Liu et al. (2024) (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">Medication: 1&#x202F;mg of lorazepam tablets</td>
<td align="center" valign="middle">Every night for 4&#x202F;weeks.</td>
<td align="center" valign="middle">49</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">5 consecutive days a week for 4&#x202F;weeks.</td>
<td align="center" valign="middle">GV20, HT7, SP6, BL62, KI5, BL15, BL23</td>
<td align="center" valign="middle">1,7, Stroop Color-Word Test, Stroop Interference Effect</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang et al. (2024) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="center" valign="middle">53</td>
<td align="center" valign="middle">Sham acupuncture</td>
<td align="center" valign="middle">Once every other day for 4&#x202F;weeks, with a total of 14 times.</td>
<td align="center" valign="middle">51</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Once every other day for 4&#x202F;weeks, with a total of 14 times.</td>
<td align="center" valign="middle">BL15, BL20, HT7, SP6, BL62, KI5, ST36, Anmian</td>
<td align="center" valign="middle">1,9, Hyperarousal scale, Heart Rate Variability</td>
</tr>
<tr>
<td align="left" valign="middle">Guan et al. (2019) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="center" valign="middle">39</td>
<td align="center" valign="middle">Medication: Estazolam (1&#x2013;2&#x202F;mg)</td>
<td align="center" valign="middle">Every night for 4&#x202F;weeks</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Treated 3 times a week for 4&#x202F;weeks.</td>
<td align="center" valign="middle">RN12, RN10, RN6, RN4, Sishencong, GV29, GV20, GV24</td>
<td align="center" valign="middle">1,2,4</td>
</tr>
<tr>
<td align="left" valign="middle">Wang et al. (2019) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">Medication: Estazolam (1&#x202F;mg)</td>
<td align="center" valign="middle">Every night for 4&#x202F;weeks continuously</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Treated every day for 4&#x202F;weeks.</td>
<td align="center" valign="middle">GV20, HT7, SP6, BL62, KI6, Anmian (EX_HN)</td>
<td align="center" valign="middle">1,4</td>
</tr>
<tr>
<td align="left" valign="middle">Id.</td>
<td/>
<td/>
<td/>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">Yinyang Ruyin manual acupuncture</td>
<td align="center" valign="middle">Treated every day for 4&#x202F;weeks.</td>
<td align="center" valign="middle">DU20, PC6, SJ5, BL21, RN12, KI6</td>
<td align="center" valign="middle">1,4</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang et al. (2019) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="middle">90</td>
<td align="center" valign="middle">Medication: Estazolam (1&#x202F;mg)</td>
<td align="center" valign="middle">Every night for 3&#x202F;weeks continuously</td>
<td align="center" valign="middle">90</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">Treated every day for 3&#x202F;weeks.</td>
<td align="center" valign="middle">GV 20, Sishencong, Anmian, PC 6, HT 7, ST 36, SP 6, LR 2 and LR 3</td>
<td align="center" valign="middle">1, TST, waking time, and non-rapid eye movement and REM</td>
</tr>
<tr>
<td align="left" valign="middle">Yeung et al. (2009) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Sham electroacupuncture</td>
<td align="center" valign="middle">3 time per week for 3&#x202F;weeks</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">3 time per week for 3&#x202F;weeks</td>
<td align="center" valign="middle">Yintang (EX-HN3), GV20, bilateral ear Shenmen, Sishencong, and Anmian</td>
<td align="center" valign="middle">1,2,11, SOL, WASO, TST, SE, Sheehan Disability Index, the Credibility of Treatment Rating Scale</td>
</tr>
<tr>
<td align="left" valign="middle">Wang et al. (2021) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">Sham electroacupuncture</td>
<td align="center" valign="middle">Once every other day, 3 times per week for 4&#x202F;weeks</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">Once every other day, 3 times per week for 4&#x202F;weeks</td>
<td align="center" valign="middle">HT7, DU20, SP6, GV29, BL15, BL23</td>
<td align="center" valign="middle">1, 10, Serum concentrations of MT and DA</td>
</tr>
<tr>
<td align="left" valign="middle">Yu LJ et al. (2024) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="middle">34</td>
<td align="center" valign="middle">Medication: Estazolam (1&#x202F;mg)</td>
<td align="center" valign="middle">Every night for 4&#x202F;weeks continuously</td>
<td align="center" valign="middle">33</td>
<td align="center" valign="middle">Electroacupuncture</td>
<td align="center" valign="middle">6 consecutive days a week for 4&#x202F;weeks</td>
<td align="center" valign="middle">GB20, Gongxuexue, GV20, LR3, SP6</td>
<td align="center" valign="middle">1, Auditory Verbal Memory Test (AVMT), TCM syndrome integral, IL-1&#x03B2;, IL-6, IL-8</td>
</tr>
<tr>
<td align="left" valign="middle">Liu L et al. (2025) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">Medication: Estazolam (1&#x202F;mg)</td>
<td align="center" valign="middle">Every night for 4&#x202F;weeks continuously</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">Manual acupuncture</td>
<td align="center" valign="middle">6 consecutive days a week for 4&#x202F;weeks</td>
<td align="center" valign="middle">GB20, GB13, HT7, SP6</td>
<td align="center" valign="middle">1, PSG, 5-HT, DA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>1- Pittsburgh Sleep Quality Index score (PSQI), 2- Insomnia Severity Index (ISI), 3- Self-Rating Depression Scale (SDS), 4- Total effective rate, 5- Epworth Sleepiness Scale (ESS), 6- Auditory Verbal Memory Test (AVMT), 7- Polysomnography (PSG), 8- Cortisol (CORT) levels, 9- Fatigue Scale-14 (FS-14), 10- Montreal Cognitive Assessment (MoCA), 11- Hospital Anxiety and Depression Scales (HADS).</p>
</fn>
<fn id="tfn2">
<label>b</label>
<p>NA, not applicable.</p>
</fn>
<fn id="tfn3">
<label>c</label>
<p>TST, total sleep time; SOL, sleep onset latency; WASO, wake after sleep onset; SE, sleep efficiency; N1, N2, N3: non-rapid eye movement period; and REM, rapid eye movement period.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Risk of bias assessment</title>
<p>This assessment was performed by the two reviewers (Peiqi Li and Qianwen Yang) independently using version 2 of the Cochrane tool for assessing the Risk of Bias (RoB2) in randomized trials. The randomization process, deviations from intended interventions, missing outcome data, outcome measurement, and selection of reported results were the five factors used to assess the risk of bias.</p>
<p>All the studies were classified into &#x201C;low risk of bias,&#x201D; or &#x201C;high risk of bias,&#x201D; or &#x201C;unclear.&#x201D; Possible disagreements were settled by the third reviewer (Qinhui Fu).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Data synthesis</title>
<p>Review Manager Software (RevMan, version 5.4) was utilized for all statistical analyses. The primary outcomes were the PSQI and ISI scores. To adhere to the Cochrane unit-of-analysis guidance, we used only one pair of comparisons to conduct the pairwise meta-analysis. The preliminary input rules were as follows: (1) when there were two kinds of experiment intervention, we would choose single acupuncture or usual acupuncture rather than acupuncture with special manipulations or acupoints, introducing less heterogeneity, and (2) when there were two kinds of control intervention, we would primarily choose drugs rather than sham acupuncture or waiting list, in order to better present the difference between acupuncture and the conventional pharmacological therapy. As for secondary outcomes, four neurobehavioral assessment tools were selected to evaluate different daytime symptoms: (1) Epworth Sleepiness Scale (ESS) is used to quantifying drowsiness tendencies in different daytime situations, (2) Auditory Verbal Memory Test (AVMT) could measure four hippocampal-dependent memory consolidation critical for daytime cognitive performance, (3) Montreal Cognitive Assessment (MoCA), recognized for its high diagnostic sensitivity and clinical feasibility, serves as a gold standard brief cognitive screening tool across for overall cognitive function, and (4) Fatigue Scale-14 (FS-14) is chosen to quantify the severity of fatigue, indirectly reflecting the quality and recovery effect of sleep at night. Other outcomes, such as cortisol (CORT) level and total effective rate, were also recorded if reported. Quantitative data, such as sample size, were extracted from all the eligible RCTs, as well as means and standard deviation values of outcome measurements (PSQI and ISI scores) after treatment in each group. We exclusively extracted data from the earliest post-treatment time-point (usually immediately after the completion of the treatment intervention). If a study reported results of multiple post-treatment or follow-up time-points, data from the earliest one were prioritized. Standardized mean difference (SMD), mean difference (MD), and 95% confidence intervals (CIs) were used for the efficacy analysis of continuous variables.</p>
<p>Note that when there were no direct data on mean value and standard deviation, we calculated them through the size, first quartile, median, and third quartile of the sample using a statistical formula (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>The statistical heterogeneity of the results was evaluated using the <italic>I</italic><sup>2</sup> test, and then a fixed or random-effect model would be applied accordingly. Additional analyses (e.g., sensitivity analysis and subgroup analysis) were executed to identify potential sources of heterogeneity and assess the suitability of using a random-effects model. Furthermore, evaluations of subgroups were carried out to look into heterogeneity pertaining to the intervention, treatment duration, number of acupoints used, treatment frequency, diagnostic criteria, age range, and article quality. Two methods were used to test the interactions between the factors: (1) qualitative assessment: an interaction was probably absent if each subgroup&#x2019;s 95% CI overlapped; and (2) quantitative assessment: an interaction was probably absent if the subgroup difference was greater than 0.05.</p>
<p>In addition, funnel plots were employed to evaluate potential bias in the RCTs encompassed in this review when the total number of trials included was more than or equal to 10. When heterogeneity larger than 50% was referred to a random-effects model application, the RevMan software was unable to generate funnel plots with 95% CI lines. Therefore, Stata 13.1 software was utilized to generate the corresponding funnel plot. The publication bias was deemed low if both sides of the funnel plots were balanced.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Quality of evidence assessment</title>
<p>The quality of evidence was assessed and classified into four levels: high, moderate, low, and very low quality, according to the Grading of Recommendations Assessment, Development, and Evaluation (GRADE). The evidence quality was assessed separately by two authors using the Guideline Development Tool (GRADEpro GDT). Disagreements were settled through additional discussion.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3</label>
<title>Results</title>
<sec id="sec10">
<label>3.1</label>
<title>Literature retrieval</title>
<p>In <xref ref-type="fig" rid="fig1">Figure 1</xref>, the diagram illustrates that 5,037 studies were found across the six databases. Ninety-one replications were removed, and no grey literature was added. Based on titles, keywords, and abstracts, 4,560 articles were excluded, including reviews, case reports and series, protocols, animal experiments, letters, surveys, and commentaries. The articles that did not focus on insomnia were excluded (<italic>n</italic>&#x202F;=&#x202F;712). In the remaining articles, participants with insomnia caused or complicated by cancer or psychological problems (<italic>n</italic>&#x202F;=&#x202F;77), studies that did not use acupuncture as the exclusive treatment for the intervention group (<italic>n</italic>&#x202F;=&#x202F;956), and articles not published in English or Chinese (<italic>n</italic>&#x202F;=&#x202F;12) were excluded. The complete texts of the remaining 386 studies were acquired and subsequently evaluated; 368 studies were eliminated due to the specified reasons: no ISI or PSQI measurements (<italic>n</italic>&#x202F;=&#x202F;78), did not report acupoints used (<italic>n</italic>&#x202F;=&#x202F;203), and no ethical statement or registration was reported (<italic>n</italic>&#x202F;=&#x202F;87). Finally, 18 randomized controlled trials that satisfied the criteria for inclusion were ultimately incorporated into the meta-analysis.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flowchart illustrating the process of literature retrieval.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">PRISMA flow diagram illustrating study selection: 5,037 records identified, 91 duplicates removed, 4,946 screened. After exclusion, 396 full-text articles assessed, 368 excluded for specific criteria, 18 studies included in meta-analysis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec11">
<label>3.2</label>
<title>Article characteristics</title>
<p>Totally, 1,767 patients were included from the 18 RCTs (<xref ref-type="bibr" rid="ref17 ref18 ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27 ref28 ref29 ref30 ref31 ref32 ref33 ref34 ref35">17&#x2013;35</xref>). Four of the studies were published in English, and 14 in Chinese. Participants were identified as having insomnia based on either the third edition of the International Classification of Sleep Disorders (ICSD-3) or the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5). In each study, the participants&#x2019; characteristics (age, sex, and other parameters) at baseline were balanced between the treatment and control groups (<xref ref-type="table" rid="tab2">Table 2</xref>). The interventions were manual acupuncture in 11 studies and electroacupuncture in the other 7 studies. The comparators included no treatment (waiting list), sham (electro-) acupuncture, and medication. In these trials, the course of treatment varied from 2 to 5&#x202F;weeks, and each treatment lasted approximately 30&#x202F;min. The treatment frequency of acupuncture and electroacupuncture was either once a day or once every other day, while that of drug therapy was generally every night.</p>
</sec>
<sec id="sec12">
<label>3.3</label>
<title>Quality evaluation</title>
<p>Randomization was applied in all 18 included studies. The results showed a low risk of deviation from the intended interventions. The lack of missing outcome data degrades the risk of bias. Regarding outcome measurements, five studies raised concerns about missing outcome data owing to dropouts. Almost all trials blinded the outcome assessors to the participants&#x2019; interventions. The risk of selection of the reported results was low. The results of the risk of bias assessment for all included studies are illustrated in <xref ref-type="fig" rid="fig2">Figures 2</xref>, <xref ref-type="fig" rid="fig3">3</xref>. In general, 13 studies were of low risk, whereas 5 exhibited some concern.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Results of the RoB2 assessment.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Risk of bias summary table for multiple studies with five domains labeled D1 to D5 and an overall rating column. Domains include randomization process, deviations, missing data, outcome measurement, and result selection. Legend explains green as low risk, yellow as some concerns, and red as high risk. Most circles are green, indicating low risk, with yellow circles for some concerns in measurement of the outcome and overall categories.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Risk of bias diagram.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar chart comparing risk of bias across six categories. Most categories show predominantly low risk (green), with overall bias and measurement of the outcome showing some concerns (yellow). No high risk observed.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec13">
<label>3.4</label>
<title>Results of main outcome measurements</title>
<sec id="sec14">
<label>3.4.1</label>
<title>Result of meta-analysis of PSQI total scores</title>
<p>The PSQI was used to assess insomnia in 17 studies. Totally, 1,392 patients comprising 732 in the experimental group and 660 in the control group were sorted (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The heterogeneity result was <italic>p</italic> &#x003C;&#x202F;0.05, <italic>I</italic><sup>2</sup> =&#x202F;91%. Thus, a random-effects model was administered to calculate the synthesized std. mean difference. The meta-analysis revealed that acupuncture can significantly improve the PSQI global score when assessed by the PSQI scores after treatment (SMD&#x202F;=&#x202F;-1.33, 95% CI:[&#x2212;1.73, &#x2212;1.93], <italic>p</italic> &#x003C;&#x202F;0.05) (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The result of the Begg&#x2019;s test was Pr&#x202F;&#x003E;&#x202F;|z|&#x202F;=&#x202F;0.039&#x202F;&#x003C;&#x202F;0.05, while that of the Egger&#x2019;s test was <italic>P</italic> &#x003E;&#x202F;|t|&#x202F;=&#x202F;0.058&#x202F;&#x003C;&#x202F;0.05. These calculations suggest the presence of publication bias, and the results should be interpreted with cautious.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Synthetic data of PSQI total scores.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing standard mean differences with 95% confidence intervals for 18 studies comparing experimental and control groups. Most studies favor the experimental group, with overall effect size of -1.33.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<label>3.4.2</label>
<title>Outcome of PSQI subscale scores</title>
<p>Eleven articles reported scores of PSQI subscales, including the subjective sleep quality, sleep latency, sleep duration, and sleep disturbances. In total, there were 421 patients in the acupuncture group and 418 in the control group.</p>
<p>When synthesized by random-effects, the result illustrated that acupuncture could significantly:</p>
<list list-type="bullet">
<list-item>
<p>Improve subjective sleep quality (SMD&#x202F;=&#x202F;&#x2212;1.18, 95%CI: &#x2212;1.63 to &#x2212;0.74, <italic>p</italic> &#x003C;&#x202F;0.05, I<sup>2</sup> =&#x202F;87%) (<xref ref-type="fig" rid="fig5">Figure 5A</xref>).</p>
</list-item>
<list-item>
<p>Decrease sleep latency (SMD&#x202F;=&#x202F;&#x2212;0.63, 95%CI: &#x2212;1.03 to &#x2212;0.22, <italic>p</italic> &#x003C;&#x202F;0.05, I<sup>2</sup> =&#x202F;86%) (<xref ref-type="fig" rid="fig5">Figure 5B</xref>).</p>
</list-item>
<list-item>
<p>Prolong sleep duration (SMD&#x202F;=&#x202F;&#x2212;0.84, 95%CI: &#x2212;1.41 to &#x2212;0.27, <italic>p</italic> &#x003C;&#x202F;0.05, I<sup>2</sup> =&#x202F;92%) (<xref ref-type="fig" rid="fig5">Figure 5C</xref>).</p>
</list-item>
<list-item>
<p>Improve habitual sleep efficiency (SMD&#x202F;=&#x202F;&#x2212;0.76, 95CI%: &#x2212;1.09 to &#x2212;0.43, <italic>p</italic> &#x003C;&#x202F;0.05, I<sup>2</sup> =&#x202F;79%) (<xref ref-type="fig" rid="fig5">Figure 5D</xref>).</p>
</list-item>
<list-item>
<p>Reduce sleep disturbance (SMD&#x202F;=&#x202F;&#x2212;0.53, 95CI%: &#x2212;0.87 to &#x2212;0.19, <italic>p</italic> &#x003C;&#x202F;0.05, I<sup>2</sup> =&#x202F;78%) (<xref ref-type="fig" rid="fig5">Figure 5E</xref>).</p>
</list-item>
<list-item>
<p>Reduce daytime dysfunction (SMD&#x202F;=&#x202F;&#x2212;1.18, 95CI%: &#x2212;1.51 to &#x2212;0.84, <italic>p</italic> &#x003C;&#x202F;0.05, I<sup>2</sup> =&#x202F;80%) (<xref ref-type="fig" rid="fig5">Figure 5F</xref>).</p>
</list-item>
</list>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Synthetic data of PSQI subscale scores. <bold>(A)</bold> Subjective sleep quality. <bold>(B)</bold> Sleep latency. <bold>(C)</bold> Sleep duration. <bold>(D)</bold> Habitual sleep efficiency. <bold>(E)</bold> Sleep disturbance. <bold>(F)</bold> Daytime dysfunction.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Six forest plots (A&#x2013;F) display meta-analyses of different PSQI subscale scores. Most individual studies favored the experimental group, and the overall effect sizes in all six forest plots were statistically significant and positive.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec16">
<label>3.4.3</label>
<title>Outcome of synthesized ISI scores</title>
<p>Four studies reported ISI scores. Totally, 211 patients were treated by acupuncture, and 146 were in the non-acupuncture group. Substantial heterogeneity existed (<italic>p&#x202F;&#x003C;</italic> 0.05, <italic>I</italic><sup>2</sup> =&#x202F;93%); therefore, a random-effects model was applied. The pooled result indicated that acupuncture has a significant effect compared to control interventions (MD&#x202F;=&#x202F;&#x2212;1.83, 95% CI: &#x2212;3.65 to &#x2212;0.01, <italic>p</italic> =&#x202F;0.05) (<xref ref-type="fig" rid="fig6">Figure 6</xref>) in relieving insomnia.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Synthesized result of ISI scores.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing mean differences between experimental and control groups across four studies, with summary weights, confidence intervals, and overall mean difference of -1.83. High heterogeneity is indicated with I squared equal to 93%.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec17">
<label>3.5</label>
<title>Exploration of the source of heterogeneity</title>
<sec id="sec18">
<label>3.5.1</label>
<title>Analyzing the heterogeneity among PSQI total scores</title>
<p>To assess the stability of the results, we ran a sensitivity analysis in which one study was removed each time, and the pooled estimate was calculated again for the rest of the included studies. When removing the article written by Chung KF et al. (<xref ref-type="bibr" rid="ref17">17</xref>), the heterogeneity reduced a little, from 91 to 81%. The results of the included studies were all positive and set on the same side of the forest plot. Therefore, the different levels of effectiveness may be the main source of heterogeneity. The results of the influence analysis of PSQI scores implied that the effect of each individual study on the pooled estimate was relatively small, and in general, the results of our study were relatively robust and credible.</p>
<p>Subgroup analyses were conducted with respect to intervention and gender distribution. However, the heterogeneity of these subgroups was greater than 50%, so these factors were not the source of heterogeneity. In addition, we used Stata 13.1 to manage the meta-regression and further analyze the confounding factors. Meta regression analysis (<xref ref-type="table" rid="tab3">Table 3</xref>) proved no significant correlations between the pooled therapeutic effects and covariate factors, such as control intervention, experimental intervention, number of acupoints used, treatment frequency, gender distribution, age range, or article quality. Only when the articles were sorted according to different diagnostic criteria did one of the subgroup heterogeneities decrease to about 16.8%, identifying this factor as the source of between-study variability. Additionally, the meta regression analysis revealed a correlation between the treatment duration and the pooled result (<italic>p</italic> &#x003C;&#x202F;0.05). By sorting the included articles according to different treatment durations ranging from 2 to 5&#x202F;weeks, the heterogeneity could be reduced. After sorting and further calculation, each pooled effect was still statistically significant, meaning stable positive results.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Results of subgroup analysis and meta-regression.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Covariate factors</th>
<th align="center" valign="top">Std. Err.</th>
<th align="center" valign="top"><italic>p</italic></th>
<th align="center" valign="top">95% CI-L</th>
<th align="center" valign="top">95% CI-U</th>
<th align="center" valign="top">Subgroup heterogeneity</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Control intervention</td>
<td align="center" valign="top">0.4301007</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">&#x2212;1.479562</td>
<td align="center" valign="top">0.3539144</td>
<td align="center" valign="top">&#x003E;79.3%</td>
</tr>
<tr>
<td align="left" valign="middle">Experimental intervention</td>
<td align="center" valign="top">0.636543</td>
<td align="center" valign="top">0.88</td>
<td align="center" valign="top">&#x2212;1.454249</td>
<td align="center" valign="top">1.25927</td>
<td align="center" valign="top">&#x003E;85.2%</td>
</tr>
<tr>
<td align="left" valign="middle">Treatment duration</td>
<td align="center" valign="top">0.4335937</td>
<td align="center" valign="top">0.005</td>
<td align="center" valign="top">0.508928</td>
<td align="center" valign="top">2.357294</td>
<td align="center" valign="top">&#x003E;78.8%</td>
</tr>
<tr>
<td align="left" valign="middle">Number of acupoints used</td>
<td align="center" valign="top">0.6634194</td>
<td align="center" valign="top">0.943</td>
<td align="center" valign="top">&#x2212;1.462619</td>
<td align="center" valign="top">1.365471</td>
<td align="center" valign="top">&#x003E;81.5%</td>
</tr>
<tr>
<td align="left" valign="middle">Treatment frequency</td>
<td align="center" valign="top">0.6445849</td>
<td align="center" valign="top">0.92</td>
<td align="center" valign="top">&#x2212;1.307713</td>
<td align="center" valign="top">1.440087</td>
<td align="center" valign="top">&#x003E;84.4%</td>
</tr>
<tr>
<td align="left" valign="middle">Gender distribution</td>
<td align="center" valign="top">0.4753323</td>
<td align="center" valign="top">0.291</td>
<td align="center" valign="top">&#x2212;0.4934108</td>
<td align="center" valign="top">1.532883</td>
<td align="center" valign="top">&#x003E;90.3%</td>
</tr>
<tr>
<td align="left" valign="middle">Diagnostic criteria</td>
<td align="center" valign="top">0.3141569</td>
<td align="center" valign="top">0.132</td>
<td align="center" valign="top">&#x2212;1.169625</td>
<td align="center" valign="top">0.1695944</td>
<td align="center" valign="top">&#x003E;16.8%</td>
</tr>
<tr>
<td align="left" valign="middle">Age range</td>
<td align="center" valign="top">0.3150388</td>
<td align="center" valign="top">0.077</td>
<td align="center" valign="top">&#x2212;0.0726495</td>
<td align="center" valign="top">1.270329</td>
<td align="center" valign="top">&#x003E;81.7%</td>
</tr>
<tr>
<td align="left" valign="middle">Article quality</td>
<td align="center" valign="top">0.7063342</td>
<td align="center" valign="top">0.699</td>
<td align="center" valign="top">&#x2212;1.784201</td>
<td align="center" valign="top">1.22683</td>
<td align="center" valign="top">&#x003E;85.7%</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In summary, the diagnostic criteria and the treatment duration were the two main sources of heterogeneity, even though they would not affect the general meta-evidence that acupuncture was significantly effective for enhancing the PSQI total score.</p>
</sec>
<sec id="sec19">
<label>3.5.2</label>
<title>Sensitivity analysis of PSQI subscale scores</title>
<p>Each article was extracted individually to enable the calculation of heterogeneity and the effective size of the remaining studies to conduct sensitivity analysis.</p>
<p>When Guan et al.&#x2019; s (<xref ref-type="bibr" rid="ref28">28</xref>) article was removed, the heterogeneity among the scores of subjective sleep quality decreased from 87 to 71%, and the overall effect was still statistically significant, meaning firm positive results support acupuncture&#x2019;s therapeutic effects. The control intervention caused the heterogeneity in this study. This study was the only one that allowed patients to take more than 1&#x202F;mg of estazolam, while in other studies, only 1&#x202F;mg of estazolam per night was utilized as the control intervention.</p>
<p>For the subscale scores of sleep latency, sleep duration, and habitual sleep efficiency, sensitivity analysis could only decrease about 5% of the heterogeneity. The major heterogeneity came from the extremely effective report from the article by Pranab Das (<xref ref-type="bibr" rid="ref21">21</xref>).</p>
<p>The source of heterogeneity in the sleep disturbances subscale was caused by the outstanding effectiveness of Liu Y&#x2019;s article (<xref ref-type="bibr" rid="ref26">26</xref>), and the I<sup>2</sup> could be decreased to 65% after removing this article.</p>
<p>In the aspect of the daytime dysfunction subscale, the heterogeneity was caused by the outstanding effectiveness of Pranab Das et al.&#x2019;s article (<xref ref-type="bibr" rid="ref21">21</xref>), and the I<sup>2</sup> could be decreased to 63% after removing this article. However, the synthesized result was still concrete that acupuncture was effective for improving daytime function.</p>
</sec>
<sec id="sec20">
<label>3.5.3</label>
<title>Exploring the source of heterogeneity in the ISI data</title>
<p>In the case of the substantial heterogeneity (<italic>I</italic><sup>2</sup> =&#x202F;93%) of ISI scores, sensitivity analyses were performed to determine the source of robustness of the synthesized outcomes. After removing the outstanding favorable data of the study by Chung et al. (<xref ref-type="bibr" rid="ref17">17</xref>), the heterogeneity decreased to 45%. However, the statistical significance of the pool effect size was lost (<italic>p</italic> =&#x202F;0.06), indicating that the current evidence is limited. Therefore, caution is warranted in interpreting these results, and future research with larger sample sizes is needed.</p>
</sec>
</sec>
<sec id="sec21">
<label>3.6</label>
<title>Secondary outcome syntheses</title>
<p>When enough data of the same measurement were reported in more than one study, they were extracted and are shown in <xref ref-type="table" rid="tab4">Table 4</xref>. Meta-calculations were then performed using RevMan 5.4 software.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Summary of secondary outcomes.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Outcome measurement</th>
<th align="center" valign="top">Study</th>
<th align="center" valign="top">Statistical results reported in the article</th>
<th align="center" valign="top">Results of meta calculation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">ESS</td>
<td align="center" valign="middle">Chung et al. (2018) (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
<td align="center" valign="middle" rowspan="2">NA</td>
</tr>
<tr>
<td align="center" valign="middle">Das et al. (2022) (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">AVMT</td>
<td align="center" valign="middle">Wu et al. (2023) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
<td align="center" valign="middle" rowspan="3">Instant memory: I<sup>2</sup> =&#x202F;87%, <italic>p</italic> &#x003C;&#x202F;0.05, MD [95% CI]: 4.65 [2.25, 7.06]<break/>Short delayed-recall: I<sup>2</sup> =&#x202F;0%, <italic>p</italic> &#x003C;&#x202F;0.05, MD [95% CI]: 1.35 [1.01, 1.69]<break/>Long delayed-recall: I<sup>2</sup> =&#x202F;0%, <italic>p</italic> &#x003C;&#x202F;0.05, MD [95% CI]: 1.14 [0.78, 1.50]<break/>Delayed recognition: I<sup>2</sup> =&#x202F;70%, <italic>p</italic> &#x003C;&#x202F;0.05, MD [95% CI]: 2.55 [1.58, 3.52]</td>
</tr>
<tr>
<td align="center" valign="middle">Feng et al. (2020) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="center" valign="middle">Yu LJ et al. (2024) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">CORT</td>
<td align="center" valign="middle">Wu et al. (2021) (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003E;&#x202F;0.05</td>
<td align="center" valign="middle" rowspan="2">NA</td>
</tr>
<tr>
<td align="center" valign="middle">Wu et al. (2021) (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">FS-14</td>
<td align="center" valign="middle">Huo et al. (2023) (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
<td align="center" valign="middle" rowspan="3">I<sup>2</sup> =&#x202F;89%, <italic>p</italic> &#x003C;&#x202F;0.05, MD [95% CI]: &#x2212;3.00 [&#x2212;4.69, &#x2212;1.32]</td>
</tr>
<tr>
<td align="center" valign="middle">Wu et al. (2021) (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="center" valign="middle">Zhang et al. (2024) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Total effective rate</td>
<td align="center" valign="middle">Guan et al. (2019) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003E;&#x202F;0.05</td>
<td align="center" valign="middle" rowspan="4">I<sup>2</sup> =&#x202F;85%, <italic>p</italic> &#x003C;&#x202F;0.05, OR [95% CI]: 2.83 [1.79, 4.48]</td>
</tr>
<tr>
<td align="center" valign="middle">Wang et al. (2019) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="center" valign="middle">Zhang XL et al. (2019) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="center" valign="middle">Yu LJ et al. (2024) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">MoCA</td>
<td align="center" valign="middle">Huo et al. (2023) (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
<td align="center" valign="middle" rowspan="3">I<sup>2</sup> =&#x202F;0%, <italic>p</italic> &#x003C;&#x202F;0.05, MD [95% CI]: 1.37 [1.01, 1.73]</td>
</tr>
<tr>
<td align="center" valign="middle">Wu et al. (2023) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
<tr>
<td align="center" valign="middle">Wang XQ et al. (2021) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="middle"><italic>p</italic> &#x003C;&#x202F;0.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>ESS, Epworth sleepiness scale; AVMT, auditory verbal memory test; CORT, cortisol level; FS-14, Fatigue Scale-14; MoCA, Montreal Cognitive Assessment; MD, mean difference; CI, confidence interval; OR, odds ratio.</p>
</table-wrap-foot>
</table-wrap>
<p>The synthesized data showed that acupuncture therapy had significant curative effects when measured using four subscales of AVMT (instant memory, delayed recognition, short delayed recall, and long delayed recall), FS-14, total effective rate, and MoCA. Nevertheless, the heterogeneity of some results was generally high, so these results should be interpreted cautiously.</p>
<p>Original data of CORT and ESS scores were not reported in the included articles, preventing a meta-analysis. Accordingly, we extracted the reported <italic>p</italic>-values and summarized them in the table above to provide a general overview.</p>
</sec>
<sec id="sec22">
<label>3.7</label>
<title>Adverse effects</title>
<p>Among the included studies, seven studies reported negative events and the exact number of patients who experienced them (see <xref ref-type="table" rid="tab5">Table 5</xref>). The most common event was a subcutaneous hematoma, predominantly in the acupuncture intervention groups. Drug-related effects emerged, such as thirst and lethargy, in the medication control groups. The majority of events were mild to moderate in severity, indicating a favorable overall safety profile for the interventions studied. In these studies, there were no withdrawals from the study owing to adverse effects.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Adverse effects reported.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Intervention of control group</th>
<th align="left" valign="top">Studies</th>
<th align="left" valign="top">Control group</th>
<th align="left" valign="top">Treatment group</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="4">Sham(electro-) acupuncture</td>
<td align="left" valign="top">Feng et al. (2020) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">2 (subcutaneous hematoma and fainted during acupuncture treatment)</td>
<td align="left" valign="top">1 (subcutaneous hematoma)</td>
</tr>
<tr>
<td align="left" valign="top">Wu et al. (2021) (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="left" valign="top">1 (fatigue)</td>
<td align="left" valign="top">2 (1 subcutaneous hematoma, and 1 regional pain)</td>
</tr>
<tr>
<td align="left" valign="top">Cao et al. (2023) (<xref ref-type="bibr" rid="ref22">22</xref>)</td>
<td align="left" valign="top">3 (abnormal feeling after acupuncture)</td>
<td align="left" valign="top">10 (6 abnormal feeling after acupuncture, and 4 subcutaneous hematoma)</td>
</tr>
<tr>
<td align="left" valign="top">Yeung et al. (2009) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="top">3 (1 headache, 1 hand numbness, 1 worsening of insomnia)</td>
<td align="left" valign="top">4 (2 headache, 1 subject developed hand numbness, and 1 subcutaneous hematoma)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Medication</td>
<td align="left" valign="top">Wu et al. (2023) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="top">2 (thirst)</td>
<td align="left" valign="top">3 (subcutaneous hematoma)</td>
</tr>
<tr>
<td align="left" valign="top">Feng et al. (2020) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">2 (headache and lethargy)</td>
<td align="left" valign="top">1 (subcutaneous hematoma)</td>
</tr>
<tr>
<td align="left" valign="top">Ding et al. (2023) (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="left" valign="top">1 (drug dependence)</td>
<td align="left" valign="top">1 (fainted during acupuncture treatment)</td>
</tr>
<tr>
<td align="left" valign="top">Yu LJ et al. (2024) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="top">2 (headache and sicchasia)</td>
<td align="left" valign="top">3 (subcutaneous hematoma)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Other than the above six studies, Chung et al. (<xref ref-type="bibr" rid="ref17">17</xref>) also reported the adverse events, but without the exact number of each incident. The study reported that the total number of adverse events was 260, of which 243 were mild, 14 moderate, and 3 severe, with the incidence rate of any negative event being 62%. The top three adverse events were acupoint bruising (26.6%), headache and other pain events (21.4%), and needle site pain (17.7%). Moreover, 2.1 and 3.6% of the participants in the acupuncture treatment group and combination therapy groups, respectively, dropped out because of adverse events. The authors of that study emphasized that all reported events were mild and the treatments were deemed safe and acceptable to patients.</p>
</sec>
<sec id="sec23">
<label>3.8</label>
<title>Overall quality of outcome evidences</title>
<p>The evidence for the quality of the synthesized results was assessed by the GRADE process (<xref ref-type="fig" rid="fig7">Figure 7</xref>). Evidence of moderate quality supported that acupuncture could improve ISI, AVMT, and MoCA scores. In contrast, the evidence of acupuncture improving PSQI and FS-14 scores was of low quality.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Summary of findings (SoF) generated by GRADE.</p>
</caption>
<graphic xlink:href="fneur-17-1752313-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Summary table comparing acupuncture versus other interventions for daytime dysfunction in insomnia patients, detailing five outcome scales: PSQI, ISI, AVTM, FS-14, and MoCA. Each outcome is assessed for risk of bias, inconsistency, imprecision, other considerations. The sample size and effect size are presented, alongside GRADE quality ratings. Results favors the acupuncture intervention, and the quality of evidence ranged from critically low to moderate across outcomes.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec24">
<label>4</label>
<title>Discussion</title>
<p>Our meta-analysis encompassing 1,767 patients showed that acupuncture could decrease PSQI scores and ISI scores, which meant an improvement in insomnia symptoms. This coincides with previous meta-analyses (<xref ref-type="bibr" rid="ref11 ref12 ref13">11&#x2013;13</xref>) that acupuncture could improve sleep quality, sleep initiation, sleep stability, and sleep efficiency, thereby reducing the general insomnia severity.</p>
<p>The daytime function of insomnia patients was measured by four indexes: AVMT, MoCA, FS-14, and ESS. The enhancement of these scores suggests that acupuncture functions not merely as a simple intervention for difficulty falling asleep but as a holistic therapy that addresses the interconnected cluster of daytime issues. The observed benefits may be linked to its multi-pathway regulatory effects. Our synthesized results of AVMT implied that acupuncture potentially improves sleep-dependent memory processes (<xref ref-type="bibr" rid="ref36">36</xref>), a notion supported by clinical evidence showing acupuncture can enhance memory performance in insomnia patients alongside increasing the proportion of N3 (slow-wave) sleep (<xref ref-type="bibr" rid="ref37">37</xref>), which is critical for memory consolidation (<xref ref-type="bibr" rid="ref38">38</xref>). The improvement in general cognitive state measured by the MoCA scale may be attributed to its potential to modulate key neurotransmitters and hormones. Preliminary evidence suggests it may influence gamma-aminobutyric acid (GABA) level (<xref ref-type="bibr" rid="ref39">39</xref>) and cortisol rhythm (<xref ref-type="bibr" rid="ref20">20</xref>). On one hand, acupuncture could elevate GABA levels and modulate GABA receptor activity (<xref ref-type="bibr" rid="ref40 ref41 ref42">40&#x2013;42</xref>), thereby stabilizing the non-rapid eye movement (NREM) sleep. More specifically, acupuncture prolongs the N3 stage of sleep (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), which theoretically could extend the temporal window for glymphatic system activity (<xref ref-type="bibr" rid="ref43 ref44 ref45">43&#x2013;45</xref>). The glymphatic system facilitates the exchange of cerebrospinal fluid (CSF) with interstitial fluid within the brain parenchyma (<xref ref-type="bibr" rid="ref46">46</xref>) and enhances intracranial substance metabolism. This theoretically enhanced brain-waste-clearance process is hypothesized to contribute to the improved neural function and cognition, including memory. On the other hand, acupuncture could help adjust the cortisol level alignment with the sleep&#x2013;wake cycle (<xref ref-type="bibr" rid="ref47">47</xref>, <xref ref-type="bibr" rid="ref48">48</xref>). By lowering nocturnal cortisol levels, acupuncture may potentially reduce suppression of the hippocampus and prefrontal cortex, supporting cognitive functions, such as memory, attention, decision-making, and emotional regulation (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref50">50</xref>).</p>
<p>Moreover, our results of decreased FS-14 scores implied that acupuncture could reduce insomnia-related fatigue. The possible pathways may be that acupuncture could increase cortisol levels in the daytime (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref50">50</xref>), leading to a lesser sense of fatigue (<xref ref-type="bibr" rid="ref51">51</xref>). Acupuncture could inhibit the high protein expression levels of pro-inflammatory factors IL-1&#x03B2;, IL-6, and TNF-<italic>&#x03B1;</italic> in the hippocampus, which occurred under the fatigue condition (<xref ref-type="bibr" rid="ref52">52</xref>), thereby improving the microenvironment of the brain and relieving fatigue symptoms. With less emergence and more relief of fatigue, patients&#x2019; daytime performance could be improved.</p>
<p>Additionally, our systematic review of ESS scores implied that acupuncture could reduce drowsiness tendency in the daytime, which is similar to the previous literature (<xref ref-type="bibr" rid="ref14">14</xref>). A potential mechanism involves the adjustment of serotonin (5-HT), a key neurotransmitter that adjusts the cycles of alertness and sleepiness (<xref ref-type="bibr" rid="ref53">53</xref>). Acupuncture could increase the 5-HT level in the daytime (<xref ref-type="bibr" rid="ref33">33</xref>) so that the alertness is increased and the drowsiness is reduced, bringing a clearer mind state to insomnia patients.</p>
<p>To sum, acupuncture could improve sleep quality and daytime dysfunction at the same time, regardless of the type of acupuncture, or patients&#x2019; gender or age. This positions acupuncture as a suitable intervention for a broad range of patients, including specific populations such as athletes, perimenopausal women, and older adults, who seek enhanced daytime cognition and neural function. Acupuncture therapies are more feasible and accessible even in the community, so we hope these insights advocate for integrating acupuncture into clinical practices, offering a promising non-pharmacological approach to personalized management of insomnia and its related comorbidities.</p>
<p>While this study provides moderate-quality evidence supporting acupuncture for insomnia-related daytime dysfunction, several limitations warrant consideration and frame future research directions. First, the heterogeneity of the included studies is inevitable, reflecting diversity in real-world acupuncture protocols (e.g., diagnostic criteria, acupoint selection, stimulation techniques, and treatment frequency) and in the studied insomnia populations themselves. Stratifying studies by diagnostic criteria (e.g., DSM-5, ICSD-3) could substantially reduce heterogeneity. This indicates that variability in treatment response is partly attributable to diagnostic precision, with stricter criteria defining a more homogeneous cohort. Consequently, clinicians must consider individual patient characteristics alongside the overall positive effect when making clinical decisions.</p>
<p>Second, the generalizability of our findings is constrained by the predominance of Chinese trials and the limited duration of follow-up in the majority of the included trials. Therefore, future research is recommended to prioritize multi-center trials with larger, more diverse populations, longer follow-up periods, and standardized treatment and reporting protocols to confirm efficacy and enhance generalizability. Moreover, blinding challenges in acupuncture trials may also inflate effect estimates. Thus, it is encouraged to apply rigorous assessment of patient blinding efficacy to disentangle genuine therapeutic effects from placebo responses.</p>
<p>The above mechanistic pathways discussed, while plausible and informed by existing literature, remain preliminary and require validation through integrated neurobiological and clinical studies. Furthermore, mechanistic insights would be strengthened by integrating objective outcome measurements, including glymphatic imaging, functional magnetic resonance imaging (fMRI), functional near-infrared spectroscopy (fNIRS), and molecular proxies of metabolic waste clearance. It would also be valuable for future studies to situate acupuncture within the broader landscape of non-pharmacological neuromodulation by including comparative effectiveness research with other emerging interventions, such as transcutaneous auricular vagus nerve stimulation (<xref ref-type="bibr" rid="ref54">54</xref>), which has also shown promise in improving sleep scales. Finally, the cost-effectiveness of acupuncture therapies versus other therapies deserves further research.</p>
</sec>
<sec sec-type="conclusions" id="sec25">
<label>5</label>
<title>Conclusion</title>
<p>This meta-analysis positions acupuncture as a multifaceted intervention for chronic primary insomnia, suggesting potential benefits for both nocturnal disturbances and daytime impairment. The measurements of daytime function, memory, cognition, and nighttime sleep quality mutually corroborate acupuncture&#x2019;s therapeutic role. The findings demonstrate consistency in directionality and effect magnitude. However, these findings must be interpreted with caution, given the low-to-moderate quality of some of the evidence.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec26">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="author-contributions" id="sec27">
<title>Author contributions</title>
<p>PL: Software, Formal analysis, Writing &#x2013; original draft, Data curation, Conceptualization. QY: Writing &#x2013; original draft, Data curation, Conceptualization. JP: Resources, Conceptualization, Project administration, Writing &#x2013; review &#x0026; editing, Funding acquisition. CV: Methodology, Writing &#x2013; review &#x0026; editing, Resources, Investigation. LZ: Validation, Methodology, Writing &#x2013; review &#x0026; editing, Supervision, Investigation. JM: Project administration, Writing &#x2013; review &#x0026; editing, Resources, Formal analysis, Methodology, Conceptualization. QF: Conceptualization, Resources, Funding acquisition, Project administration, Writing &#x2013; review &#x0026; editing, Supervision.</p>
</sec>
<sec sec-type="COI-statement" id="sec28">
<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="sec29">
<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="sec30">
<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="sec31">
<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.2026.1752313/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fneur.2026.1752313/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"/>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.PDF" id="SM3" mimetype="application/pdf" 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="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2146536/overview">Jieying Zhang</ext-link>, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2024990/overview">Xianpeng Xu</ext-link>, Quzhou City People's Hospital, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3101385/overview">Helen Michaela De Oliveira</ext-link>, Universidade Federal de Mato Grosso do Sul, Brazil</p>
</fn>
</fn-group>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>AVMT</term>
<def>
<p>auditory verbal memory test</p>
</def>
</def-item>
<def-item>
<term>CBT-i</term>
<def>
<p>Cognitive Behavioral Therapy for Insomnia</p>
</def>
</def-item>
<def-item>
<term>CENTRAL</term>
<def>
<p>Cochrane Central Register of Controlled Trials</p>
</def>
</def-item>
<def-item>
<term>CI</term>
<def>
<p>confidence interval</p>
</def>
</def-item>
<def-item>
<term>CORT</term>
<def>
<p>cortisol level</p>
</def>
</def-item>
<def-item>
<term>CSF</term>
<def>
<p>cerebrospinal fluid</p>
</def>
</def-item>
<def-item>
<term>DSM-5</term>
<def>
<p>the Diagnostic and Statistical Manual of Mental Disorders</p>
</def>
</def-item>
<def-item>
<term>ESS</term>
<def>
<p>Epworth sleepiness scale</p>
</def>
</def-item>
<def-item>
<term>FS-14</term>
<def>
<p>Fatigue Scale-14</p>
</def>
</def-item>
<def-item>
<term>GABA</term>
<def>
<p>gamma-aminobutyric acid</p>
</def>
</def-item>
<def-item>
<term>GRADE</term>
<def>
<p>Grading of Recommendations Assessment, Development and Evaluation</p>
</def>
</def-item>
<def-item>
<term>GRADEpro GDT</term>
<def>
<p>Guideline Development Tool</p>
</def>
</def-item>
<def-item>
<term>HPA</term>
<def>
<p>hypothalamic - pituitary - adrenal</p>
</def>
</def-item>
<def-item>
<term>ICSD-3</term>
<def>
<p>International Classification of Sleep Disorders</p>
</def>
</def-item>
<def-item>
<term>ISI</term>
<def>
<p>Insomnia Severity Index</p>
</def>
</def-item>
<def-item>
<term>MeSH</term>
<def>
<p>Medical Subject Headings</p>
</def>
</def-item>
<def-item>
<term>MMSE</term>
<def>
<p>mini-mental state examination</p>
</def>
</def-item>
<def-item>
<term>MoCA</term>
<def>
<p>Montreal Cognitive Assessment</p>
</def>
</def-item>
<def-item>
<term>MD</term>
<def>
<p>mean difference</p>
</def>
</def-item>
<def-item>
<term>NREM</term>
<def>
<p>non-rapid eye movement</p>
</def>
</def-item>
<def-item>
<term>OR</term>
<def>
<p>odd ratio</p>
</def>
</def-item>
<def-item>
<term>PSQI</term>
<def>
<p>Pittsburgh Sleep Quality Index</p>
</def>
</def-item>
<def-item>
<term>RCT</term>
<def>
<p>randomized controlled trial</p>
</def>
</def-item>
<def-item>
<term>RoB2</term>
<def>
<p>version 2 of the Cochrane tool for assessing the Risk of Bias</p>
</def>
</def-item>
<def-item>
<term>SMD</term>
<def>
<p>Standardized mean difference</p>
</def>
</def-item>
<def-item>
<term>SoF</term>
<def>
<p>Summary of Findings</p>
</def>
</def-item>
<def-item>
<term>TENS</term>
<def>
<p>transcutaneous electrical nerve stimulation</p>
</def>
</def-item>
<def-item>
<term>5-HT</term>
<def>
<p>serotonin</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>