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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2021.730322</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Neuroimaging Studies of Acupuncture on Low Back Pain: A Systematic Review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wen</surname> <given-names>Qiao</given-names></name>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1384480/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ma</surname> <given-names>Peihong</given-names></name>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1131201/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Dong</surname> <given-names>Xiaohui</given-names></name>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Ruirui</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Lan</surname> <given-names>Lei</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/953249/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yin</surname> <given-names>Tao</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/741002/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Qu</surname> <given-names>Yuzhu</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Yalan</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Xiao</surname> <given-names>Qingqing</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zeng</surname> <given-names>Fang</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/660707/overview"/>
</contrib>
</contrib-group>
<aff><institution>Acupuncture and Tuina School, Acupuncture and Brain Science Research Center, Chengdu University of Traditional Chinese Medicine</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Man Li, Huazhong University of Science and Technology, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yan Bai, Henan Provincial People&#x00027;s Hospital, China; Ling-Li Zeng, National University of Defense Technology, China; Sheng-Feng Lu, Nanjing University of Chinese Medicine, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Fang Zeng <email>zeng_fang&#x00040;126.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Perception Science, a section of the journal Frontiers in Neuroscience</p></fn>
<fn fn-type="equal" id="fn002"><p>&#x02020;These authors have contributed equally to this work and share first authorship</p></fn></author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>15</volume>
<elocation-id>730322</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Wen, Ma, Dong, Sun, Lan, Yin, Qu, Liu, Xiao and Zeng.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wen, Ma, Dong, Sun, Lan, Yin, Qu, Liu, Xiao and Zeng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p><bold>Objectives:</bold> This study was conducted in order to investigate the study design and main outcomes of acupuncture neuroimaging studies on low back pain (LBP).</p>
<p><bold>Methods:</bold> Neuroimaging studies of acupuncture on LBP were collected from three English databases such as PubMed and four Chinese databases such as China National Knowledge Infrastructure (CNKI) from inception to December 31, 2020. Study selection, data extraction, and assessment of risk of bias were performed independently by two investigators. The quality of studies was appraised with the Cochrane&#x00027;s risk of bias tools. Information on basic information, methodology, and brain imaging data were extracted.</p>
<p><bold>Results:</bold> The literature search returned 310 potentially eligible studies and 19 articles met inclusion criteria; 78.9% of studies chose manual acupuncture as the intervention, 89.5% of studies evaluated functional changes elicited by acupuncture, and 68.4% of studies used resting-state fMRI as imaging condition. The most frequently reported acupuncture-induced brain alterations of LBP patients were in the prefrontal cortex, insula, cerebellum, primary somatosensory cortex, and anterior cingulate cortex. There was a significant correlation between improved clinical outcomes and changes in the brain.</p>
<p><bold>Conclusions:</bold> The results suggested that improving abnormal structure and functional activities in the brain of the LBP patient is an important mechanism of acupuncture treatment for LBP. The brain regions involved in acupuncture analgesia for LBP were mainly located in the pain matrix, default mode network (DMN), salience network (SN), and descending pain modulatory system (DPMS). However, it was difficult to draw a generalized conclusion due to the heterogeneity of study designs. Further well-designed multimodal neuroimaging studies investigating the mechanism of acupuncture on LBP are warranted.</p></abstract>
<kwd-group>
<kwd>acupuncture</kwd>
<kwd>neuroimaging</kwd>
<kwd>fMRI</kwd>
<kwd>low back pain</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<contract-num rid="cn001">81973960</contract-num>
<contract-num rid="cn002">2019JDTD0011</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<contract-sponsor id="cn002">Department of Science and Technology of Sichuan Province<named-content content-type="fundref-id">10.13039/501100004829</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="12"/>
<word-count count="8642"/>
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</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Low back pain (LBP) is a common disorder defined as the pain between the lower rib margins and the buttock creases (Kreiner et al., <xref ref-type="bibr" rid="B22">2020</xref>). The lifetime and mean point prevalence of LBP were around 40 and 20%, respectively (Hoy et al., <xref ref-type="bibr" rid="B11">2012</xref>; Calvo-Mu&#x000F1;oz et al., <xref ref-type="bibr" rid="B1">2013</xref>). LBP is the leading cause of disability that accounts for around 60.1 million years lived with disability (YLD) globally, and affects people of all ages (GBD 2016 Disease Injury Incidence Prevalence Collaborators, <xref ref-type="bibr" rid="B9">2017</xref>). As an effective and safe therapy, acupuncture has been widely used for LBP. Many systematic reviews indicate that acupuncture is effective in relieving pain and improving function in LBP patients (Xu et al., <xref ref-type="bibr" rid="B50">2013</xref>; Chou et al., <xref ref-type="bibr" rid="B5">2017</xref>; Fuentes et al., <xref ref-type="bibr" rid="B8">2020</xref>; Su et al., <xref ref-type="bibr" rid="B43">2021</xref>). Since the first acupuncture neuroimaging study for LBP published in 2007 (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>), there has been a surge of interest in investigating the therapeutic mechanism that underpins acupuncture treatment for LBP with neuroimaging technologies.</p>
<p>In the past 14 years, around 20 acupuncture neuroimaging studies for LBP have been published. These studies provide visualized and real-time evidence for understanding the mechanism of acupuncture treatment for LBP. However, the methodology issues of these studies greatly differed from each other. For example, some studies selected manual acupuncture (MA) as acupuncture modality, while others used electroacupuncture (EA). Some studies were performed with resting-state fMRI (rs-fMRI), while others with the task-state fMRI (ts-fMRI). Some focused on the functional changes elicited by acupuncture, while others centered on the structural alterations resulting from acupuncture. Therefore, this review aimed to (1) analyze the methodology issues of the published acupuncture neuroimaging studies on LBP, (2) summarize the core brain regions involved in acupuncture analgesia for LBP, and (3) provide references for future studies and the application of the neuroimaging results in the clinic.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec>
<title>Literature Search</title>
<p>The following seven databases were searched from inception to December 31, 2020: PubMed, EMBASE, Cochrane database, China National Knowledge Infrastructure (CNKI), Chinese Biomedical Literature (CBM), Chongqing VIP Database (VIP, Chinese Database), and Wanfang Database (WF, Chinese Database). The language was restricted to English or Chinese. The keywords were a combination of &#x0201C;low back pain,&#x0201D; &#x0201C;acupuncture,&#x0201D; and &#x0201C;neuroimaging technologies.&#x0201D; The search strategy for each of the electronic databases queried is shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>. Additional studies were found by screening references of included articles and relevant reviews.</p>
</sec>
<sec>
<title>Eligibility Criteria</title>
<p>Studies were eligible for inclusion if they (1) were peer-reviewed original research conducted in LBP patients, (2) applied acupuncture as the intervention, and (3) used structural and functional magnetic resonance imaging (sMRI, fMRI), positron emission tomography (PET), electroencephalography (EEG), and functional near-infrared spectroscopy (fNIRS), etc.</p>
<p>We excluded the experimental pain model, conference abstracts, case reports, protocols, animal study, monograph, and reviews.</p>
</sec>
<sec>
<title>Study Selection, Data Extraction, and Assessment of Risk of Bias</title>
<p>Study selection, data extraction, and assessment of risk of bias were performed independently by two investigators (XD and YQ). Two Cochrane&#x00027;s risk of bias tools (Sterne et al., <xref ref-type="bibr" rid="B41">2016</xref>, <xref ref-type="bibr" rid="B42">2019</xref>) were utilized for evaluating the risk of bias of included randomized controlled trials (RCTs) and non-RCTs, respectively. Discrepancies were addressed by discussion or consulting a third party (PM).</p>
<p>For the eligible studies, we retrieved the following: (1) basic information: first author&#x00027;s name, year of publication, country, and diagnosis; (2) methodology: characteristics and sample size of participants, study design, acupuncture intervention (treatment courses, acupoints, manipulation modality, and needle sensation), imaging modality, and analysis methods; and (3) brain imaging data.</p>
</sec>
<sec>
<title>Synthesis of Results</title>
<p>There is a great difference in the methodology issues of the included studies, and a meta-analysis was considered inappropriate. A descriptive analysis was presented to summarize (1) the brain alterations of LBP patients, (2) acupuncture-induced brain alterations, (3) brain functional alterations induced by MA and EA, and (4) acupuncture-related brain activities in resting-state and task-state fMRI.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Study Selection and Description</title>
<p>The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flow diagram (Page et al., <xref ref-type="bibr" rid="B35">2021</xref>) of literature search and screening process is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. A total of 310 results were yielded from the databases. After deduplication and screening phases, 19 studies (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>) between 2007 and 2020 were incorporated in this review (<xref ref-type="table" rid="T1">Table 1</xref>). Among the articles, 14 studies were performed in China (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), three were conducted in the USA (Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), and two were conducted in South Korea (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>). Five kinds of diseases were involved in these studies: chronic low back pain (Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), non-specific low back pain (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>), lumbar disc herniation (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>), sciatica (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), and low back and leg pain (Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>The flow diagram of literature search and screening process.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-15-730322-g0001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Characteristics of the included studies.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>No</bold>.</th>
<th valign="top" align="left"><bold>Author (year) country</bold></th>
<th valign="top" align="left"><bold>Diseases</bold></th>
<th valign="top" align="left"><bold>Design</bold></th>
<th valign="top" align="center"><bold><italic>N</italic> (intervention/control)</bold></th>
<th valign="top" align="center"><bold>Age</bold></th>
<th valign="top" align="left"><bold>Treatment courses</bold></th>
<th valign="top" align="left"><bold>Intervention/control (acupoints)</bold></th>
<th valign="top" align="left"><bold>Manipulation modality</bold></th>
<th valign="top" align="left"><bold>Needle sensation</bold></th>
<th valign="top" align="left"><bold>Imaging modality</bold></th>
<th valign="top" align="left"><bold>Analytical approaches</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Ji et al. (<xref ref-type="bibr" rid="B14">2007</xref>) China</td>
<td valign="top" align="left">Sciatica</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">32&#x02013;45</td>
<td valign="top" align="left">30 min</td>
<td valign="top" align="left">(A) Affected leg <break/>(B) Healthy leg (GB34, GB39)</td>
<td valign="top" align="left">EA</td>
<td valign="top" align="left">Not Depicted</td>
<td valign="top" align="left">ts-fMRI</td>
<td valign="top" align="left">Brain activation</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Junhai et al. (<xref ref-type="bibr" rid="B17">2008</xref>) China</td>
<td valign="top" align="left">Low back and leg pain</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">32&#x02013;45</td>
<td valign="top" align="left">30 min</td>
<td valign="top" align="left">(A) Palm temperature increased B) Palm temperature decreased (GB34, GB39)</td>
<td valign="top" align="left">EA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">ts-fMRI</td>
<td valign="top" align="left">Brain activation</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Yongsong et al. (<xref ref-type="bibr" rid="B53">2011</xref>) China</td>
<td valign="top" align="left">Lumbar disc herniation</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">20 (10/10)</td>
<td valign="top" align="center">35&#x02013;69</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">(A) Patients <break/>(B) HC (the lumbago acupoint)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">Voxel-wise FC</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Li et al. (<xref ref-type="bibr" rid="B26">2012</xref>) China</td>
<td valign="top" align="left">Chronic sciatica</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">20 (10/10)</td>
<td valign="top" align="center">32&#x02013;45</td>
<td valign="top" align="left">22 d</td>
<td valign="top" align="left">(A) Patients (acupoint selection by syndrome differentiation) B) HC</td>
<td valign="top" align="left">EA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ICA</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Li et al. (<xref ref-type="bibr" rid="B27">2014</xref>) China</td>
<td valign="top" align="left">Chronic low back pain</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">30 (20/10)</td>
<td valign="top" align="center">LBP 38.1 &#x000B1; 6.4 HC 37.7 &#x000B1; 5.1</td>
<td valign="top" align="left">30 min</td>
<td valign="top" align="left">(A) Patients (BL23, ashi point, GV3, BL40 and KI3) <break/>(B) HC</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ICA, correlation with VAS</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Jialiang et al. (<xref ref-type="bibr" rid="B15">2014</xref>) China</td>
<td valign="top" align="left">Lumbar disc herniation</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">15 (7/8)</td>
<td valign="top" align="center">35&#x02013;75</td>
<td valign="top" align="left">25 min</td>
<td valign="top" align="left">(A) Balanced acupuncture (the lumbago acupoint) <break/>(B) Body acupuncture (BL25, BL26, ashi point)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ReHo</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Guoqiang et al. (<xref ref-type="bibr" rid="B10">2014</xref>) China</td>
<td valign="top" align="left">Lumbar disc herniation</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">55&#x02013;70</td>
<td valign="top" align="left">3 min 45 s</td>
<td valign="top" align="left">(A) Acupuncture (GB41)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">ts-fMRI</td>
<td valign="top" align="left">Brain activation</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Tao et al. (<xref ref-type="bibr" rid="B45">2015</xref>) China</td>
<td valign="top" align="left">Lumbar disc herniation</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">30 (14/16)</td>
<td valign="top" align="center">30&#x02013;70</td>
<td valign="top" align="left">20 min</td>
<td valign="top" align="left">(A) Balanced acupuncture (the lumbago acupoint) <break/>(B) Body acupuncture (BL25, BL26, ashi point)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ReHo</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Yijun et al. (<xref ref-type="bibr" rid="B52">2017</xref>) China</td>
<td valign="top" align="left">L5 nerve root pain</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">20&#x02013;65</td>
<td valign="top" align="left">3 min</td>
<td valign="top" align="left">(A) Acupuncture (gentong 2)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI and ts-fMRI</td>
<td valign="top" align="left">Brain activation</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Lin and Xianmo (<xref ref-type="bibr" rid="B29">2017</xref>) China</td>
<td valign="top" align="left">Lumbar disc herniation</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">92 (42/50)</td>
<td valign="top" align="center">25&#x02013;60</td>
<td valign="top" align="left">15 min</td>
<td valign="top" align="left">(A) Yaosanzhen acupuncture (BL23, BL25, BL40) <break/>(B) Body acupuncture (BL25, BL26, ashi point)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ReHo</td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">Makary et al. (<xref ref-type="bibr" rid="B33">2018</xref>) South Korea</td>
<td valign="top" align="left">Non-specific low back pain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">56 (33/23)</td>
<td valign="top" align="center">38.4 &#x000B1; 12.7</td>
<td valign="top" align="left">7 min</td>
<td valign="top" align="left">(A) Verum <break/>(B) Phantom acupuncture (ST36, SP11, SP13)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">ts-fMRI</td>
<td valign="top" align="left">Brain activation, correlation with ANS response, belief in acupuncture effectiveness, VAS, and MASS Index</td>
</tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">Tu et al. (<xref ref-type="bibr" rid="B48">2019</xref>) USA</td>
<td valign="top" align="left">Chronic low back pain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">50 (24/26)</td>
<td valign="top" align="center">Verum 39.0 &#x000B1; 12.6 Sham 40.0 &#x000B1; 13.7</td>
<td valign="top" align="left">4 w</td>
<td valign="top" align="left">(A) Verum (GV3, BL23, BL40, KI3, ashi points) <break/>(B) Sham (non-acupoints treated by a Streitberger placebo acupuncture needle)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ROI-wise FC, MVPA</td>
</tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">Xiang et al. (<xref ref-type="bibr" rid="B49">2019</xref>) China</td>
<td valign="top" align="left">Chronic low back pain</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">18&#x02013;65</td>
<td valign="top" align="left">8 min</td>
<td valign="top" align="left">(A) Verum (ankle zone 5) <break/>(B) Sham (tactile stimulation)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Not deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ALFF/fALFF, correlation with VAS</td>
</tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">Lee et al. (<xref ref-type="bibr" rid="B24">2019</xref>)South Korea</td>
<td valign="top" align="left">Non-specific low back pain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">56 (33/23)</td>
<td valign="top" align="center">38.4 &#x000B1; 12.7</td>
<td valign="top" align="left">7 min</td>
<td valign="top" align="left">(A) Verum <break/>(B) Phantom acupuncture (ST36, SP11, SP13)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ICA, correlation with VAS</td>
</tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">Yan et al. (<xref ref-type="bibr" rid="B51">2019</xref>) China</td>
<td valign="top" align="left">Chronic low back pain</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">57 (16/16/25)</td>
<td valign="top" align="center">LBP 46.4 &#x000B1; 10.0 HC 40.0 &#x000B1; 9.8</td>
<td valign="top" align="left">4 w</td>
<td valign="top" align="left">(A) Kidney deficiency patients <break/>(B) Non-kidney deficiency patients (acupoint selection by syndrome differentiation) C) HC</td>
<td valign="top" align="left">EA</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ReHo</td>
</tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">Yu et al. (<xref ref-type="bibr" rid="B54">2020</xref>) USA</td>
<td valign="top" align="left">Chronic low back pain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">54 (14/13/14/13)</td>
<td valign="top" align="center">18&#x02013;60</td>
<td valign="top" align="left">15 min</td>
<td valign="top" align="left">(A) &#x0201C;Augmented context&#x0201D; (interaction with the acupuncturist) verum <break/>(B) &#x0201C;Limited context&#x0201D; (converse with patients as little as possible) verum (GV3, BL23, BL40, KI3, ashi points) (C) &#x0201C;Augmented context&#x0201D; sham D) &#x0201C;Limited context&#x0201D; sham (non-acupoints treated by a Streitberger placebo acupuncture needle)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ROI-wise FC, correlation with VAS</td>
</tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">Liu et al. (<xref ref-type="bibr" rid="B30">2020</xref>) China</td>
<td valign="top" align="left">Chronic sciatica</td>
<td valign="top" align="left">Non-RCT</td>
<td valign="top" align="center">27 (12/15)</td>
<td valign="top" align="center">35&#x02013;85</td>
<td valign="top" align="left">4 w</td>
<td valign="top" align="left">(A) Patients (acupoint selection by syndrome differentiation) <break/>(B) HC</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">ReHo/Voxel-wise FC, correlation between VAS, SBI, and RDQS</td>
</tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left">Kim et al. (<xref ref-type="bibr" rid="B18">2020</xref>) USA</td>
<td valign="top" align="left">Chronic low back pain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">128 (18/18/19/23/50)</td>
<td valign="top" align="center">18&#x02013;60</td>
<td valign="top" align="left">4 w</td>
<td valign="top" align="left">(A) Verum (GV3, BL23, BL40, KI3, ashi points) <break/>(B) Sham (using a Streitberger placebo acupuncture needle) (C) Mock laser acupuncture (D) usual care E) HC</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Not depicted</td>
<td valign="top" align="left">VBM, DTI</td>
<td valign="top" align="left">GMV, FA</td>
</tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left">Lan et al. (<xref ref-type="bibr" rid="B23">2020</xref>) China</td>
<td valign="top" align="left">L5 nerve root pain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">40 (20/20)</td>
<td valign="top" align="center">18&#x02013;60</td>
<td valign="top" align="left">1 w</td>
<td valign="top" align="left">(A) Acupuncture 1 (gentong 2) <break/>(B) Lumbar traction &#x0002B; acupuncture 2 (acupoint selection by syndrome differentiation)</td>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">Deqi</td>
<td valign="top" align="left">DTI</td>
<td valign="top" align="left">AD, FA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>AD, axial diffusivity; ANS, autonomic nervous system; (f)ALFF, (functional) amplitude of low-frequency fluctuations; d, day; DTI, diffusion tensor imaging; EA, electroacupuncture; FA, fractional anisotropy; FC, functional connectivity; HC, healthy controls; ICA, independent component analysis; LBP, low back pain; MA, manual acupuncture; MASS, Massachusetts general hospital acupuncture sensation scale; min, minute; MVPA, multivariate pattern analysis; n, number; RCT: randomized controlled trial; ReHo, regional homogeneity; rs-fMRI, resting-state fMRI; s, second; SBI, sciatica bothersomeness index; sham, sham acupuncture; ts-fMRI, task-state fMRI; VAS, visual analog scale; VBM, voxel-based morphometry; verum, verum acupuncture; w, week</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Details of Methodology</title>
<sec>
<title>Participants</title>
<p>A total of 613 LBP patients and 120 healthy controls (HC) were investigated. Six studies (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>) compared LBP patients and HC, while the remaining 13 studies (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>) only recruited patients. Thirteen studies included LBP patients between 18 and 85 years of age, and the mean age of patients in the other six studies (in which the age range was not reported) ranged from 25.7 to 56.4 years. Eighteen studies described the gender of the patients (289 female and 280 male). One study (Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>) did not mention the gender of the patients. In the six studies that compared LBP patients and HC, the maximum and minimum sample sizes of LBP/HC were 23/50 and 10/10 per group, respectively. The average sample size of LBP/HC was 16/20 per group. In the 13 studies that only recruited patients, the maximum and minimum sample sizes were 50 and 7 per group, respectively. The average sample size of LBP was 20 per group.</p>
</sec>
<sec>
<title>Study Design</title>
<p>Nine RCTs and 10 non-RCTs were involved in these studies. The control groups in RCTs mainly included sham acupuncture (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), different acupoints (Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>), and usual care (Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>). Among the studies that compared verum acupuncture with sham acupuncture, the sham acupuncture methods included (1) phantom acupuncture (watched a recorded video clip of a verum stimulation to avoid any somatosensory afference) (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>), (2) Streitberger placebo acupuncture needle at sham acupoints (Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), (3) Streitberger placebo acupuncture needle at acupoints (Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>), and (4) mock laser acupuncture (Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>). Among the studies that compared different acupoints, LBP patients were randomly assigned into two different acupoints groups (balanced acupuncture/body acupuncture, yaosanzhen acupuncture/body acupuncture) (Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>).</p>
</sec>
<sec>
<title>Details of Interventions</title>
<p>Fifteen studies used MA, while four trials used EA. Thirteen studies focused on the instant effect of acupuncture, and the duration of stimulation was from 3 to 30 min (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>). Six studies focused on the cumulative effect of acupuncture, and the treatment courses were from 1 to 8 weeks (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>). Four studies chose single acupoint (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>), two studies used two acupoints (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>), nine studies applied a combination of three or more acupoints (Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), and four chose acupoints by syndrome differentiation (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>). The most frequently used acupoints were ashi points, BL23, BL40, and BL25 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>). Eleven studies emphasized the needle sensation (Deqi) during acupuncture stimulation (Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>).</p>
</sec>
<sec>
<title>Imaging Condition and Analysis</title>
<p>Magnetic resonance imaging (MRI) was applied in all studies to measure neuronal activity and brain structure in LBP patients treated by acupuncture.</p>
<p>Two studies evaluated structure changes. One study employed the single modality of diffusion tensor imaging (DTI) to investigate fractional anisotropy (FA) and axial diffusivity (AD) (Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>). One study combined DTI and voxel-based morphology to explore both gray matter volume (GMV) and FA (Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>).</p>
<p>Seventeen studies evaluated functional changes. One study combined resting and task-state fMRI (Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>). Five studies used ts-fMRI (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>). Three studies were performed with a block design (Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Sterne et al., <xref ref-type="bibr" rid="B41">2016</xref>, <xref ref-type="bibr" rid="B42">2019</xref>). Two studies were performed with event-related experimental paradigm (Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>). The needle is stimulated continuously for a duration from 45 s to 2 min during two to five blocks.</p>
<p>Thirteen studies (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>) used rs-fMRI to evaluate regional homogeneity (ReHo) (five studies) (Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), functional connectivity (FC) (four studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), independent component analysis (ICA) (three studies) (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>), and amplitude of low-frequency fluctuations/fractional amplitude of low-frequency fluctuations (ALFF/fALFF) (one study) (Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>), one of which used machine learning approaches to predict acupuncture treatment responses (Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>).</p>
</sec>
<sec>
<title>Results of Risk-of-Bias Assessments</title>
<p>The results of risk-of-bias assessments are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 2</xref>, <xref ref-type="supplementary-material" rid="SM1">3</xref>.</p>
<p>Of the nine RCTs, two studies were rated as &#x0201C;low&#x0201D; overall risks of bias (Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>), whereas seven studies were rated as &#x0201C;some concerns&#x0201D; of overall risks of bias due to concerns regarding the randomization process (Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>) and missing outcome data (Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>).</p>
<p>Of the 10 non-RCTs, nine studies were rated as &#x0201C;low&#x0201D; overall risks of bias (Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>). However, one study was rated as &#x0201C;no information&#x0201D; of overall risks of bias due to concerns regarding the missing outcome data (Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>).</p>
</sec>
</sec>
<sec>
<title>Brain Imaging Data</title>
<p>Brain imaging data of frequently reported brain regions are summarized in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Brain imaging data of frequently reported brain regions.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="center" colspan="6"><bold>Brain regions</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">LBP vs. HC</td>
<td valign="top" align="left">PFC</td>
<td valign="top" align="left">ACC</td>
<td valign="top" align="left">Precuneus</td>
<td valign="top" align="left">Insula</td>
<td valign="top" align="left">SI</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6">Acupuncture-induced brain alterations</td>
</tr>
<tr>
<td valign="top" align="left">Function</td>
<td valign="top" align="left">PFC</td>
<td valign="top" align="left">Insula</td>
<td valign="top" align="left">Cerebellum</td>
<td valign="top" align="left">SI</td>
<td valign="top" align="left">ACC</td>
</tr>
<tr>
<td valign="top" align="left">Structure</td>
<td valign="top" align="left">SI</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">MA vs. EA</td>
</tr>
<tr>
<td valign="top" align="left">MA</td>
<td valign="top" align="left">PFC</td>
<td valign="top" align="left">Cerebellum</td>
<td valign="top" align="left">Insula</td>
<td valign="top" align="left">SI</td>
<td valign="top" align="left">ACC</td>
</tr>
<tr>
<td valign="top" align="left">EA</td>
<td valign="top" align="left">PFC</td>
<td valign="top" align="left">ACC</td>
<td valign="top" align="left">STG</td>
<td valign="top" align="left">SI</td>
<td valign="top" align="left">Insula</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6">rs-fMRI vs. ts-fMRI</td>
</tr>
<tr>
<td valign="top" align="left">rs-fMRI</td>
<td valign="top" align="left">PFC</td>
<td valign="top" align="left">Cerebellum</td>
<td valign="top" align="left">Insula</td>
<td valign="top" align="left">SI</td>
<td valign="top" align="left">ACC</td>
</tr>
<tr>
<td valign="top" align="left">ts-fMRI</td>
<td valign="top" align="left">Cerebellum</td>
<td valign="top" align="left">Insula</td>
<td valign="top" align="left">SI</td>
<td valign="top" align="left">SII</td>
<td valign="top" align="left">PFC</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>ACC, anterior cingulate cortex; HC, healthy controls; LBP, low back pain; PFC, prefrontal cortex; rs-fMRI, resting-state fMRI; SI, primary somatosensory cortex; SII, secondary somatosensory cortex; STG, superior temporal gyrus; ts-fMRI, task-state fMRI</italic>.</p>
</table-wrap-foot>
</table-wrap>
<sec>
<title>Brain Alterations of LBP Patients</title>
<p>Five studies reported the functional and structural alterations of LBP patients. Compared with HC, LBP patients mainly showed alterations in PFC (four studies) (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), ACC (three studies) (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), precuneus (three studies) (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>), insula (two studies) (Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), and the primary somatosensory cortex (SI) (two studies) (Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>).</p>
<p>Correlation analyses showed a positive correlation between posterior cingulate cortex (PCC)&#x02013;right inferior parietal lobule FC and the duration of sciatica (Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>) (<xref ref-type="fig" rid="F2">Figure 2A</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Correlation analysis in some studies (Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>). <bold>(A)</bold> The PCC-seeded FC was positively correlated with pain duration in the right inferior parietal lobule at baseline in LBP patients. <bold>(B)</bold> There was a significant correlation between ALFF change in the left insular and VAS change after acupuncture treatment. ALFF, amplitude of low-frequency fluctuation; FC, functional connectivity; LBP, low back pain; PCC, posterior cingulate cortex; VAS, visual analog scale/score.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-15-730322-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Acupuncture-Related Brain Alterations in LBP Patients</title>
<p>The most frequently reported acupuncture-related brain functional alterations in LBP patients were in PFC (12 studies) (Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), insula (nine studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), cerebellum (nine studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), SI (eight studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>), and ACC (seven studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>).</p>
<p>Two studies found corresponding results regarding regional structural changes in LBP patients after acupuncture treatment. Following a 4-week course of acupuncture, GVM was reduced and white matter FA was increased in the SI&#x02013;back, and the changes were associated with improvements in tactile acuity over the back (Kim et al., <xref ref-type="bibr" rid="B18">2020</xref>; Lan et al., <xref ref-type="bibr" rid="B23">2020</xref>).</p>
<p>One study found that pretreatment FC between the medial prefrontal cortex (mPFC) and other brain regions can predict treatment responsiveness of acupuncture on LBP patients (Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>). In addition, baseline periaqueductal gray (PAG)&#x02013;amygdala FC can predict bothersomeness reduction after acupuncture treatments (Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>). There was a significant correlation between mean ALFF change in the left insula, FC of the PFC&#x02013;insula, and the decreased pain (Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>) (<xref ref-type="fig" rid="F2">Figure 2B</xref>).</p>
</sec>
<sec>
<title>MA- and EA-Related Brain Alterations in LBP Patients</title>
<p>Of the 15 studies that used MA, the most frequently reported EA-related brain alterations in LBP patients were in the PFC (nine studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), cerebellum (seven studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), insula (seven studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), SI (five studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>), and ACC (four studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>).</p>
<p>Of the four studies that used EA, the most frequently reported EA-related brain alterations in LBP patients were in the PFC (four studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>), ACC (three studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>), superior temporal gyrus (STG) (three studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>), SI (three studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>), and insula (two studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>).</p>
</sec>
<sec>
<title>Acupuncture-Related Brain Activities in Resting-State and Task-State fMRI</title>
<p>Of the 13 studies that used resting-state fMRI, the most frequently reported acupuncture-related brain alterations of LBP patients were in the PFC (nine studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), cerebellum (five studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), insula (five studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Tu et al., <xref ref-type="bibr" rid="B48">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>), SI (five studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Jialiang et al., <xref ref-type="bibr" rid="B15">2014</xref>; Tao et al., <xref ref-type="bibr" rid="B45">2015</xref>; Lin and Xianmo, <xref ref-type="bibr" rid="B29">2017</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>), and ACC (four studies) (Yongsong et al., <xref ref-type="bibr" rid="B53">2011</xref>; Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Liu et al., <xref ref-type="bibr" rid="B30">2020</xref>).</p>
<p>Of the five studies that used task-state fMRI, the most frequently reported acupuncture-related brain alterations of LBP patients were in the cerebellum (four studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Yijun et al., <xref ref-type="bibr" rid="B52">2017</xref>), insula (four studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>), SI (three studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>), secondary somatosensory cortex (SII) (three studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>), PFC (three studies) (Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Guoqiang et al., <xref ref-type="bibr" rid="B10">2014</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>), and ACC (three studies) (Ji et al., <xref ref-type="bibr" rid="B14">2007</xref>; Junhai et al., <xref ref-type="bibr" rid="B17">2008</xref>; Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>).</p>
<p>Correlation analyses between resting-state brain activity and behavior measurements showed that increased FC in default mode network (DMN) and PAG&#x02013;amygdala were associated with decreased pain scores in LBP patients after acupuncture (Li et al., <xref ref-type="bibr" rid="B27">2014</xref>; Yu et al., <xref ref-type="bibr" rid="B54">2020</xref>). Moreover, there were significant correlations between the task-state fMRI signal in the left insula, STG, right supramarginal gyrus, SI, and VAS (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Nineteen articles that used MRI to investigate the central mechanism of acupuncture were enrolled in this review. In the past 14 years, using neuroimaging technologies to explore the central mechanism of acupuncture for treating LBP has attracted increasing attention. This review aims to analyze the methodology issues and study results by the systematic review of 19 neuroimaging papers on acupuncture for LBP so as to provide reference to deeply understand the current status and approaches for future studies.</p>
<sec>
<title>Functional and Structural Abnormalities in the Brain of LBP Patients</title>
<p>In this review, five studies reported that LBP patients showed cerebral functional and structural alterations compared with HC. The structural alterations mainly include the elevated GVM in the SI and reduced FA in SI&#x02013;back regions. The functional changes usually manifest as reduced functional connectivities of DMN; higher ReHo values in the bilateral inferior temporal gyrus, left STG, and left superior parietal gyrus; and lower ReHo values in bilateral postcentral gyrus, bilateral superior frontal gyrus, and right supplementary motor area. Furthermore, a systematic review on neuroimaging studies of LBP patients indicated that brain regions such as the ACC, insula, mPFC, and cerebellum were involved in the central pathological changes of LBP patients (Kregel et al., <xref ref-type="bibr" rid="B21">2015</xref>). These studies mapped the functional and structural alterations in LBP patients and provided the potential target for exploring the central responses to acupuncture stimulation in LBP patients.</p>
</sec>
<sec>
<title>Acupuncture-Induced Brain Alterations in LBP Patients</title>
<p>For LBP patients, acupuncture can elicit widely cerebral responses. These brain regions included the PFC (middle frontal gyrus and superior frontal gyrus), precentral gyrus, ACC, PCC, insula, thalamus, postcentral gyrus, putamen, precuneus, angular gyrus, parahippocampus, PAG, rostral ventral medulla (RVM), posterior inferior parietal lobe, and cerebellum regions and were mainly distributed in the &#x0201C;pain matrix,&#x0201D; DMN, salience network (SN), and descending pain modulatory system (DPMS) (<xref ref-type="fig" rid="F3">Figure 3</xref>). Previous studies have reported the abnormal connectivity in DMN and SN in pain disorders (Zhao et al., <xref ref-type="bibr" rid="B56">2017</xref>; Tu et al., <xref ref-type="bibr" rid="B47">2020</xref>). In this review, several studies found that acupuncture can positively regulate the function of DMN and SN (Li et al., <xref ref-type="bibr" rid="B26">2012</xref>, <xref ref-type="bibr" rid="B27">2014</xref>; Lee et al., <xref ref-type="bibr" rid="B24">2019</xref>; Xiang et al., <xref ref-type="bibr" rid="B49">2019</xref>; Yan et al., <xref ref-type="bibr" rid="B51">2019</xref>). Multiple neuroimaging studies suggested that modulating the activity of DMN is an important mechanism of acupuncture therapy (Deng et al., <xref ref-type="bibr" rid="B6">2016</xref>; Fu et al., <xref ref-type="bibr" rid="B7">2017</xref>; Sun et al., <xref ref-type="bibr" rid="B44">2021</xref>) and regulating the cerebral function of the &#x0201C;pain matrix&#x0201D; is the common characteristic of acupuncture analgesia (Zhao et al., <xref ref-type="bibr" rid="B55">2014</xref>; Shen et al., <xref ref-type="bibr" rid="B40">2019</xref>). Thus, improving abnormal structural and functional activities in the brain of the LBP patient is an important mechanism of acupuncture treatment for LBP. In addition, abundant evidence suggests that modulating the DPMS, comprising the PAG and RVM, is one of the mechanisms of acupuncture analgesia (Chen et al., <xref ref-type="bibr" rid="B4">2015</xref>; Li et al., <xref ref-type="bibr" rid="B28">2016</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>The main reported brain regions induced by acupuncture in LBP patients. The size of the nodes represents the frequency of the brain regions; the different colors of the dashed lines represent the different modulation pathways of acupuncture. The green dashed lines mainly represent the default mode network, the red dashed lines mainly represent the salience network, the blue dashed lines mainly represent the pain matrix, and the yellow dashed lines mainly represent the descending pain modulatory system. ACG, cingulate gyrus, anterior part; ANG, angular gyrus; INS, insula; LBP, low back pain; MFG, middle frontal gyrus; PAG, periaqueductal gray; PCG, cingulate gyrus, posterior part; PCUN, precuneus; PHG, parahippocampus; PoCG, postcentral gyrus; PreCG, precentral gyrus; PUT, putamen; RVM, rostral ventral medulla; SFGdor, superior frontal gyrus, dorsolateral; SFGmed, superior frontal gyrus, medial; THA, thalamus.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-15-730322-g0003.tif"/>
</fig>
<p>Among dozens of brain regions which responded to acupuncture for treating LBP, the PFC, insula, cerebellum, SI, and ACC were the main reported brain regions. The PFC and ACC are not only the main nodes of the &#x0201C;pain matrix&#x0201D; but also the key regions in DMN. They participate in pain modulatory, pain anticipation, affective, and cognitive processing (Tracey and Mantyh, <xref ref-type="bibr" rid="B46">2007</xref>; Qin et al., <xref ref-type="bibr" rid="B37">2008</xref>). It is interesting that Makary et al. reported that activation in ACC was unique to verum acupuncture and that activation in the PFC was observed in the sham acupuncture (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>) and significantly correlated with the belief in acupuncture effectiveness score (Makary et al., <xref ref-type="bibr" rid="B33">2018</xref>). Actually, the PFC is believed to be linked with expectancy-related modulation of pain processing (Casey, <xref ref-type="bibr" rid="B2">1999</xref>). As a key region in the pain matrix and SN, the insula plays an important role in the cognitive and affective perception of pain (Kong et al., <xref ref-type="bibr" rid="B20">2006</xref>), manifests a significant activation in chronic pain (Ihara et al., <xref ref-type="bibr" rid="B13">2019</xref>) and experimental pain (Peyron and Fauchon, <xref ref-type="bibr" rid="B36">2019</xref>), and is widely involved in acupuncture analgesia (Chae et al., <xref ref-type="bibr" rid="B3">2013</xref>). In this review, nine studies identified the participation of insula in acupuncture for treating LBP. The cerebellum plays an important role in sensorimotor and vestibular control and also participates in cognition, autonomic, and emotional control (Schmahmann, <xref ref-type="bibr" rid="B39">2019</xref>). Hui et al. reported that activation of the cerebellum elicited by pain occurred during the acupuncture stimulations (Hui et al., <xref ref-type="bibr" rid="B12">2005</xref>). The SI cortex is a major component in the pain matrix participating in pain localization and discrimination. Kim et al. found that 4 weeks of acupuncture treatment for LBP can normalize the anatomic alterations of both gray matter (GM) and white matter (WM) in SI including decreasing the GVM and increasing the FA and AD. A similar structural modulation in SI was reported in a neuroimaging study on acupuncture for treating carpal tunnel syndrome (Maeda et al., <xref ref-type="bibr" rid="B32">2017</xref>).</p>
<p>Generally, the majority of acupuncture-neuroimaging studies focus on the functional changes resulting from acupuncture stimulation, while a few studies centered on the structural alteration induced by acupuncture intervention. Among the 19 studies included in this review, only two studies reported the improvements in altered GM/WM of LBP patients. This phenomenon of emphasizing the function over structure in acupuncture-neuroimaging studies is closely related to the characteristic that acupuncture is good at regulating functional abnormalities. The few studies on acupuncture influencing the brain structure provide valuable evidence for the promotion of structural plasticity in the central nervous system (CNS) by acupuncture. Future studies could pay more attention to the structural plasticity in the CNS induced by acupuncture and take the accumulation effect of long-term acupuncture treatment and the cerebral structural changes in physiological period into consideration.</p>
</sec>
<sec>
<title>The Brain Functional Alterations Induced by MA and EA</title>
<p>MA and EA are the two main modalities in acupuncture clinic practice. The advantages of MA are traditional and convenient, while the strong point of EA is quantifiable. Some studies hold that EA was more effective than MA in analgesia (Kong et al., <xref ref-type="bibr" rid="B19">2002</xref>), while some studies hold that MA produced a better-sustained effect than EA (Schliessbach et al., <xref ref-type="bibr" rid="B38">2011</xref>). In this review, among the 17 studies on acupuncture regulating the cerebral function in LBP patients, 13 studies selected MA as acupuncture intervention and four studies used EA. Either MA or EA could elicit the cerebral activity changes in the PFC, insula, SI, and ACC. These regions all belong to the &#x0201C;pain matrix&#x0201D; and the high-frequency brain regions in acupuncture-neuroimaging for pain. It is a pity that there was no published study which investigated the similarities and differences in cerebral responses between MA and EA in LBP patients. Some studies on healthy subjects have shown that both EA and MA could activate the PFC and insula (Kong et al., <xref ref-type="bibr" rid="B19">2002</xref>; Jiang et al., <xref ref-type="bibr" rid="B16">2013</xref>), EA produces more widespread fMRI signal changes than MA (Napadow et al., <xref ref-type="bibr" rid="B34">2005</xref>), and EA can produce more activation and less deactivation than MA (Li et al., <xref ref-type="bibr" rid="B25">2003</xref>; Schliessbach et al., <xref ref-type="bibr" rid="B38">2011</xref>). These studies on healthy subjects suggest that different brain mechanisms may be recruited during MA and EA (Li et al., <xref ref-type="bibr" rid="B25">2003</xref>).</p>
</sec>
<sec>
<title>Acupuncture-Induced Brain Alterations in Resting-State and Task-State fMRI</title>
<p>Resting state and task state are the two main study designs in fMRI. The advantage of ts-fMRI is that it can directly reflect the effects of an explicit task in the brain, while the lack of tasks makes rs-fMRI quite simple in experimental design and easy to cooperate with patients. In this review, 13 studies used resting-state fMRI, and five studies used task-state fMRI. The common brain regions that were induced by acupuncture in resting-state and task-state fMRI were the PFC, insula, SI, SII, brainstem, and ACC. Generally, ts-fMRI is used to evaluate the instant effect of acupuncture analgesia, and rs-fMRI is applied to evaluate the cumulative effect of acupuncture. Notably, the angular gyrus was altered when evaluating the cumulative effect of acupuncture, but not when evaluating the instant effect. The angular gyrus is located in the anterolateral region of parietal lobe and is an important part of the DMN. Liu et al. (<xref ref-type="bibr" rid="B31">2021</xref>) found that there was a significantly greater ReHo value increase in the angular gyrus after the 12th acupuncture sessions compared with after the first acupuncture session in migraine patients, which indicated that the cumulative effect of acupuncture is more extensive and significant than the instant effect. This review showed that in the neuroimaging studies of acupuncture treatment for LBP, researchers not only pay attention to the instant effect of acupuncture but also pay attention to the cumulative effect of acupuncture.</p>
<p>In this review, five out of 13 rs-fMRI studies used ReHo as analytical approach. As an example of functional segregation, Reho has the advantages of simplicity, stability, and repeatability. However, since the brain is an integrated network rather than an isolated cluster, a functional integration approach is more popular nowadays. Therefore, future studies combining functional segregation with functional integration approach will help to better clarify the mechanism of acupuncture treatment for LBP.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>The neuroimaging studies associated with acupuncture treatment on LBP have been widely conducted. These studies covered the functional and structural changes elicited by acupuncture stimulation, included both EA and MA, and took the resting state and task state into consideration of the study design. The brain regions involved in acupuncture analgesia for LBP were mainly located in the pain matrix, DMN, SN, and DPMS, especially in the PFC, insula, cerebellum, SI, and ACC. However, acupuncture neuroimaging studies for LBP were only performed with MRI. In the future, the combination of multiple imaging technologies might be a new approach to deeply investigate the central mechanism of acupuncture for LBP.</p>
</sec>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>FZ designed the study. XD and YQ performed the paper search, paper selection, and data extraction. QW, PM, RS, LL, TY, YL, and QX discussed the results and wrote the paper. All authors have read and approved the publication of the final manuscript.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This work was supported by grants from the National Natural Science Foundation of China (Grant No. 81973960) and Sichuan Province Scientific and Technological Innovation Team for Youths (Grant No. 2019JDTD0011).</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;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>
</body>
<back>
<sec sec-type="supplementary-material" id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnins.2021.730322/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnins.2021.730322/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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