<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="systematic-review" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2022.1073013</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Role of paraspinal muscle degeneration in the occurrence and recurrence of osteoporotic vertebral fracture: A meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Zhi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1886676"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Tengbin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1936635"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Wenwen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Jun</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yao</surname>
<given-names>Zhipeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Wenge</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1198798"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Orthopedic Surgery, Fujian Medical University Union Hospital</institution>, <addr-line>Fuzhou, Fujian</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>The School of Health, Fujian Medical University</institution>, <addr-line>Fuzhou, Fujian</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Emergency, Zhaotong Traditional Chinese Medicine Hospital</institution>, <addr-line>Zhaotong, Yunnan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Giacomina Brunetti, University of Bari Aldo Moro, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Xiaoqian Dang, The Second Affiliated Hospital of Xi&#x2019;an Jiaotong University, China; Wei Nan Zeng, Sichuan University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wenge Liu, <email xlink:href="mailto:lwgspine@126.com">lwgspine@126.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Bone Research, a section of the journal Frontiers in Endocrinology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1073013</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Chen, Shi, Li, Sun, Yao and Liu</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Chen, Shi, Li, Sun, Yao and Liu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Purpose</title>
<p>Recently, the effects of paraspinal muscle degeneration on osteoporotic vertebral fractures (OVFs) have attracted the attention of researchers; however, studies are limited, and their results vary. Hence, this study aimed to determine the role of paraspinal muscle degeneration in the occurrence and recurrence of OVF.</p>
</sec>
<sec>
<title>Methods</title>
<p>Following the preferred reporting items for systematic reviews and meta-analysis (PRISMA) guideline, the PubMed, Embase, Web of Science, Wanfang Data, China National Knowledge Infrastructure, and ClinicalTrials.gov databases were comprehensively searched for relevant studies. Studies comparing&#xa0;the cross-sectional area (CSA) or fatty infiltration (FI) of the paraspinal muscles (including the psoas (PS), erector spinae plus multifidus (ES+MF), quadratus lumborum) in patients with and without initial OVF, or with and without recurrent OVF were included and analyzed.</p>
</sec>
<sec>
<title>Results</title>
<p>Eleven studies were included in the meta-analysis. Seven studies investigated the effects of paraspinal muscles on initial OVF, and the overall results revealed significantly lower CSA<sub>ES+MF</sub> (SMD: -0.575, 95% CI: -0.866 to -0.285) and CSA<sub>PS</sub> (SMD: -0.750, 95% CI: -1.274 to -0.226), and higher FI (SMD: 0.768, 95% CI: 0.475 to 1.062) in the fracture group. Meanwhile, four studies evaluated the effects of the paraspinal muscles on recurrent OVF, and the pooled results demonstrated significantly higher FI (SMD:0.720, 95% CI: 0.258 to 1.182) in the refracture group, although no significant difference in CSA<sub>ES+MF</sub> (SMD: -0.103, 95% CI: -0.395 to 0.189) was observed between the two groups.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Paraspinal muscle degeneration plays a role in the occurrence and recurrence of OVF. Assessing the paraspinal muscles may be useful for identifying high-risk populations.</p>
</sec>
<sec>
<title>Systematic Review Registration</title>
<p>
<uri xlink:href="https://www.crd.york.ac.uk/prospero/">https://www.crd.york.ac.uk/prospero/</uri>, identifier (CRD42021276681).</p>
</sec>
</abstract>
<kwd-group>
<kwd>osteoporotic vertebral compression fracture</kwd>
<kwd>refracture</kwd>
<kwd>paraspinal muscles</kwd>
<kwd>meta-analysis</kwd>
<kwd>degeneration</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="30"/>
<page-count count="8"/>
<word-count count="2538"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>With the aging of the global population, the prevalence of osteoporotic vertebral fractures (OVFs) has been increasing annually (<xref ref-type="bibr" rid="B1">1</xref>). OVFs not only causes serious pain and spinal kyphosis but also leads to disability and decreased quality of life (<xref ref-type="bibr" rid="B2">2</xref>). Although various measures have been implemented to prevent their occurrence, their prevalence remains constant at 3.2-46% among individuals aged &gt;50 years (<xref ref-type="bibr" rid="B3">3</xref>). Moreover, regardless of treatment regimen taken (vertebral augmentation or conservative treatment), approximately 5.4-51.8% of the patients still suffer from recurrent fractures (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Certainly, OVFs remain a major public health issue requiring urgent resolution.</p>
<p>OVFs were previously considered as a skeletal disease, and most of previous studies have focused on the influence of bone mineral density, intravertebral cleft, and spine sagittal alignment (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Although the paraspinal muscles and spine are tightly connected at both the anatomical and functional levels, the association between paraspinal muscle degeneration and OVF has long been disregarded (<xref ref-type="bibr" rid="B8">8</xref>). Recently, several studies have reported a higher prevalence of sarcopenia in patients with OVFs than in those without OVFs (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Some researchers have also revealed a higher incidence of OVFs in patients with sarcopenia (<xref ref-type="bibr" rid="B11">11</xref>). Based on these findings, some scholars have proposed an association between paraspinal muscle degeneration and OVFs (<xref ref-type="bibr" rid="B12">12</xref>), whereas others have reported otherwise (<xref ref-type="bibr" rid="B13">13</xref>). Due to the lack of convincing evidence, we performed a meta-analysis to determine the effects of paraspinal muscle degeneration on the occurrence and recurrence of OVFs.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Literature search</title>
<p>This meta-analysis was registered in the PROSPERO (CRD42021276681) and conducted in accordance with the PRISMA statement (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material 1</bold>
</xref>) (<xref ref-type="bibr" rid="B14">14</xref>). A comprehensive literature search was performed on the PubMed, Embase, Web of Science, Wanfang Data, China National Knowledge Infrastructure, and ClinicalTrials.gov databases on September 2, 2021 to identify relevant studies. The following search terms were used: &#x2018;spinal fracture&#x2019; OR &#x2018;spine fracture&#x2019; OR &#x2018;vertebral fracture&#x2019;; and &#x2018;paraspinal muscle&#x2019; OR &#x2018;paravertebral muscle&#x2019;. Additionally, the references of relevant reviews and studies were also searched to identify potential eligible studies. All searches were limited to clinical studies published in Chinese or English.</p>
</sec>
<sec id="s2_2">
<title>Inclusion/exclusion criteria</title>
<p>The defined inclusion criteria were as follows: (1) studies comparing&#xa0;the characteristics of paraspinal muscles in patients with and without initial OVF, or with and without recurrent OVF; (2) the cross-sectional area (CSA) or fatty infiltration (FI) of at least one of the paraspinal muscles, including the psoas (PS), erector spinae plus multifidus (ES+MF), and quadratus lumborum was measured using magnetic resonance imaging (MRI) or computerized tomography (CT).</p>
<p>And the exclusion criteria were as follows: (1) studies comparing the characteristics of paraspinal muscles in other diseases, such as low back pain, lumbar disc herniation, and lumbar spinal stenosis; (2) studies comparing&#xa0;the characteristics of paraspinal muscles using other imaging modalities (ultrasound or dual-energy X-ray absorptiometry); (3) studies with insufficient data for calculating the results; (4) review articles, conference abstracts, commentaries, letters, case reports and animal studies.</p>
</sec>
<sec id="s2_3">
<title>Data extraction and quality assessment</title>
<p>Two reviewers independently screened the titles and abstracts of initially identified studies, and the full-text of such studies were evaluated according to the inclusion criteria. Any disagreements were resolved through discussion with a third reviewer. The following data were extracted for each included study: author name, publication year, study location, fracture type, measuring method and level, age, sex, sample size and duration of follow-up. Additionally, the CSA and FI of each paraspinal muscle were also collected. Regarding quality assessment, the Newcastle-Ottawa Scale (NOS) (<xref ref-type="bibr" rid="B15">15</xref>) was used to evaluate the quality of each included cohort/case-control study. A high-quality study was defined as having a NOS score of &gt; 6.</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>This meta-analysis was performed using the STATA software (version 12.0). We calculated the standardized mean difference (SMD) with 95% confidence interval (CI) for continuous variables, and significance was set at P&lt;0.05. The I-squared (I<sup>2</sup>) test was used to assess heterogeneity. A random-effects model was applied when I<sup>2</sup>&gt;50%. Otherwise, a fixed-effects model was used.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Search results</title>
<p>A flowchart of our study selection processes is presented in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. The initial search identified 1219 relevant studies, and 312 duplicates were removed. After screening titles and abstracts, 890 studies were eliminated. Following a full-text assessment, four studies were also excluded. Subsequently, two additional studies were included; one was identified by the reference search, and the other was our study that met the inclusion criteria. Finally, 11 eligible studies were included in the meta-analysis (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flowchart of the study selection processes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1073013-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Study characteristics and quality evaluation</title>
<p>The characteristics of the included studies are summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Seven studies compared the characteristics of the paraspinal muscles in patients with and without initial OVF (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>), and four studies compared the characteristics of the paraspinal muscles in patients with and without recurrent OVF (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). Overall, 482 patients were in the case group (fracture/refracture), and 702 patients were in the control group (non-fracture/non-refracture), with the mean age ranging from 54 to 79.8 years. Most studies measured the CSA and FI of the paraspinal muscles using MRI, except for two studies that used CT to measure the CSA. According to NOS scores, all included studies were considered high-quality.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The characteristics of included studies in this meta-analysis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Author</th>
<th valign="middle" align="center">Year</th>
<th valign="middle" align="center">Location</th>
<th valign="middle" align="center">Study design</th>
<th valign="middle" align="center">Fracture type</th>
<th valign="middle" align="center">Measuring method</th>
<th valign="middle" align="center">Case</th>
<th valign="middle" align="center">Age</th>
<th valign="middle" align="center">Sex(M/F)</th>
<th valign="middle" align="center">Control</th>
<th valign="middle" align="center">Age</th>
<th valign="middle" align="center">Sex(M/F)</th>
<th valign="middle" align="center">Follow up</th>
<th valign="middle" align="center">Quality</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Zhang W<sup>[18]</sup>
</td>
<td valign="bottom" align="center">2021</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">48</td>
<td valign="bottom" align="center">62.46</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="center">48</td>
<td valign="bottom" align="center">63.58</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Du FT<sup>[19]</sup>
</td>
<td valign="bottom" align="center">2019</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">62</td>
<td valign="bottom" align="center">57</td>
<td valign="bottom" align="center">30/32</td>
<td valign="bottom" align="center">60</td>
<td valign="bottom" align="center">54</td>
<td valign="bottom" align="center">33/27</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Liu B<sup>[20]</sup>
</td>
<td valign="bottom" align="center">2019</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">95</td>
<td valign="bottom" align="center">73.27</td>
<td valign="bottom" align="center">24/71</td>
<td valign="bottom" align="center">32</td>
<td valign="bottom" align="center">72.92</td>
<td valign="bottom" align="center">8/24</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Sollmann N<sup>[13]</sup>
</td>
<td valign="bottom" align="center">2020</td>
<td valign="bottom" align="left">Germany</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">CT</td>
<td valign="bottom" align="center">58</td>
<td valign="bottom" align="center">70.3</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="center">58</td>
<td valign="bottom" align="center">69.1</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Kim JY<sup>[12]</sup>
</td>
<td valign="bottom" align="center">2013</td>
<td valign="bottom" align="left">Korea</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">51</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="center">30</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Kim DH<sup>[16]</sup>
</td>
<td valign="bottom" align="center">2015</td>
<td valign="bottom" align="left">Korean</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">38</td>
<td valign="bottom" align="center">71.53</td>
<td valign="bottom" align="center">10/28</td>
<td valign="bottom" align="center">34</td>
<td valign="bottom" align="center">55.03</td>
<td valign="bottom" align="center">11/23</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Zhang Y<sup>[17]</sup>
</td>
<td valign="bottom" align="center">2018</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Case-control study</td>
<td valign="bottom" align="left">Initial</td>
<td valign="bottom" align="left">CT</td>
<td valign="bottom" align="center">52</td>
<td valign="bottom" align="center">74.94</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="center">52</td>
<td valign="bottom" align="center">74.87</td>
<td valign="bottom" align="center">NA</td>
<td valign="bottom" align="left">NA</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Zhao H<sup>[21]</sup>
</td>
<td valign="bottom" align="center">2021</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Cohort study</td>
<td valign="bottom" align="left">Refracture</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">33</td>
<td valign="bottom" align="center">74.27</td>
<td valign="bottom" align="center">11/22</td>
<td valign="bottom" align="center">59</td>
<td valign="bottom" align="center">75.29</td>
<td valign="bottom" align="center">19/40</td>
<td valign="bottom" align="left">247.3 days</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Habibi H<sup>[22]</sup>
</td>
<td valign="bottom" align="center">2021</td>
<td valign="bottom" align="left">Japan</td>
<td valign="bottom" align="left">Cohort study</td>
<td valign="bottom" align="left">Refracture</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">11</td>
<td valign="bottom" align="center">79.8</td>
<td valign="bottom" align="center">1/10</td>
<td valign="bottom" align="center">106</td>
<td valign="bottom" align="center">79.1</td>
<td valign="bottom" align="center">22/84</td>
<td valign="bottom" align="left">6 months</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Huang YH<sup>[23]</sup>
</td>
<td valign="bottom" align="center">2021</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Cohort study</td>
<td valign="bottom" align="left">Refracture</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">18</td>
<td valign="bottom" align="center">76.17</td>
<td valign="bottom" align="center">2/16</td>
<td valign="bottom" align="center">95</td>
<td valign="bottom" align="center">72.12</td>
<td valign="bottom" align="center">13/82</td>
<td valign="bottom" align="left">6 months</td>
<td valign="bottom" align="left">H</td>
</tr>
<tr>
<td valign="bottom" align="left">Chen Z<sup>[24]</sup>
</td>
<td valign="bottom" align="center">2022</td>
<td valign="bottom" align="left">China</td>
<td valign="bottom" align="left">Cohort study</td>
<td valign="bottom" align="left">Refracture</td>
<td valign="bottom" align="left">MRI</td>
<td valign="bottom" align="center">16</td>
<td valign="bottom" align="center">76.25</td>
<td valign="bottom" align="center">3/13</td>
<td valign="bottom" align="center">128</td>
<td valign="bottom" align="center">77.16</td>
<td valign="bottom" align="center">40/88</td>
<td valign="bottom" align="left">6 months</td>
<td valign="bottom" align="left">H</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MRI, magnetic resonance imaging; CT, computerized tomography; NA, not available; H, high.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Effects of the paraspinal muscles on initial fracture</title>
<p>The CSA<sub>ES+MF</sub> was measured at different levels (L2, L3, L3/4, and L4/5), and the overall result revealed significantly lower CSA<sub>ES+MF</sub> (SMD: -0.575, 95% CI: -0.866 to -0.285, P: 0.000) in the fracture group than in the non-fracture group. In the subgroup analysis, the results revealed significantly lower CSA<sub>ES+MF</sub> at L3 (SMD: -1.049, 95% CI: -1.376 to -0.723, P: 0.000) and L3/4 (SMD: -0.678, 95% CI: -0.989 to -0.367, P: 0.000) in the fracture group than in the non-fracture group, whereas no significant differences were observed at L2 (SMD: -0.449, 95% CI: -1.233 to 0.336, P: 0.262) and L4/5 (SMD: -0.301, 95% CI: -0.802 to 0.201, P: 0.239) between both the groups (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The pooled analysis of paraspinal muscle characteristics in patients with and without initial OVF.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Variables</th>
<th valign="bottom" align="center">SMD</th>
<th valign="bottom" colspan="2" align="center">95% CI</th>
<th valign="bottom" align="center">I<sup>2</sup>(%)</th>
<th valign="bottom" align="center">P</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="bottom" colspan="6" align="left">CSA<sub>ES+MF</sub>
</th>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;L2</td>
<td valign="bottom" align="center">-0.449</td>
<td valign="bottom" align="center">-1.233</td>
<td valign="bottom" align="center">0.336</td>
<td valign="bottom" align="center">89</td>
<td valign="bottom" align="center">0.262</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;L3</td>
<td valign="bottom" align="center">-1.049</td>
<td valign="bottom" align="center">-1.376</td>
<td valign="bottom" align="center">-0.723</td>
<td valign="bottom" align="center">0</td>
<td valign="bottom" align="center">0.000</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;L3/4</td>
<td valign="bottom" align="center">-0.678</td>
<td valign="bottom" align="center">-0.989</td>
<td valign="bottom" align="center">-0.367</td>
<td valign="bottom" align="center">12.9</td>
<td valign="bottom" align="center">0.000</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;L4/5</td>
<td valign="bottom" align="center">-0.301</td>
<td valign="bottom" align="center">-0.802</td>
<td valign="bottom" align="center">0.201</td>
<td valign="bottom" align="center">77.8</td>
<td valign="bottom" align="center">0.239</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Overall</td>
<td valign="bottom" align="center">-0.575</td>
<td valign="bottom" align="center">-0.866</td>
<td valign="bottom" align="center">-0.285</td>
<td valign="bottom" align="center">78</td>
<td valign="bottom" align="center">0.000</td>
</tr>
<tr>
<th valign="bottom" colspan="6" align="left">CSA<sub>PS</sub>
</th>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;L3</td>
<td valign="bottom" align="center">-1.279</td>
<td valign="bottom" align="center">-1.820</td>
<td valign="bottom" align="center">-0.738</td>
<td valign="bottom" align="center">63</td>
<td valign="bottom" align="center">0.000</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;L4/5</td>
<td valign="bottom" align="center">-0.400</td>
<td valign="bottom" align="center">-0.818</td>
<td valign="bottom" align="center">0.017</td>
<td valign="bottom" align="center">67.8</td>
<td valign="bottom" align="center">0.060</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Overall</td>
<td valign="bottom" align="center">-0.750</td>
<td valign="bottom" align="center">-1.274</td>
<td valign="bottom" align="center">-0.226</td>
<td valign="bottom" align="center">86.6</td>
<td valign="bottom" align="center">0.005</td>
</tr>
<tr>
<td valign="bottom" align="left">FI</td>
<td valign="bottom" align="center">0.768</td>
<td valign="bottom" align="center">0.475</td>
<td valign="bottom" align="center">1.062</td>
<td valign="bottom" align="center">4.9</td>
<td valign="bottom" align="center">0.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>OVF, osteoporotic vertebral fracture; SMD, standardized mean difference; CI, confidence interval; CSA, cross-sectional area; ES+ MF, erector spinae plus multifidus; PS, psoas; FI, fatty infiltration.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Forest plot of the CSA<sub>ES+MF</sub> comparing the fracture group with the non-fracture group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1073013-g002.tif"/>
</fig>
<p>The CSA<sub>PS</sub> was measured at L3 and L4/5, and the overall results indicated significantly lower CSA<sub>PS</sub> (SMD: -0.750, 95% CI: -1.274 to -0.226, P: 0.005) in the fracture group than in the non-fracture group. In the subgroup analysis, a significantly lower CSA<sub>PS</sub> at L3 (SMD: -1.279, 95% CI: -1.820 to -0.738, P: 0.000) was noted in fracture group than in the non-fracture group, whereas no significant difference at L4/5 (SMD: -0.400, 95% CI: -0.818 to 0.017, P: 0.060) was observed between both the groups (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Forest plot of the CSA<sub>PS</sub> comparing the fracture group with the non-fracture group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1073013-g003.tif"/>
</fig>
<p>The FI data were pooled from two studies, and the results demonstrated a significantly higher FI (SMD: 0.768, 95% CI: 0.475 to 1.062, P: 0.000) in the fracture group than in the non-fracture group (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Forest plot of the FI comparing the fracture group with the non-fracture group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1073013-g004.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Effects of paraspinal muscles on recurrent fracture</title>
<p>CSA<sub>ES+MF</sub> was reported in three studies, and the overall result revealed no significant difference between the two groups (SMD: -0.103, 95% CI: -0.395 to 0.189, P: 0.489) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>The pooled analysis of paraspinal muscle characteristics in patients with and without recurrent OVF.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Variables</th>
<th valign="bottom" align="center">SMD</th>
<th valign="bottom" colspan="2" align="center">95% CI</th>
<th valign="bottom" align="center">I<sup>2</sup>(%)</th>
<th valign="bottom" align="center">P</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">CSA<sub>ES+MF</sub>
</td>
<td valign="bottom" align="center">-0.103</td>
<td valign="bottom" align="center">-0.395</td>
<td valign="bottom" align="center">0.189</td>
<td valign="bottom" align="center">40.8</td>
<td valign="bottom" align="center">0.489</td>
</tr>
<tr>
<td valign="bottom" align="left">FI</td>
<td valign="bottom" align="center">0.720</td>
<td valign="bottom" align="center">0.258</td>
<td valign="bottom" align="center">1.182</td>
<td valign="bottom" align="center">51.8</td>
<td valign="bottom" align="center">
<bold>0.002</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>OVF, osteoporotic vertebral fracture; SMD, standardized mean difference; CI, confidence interval; CSA, cross-sectional area; ES+ MF, erector spinae plus multifidus; PS, psoas; FI, fatty infiltration.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Forest plot of the CSA<sub>ES+MF</sub> comparing the refracture group with the non-refracture group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1073013-g005.tif"/>
</fig>
<p>Considering FI, the pooled results of the three studies revealed significantly higher FI (SMD:0.720, 95% CI: 0.258 to 1.182, P: 0.002) in the refracture group than in the non-fracture group (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Forest plot of the FI comparing the refracture group with the non-refracture group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1073013-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Concomitant with the progressive bone loss, aging also results in the deterioration of muscle quantity and quality (<xref ref-type="bibr" rid="B25">25</xref>). According to epidemiological investigations, the prevalence of sarcopenia ranges from 4.1% to 11.5% among the general older population (<xref ref-type="bibr" rid="B26">26</xref>), and the incidence is even higher in patients with OVF (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Recently, the effects of paraspinal muscle degeneration on OVF have attracted increasing attention among researchers, although the studies are limited, and their results remain controversial. Our meta-analysis suggests that paraspinal muscle degeneration is associated with the occurrence and recurrence of OVF.</p>
<p>Paraspinal muscle degeneration is generally characterized by decreased muscle CSA, reduced muscle strength, and increased FI (<xref ref-type="bibr" rid="B27">27</xref>). Previous studies have identified a higher prevalence of sarcopenia in patients with OVF (<xref ref-type="bibr" rid="B9">9</xref>). In a case-control study, the authors have reported significantly lower CSA<sub>ES+MF</sub> in the fracture group (2,170 mm<sup>2</sup>) than in the non-fracture group (3,040 mm<sup>2</sup>) (<xref ref-type="bibr" rid="B16">16</xref>). In another study, Jeon et&#xa0;al. have suggested that fatty degeneration of the paraspinal muscle is associated with vertebral collapse (<xref ref-type="bibr" rid="B28">28</xref>). Furthermore, Kim et&#xa0;al. have demonstrated both lower CSA and greater FI in patients with OVF than those without OVF (<xref ref-type="bibr" rid="B12">12</xref>). However, Sollmann et&#xa0;al. have indicated that OVF is independent of the characteristics of the paraspinal muscles (<xref ref-type="bibr" rid="B13">13</xref>). The results of our meta-analysis revealed significantly lower CSA<sub>ES+MF</sub> and CSA<sub>PS</sub>, and higher FI in the fracture group than in the non-fracture group, which suggested that paraspinal muscle degeneration might contribute to the occurrence of initial OVF.</p>
<p>Regarding the causes of recurrent OVF, the effect of the paraspinal muscles was also disregarded. Only recently have studies attempted to investigate the links between paraspinal muscle degeneration and recurrent OVF. Takahashi et&#xa0;al. have suggested that paraspinal muscle atrophy was significantly correlated with delayed union after OVF (<xref ref-type="bibr" rid="B29">29</xref>). Similarly, Katsu et&#xa0;al. have reported a significantly smaller CSA of the paraspinal muscle in patients with insufficient union after OVF (<xref ref-type="bibr" rid="B30">30</xref>). Additionally, Huang et&#xa0;al. have found a significantly lower CSA and higher FI in the refracture group than in the non-refracture group (<xref ref-type="bibr" rid="B23">23</xref>). However, Habibi et&#xa0;al. have revealed that only the FI of the paraspinal muscles, but not the CSA or relative-CSA, was significantly correlated with recurrent fracture (<xref ref-type="bibr" rid="B22">22</xref>). Furthermore, Zhao et&#xa0;al. observed no significant differences in the CSA and FI of the paraspinal muscles between the refracture and non-refracture groups (<xref ref-type="bibr" rid="B21">21</xref>). Our results indicated significantly higher FI in the refracture group than in the non-refracture group, although CSA was not significantly different between the groups, thus clarifying the previous controversial findings.</p>
<p>Although the findings of our study indicate a possibly close association between paraspinal muscle degeneration and the occurrence and recurrence of OVF. Presently, the causality between paraspinal muscle degeneration and vertebral fractures remains largely unknown. Muscle atrophy and fatty degeneration may likely reduce the muscle strength and force generation capacity, which may decrease bone mineral density and affect spinal balance, thus leading to an increased risk of fracture (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>).</p>
</sec>
<sec id="s5">
<title>Limitation</title>
<p>This meta-analysis had some limitation. First, the number of included studies was relatively small, and some studies have reported only a part of the outcome. Second, we only assessed the CSA and FI of the paraspinal muscles; other muscle characteristics, such as strength, endurance, and activation, were not available in the included studies. Finally, the imaging modality used was not completely consistent; although both MRI and CT could accurately define the CSA of the paraspinal muscles, inconsistent methods might still lead to some potential bias.</p>
</sec>
<sec id="s6" sec-type="conclusions">
<title>Conclusion</title>
<p>The current evidence suggests that paraspinal muscle degeneration plays a role in the occurrence and recurrence of OVF. Assessing the paraspinal muscles may be useful for identifying high-risk populations. Further studies are needed to explore the possibility of reducing the incidence of OVF by preventing paraspinal muscle degeneration.</p>
</sec>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZC wrote the manuscript. TS, WWL, JS and ZY collected the data and conducted analyses. WGL revised the manuscript. All authors approved the final manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fendo.2022.1073013/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fendo.2022.1073013/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>OVF, Osteoporotic vertebral fractures; CSA, Cross-sectional area; FI, Fatty infiltration; PS, psoas; ES+MF, Erector spinae plus multifidus; MRI, Magnetic resonance imaging; CT, Computerized tomography; NOS, Newcastle-Ottawa Scale; SMD, standardized mean difference; CI, confidence interval.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Od&#xe9;n</surname> <given-names>A</given-names>
</name>
<name>
<surname>McCloskey</surname> <given-names>EV</given-names>
</name>
<name>
<surname>Kanis</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Harvey</surname> <given-names>NC</given-names>
</name>
<name>
<surname>Johansson</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Burden of high fracture probability worldwide: secular increases 2010-2040</article-title>. <source>Osteoporos Int</source> (<year>2015</year>) <volume>26</volume>:<page-range>2243&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-015-3154-6</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sosa</surname> <given-names>DD</given-names>
</name>
<name>
<surname>Eriksen</surname> <given-names>EF</given-names>
</name>
</person-group>. <article-title>Reduced bone material strength is associated with increased risk and severity of osteoporotic fractures. an impact microindentation study</article-title>. <source>Calcif Tissue Int</source> (<year>2017</year>) <volume>101</volume>:<fpage>34</fpage>&#x2013;<lpage>42</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00223-017-0256-5</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ballane</surname> <given-names>G</given-names>
</name>
<name>
<surname>Cauley</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Luckey</surname> <given-names>MM</given-names>
</name>
<name>
<surname>El-Hajj Fuleihan</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Worldwide prevalence and incidence of osteoporotic vertebral fractures</article-title>. <source>Osteoporos Int</source> (<year>2017</year>) <volume>28</volume>:<page-range>1531&#x2013;42</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-017-3909-3</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Park</surname> <given-names>SY</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Suh</surname> <given-names>SW</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>JY</given-names>
</name>
</person-group>. <article-title>Comparative analysis of clinical outcomes in patients with osteoporotic vertebral compression fractures (OVCFs): conservative treatment versus balloon kyphoplasty</article-title>. <source>Spine J</source> (<year>2012</year>) <volume>12</volume>:<fpage>998</fpage>&#x2013;<lpage>1005</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.spinee.2012.08.024</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>X</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk factors for new vertebral compression fractures after percutaneous vertebroplasty: qualitative evidence synthesized from a systematic review</article-title>. <source>Spine</source> (<year>2013</year>) <volume>38</volume>:<page-range>E713&#x2013;722</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/BRS.0b013e31828cf15b</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zvekic-Svorcan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Aleksic</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jankovic</surname> <given-names>T</given-names>
</name>
<name>
<surname>Filipovic</surname> <given-names>K</given-names>
</name>
<name>
<surname>Cvetkovic</surname> <given-names>M</given-names>
</name>
<name>
<surname>Vuksanovic</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Capture the vertebral fracture: Risk factors as a prediction</article-title>. <source>J Bback musculoskeletal Rehabil</source> (<year>2019</year>) <volume>32</volume>:<page-range>269&#x2013;76</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3233/bmr-170898</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname> <given-names>C</given-names>
</name>
<name>
<surname>Rong</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>G</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk factors for refracture following primary osteoporotic vertebral compression fractures</article-title>. <source>Pain physician</source> (<year>2021</year>) <volume>24</volume>:<fpage>E335</fpage>&#x2013;<lpage>e340</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bas.2021.100253</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hirschfeld</surname> <given-names>HP</given-names>
</name>
<name>
<surname>Kinsella</surname> <given-names>R</given-names>
</name>
<name>
<surname>Duque</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Osteosarcopenia: where bone, muscle, and fat collide</article-title>. <source>Osteoporos Int</source> (<year>2017</year>) <volume>28</volume>:<page-range>2781&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-017-4151-8</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hida</surname> <given-names>T</given-names>
</name>
<name>
<surname>Shimokata</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sakai</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>S</given-names>
</name>
<name>
<surname>Matsui</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Takemura</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Sarcopenia and sarcopenic leg as potential risk factors for acute osteoporotic vertebral fracture among older women</article-title>. <source>Eur Spine J</source> (<year>2016</year>) <volume>25</volume>:<page-range>3424&#x2013;31</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00586-015-3805-5</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iolascon</surname> <given-names>G</given-names>
</name>
<name>
<surname>Giamattei</surname> <given-names>MT</given-names>
</name>
<name>
<surname>Moretti</surname> <given-names>A</given-names>
</name>
<name>
<surname>Di Pietro</surname> <given-names>G</given-names>
</name>
<name>
<surname>Gimigliano</surname> <given-names>F</given-names>
</name>
<name>
<surname>Gimigliano</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Sarcopenia in women with vertebral fragility fractures</article-title>. <source>Aging Clin Exp Res</source> (<year>2013</year>) <volume>25</volume>(<supplement>Suppl 1</supplement>):<page-range>S129&#x2013;131</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40520-013-0102-1</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>WF</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>CW</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>CN</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>HT</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>MY</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>KL</given-names>
</name>
<etal/>
</person-group>. <article-title>The association between sarcopenia and osteoporotic vertebral compression refractures</article-title>. <source>Osteoporos Int</source> (<year>2019</year>) <volume>30</volume>:<page-range>2459&#x2013;67</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-019-05144-x</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Chae</surname> <given-names>SU</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>GD</given-names>
</name>
<name>
<surname>Cha</surname> <given-names>MS</given-names>
</name>
</person-group>. <article-title>Changes of paraspinal muscles in postmenopausal osteoporotic spinal compression fractures: magnetic resonance imaging study</article-title>. <source>J Bone Metab</source> (<year>2013</year>) <volume>20</volume>:<fpage>75</fpage>&#x2013;<lpage>81</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.11005/jbm.2013.20.2.75</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sollmann</surname> <given-names>N</given-names>
</name>
<name>
<surname>Franz</surname> <given-names>D</given-names>
</name>
<name>
<surname>Burian</surname> <given-names>E</given-names>
</name>
<name>
<surname>L&#xf6;ffler</surname> <given-names>MT</given-names>
</name>
<name>
<surname>Probst</surname> <given-names>M</given-names>
</name>    <name>
<surname>Gersing</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Assessment of paraspinal muscle characteristics, lumbar BMD, and their associations in routine multi-detector CT of patients with and without osteoporotic vertebral fractures</article-title>. <source>Eur J Radiol</source> (<year>2020</year>) <volume>125</volume>:<elocation-id>108867</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejrad.2020.108867</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moher</surname> <given-names>D</given-names>
</name>
<name>
<surname>Liberati</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tetzlaff</surname> <given-names>J</given-names>
</name>
<name>
<surname>Altman</surname> <given-names>DG</given-names>
</name>
</person-group>. <article-title>Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement</article-title>. <source>BMJ (Clin Res ed)</source> (<year>2009</year>) <volume>339</volume>:<elocation-id>b2535</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/bmj.b2535</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stang</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses</article-title>. <source>Eur J Epidemiol</source> (<year>2010</year>) <volume>25</volume>:<page-range>603&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10654-010-9491-z</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Park</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>YS</given-names>
</name>
</person-group>. <article-title>What is the effect of spino-pelvic sagittal parameters and back muscles on osteoporotic vertebral fracture</article-title>? <source>Asian Spine J</source> (<year>2015</year>) <volume>9</volume>:<page-range>162&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4184/asj.2015.9.2.162</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Duanmu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>W</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Quantitative analysis of modified functional muscle-bone unit and back muscle density in patients with lumbar vertebral fracture in Chinese elderly men: A case-control study</article-title>. <source>Aging Clin Exp Res</source> (<year>2019</year>) <volume>31</volume>:<page-range>637&#x2013;44</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40520-018-1024-8</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Qin</surname> <given-names>WY</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Lumbar paraspinal muscle quantity and quality in postmenopausal women with osteoporotic vertebral compression fractures: a case-control study based on MRI</article-title>. <source>Orthopaedics</source> (<year>2021</year>) <volume>12</volume>:<fpage>8</fpage>&#x2013;<lpage>13</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3969/j.issn.1674-8573.2021.01.002</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname> <given-names>FT</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>DG</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>JF</given-names>
</name>
</person-group>. <article-title>Clinical significance of cross-sectional area of paravertebral muscles in patients with thoracolumbar spine fracture</article-title>. <source>China Med</source> (<year>2019</year>) <volume>14</volume>:<page-range>408&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3760/j.issn.1673-4777.2019.03.023</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Measurement of paravertebral muscle indicators on MRI in the patients with osteoporotic vertebral fracture and its clinical significance</article-title>. <source>Chin J Tissue Eng Res</source> (<year>2019</year>) <volume>23</volume>:<page-range>578&#x2013;83</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3969/j.issn.2095-4344.1040</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>H</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Bao</surname> <given-names>W</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>JJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Can paraspinal muscle degeneration be a reason for refractures after percutaneous kyphoplasty? a magnetic resonance imaging observation</article-title>. <source>J orthop Surg Res</source> (<year>2021</year>) <volume>16</volume>:<fpage>476</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13018-021-02623-y</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Habibi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Takahashi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hoshino</surname> <given-names>M</given-names>
</name>
<name>
<surname>Takayama</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sasaoka</surname> <given-names>R</given-names>
</name>
<name>
<surname>Tsujio</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of paravertebral muscle in thoracolumbar and lower lumbar regions on outcomes following osteoporotic vertebral fracture: a multicenter cohort study</article-title>. <source>Arch osteoporos</source> (<year>2021</year>) <volume>16</volume>:<elocation-id>2</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11657-020-00866-6</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>YH</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Shang</surname> <given-names>XW</given-names>
</name>
</person-group>. <article-title>Risk factors for adjacent vertebral fractures after PKP treatment in patients with osteoporotic vertebral compression fractures</article-title>. <source>Shandong Med J</source> (<year>2021</year>) <volume>61</volume>:<page-range>72&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3969/j.issn.1002-266X.2021.23.018</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Assessment of clinical, imaging, surgical risk factors for subsequent fracture following vertebral augmentation in osteoporotic patients</article-title>. <source>Skeletal Radiol</source> (<year>2022</year>) <volume>51</volume>(<issue>8</issue>):<page-range>1623-30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00256-022-04009-5</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>So</surname> <given-names>KY</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>CY</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>YS</given-names>
</name>
</person-group>. <article-title>The influence of fat infiltration of back extensor muscles on osteoporotic vertebral fractures</article-title>. <source>Asian Spine J</source> (<year>2013</year>) <volume>7</volume>:<page-range>308&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4184/asj.2013.7.4.308</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>LK</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>WJ</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>LN</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>LK</given-names>
</name>
<name>
<surname>Arai</surname> <given-names>H</given-names>
</name>
<name>
<surname>Akishita</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Recent advances in sarcopenia research in Asia: 2016 update from the Asian working group for sarcopenia</article-title>. <source>J Am Med Dir Assoc</source> (<year>2016</year>) <volume>17</volume>:<page-range>767.e761&#x2013;767</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jamda.2016.05.016</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crawford</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Filli</surname> <given-names>L</given-names>
</name>
<name>
<surname>Elliott</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Nanz</surname> <given-names>D</given-names>
</name>
<name>
<surname>Fischer</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Marcon</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Age- and level-dependence of fatty infiltration in lumbar paravertebral muscles of healthy volunteers</article-title>. <source>AJNR Am J neuroradiol</source> (<year>2016</year>) <volume>37</volume>:<page-range>742&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3174/ajnr.A4596</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jeon</surname> <given-names>I</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>SW</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Paraspinal muscle fatty degeneration as a predictor of progressive vertebral collapse in osteoporotic vertebral compression fractures</article-title>. <source>Spine J</source> (<year>2021</year>) <volume>22</volume>(<issue>2</issue>):<page-range>313-20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.spinee.2021.07.020</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takahashi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hoshino</surname> <given-names>M</given-names>
</name>
<name>
<surname>Takayama</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sasaoka</surname> <given-names>R</given-names>
</name>
<name>
<surname>Tsujio</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yasuda</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>The natural course of the paravertebral muscles after the onset of osteoporotic vertebral fracture</article-title>. <source>Osteoporos Int</source> (<year>2020</year>) <volume>31</volume>:<page-range>1089&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-020-05338-8</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Katsu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ohba</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ebata</surname> <given-names>S</given-names>
</name>
<name>
<surname>Haro</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Comparative study of the paraspinal muscles after OVF between the insufficient union and sufficient union using MRI</article-title>. <source>BMC musculoskeletal Disord</source> (<year>2018</year>) <volume>19</volume>:<fpage>143</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12891-018-2064-0</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>