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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2025.1525218</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Magnetic resonance spectroscopy in cervical spondylotic myelopathy: a systematic review of metabolite changes and clinical correlations</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Montes-Gonz&#x00E1;lez</surname> <given-names>Iris Tatiana</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Griswold</surname> <given-names>Dylan Paul</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Peralta-Pizza</surname> <given-names>Fernando</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
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<contrib contrib-type="author">
<name><surname>Israel-Romero</surname> <given-names>Jos&#x00E9; Alberto</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Mier-Garc&#x00ED;a</surname> <given-names>Juan Felipe</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Soriano-Sanchez</surname> <given-names>Jos&#x00E9; Antonio</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Cl&#x00ED;nica Imbanaco</institution>, <addr-line>Cali, Valle del Cauca</addr-line>, <country>Colombia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Cl&#x00ED;nica Sebasti&#x00E1;n de Belalc&#x00E1;zar</institution>, <addr-line>Cali, Valle del Cauca</addr-line>, <country>Colombia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Cl&#x00ED;nica Cali</institution>, <addr-line>Cali, Valle del Cauca</addr-line>, <country>Colombia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Neurological Center, ABC Campus Santa Fe Medical Center</institution>, <addr-line>Mexico City</addr-line>, <country>Mexico</country></aff>
<aff id="aff5"><sup>5</sup><institution>Stanford School of Medicine</institution>, <addr-line>Stanford, CA</addr-line>, <country>United States</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Clinical Neurosciences, University of Cambridge</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff7"><sup>7</sup><institution>Cl&#x00ED;nica Colombia</institution>, <addr-line>Cali, Valle del Cauca</addr-line>, <country>Colombia</country></aff>
<aff id="aff8"><sup>8</sup><institution>Hospital Departamental Tom&#x00E1;s Uribe Uribe</institution>, <addr-line>Tulu&#x00E1;, Valle del Cauca</addr-line>, <country>Colombia</country></aff>
<aff id="aff9"><sup>9</sup><institution>Cl&#x00ED;nica de Occidente</institution>, <addr-line>Cali, Valle del Cauca</addr-line>, <country>Colombia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Luca Ricciardi, Sapienza University of Rome, Italy</p></fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Francesco Corrivetti, Azienda Sanitaria Locale Salerno, Italy</p>
<p>Nicolo Norri, University of Ferrara, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Iris Tatiana Montes-Gonz&#x00E1;lez, <email>iris.montes787@gmail.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1525218</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Montes-Gonz&#x00E1;lez, Griswold, Peralta-Pizza, Israel-Romero, Mier-Garc&#x00ED;a and Soriano-Sanchez.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Montes-Gonz&#x00E1;lez, Griswold, Peralta-Pizza, Israel-Romero, Mier-Garc&#x00ED;a and Soriano-Sanchez</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 id="sec1">
<title>Introduction</title>
<p>Cervical spondylotic myelopathy (CSM) is a common degenerative condition characterized by narrowing of the cervical spinal canal, leading to progressive spinal cord injury and functional decline. While magnetic resonance imaging (MRI) is the gold standard for diagnosing CSM, it has limitations in predicting clinical outcomes. Magnetic resonance spectroscopy (MRS) offers metabolic insights that may enhance diagnostic and prognostic capabilities in CSM.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>We conducted a systematic review following the PRISMA guidelines. Comprehensive literature searches were performed in PubMed, OVID, EMBASE, Web of Science, and the Cochrane Central Register of Controlled Trials up to June 2023. Studies included human subjects with CSM, a cohort of at least 10 patients, and reported primary data on cervical spine MRS findings correlated with clinical scales such as the modified Japanese Orthopaedic Association (mJOA) scale, both pre- and post-operatively.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Six prospective studies involving 123 patients (average age 45.8 to 63&#x202F;years) met the inclusion criteria. Common symptoms were neck pain, radicular upper-limb pain, paresthesia, and motor impairment. MRS findings indicated that symptomatic CSM patients had reduced N-acetyl aspartate to creatine (NAA/Cr) ratios and elevated choline to creatine (Cho/Cr) and choline to NAA (Cho/NAA) ratios compared to healthy controls. Lactate peaks were detected in a significant proportion of symptomatic patients, suggesting hypoxic or inflammatory injury. Decreased NAA/Cr and increased Cho/NAA ratios correlated with lower mJOA scores, indicating more severe myelopathy. Post-operative increases in NAA/Cr ratios and decreases in Cho/NAA ratios were associated with improved mJOA scores, highlighting the prognostic value of these metabolites.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>MRS provides valuable metabolic information correlating with clinical severity and functional outcomes in CSM. Reduced NAA/Cr and elevated Cho/Cr and Cho/NAA ratios are associated with more severe disease and may predict surgical recovery. MRS shows promise as a non-invasive tool for enhancing the diagnosis and management of CSM. Further research is needed to standardize protocols, validate findings in larger cohorts, and integrate MRS into clinical practice.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cervical spondylotic myelopathy</kwd>
<kwd>cervical myelopathy</kwd>
<kwd>spectroscopy</kwd>
<kwd>spinal cord</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="29"/>
<page-count count="9"/>
<word-count count="5445"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Geriatric Medicine</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Cervical spondylotic myelopathy (CSM) is a common acquired condition characterized by the narrowing of the cervical spinal canal at one or more segments, leading to progressive spinal cord injury and functional decline. Although approximately 90&#x2013;95% of patients with cervical spondylosis are asymptomatic, imaging studies in asymptomatic individuals have reported degenerative changes in one or more cervical levels in up to 95% of men over 60&#x202F;years of age and 89% of women (<xref ref-type="bibr" rid="ref1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>Currently, magnetic resonance (MR) imaging without contrast is the gold standard for diagnosing CSM. It provides detailed visualization of cervical spine and spinal cord anatomy, reveals the presence and severity of degenerative disease, and assesses the extent of myelopathy. MR imaging also allows evaluation of the spinal cord compression ratio, which is considered an unfavorable prognostic factor for CSM when it is less than 0.436 (<xref ref-type="bibr" rid="ref4">4</xref>&#x2013;<xref ref-type="bibr" rid="ref7">7</xref>).</p>
<p>Poor prognostic indicators on MR imaging typically include low signal intensity on T1-weighted sequences combined with hyperintense lesions on T2-weighted images, suggesting inflammation, edema, or gliosis of the spinal cord (<xref ref-type="bibr" rid="ref6">6</xref>&#x2013;<xref ref-type="bibr" rid="ref10">10</xref>). However, clinical studies have not consistently correlated these MR findings with the patient&#x2019;s clinical status or prognostic outcomes after treatment (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>). Even spinal cord atrophy has not been definitively established as a predictor of clinical outcomes (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>).</p>
<p>Magnetic resonance spectroscopy (MRS) is a non-invasive advanced diagnostic technique used to determine the molecular composition of tissue, including phase changes, conformational and configurational alterations, solubility, and diffusion potential. It provides valuable information on cellular biochemistry and neural function (<xref ref-type="bibr" rid="ref13">13</xref>). Sparse evidence has described decreased N-acetylaspartate (NAA)/creatine (Cr) ratios and abnormal lactate levels in patients with CSM, but there is no consensus on the clinical significance and prognostic relevance of these findings, either pre- or post-operatively (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Therefore, in this systematic review, we aim to evaluate the MR spectroscopy findings of the spinal cord in patients with CSM, establish their clinical correlation with validated scales, and assess changes in metabolites after surgical decompression.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<p>This systematic review adheres to the standards set by the Cochrane Collaboration and follows the recommendations of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 statement (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<sec id="sec7">
<title>Search strategy</title>
<p>A comprehensive literature search was conducted using Medical Subject Headings (MeSH) terms and related keywords, accounting for synonyms, acronyms, plurals, and spelling variations. The databases searched included PubMed, OVID, EMBASE, Web of Science, and the Cochrane Central Register of Controlled Trials, covering all records from their inception until June 2023. The search was limited to articles published in English or Spanish, with no time restrictions. An example of the search equation used in PubMed is provided below:</p>
<p>(&#x201C;cervical vertebrae&#x201D;[MeSH Terms] OR (&#x201C;cervical&#x201D;[All Fields] AND &#x201C;vertebrae&#x201D;[All Fields]) OR &#x201C;cervical vertebrae&#x201D;[All Fields] OR (&#x201C;cervical&#x201D;[All Fields] AND &#x201C;spine&#x201D;[All Fields]) OR &#x201C;cervical spine&#x201D;[All Fields]) AND (&#x201C;cervical cord&#x201D;[MeSH Terms] OR (&#x201C;cervical&#x201D;[All Fields] AND &#x201C;cord&#x201D;[All Fields]) OR &#x201C;cervical cord&#x201D;[All Fields]) AND (&#x201C;magnetic resonance spectroscopy&#x201D;[MeSH Terms] OR (&#x201C;magnetic&#x201D;[All Fields] AND &#x201C;resonance&#x201D;[All Fields] AND &#x201C;spectroscopy&#x201D;[All Fields]) OR &#x201C;magnetic resonance spectroscopy&#x201D;[All Fields]) AND (&#x201C;spinal cord compression&#x201D;[MeSH Terms] OR (&#x201C;spinal&#x201D;[All Fields] AND &#x201C;cord&#x201D;[All Fields] AND &#x201C;compression&#x201D;[All Fields]) OR &#x201C;spinal cord compression&#x201D;[All Fields])</p>
</sec>
<sec id="sec8">
<title>Eligibility criteria and study selection</title>
<p>Studies were considered eligible for inclusion if they met the following criteria:</p>
<list list-type="order">
<list-item><p>Involved Suspicion of CSM was defined as the presence of symptoms suggestive of myelopathy, such as gait instability, hand dexterity issues, or frequent falls, even if a definitive diagnosis via imaging was not yet established (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>).</p></list-item>
<list-item><p>Included a cohort of at least 10 patients.</p></list-item>
<list-item><p>Reported primary data on MR spectroscopy findings of the cervical spine and clinical condition, ideally using validated scales such as the modified Japanese Orthopaedic Association (mJOA) scale, both pre-and post-operatively.</p></list-item>
</list>
<p>Exclusion criteria were as follows:</p>
<list list-type="bullet">
<list-item><p><italic>In vitro</italic> or cadaveric studies, reviews, abstracts, and conference proceedings.</p></list-item>
<list-item><p>Studies focusing on causes of cervical myelopathy other than CSM (e.g., tumors, myelodegenerative diseases).</p></list-item>
<list-item><p>Studies that did not report pre-operative data.</p></list-item>
<list-item><p>Studies that did not comply with any of the inclusion criteria.</p></list-item>
</list>
<p>All reviewers independently screened the titles and abstracts of the retrieved records. Relevant studies were then reviewed in full text to determine eligibility based on the criteria above. In cases of disagreement, a third reviewer was consulted to reach a consensus.</p>
</sec>
<sec id="sec9">
<title>Data extraction</title>
<p>Data extraction was performed independently by all reviewers using separate Excel spreadsheets. Extracted data were then cross-checked among reviewers and against the original articles. The following information was collected:</p>
<list list-type="bullet">
<list-item><p>Study objective.</p></list-item>
<list-item><p>Country where the study was conducted.</p></list-item>
<list-item><p>Study design.</p></list-item>
<list-item><p>Number of patients included.</p></list-item>
<list-item><p>Male-to-female ratio.</p></list-item>
<list-item><p>Age of participants.</p></list-item>
<list-item><p>Clinical symptoms.</p></list-item>
<list-item><p>MR spectroscopy protocols and results.</p></list-item>
<list-item><p>Follow-up duration.</p></list-item>
</list>
<p>Any discrepancies in data extraction were resolved through discussion, and if necessary, adjudicated by a third reviewer.</p>
</sec>
<sec id="sec10">
<title>Levels of evidence</title>
<p>Each study was graded according to the 2011 Oxford Centre for Evidence-Based Medicine (OCEBM) guidelines. Two independent reviewers performed the grading, and any disagreements were resolved by a third reviewer.</p>
</sec>
<sec id="sec11">
<title>Assessment of heterogeneity</title>
<p>We assessed heterogeneity across the included studies by examining clinical characteristics (e.g., patient populations, interventions), methodological aspects (e.g., study design, data collection methods), and statistical analyses.</p>
</sec>
<sec id="sec12">
<title>Risk of bias assessment</title>
<p>The risk of bias for each study was evaluated using the Newcastle-Ottawa Scale. Two independent reviewers conducted the assessments, with a third reviewer resolving any discrepancies.</p>
</sec>
<sec id="sec13">
<title>Qualitative synthesis</title>
<p>A narrative synthesis was performed to summarize the findings of the included studies. This synthesis described the clinical and methodological characteristics, strengths and limitations, quality of evidence, and risk of bias for each study.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<title>Results</title>
<p>The initial search strategy identified a total of 210 records&#x2014;205 from databases and 5 from manual searches. After removing duplicates, 210 unique studies remained for screening. Title and abstract screening excluded 190 records that did not meet the inclusion criteria. A full-text review was conducted on the remaining 20 studies, of which 14 were excluded due to the absence of reported outcomes directly assessing MR spectroscopy findings correlated with clinical severity (e.g., metabolite ratios or mJOA scores). Ultimately, six studies were included for data extraction, as illustrated in the PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow diagram for study selection process.</p>
</caption>
<graphic xlink:href="fmed-12-1525218-g001.tif"/>
</fig>
<sec id="sec15">
<title>Qualitative synthesis</title>
<p>The six included studies were all prospective and published between 2006 and 2017, representing Level 3 evidence according to the Oxford Centre for Evidence-Based Medicine (OCEBM) guidelines. These studies were conducted in Egypt, Turkey, and the United States, involving a total of 123 patients with an average age range of 45.8 to 63&#x202F;years. <xref ref-type="table" rid="tab1">Table 1</xref> provides a summary of the main characteristics of the included studies, including patient demographics, study design, and MR spectroscopy details.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Summary of MR spectroscopy findings in cervical spondylotic myelopathy studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study (Year)</th>
<th align="left" valign="top">Design</th>
<th align="left" valign="top">Sample characteristics</th>
<th align="left" valign="top">Predominant symptoms</th>
<th align="left" valign="top">MR spectroscopy technical details</th>
<th align="left" valign="top">Measured outcome</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Holly et al., 2013</td>
<td align="left" valign="top">Case control</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;21, M/F&#x202F;=&#x202F;12/9, Age&#x202F;=&#x202F;59</td>
<td align="left" valign="top">Neck pain, motor dysfunction, paresthesia</td>
<td align="left" valign="top">Siemens 3&#x202F;T, PRESS, TR&#x202F;=&#x202F;2000&#x202F;ms, TE&#x202F;=&#x202F;30&#x202F;ms, 1.72&#x202F;mL voxel</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item><p>NAA/Cr and Cho/Cr ratios</p></list-item>
<list-item><p>mJOA pre/post change</p></list-item>
<list-item><p>T2 changes</p></list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">Taha Ali et al., 2013</td>
<td align="left" valign="top">Case control</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;24, M/F&#x202F;=&#x202F;15/9, Age&#x202F;=&#x202F;53</td>
<td align="left" valign="top">Not specified</td>
<td align="left" valign="top">Philips 1.5&#x202F;T, PRESS, TR&#x202F;=&#x202F;2000&#x202F;ms, TE&#x202F;=&#x202F;36&#x202F;ms, CHESS for water suppression</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item><p>NAA/Cr, Cho/Cr ratios</p></list-item>
<list-item><p>Lactate peak</p></list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">Holly et al., 2017</td>
<td align="left" valign="top">Cohort</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;16, M/F&#x202F;=&#x202F;10/6, Age&#x202F;=&#x202F;63</td>
<td align="left" valign="top">Gait disturbance, hand paresthesia</td>
<td align="left" valign="top">Siemens 1.5&#x202F;T, C2 spinal level, PRESS, TR&#x202F;=&#x202F;1500/3000&#x202F;ms, TE&#x202F;=&#x202F;30&#x202F;ms</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item><p>Pre/post mJOA</p></list-item>
<list-item><p>NAA/Cr, Cho/NAA</p></list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">Kendi et al., 2006</td>
<td align="left" valign="top">Case control</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;14, M/F&#x202F;=&#x202F;6/8, Age&#x202F;=&#x202F;45.8</td>
<td align="left" valign="top">Neck pain, upper limb pain, paresis</td>
<td align="left" valign="top">Philips 1.5&#x202F;T, MOIST water suppression, voxel 5&#x202F;&#x00D7;&#x202F;6&#x202F;&#x00D7;&#x202F;6&#x202F;mm</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item><p>NAA, Choline</p></list-item>
<list-item><p>Creatine, Myoinositol</p></list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">Ellingson et al., 2015</td>
<td align="left" valign="top">Case control</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;27, M/F&#x202F;=&#x202F;13/14, Age&#x202F;=&#x202F;62</td>
<td align="left" valign="top">Gait disturbance, neck pain</td>
<td align="left" valign="top">Siemens 3&#x202F;T, TR&#x202F;=&#x202F;2000&#x202F;ms, TE&#x202F;=&#x202F;30&#x202F;ms, 1.72&#x202F;mL voxel</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item><p>Cho/NAA, NAA/Cr</p></list-item>
<list-item><p>mJOA correlation</p></list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">Holly et al., 2009</td>
<td align="left" valign="top">Case control</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;21, M/F&#x202F;=&#x202F;11/10, Age&#x202F;=&#x202F;60</td>
<td align="left" valign="top">Gait disturbance, hand paresthesia</td>
<td align="left" valign="top">Siemens 1.5&#x202F;T, T1 and T2 imaging sequences</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item><p>NAA/Cr, Cho/Cr</p></list-item>
<list-item><p>- Lactate peaks</p>
<p>- mJOA</p></list-item>
</list>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Cho, Choline; Cr, creatine; Myo, myoinositol; NAA, N-acetyl aspartate; Glix, glicina; Glu, glutamine; Lip, Lipides; Lac, lactate; mJOA, modified Japanese Orthopaedic Association scale.</p>
</table-wrap-foot>
</table-wrap>
<p>Common pre-operative symptoms among patients included neck pain, radicular upper-limb pain, paresthesia, and motor impairment. Magnetic Resonance (MR) spectroscopy was performed using a 1.5 Tesla MRI scanner in four studies and a 3 Tesla MRI scanner in two studies. The main metabolites measured were N-acetyl aspartate (NAA), choline (Cho), creatine (Cr), and lactate levels. The studies focused on metabolite ratios such as NAA/Cr, Cho/Cr, and Cho/NAA. Four studies utilized the modified Japanese Orthopedic Association (mJOA) scale to assess symptom severity and functional status.</p>
</sec>
<sec id="sec16">
<title>Key findings from the studies</title>
<p>The systematic review included six prospective studies that analyzed a total of 123 patients with CSM. These studies provided valuable insights into the metabolic changes detected by MRS and their correlations with clinical severity and outcomes. Symptomatic patients demonstrated consistent reductions in the NAA/Cr ratio, a marker of neuronal loss or dysfunction. For instance, Kendi et al. (<xref ref-type="bibr" rid="ref19">19</xref>) reported a mean NAA/Cr ratio of 1.46&#x202F;&#x00B1;&#x202F;0.29 in symptomatic patients, which was significantly lower than the 2.01&#x202F;&#x00B1;&#x202F;0.30 observed in healthy controls (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001; <xref ref-type="table" rid="tab2">Table 2</xref>). Similarly, elevated Cho/Cr and Cho/NAA ratios were observed across studies, reflecting increased membrane turnover or gliosis. Salamon et al. (<xref ref-type="bibr" rid="ref20">20</xref>) highlighted this pattern, noting higher Cho/NAA ratios in symptomatic patients with T2-weighted imaging changes compared to healthy controls (mean&#x202F;&#x00B1;&#x202F;SD: 1.51&#x202F;&#x00B1;&#x202F;0.21 versus 0.89&#x202F;&#x00B1;&#x202F;0.23, respectively; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001; <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Comparative metabolite levels in MR spectroscopy across CSM patient groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study (Year)</th>
<th align="center" valign="top">Sample size (symptomatic/asymptomatic)</th>
<th align="left" valign="top">Symptomatic with T2 changes</th>
<th align="left" valign="top">Symptomatic without T2 changes</th>
<th align="left" valign="top">Asymptomatic</th>
<th align="center" valign="top">mJOA</th>
<th align="center" valign="top">Symptomatic patients with lactate peaks</th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="2"/>
<td/>
<td align="left" valign="middle">NAA / Cr | Cho / Cr | Glix / Cr | (Lip-Lac) / Cr | Mio / Cr | Cho / NAA</td>
<td align="left" valign="middle">NAA / Cr | Cho / Cr | Glix / Cr | (Lip-Lac) / Cr | Mio / Cr | Cho / NAA</td>
<td align="left" valign="middle">NAA / Cr | Cho / Cr | Glix / Cr | (Lip-Lac) / Cr | Mio / Cr | Cho / NAA</td>
<td align="center" valign="middle">mJOA</td>
<td align="center" valign="middle">Count</td>
</tr>
<tr>
<td align="left" valign="middle">Ellingson et al., 2015</td>
<td align="center" valign="middle">27</td>
<td align="left" valign="middle">3.95&#x202F;&#x00B1;&#x202F;8.99 | 10.06&#x202F;&#x00B1;&#x202F;36.60 | - | - | - | 1.58&#x202F;&#x00B1;&#x202F;1.82</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">Holly et al., 2013</td>
<td align="center" valign="middle">21/11</td>
<td align="left" valign="middle">1.17&#x202F;&#x00B1;&#x202F;0.42 | 0.49&#x202F;&#x00B1;&#x202F;0.17 | 1.36&#x202F;&#x00B1;&#x202F;0.78 | 0.36&#x202F;&#x00B1;&#x202F;0.38 | 1.31&#x202F;&#x00B1;&#x202F;0.67 | 0.34&#x202F;&#x00B1;&#x202F;0.07</td>
<td align="left" valign="middle">1.27&#x202F;&#x00B1;&#x202F;0.27 | 0.41&#x202F;&#x00B1;&#x202F;0.09 | 2.02&#x202F;&#x00B1;&#x202F;1.44 | 0.27&#x202F;&#x00B1;&#x202F;0.21 | 1.49&#x202F;&#x00B1;&#x202F;0.58 | 0.32&#x202F;&#x00B1;&#x202F;0.05</td>
<td align="left" valign="middle">1.37&#x202F;&#x00B1;&#x202F;0.32 | 0.31&#x202F;&#x00B1;&#x202F;0.08 | 1.68&#x202F;&#x00B1;&#x202F;1.00 | 0.19&#x202F;&#x00B1;&#x202F;0.13 | 1.42&#x202F;&#x00B1;&#x202F;0.57 | 0.25&#x202F;&#x00B1;&#x202F;0.08</td>
<td align="center" valign="middle">14.7&#x2013;16.6</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">Taha Ali, et al., 2013</td>
<td align="center" valign="middle">24/11</td>
<td align="left" valign="middle">1.34&#x202F;&#x00B1;&#x202F;0.09 | 0.82&#x202F;&#x00B1;&#x202F;0.12 | - | - | - | -</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="left" valign="middle">1.82&#x202F;&#x00B1;&#x202F;0.08 | 0.75&#x202F;&#x00B1;&#x202F;0.14 | - | - | - | -</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">9</td>
</tr>
<tr>
<td align="left" valign="middle">Holly et al., 2009</td>
<td align="center" valign="middle">21 / 13</td>
<td align="left" valign="middle">1.27&#x202F;&#x00B1;&#x202F;0.52 | 0.96&#x202F;&#x00B1;&#x202F;0.24 | - | - | - | -</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="left" valign="middle">1.83&#x202F;&#x00B1;&#x202F;0.18 | 0.93&#x202F;&#x00B1;&#x202F;0.18 | - | - | - | -</td>
<td align="center" valign="middle">12.3&#x202F;&#x00B1;&#x202F;2.2</td>
<td align="center" valign="middle">7</td>
</tr>
<tr>
<td align="left" valign="middle">Kendi et al., 2006</td>
<td align="center" valign="middle">14 (20 measurements)</td>
<td align="left" valign="middle">NAA: &#x2193;19, &#x2191;1 | Creatine: &#x2191;14, &#x2193;6 | Choline: &#x2193;12, &#x2191;8 | Lactate: &#x2193;12, &#x2191;8</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In addition to these metabolic alterations, several studies reported the presence of lactate peaks in symptomatic patients, which were absent in controls. These findings are indicative of hypoxic or inflammatory injury. For example, Taha Ali et al. (<xref ref-type="bibr" rid="ref21">21</xref>) observed lactate peaks in 33% of symptomatic cases, suggesting that MRS can detect pathological changes that might be missed by conventional imaging techniques.</p>
<p>The correlation between MRS findings and clinical severity, as measured by the mJOA scores, was a recurring theme in the included studies. Lower NAA/Cr and higher Cho/NAA ratios were strongly associated with reduced mJOA scores, reflecting more severe functional impairment. Ellingson et al. (<xref ref-type="bibr" rid="ref22">22</xref>) demonstrated a statistically significant inverse relationship between Cho/NAA ratios and mJOA scores (correlation coefficient <italic>r</italic>&#x202F;=&#x202F;&#x2212;0.65, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01; <xref ref-type="table" rid="tab2">Table 2</xref>). Similarly, Holly et al. (<xref ref-type="bibr" rid="ref15">15</xref>) found that pre-operative NAA/Cr ratios were predictive of post-operative recovery, with patients showing higher NAA/Cr ratios experiencing greater improvements in mJOA scores following surgical decompression (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Comparison of pre- and post-operative mJOA scores and metabolite ratios in CSM patients.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study (Year)</th>
<th align="center" valign="top">Pre-operative mJOA</th>
<th align="center" valign="top">Post-operative mJOA</th>
<th align="center" valign="top">NAA/Cr (mean | range)</th>
<th align="center" valign="top">Cho/Cr (mean | range)</th>
<th align="center" valign="top">Cho/NAA (mean | range)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Holly et al., 2017</td>
<td align="center" valign="middle">12.1</td>
<td align="center" valign="middle">14.6</td>
<td align="center" valign="middle">1.44 | (0.86&#x2013;2.24)</td>
<td align="center" valign="middle">0.98 | (0.57&#x2013;1.45)</td>
<td align="center" valign="middle">0.75 | (0.34&#x2013;1.45)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Post-operative changes in metabolite ratios further underscored the potential utility of MRS in monitoring recovery. Across the studies, surgical decompression was associated with normalization of metabolite ratios, particularly an increase in NAA/Cr and a decrease in Cho/NAA ratios. Holly et al. (<xref ref-type="bibr" rid="ref15">15</xref>) reported that patients who exhibited significant post-operative increases in NAA/Cr ratios experienced better functional outcomes, reinforcing the prognostic value of these metabolic markers (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<p>Notably, these metabolite changes were consistently observed in symptomatic patients regardless of T2 imaging findings, highlighting the additional value of MRS in detecting biochemical alterations not evident on conventional imaging. The patterns of reduced NAA/Cr, elevated Cho/Cr, and the presence of lactate peaks in symptomatic patients were robust across the included studies, emphasizing the reliability of these findings in characterizing the pathophysiology of CSM.</p>
</sec>
<sec id="sec17">
<title>Risk of bias</title>
<p>The risk of bias was assessed using the Newcastle-Ottawa Scale. Among the four case&#x2013;control studies, three were rated as having a low risk of bias, while one was considered to have a moderate risk due to limitations in sample size and participant selection. The cohort study and case series were also rated as having a low risk of bias. Detailed risk of bias evaluations are presented in <xref ref-type="table" rid="tab4">Tables 4</xref>, <xref ref-type="table" rid="tab5"><bold>5</bold></xref>.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Newcastle-Ottawa risk of bias assessment for case&#x2013;control studies in CSM research.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study, year of publication</th>
<th align="center" valign="top" colspan="4">Selection</th>
<th align="left" valign="top">Comparability</th>
<th align="center" valign="top" colspan="3">Exposure</th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td/>
<td align="left" valign="middle">Is the case definition adequate?</td>
<td align="left" valign="middle">Representativeness of the cases</td>
<td align="left" valign="middle">Selection of controls</td>
<td align="left" valign="middle">Definition of controls</td>
<td align="left" valign="middle">Comparability of cases and controls on the basis of the design or analysis</td>
<td align="left" valign="middle">Ascertainment of exposure</td>
<td align="left" valign="middle">Same method of ascertainment for cases and controls</td>
<td align="left" valign="middle">Non-response rate</td>
<td align="left" valign="middle">Quality of evidence</td>
</tr>
<tr>
<td align="left" valign="middle">Holly et al., 2013</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Taha Ali, et al., 2013</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Holly et al., 2009</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Kendi et al., 2006</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="middle">Moderate</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Red: High. Orange: Some concerns. Green: Low.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Newcastle-Ottawa risk of bias assessment for cohort studies in CSM research.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study, year of publication</th>
<th align="center" valign="top" colspan="4">Selection</th>
<th align="left" valign="top">Comparability</th>
<th align="center" valign="top" colspan="3">Outcome</th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td/>
<td align="left" valign="middle">Representativeness of the exposed cohort</td>
<td align="left" valign="middle">Selection of the non-exposed cohort</td>
<td align="left" valign="middle">Ascertainment of exposure</td>
<td align="left" valign="middle">Demonstration that outcome of interest was not present at start of study</td>
<td align="left" valign="middle">Comparability of cohorts on the basis of the design or analysis</td>
<td align="left" valign="middle">Assesment of outcome</td>
<td align="left" valign="middle">Was follow-up long enough for outcomes to occur?</td>
<td align="left" valign="middle">Adequacy of follow up of cohorts</td>
<td align="left" valign="middle">Quality of evidence</td>
</tr>
<tr>
<td align="left" valign="middle">Holly et al., 2013</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Taha Ali, et al., 2013</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="middle">High</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Red: High. Orange: Some concerns. Green: Low.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec18">
<title>Discussion</title>
<p>Cervical spondylotic myelopathy (CSM) is a prevalent condition affecting millions worldwide, often leading to significant morbidity due to motor impairment, upper extremity paresthesia, and neck pain (<xref ref-type="bibr" rid="ref1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref3">3</xref>). Imaging studies indicate that degenerative changes in the cervical spine are present in up to 95% of men and 89% of women over 60&#x202F;years of age, even among asymptomatic individuals (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Therefore, advancements in diagnostic tools that facilitate early detection and intervention are crucial for altering the potentially catastrophic course of this disease.</p>
<sec id="sec19">
<title>Significance of MR spectroscopy in CSM</title>
<p>Our systematic review highlights the potential of magnetic resonance (MR) spectroscopy as a non-invasive imaging modality that provides detailed metabolic information about the spinal cord, which is not obtainable through conventional MR imaging. The studies included in this review consistently demonstrated that symptomatic CSM patients exhibit reduced N-acetyl aspartate to creatine (NAA/Cr) ratios and elevated choline to creatine (Cho/Cr) and choline to NAA (Cho/NAA) ratios compared to healthy controls (<xref ref-type="table" rid="tab2">Table 2</xref>) (<xref ref-type="bibr" rid="ref19">19</xref>&#x2013;<xref ref-type="bibr" rid="ref23">23</xref>). Lower NAA/Cr ratios suggest neuronal loss or dysfunction, while elevated Cho levels indicate increased membrane turnover or gliosis&#x2014;both of which reflect underlying spinal cord pathology (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
</sec>
<sec id="sec20">
<title>Correlation with clinical severity and prognosis</title>
<p>A significant finding across the studies is the correlation between metabolite ratios obtained from MR spectroscopy and clinical severity as measured by the modified Japanese Orthopaedic Association (mJOA) scores. Ellingson et al. (2015) reported that higher Cho/NAA ratios were associated with lower mJOA scores, indicating more severe myelopathy (<xref ref-type="bibr" rid="ref22">22</xref>). Similarly, Holly et al. (<xref ref-type="bibr" rid="ref15">15</xref>) found that patients with higher pre-operative NAA/Cr ratios experienced greater improvement in mJOA scores following surgical decompression, and post-operative increases in NAA/Cr ratios correlated with better neurological recovery (<xref ref-type="table" rid="tab3">Table 3</xref>). These findings suggest that MR spectroscopy not only reflects the current state of spinal cord injury but may also have prognostic value in predicting surgical outcomes.</p>
</sec>
<sec id="sec21">
<title>Comparative analysis with other advanced imaging modalities</title>
<p>While conventional MR imaging remains the gold standard for diagnosing CSM, it has limitations in predicting clinical outcomes and correlating imaging findings with symptom severity (<xref ref-type="bibr" rid="ref4">4</xref>&#x2013;<xref ref-type="bibr" rid="ref12">12</xref>). Advanced imaging techniques such as diffusion tensor imaging (DTI) and functional MRI (fMRI) have been explored for their potential to provide additional insights. DTI assesses the integrity of white matter tracts and has shown promise in detecting microstructural changes in the spinal cord (<xref ref-type="bibr" rid="ref24">24</xref>&#x2013;<xref ref-type="bibr" rid="ref28">28</xref>). However, DTI parameters like fractional anisotropy can be influenced by various factors, including edema and inflammation, and may not fully capture the metabolic state of the tissue.</p>
<p>In contrast, MR spectroscopy directly measures biochemical changes within the spinal cord. Recent studies have suggested that combining MR spectroscopy with other imaging modalities may enhance diagnostic accuracy. Wang et al. demonstrated that integrating MR spectroscopy with DTI improved the prediction of surgical outcomes in CSM patients (<xref ref-type="bibr" rid="ref29">29</xref>). This multimodal approach could offer a more comprehensive assessment of spinal cord pathology.</p>
</sec>
<sec id="sec22">
<title>Clinical implications and applications</title>
<p>The metabolic changes observed through MRS, such as reduced NAA/Cr and elevated Cho/Cr and Cho/NAA ratios, provide insights into the underlying mechanisms of neuronal loss, gliosis, and hypoxia in CSM. Understanding these processes informs the potential development of targeted therapies aimed at mitigating neuronal damage. For instance, interventions that restore neuronal energy metabolism, enhance neuroprotection, or reduce gliosis could complement surgical decompression and improve functional outcomes.</p>
<p>These findings align with prior research emphasizing the role of metabolic modulation in preserving neuronal function and preventing progressive spinal cord damage (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). Future studies should evaluate whether pharmacological agents, rehabilitation strategies, or other targeted interventions addressing these metabolic pathways could improve long-term recovery and outcomes in CSM patients.</p>
</sec>
<sec id="sec23">
<title>Pathophysiological insights</title>
<p>The metabolic alterations observed in MR spectroscopy reflect underlying pathophysiological mechanisms in CSM. Decreased NAA levels indicate neuronal loss or dysfunction, which may result from chronic compression and ischemia of the spinal cord. Elevated Cho levels suggest increased cell membrane turnover due to demyelination or gliosis (<xref ref-type="bibr" rid="ref13">13</xref>). The detection of lactate peaks in symptomatic patients further indicates anaerobic metabolism secondary to hypoxia or inflammatory processes (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref23">23</xref>).</p>
</sec>
<sec id="sec24">
<title>Limitations and challenges</title>
<p>Despite the promising findings, several limitations must be acknowledged. First, the number of studies and sample sizes are relatively small, with the included studies involving a total of 123 patients. This small sample size limits the generalizability of the findings and increases the risk of type II errors. Second, there is heterogeneity among the studies in terms of MR spectroscopy protocols, including differences in magnetic field strength, voxel placement, acquisition parameters, and metabolite quantification methods. Such variability makes it challenging to standardize metabolite ratio thresholds and compare results across studies.</p>
<p>Moreover, potential publication bias cannot be excluded. Studies with positive findings are more likely to be published, which may overestimate the effectiveness of MR spectroscopy in CSM. Additionally, the included studies were conducted in specific geographic locations (Egypt, Turkey, and the United States), which may limit the applicability of the results to other populations.</p>
<p>Technical challenges also exist in performing MR spectroscopy of the spinal cord due to its small size, susceptibility to motion artifacts, and proximity to cerebrospinal fluid and vertebral bone. Advanced techniques and specialized equipment are required, which may not be widely available. The interpretation of MR spectroscopy data requires expertise that may not be readily accessible in all clinical settings.</p>
<p>These limitations may affect the interpretation of our results and the conclusions drawn. The heterogeneity among studies and small sample sizes necessitate caution when generalizing these findings to broader clinical practice. Larger, multicenter studies with standardized MR spectroscopy protocols are needed to validate these preliminary findings.</p>
</sec>
<sec id="sec25">
<title>Economic and practical considerations</title>
<p>The cost and availability of MR spectroscopy are practical considerations that could limit its widespread adoption. High-field MR scanners and specialized coils are expensive, and the procedure is time-consuming compared to standard MR imaging. Cost-effectiveness studies are needed to determine whether the benefits of incorporating MR spectroscopy into routine clinical practice justify the additional resources required.</p>
</sec>
<sec id="sec26">
<title>Future research directions</title>
<p>To fully realize the potential of MR spectroscopy in CSM, future research should focus on:</p>
<list list-type="bullet">
<list-item><p>Standardization of protocols: developing standardized acquisition and analysis protocols to improve consistency across studies and enable the establishment of normative data for metabolite ratios.</p></list-item>
<list-item><p>Large-scale multicenter studies: conducting larger studies with diverse patient populations to validate the prognostic value of MR spectroscopy findings and assess their generalizability.</p></list-item>
<list-item><p>Integration with other modalities: exploring multimodal imaging approaches that combine MR spectroscopy with DTI, fMRI, or other techniques to enhance diagnostic accuracy and prognostic capabilities.</p></list-item>
<list-item><p>Technological advancements: investing in technological improvements to overcome current technical challenges, such as motion correction algorithms and advanced coils designed for spinal cord imaging.</p></list-item>
<list-item><p>Clinical trials: designing prospective clinical trials to assess the impact of MR spectroscopy-guided decision-making on patient outcomes.</p></list-item>
</list>
</sec>
</sec>
<sec sec-type="conclusions" id="sec27">
<title>Conclusion</title>
<p>In conclusion, MR spectroscopy offers a promising avenue for improving the diagnosis, prognostication, and management of cervical spondylotic myelopathy. By providing metabolic information that correlates with clinical severity and functional outcomes, MR spectroscopy has the potential to enhance patient care through earlier detection and more personalized treatment strategies. However, due to limitations such as small sample sizes, study heterogeneity, and potential publication bias, further research is necessary to overcome current challenges, standardize methodologies, and validate the clinical utility of MR spectroscopy in larger patient cohorts. Future studies should focus on integrating MR spectroscopy with other advanced imaging modalities and conducting large-scale, multicenter trials to establish its role in routine clinical practice.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec28">
<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 sec-type="author-contributions" id="sec29">
<title>Author contributions</title>
<p>IM-G: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing &#x2013; original draft. DG: Formal analysis, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FP-P: Data curation, Formal analysis, Writing &#x2013; original draft. JI-R: Writing &#x2013; original draft. JM-G: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. JS-S: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing &#x2013; original draft.</p>
</sec>
<sec sec-type="funding-information" id="sec30">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. DG was funded by the Gates Cambridge Trust (OPP1144).</p>
</sec>
<sec sec-type="COI-statement" id="sec31">
<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="ai-statement" id="sec32">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec33">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>CSM, Cervical Spondylotic Myelopathy; MR, Magnetic Resonance; MRI, Magnetic Resonance Imaging; MRS, Magnetic Resonance Spectroscopy; NAA, N-Acetylaspartate; Cr, Creatine; Cho, Choline; mJOA, Modified Japanese Orthopaedic Association; MeSH, Medical Subject Headings; PRISMA, Preferred Reporting Items for Systematic Reviews and Meta-Analyses; OCEBM, Oxford Centre for Evidence-Based Medicine; DTI, Diffusion Tensor Imaging; fMRI, Functional Magnetic Resonance Imaging; T2WI, T2-Weighted Imaging.</p></fn></fn-group>
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