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<article article-type="brief-report" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Musculoskelet. Disord.</journal-id><journal-title-group>
<journal-title>Frontiers in Musculoskeletal Disorders</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Musculoskelet. Disord.</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2813-883X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmscd.2026.1737528</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Brief Research Report</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Standing radiographs to screen severe lumbar disc herniation for timely referral</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Surapuchong</surname><given-names>Suttinont</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3245429/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Pongpirul</surname><given-names>Krit</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1257515/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Spine Unit, Institute of Orthopaedics, Lerdsin General Hospital</institution>, <city>Bangkok</city>, <country country="th">Thailand</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Orthopaedic Surgery, College of Medicine, Rangsit University</institution>, <city>Bangkok</city>, <country country="th">Thailand</country></aff>
<aff id="aff3"><label>3</label><institution>Center of Excellence in Preventive and Integrative Medicine (CE-PIM), Faculty of Medicine, Chulalongkorn University</institution>, <city>Bangkok</city>, <country country="th">Thailand</country></aff>
<aff id="aff4"><label>4</label><institution>School of Global Health and Department of Preventive and Social Medicine, Faculty of Medicine, Chulalongkorn University</institution>, <city>Bangkok</city>, <country country="th">Thailand</country></aff>
<aff id="aff5"><label>5</label><institution>Clinical Research Center, Bumrungrad International Hospital</institution>, <city>Bangkok</city>, <country country="th">Thailand</country></aff>
<aff id="aff6"><label>6</label><institution>Department of Infection Biology &#x0026; Microbiomes, Faculty of Health and Life Sciences, University of Liverpool</institution>, <city>Liverpool</city>, <country country="gb">United Kingdom</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Krit Pongpirul <email xlink:href="mailto:krit.po@chula.ac.th">krit.po@chula.ac.th</email>; <email xlink:href="mailto:doctorkrit@gmail.com">doctorkrit@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-02"><day>02</day><month>03</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2026</year></pub-date>
<volume>4</volume><elocation-id>1737528</elocation-id>
<history>
<date date-type="received"><day>01</day><month>11</month><year>2025</year></date>
<date date-type="rev-recd"><day>03</day><month>02</month><year>2026</year></date>
<date date-type="accepted"><day>10</day><month>02</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Surapuchong and Pongpirul.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Surapuchong and Pongpirul</copyright-holder><license><ali:license_ref start_date="2026-03-02">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license>
</permissions>
<abstract><sec><title>Objectives</title>
<p>The degree of spinal canal compromise in lumbar disc herniation (LDH) influences treatment decisions and outcomes. Although magnetic resonance imaging (MRI) is the gold standard for assessing LDH severity, limited access in primary and secondary care settings ma&#x00FF; delay diagnosis and referral. This study aimed to examine whether radiological parameters measured on standing spine radiographs are associated with MRI-defined LDH severity and could support timely referral for advanced imaging.</p>
</sec><sec><title>Methods</title>
<p>This retrospective cross-sectional study included patients diagnosed with LDH who underwent both standing whole-spine radiographs and lumbar MRI between June 2014 and January 2024. Radiographic parameters assessed were disc height index (DHI), pedicle width-to-sagittal vertebral body width ratio (PW:SBW), pelvic incidence (PI), lumbar lordosis (LL), and sagittal vertical axis (SVA). Canal compromise was quantified on MRI and classified as mild (&#x003C;50&#x0025;) or severe (&#x2265;50&#x0025;). Binary logistic regression and receiver operating characteristic (ROC) curve analyses were used to evaluate association between radiographic parameters and severe canal compromise.</p>
</sec><sec><title>Results</title>
<p>An SVA &#x2265;50&#x2005;mm was independently associated with severe canal compromise (odds ratio&#x2009;&#x003D;&#x2009;3.376; 95&#x0025; confidence interval: 1.658&#x2013;6.877). The optimal SVA cutoff was 52&#x2005;mm, yielding a sensitivity of 41&#x0025; and specificity of 83&#x0025;. Other radiographic parameters, including DHI, PW:SBW, PI, and LL, were not significantly associated with LDH severity.</p>
</sec><sec><title>Conclusions</title>
<p>Sagittal vertical axis measured on standing radiograph is associated with the severity of spinal canal compromise in LDH but demonstrates limited discriminatory performance. SVA should not be used as a screening or exclusion tool; however, it may provide adjunctive information to support clinical assessment and MRI referral decisions in selected patients, particularly in resource-limited healthcare settings. Prospective studies are required to validate its role within clinical care pathways.</p>
</sec>
</abstract>
<kwd-group>
<kwd>lumbar disc herniation (LDH)</kwd>
<kwd>MRI referral</kwd>
<kwd>sagittal vertical axis (SVA)</kwd>
<kwd>spinal canal compromise</kwd>
<kwd>standing radiographs</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="4"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="25"/><page-count count="8"/><word-count count="0"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Spine Conditions</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Lumbar disc herniation (LDH) is a common condition among middle-aged adults, characterized by displacement of disc material that may compress the spinal canal or nerve roots. Diagnosis typically relies on clinical assessment supported by imaging. While conservative management is effective for most patients, surgical intervention is indicated for those with severe symptoms such as motor weakness or cauda equina syndrome. The degree of spinal canal compromise is an important factor influencing treatment outcomes and the likelihood of requiring surgery.</p>
<p>Previous studies have shown that radiographic findings, particularly the extent of canal compromise, are strong predictors of conservative treatment failure (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). Reported degrees of compromise vary widely, ranging from approximately 20&#x0025; (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>) to 50&#x0025; in surgical cohorts (<xref ref-type="bibr" rid="B5">5</xref>). Factors such as reduced intervertebral disc space, smaller spinal canal dimensions, and the biomechanical loading environment of the lumbar spine may contribute to the severity of disc herniation. Adolescent patients with narrower spinal canals are more likely to undergo surgical treatment (<xref ref-type="bibr" rid="B6">6</xref>). In addition, spinopelvic alignment parameters&#x2014;including pelvic incidence (PI) and sagittal vertical axis (SVA)&#x2014;have been reported to differ between surgical and nonsurgical groups in LDH and other degenerative spine conditions (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Although magnetic resonance imaging (MRI) is the gold standard for evaluating disc displacement and canal compromise, it is costly and often unavailable in many primary and secondary care settings. In contrast, standing radiographs are universally accessible, even in resource-limited environments, and remain the first-line imaging modality for patients presenting with lumbar symptoms. Identifying radiolographic alignment parameters that correlate with MRI-determined LDH severity could help clinicians prioritize referrals, improve triage accuracy, and optimize MRI utilization where resources are constrained.</p>
<p>Given the limited evidence directly linking standing radiographic parameters with MRI-defined severity in LDH, we propose that altered spinopelvic alignment, decreased disc height, and reduced sagittal canal dimensions may be associated with the degree of herniation. To our knowledge, no prior study has evaluated whether standing spine radiographs can predict the severity of LDH. This study therefore aims to assess radiological parameters obtained from standing full-spine lateral radiographs as potential predictors of spinal canal compromise in healthcare settings with limited MRI access.</p>
</sec>
<sec id="s2"><title>Material and methods</title>
<sec id="s2a"><title>Study design and setting</title>
<p>This retrospective cross-sectional study was conducted at Lerdsin Hospital, Department of Medical Services, Ministry of Public Health, Thailand. Data were collected from patients who visited the hospital between 1 June 2014, and 31 January 2024. Patients were identified using ICD-10 code M51 (intervertebral disc displacement) and M54.3 (sciatica).</p>
</sec>
<sec id="s2b"><title>Inclusion criteria</title>
<list list-type="simple">
<list-item>
<p>Age more than 18 years</p></list-item>
<list-item>
<p>Diagnosis of LDH confirmed by history, physical examination, and MRI</p></list-item>
<list-item>
<p>Availability of both lumbar spine and standing whole-spine radiographs.</p></list-item>
</list>
</sec>
<sec id="s2c"><title>Exclusion criteria</title>
<list list-type="simple">
<list-item>
<p>Previous lumbar spine surgery</p></list-item>
<list-item>
<p>Foraminal or extraforaminal disc herniation</p></list-item>
<list-item>
<p>Recurrent lumbar disc herniation</p></list-item>
<list-item>
<p>Congenital lumbar disease, lumbar spondylolisthesis, spinal trauma, spinal tumor, or bilateral femoral head disease</p></list-item>
<list-item>
<p>Lower limb joint disease affecting standing posture</p></list-item>
</list>
</sec>
<sec id="s2d"><title>Participants</title>
<p>A total of 259 participants were initially identified (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>). Forty-three participants were excluded due to missing MRI (<italic>n</italic>&#x2009;&#x003D;&#x2009;6) or whole-spine radiographs (<italic>n</italic>&#x2009;&#x003D;&#x2009;37). An additional 49 patients were excluded because of multilevel disc herniation involving more than two levels (<italic>n</italic>&#x2009;&#x003D;&#x2009;20), foraminal or extraforaminal herniation (<italic>n</italic>&#x2009;&#x003D;&#x2009;17), prior spinal surgery (<italic>n</italic>&#x2009;&#x003D;&#x2009;3), or other spinal conditions (<italic>n</italic>&#x2009;&#x003D;&#x2009;9). After exclusions, 167 patients were included in the final analysis.</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>Study flowshart.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fmscd-04-1737528-g001.tif"><alt-text content-type="machine-generated">Flowchart showing participant selection. Screening: 259 assessed, 43 excluded for no MRI or film. Enrollment: 216 assessed, 49 excluded for conditions or prior surgery. Final analysis includes 167 participants.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2e"><title>Variables</title>
<p>Demographic and clinical data included age, sex, body mass index (BMI), smoking history, nerve tension signs, and neurological deficit (motor weakness). Imaging measurements were performed using the Picture Archiving and Communication System (PACs) at Lerdsin Hospital.</p>
</sec>
<sec id="s2f"><title>Radiographic measurements</title>
<list list-type="simple">
<list-item>
<p>Disc Height Index (DHI): Measured on lateral radiographs using the modified Farfan&#x0027;s method (<xref ref-type="bibr" rid="B10">10</xref>). DHI was calculated as the sum of anterior and posterior disc heights divided by the sum of superior and inferior disc depths at the affected level (<xref ref-type="fig" rid="F2">Figure&#x00A0;2A</xref>).</p></list-item>
<list-item>
<p>Pedicle Width-to-Sagittal Vertebral Body Width Ratio (PW:SBW): Used as a surrogate measure of spinal canal diameter. Pedicle width was defined as the distance from the posterior vertebral border to a line connecting the caudal and cephalad articular facets, and vertebral body width was measured at the mid-vertebral level (<xref ref-type="fig" rid="F2">Figure&#x00A0;2B</xref>).</p></list-item>
<list-item>
<p>Spinopelvic parameters: Pelvic Incidence (PI), Lumbar Lordosis (LL), and Sagittal Vertical Axis (SVA), were measured on standing whole-spine lateral radiographs (<xref ref-type="fig" rid="F2">Figures&#x00A0;2C,D</xref>). SVA was defined as the horizontal distance from the C7 plumb line to the posterosuperior corner of the S1 endplate. LL was measured between the inferior endplate of T12 and the superior endplate of S1. PI was defined as the angle between a line perpendicular to the sacral endplate and a line connecting its midpoint to the bicoxofemoral axis (<xref ref-type="bibr" rid="B8">8</xref>).</p></list-item>
</list>
</sec>
<sec id="s2g"><title>MRI assessment and canal compromise measurement</title>
<p>Severe lumbar disc herniation was defined as &#x2265;50&#x0025; spinal canal compromise. Although the NASS-ASSR-ASNR Task Force classifies canal compromise as mild (&#x003C;1/3), moderate (1/2&#x2013;2/3), and severe (&#x003E;2/3), previous studies have demonstrated inconsistent correlation between these categories and clinical outcomes. Several reports indicate that canal compromise of approximately 50&#x0025; is commonly observed in surgical cohorts and is associated with higher rates of conservative treatment failure. Therefore, a &#x2265;50&#x0025; threshold was adopted, consistent with the mean value reported by Sutheerayongprasert et al. (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Radiographic and spinopelvic measurements. <bold>(A)</bold> Disc Height Index (DHI), <bold>(B)</bold> Pedicle Width-to-Sagittal Vertebral Body Width Ratio (PW:SBW), <bold>(C)</bold> Spinopelvic Parameters: Pelvic Incidence (PI), Lumbar Lordosis (LL), and Pelvic Tilt (PT), and <bold>(D)</bold> Sagittal Vertical Axis (SVA).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fmscd-04-1737528-g002.tif"><alt-text content-type="machine-generated">X-ray composite with four lateral spinal radiographs labeled with colored lines and abbreviations for anatomical landmarks and spinal measurements, highlighting vertebral body heights, spinal canal width, pelvic tilt, pelvic incidence, lumbar lordosis, and sagittal balance.</alt-text>
</graphic>
</fig>
<p>Canal compromise was quantified using the A-index, measured at the axial MRI slice demonstrating the greatest degree of canal compromise (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). The A-index represents the ratio of the area occupied by the herniated disc to the estimated original spinal canal area. Canal boundaries were defined posteriorly by the neural arch, laterally by the medial borders of the pedicles, and anteriorly by the posterior vertebral body or an extrapolated line based on Calisle&#x0027;s method when borders were indistinct (<xref ref-type="bibr" rid="B11">11</xref>). All MRI measurements were performed using EV Insite DICOM Viewer (version 3.11.1.500).</p>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>MRI axial view illustrating canal compromise calculation in lumbar disc herniation.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fmscd-04-1737528-g003.tif"><alt-text content-type="machine-generated">MRI scan in axial view showing two outlined regions with respective measurements in millimeters and square millimeters, including area, diameters, minimum and maximum values, average, and standard deviation, listed in white and yellow font.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2h"><title>Study size</title>
<p>Sample size estimation followed the rule of 10 events per predictor variable. Five predictors were selected based on prior literature. Assuming a 39&#x0025; prevalence of failed conservative treatment after 18.7 weeks (<xref ref-type="bibr" rid="B12">12</xref>), a minimum sample size 129 patients was determined to achieve adequate statistical power.</p>
</sec>
<sec id="s2i"><title>Statistical analysis</title>
<p>Categorical variables were summarized as frequencies and percentages, and continuous variables as means with standard deviations. Group comparisons were performed using the chi-square test for categorical variables and independent t-tests for continuous variables.</p>
<p>Univariate logistic regression was conducted to screen predictors of severe canal compromise (&#x2265;50&#x0025;). Variables with <italic>p</italic>&#x2009;&#x003C;&#x2009;0.25 were entered into a multivariable logistic regression model, following the recommendation of Hosmer and Lemeshow. Forward stepwise selection was applied. Model fit was assessed using Nagelkerke <italic>R</italic><sup>2</sup>, and results were reported as odds ratios (ORs) with 95&#x0025; confidence intervals (CIs).</p>
<p>Receiver operating characteristic (ROC) curves were generated for both the SVA-only model and the full multivariable model. The area under the curve (AUC) with 95&#x0025; CI was reported, and the optimal SVA cutoff was determined using Youden&#x0027;s index.</p>
<p>All analyses were performed using SPSS version 28. A two-sided <italic>p</italic>-value&#x2009;&#x003C;&#x2009;0.05 was considered statistically significant. This study was approved by the Human Research and Ethics Committees of Lerdsin Hospital (LH671001) and the Institutional Review Board of the Faculty of Medicine, Chulalongkorn University (COA No. 1121/2024).</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<sec id="s3a"><title>Demographic and clinical characteristics</title>
<p>A total of 167 patients were analyzed, comprising 99 patients with mild canal compromise (&#x003C;50&#x0025;) and 68 patients with severe canal compromise (&#x2265;50&#x0025;). Demographic and clinical characteristics are summarized in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Demographic characteristics and clinical parameters of patients with lumbar disc herniation.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Mild group</th>
<th valign="top" align="center">Severe group</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Number of patients</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">68</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Sex (female), <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">59 (59.6)</td>
<td valign="top" align="center">33 (48.5)</td>
<td valign="top" align="center">0.15</td>
</tr>
<tr>
<td valign="top" align="left">Age (years), mean (SD)</td>
<td valign="top" align="center">40.81 (10.34)</td>
<td valign="top" align="center">40.38 (13.62)</td>
<td valign="top" align="center">0.82</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>), mean (SD)</td>
<td valign="top" align="center">25.71 (4.60)</td>
<td valign="top" align="center">25.01 (4.89)</td>
<td valign="top" align="center">0.37</td>
</tr>
<tr>
<td valign="top" align="left">Smoking, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">17 (18.3)</td>
<td valign="top" align="center">12 (18.2)</td>
<td valign="top" align="center">0.98</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes mellitus, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">7 (7.3)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">0.04&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">Positive nerve tension sign, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">78 (88.6)</td>
<td valign="top" align="center">51 (82.3)</td>
<td valign="top" align="center">0.26</td>
</tr>
<tr>
<td valign="top" align="left">Neurological deficit, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">28 (29.8)</td>
<td valign="top" align="center">24 (35.3)</td>
<td valign="top" align="center">0.46</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="4">Disc Level, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L3&#x2013;L4</p></list-item>
</list></td>
<td valign="top" align="center">3 (3.0)</td>
<td valign="top" align="center">1 (1.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L4&#x2013;L5</p></list-item>
</list></td>
<td valign="top" align="center">57 (57.6)</td>
<td valign="top" align="center">42 (62.7)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L5&#x2013;S1</p></list-item>
</list></td>
<td valign="top" align="center">39 (39.4)</td>
<td valign="top" align="center">24 (35.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="4">Location of herniation, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Central</p></list-item>
</list></td>
<td valign="top" align="center">39 (40.2)</td>
<td valign="top" align="center">42 (62.7)</td>
<td valign="top" align="center">0.005&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Paracentral</p></list-item>
</list></td>
<td valign="top" align="center">58 (59.8)</td>
<td valign="top" align="center">25 (37.3)</td>
<td valign="top" align="center">0.005&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="4">Type of herniation, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Protrusion</p></list-item>
</list></td>
<td valign="top" align="center">49 (49.5)</td>
<td valign="top" align="center">14 (20.6)</td>
<td valign="top" align="center">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Extrusion</p></list-item>
</list></td>
<td valign="top" align="center">48 (48.5)</td>
<td valign="top" align="center">50 (73.5)</td>
<td valign="top" align="center">0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Sequestration</p></list-item>
</list></td>
<td valign="top" align="center">2 (2.0)</td>
<td valign="top" align="center">4 (5.9)</td>
<td valign="top" align="center">0.226</td>
</tr>
<tr>
<td valign="top" align="left">Canal compromise, mean (SD)</td>
<td valign="top" align="center">38.33 (7.65)</td>
<td valign="top" align="center">59.70 (8.12)</td>
<td valign="top" align="center">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L3&#x2013;L4 (&#x0025;)</p></list-item>
</list></td>
<td valign="top" align="center">30.17 (10.05)</td>
<td valign="top" align="center">54.15 (-)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L4&#x2013;L5 (&#x0025;)</p></list-item>
</list></td>
<td valign="top" align="center">38.30 (7.93)</td>
<td valign="top" align="center">60.91 (8.67)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L5&#x2013;S1 (&#x0025;)</p></list-item>
</list></td>
<td valign="top" align="center">38.99 (6.87)</td>
<td valign="top" align="center">57.92 (7.08)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Disc Height Index (DHI), Mean (SD)</td>
<td valign="top" align="center">0.22 (0.05)</td>
<td valign="top" align="center">0.21 (0.05)</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L3&#x2013;L4</p></list-item>
</list></td>
<td valign="top" align="center">0.24 (0.02)</td>
<td valign="top" align="center">0.14 (-)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L4&#x2013;L5</p></list-item>
</list></td>
<td valign="top" align="center">0.22 (0.49)</td>
<td valign="top" align="center">0.22 (0.51)</td>
<td valign="top" align="center">0.68</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L5&#x2013;S1</p></list-item>
</list></td>
<td valign="top" align="center">0.21 (0.05)</td>
<td valign="top" align="center">0.19 (0.05)</td>
<td valign="top" align="center">0.22</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><p><italic>p</italic>-values&#x2009;&#x003C;&#x2009;0.05 are considered statistically significant (&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01).</p></fn>
</table-wrap-foot>
</table-wrap>
<p>There were no significant differences between groups in sex (female 59.6&#x0025; vs. 48.5&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.15), age (40.81 vs. 40.38 years, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.82), BMI (25.71 vs. 25.07, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.37), smoking status (18.3&#x0025; <italic>vs.</italic> 12&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.98), nerve tension signs (88.6&#x0025; vs. 82.3&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.26), or neurological deficits (29.8&#x0025; vs. 35.3&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.46). Diabetes mellitus was more frequently observed in the mild group (7.3&#x0025; vs. 0&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.04).</p>
</sec>
<sec id="s3b"><title>Radiographic predictors of LDH severity</title>
<p>The most frequently affected disc level was L4-L5, accounting for 57.6&#x0025; of cases in the mild group <italic>and</italic> 62.7&#x0025; in the severe group, followed by L5-S1 (39.4&#x0025; vs. 35.8&#x0025;). Central herniations were more common in the severe group (62.7&#x0025;) then in the mild group (59.8&#x0025;). With respect to herniation morphology, protrusion (49.5&#x0025;) and extrusion (48.5&#x0025;) occurred at similar frequencies in the mild group, whereas extrusion predominated in the severe group (73.5&#x0025;). The mean degree of canal compromise was significantly greater in the severe group compared with the mild group (59.7&#x0025; vs. 38.33&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001).</p>
<p>No significant differences were observed between groups for DHI (0.22 vs. 0.21, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.24), PW:SWB (0.32 vs. 0.33, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.29), PI (49.27 vs. 50.56, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.43), or LL (42.83 vs. 39.19, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.12).</p>
<p>In contrast, SVA was significantly greater in the severe group (28.25&#x2005;mm vs. 6.86&#x2005;mm, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.002). When categorized using a threshold of &#x2265;50&#x2005;mm, indicative of sagittal imbalance (<xref ref-type="bibr" rid="B13">13</xref>), a significantly higher proportion of patients in the severe group met this criterion compared with the mild group (41.2&#x0025; vs. 17.2&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table&#x00A0;2</label>
<caption><p>Spinopelvic parameters and sagittal balance in patients with lumbar disc herniation.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Mild group mean (SD)</th>
<th valign="top" align="center">Severe group mean (SD)</th>
<th valign="top" align="center">Mean difference (95&#x0025;CI)</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">PW:SBW ratio</td>
<td valign="top" align="center">0.32 (0.06)</td>
<td valign="top" align="center">0.33 (0.06)</td>
<td valign="top" align="center">0.01 (&#x2212;0.01, 0.02)</td>
<td valign="top" align="center">0.29</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L3&#x2013;L4</p></list-item>
</list></td>
<td valign="top" align="center">0.36 (0.09)</td>
<td valign="top" align="center">0.36 (-)</td>
<td valign="top" align="center">&#x2212;0.003 (&#x2212;0.47, 0.47)</td>
<td valign="top" align="center">0.97</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L4&#x2013;L5</p></list-item>
</list></td>
<td valign="top" align="center">0.32 (0.05)</td>
<td valign="top" align="center">0.31 (0.05)</td>
<td valign="top" align="center">0.007 (&#x2212;0.016, 0.03)</td>
<td valign="top" align="center">0.53</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>L5&#x2013;S1</p></list-item>
</list></td>
<td valign="top" align="center">0.33 (0.06)</td>
<td valign="top" align="center">0.31 (0.07)</td>
<td valign="top" align="center">0.02 (&#x2212;0.02, 0.05)</td>
<td valign="top" align="center">0.31</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="5">Spino-pelvic parameters</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Pelvic Incidence (PI), degrees</p></list-item>
</list></td>
<td valign="top" align="center">49.27 (11.09)</td>
<td valign="top" align="center">50.56 (9.06)</td>
<td valign="top" align="center">&#x2212;1.28 (&#x2212;4.49, 1.92)</td>
<td valign="top" align="center">0.43</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Lumbar Lordosis (LL), degrees</p></list-item>
</list></td>
<td valign="top" align="center">42.83 (14.24)</td>
<td valign="top" align="center">39.19 (15.69)</td>
<td valign="top" align="center">3.63 (&#x2212;0.97, 8.25)</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>Sagittal Vertical Axis (SVA), mm</p></list-item>
</list></td>
<td valign="top" align="center">6.86 (38.44)</td>
<td valign="top" align="center">28.25 (50.66)</td>
<td valign="top" align="center">&#x2212;21.39 (&#x2212;35.01, &#x2212;7.76)</td>
<td valign="top" align="center">0.002&#x002A;&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left">
<list list-type="simple">
<list-item><label>-</label>
<p>SVA &#x2265;50&#x2005;mm, <italic>n</italic> (&#x0025;)</p></list-item>
</list></td>
<td valign="top" align="center">17 (17.2&#x0025;)</td>
<td valign="top" align="center">28 (41.2&#x0025;)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF2"><p><italic>p</italic>-values&#x2009;&#x003C;&#x2009;0.05 were considered statistically significant (&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01). PW, SBW Ratio denotes the Pedicle Width-to-Sagittal Vertebral Body Width Ratio, an indicator of spinal canal narrowing measured at different lumbar levels. SVA (Sagittal Vertical Axis) was measured as the horizontal distance from the C7 plumb line to the posterosuperior corner of S1. PI (Pelvic Incidence) was defined as the angle between a line perpendicular to the sacral endplate and a line connecting its midpoint to the femoral heads. LL (Lumbar Lordosis) was measured between the inferior endplate of T12 and the superior endplate of S1. An SVA &#x2265;50&#x2005;mm was considered indicative of sagittal imbalance.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3c"><title>Multivariable analysis</title>
<p>Variables meeting the <italic>p</italic>&#x2009;&#x003C;&#x2009;0.25 threshold in univariable analysis (DHI, LL, and SVA category) were entered into the multivariable logistic regression model (<xref ref-type="table" rid="T3">Table&#x00A0;3</xref>). In the final model, SVA &#x2265;50&#x2005;mm was independently associated with severe canal compromise (OR&#x2009;&#x003D;&#x2009;3.376, 95&#x0025; CI: 1.658&#x2013;6.877). DHI and LL were not significant predictors.</p>
<table-wrap id="T3" position="float"><label>Table&#x00A0;3</label>
<caption><p>Variables selected for multivariable logistic regression analysis.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Mild group mean (SD)/<italic>n</italic> (&#x0025;)</th>
<th valign="top" align="center">Severe group mean (SD)/<italic>n</italic> (&#x0025;)</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Disc height index (DHI)</td>
<td valign="top" align="center">0.22 (0.05)</td>
<td valign="top" align="center">0.21 (0.05)</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="left">Lumbar Lordosis (LL), degrees</td>
<td valign="top" align="center">42.83 (14.24)</td>
<td valign="top" align="center">39.19 (15.69)</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="top" align="left">Sagittal Vertical Axis (SVA) &#x2265;50&#x2005;mm, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">17 (17.2)</td>
<td valign="top" align="center">28 (41.2)</td>
<td valign="top" align="center">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF3"><p><italic>p</italic>-values&#x2009;&#x003C;&#x2009;0.05 were considered statistically significant (&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01). Variables listed met the <italic>p</italic>&#x2009;&#x003C;&#x2009;0.25 threshold in univeriate analysis and where therefore included in the multivariable logistic regression model. DHI (Disc Height Index) represents intervertebral disc height at the affected level. LL (Lumbar Lordosis) was measured between the inferior endplate of T12 and the superior endplate of S1. An SVA &#x2265;50&#x2005;mm was considered indicative of sagittal imbalance and was significantly associated with severe canal compromise.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3d"><title>ROC analysis</title>
<p>The ROC curve for SVA alone yielded an AUC of 0.60 (95&#x0025;CI: 0.51&#x2013;0.69). An optimal cutoff of &#x2265;52&#x2005;mm provided 41&#x0025; sensitivity and 83&#x0025; specificity for identifying severe canal compromise (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float"><label>Figure&#x00A0;4</label>
<caption><p>ROC analysis of SVA and the multivariable model.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fmscd-04-1737528-g004.tif"><alt-text content-type="machine-generated">ROC curve with sensitivity on the y-axis and one minus specificity on the x-axis. The SVA curve appears in dark red, above the blue reference diagonal, indicating model performance. A legend labels Reference Line and SVA.</alt-text>
</graphic>
</fig>
<p>The full multivariable model, incorporating SVA category, DHI, LL, and PW:SBW, demonstrated a modestly higher AUC of 0.638 (95&#x0025; CI: 0.55&#x2013;0.73). Despite this improvement, SVA remained the primary contributor, and overall discriminatory performance was moderate.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>In this study, we examined whether radiographic alignment parameters measurable on standing full-spine lateral radiographs are associated with the severity of LDH. Among all evaluated parameters, only SVA demonstrated a statistically significant association with severe canal compromise (&#x2265;50&#x0025;). In contrast, DHI, pelvic parameters, and PW:SBW showed no significant association with the degree of canal compromise.</p>
<p>We selected a &#x2265;50&#x0025; threshold for canal compromise based on the representative mean value reported in surgical cohorts by Sutheerayongprasert et al. (<xref ref-type="bibr" rid="B5">5</xref>). Demographic characteristics&#x2014;including sex, age, BMI, smoking status, and neurological deficits&#x2014;did not differ significantly between patients with mild (&#x003C;50&#x0025;) and severe (&#x2265;50&#x0025;) canal compromise. The higher prevalence of diabetes mellitus observed in the mild group (7.3&#x0025; vs. 0&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.04) is likely attributable to the small sample size. This finding is consistent with Kaiser et al. (<xref ref-type="bibr" rid="B14">14</xref>), who reported no association between demographic factors and severe high canal compromise presentations such as cauda equina syndrome. Although smoking, diabetes, and obesity have been associated with recurrent LDH (<xref ref-type="bibr" rid="B15">15</xref>), our results suggest these factors may not substantially influence the initial severity of canal compromise.</p>
<p>Herniation characteristics differed between groups. Central and extrusion-type herniations were more common in the severe group, whereas paracentral and protrusion-type herniations predominated in the mild group. The mean canal compromise was significantly greater in the severe group (59.7&#x0025;) than in the mild group (38.33&#x0025;), consistent with previous reports (<xref ref-type="bibr" rid="B5">5</xref>). DHI did not differ significantly between groups, suggesting that although reduced disc height has been linked to recurrence risk (<xref ref-type="bibr" rid="B16">16</xref>), it may not correlate with the initial severity of canal compression.</p>
<p>Regarding spinopelvic parameters, PI and LL did not differ significantly between groups; however, SVA was markedly higher in patients with severe canal compromise (28.25&#x2005;mm <italic>vs.</italic> 6.86&#x2005;mm, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.002). This finding is consistent with prior studies by Endo et al. (<xref ref-type="bibr" rid="B7">7</xref>) and Fei et al. (<xref ref-type="bibr" rid="B17">17</xref>), which reported increased SVA in LDH cohorts. LL tended to be higher in the mild group, in line with earlier observations (<xref ref-type="bibr" rid="B17">17</xref>). The finding that PI values were within normal ranges aligns with reports by Barrey et al. (<xref ref-type="bibr" rid="B18">18</xref>) and normative data from the Thai population reported by Pluemvitayaporn et al. (<xref ref-type="bibr" rid="B19">19</xref>). Collectively, these findings suggest that while PI and LL may not be directly associated with canal compromise severity, increased SVA may reflect compensatory sagittal alignment changes in patients with more substantial canal compression.</p>
<p>Importantly, SVA should not be interpreted as a risk factor for canal compromise. Rather, it is a global alignment parameter that appears to be associated with MRI-defined severity. This association must be interpreted cautiously, as SVA can be influenced by pain-related postural adaptation, compensatory mechanisms, and individual differences in pain tolerance. These factors may limit the generalizability of SVA as a predictive measure. Moreover, the discriminatory performance of SVA was modest (AUC&#x2009;&#x003D;&#x2009;0.60). Although multivariable analysis showed that SVA &#x2265;50&#x2005;mm was associated with severe canal compromise (OR&#x2009;&#x003D;&#x2009;3.376, 95&#x0025; CI: 1.658&#x2013;6.877), its sensitivity was low (41&#x0025;) despite relatively high specificity (83&#x0025;) at a cutoff of 52&#x2005;mm.</p>
<p>From clinical perspective, these findings do not support the use of SVA as a stand-alone screening or diagnostic tool. Instead, SVA may serve as an adjunctive parameter in settings where access to MRI is limited. In patients with clinically suspected LDH, an elevated SVA (&#x2265;52&#x2005;mm) may prompt consideration of earlier MRI to clarify the extent of canal compromise. Early identification of patients with severe canal compromise is relevant because such patients are more likely to require surgical intervention (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B11">11</xref>) and delays in surgery have been associated with slower recovery and increased healthcare costs (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Nevertheless, these implications must be interpreted caution given the limited sensitivity of SVA, its susceptibility to postural variation, and the absence of clinical severity measures in this study (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>From a health system perspective, SVA assessment may assist triage decision in primary and secondary care environments with limited MRI availability, where referral timing is often uncertain. While MRI is clearly indicated for patients with progressive neurological deficits or cauda equina syndrome, guidance for other cases is less clearly defined and often recommends MRI only after four weeks of unsuccessful conservative treatment (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). In this context, SVA may help identify patients who could benefit from earlier evaluation, but it should not replace clinical judgment or MRI when available.</p>
<p>This study has several limitations. The retrospective design introduces potential selection bias and treatment details were not systematically collected, limiting the ability to correlate canal compromise with clinical outcomes. Although intra- and inter-observer reliability were not recalculated, the use of established measurement methods supports reproducibility. Chen et al. (<xref ref-type="bibr" rid="B24">24</xref>) demonstrated high reliability for the modified Farfan&#x0027;s method used to measure DHI, and Yamada et al. (<xref ref-type="bibr" rid="B25">25</xref>) reported high reliability for spinopelvic parameters, including PI, SS, and PT. Prospective studies incorporating clinical severity measures, symptom-based stratification, and longitudinal outcomes are needed to confirm these findings and define the clinical role of SVA more precisely.</p>
</sec>
<sec id="s5" sec-type="conclusions"><title>Conclusion</title>
<p>This study demonstrates that increased sagittal vertical axis is associated with more severe spinal canal compromise in patients with lumbar disc herniation. Although SVA alone cannot reliably determine the severity of canal compromise and should not be used as a screening or exclusion tool, it may provide adjunctive information in clinical assessment, particularly in settings where access to MRI is limited. When interpreted alongside clinical findings, SVA help identify patients who could benefit from earlier MRI evaluation. Further prospective studies are required to validate these findings and to define the appropriate role of SVA within clinical decision-making pathways.</p>
</sec>
</body>
<back>
<sec id="s6" 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="s7" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by the Human Research and Ethics Committee, Lerdsin General Hospital and the Institutional Review Board, Faculty of Medicine, Chulalongkorn University. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>SS: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. KP: Conceptualization, Data curation, Methodology, Project administration, Resources, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was used in the creation of this manuscript. The author(s) verify and take full responsibility for the use of generative AI in the preparation of this manuscript. Generative AI was used to assist in language refinement, structural editing, and formatting of the manuscript text. All intellectual content, data interpretation, and conclusions were conceived, verified, and approved by the authors.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
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<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;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>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2310150/overview">Maryse Fortin</ext-link>, Concordia University, Canada</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/514122/overview">Eric Chu</ext-link>, EC Healthcare, Hong Kong SAR, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3181593/overview">Elvis Mahmutovic</ext-link>, State University of Novi Pazar, Serbia</p></fn>
</fn-group>
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