﻿<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1 20151215//EN" "JATS-journalpublishing1.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Explor Musculoskeletal Dis</journal-id>
<journal-id journal-id-type="publisher-id">EMD</journal-id>
<journal-title-group>
<journal-title>Exploration of Musculoskeletal Diseases</journal-title>
</journal-title-group>
<issn pub-type="epub">2836-6468</issn>
<publisher>
<publisher-name>Open Exploration Publishing</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.37349/emd.2023.00009</article-id>
<article-id pub-id-type="manuscript">10079</article-id>
<article-categories>
<subj-group>
<subject>Original Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Quantitative magnetic resonance spectroscopy and imaging analysis of the lipid content in the psoas major and its association with intervertebral disc degeneration: a cross-sectional study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6949-4553</contrib-id>
<name>
<surname>Ogon</surname>
<given-names>Izaya</given-names>
</name>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="cor1">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1077-9188</contrib-id>
<name>
<surname>Takashima</surname>
<given-names>Hiroyuki</given-names>
</name>
<xref ref-type="aff" rid="I2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5665-9072</contrib-id>
<name>
<surname>Morita</surname>
<given-names>Tomonori</given-names>
</name>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3029-5711</contrib-id>
<name>
<surname>Yoshimoto</surname>
<given-names>Mitsunori</given-names>
</name>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4438-9401</contrib-id>
<name>
<surname>Takebayashi</surname>
<given-names>Tsuneo</given-names>
</name>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4860-9259</contrib-id>
<name>
<surname>Teramoto</surname>
<given-names>Atsushi</given-names>
</name>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="editor">
<name>
<surname>Pérez-Ruiz</surname>
<given-names>Fernando</given-names>
</name>
<role>Academic Editor</role>
<aff>Cruces University Hospital, Spain</aff>
</contrib>
</contrib-group>
<aff id="I1">
<sup>1</sup>Department of Orthopaedic Surgery, Sapporo Medical University School of Medicine, Sapporo 060-8543, Japan</aff>
<aff id="I2">
<sup>2</sup>Faculty of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan</aff>
<aff id="I3">
<sup>3</sup>Department of Orthopaedic Surgery, Sapporo Maruyama Orthopaedic Hospital, Sapporo 060-0007, Japan</aff>
<author-notes>
<corresp id="cor1">
<bold>
<sup>*</sup>Correspondence:</bold> Izaya Ogon, Department of Orthopaedic Surgery, Sapporo Medical University School of Medicine, 291, South 1, West 16, Chuo-ku, Sapporo 060-8543, Japan. <email>ogon.izaya@sapmed.ac.jp</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>29</day>
<month>06</month>
<year>2023</year>
</pub-date>
<volume>1</volume>
<issue>3</issue>
<fpage>54</fpage>
<lpage>63</lpage>
<history>
<date date-type="received">
<day>12</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>© The Author(s) 2023.</copyright-statement>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This is an Open Access article licensed under a Creative Commons Attribution 4.0 International License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Aim:</title>
<p>It is shown that the diminished function of the psoas major is mainly associated with increased lipid content; nonetheless, whether the fat content of the psoas major is associated with intervertebral disc degeneration (IVDD) is still under study. It is hypothesized that IVDD is correlated with the lipid content of the psoas major and that IVDD can be comprehensively investigated using quantitative magnetic resonance imaging (MRI). Consequently, this study aimed to analyse the association between the psoas major extramyocellular lipid (EMCL) and intramyocellular lipid (IMCL) content and disc degeneration quantified using MRI T2 mapping in patients with chronic low back pain (CLBP).</p>
</sec>
<sec>
<title>Methods:</title>
<p>In this study, 20 men and 23 women (mean age, 63.1 years ± 2.6 years) underwent magnetic resonance spectroscopy (MRS). The psoas major IMCL and EMCL content of patients was analysed. T2 values of the anterior annulus fibrosus (AF), nucleus pulposus (NP), and posterior AF were evaluated using MRI T2 mapping. Multiple linear regression analysis was used to determine the possible correlations of the psoas major EMCL and IMCL content with the T2 values of the anterior AF, NP, and posterior AF.</p>
</sec>
<sec>
<title>Results:</title>
<p>The EMCL content and T2 values of the anterior AF were significantly and negatively correlated [standardised partial regression coefficient (<italic>β</italic>) = −0.60, <italic>P</italic> &lt; 0.01]. There were no significant correlations between the EMCL content and T2 values of the NP (<italic>β</italic> = −0.16, <italic>P</italic> = 0.30) or posterior AF (<italic>β</italic> = −0.14, <italic>P</italic> = 0.49) or between the IMCL content and T2 values of the anterior AF (<italic>β</italic> = −0.04, <italic>P</italic> = 0.82), NP (<italic>β</italic> = 0.05, <italic>P</italic> = 0.73), or posterior AF (<italic>β</italic> = −0.11, <italic>P</italic> = 0.58).</p>
</sec>
<sec>
<title>Conclusions:</title>
<p>The EMCL content and T2 values of the anterior AF were correlated. Conversely, the IMCL content and T2 values were not correlated.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Psoas major</kwd>
<kwd>anterior annulus fibrosus</kwd>
<kwd>magnetic resonance spectroscopy</kwd>
<kwd>magnetic resonance imaging T2 mapping</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p id="p-1">Low back pain (LBP) is a serious chronic condition with a global prevalence [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>], and it is estimated that approximately 23.0% of patients with LBP will develop chronic LBP (CLBP) [<xref ref-type="bibr" rid="B3">3</xref>]. In LBP, the trunk muscles are significantly involved as they extend the vertebrae for an erect posture [<xref ref-type="bibr" rid="B4">4</xref>]. Moreover, among the paraspinal muscles, the psoas major has the most significant function in maintaining posture. Another major contributing factor to CLBP is intervertebral disc degeneration (IVDD) [<xref ref-type="bibr" rid="B5">5</xref>]. Spinal stability and disc stress absorption are greatly compromised by IVDD, a multifactorial, chronic condition that cannot be reversed [<xref ref-type="bibr" rid="B6">6</xref>]. Proteoglycan and water losses are early biochemical alterations in IVDD, whereas nucleus pulposus (NP) herniation, annular tears, and reduced disc height are late morphological changes [<xref ref-type="bibr" rid="B7">7</xref>]. During the progression of disc degeneration, there may be a link between abnormalities in the vertebral endplate and decreasing muscular mass of the trunk muscles [<xref ref-type="bibr" rid="B8">8</xref>–<xref ref-type="bibr" rid="B13">13</xref>]. CLPB induces muscle remodelling, such as muscle atrophy, fatty infiltration, and fibre type alternation [<xref ref-type="bibr" rid="B8">8</xref>–<xref ref-type="bibr" rid="B13">13</xref>]. When the nearby spinal endplates are injured, fatty infiltration in the trunk muscles at the L4/L5 level is worsened [<xref ref-type="bibr" rid="B13">13</xref>]. Thus, the formation of IVDD is not an isolated process but a chain reaction that includes vertebral endplate changes and fatty infiltration in the trunk muscles [<xref ref-type="bibr" rid="B14">14</xref>]. Muscle degeneration associated with ageing is characterised by muscle atrophy and fatty infiltration, which can be evaluated using ultrasonography [<xref ref-type="bibr" rid="B15">15</xref>], computed tomography [<xref ref-type="bibr" rid="B16">16</xref>], and magnetic resonance imaging (MRI) [<xref ref-type="bibr" rid="B17">17</xref>]. Moreover, MRI is used to assess muscle fat degeneration. For composition or chemical assessments of the muscles, MRI with the multipoint Dixon technique [<xref ref-type="bibr" rid="B18">18</xref>] and magnetic resonance spectroscopy (MRS) [<xref ref-type="bibr" rid="B19">19</xref>] have recently been used. MRS analysis of muscle physiology has facilitated the detailed analysis of muscular fat masses by identifying intramyocellular lipids (IMCLs) and extramyocellular lipids (EMCLs). Fatty tissue degeneration is better characterised using MRS than with the previous evaluation methods [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>]. EMCL exists as subcutaneous extracellular fat in cells between muscle fibres [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>]. In contrast, IMCL is undetectable using conventional MRI because it appears as lipid droplets in skeletal muscle cells in close contact with the skeletal mitochondria [<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B24">24</xref>].</p>
<p id="p-2">MRI T2 mapping is based on T2 values used for quantifying the moisture content and collagen sequence breakdown of the intervertebral disc (IVD). MRI T2 mapping has previously been used to quantify the extent of IVDD [<xref ref-type="bibr" rid="B25">25</xref>]. A trend has been demonstrated that T2 values decrease as the Pfirrmann classification grade increases [<xref ref-type="bibr" rid="B26">26</xref>]. However, conventional MRI cannot fully visualise the annulus fibrosus (AF), whereas AF degeneration can be quantitatively evaluated using MRI T2 mapping.</p>
<p id="p-3">The diminished function of the psoas major is mainly associated with increased fat content; however, whether the fat content of psoas is related to the degree of disc degeneration remains unknown [<xref ref-type="bibr" rid="B27">27</xref>]. It is hypothesized that IVDD is correlated with the lipid content of the psoas major and that IVDD can be comprehensively investigated using quantitative MRI. Therefore, this study aimed to analyse the potential association of the EMCL and IMCL content of the psoas major with IVDD, using quantitative MRI T2 mapping, in patients with CLBP.</p>
</sec>
<sec id="s2">
<title>Materials and methods</title>
<sec id="t2-1">
<title>Participants</title>
<p id="p-4">This study included patients aged 41−79 years diagnosed with non-specific CLBP, which manifests as pain, stiffness, and lower-back discomfort with unidentifiable aetiology, and whose symptoms persisted, despite treatment with medications or exercise therapy for more than 3 months. Patients with neoplasms, infections, fractures, or a history of lumbar vertebral surgery were excluded. As an indicator of obesity, the body mass index (BMI) was calculated using the self-reported body weight (kg) of patients divided by their height squared (m<sup>2</sup>). Triglyceride (TG), total cholesterol (T-chol), high-density lipoprotein (HDL), and low-density lipoprotein (LDL) levels were assessed in blood samples. Following a prior report [<xref ref-type="bibr" rid="B28">28</xref>], data on physical workload and exercise intensity level were gathered. There were four options depending on the vocational activities that may be selected to gauge the physical workload: sedentary work or resignation; light physical work, including official work, teaching, and salesclerk, where they moved around a lot and carried light loads; moderately heavy work, including plumbing, woodworking, and healthcare, where they moved around a lot and carried heavy loads; and heavy work, including husbandry, building operation, fishery, and forestry, where they moved around a lot and carried a lot of heavy loads and dealt with a lot of physical burdens. There were five different options available to choose from when determining the level of physical activity: almost nothing; occasionally a saunter; light physical activity, such as walking, biking, dancing, and fishing for at least 2 h per week; moderate physical activity, such as gymnastics, swimming, tennis, soccer, and running for 2 h per week; and high physical activity, such as gymnastics, swimming, tennis, soccer, and running for more than 2 h per week.</p>
</sec>
<sec id="t2-2">
<title>MRS</title>
<p id="p-5">A previously described MRI protocol was used [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>–<xref ref-type="bibr" rid="B33">33</xref>]. Sagittal and transverse T2-weighted MRI were obtained using the Signa HDx 1.5T-MRI system with a spine coil from GE Healthcare in Milwaukee, Wisconsin, in USA. These pictures were used to locate the proton MRS volume of interest (VOI) at the right L4/L5 level, near the middle of the psoas major (<xref ref-type="fig" rid="fig1">Figure 1</xref>). With the following settings, single-voxel point-resolved sequence spectroscopy was performed: the VOI size was 15 mm × 15 mm × 15 mm (3.4 mL), the repetition time (TR) was 2,000 ms, the echo time (TE) was 35 ms, the average number of signals was 64, and the acquisition time was 164 s. The MRS data, both with and without water suppression, were analysed, as previously described [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>–<xref ref-type="bibr" rid="B33">33</xref>]. The IMCL and EMCL content was measured using the spectral data obtained with LCModel software (Stephen Provencher, Inc., Oakville, ON, Canada). Data were transferred from the scanners to a Linux workstation, and metabolites were quantified using eddy-current correction and water scaling. The final spectra are those with water suppression. The IMCL (1.3 ppm) and EMCL (1.5 ppm) data, corresponding to the methylene protons, were statistically analysed. The measurements of the IMCL and EMCL were automatically scaled to an unsuppressed water peak (4.7 ppm) and the total creatine (Cr) peak (approximately 3.03 ppm) to calculate the lipid concentration (Conc.) in mmol/L. In this study, the TR and TE were fixed, and the institutional units were deleted because they were not considered. Consequently, the simulated lipids and macromolecules did not use the lineshape function. They modified their lineshape using a rudimentary Gaussian-Lorentzian model. These data are displayed graphically with a chemical shift along the x-axis for identifying the metabolites, whereas the peak intensities are plotted on the y-axis (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig id="fig1" position="float">
<label>Figure 1</label>
<caption>
<p>The diagram illustrates the positioning of VOI in the MRI. The VOI is positioned at the centre of the right psoas major at the L4/L5 level</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="emd-01-10079-g001.tif" />
</fig>
<fig id="fig2" position="float">
<label>Figure 2</label>
<caption>
<p>Analysis of the proton MRS of the psoas major. The identified metabolites are EMCL (CH<sub>2</sub>) and IMCL (CH<sub>2</sub>) methylene protons at 1.5 ppm and 1.3 ppm, respectively. SD: standard deviation; tau: taurine; cho: cholines; ref.: reference</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="emd-01-10079-g002.tif" />
</fig>
</sec>
<sec id="t2-3">
<title>MRI T2 mapping</title>
<p id="p-6">We followed MRI and MRI T2 mapping analysis protocols that had previously been published [<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>]. These protocols called for the creation of a T2 map at the L4/L5 level using the T2 values in the midsagittal section from the sagittal sections centred on the lumbar midline region with optimized eight-echo multispin echo [TR, 1,000 ms; first TE, 14.8 ms; and last TE, 118 ms (Functool; GE Healthcare, Milwaukee, WI, USA)]. To lessen the impact of the stimulated echo, we did not include the initial echo in the multispin system. The signal intensity in each TE was used to create a T2 map for each pixel using the formula signal intensity (TE) = e^(–TE/T2).</p>
<p id="p-7">According to other reports [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B34">34</xref>–<xref ref-type="bibr" rid="B40">40</xref>], the disc was split into five equal regions for the measurements, with the front fifth of the anterior AF, the middle fifth of the NP, and the back fifth of the posterior AF. Measurements were made of the average values in the targeted areas (<xref ref-type="fig" rid="fig3">Figure 3</xref>). MedCalc 10.2.0.0 was used to measure the T2 values (MedCalc Software, Mariakerke, Belgium).</p>
<fig id="fig3" position="float">
<label>Figure 3</label>
<caption>
<p>The region of interest of the disc. (A) In the second echo image, the disc is divided into five areas, designating the front of the anterior AF, mid-NP, and last fifth of the posterior AF; (B) the mean values are measured in the same regions</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="emd-01-10079-g003.tif" />
</fig>
</sec>
<sec id="t2-4">
<title>Statistical analyses</title>
<p id="p-8">We analysed the associations of the EMCL and IMCL content of the psoas major with the T2 values of the anterior AF, NP, and posterior AF using multiple linear regression analysis to exclude the influence of age, sex, and BMI. Statistical significance was set at <italic>P</italic> &lt; 0.05. All numerical data are expressed as the mean ± standard error of the mean (SEM).</p>
</sec>
</sec>
<sec id="s3">
<title>Results</title>
<p id="p-9">Forty-three patients (20 men and 23 women; mean age, 63.1 years ± 2.6 years; age range, 41–79 years) met the diagnostic criteria for CLBP. Demographic and epidemiologic data are shown in <xref ref-type="table" rid="t1">Table 1</xref>.</p>
<table-wrap id="t1">
<label>Table 1</label>
<caption>
<p>Demographic and epidemiologic data</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>
<bold>Index</bold>
</th>
<th>
<bold>Data</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Sex (male:female)</td>
<td>20:23</td>
</tr>
<tr>
<td>Age* (years)</td>
<td>63.1 ± 2.6</td>
</tr>
<tr>
<td>BMI* (kg/m<sup>2</sup>)</td>
<td>23.7 ± 0.7</td>
</tr>
<tr>
<td>Abdominal circumference* (cm)</td>
<td>83.6 ± 2.7</td>
</tr>
<tr>
<td>TG* (mg/dL)</td>
<td>141.8 ± 5.9</td>
</tr>
<tr>
<td>T-chol* (mg/dL)</td>
<td>184.9 ± 8.5</td>
</tr>
<tr>
<td>HDL* (mg/dL)</td>
<td>57.1 ± 2.2</td>
</tr>
<tr>
<td>LDL* (mg/dL)</td>
<td>114.5 ± 4.4</td>
</tr>
<tr>
<td colspan="2">Physical workload</td>
</tr>
<tr>
<td>    Retired/sedentary work</td>
<td>29</td>
</tr>
<tr>
<td>    Light physical work</td>
<td>13</td>
</tr>
<tr>
<td>    Moderate heavy work</td>
<td>1</td>
</tr>
<tr>
<td>    Heavy work</td>
<td>0</td>
</tr>
<tr>
<td colspan="2">Leisure time physical activity level</td>
</tr>
<tr>
<td>    Next to nothing</td>
<td>27</td>
</tr>
<tr>
<td>    Sometimes a walk</td>
<td>14</td>
</tr>
<tr>
<td>    Light physical activity</td>
<td>2</td>
</tr>
<tr>
<td>    Moderate physical activity</td>
<td>0</td>
</tr>
<tr>
<td>    High physical activity</td>
<td>0</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*: data are expressed as the mean ± SEM</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p id="p-10">The mean BMI was 23.7 kg/m<sup>2</sup> ± 0.7 kg/m<sup>2</sup>, and the mean abdominal circumference was 83.6 cm ± 2.7 cm. The following results were obtained for the laboratory test: TG level, 141.8 mg/dL ± 5.9 mg/dL; T-chol level, 184.9 mg/dL ± 8.5 mg/dL; HDL level, 57.1 mg/dL ± 2.2 mg/dL; and LDL level, 114.5 mg/dL ± 4.4 mg/dL. Overall, 40 patients underwent drug therapy; 28 were treated with non-steroidal anti-inflammatory drugs, 18 with acetaminophen, 13 with tramadol, and 4 with duloxetine. At the L4 and L5 levels, the following results were obtained for Pfirrmann classification grade [<xref ref-type="bibr" rid="B24">24</xref>]: I, 0; II, 0; III, 18; IV, 20; and V, 5. The mean T2 values of the IVD were 64.5 ms ± 2.4 ms, 71.5 ms ± 2.2 ms, and 56.3 ms ± 2.0 ms for the anterior AF, NP, and posterior AF, respectively. The mean EMCL and IMCL content of the psoas major was 1.25 × 10<sup>3</sup> mmol/L ± 0.28 × 10<sup>3</sup> mmol/L and 2.23 × 10<sup>2</sup> mmol/L ± 0.51 × 10<sup>2</sup> mmol/L, respectively. The results of the multiple linear regression analysis with age and sex adjustments are displayed in <xref ref-type="table" rid="t2">Table 2</xref>. EMCL and T2 values of the anterior AF had a significantly negative correlation (<italic>β</italic> = 0.60, <italic>P</italic> &lt; 0.01). The EMCL and T2 values of the NP (<italic>β</italic> = 0.16, <italic>P</italic> = 0.30) and posterior AF (<italic>β</italic> = 0.14, <italic>P</italic> = 0.49) did not significantly correlate. Furthermore, no significant correlation was observed between the IMCL and T2 values of the anterior AF, NP, or posterior AF (<italic>β</italic> = 0.04, <italic>P</italic> = 0.82, 0.05, and 0.73, respectively).</p>
<table-wrap id="t2">
<label>Table 2</label>
<caption>
<p>Multiple linear regression analysis adjusted for age, sex, and BMI</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>
<bold>Dependent variable</bold>
</th>
<th>
<bold>Independent variable</bold>
</th>
<th>
<bold>Regression coefficient</bold>
</th>
<th>
<bold>Standard error (SE)</bold>
</th>
<th>
<bold>Standardised partial regression coefficient</bold>
</th>
<th>
<bold>
<italic>P</italic>
</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="3">EMCLs (mmol/L)</td>
<td>Anterior AF (ms)</td>
<td>−38.31</td>
<td>7.02</td>
<td>−0.60</td>
<td>&lt; 0.01</td>
</tr>
<tr>
<td>NP (ms)</td>
<td>−20.31</td>
<td>19.32</td>
<td>−0.16</td>
<td>0.30</td>
</tr>
<tr>
<td>Posterior AF (ms)</td>
<td>−15.42</td>
<td>24.35</td>
<td>−0.14</td>
<td>0.49</td>
</tr>
<tr>
<td rowspan="3">IMCLs (mmol/L)</td>
<td>Anterior AF (ms)</td>
<td>−10.6</td>
<td>34.20</td>
<td>−0.04</td>
<td>0.82</td>
</tr>
<tr>
<td>NP (ms)</td>
<td>11.10</td>
<td>20.35</td>
<td>0.05</td>
<td>0.73</td>
</tr>
<tr>
<td>Posterior AF (ms)</td>
<td>−6.13</td>
<td>7.93</td>
<td>−0.11</td>
<td>0.58</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4">
<title>Discussion</title>
<p id="p-11">The paraspinal muscles and IVD are crucial for the functioning of the lumbar spinal column, and degeneration in either impairs their functions [<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>]. A few MRI studies have examined the association between paraspinal muscle fatty degeneration and IVDD and demonstrated an association between IVDD and multifidus muscle degeneration based on morphological measurements (using the cross-sectional area and fat infiltration) [<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>]. A correlation between the IMCL content of the multifidus muscle and T2 values of anterior AF has been demonstrated using quantitative MRI evaluation methods [<xref ref-type="bibr" rid="B32">32</xref>].</p>
<p id="p-12">There are many indicators for evaluating muscle degeneration, such as muscle atrophy [<xref ref-type="bibr" rid="B11">11</xref>], muscle strength [<xref ref-type="bibr" rid="B42">42</xref>], muscle endurance [<xref ref-type="bibr" rid="B43">43</xref>], type and proportion of muscle fibres [<xref ref-type="bibr" rid="B44">44</xref>], and the degree of muscle fatty infiltration [<xref ref-type="bibr" rid="B45">45</xref>]. We used the quantitative MRI evaluation methods and chose fatty filtration. In this study, quantitative MRI evaluation methods (i.e., MRS and T2 mapping) were used, and we demonstrated a correlation between the EMCL content of the psoas major and T2 values of the anterior AF. This result suggests a possible relationship between psoas major degeneration and higher mechanical stress-loading at the anterior IVD, leading to anterior AF pressure. Few studies have discussed the association between psoas major degeneration and IVDD [<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>]. According to animal research, there are considerable disc degeneration differences in the psoas major [<xref ref-type="bibr" rid="B46">46</xref>]. The fat signal percentage of paraspinal muscles is independently correlated with sex, age, and the severity of disc degeneration [<xref ref-type="bibr" rid="B47">47</xref>]. The degree of disc degeneration has no effect on the amount of fat infiltration in the psoas major, and the only factors that affect it are sex and age [<xref ref-type="bibr" rid="B47">47</xref>]. The psoas major becomes more active in female patients with pain to stabilize the lumbar spine because of considerable fat infiltration in the multifidus as a compensatory mechanism, according to a study that combats gender prejudice [<xref ref-type="bibr" rid="B48">48</xref>]. To the best of our knowledge, this study is the first to present a quantitative MRI evaluation of psoas major degeneration and IVDD.</p>
<p id="p-13">We speculated on the two mechanisms of association between the EMCL content of psoas major and anterior AF degeneration as follows: 1) transformation of mechanical stress, and 2) pro-inflammatory cytokines released by adipose tissue. The first speculation was that EMCL was essentially a metabolically inactive lipid deposit associated with reduced functionality [<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>] and that EMCL was formed in inactive contractile muscles. Therefore, it was possible that the mechanical stress on the disc may have changed and IVDD occurred. The second speculation was the relevance of pro-inflammatory cytokines, which adipose tissue released for IVDD and osteoarthritis [<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>]. James et al. [<xref ref-type="bibr" rid="B50">50</xref>] reported that nitric oxide synthase-2 and lipocalin expression was elevated in epidural fat, and high leptin and low arginase 1 expressions were discovered in intramuscular and subcutaneous adipose tissues. They demonstrated the potential that disc disease is associated with a local inflammatory disorder. EMCL exists as subcutaneous extracellular fat in cells between muscle fibres [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>] and might reflect pro-inflammatory cytokines. Additionally, the psoas major was closest to the anterior AF anatomically, and pro-inflammatory cytokines could be easy to reach. Based on these perspectives, we considered the EMCL content of the psoas major to be related to anterior AF degeneration. However, we cannot explain the causality in this study owing to the cross-sectional nature of our study, and it is a limitation of this study. A longitudinal analysis would better clarify these causal relationships.</p>
<p id="p-14">In conclusion, the findings of this cross-sectional study revealed that the EMCL content was correlated with the T2 values of the anterior AF and that no correlations exist between the IMCL content of the psoas major and T2 values.</p>
</sec>
</body>
<back>
<glossary>
<title>Abbreviations</title>
<def-list>
<def-item>
<term>AF</term>
<def>
<p>annulus fibrosus</p>
</def>
</def-item>
<def-item>
<term>CLBP</term>
<def>
<p>chronic low back pain</p>
</def>
</def-item>
<def-item>
<term>EMCLs</term>
<def>
<p>extramyocellular lipids</p>
</def>
</def-item>
<def-item>
<term>IMCLs</term>
<def>
<p>intramyocellular lipids</p>
</def>
</def-item>
<def-item>
<term>IVD</term>
<def>
<p>intervertebral disc</p>
</def>
</def-item>
<def-item>
<term>IVDD</term>
<def>
<p>intervertebral disc degeneration</p>
</def>
</def-item>
<def-item>
<term>MRI</term>
<def>
<p>magnetic resonance imaging</p>
</def>
</def-item>
<def-item>
<term>MRS</term>
<def>
<p>magnetic resonance spectroscopy</p>
</def>
</def-item>
<def-item>
<term>NP</term>
<def>
<p>nucleus pulposus</p>
</def>
</def-item>
<def-item>
<term>TE</term>
<def>
<p>echo time</p>
</def>
</def-item>
<def-item>
<term>TR</term>
<def>
<p>repetition time</p>
</def>
</def-item>
<def-item>
<term>VOI</term>
<def>
<p>volume of interest</p>
</def>
</def-item>
</def-list>
</glossary>
<sec id="s5">
<title>Declarations</title>
<sec>
<title>Acknowledgements</title>
<p>We thank Editage (<ext-link xlink:href="https://www.editage.com/" ext-link-type="uri">https://www.editage.com/</ext-link>) for English language editing.</p>
</sec>
<sec>
<title>Author contribution</title>
<p>IO: Investigation, Writing—original draft. HT: Validation. TM: Project administration. MY: Software. TT: Data curation. AT: Supervision.</p>
</sec>
<sec sec-type="COI-statement">
<title>Conflicts of interest</title>
<p>The authors declare that they have no conflicts of interest.</p>
</sec>
<sec>
<title>Ethical approval</title>
<p>The study was conducted in accordance with the Declaration of Helsinki after approval by the Ethics Committee of Sapporo Medical University (approval number: 262-1074).</p>
</sec>
<sec>
<title>Consent to participate</title>
<p>Informed consent to participate in the study was obtained from all participants.</p>
</sec>
<sec>
<title>Consent to publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The datasets generated and/or analysed during the current study are not publicly available because of the limitations of ethical approval involving the patients’ data and anonymity; however, the datasets are available from the corresponding author (<email>ogon.izaya@sapmed.ac.jp</email>) on reasonable request.</p>
</sec>
<sec>
<title>Funding</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Copyright</title>
<p>© The Author(s) 2023.</p>
</sec>
</sec>
<ref-list>
<ref id="B1">
<label>1</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deyo</surname>
<given-names>RA</given-names>
</name>
<name>
<surname>Weinstein</surname>
<given-names>JN</given-names>
</name>
</person-group>
<article-title>Low back pain</article-title>
<source>N Engl J Med</source>
<year iso-8601-date="2001">2001</year>
<volume>344</volume>
<fpage>363</fpage>
<lpage>70</lpage>
<pub-id pub-id-type="doi">10.1056/NEJM200102013440508</pub-id><pub-id pub-id-type="pmid">11172169</pub-id></element-citation>
</ref>
<ref id="B2">
<label>2</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Teramoto</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Emori</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Associations between visceral fat chronic low back pain and central sensitization in patients with lumbar spinal stenosis</article-title>
<source>J Back Musculoskelet Rehabil</source>
<year iso-8601-date="2022">2022</year>
<volume>35</volume>
<fpage>1035</fpage>
<lpage>41</lpage>
<pub-id pub-id-type="doi">10.3233/BMR-210124</pub-id><pub-id pub-id-type="pmid">35213342</pub-id></element-citation>
</ref>
<ref id="B3">
<label>3</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maher</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Underwood</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Buchbinder</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>Non-specific low back pain</article-title>
<source>Lancet</source>
<year iso-8601-date="2017">2017</year>
<volume>389</volume>
<fpage>736</fpage>
<lpage>47</lpage>
<pub-id pub-id-type="doi">10.1016/S0140-6736(16)30970-9</pub-id><pub-id pub-id-type="pmid">27745712</pub-id></element-citation>
</ref>
<ref id="B4">
<label>4</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cholewicki</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Panjabi</surname>
<given-names>MM</given-names>
</name>
<name>
<surname>Khachatryan</surname>
<given-names>A</given-names>
</name>
</person-group>
<article-title>Stabilizing function of trunk flexor-extensor muscles around a neutral spine posture</article-title>
<source>Spine (Phila Pa 1976)</source>
<year iso-8601-date="1997">1997</year>
<volume>22</volume>
<fpage>2207</fpage>
<lpage>12</lpage>
<pub-id pub-id-type="doi">10.1097/00007632-199710010-00003</pub-id><pub-id pub-id-type="pmid">9346140</pub-id></element-citation>
</ref>
<ref id="B5">
<label>5</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Imaging diagnosis for intervertebral disc</article-title>
<source>JOR Spine</source>
<year iso-8601-date="2020">2020</year>
<volume>3</volume>
<elocation-id>e1066</elocation-id>
<pub-id pub-id-type="doi">10.1002/jsp2.1066</pub-id><pub-id pub-id-type="pmid">32211585</pub-id><pub-id pub-id-type="pmcid">PMC7084050</pub-id></element-citation>
</ref>
<ref id="B6">
<label>6</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vergroesen</surname>
<given-names>PP</given-names>
</name>
<name>
<surname>Kingma</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Emanuel</surname>
<given-names>KS</given-names>
</name>
<name>
<surname>Hoogendoorn</surname>
<given-names>RJ</given-names>
</name>
<name>
<surname>Welting</surname>
<given-names>TJ</given-names>
</name>
<name>
<surname>van Royen</surname>
<given-names>BJ</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Mechanics and biology in intervertebral disc degeneration: a vicious circle</article-title>
<source>Osteoarthritis Cartilage</source>
<year iso-8601-date="2015">2015</year>
<volume>23</volume>
<fpage>1057</fpage>
<lpage>70</lpage>
<pub-id pub-id-type="doi">10.1016/j.joca.2015.03.028</pub-id><pub-id pub-id-type="pmid">25827971</pub-id></element-citation>
</ref>
<ref id="B7">
<label>7</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Modic</surname>
<given-names>MT</given-names>
</name>
<name>
<surname>Ross</surname>
<given-names>JS</given-names>
</name>
</person-group>
<article-title>Lumbar degenerative disk disease</article-title>
<source>Radiology</source>
<year iso-8601-date="2017">2017</year>
<volume>245</volume>
<fpage>43</fpage>
<lpage>61</lpage>
<pub-id pub-id-type="doi">10.1148/radiol.2451051706</pub-id></element-citation>
</ref>
<ref id="B8">
<label>8</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Solomonow</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Hatipkarasulu</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>BH</given-names>
</name>
<name>
<surname>Baratta</surname>
<given-names>RV</given-names>
</name>
<name>
<surname>Aghazadeh</surname>
<given-names>F</given-names>
</name>
</person-group>
<article-title>Biomechanics and electromyography of a common idiopathic low back disorder</article-title>
<source>Spine (Phila Pa 1976)</source>
<year iso-8601-date="2003">2003</year>
<volume>28</volume>
<fpage>1235</fpage>
<lpage>48</lpage>
<pub-id pub-id-type="doi">10.1097/01.BRS.0000065568.47818.B9</pub-id><pub-id pub-id-type="pmid">12811266</pub-id></element-citation>
</ref>
<ref id="B9">
<label>9</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Geisser</surname>
<given-names>ME</given-names>
</name>
<name>
<surname>Ranavaya</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Haig</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Roth</surname>
<given-names>RS</given-names>
</name>
<name>
<surname>Zucker</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Ambroz</surname>
<given-names>C</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>A meta-analytic review of surface electromyography among persons with low back pain and normal, healthy controls</article-title>
<source>J Pain</source>
<year iso-8601-date="2005">2005</year>
<volume>6</volume>
<fpage>711</fpage>
<lpage>26</lpage>
<pub-id pub-id-type="doi">10.1016/j.jpain.2005.06.008</pub-id><pub-id pub-id-type="pmid">16275595</pub-id></element-citation>
</ref>
<ref id="B10">
<label>10</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kalichman</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Carmeli</surname>
<given-names>E</given-names>
</name>
<name>
<surname>Been</surname>
<given-names>E</given-names>
</name>
</person-group>
<article-title>The association between imaging parameters of the paraspinal muscles, spinal degeneration, and low back pain</article-title>
<source>Biomed Res Int</source>
<year iso-8601-date="2017">2017</year>
<volume>2017</volume>
<elocation-id>2562957</elocation-id>
<pub-id pub-id-type="doi">10.1155/2017/2562957</pub-id><pub-id pub-id-type="pmid">28409152</pub-id><pub-id pub-id-type="pmcid">PMC5376928</pub-id></element-citation>
</ref>
<ref id="B11">
<label>11</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ranger</surname>
<given-names>TA</given-names>
</name>
<name>
<surname>Cicuttini</surname>
<given-names>FM</given-names>
</name>
<name>
<surname>Jensen</surname>
<given-names>TS</given-names>
</name>
<name>
<surname>Peiris</surname>
<given-names>WL</given-names>
</name>
<name>
<surname>Hussain</surname>
<given-names>SM</given-names>
</name>
<name>
<surname>Fairley</surname>
<given-names>J</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Are the size and composition of the paraspinal muscles associated with low back pain? A systematic review</article-title>
<source>Spine J</source>
<year iso-8601-date="2017">2017</year>
<volume>17</volume>
<fpage>1729</fpage>
<lpage>48</lpage>
<pub-id pub-id-type="doi">10.1016/j.spinee.2017.07.002</pub-id><pub-id pub-id-type="pmid">28756299</pub-id></element-citation>
</ref>
<ref id="B12">
<label>12</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agten</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Stevens</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Verbrugghe</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Timmermans</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Vandenabeele</surname>
<given-names>F</given-names>
</name>
</person-group>
<article-title>Biopsy samples from the erector spinae of persons with nonspecific chronic low back pain display a decrease in glycolytic muscle fibers</article-title>
<source>Spine J</source>
<year iso-8601-date="2020">2020</year>
<volume>20</volume>
<fpage>199</fpage>
<lpage>206</lpage>
<pub-id pub-id-type="doi">10.1016/j.spinee.2019.09.023</pub-id><pub-id pub-id-type="pmid">31563580</pub-id></element-citation>
</ref>
<ref id="B13">
<label>13</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bailey</surname>
<given-names>JF</given-names>
</name>
<name>
<surname>Fields</surname>
<given-names>AJ</given-names>
</name>
<name>
<surname>Ballatori</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Jain</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Coughlin</surname>
<given-names>D</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>The relationship between endplate pathology and patient-reported symptoms for chronic low back pain depends on lumbar paraspinal muscle quality</article-title>
<source>Spine (Phila Pa 1976)</source>
<year iso-8601-date="2019">2019</year>
<volume>44</volume>
<fpage>1010</fpage>
<lpage>7</lpage>
<pub-id pub-id-type="doi">10.1097/BRS.0000000000003035</pub-id><pub-id pub-id-type="pmid">30896590</pub-id><pub-id pub-id-type="pmcid">PMC6597281</pub-id></element-citation>
</ref>
<ref id="B14">
<label>14</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Özcan-Ekşi</surname>
<given-names>EE</given-names>
</name>
<name>
<surname>Ekşi</surname>
<given-names>MŞ</given-names>
</name>
<name>
<surname>Akçal</surname>
<given-names>MA</given-names>
</name>
</person-group>
<article-title>Severe lumbar intervertebral disc degeneration is associated with Modic changes and fatty infiltration in the paraspinal muscles at all lumbar levels, except for L1-L2: a cross-sectional analysis of 50 symptomatic women and 50 age-matched symptomatic men</article-title>
<source>World Neurosurg</source>
<year iso-8601-date="2019">2019</year>
<volume>122</volume>
<fpage>e1069</fpage>
<lpage>77</lpage>
<pub-id pub-id-type="doi">10.1016/j.wneu.2018.10.229</pub-id><pub-id pub-id-type="pmid">30415054</pub-id></element-citation>
</ref>
<ref id="B15">
<label>15</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Danneels</surname>
<given-names>LA</given-names>
</name>
<name>
<surname>Vanderstraeten</surname>
<given-names>GG</given-names>
</name>
<name>
<surname>Cambier</surname>
<given-names>DC</given-names>
</name>
<name>
<surname>Witvrouw</surname>
<given-names>EE</given-names>
</name>
<name>
<surname>De</surname>
<given-names>Cuyper HJ</given-names>
</name>
</person-group>
<article-title>CT imaging of trunk muscles in chronic low back pain patients and healthy control subjects</article-title>
<source>Eur Spine J</source>
<year iso-8601-date="2000">2000</year>
<volume>9</volume>
<fpage>266</fpage>
<lpage>72</lpage>
<pub-id pub-id-type="doi">10.1007/s005860000190</pub-id><pub-id pub-id-type="pmid">11261613</pub-id><pub-id pub-id-type="pmcid">PMC3611341</pub-id></element-citation>
</ref>
<ref id="B16">
<label>16</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheung</surname>
<given-names>KM</given-names>
</name>
<name>
<surname>Karppinen</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Ho</surname>
<given-names>DW</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>YQ</given-names>
</name>
<name>
<surname>Sham</surname>
<given-names>P</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Prevalence and pattern of lumbar magnetic resonance imaging changes in a population study of one thousand forty-three individuals</article-title>
<source>Spine (Phila Pa 1976)</source>
<year iso-8601-date="2009">2009</year>
<volume>34</volume>
<fpage>934</fpage>
<lpage>40</lpage>
<pub-id pub-id-type="doi">10.1097/BRS.0b013e3181a01b3f</pub-id><pub-id pub-id-type="pmid">19532001</pub-id></element-citation>
</ref>
<ref id="B17">
<label>17</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yanik</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Keyik</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Conkbayir</surname>
<given-names>I</given-names>
</name>
</person-group>
<article-title>Fatty degeneration of multifidus muscle in patients with chronic low back pain and in asymptomatic volunteers: quantification with chemical shift magnetic resonance imaging</article-title>
<source>Skeletal Radiol</source>
<year iso-8601-date="2013">2013</year>
<volume>42</volume>
<fpage>771</fpage>
<lpage>8</lpage>
<pub-id pub-id-type="doi">10.1007/s00256-012-1545-8</pub-id><pub-id pub-id-type="pmid">23263412</pub-id></element-citation>
</ref>
<ref id="B18">
<label>18</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fischer</surname>
<given-names>MA</given-names>
</name>
<name>
<surname>Nanz</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Shimakawa</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Schirmer</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Guggenberger</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Chhabra</surname>
<given-names>A</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Quantification of muscle fat in patients with low back pain: comparison of multi-echo MR imaging with single-voxel MR spectroscopy</article-title>
<source>Radiology</source>
<year iso-8601-date="2013">2013</year>
<volume>266</volume>
<fpage>555</fpage>
<lpage>63</lpage>
<pub-id pub-id-type="doi">10.1148/radiol.12120399</pub-id><pub-id pub-id-type="pmid">23143025</pub-id></element-citation>
</ref>
<ref id="B19">
<label>19</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boesch</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Machann</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Vermathen</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Schick</surname>
<given-names>F</given-names>
</name>
</person-group>
<article-title>Role of proton MR for the study of muscle lipid metabolism<sup>†</sup></article-title>
<source>NMR Biomed</source>
<year iso-8601-date="2006">2006</year>
<volume>19</volume>
<fpage>968</fpage>
<lpage>88</lpage>
<pub-id pub-id-type="doi">10.1002/nbm.1096</pub-id><pub-id pub-id-type="pmid">17075965</pub-id></element-citation>
</ref>
<ref id="B20">
<label>20</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boesch</surname>
<given-names>C</given-names>
</name>
</person-group>
<article-title>Musculoskeletal spectroscopy</article-title>
<source>J Magn Reson Imaging</source>
<year iso-8601-date="2007">2007</year>
<volume>25</volume>
<fpage>321</fpage>
<lpage>38</lpage>
<pub-id pub-id-type="doi">10.1002/jmri.20806</pub-id><pub-id pub-id-type="pmid">17260389</pub-id></element-citation>
</ref>
<ref id="B21">
<label>21</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Velan</surname>
<given-names>SS</given-names>
</name>
<name>
<surname>Said</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Durst</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Frisbee</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Frisbee</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Raylman</surname>
<given-names>RR</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Distinct patterns of fat metabolism in skeletal muscle of normal-weight, overweight, and obese humans</article-title>
<source>Am J Physiol Regul Integr Comp Physiol</source>
<year iso-8601-date="2008">2008</year>
<volume>295</volume>
<fpage>R1060</fpage>
<lpage>5</lpage>
<pub-id pub-id-type="doi">10.1152/ajpregu.90367.2008</pub-id><pub-id pub-id-type="pmid">18667716</pub-id><pub-id pub-id-type="pmcid">PMC2576094</pub-id></element-citation>
</ref>
<ref id="B22">
<label>22</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Srikanthan</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Singhal</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>CC</given-names>
</name>
<name>
<surname>Nagarajan</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>N</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>CK</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Characterization of intra-myocellular lipids using 2d localized correlated spectroscopy and abdominal fat using Mri in type 2 diabetes</article-title>
<source>Magn Reson Insights</source>
<year iso-8601-date="2012">2012</year>
<volume>5</volume>
<fpage>29</fpage>
<lpage>36</lpage>
<pub-id pub-id-type="doi">10.4137/MRI.S10489</pub-id><pub-id pub-id-type="pmid">23471581</pub-id><pub-id pub-id-type="pmcid">PMC3589142</pub-id></element-citation>
</ref>
<ref id="B23">
<label>23</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boesch</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Kreis</surname>
<given-names>R</given-names>
</name>
</person-group>
<article-title>Observation of intramyocellular lipids by <sup>1</sup>H-magnetic resonance spectroscopy</article-title>
<source>Ann N Y Acad Sci</source>
<year iso-8601-date="2000">2000</year>
<volume>904</volume>
<fpage>25</fpage>
<lpage>31</lpage>
<pub-id pub-id-type="pmid">10865706</pub-id></element-citation>
</ref>
<ref id="B24">
<label>24</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Tsuda</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Ida</surname>
<given-names>K</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Correlation between T2 relaxation time and intervertebral disk degeneration</article-title>
<source>Skeletal Radiol</source>
<year iso-8601-date="2012">2012</year>
<volume>41</volume>
<fpage>163</fpage>
<lpage>7</lpage>
<pub-id pub-id-type="doi">10.1007/s00256-011-1144-0</pub-id><pub-id pub-id-type="pmid">21424906</pub-id></element-citation>
</ref>
<ref id="B25">
<label>25</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pfirrmann</surname>
<given-names>CW</given-names>
</name>
<name>
<surname>Metzdorf</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Zanetti</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Hodler</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Boos</surname>
<given-names>N</given-names>
</name>
</person-group>
<article-title>Magnetic resonance classification of lumbar intervertebral disc degeneration</article-title>
<source>Spine (Phila Pa 1976)</source>
<year iso-8601-date="2001">2001</year>
<volume>26</volume>
<fpage>1873</fpage>
<lpage>8</lpage>
<pub-id pub-id-type="doi">10.1097/00007632-200109010-00011</pub-id><pub-id pub-id-type="pmid">11568697</pub-id></element-citation>
</ref>
<ref id="B26">
<label>26</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Imamura</surname>
<given-names>R</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Evaluation of intramyocellular and extramyocellular lipids in the paraspinal muscle in patients with chronic low back pain using MR spectroscopy: preliminary results</article-title>
<source>Br J Radiol</source>
<year iso-8601-date="2016">2016</year>
<volume>89</volume>
<elocation-id>20160136</elocation-id>
<pub-id pub-id-type="doi">10.1259/bjr.20160136</pub-id><pub-id pub-id-type="pmid">27251296</pub-id><pub-id pub-id-type="pmcid">PMC5124886</pub-id></element-citation>
</ref>
<ref id="B27">
<label>27</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Z</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Advances in research on fat infiltration and lumbar intervertebral disc degeneration</article-title>
<source>Front Endocrinol (Lausanne)</source>
<year iso-8601-date="2022">2022</year>
<volume>13</volume>
<elocation-id>1067373</elocation-id>
<pub-id pub-id-type="doi">10.3389/fendo.2022.1067373</pub-id><pub-id pub-id-type="pmid">36568091</pub-id><pub-id pub-id-type="pmcid">PMC9768030</pub-id></element-citation>
</ref>
<ref id="B28">
<label>28</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Björck-van</surname>
<given-names>Dijken C</given-names>
</name>
<name>
<surname>Fjellman-Wiklund</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Hildingsson</surname>
<given-names>C</given-names>
</name>
</person-group>
<article-title>Low back pain, lifestyle factors and physical activity: a population based-study</article-title>
<source>J Rehabil Med</source>
<year iso-8601-date="2008">2008</year>
<volume>40</volume>
<fpage>864</fpage>
<lpage>9</lpage>
<pub-id pub-id-type="doi">10.2340/16501977-0273</pub-id><pub-id pub-id-type="pmid">19242625</pub-id></element-citation>
</ref>
<ref id="B29">
<label>29</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Imamura</surname>
<given-names>R</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Analysis of intra and extramyocellular lipids in the multifidus muscle in patients with chronic low back pain using MR spectroscopy</article-title>
<source>Br J Radiol</source>
<year iso-8601-date="2018">2018</year>
<volume>91</volume>
<elocation-id>20170536</elocation-id>
<pub-id pub-id-type="doi">10.1259/bjr.20170536</pub-id><pub-id pub-id-type="pmid">29227152</pub-id><pub-id pub-id-type="pmcid">PMC5965463</pub-id></element-citation>
</ref>
<ref id="B30">
<label>30</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Magnetic resonance spectroscopic analysis of multifidus muscles lipid content and association with spinopelvic malalignment in chronic low back pain</article-title>
<source>Br J Radiol</source>
<year iso-8601-date="2017">2017</year>
<volume>90</volume>
<elocation-id>20160753</elocation-id>
<pub-id pub-id-type="doi">10.1259/bjr.20160753</pub-id><pub-id pub-id-type="pmid">28291378</pub-id><pub-id pub-id-type="pmcid">PMC5605103</pub-id></element-citation>
</ref>
<ref id="B31">
<label>31</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Quantitative analysis concerning atrophy and fat infiltration of the multifidus muscle with magnetic resonance spectroscopy in chronic low back pain</article-title>
<source>Spine Surg Relat Res</source>
<year iso-8601-date="2019">2019</year>
<volume>3</volume>
<fpage>163</fpage>
<lpage>70</lpage>
<pub-id pub-id-type="doi">10.22603/ssrr.2018-0023</pub-id><pub-id pub-id-type="pmid">31435570</pub-id><pub-id pub-id-type="pmcid">PMC6690088</pub-id></element-citation>
</ref>
<ref id="B32">
<label>32</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Oshigiri</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Multifidus muscles lipid content is associated with intervertebral disc degeneration: a quantitative magnetic resonance imaging study</article-title>
<source>Asian Spine J</source>
<year iso-8601-date="2019">2019</year>
<volume>13</volume>
<fpage>601</fpage>
<lpage>7</lpage>
<pub-id pub-id-type="doi">10.31616/asj.2018.0258</pub-id><pub-id pub-id-type="pmid">30866613</pub-id><pub-id pub-id-type="pmcid">PMC6680039</pub-id></element-citation>
</ref>
<ref id="B33">
<label>33</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Oshigiri</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Is the lipid content of the psoas major correlated with chronic low back pain and spinopelvic alignment? A magnetic resonance spectroscopic study</article-title>
<source>Asian Spine J</source>
<year iso-8601-date="2020">2020</year>
<volume>14</volume>
<fpage>430</fpage>
<lpage>7</lpage>
<pub-id pub-id-type="doi">10.31616/asj.2020.0042</pub-id><pub-id pub-id-type="pmid">32693437</pub-id><pub-id pub-id-type="pmcid">PMC7435315</pub-id></element-citation>
</ref>
<ref id="B34">
<label>34</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Tanimoto</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Ida</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Analysis of chronic low back pain with magnetic resonance imaging T2 mapping of lumbar intervertebral disc</article-title>
<source>J Orthop Sci</source>
<year iso-8601-date="2015">2015</year>
<volume>20</volume>
<fpage>295</fpage>
<lpage>301</lpage>
<pub-id pub-id-type="doi">10.1007/s00776-014-0686-0</pub-id><pub-id pub-id-type="pmid">25649736</pub-id></element-citation>
</ref>
<ref id="B35">
<label>35</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Oshigiri</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Association between spinopelvic alignment and lumbar intervertebral disc degeneration quantified with magnetic resonance imaging T2 mapping in patients with chronic low back pain</article-title>
<source>Spine Surg Relat Res</source>
<year iso-8601-date="2020">2020</year>
<volume>4</volume>
<fpage>135</fpage>
<lpage>41</lpage>
<pub-id pub-id-type="doi">10.22603/ssrr.2019-0051</pub-id><pub-id pub-id-type="pmid">32405559</pub-id><pub-id pub-id-type="pmcid">PMC7217674</pub-id></element-citation>
</ref>
<ref id="B36">
<label>36</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Oshigiri</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Relevance between Schmorl’s node and lumbar intervertebral disc degeneration quantified with magnetic resonance imaging T2 mapping in chronic low back pain</article-title>
<source>Asian Spine J</source>
<year iso-8601-date="2020">2020</year>
<volume>14</volume>
<fpage>621</fpage>
<lpage>8</lpage>
<pub-id pub-id-type="doi">10.31616/asj.2019.0231</pub-id><pub-id pub-id-type="pmid">32213795</pub-id><pub-id pub-id-type="pmcid">PMC7595827</pub-id></element-citation>
</ref>
<ref id="B37">
<label>37</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Iba</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Morita</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Oshigiri</surname>
<given-names>T</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Magnetic resonance spectroscopic analysis of multifidus muscle lipid contents and association with nociceptive pain in chronic low back pain</article-title>
<source>Asian Spine J</source>
<year iso-8601-date="2021">2021</year>
<volume>15</volume>
<fpage>441</fpage>
<lpage>6</lpage>
<pub-id pub-id-type="doi">10.31616/asj.2020.0247</pub-id><pub-id pub-id-type="pmid">33108847</pub-id><pub-id pub-id-type="pmcid">PMC8377217</pub-id></element-citation>
</ref>
<ref id="B38">
<label>38</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Iba</surname>
<given-names>K</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Emori</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Association between lumbar segmental mobility and intervertebral disc degeneration quantified by magnetic resonance imaging T2 mapping</article-title>
<source>N Am Spine Soc J</source>
<year iso-8601-date="2021">2021</year>
<volume>5</volume>
<elocation-id>100044</elocation-id>
<pub-id pub-id-type="doi">10.1016/j.xnsj.2020.100044</pub-id><pub-id pub-id-type="pmid">35141611</pub-id><pub-id pub-id-type="pmcid">PMC8820001</pub-id></element-citation>
</ref>
<ref id="B39">
<label>39</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Teramoto</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Terashima</surname>
<given-names>Y</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Emori</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Factors associated with low back pain in patients with lumbar spinal stenosis: a cross-sectional study</article-title>
<source>BMC Musculoskelet Disord</source>
<year iso-8601-date="2022">2022</year>
<volume>23</volume>
<elocation-id>552</elocation-id>
<pub-id pub-id-type="doi">10.1186/s12891-022-05483-7</pub-id><pub-id pub-id-type="pmid">35676704</pub-id><pub-id pub-id-type="pmcid">PMC9175476</pub-id></element-citation>
</ref>
<ref id="B40">
<label>40</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takashima</surname>
<given-names>H</given-names>
</name>
<name>
<surname>Yoshimoto</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Ogon</surname>
<given-names>I</given-names>
</name>
<name>
<surname>Takebayashi</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Imamura</surname>
<given-names>R</given-names>
</name>
<name>
<surname>Akatsuka</surname>
<given-names>Y</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>T1rho, T2, and T2* relaxation time based on grading of intervertebral disc degeneration</article-title>
<source>Acta Radiol</source>
<year iso-8601-date="2023">2023</year>
<volume>64</volume>
<fpage>1116</fpage>
<lpage>21</lpage>
<pub-id pub-id-type="doi">10.1177/02841851221113936</pub-id><pub-id pub-id-type="pmid">35876305</pub-id></element-citation>
</ref>
<ref id="B41">
<label>41</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kader</surname>
<given-names>DF</given-names>
</name>
<name>
<surname>Wardlaw</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>FW</given-names>
</name>
</person-group>
<article-title>Correlation between the MRI changes in the lumbar multifidus muscles and leg pain</article-title>
<source>Clin Radiol</source>
<year iso-8601-date="2000">2000</year>
<volume>55</volume>
<fpage>145</fpage>
<lpage>9</lpage>
<pub-id pub-id-type="doi">10.1053/crad.1999.0340</pub-id><pub-id pub-id-type="pmid">10657162</pub-id></element-citation>
</ref>
<ref id="B42">
<label>42</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Honkanen</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Mäntysaari</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Leino</surname>
<given-names>T</given-names>
</name>
<name>
<surname>Avela</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Kerttula</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Haapamäki</surname>
<given-names>V</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Cross-sectional area of the paraspinal muscles and its association with muscle strength among fighter pilots: a 5-year follow-up</article-title>
<source>BMC Musculoskelet Disord</source>
<year iso-8601-date="2019">2019</year>
<volume>20</volume>
<elocation-id>170</elocation-id>
<pub-id pub-id-type="doi">10.1186/s12891-019-2551-y</pub-id><pub-id pub-id-type="pmid">30991977</pub-id><pub-id pub-id-type="pmcid">PMC6469149</pub-id></element-citation>
</ref>
<ref id="B43">
<label>43</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Udermann</surname>
<given-names>BE</given-names>
</name>
<name>
<surname>Mayer</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Graves</surname>
<given-names>JE</given-names>
</name>
<name>
<surname>Murray</surname>
<given-names>SR</given-names>
</name>
</person-group>
<article-title>Quantitative assessment of lumbar paraspinal muscle endurance</article-title>
<source>J Athl Train</source>
<year iso-8601-date="2003">2003</year>
<volume>38</volume>
<fpage>259</fpage>
<lpage>62</lpage>
<pub-id pub-id-type="doi">10.1097/00005768-199805001-01224</pub-id><pub-id pub-id-type="pmid">14608437</pub-id><pub-id pub-id-type="pmcid">PMC233181</pub-id></element-citation>
</ref>
<ref id="B44">
<label>44</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bajek</surname>
<given-names>S</given-names>
</name>
<name>
<surname>Bobinac</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Bajek</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Vranić</surname>
<given-names>TS</given-names>
</name>
<name>
<surname>Lah</surname>
<given-names>B</given-names>
</name>
<name>
<surname>Dragojević</surname>
<given-names>DM</given-names>
</name>
</person-group>
<article-title>Muscle fiber type distribution in multifidus muscle in cases of lumbar disc herniation</article-title>
<source>Acta Med Okayama</source>
<year iso-8601-date="2000">2000</year>
<volume>54</volume>
<fpage>235</fpage>
<lpage>41</lpage>
<pub-id pub-id-type="doi">10.18926/AMO/32283</pub-id><pub-id pub-id-type="pmid">11132916</pub-id></element-citation>
</ref>
<ref id="B45">
<label>45</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reid</surname>
<given-names>KF</given-names>
</name>
<name>
<surname>Fielding</surname>
<given-names>RA</given-names>
</name>
</person-group>
<article-title>Skeletal muscle power: a critical determinant of physical functioning in older adults</article-title>
<source>Exerc Sport Sci Rev</source>
<year iso-8601-date="2012">2012</year>
<volume>40</volume>
<fpage>4</fpage>
<lpage>12</lpage>
<pub-id pub-id-type="doi">10.1097/JES.0b013e31823b5f13</pub-id><pub-id pub-id-type="pmid">22016147</pub-id><pub-id pub-id-type="pmcid">PMC3245773</pub-id></element-citation>
</ref>
<ref id="B46">
<label>46</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lerer</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Nykamp</surname>
<given-names>SG</given-names>
</name>
<name>
<surname>Harriss</surname>
<given-names>AB</given-names>
</name>
<name>
<surname>Gibson</surname>
<given-names>TW</given-names>
</name>
<name>
<surname>Koch</surname>
<given-names>TG</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>SH</given-names>
</name>
</person-group>
<article-title>MRI-based relationships between spine pathology, intervertebral disc degeneration, and muscle fatty infiltration in chondrodystrophic and non-chondrodystrophic dogs</article-title>
<source>Spine J</source>
<year iso-8601-date="2015">2015</year>
<volume>15</volume>
<fpage>2433</fpage>
<lpage>9</lpage>
<pub-id pub-id-type="doi">10.1016/j.spinee.2015.08.014</pub-id><pub-id pub-id-type="pmid">26282102</pub-id></element-citation>
</ref>
<ref id="B47">
<label>47</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Urrutia</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Besa</surname>
<given-names>P</given-names>
</name>
<name>
<surname>Lobos</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Campos</surname>
<given-names>M</given-names>
</name>
<name>
<surname>Arrieta</surname>
<given-names>C</given-names>
</name>
<name>
<surname>Andia</surname>
<given-names>M</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Lumbar paraspinal muscle fat infiltration is independently associated with sex, age, and inter-vertebral disc degeneration in symptomatic patients</article-title>
<source>Skeletal Radiol</source>
<year iso-8601-date="2018">2018</year>
<volume>47</volume>
<fpage>955</fpage>
<lpage>61</lpage>
<pub-id pub-id-type="doi">10.1007/s00256-018-2880-1</pub-id></element-citation>
</ref>
<ref id="B48">
<label>48</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goutallier</surname>
<given-names>D</given-names>
</name>
<name>
<surname>Postel</surname>
<given-names>JM</given-names>
</name>
<name>
<surname>Bernageau</surname>
<given-names>J</given-names>
</name>
<name>
<surname>Lavau</surname>
<given-names>L</given-names>
</name>
<name>
<surname>Voisin</surname>
<given-names>MC</given-names>
</name>
</person-group>
<article-title>Fatty muscle degeneration in cuff ruptures. Pre- and postoperative evaluation by CT scan</article-title>
<source>Clin Orthop Relat Res</source>
<year iso-8601-date="1994">1994</year>
<volume>304</volume>
<fpage>78</fpage>
<lpage>83</lpage>
<pub-id pub-id-type="doi">10.1097/00003086-199407000-00014</pub-id><pub-id pub-id-type="pmid">8020238</pub-id></element-citation>
</ref>
<ref id="B49">
<label>49</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Boer</surname>
<given-names>TN</given-names>
</name>
<name>
<surname>van Spil</surname>
<given-names>WE</given-names>
</name>
<name>
<surname>Huisman</surname>
<given-names>AM</given-names>
</name>
<name>
<surname>Polak</surname>
<given-names>AA</given-names>
</name>
<name>
<surname>Bijlsma</surname>
<given-names>JW</given-names>
</name>
<name>
<surname>Lafeber</surname>
<given-names>FP</given-names>
</name>
<etal>et al.</etal>
</person-group>
<article-title>Serum adipokines in osteoarthritis; comparison with controls and relationship with local parameters of synovial inflammation and cartilage damage</article-title>
<source>Osteoarthritis Cartilage</source>
<year iso-8601-date="2012">2012</year>
<volume>20</volume>
<fpage>846</fpage>
<lpage>53</lpage>
<pub-id pub-id-type="doi">10.1016/j.joca.2012.05.002</pub-id></element-citation>
</ref>
<ref id="B50">
<label>50</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>James</surname>
<given-names>G</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X</given-names>
</name>
<name>
<surname>Diwan</surname>
<given-names>A</given-names>
</name>
<name>
<surname>Hodges</surname>
<given-names>PW</given-names>
</name>
</person-group>
<article-title>Fat infiltration in the multifidus muscle is related to inflammatory cytokine expression in the muscle and epidural adipose tissue in individuals undergoing surgery for intervertebral disc herniation</article-title>
<source>Eur Spine J</source>
<year iso-8601-date="2021">2021</year>
<volume>30</volume>
<fpage>837</fpage>
<lpage>45</lpage>
<pub-id pub-id-type="doi">10.1007/s00586-020-06514-4</pub-id><pub-id pub-id-type="pmid">32594231</pub-id></element-citation>
</ref>
<ref id="B51">
<label>51</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Provencher</surname>
<given-names>SW</given-names>
</name>
</person-group>
<article-title>Estimation of metabolite concentrations from localized <italic>in vivo</italic> proton NMR spectra</article-title>
<source>Magn Reson Med</source>
<year iso-8601-date="1993">1993</year>
<volume>30</volume>
<fpage>672</fpage>
<lpage>9</lpage>
<pub-id pub-id-type="doi">10.1002/mrm.1910300604</pub-id><pub-id pub-id-type="pmid">8139448</pub-id></element-citation>
</ref>
</ref-list>
</back>
</article>