<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">IJCM</journal-id><journal-title-group><journal-title>International Journal of Clinical Medicine</journal-title></journal-title-group><issn pub-type="epub">2158-284X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ijcm.2019.104020</article-id><article-id pub-id-type="publisher-id">IJCM-91611</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Medicine&amp;Healthcare</subject></subj-group></article-categories><title-group><article-title>
 
 
  Assessment of Glycosaminoglycan Content of Lumbar Intervertebral Discs in Patients with Radiculopathy
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sophie</surname><given-names>Heüveldop</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Florian</surname><given-names>Fichter</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Anja</surname><given-names>Müller-Lutz</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Markus</surname><given-names>Konieczny</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Markus</surname><given-names>Eichner</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hans-J&amp;ouml;rg</surname><given-names>Wittsack</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Christoph</surname><given-names>Schleich</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Diagnostic and Interventional Radiology, Medical Faculty, University of Düsseldorf, Düsseldorf, Germany</addr-line></aff><aff id="aff2"><addr-line>Department of Orthopedics, Medical Faculty, University of Düsseldorf, Düsseldorf, Germany</addr-line></aff><pub-date pub-type="epub"><day>03</day><month>04</month><year>2019</year></pub-date><volume>10</volume><issue>04</issue><fpage>259</fpage><lpage>269</lpage><history><date date-type="received"><day>24,</day>	<month>February</month>	<year>2019</year></date><date date-type="rev-recd"><day>1,</day>	<month>April</month>	<year>2019</year>	</date><date date-type="accepted"><day>4,</day>	<month>April</month>	<year>2019</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  <em>Objective: </em>To assess glycosaminoglycan (GAG) content of lumbar intervertebral discs (IVDs) in patients with radiculopathy compared with healthy volunteers with glycosaminoglycan chemical exchange saturation transfer (gagCEST). 
  <em>Methods:</em> The lumbar spines of 15 patients with radiculopathy (9 women, 6 men; mean age 45 years; range: 19 - 80 years) and 13 healthy controls (10 women, 3 men; mean age 29 years; range: 19 - 38 years) without lumbar back pain or previous spine surgery were examined at a 3 Tesla (T) magnetic resonance imaging (MRI) scanner in this prospective study. The MRI protocol included standard morphological, sagittal, and transverse T2-weighted (T2w) images of the five lumbar IVDs (L1-S1) to assess Pfirrmann score and to detect disc disorders according to the Combined Task Force classification. To analyze biochemically the lumbar IVDs, a gagCEST sequence was applied to measure the GAG content of the nucleus pulposus (NP) and annulus fibrosus (AF). 
  <em>Results:</em> Patients with radiculopathy indicated significantly lower gagCEST values in NP than healthy volunteers (2.82% 
  &amp;plusmn; 3.12% vs. 4.09% 
  &amp;plusmn; 2.25%, P = 0.017). The GAG content of AF showed no significant difference between volunteers and patients (2.66% 
  &amp;plusmn; 2.01% vs. 1.92% 
  &amp;plusmn; 2.56%; P = 0.175). Conclusions. Patients with radiculopathy presented with lower GAG values than healthy volunteers in NP, indicating an association between pain and IVD degeneration. gagCEST of lumbar IVDs is a powerful, non-invasive tool to investigate early disc degeneration, which we could demonstrate in the NP in our study collective.
 
</p></abstract><kwd-group><kwd>Glycosaminoglycan Chemical Exchange Saturation Transfer</kwd><kwd> Radiculopathy</kwd><kwd> Intervertebral Disc</kwd><kwd> Lumbar Spine</kwd><kwd> Early Degeneration</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Low back pain (LBP) is a common disease in the industrialized world with a high lifetime prevalence [<xref ref-type="bibr" rid="scirp.91611-ref1">1</xref>] . It is one of the leading causes of disability and imposes a high socio-economic burden [<xref ref-type="bibr" rid="scirp.91611-ref2">2</xref>] . Intervertebral disc (IVD) degeneration is one of the recognized causes of lower back pain [<xref ref-type="bibr" rid="scirp.91611-ref3">3</xref>] . IVDs consist of an outer annulus fibrosus (AF) and an inner nucleus pulposus (NP). Large proteoglycan molecules with numerous negatively charged glycosaminoglycan (GAG) side chains are a major component of IVDs, especially of the NP, which lead to a high osmotic pressure within the disc providing resistance to compressive loading [<xref ref-type="bibr" rid="scirp.91611-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref4">4</xref>] .</p><p>Magnetic resonance imaging (MRI) is well established in the assessment of IVD degeneration [<xref ref-type="bibr" rid="scirp.91611-ref5">5</xref>] . On T2-weighted (T2w) MR images, normal, non-degenerated intervertebral discs show a bright signal from the nucleus pulposus and inner fibers of the annulus due to a high amount of water [<xref ref-type="bibr" rid="scirp.91611-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref6">6</xref>] . Degenerative disc alterations can be visualized by a decrease in the water content on T2w images and be morphologically graded according to the Pfirrmann classification system [<xref ref-type="bibr" rid="scirp.91611-ref7">7</xref>] . Due to the degenerative process, the NP loses its translucency and becomes more difficult to distinguish from the surrounding AF [<xref ref-type="bibr" rid="scirp.91611-ref5">5</xref>] . Besides the Pfirrmann classification, IVDs can be graded according to the Combined Task Force (CTF) classification in normal appearance, protrusion, and extrusion of IVDs [<xref ref-type="bibr" rid="scirp.91611-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref9">9</xref>] .</p><p>Several biochemical MRI techniques have been used to assess and quantify extracellular matrix components of fibrous and hyaline cartilage, such as delayed gadolinium-enhanced MRI of cartilage (dGEMRIC), sodium MRI and T1 rho mapping to visualize the GAG content, and T2/T2* mapping to visualize collagen structure [<xref ref-type="bibr" rid="scirp.91611-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref14">14</xref>] . One relatively new and promising technique is glycosaminoglycan chemical exchange saturation transfer (gagCEST) [<xref ref-type="bibr" rid="scirp.91611-ref15">15</xref>] . Without the application of a contrast agent or dedicated additional MRI hardware, CEST imaging allows the determination of GAG content in IVDs [<xref ref-type="bibr" rid="scirp.91611-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref17">17</xref>] . gagCEST of the lumbar spine is possible at a magnetic field strength of 3T. For gagCEST imaging, several images are acquired with presaturation pulses at different offset frequencies around the bulk water resonance and one reference image without saturation. The residual signal normalized to the reference image as a function of the offset frequencies (z-spectrum) can be utilized to determine and quantify the CEST effect according to magnetization transfer asymmetry ratio (MTRasym) values with respect to the water resonance due to the OH protons of GAG appearing in a frequency range of 0.9 to 1.9 ppm from the water resonance. The magnitude of the measured MTRasym values correlates directly with the underlying concentration of GAG [<xref ref-type="bibr" rid="scirp.91611-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref19">19</xref>] .</p><p>Haneder et al. have already shown a significant GAG loss in correlation with degenerative changes of IVDs in people with lower back pain [<xref ref-type="bibr" rid="scirp.91611-ref20">20</xref>] . Schleich et al. showed the same trend in a healthy collective [<xref ref-type="bibr" rid="scirp.91611-ref16">16</xref>] . The aim of our study was to compare the glycosaminoglycan content of the lumbar IVDs in patients with radiculopathy with that of a healthy collective.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Hypothesis</title><p>Our hypothesis was that the gagCEST effect is lower in patients suffering from pain due to radiculopathy compared with healthy volunteers.</p></sec><sec id="s2_2"><title>2.2. Study Population</title><p>The study was approved by the local ethics committee. Written informed consent was obtained from all volunteers for this prospective study. Fifteen volunteers with radiculopathy (9 women, 6 men; mean age: 45 years; range: 19 - 80 years) and 13 healthy volunteers (10 women, 3 men; mean age: 29 years; range: 19 - 38 years) without specific, subacute, and chronic low back pain or previous surgery of the lumbar spine were prospectively enrolled in this study. The diagnosis of radiculopathy originated from the doctor’s letter or a clinical examination in our spine ambulance.</p></sec><sec id="s2_3"><title>2.3. MR Hardware and Sequence Protocol</title><p>The lumbar spine of all participants was examined in supine position using a clinical whole-body 3T MR system (Magnetom Trio, A Tim System, Siemens Healthcare, Erlangen, Germany). Signal reception was performed using four channel body matrix coils and a 24-channel spine matrix coil. Our MR sequence protocol included a localizer and a T2w sequence in the sagittal and transverse orientations. Parameters of the sagittal T2w turbo spin echo sequence were as follows: field of view = 300 &#215; 300 mm<sup>2</sup>, basic resolution of 256 &#215; 256, slice thickness = 3 mm, in-plane resolution = 1.2 &#215; 1.2 mm, TR/TE = 3100/105 ms, number of slices = 15, flip angle = 160˚, two signal averages, number of echoes per slice = 17 and an acquisition time of 3 minutes and 39 seconds. The parameters of the transversal T2w turbo spin echo sequence were as follows: field of view = 240 &#215; 240 mm<sup>2</sup>, basic resolution of 384 &#215; 307, slice thickness = 3 mm, in-plane resolution = 0.8 &#215; 0.6 mm, TR/TE = 4000/113 ms, number of slices = 25, flip angle = 140˚, one signal average, number of echoes per slice = 26, and an acquisition time of 3 minutes and 38 seconds.</p><p>Biochemical imaging was performed using a prototype gagCEST and water saturation shift referencing (WASSR) sequences. CEST and WASSR sequences were composed of a presaturation module and a segmented 2D RF-spoiled gradient echo module. Detailed sequence parameters were given in <xref ref-type="table" rid="table1">Table 1</xref>.</p><p>CEST and WASSR images were motion-corrected using a diffeomorphic image registration approach incorporated in the prototype software fMRLung (Siemens Healthcare, Erlangen, Germany) [<xref ref-type="bibr" rid="scirp.91611-ref21">21</xref>] . The following data analysis was performed using in-house developed MATLAB software (The Mathworks, Inc., Natick, MA, R2012b). A reduction of image noise was performed using an in-plane 3 &#215; 3 Gaussian filter. B0 field inhomogeneities were corrected using the</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Detailed sequence parameters of the gagCEST and WASSR sequence</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" >WASSR</th><th align="center" valign="middle" >CEST</th></tr></thead><tr><td align="center" valign="middle"  colspan="4"  >2D RF-spoiled GRE module</td></tr><tr><td align="center" valign="middle" >T<sub>E</sub>/T<sub>R</sub></td><td align="center" valign="middle" >[ms]/[ms]</td><td align="center" valign="middle" >5.56/575</td><td align="center" valign="middle" >3.01/1590</td></tr><tr><td align="center" valign="middle" >In-plane resolution</td><td align="center" valign="middle" >[mm<sup>2</sup>]</td><td align="center" valign="middle" >0.8 &#215; 0.8</td><td align="center" valign="middle" >0.8 &#215; 0.8</td></tr><tr><td align="center" valign="middle" >Basic resolution</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >256 &#215; 256</td><td align="center" valign="middle" >256 &#215; 256</td></tr><tr><td align="center" valign="middle" >Slice thickness</td><td align="center" valign="middle" >[mm]</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >5</td></tr><tr><td align="center" valign="middle" >Flip angle</td><td align="center" valign="middle" >[˚]</td><td align="center" valign="middle" >12</td><td align="center" valign="middle" >12</td></tr><tr><td align="center" valign="middle" >Field of view</td><td align="center" valign="middle" >[mm<sup>2</sup>]</td><td align="center" valign="middle" >150 &#215; 150</td><td align="center" valign="middle" >150 &#215; 150</td></tr><tr><td align="center" valign="middle" >Duration</td><td align="center" valign="middle" >[min:sec]</td><td align="center" valign="middle" >10:40</td><td align="center" valign="middle" >17:36</td></tr><tr><td align="center" valign="middle" >NEX (number of excitations)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >2</td></tr><tr><td align="center" valign="middle"  colspan="4"  >Presaturation module</td></tr><tr><td align="center" valign="middle" >Number of measured frequency offsets</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >42</td><td align="center" valign="middle" >26</td></tr><tr><td align="center" valign="middle" >Maximum frequency offset Δω<sub>max</sub></td><td align="center" valign="middle" >[ppm]</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >4</td></tr><tr><td align="center" valign="middle" >B1-CWAE</td><td align="center" valign="middle" >[&#181;T]</td><td align="center" valign="middle" >1.5</td><td align="center" valign="middle" >0.3</td></tr><tr><td align="center" valign="middle" >Number of CEST presaturation pulses</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >8</td></tr><tr><td align="center" valign="middle" >PD/IPD</td><td align="center" valign="middle" >[ms]/[ms]</td><td align="center" valign="middle" >100/6</td><td align="center" valign="middle" >100/100</td></tr></tbody></table></table-wrap><p>WASSR maximum symmetry algorithm [<xref ref-type="bibr" rid="scirp.91611-ref22">22</xref>] . The offset-corrected CESTcurves divided by the signal without CEST presaturation S0 are defined as z-spectrum Z(Ω). The magnetization transfer asymmetry was defined as MTRasym(DΩ) = Z(DΩ) Z(DΩ), where DΩ is the specified frequency shift difference. Evaluation of the gagCEST effect was determined using the MTRasym value in the frequency range from 0.9 to 1.9 ppm, which comprises the chemical exchange resonances of GAG hydroxyl protons [<xref ref-type="bibr" rid="scirp.91611-ref15">15</xref>] .</p></sec><sec id="s2_4"><title>2.4. Data Analysis</title><p>All lumbar IVDs (L1-S1; a total of 140 IVDs) could be imaged successfully without any dropouts. One radiologist with 6 years of experience in musculoskeletal radiology scored all lumbar intervertebral discs according to the Pfirrmann scoring system [<xref ref-type="bibr" rid="scirp.91611-ref7">7</xref>] . The scoring system is based on a five-step grading scale with grade 1 and 2 for non-degenerative discs and grade 3 - 5 for degenerative IVDs according to the nucleus signal intensity, the nucleus structure, the distinction between the nucleus pulposus (AP) and the annulus fibrosus (AF), and the disc height in midsagittal T2w images. According to the CTF classification, the same radiologist scored the IVDs into normal appearing discs and IVDs with protrusion or extrusion [<xref ref-type="bibr" rid="scirp.91611-ref9">9</xref>] . For both analyses, the radiologist was blinded to gagCEST values.</p><p>A region-of-interest (ROI) analysis was performed for MTRasym evaluation of the NP and AF to identify the gagCEST effect. All ROIs were selected by a self-acting image processing algorithm that detected the lumbar IVDs automatically. This lumbar IVD segmentation was performed usingin-house developed MATLAB software. The disc segmentation was based on Bayes classification to divide bone and ligament from disc tissue of the lumbar spine. The segmentation area comprised the lumbar spine. According to the different tissue signal intensity of non-saturated and saturated images, the segmentation tool could distinguish IVDs from the other tissues of the lumbar spine by learning on several training objects before data analysis. The defined ROIs were divided into NP (the innermost 60% of the IVD) and AF (the remaining region of the IVD). Every automatically positioned ROI was visually checked by one radiologist with 6 years of experience in IVD segmentation. None of the ROIs were manually repositioned.</p></sec><sec id="s2_5"><title>2.5. Statistical Analysis</title><p>SPSS (Version 22; SPSS; Chicago, IL) was used for statistical analysis. The mean, confidence intervals for the mean values, median, and standard deviations for the NP and AF were calculated as descriptive statistics. The Lilliefors test was used to verify the normal distribution. Because of the non-normally distributed data, we used Mann-Whitney U tests to compare gagCEST effects in NP and AF for patients and control groups. Results were considered statistically significant at P &lt; 0.05.</p></sec></sec><sec id="s3"><title>3. Results</title><p>All completed measurements were technically successful. A total of 140 IVDs (L1-S1) of 15 patients with radiculopathy and 13 healthy volunteers were analyzed. Morphologically, 22 IVDs were scored Pfirrmann grade 1, 71 lumbar discs were scored Pfirrmann grade 2, 28 IVDs were graded Pfirrmann score 3, 18 discs were graded Pfirrmann grade 4, and 1 IVDwas scored Pfirrmann grade 5. Descriptive data are summarized in <xref ref-type="table" rid="table2">Table 2</xref>.</p><p>In non-degenerated (Pfirrmann grade 1-2) discs, significantly higher gagCEST values were found in the NP than in the AF (P = 0.006). In degenerated discs (Pfirrmann grade 3-5), no significant difference between the NP and AF could be detected (P = 0.71). We could demonstrate significantly lower gagCEST values in degenerated IVDs than in non-degenerated discs in the NP (2.18% &#177; 3.57% vs. 3.99% &#177; 2.1%, P = 0.001). For the AF, we found no significant difference between degenerated and non-degenerated IVDs. Lumbar discs without protrusion or extrusion showed significantly different gagCEST effects between the NP and AF (P &lt; 0.0001). IVDs with protrusion or extrusion revealed no significant difference between the NP and AF (P = 0.0923; P = 0.535, respectively).</p><p>Patients with radiculopathy presented significantly lower gagCEST values in the NP compared withhealthy controls (2.82% &#177; 3.12% vs. 4.09% &#177; 2.25%, P = 0.017) (<xref ref-type="fig" rid="fig1">Figure 1</xref>, <xref ref-type="fig" rid="fig2">Figure 2</xref>). In the AF, no significant difference between patients and controls were found (P = 0.175).</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Descriptive data. Mean, standard deviation (Std), median, minimum, maximum, 95% confidence interval with lower and upper limit</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Mean</th><th align="center" valign="middle" >Std</th><th align="center" valign="middle" >Median</th><th align="center" valign="middle" >Min</th><th align="center" valign="middle" >Max</th><th align="center" valign="middle" >CI [lower limit]</th><th align="center" valign="middle" >CI [upper limit]</th></tr></thead><tr><td align="center" valign="middle" >AF total</td><td align="center" valign="middle" >2.27</td><td align="center" valign="middle" >2.35</td><td align="center" valign="middle" >2.44</td><td align="center" valign="middle" >−7.78</td><td align="center" valign="middle" >8.09</td><td align="center" valign="middle" >1.8811</td><td align="center" valign="middle" >2.6597</td></tr><tr><td align="center" valign="middle" >NP total</td><td align="center" valign="middle" >3.42</td><td align="center" valign="middle" >2.82</td><td align="center" valign="middle" >3.67</td><td align="center" valign="middle" >−10.21</td><td align="center" valign="middle" >12.11</td><td align="center" valign="middle" >2.9486</td><td align="center" valign="middle" >3.8827</td></tr><tr><td align="center" valign="middle" >AF Pfirr 1</td><td align="center" valign="middle" >1.87</td><td align="center" valign="middle" >1.96</td><td align="center" valign="middle" >1.54</td><td align="center" valign="middle" >−0.61</td><td align="center" valign="middle" >5.67</td><td align="center" valign="middle" >1.0500</td><td align="center" valign="middle" >2.6872</td></tr><tr><td align="center" valign="middle" >NP Pfirr 1</td><td align="center" valign="middle" >3.53</td><td align="center" valign="middle" >1.89</td><td align="center" valign="middle" >3.78</td><td align="center" valign="middle" >0.58</td><td align="center" valign="middle" >7.11</td><td align="center" valign="middle" >2.7429</td><td align="center" valign="middle" >4.3239</td></tr><tr><td align="center" valign="middle" >AF Pfirr 2</td><td align="center" valign="middle" >2.97</td><td align="center" valign="middle" >1.92</td><td align="center" valign="middle" >3.07</td><td align="center" valign="middle" >−1.60</td><td align="center" valign="middle" >8.09</td><td align="center" valign="middle" >2.5300</td><td align="center" valign="middle" >3.4131</td></tr><tr><td align="center" valign="middle" >NP Pfirr 2</td><td align="center" valign="middle" >4.14</td><td align="center" valign="middle" >2.28</td><td align="center" valign="middle" >4.14</td><td align="center" valign="middle" >−0.86</td><td align="center" valign="middle" >12.11</td><td align="center" valign="middle" >3.6169</td><td align="center" valign="middle" >4.6611</td></tr><tr><td align="center" valign="middle" >AF Pfirr 3</td><td align="center" valign="middle" >1.93</td><td align="center" valign="middle" >1.79</td><td align="center" valign="middle" >2.02</td><td align="center" valign="middle" >−2.17</td><td align="center" valign="middle" >6.29</td><td align="center" valign="middle" >1.2370</td><td align="center" valign="middle" >2.6146</td></tr><tr><td align="center" valign="middle" >NP Pfirr 3</td><td align="center" valign="middle" >2.93</td><td align="center" valign="middle" >2.18</td><td align="center" valign="middle" >2.75</td><td align="center" valign="middle" >−1.05</td><td align="center" valign="middle" >8.42</td><td align="center" valign="middle" >2.0985</td><td align="center" valign="middle" >3.7713</td></tr><tr><td align="center" valign="middle" >AF Pfirr 4</td><td align="center" valign="middle" >0.25</td><td align="center" valign="middle" >3.77</td><td align="center" valign="middle" >1.01</td><td align="center" valign="middle" >−7.78</td><td align="center" valign="middle" >5.22</td><td align="center" valign="middle" >−1.5388</td><td align="center" valign="middle" >2.0484</td></tr><tr><td align="center" valign="middle" >NP Pfirr 4</td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >4.87</td><td align="center" valign="middle" >2.43</td><td align="center" valign="middle" >−10.21</td><td align="center" valign="middle" >6.51</td><td align="center" valign="middle" >−1.4414</td><td align="center" valign="middle" >3.1919</td></tr><tr><td align="center" valign="middle" >AF Pfirr 5</td><td align="center" valign="middle" >3.09</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >3.09</td><td align="center" valign="middle" >3.09</td><td align="center" valign="middle" >3.09</td><td align="center" valign="middle" >3.0943</td><td align="center" valign="middle" >3.0943</td></tr><tr><td align="center" valign="middle" >NP Pfirr 5</td><td align="center" valign="middle" >5.03</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >5.03</td><td align="center" valign="middle" >5.03</td><td align="center" valign="middle" >5.03</td><td align="center" valign="middle" >5.0314</td><td align="center" valign="middle" >5.0314</td></tr><tr><td align="center" valign="middle" >AF Pfirr 1+2</td><td align="center" valign="middle" >2.72</td><td align="center" valign="middle" >1.98</td><td align="center" valign="middle" >2.75</td><td align="center" valign="middle" >−1.60</td><td align="center" valign="middle" >8.09</td><td align="center" valign="middle" >2.3183</td><td align="center" valign="middle" >3.1139</td></tr><tr><td align="center" valign="middle" >NP Pfirr 1+2</td><td align="center" valign="middle" >4.00</td><td align="center" valign="middle" >2.20</td><td align="center" valign="middle" >3.99</td><td align="center" valign="middle" >−0.86</td><td align="center" valign="middle" >12.11</td><td align="center" valign="middle" >3.5567</td><td align="center" valign="middle" >4.4409</td></tr><tr><td align="center" valign="middle" >AF Pfirr 3-5</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >2.81</td><td align="center" valign="middle" >1.78</td><td align="center" valign="middle" >−7.78</td><td align="center" valign="middle" >6.29</td><td align="center" valign="middle" >0.4758</td><td align="center" valign="middle" >2.1377</td></tr><tr><td align="center" valign="middle" >NP Pfirr 3-5</td><td align="center" valign="middle" >2.19</td><td align="center" valign="middle" >3.60</td><td align="center" valign="middle" >2,67</td><td align="center" valign="middle" >−10.21</td><td align="center" valign="middle" >8.42</td><td align="center" valign="middle" >1.1300</td><td align="center" valign="middle" >3.2438</td></tr><tr><td align="center" valign="middle" >AF BSV 1</td><td align="center" valign="middle" >2.27</td><td align="center" valign="middle" >2.29</td><td align="center" valign="middle" >2.38</td><td align="center" valign="middle" >−7.78</td><td align="center" valign="middle" >8.09</td><td align="center" valign="middle" >1.8601</td><td align="center" valign="middle" >2.6797</td></tr><tr><td align="center" valign="middle" >NP BSV 1</td><td align="center" valign="middle" >3.44</td><td align="center" valign="middle" >2.69</td><td align="center" valign="middle" >3.65</td><td align="center" valign="middle" >−10.21</td><td align="center" valign="middle" >12.11</td><td align="center" valign="middle" >2.9553</td><td align="center" valign="middle" >3.9196</td></tr><tr><td align="center" valign="middle" >AF BSV 2</td><td align="center" valign="middle" >2.62</td><td align="center" valign="middle" >1.73</td><td align="center" valign="middle" >2.61</td><td align="center" valign="middle" >0.52</td><td align="center" valign="middle" >6.29</td><td align="center" valign="middle" >1.6396</td><td align="center" valign="middle" >3.5952</td></tr><tr><td align="center" valign="middle" >NP BSV 2</td><td align="center" valign="middle" >4.04</td><td align="center" valign="middle" >2.20</td><td align="center" valign="middle" >4.24</td><td align="center" valign="middle" >0.26</td><td align="center" valign="middle" >8.42</td><td align="center" valign="middle" >2.7948</td><td align="center" valign="middle" >5.2803</td></tr><tr><td align="center" valign="middle" >AF BSV 3</td><td align="center" valign="middle" >1.68</td><td align="center" valign="middle" >4.22</td><td align="center" valign="middle" >3.09</td><td align="center" valign="middle" >−7.03</td><td align="center" valign="middle" >5.22</td><td align="center" valign="middle" >−1.4480</td><td align="center" valign="middle" >4.7998</td></tr><tr><td align="center" valign="middle" >NP BSV 3</td><td align="center" valign="middle" >2.17</td><td align="center" valign="middle" >5.33</td><td align="center" valign="middle" >4.28</td><td align="center" valign="middle" >−9.16</td><td align="center" valign="middle" >6.51</td><td align="center" valign="middle" >−1.7833</td><td align="center" valign="middle" >6.1138</td></tr><tr><td align="center" valign="middle" >AF BSV 2+3</td><td align="center" valign="middle" >2.27</td><td align="center" valign="middle" >2.82</td><td align="center" valign="middle" >2.66</td><td align="center" valign="middle" >−7.03</td><td align="center" valign="middle" >6.29</td><td align="center" valign="middle" >1.0011</td><td align="center" valign="middle" >3.5400</td></tr><tr><td align="center" valign="middle" >NP BSV 2+3</td><td align="center" valign="middle" >3.35</td><td align="center" valign="middle" >3.64</td><td align="center" valign="middle" >4.28</td><td align="center" valign="middle" >−9.16</td><td align="center" valign="middle" >8.42</td><td align="center" valign="middle" >1.7092</td><td align="center" valign="middle" >4.9863</td></tr><tr><td align="center" valign="middle" >AF controls</td><td align="center" valign="middle" >2.66</td><td align="center" valign="middle" >2.01</td><td align="center" valign="middle" >2.52</td><td align="center" valign="middle" >−1.60</td><td align="center" valign="middle" >8.09</td><td align="center" valign="middle" >2.1734</td><td align="center" valign="middle" >3.1540</td></tr><tr><td align="center" valign="middle" >NP controls</td><td align="center" valign="middle" >4.09</td><td align="center" valign="middle" >2.25</td><td align="center" valign="middle" >4.01</td><td align="center" valign="middle" >−0.73</td><td align="center" valign="middle" >12.11</td><td align="center" valign="middle" >3.5433</td><td align="center" valign="middle" >4.6396</td></tr><tr><td align="center" valign="middle" >AF radiculopathy</td><td align="center" valign="middle" >1.92</td><td align="center" valign="middle" >2.56</td><td align="center" valign="middle" >2.28</td><td align="center" valign="middle" >−7.78</td><td align="center" valign="middle" >8.06</td><td align="center" valign="middle" >1.3480</td><td align="center" valign="middle" >2.5111</td></tr><tr><td align="center" valign="middle" >NP radiculopathy</td><td align="center" valign="middle" >2.82</td><td align="center" valign="middle" >3.12</td><td align="center" valign="middle" >3.38</td><td align="center" valign="middle" >−10.21</td><td align="center" valign="middle" >9.19</td><td align="center" valign="middle" >2.1218</td><td align="center" valign="middle" >3.5380</td></tr></tbody></table></table-wrap></sec><sec id="s4"><title>4. Discussion</title><p>Biochemical alterations of lumbar IVDs are present before morphological changes of the intervertebral disc appear [<xref ref-type="bibr" rid="scirp.91611-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref20">20</xref>] . GAG is one of the major components of the extracellular matrix of IVDs [<xref ref-type="bibr" rid="scirp.91611-ref5">5</xref>] . The loss of tissue water content of the IVD due to a depletion of GAGs plays a central role in these degenerative processes, at first in the NP [<xref ref-type="bibr" rid="scirp.91611-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref4">4</xref>] .</p><p>Our results illustrated significantly lower gagCEST values in patients suffering from radiculopathy compared with healthy controls in the NP. For the AF, no significant difference was revealed. In the literature, disc degeneration is considered as one cause of low back pain (LBP) [<xref ref-type="bibr" rid="scirp.91611-ref23">23</xref>] . Additionally, a strong association between disc degeneration and pain has been shown [<xref ref-type="bibr" rid="scirp.91611-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref25">25</xref>] . In accordance with our work, the first degenerative changes could be found in the NP [<xref ref-type="bibr" rid="scirp.91611-ref5">5</xref>]</p><p>[<xref ref-type="bibr" rid="scirp.91611-ref20">20</xref>] . In the AF, degenerative changes are much more difficult to demonstrate due to physiologically lower GAG values in the AF compared with the NP [<xref ref-type="bibr" rid="scirp.91611-ref20">20</xref>] . We found lower GAG values in degenerated IVDs (Pfirrmann grade 3 - 5) compared with healthy discs (Pfirrmann grade 1 and 2) in our data sets. In addition, degenerated discs showed a loss of GAGs in the NP and an adjustment of the AF GAG content in contrast to non-degenerated IVDs, which revealed a significantly higher GAG content of the NP compared with the AF. These findings agree with recent literature demonstrating that our gagCEST sequence works in the context of degenerative IVD changes [<xref ref-type="bibr" rid="scirp.91611-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.91611-ref20">20</xref>] . According to previous studies, the difference in GAG content between the NP and AF vanished in lumbar IVDs with protrusion or extrusion compared with discs with a normal appearance [<xref ref-type="bibr" rid="scirp.91611-ref16">16</xref>] .</p><p>Our study has limitations. The main limitation of this study was the small sample size. For morphological (Pfirrmann classification) and biochemical MRI (gagCEST), we did not test intra- and interobserver agreement. The Pfirrmann classification has already demonstrated a good intra- and inter-reader reliability in prior studies [<xref ref-type="bibr" rid="scirp.91611-ref16">16</xref>] . For biochemical MRI, we used an automatic detection of GAG content of the NP and AF. For this reason, we believe that the missing reliability calculation is a minor limitation of both analyses. No gender, age, or BMI differentiation was considered in this study. M&#252;ller-Lutz and colleagues showed significantly lower GAG values in IVDs with increasing age and higher BMI [<xref ref-type="bibr" rid="scirp.91611-ref17">17</xref>] . These findings occur before morphological changes of IVDs could be revealed. This is a major limitation of our study considering the age difference between patients and control group and has to be taken into account in follow up studies. Moreover, for ethical reasons, we could not perform a histological correlation. We believe that the strength of this study is its focus on patients with radiculopathy. The results of our study show promise for evaluation of the effect in a larger population, applied to a patients’ pain score or considering the difference between gender and age.</p></sec><sec id="s5"><title>5. Summary</title><p>In summary, gagCEST of lumbar IVDs on a clinical 3T MRI system is a powerful, non-invasive tool without use of contrast medium to investigate early disc degeneration, predominantly concerning the NP. Biochemical imaging with gagCEST could provide an early biomarker for GAG loss in IVDs that may be on the way to develop degenerative changes like protrusion or extrusion, bony endplate alterations, formation of osteophytes, and consecutive spinal stenosis. Biochemical imaging of IVDs of patients with radiculopathy revealed that significantly lower GAG values compared with healthy controls, especially in the NP, may indicate an association between pain and IVD degeneration.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare that they have no conflict of interest.</p></sec><sec id="s7"><title>Cite this paper</title><p>He&#252;veldop, S., Fichter, F., M&#252;ller-Lutz, A., Konieczny, M., Eichner, M., Wittsack, H.-J. and Schleich, C. (2019) Assessment of Glycosaminoglycan Content of Lumbar Intervertebral Discs in Patients with Radiculopathy. International Journal of Clinical Medicine, 10, 259-269. https://doi.org/10.4236/ijcm.2019.104020</p></sec><sec id="s8"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.91611-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Chou, R., Fu, R., Carrino, J.A. and Deyo, R.A. 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