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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2021.625565</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Wrist Circumference-Dependent Upper Limit of Normal for the Cross-Sectional Area Is Superior Over a Fixed Cut-Off Value in Confirming the Clinical Diagnosis of Carpal Tunnel Syndrome</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Olde Dubbelink</surname> <given-names>Tom B. G.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1015501/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>De Kleermaeker</surname> <given-names>Floriaan G. C. M.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/781657/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Beekman</surname> <given-names>Roy</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wijntjes</surname> <given-names>Juerd</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bartels</surname> <given-names>Ronald H. M. A.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/354377/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Meulstee</surname> <given-names>Jan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/693742/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Verhagen</surname> <given-names>Wim I. M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/391889/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Canisius-Wilhelmina Hospital</institution>, <addr-line>Nijmegen</addr-line>, <country>Netherlands</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neurology, VieCuri Medical Centre</institution>, <addr-line>Venlo</addr-line>, <country>Netherlands</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neurology, Zuyderland Medical Centre</institution>, <addr-line>Heerlen</addr-line>, <country>Netherlands</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Neurology, Radboud University Medical Centre</institution>, <addr-line>Nijmegen</addr-line>, <country>Netherlands</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Neurosurgery, Radboud University Medical Centre</institution>, <addr-line>Nijmegen</addr-line>, <country>Netherlands</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Francesco Santini, University of Basel, Switzerland</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Paolo Felisaz, Azienda Ospedaliera Fatebenefratelli e Oftalmico, Italy; Fabrizio Calliada, University of Pavia, Italy</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Tom B. G. Olde Dubbelink <email>t.oldedubbelink&#x00040;cwz.nl</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Applied Neuroimaging, a section of the journal Frontiers in Neurology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>02</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>625565</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>11</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>01</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Olde Dubbelink, De Kleermaeker, Beekman, Wijntjes, Bartels, Meulstee and Verhagen.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Olde Dubbelink, De Kleermaeker, Beekman, Wijntjes, Bartels, Meulstee and Verhagen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<abstract><p><bold>Introduction:</bold> In confirming the clinical diagnosis of carpal tunnel syndrome (CTS), ultrasonography (US) is the recommended first diagnostic test in The Netherlands. One of the most important parameters for an abnormal US result is an increase of the CSA of the median nerve at the carpal tunnel inlet. An earlier study showed that a wrist-circumference dependent cut-off for the upper limit of normal of this CSA might be superior to a fixed cut-off of 11 mm<sup>2</sup>. In this study we compared three ultrasonography (US) parameters in three large Dutch hospitals.</p>
<p><bold>Methods:</bold> Patients with a clinical suspicion of CTS and with reasonable exclusion of other causes of their symptoms were prospectively included. A total number of 175 patients were analysed. The primary goal was to compare the number of wrists with an abnormal US result while using a fixed cut-off of 11 mm<sup>2</sup> (FC), a wrist circumference-dependent cut-off (y = 0.88 <sup>&#x0002A;</sup> x&#x02212;4, where y = ULN and x = wrist circumference in centimetres; abbreviated as WDC), and an intraneural flow related cut-off (IFC).</p>
<p><bold>Results:</bold> The WDC considered more US examinations to be abnormal (55.4%) than the FC (50.3%) did, as well as the IFC (46.9%), with a statistically significant difference of <italic>p</italic> = 0.035 and <italic>p</italic> = 0.001, respectively. The WDC detected 12 abnormal median nerves while the FC did not, and 18 while the IFC did not. The wrist circumference of the patients of these subgroups turned out to be significantly smaller (<italic>p</italic> &#x0003C; 0.001) when compared with the rest of the group.</p>
<p><bold>Conclusion:</bold> According to these study results, the wrist-circumference dependent cut-off value for the CSA of the median nerve at the wrist appears to have a higher sensitivity than either a fixed cut-off value of 11 mm<sup>2</sup> or cut-off values based on intraneural flow, and may add most value in patients with a smaller wrist circumference.</p></abstract>
<kwd-group>
<kwd>carpal tunnel syndrome</kwd>
<kwd>ultrasonography</kwd>
<kwd>cross-sectional area (CSA)</kwd>
<kwd>median nerve</kwd>
<kwd>cut-off</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="20"/>
<page-count count="7"/>
<word-count count="4702"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Carpal tunnel syndrome (CTS) is the most common peripheral mononeuropathy with a prevalence ranging from 1 to 6% in the general population (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). CTS is caused by compression of the median nerve as it travels through the carpal tunnel, and can be diagnosed clinically. The symptoms classically include pain and paraesthesia in the territory of the median nerve, increasing during the night, and provocation by flexing or extending the wrist (<xref ref-type="bibr" rid="B3">3</xref>). Case history evaluation is the most important part of consultation for the clinical diagnosis of CTS (<xref ref-type="bibr" rid="B4">4</xref>). Nevertheless, in The Netherlands, most surgeons require a confirmation by an electrodiagnostic or ultrasound test (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>As of 2017, ultrasonography (US) is the recommended first diagnostic test in The Netherlands because it is easily accessible and painless. Moreover, US and nerve conduction studies (NCS) have a similar sensitivity and specificity, according to the Dutch CTS guideline (<xref ref-type="bibr" rid="B6">6</xref>). In literature, several ultrasonography parameters for confirming the diagnosis CTS are suggested, the most important being (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>):</p>
<list list-type="simple">
<list-item><p>- An increase in the cross-sectional area (CSA) of the median nerve at wrist level;</p></list-item>
<list-item><p>- Flattening ratio of the median nerve at the hamate level;</p></list-item>
<list-item><p>- Swelling ratio; increase in the CSA at the wrist level compared to the CSA at distal radius level (<xref ref-type="bibr" rid="B9">9</xref>);</p></list-item>
<list-item><p>- Palmar bowing of the flexor retinaculum;</p></list-item>
<list-item><p>- And hypervascularisation (<xref ref-type="bibr" rid="B10">10</xref>).</p></list-item>
</list>
<p>In a previous study we found that a wrist circumference-dependent cut-off value of the CSA could lead to increased diagnostic accuracy (<xref ref-type="bibr" rid="B11">11</xref>). In this study we used the increase of the CSA of the median nerve at wrist level as parameter and evaluated which of three ultrasonographic cut-off values can confirm the clinical diagnosis of CTS the most accurately. These three parameters include a cut-off value of the maximum CSA based on (1) a fixed cut-off value, (2) a wrist circumference-dependent cut-off value, and (3) an intraneural flow-dependent cut-off value (the presence or absence of increased nerve vascularisation).</p>
<p>In earlier studies (<xref ref-type="bibr" rid="B12">12</xref>) we used more rigid clinical criteria for diagnosing CTS. Patients were included if they experienced paraesthesias and/or pain in the median nerve-innervated territory, and two or more of the following clinical signs: (1) nocturnal paraesthesias, (2) aggravation of paraesthesias by driving, holding a book or telephone, and (3) a positive Flick sign. However, in our experience, confirmation of presumed CTS is often required by the clinician for patients who do not fulfil all these criteria. In this study we analysed data from three large Dutch teaching hospitals with less strict, but in daily practice more commonly used, inclusion criteria for CTS, as mentioned in paragraph Study Population and Sonography Assessment. Compared to earlier studies, waking up at night due to the symptoms was not mandatory in this study and we did not specify the different types of aggravating activities.</p>
<p>The primary goal of this study was to investigate in how many patients clinical CTS conformation could be achieved by using these three cut-off values and compare performance of these cut-off values. The clinical diagnosis, as defined in the inclusion criteria in the next section, was used as the gold standard.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Methods</title>
<p>Patients with a clinical suspicion of CTS were referred by their general practitioners between 2018 and 2020. Neurologists in one Dutch university hospital (Radboud university medical centre, Nijmegen) and two Dutch teaching hospitals [Zuyderland hospital, Heerlen and Canisius-Wilhelmina hospital (CWZ), Nijmegen] took the history and included patients if they met the criteria as mentioned in the next paragraph. Ultrasonography was performed and the cross-sectional area (CSA) for the median nerve was measured in all hospitals. The circumference at the distal wrist crease [affected side(s)], height, weight, age, gender and the duration of symptoms were documented. Ultrasonography studies were performed on the same day for each patient and by experienced electrodiagnostic technicians.</p>
<p>The study was approved by the local ethics committee.</p>
<sec>
<title>Study Population and Sonography Assessment</title>
<p>Patients were included if they met all of the following inclusion criteria:</p>
<list list-type="simple">
<list-item><p>- Over 18 years old;</p></list-item>
<list-item><p>- Paraesthesia (possibly accompanied by hypaesthesia and/or pain) in the territory of the median nerve;</p></list-item>
<list-item><p>- Aggravation of complaints by certain activities or wrist movements;</p></list-item>
<list-item><p>- Reasonable exclusion of other causes based on history-taking and examination.</p></list-item>
</list>
<p>In patients with bilateral complaints only one side was randomly included. We excluded patients with clinical signs of polyneuropathy, previous surgery or trauma to the wrist and bifid median nerves. Also, pregnant patients and patients with a history of rheumatoid arthritis, diabetes mellitus, hereditary neuropathy with liability to pressure palsies, thyroid disease or alcoholism were excluded.</p>
<p>US studies were performed by neurophysiology technicians with at least 5 years of nerve ultrasound experience. The studies were performed with a Hitachi Aloka Arietta 850 ultrasound system in the Canisius-Wilhelmina hospital (5&#x02013;17 MHz linear array transducer) and in the Zuyderland hospital (5&#x02013;18 MHz linear array transducer). In the Radboud university medical centre (Radboudumc) a Fujifilm Sonosite Xporte (5&#x02013;16 MHz linear array transducer) was used. The main settings of the US machine were: frequency 17&#x02013;18 MHz, acoustic power 100%, deepness 1.5 cm and focus position 2 cm. Patients were examined in a sitting position with their forearm in supination resting on an examination couch. The median nerve ultrasonography was performed in longitudinal and transverse planes. The inner margin of the hyperechoic rim was outlined by the technicians, as was learned in specialised ultrasound training. The CSA was calculated by the software of the ultrasound system, rounding all measurements to the nearest 0.01 cm<sup>2</sup>. Colour Doppler sonography with no extra manual compression was used to depict potential intraneural blood vessels. The power Doppler box was placed over the nerve with the focus point adjusted to the nerve depth. The colour gain was set to the maximum level for higher sensitivity to flow signals. Intraneural flow was defined as pulsatile focal colour flow signals. Ultrasonographic protocol in the Radboudumc included measurements of both distal and proximal carpal tunnel CSA; we included the largest measured CSA only.</p>
<p>A fixed cut-off value of &#x0003E;11 mm<sup>2</sup> for the CSA of the median nerve at the wrist level was compared with wrist circumference-dependent cut-off values and cut-off values based on increased nerve vascularisation in the median nerve. In the Dutch CTS guideline (<xref ref-type="bibr" rid="B6">6</xref>) a fixed cut-off of 11 mm<sup>2</sup> for the median nerve CSA at wrist level is mentioned based on a study from Visser et al. (<xref ref-type="bibr" rid="B13">13</xref>). The wrist circumference-dependent cut-off value was calculated by an equation, y = 0.88 <sup>&#x0002A;</sup> x&#x02212;4.0, where y is the upper limit of normal of the CSA and x = wrist circumference in centimetres, as described in a previous study (<xref ref-type="bibr" rid="B11">11</xref>). If intraneural flow was present a cut-off value of &#x0003E; 12.4 mm<sup>2</sup> was used, and if absent, the cut-off value was &#x0003E;11.2 mm<sup>2</sup>. These cut-off values were based on the CSA upper limit of normal 95th percentiles in a healthy population (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>For readability purposes we abbreviated the cut-off values in the rest of this paper as FC for the fixed cut-off value, WDC for the wrist circumference dependent cut-off value and IFC for the intraneural flow related cut-off value.</p>
</sec>
</sec>
<sec>
<title>Statistics</title>
<p>Statistical analyses were performed using SPSS Statistics Version 26.0. The type of distribution of the data was checked by performing visual analysis of the histograms, the Kolmogorov&#x02013;Smirnov test and Q-Q plots. Group comparisons for patient characteristics were performed by Chi&#x02013;Square test (nominal unpaired data), one-way ANOVA analysis for numerical, normally distributed, unpaired data and for non-parametric data the Mann&#x02013;Whitney <italic>U</italic> (2 groups) or Kruskal&#x02013;Wallis (&#x0003E;2 groups) test. The categorical data of the three hospitals combined was analysed using McNemar&#x00027;s test for paired data. <italic>p</italic> &#x0003C; 0.05 was considered to be statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p><xref ref-type="table" rid="T1">Table 1</xref> shows the patient characteristics. A total number of 175 patients were included. There were no statistically significant differences between the hospitals in gender, age, side of included wrist, height, weight, BMI, or the duration of symptoms. Particularly, wrist circumference did not differ between these patient groups. The CSA of the median nerve at wrist was significantly smaller in the Zuyderland hospital compared with CWZ (<italic>p</italic> &#x0003C; 0.001) and compared with the Radboudumc (<italic>p</italic> = 0.042). This value did not differ between CWZ and the Radboudumc (<italic>p</italic> = 0.318).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Patient characteristics.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center"><bold>Zuyderland</bold></th>
<th valign="top" align="center"><bold>Radboudumc</bold></th>
<th valign="top" align="center"><bold>Canisius-Wilhelmina hospital (CWZ)</bold></th>
<th valign="top" align="center"><bold>Total</bold></th>
<th valign="top" align="center"><bold><italic>p</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Participants (<italic>n</italic>)</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">41</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">175</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Men/women</td>
<td valign="top" align="center">22 (31.0%)/49 (69.0%)</td>
<td valign="top" align="center">9 (22.0%)/32 (78.0%)</td>
<td valign="top" align="center">22 (34.9%)/41 (65.1%)</td>
<td valign="top" align="center">53 (30.3%)/122 (69.7%)</td>
<td valign="top" align="center">0.367<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Mean age (y, SD)</td>
<td valign="top" align="center">53.8 (15.3)</td>
<td valign="top" align="center">57.0 (12.8)</td>
<td valign="top" align="center">57.3 (16.3)</td>
<td valign="top" align="center">55.8 (15.2)</td>
<td valign="top" align="center">0.347<xref ref-type="table-fn" rid="TN2"><sup>b</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Left/right</td>
<td valign="top" align="center">35/36</td>
<td valign="top" align="center">16/25</td>
<td valign="top" align="center">32/31</td>
<td valign="top" align="center">83/92</td>
<td valign="top" align="center">0.461<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median height (cm, IQ range)</td>
<td valign="top" align="center">168.0 (12.0)</td>
<td valign="top" align="center">168.0 (9.0)</td>
<td valign="top" align="center">169.0 (9.0)</td>
<td valign="top" align="center">168.6 (10.0)</td>
<td valign="top" align="center">0.962<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median weight (kg, IQ range)</td>
<td valign="top" align="center">77.5 (22.0)</td>
<td valign="top" align="center">78.0 (21.0)</td>
<td valign="top" align="center">78.0 (20.0)</td>
<td valign="top" align="center">78.0 (21.0)</td>
<td valign="top" align="center">0.559<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median BMI (kg/m<sup>2</sup>, IQ range)</td>
<td valign="top" align="center">27.1 (5.7)</td>
<td valign="top" align="center">27.1 (5.5)</td>
<td valign="top" align="center">27.7 (6.2)</td>
<td valign="top" align="center">27.4 (6.0)</td>
<td valign="top" align="center">0.210<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median duration symptoms (months, IQ range)</td>
<td valign="top" align="center">6.0 (20.5)</td>
<td valign="top" align="center">6.0 (21.8)</td>
<td valign="top" align="center">12.0 (21.0)</td>
<td valign="top" align="center">6.0 (22.0)</td>
<td valign="top" align="center">0.379<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median wrist circumference (cm, IQ range)</td>
<td valign="top" align="center">17.0 (2.0)</td>
<td valign="top" align="center">17.0 (2.0)</td>
<td valign="top" align="center">16.9 (1.7)</td>
<td valign="top" align="center">17.0 (1.8)</td>
<td valign="top" align="center">0.950<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Minimum-maximum range wrist circumference in cm</td>
<td valign="top" align="center">14.0-20.0</td>
<td valign="top" align="center">14.0-19.5</td>
<td valign="top" align="center">14.4-20.0</td>
<td valign="top" align="center">14.0-20.0</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Median left wrist circumference (cm, IQ range)</td>
<td valign="top" align="center">17.0 (1.2)</td>
<td valign="top" align="center">17.8 (1.4)</td>
<td valign="top" align="center">16.8 (1.4)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Mean right wrist circumference (cm, SD)</td>
<td valign="top" align="center">17.0 (2.7)</td>
<td valign="top" align="center">17.0 (1.8)</td>
<td valign="top" align="center">17.2 (1.8)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Median CSA wrist (mm<sup>2</sup>, IQ range)</td>
<td valign="top" align="center">10.3 (2.7)</td>
<td valign="top" align="center">12.3 (4.8)</td>
<td valign="top" align="center">12.2 (5.4)</td>
<td valign="top" align="center">11.1 (4.3)</td>
<td valign="top" align="center">&#x0003C;0.001<xref ref-type="table-fn" rid="TN8"><sup>c&#x02020;</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median CSA wrist left (mm<sup>2</sup>, IQ range)</td>
<td valign="top" align="center">10.3 (2.3)</td>
<td valign="top" align="center">12.8 (6.5)</td>
<td valign="top" align="center">12.4 (4.3)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Median CSA wrist right (mm<sup>2</sup>, IQ range)</td>
<td valign="top" align="center">9.8 (2.6)</td>
<td valign="top" align="center">12.0 (4.2)</td>
<td valign="top" align="center">12.0 (6.0)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Intraneural flow</td>
<td valign="top" align="center">6 (8.5%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">13 (20.6%)</td>
<td valign="top" align="center">19 (10.9%)</td>
<td valign="top" align="center">0.001<xref ref-type="table-fn" rid="TN4"><sup>d</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Intraneural flow left</td>
<td valign="top" align="center">1 (1.4%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">7 (11.1%)</td>
<td valign="top" align="center">8 (4.6%)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Intraneural flow right</td>
<td valign="top" align="center">5 (7.0%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6 (9.5%)</td>
<td valign="top" align="center">11 (6.3%)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Intraneural flow absent</td>
<td valign="top" align="center">65 (91.5%)</td>
<td valign="top" align="center">41 (100%)</td>
<td valign="top" align="center">50 (79.4%%)</td>
<td valign="top" align="center">156 (89.1%)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><label>a</label><p><italic>Pearson Chi-Square test</italic>.</p></fn>
<fn id="TN2"><label>b</label><p><italic>One-way between groups ANOVA analysis</italic>.</p></fn>
<fn id="TN3"><label>c</label><p><italic>Kruskal-Wallis test</italic>.</p></fn>
<fn id="TN4"><label>d</label><p><italic>Likelihood ratio Chi-Square test</italic>.</p></fn>
<fn id="TN8"><label>&#x02020;</label><p><italic>In the Zuyderland hospital compared to CWZ, and the Zuyderland hospital compared to the Radboudumc, a statistically significant different CSA at the wrist, p &#x0003C; 0.001 and p = 0.042, respectively, was found. The CSA at the wrist in the Radboudumc compared to CWZ was not statistically significantly different (p = 0.318) (Mann&#x02013;Whitney U-test)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<sec>
<title>Patient Data</title>
<p>In order to assess the primary goals of this study, data of the three hospitals was combined. We compared the total number of abnormal ultrasonography results using the three different parameters as discussed. In <xref ref-type="table" rid="T2">Table 2</xref> the results are presented.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Combined results of ultrasonography of the three hospitals for the fixed cut-off, the wrist circumference-dependent cut-off (WDC) and the cut-off based on intraneural flow (IFC).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Sonography</bold></th>
<th/>
<th valign="top" align="center"><bold>Total number of wrists (<italic>n</italic> &#x0003D; 175)</bold></th>
<th valign="top" align="center"><bold>Zuyderland (<italic>n</italic> &#x0003D; 71)</bold></th>
<th valign="top" align="center"><bold>Radboudumc (<italic>n</italic> &#x0003D; 41)</bold></th>
<th valign="top" align="center"><bold>CWZ (<italic>n</italic> &#x0003D; 63)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Abnormal</td>
<td valign="top" align="center">FC</td>
<td valign="top" align="center">88 (50.3%)</td>
<td valign="top" align="center">21 (29.6%)</td>
<td valign="top" align="center">23 (56.1%)</td>
<td valign="top" align="center">44 (69.8%)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">WDC</td>
<td valign="top" align="center">97 (55.4%)</td>
<td valign="top" align="center">29 (40.8%)</td>
<td valign="top" align="center">25 (61.0%)</td>
<td valign="top" align="center">43 (68.3%)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">IFC</td>
<td valign="top" align="center">82 (46.9%)</td>
<td valign="top" align="center">20 (28.2%)</td>
<td valign="top" align="center">23 (56.1%)</td>
<td valign="top" align="center">39 (61.9%)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, ultrasonography was significantly more often abnormal while using the WDC compared with the FC (<italic>p</italic> = 0.035) or the IFC (<italic>p</italic> = 0.001).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Data of three hospitals combined showing the number of patients with abnormal ultrasonography (US) results. Comparison of the fixed cut-off value (FC), the wrist circumference-dependent cut-off value (WDC) and the flow-dependent cut-off value (IFC). US results were more often abnormal both with the FC (<italic>p</italic> = 0.031) and the WDC (<italic>p</italic> = 0.001) compared with the IFC. <italic>P</italic>-values calculated with McNemar&#x00027;s test.</p></caption>
<graphic xlink:href="fneur-12-625565-g0001.tif"/>
</fig>
<p>The following paragraphs give insight in the hospital-specific data.</p>
<sec>
<title>Zuyderland Hospital</title>
<p>We collected data from 75 patients. Ten bifid median nerves in nine patients led to four exclusions. We eventually included 71 patients. <xref ref-type="table" rid="T3">Table 3</xref> shows the data of the performed tests of the Zuyderland hospital. Interestingly, ultrasonography was abnormal in only 28.2% of the examined wrists when using the IFC, while 40.8% were considered abnormal when the WDC was used.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Results of ultrasonography in the Zuyderland hospital for the fixed cut-off (FC), the wrist circumference-dependent cut-off (WDC) and the cut-off based on intraneural flow (IFC).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center"><bold>FC</bold></th>
<th valign="top" align="center"><bold>WDC</bold></th>
<th valign="top" align="center"><bold>IFC</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">US abnormal</td>
<td valign="top" align="center">21 (29.6%)</td>
<td valign="top" align="center">29 (40.8%)</td>
<td valign="top" align="center">20 (28.2%)</td>
</tr>
<tr>
<td valign="top" align="left">US abnormal left</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">US abnormal right</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Radboud University Medical Centre</title>
<p>Data from 48 patients was collected. We excluded one patient because of missing data points, two patients with bifid median nerves, two posttraumatic CTS patients and two patients because of prior wrist surgery. Forty-one patients were included. <xref ref-type="table" rid="T4">Table 4</xref> shows the hospital-specific results. 56.1&#x02013;61.0% of the 41 examined wrists showed abnormal US results.</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Results of ultrasonography in the Radboudumc for the fixed cut-off (FC), the wrist circumference-dependent cut-off (WDC) and the cut-off based on intraneural flow (IFC).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center"><bold>FC</bold></th>
<th valign="top" align="center"><bold>WDC</bold></th>
<th valign="top" align="center"><bold>IFC</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">US abnormal</td>
<td valign="top" align="center">23 (56.1%)</td>
<td valign="top" align="center">25 (61.0%)</td>
<td valign="top" align="center">23 (56.1%)</td>
</tr>
<tr>
<td valign="top" align="left">US abnormal left</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">9</td>
</tr>
<tr>
<td valign="top" align="left">US abnormal right</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">14</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Canisius-Wilhelmina Hospital (CWZ)</title>
<p>Data of 72 patients was obtained. Seven patients were excluded because of bifid median nerves, Two patients had a medical history of wrist arthrosis. Sixty-three patients were included. In <xref ref-type="table" rid="T5">Table 5</xref> the results of CWZ are presented. Ultrasound test results were abnormal in 61.9&#x02013;69.8%.</p>
<table-wrap position="float" id="T5">
<label>Table 5</label>
<caption><p>Results of ultrasonography in the Canisius-Wilhelmina hospital for the fixed cut-off (FC), the wrist circumference-dependent cut-off (WDC) and the cut-off based on intraneural flow (IFC).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center"><bold>FC</bold></th>
<th valign="top" align="center"><bold>WDC</bold></th>
<th valign="top" align="center"><bold>IFC</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">US abnormal</td>
<td valign="top" align="center">44 (69.8%)</td>
<td valign="top" align="center">43 (68.3%)</td>
<td valign="top" align="center">39 (61.9%)</td>
</tr>
<tr>
<td valign="top" align="left">US abnormal left</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">22</td>
</tr>
<tr>
<td valign="top" align="left">US abnormal right</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">17</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec>
<title>Comparison of the Ultrasonography Parameters</title>
<p>The WDC considered 12 median nerves to be abnormal while the FC did not, and 18 while the IFC did not. The wrist circumference of these 12 and 18 wrists turned out to be significantly smaller (<italic>p</italic> &#x0003C; 0.001) when compared with the rest of the wrist circumferences as shown in <xref ref-type="table" rid="T6">Table 6</xref>. The mean CSA between these groups was not significantly different. Most of these patients (9/12 in the normal fixed group and 10/18 in the normal flow group) were examined at the Zuyderland hospital.</p>
<table-wrap position="float" id="T6">
<label>Table 6</label>
<caption><p>Patient characteristics of 12 and 18 patients with an abnormal ultrasonography (US) result while using the wrist circumference dependent cut-off value but normal US results using the fixed and the flow-dependent cut-off value, respectively.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center"><bold>Normal fixed</bold></th>
<th valign="top" align="center"><bold>Others</bold></th>
<th valign="top" align="center"><bold><italic>p</italic></bold></th>
<th valign="top" align="center"><bold>Normal flow</bold></th>
<th valign="top" align="center"><bold>Others</bold></th>
<th valign="top" align="center"><bold><italic>p</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Wrists (<italic>n</italic>)</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">163</td>
<td/>
<td valign="top" align="center">18</td>
<td valign="top" align="center">157</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Men/Women</td>
<td valign="top" align="center">2/10</td>
<td valign="top" align="center">51/112</td>
<td valign="top" align="center">0.287<xref ref-type="table-fn" rid="TN5"><sup>a</sup></xref></td>
<td valign="top" align="center">3/15</td>
<td valign="top" align="center">50/107</td>
<td valign="top" align="center">0.184<xref ref-type="table-fn" rid="TN5"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Mean age (years, SD)</td>
<td valign="top" align="center">54.5 (12.0)</td>
<td valign="top" align="center">55.9 (15.4)</td>
<td valign="top" align="center">0.760<xref ref-type="table-fn" rid="TN6"><sup>b</sup></xref></td>
<td valign="top" align="center">52.8 (12.9)</td>
<td valign="top" align="center">56.1 (15.4)</td>
<td valign="top" align="center">0.374<xref ref-type="table-fn" rid="TN6"><sup>b</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Left/right</td>
<td valign="top" align="center">5/7</td>
<td valign="top" align="center">78/85</td>
<td valign="top" align="center">0.679<xref ref-type="table-fn" rid="TN5"><sup>a</sup></xref></td>
<td valign="top" align="center">7/11</td>
<td valign="top" align="center">76/81</td>
<td valign="top" align="center">0.444<xref ref-type="table-fn" rid="TN5"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median height (cm, IQ range)</td>
<td valign="top" align="center">163.0 (11.8)</td>
<td valign="top" align="center">168.0 (10.3)</td>
<td valign="top" align="center">0.268<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
<td valign="top" align="center">164.0 (11.0)</td>
<td valign="top" align="center">169.0 (10.8)</td>
<td valign="top" align="center">0.061<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median weight (kg, IQ range)</td>
<td valign="top" align="center">69.5 (15.3)</td>
<td valign="top" align="center">78.5 (20.0)</td>
<td valign="top" align="center">0.013<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
<td valign="top" align="center">72.0 (16.3)</td>
<td valign="top" align="center">78.5 (20.3)</td>
<td valign="top" align="center">0.071<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median BMI (kg/m<sup>2</sup>, IQ range)</td>
<td valign="top" align="center">25.4 (4.1)</td>
<td valign="top" align="center">27.6 (6.0)</td>
<td valign="top" align="center">0.030<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
<td valign="top" align="center">26.8 (4.9)</td>
<td valign="top" align="center">27.9 (5.9)</td>
<td valign="top" align="center">0.267<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median duration symptoms (months, IQ range)</td>
<td valign="top" align="center">4.0 (7.0)</td>
<td valign="top" align="center">6.0 (22.0)</td>
<td valign="top" align="center">0.078<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
<td valign="top" align="center">4.0 (10.0)</td>
<td valign="top" align="center">6.0 (22.0)</td>
<td valign="top" align="center">0.162<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Median wrist circumference (cm, IQ range)</td>
<td valign="top" align="center">16.0 (0.7)</td>
<td valign="top" align="center">17.0 (1.6)</td>
<td valign="top" align="center">&#x0003C;0.001<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
<td valign="top" align="center">16.0 (0.7)</td>
<td valign="top" align="center">17.0 (1.6)</td>
<td valign="top" align="center">&#x0003C;0.001<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">Minimum-maximum range wrist circumference in cm</td>
<td valign="top" align="center">14.0&#x02013;16.7</td>
<td valign="top" align="center">14.0&#x02013;20.0</td>
<td/>
<td valign="top" align="center">14.4&#x02013;18.0</td>
<td valign="top" align="center">14.0&#x02013;22.0</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Median CSA (mm<sup>2</sup>, IQ range)</td>
<td valign="top" align="center">10.3 (0.6)</td>
<td valign="top" align="center">11.7 (4.4)</td>
<td valign="top" align="center">0.281<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
<td valign="top" align="center">11.0 (1.7)</td>
<td valign="top" align="center">11.3 (4.8)</td>
<td valign="top" align="center">0.618<xref ref-type="table-fn" rid="TN7"><sup>c</sup></xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN5"><label>a</label><p><italic>Pearson Chi-Square test</italic>.</p></fn>
<fn id="TN6"><label>b</label><p><italic>Unpaired t-test</italic>.</p></fn>
<fn id="TN7"><label>c</label><p><italic>Mann&#x02013;Whitney U-Test</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this cross-sectional study a wrist circumference-dependent cut-off value for the upper limit of normal of the CSA at the wrist led to more abnormal US results than either a fixed upper limit of normal of 11 mm<sup>2</sup> (<italic>p</italic> = 0.035) or a cut-off value based on intraneural flow (<italic>p</italic> = 0.001) did.</p>
<p>As shown in an earlier study, a WDC of the CSA may augment diagnostic accuracy of ultrasonography in CTS patients (<xref ref-type="bibr" rid="B11">11</xref>). We found that this parameter considered more US to be abnormal than a FC or an IFC did. The mean CSA of the median nerves of the evaluated patients was relatively low in this study. In the Zuyderland hospital the mean CSA was significantly lower than in the Canisius-Wilhelmina hospital (<italic>p</italic> &#x0003C; 0.001) and the Radboudumc (<italic>p</italic> = 0.042). This lower mean CSA in the Zuyderland hospital leads to a very low number of abnormal US in the Zuyderland hospital, ranging from 28.2 to 40.8%. Looking at the small subgroup of patients with abnormal US results while using the WCD and normal US results while using the other two cut-off methods, a statistically significantly smaller wrist circumference was noticed, as is shown in <xref ref-type="table" rid="T6">Table 6</xref>. These results may point out that a cut-off value based on the wrist-circumference adds the most value in people with a smaller wrist circumference when compared with the other analysed US parameters in this study.</p>
<p>The lack of a gold standard is an important problem in the diagnosis of CTS and this complicates research regarding CTS (<xref ref-type="bibr" rid="B15">15</xref>). In literature, clinical signs and symptoms, NCS and (surgical) outcome are used as reference standards (<xref ref-type="bibr" rid="B15">15</xref>). CTS is a clinical diagnosis and without signs and symptoms an individual cannot be diagnosed with CTS but can have abnormal US/NCS outcomes. False positives as well as false negatives are therefore present in groups of patients with clinically defined CTS but also in groups of patients with e.g., abnormal US and/or abnormal NCS outcomes. A positive effect of surgical treatment is another possible reference standard. However, even sham operations could have a positive (placebo) effect. Furthermore, in a previous study we showed that patients with clinically defined CTS and normal NCS noted a significant reduction of complaints after carpal tunnel release (<xref ref-type="bibr" rid="B16">16</xref>). For the examined wrists in this study the same problem of false positives and false negatives exists and the less strict inclusion criteria are probably the cause of the low sensitivity of US in this study.</p>
<p>Several studies suggest that increased nerve vascularisation in the median nerve, as evaluated by colour Doppler sonography, is associated with (severity of) carpal tunnel syndrome (<xref ref-type="bibr" rid="B10">10</xref>). However, one study showed an increased median nerve vascularisation prevalence of 36% in 60 healthy individuals (<xref ref-type="bibr" rid="B14">14</xref>). Surprisingly, in this study, median nerve vascularisation was only present in 10.9% of the participants and in the Radboudumc absent in all participants. This is not in line with literature where increased nerve vascularisation is reported in 41&#x02013;95% of CTS patients (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>). This may be explained by differences in techniques while performing US (e.g., manual compression) or differences in settings and/or Doppler sensitivity between US devices. A cut-off value based on nerve median nerve vascularisation seemed to be the least favourable cut-off compared with the other investigated parameters in this study.</p>
<p>There are several limitations to this study. Firstly, it is important to bear in mind the possible bias in our data caused by our more liberal inclusion criteria for investigating carpal tunnel syndrome. We did not mean to change the clinical criteria for CTS in any way, but our goal was to investigate a patient population, as may be encountered in daily outpatient clinical practice, as described in the introduction. Secondly, the neurophysiology technicians performing the US were not blinded. The technicians may have expected to find enlargement of the median nerve, however, compared to an earlier Dutch study the median CSA of the median nerve at wrist level seems to be lower in this study, especially in the Zuyderland hospital (<xref ref-type="bibr" rid="B13">13</xref>). Concerning ultrasonography, we did not measure intra- or interobserver variability of the measurements. Earlier studies reported good agreement of CSA measurements of the median nerve (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>) but we cannot fully exclude interobserver variability due to variation in outlining the nerve contour (<xref ref-type="bibr" rid="B20">20</xref>), particularly because of the significantly smaller CSA found in the Zuyderland hospital. Only in the Radboudumc the distal carpal tunnel was visualised, in the other hospitals the median nerve was visualised only in the proximal and middle part of the carpal tunnel. However, in this study the percentage of abnormal US in the Canisius-Wilhelmina hospital and the Radboudumc were comparable. Furthermore, we cannot exclude slight differences in interhospital interpretations concerning the inclusion criteria.</p>
<p>In conclusion, a WDC for the CSA of the median nerve at the wrist appears to have a higher sensitivity than a FC or IFC in CTS patients in clinical practice, who do not always fulfil more rigid clinical criteria for the clinical diagnosis CTS. A cut-off for the CSA of the median nerve based on the wrist-circumference may at present be the most powerful approach in patients with a smaller wrist circumference.</p>
</sec>
<sec sec-type="data-availability-statement" id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Commissie Mensgebonden Onderzoek regio Arnhem-Nijmegen. The ethics committee waived the requirement of written informed consent for participation.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>TO, FD, JM, and WV: conception and design of study. TO, RBe, and JW: acquisition of data. TO, FD, RBe, JW, RBa, JM, and WV: analysis and/or interpretation of data. TO: drafting of manuscript. TO, FD, RBe, JW, RBa, JM, and WV: revising manuscript. All authors read and approved the final version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack><p>We like to thank all participants of this study. Furthermore, we thank our electrodiagnostic technicians and physician assistants for their contributions to this study.</p></ack>
<ref-list>
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</ref-list>
<glossary>
<def-list>
<title>Abbreviations</title>
<def-item><term>CTS</term>
<def><p>carpal tunnel syndrome</p></def></def-item>
<def-item><term>CSA</term>
<def><p>cross-sectional area</p></def></def-item>
<def-item><term>FC</term>
<def><p>fixed cut-off value</p></def></def-item>
<def-item><term>IFC</term>
<def><p>intraneural flow related cut-off value</p></def></def-item>
<def-item><term>IQ</term>
<def><p>interquartile range</p></def></def-item>
<def-item><term>NCS</term>
<def><p>nerve conduction studies</p></def></def-item>
<def-item><term>ULN</term>
<def><p>upper limit of normal</p></def></def-item>
<def-item><term>US</term>
<def><p>ultrasonography</p></def></def-item>
<def-item><term>WDC</term>
<def><p>wrist circumference-dependent cut-off value.</p></def></def-item>
</def-list>
</glossary>
</back>
</article>