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  <journal-meta>
   <journal-id journal-id-type="nlm-ta">Ulutas Med J</journal-id>
   <journal-title-group>
    <journal-title>The Ulutas Medical Journal</journal-title>
    <abbrev-journal-title>Ulutas Med J</abbrev-journal-title>
   </journal-title-group>
   <issn pub-type="ppub">2149-0430</issn>
   <issn pub-type="epub">2149-388X</issn>
   <publisher>
    <publisher-name>Hayriye Zehra Ulutaş</publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">10.5455/umj.20221205103820</article-id>
   <article-id pub-id-type="publisher-id">80098</article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>Original Article</subject>
    </subj-group>
    <subj-group subj-group-type="subject">
     <subject>General Surgery</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title>Comparison of the Diagnostic Value of MRCP, CT, and Ultrasonography in Choledochal Stones with the Results of ERCP: Evidence from 1152 Case</article-title>
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      <surname>Yilmaz</surname>
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    <aff id="aff1">
     <label>1</label>
     <institution-wrap>
      <institution-id institution-id-type="ror">https://ror.org/00pkvys92</institution-id>
      <institution>Department of General Surgery, Mehmet Akif İnan Training, and Research Hospital, Şanlıurfa, Turkey</institution>
     </institution-wrap>
    </aff>
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     <label>2</label>
     <institution-wrap>
      <institution-id institution-id-type="ror">https://ror.org/057qfs197</institution-id>
      <institution>Department of Radiology, Harran University, Faculty of Medicine, Şanlıurfa, Turkey</institution>
     </institution-wrap>
    </aff>
    <aff id="aff3">
     <label>3</label>
     <institution-wrap>
      <institution-id institution-id-type="ror">https://ror.org/03a1crh56</institution-id>
      <institution>Department of General Surgery, Afyon Kocatepe, University, Faculty of Medicine, Şanlıurfa, Turkey</institution>
     </institution-wrap>
    </aff>
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   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2023-03-09">
    <day>09</day>
    <month>03</month>
    <year>2023</year>
   </pub-date>
   <pub-date publication-format="print" date-type="collection">
    <year>2023</year>
   </pub-date>
   <volume>9</volume>
   <issue>1</issue>
   <fpage>8</fpage>
   <lpage>12</lpage>
   <history>
    <date date-type="received" iso-8601-date="2022-12-06">
     <day>06</day>
     <month>12</month>
     <year>2022</year>
    </date>
    <date date-type="rev-recd" iso-8601-date="2022-12-20">
     <day>20</day>
     <month>12</month>
     <year>2022</year>
    </date>
    <date date-type="accepted" iso-8601-date="2022-12-24">
     <day>24</day>
     <month>12</month>
     <year>2022</year>
    </date>
   </history>
   <permissions>
    <copyright-statement>© 2023 The Author(s)</copyright-statement>
    <copyright-year>2023</copyright-year>
    <license>
     <ali:license_ref>https://creativecommons.org/licenses/by-nc/4.0/</ali:license_ref>
     <license-p>This is an open access article distributed under the CC BY-NC 4.0 licence.</license-p>
    </license>
   </permissions>
   <self-uri xlink:href="https://www.ulutasmedicaljournal.com/?mno=80098"/>
   <self-uri content-type="pdf" xlink:href="https://www.ulutasmedicaljournal.com/pdf/80098.pdf"/>
   <abstract>
    <p>Introduction: Endoscopic retrograde cholangiopancreatography (ERCP), magnetic resonance cholangiopancreatography (MRCP), computed tomography (CT), and ultrasonography (US) are widely used in the diagnosis of choledochal stones. This study aims to determine the sensitivity and diagnostic contribution of US, CT, and MRCP in detecting common bile duct stones and to compare them with ERCP. Materials and Methods: The study included 1152 patients who underwent ERCP diagnosed with choledochal stones. Initially, each patient underwent USG, CT, and MRCP. ERCP was performed 2-7 days later. The results were compared with the ERCP results. Sensitivity, specificity, positive predictive value (PPV), Negative Predictive Value (NPV), and F1 score were calculated. Results: Compared to ERCP, the most effective method in the diagnosis of choledocholithiasis is MRCP (F score: 0.84), CT (F score: 0.73), MR+BT (F score: 0.75), MR+BT+USG (F score: 0.55), and US (F score: 0.43). Conclusions: ERCP is the gold standard in treating stones in the common bile duct. However, since this method is invasive, its use for diagnostic purposes has decreased due to the possibility of complications. In diagnosing common choledochal stones, MRCP alone is sufficient regardless of other imaging methods.</p>
   </abstract>
   <kwd-group kwd-group-type="author">
    <kwd>ERCP</kwd>
    <kwd>MRCP</kwd>
    <kwd>US</kwd>
    <kwd>CT</kwd>
    <kwd>Choledochal stones</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement>No financial support was provided from any institution or organization within the scope of the research.</funding-statement>
   </funding-group>
  </article-meta>
 </front>
 <body>
  <sec id="sec-1">
   <title>Introduction</title>
   <p id="b-1">Choledocholithiasis remains one of the common medical problems leading to surgery. Endoscopic Retrograde Cholangiopancreatography (ERCP) is a method that can be used to diagnose and treat choledocholithiasis, but complications, presenting as pancreatitis, can occur in 8% to 12% (    <xref ref-type="bibr" rid="ref1">1</xref>
,    <xref ref-type="bibr" rid="ref2">2</xref>
). Due to its invasiveness and complications, its use for diagnostic purpose has gradually decreased (    <xref ref-type="bibr" rid="ref3">3</xref>
). However, ERCP should be preferred in patients with a strong suspicion of choledochal stones; otherwise, the use of ultrasonography (US), computed tomography (CT), or MR Cholangio pancreatography (MRCP) is preferred (    <xref ref-type="bibr" rid="ref4">4</xref>
).</p>
   <p id="b-2">Abdominal US is a method used in the diagnosis of choledocholithiasis. However, Wilcox et al. (    <xref ref-type="bibr" rid="ref5">5</xref>
) and Qiu et al. (    <xref ref-type="bibr" rid="ref6">6</xref>
) reported two studies showing the presence of choledochal stones with different technique and percentage in patients with regular liver function tests and US findings. CT is preferred in emergencies to evaluate abdominal pain. The diagnostic value of tomography in this situation is controversial, and it is stated in the literature that it should not be preferred as a priority (    <xref ref-type="bibr" rid="ref7">7</xref>
). MRCP and endoscopic USG are routinely preferred radiological methods today to avoid invasive procedures such as ERCP. Especially, MRCP is now recognized as the most appropriate non-invasive method to detect choledochal stones, with a sensitivity of 93% and a specificity of 96% (    <xref ref-type="bibr" rid="ref8">8</xref>
).</p>
   <p id="b-3">As a result of obstructive jaundice due to choledochal stone, serious complications such as cholangitis, sepsis, multi-organ failure, coagulopathy, and kidney failure may develop (    <xref ref-type="bibr" rid="ref9">9</xref>
). For this reason, the correct and early diagnosis of suspected cases of biliary tract obstruction is crucial in determining the appropriate treatment option (    <xref ref-type="bibr" rid="ref9">9</xref>
). Some studies have shown the effectiveness of US, CT, and MRCP in the differential diagnosis of bile duct obstruction due to common choledochal stones (    <xref ref-type="bibr" rid="ref9">9</xref>
). In this study, our objective was to determine the efficiency and superiority of US, CT, and MRCP in the diagnosis of patients who underwent ERCP with the preliminary diagnosis of choledocholithiasis.</p>
  </sec>
  <sec id="sec-2">
   <title>Materials and Methods</title>
  </sec>
  <sec id="sec-3">
   <title>Study Design</title>
   <p id="b-4">Between June 2019 and April 2022, a total of 1152 cases diagnosed with bile duct stones in Şanlıurfa Mehmet Akif İnan Training and Research Hospital General Surgery Clinic were included in the study.</p>
  </sec>
  <sec id="sec-4">
   <title>Ethical Statement</title>
   <p id="b-5">The ethics committee approval of the study was obtained from Harran University Clinical Research Ethics Committee (HRÜ/22.15.03). All patients underwent contrast-enhanced abdominal CT at the time of admission to the clinic and US and MRCP of the entire abdomen 1-2 days after admission. Radiologists reported radiological examinations. Imaging studies revealed pancreaticobiliary ducts, and the localization and cause of the pathology were detected. ERCP was performed on these patients in an average of 2-7 days. F1 scores were calculated (    <xref ref-type="bibr" rid="ref10">10</xref>
). The F1 score was taken as the basis for the evaluation of the results of this study (Table 1). The F1 score value shows the harmonic average of the sensitivity and specificity values (    <xref ref-type="bibr" rid="ref11">11</xref>
).</p>
  </sec>
  <sec id="sec-5">
   <title>Results</title>
   <p id="b-6">The mean age of 1152 patients who underwent ERCP for choledochal stone was 58.5±20.2 years. The gender distribution was 754 women (65.4%) and 398 (34.6%) men.</p>
   <table-wrap id="tbl-1" position="float">
    <label>Table 1</label>
    <caption>
     <title>When evaluated according to the F1 score, it was found that the best diagnosis in this study was made by MRCP (F1 score 0.84). This was followed by the combination (F1 score 0.75), CT (F score 0.73), and US (F1 score 0.43), respectively. The f-score of the MR+CT+US combination was 0.55 (Table 1).</title>
    </caption>
    <graphic xlink:href="tbl-1-2.png">
     <alt-text>Table 1: When evaluated according to the F1 score, it was found that the best diagnosis in this study was made by MRCP (F1 score 0.84). This was followed by the combination (F1 score 0.75), CT (F score 0.73), and US (F1 score 0.43), respectively. The f-score of the MR+CT+US combination was 0.55 (Tab</alt-text>
    </graphic>
   </table-wrap>
  </sec>
  <sec id="sec-6">
   <title>Discussion</title>
   <p id="b-7">In this study, the effectiveness of MRCP for detecting choledochal stones was restored. However, the diagnostic value of US, which is often used to evaluate common bile ducts, was deficient. In addition, the combined test (MR+CT and MR+CT+US) used in diagnosing choledochal stones did not increase the effectiveness.</p>
   <p id="b-8">Abdominal US is a noninvasive, inexpensive, practical examination that can be applied almost anywhere (    <xref ref-type="bibr" rid="ref3">3</xref>
). Wilcox et al. (    <xref ref-type="bibr" rid="ref5">5</xref>
) and Qiu et al. (    <xref ref-type="bibr" rid="ref6">6</xref>
) reported two studies showing the presence of choledochal stones with different techniques and percentages in patients with routine liver function tests and in the US. That is why the abdominal US should be the first option, but if choledocholithiasis is suspected, it is necessary to perform further radiological examinations in addition to routine serology and US evaluation (    <xref ref-type="bibr" rid="ref7">7</xref>
). In our study, the diagnostic value of the US was found to be low. While it was sufficient to detect patients with stones [positive predictive value (PPV): 0.86], it was very insufficient to exclude patients without stones [negative predictive value (NPV): 0.08]. In the study of Kalthantaner et al., the sensitivity of MRCP for choledocholithiasis was reported in a wide range between 0.50-1 and the specificity between 0.83-1 (    <xref ref-type="bibr" rid="ref12">12</xref>
). The diagnostic value of MRCP is relatively high in biliary obstructions, especially choledocholithiasis, and invasive examinations of ERCP can reduce the diagnostic value (    <xref ref-type="bibr" rid="ref12">12</xref>
). In another study, the sensitivity of MRCP for choledocholithiasis in patients confirmed by ERCP was 100%, the specificity was 86%, and the accuracy was 96% (    <xref ref-type="bibr" rid="ref13">13</xref>
). In another study, the sensitivity of MRCP in determining lesions in the common bile ducts was 85%, specificity 75%, PPV 89.5%, NPV 66.7%, and accuracy 82% (    <xref ref-type="bibr" rid="ref14">14</xref>
). MRCP sensitivity (66.6%), specificity (82.8%), PPV (86.9%), and NPV (59.1%) for choledocholithiasis were reported when patients whom ERCP could not determine were excluded. The sensitivity of MRCP has been shown to increase to 91.9% when stones of 5 mm and larger are taken into account (    <xref ref-type="bibr" rid="ref15">15</xref>
). In our study, the sensitivity of MRCP was 0.91, selectivity 077, PPV 0.97, NPV0.51, and F score 0.84. These results are in agreement with previous studies.</p>
   <p id="b-9">There may be errors in the detection of choledochal stones in MRCP. Physiological changes, such as dysfunction of the sphincter of Oddi, which appear pathologically as stones or distal common bile duct tumors, and various technical artifacts, such as benign strictures, may occur. Due to this, it is known that small stones cannot be detected from time to time in MRCP (    <xref ref-type="bibr" rid="ref16">16</xref>
,    <xref ref-type="bibr" rid="ref17">17</xref>
). Routine MRCP without positive laboratory tests for choledochal stones is the main limitation, as it is not affordable (    <xref ref-type="bibr" rid="ref18">18</xref>
). Other drawbacks of MRCP are the possibility of being unable to be done in non-tertiary health institutions and the lack of therapeutic effect. Therefore, techniques that can be used for therapeutic and diagnostic use should be preferred in the suspicion of choledochal stones. Performing MRCP is also difficult in patients with severe obesity, having a metallic foreign body in their body, and claustrophobia. It is known that the presence of stones smaller than 5 mm and peripancreatic edema are disadvantageous in detecting choledochal stones (    <xref ref-type="bibr" rid="ref19">19</xref>
). Despite many disadvantages, it is a superior technique to USG because it is non-invasive and provides a higher spatial and three-dimensional image with proprietary software (    <xref ref-type="bibr" rid="ref7">7</xref>
). However, since it is a noninvasive technique, it should always be preferred before referring patients to other invasive procedures. CT is usually preferred in emergencies to evaluate abdominal pain. The diagnostic value of tomography in this situation is controversial, and it is stated in the literature that it should not be preferred as a priority (    <xref ref-type="bibr" rid="ref7">7</xref>
). Because the lack of calcium in many gallstones leads to a similar density to surrounding bile, the CT's visibility and sensitivity are limited (    <xref ref-type="bibr" rid="ref7">7</xref>
). CT scanning increases patients' exposure to X-rays and incurs higher costs than in the US (    <xref ref-type="bibr" rid="ref7">7</xref>
). The diagnostic power of CT is higher than the US, and MRCP is lower in the diagnosis of common choledochal stones (    <xref ref-type="bibr" rid="ref20">20</xref>
,    <xref ref-type="bibr" rid="ref21">21</xref>
). In some studies, CT cholangiography has similar sensitivity and specificity to MRCP (    <xref ref-type="bibr" rid="ref21">21</xref>
,    <xref ref-type="bibr" rid="ref22">22</xref>
). The new multidetector CT showed a sensitivity of 78% and a specificity of 96% (    <xref ref-type="bibr" rid="ref23">23</xref>
). On the other hand, Kim et al. (    <xref ref-type="bibr" rid="ref24">24</xref>
) reported that in 17% of cases in 2013, 64-detector CT did not display choledochal stones due to &lt;5 mm size, black/brown color, and age of the patient. Greater exposure to radiation and lower diagnostic power makes CT less effective than MRCP (    <xref ref-type="bibr" rid="ref7">7</xref>
).</p>
   <p id="b-10">MRCP has been reported to be more sensitive than USG and CT in detecting common choledochal stones. MRCP has comparable sensitivity and specificity to ERCP in detecting extrahepatic bile duct stones and has been reported to be superior to ERCP in diagnosing intrahepatic bile duct stones (    <xref ref-type="bibr" rid="ref25">25</xref>
). Studies have reported that the combination of MRCP and US-CT can show the degree of biliary obstruction with higher accuracy, thus enabling diagnosis in cases where the guidewire cannot advance due to closed obstruction and ERCP is not diagnostic (    <xref ref-type="bibr" rid="ref26">26</xref>
). Although MRCP has high sensitivity and specificity, the sensitivity did not change positively when we performed the combined test application (MR-CT and MR-CT- US combinations) to increase sensitivity and selectivity. On the other hand, we observed that the selectivity gradually decreased and false positives increased with each new addition of the test, as expected in the parallel test application.</p>
  </sec>
  <sec id="sec-7">
   <title>Conclusion</title>
   <p id="b-11">Although anamnesis, clinical, and laboratory findings often give an idea in diagnosing common choledochal stones, imaging in the early period is very important in making the diagnosis and avoiding unnecessary ERCP procedures. MRCP is a non-invasive, easily accessible method comparable to ERCP to differentiate choledocholithiasis. The fastest and most sensitive method should be determined to avoid unnecessary imaging. Choosing the imaging method according to clinical and laboratory findings is crucial for correct diagnosis.</p>
  </sec>
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