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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2022.1000368</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Practice patterns and adherence to society guidelines for suspected choledocholithiasis: A comparison of academic and community settings from a large US healthcare system</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rashtak</surname> <given-names>Shahrooz</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Goyal</surname> <given-names>Hemant</given-names></name>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/490613/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chandran</surname> <given-names>Aswathi</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Dedania</surname> <given-names>Bhavtosh</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/2001171/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Patil</surname> <given-names>Prithvi</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/2017116/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wadhwa</surname> <given-names>Vaibhav</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Guha</surname> <given-names>Sushovan</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Davee</surname> <given-names>Tomas</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Ramireddy</surname> <given-names>Srinivas</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Thosani</surname> <given-names>Nirav</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1999938/overview"/>
</contrib>
</contrib-group>
<aff><institution>Center for Interventional Gastroenterology at UTHealth (iGUT), McGovern Medical School, University of Texas Health Science Center</institution>, <addr-line>Houston, TX</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Antonio Gangemi, University of Illinois at Chicago, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Strupas Kestutis, Vilnius University Hospital Santaros Clinics, Lithuania; Zhendong Jin, Second Military Medical University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Shahrooz Rashtak, <email>shahrooz.rashtak@uth.tmc.edu</email></corresp>
<corresp id="c002">Hemant Goyal, <email>doc.hemant@yahoo.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Gastroenterology, a section of the journal Frontiers in Medicine</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>10</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>1000368</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>07</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Rashtak, Goyal, Chandran, Dedania, Patil, Wadhwa, Guha, Davee, Ramireddy and Thosani.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Rashtak, Goyal, Chandran, Dedania, Patil, Wadhwa, Guha, Davee, Ramireddy and Thosani</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>
<sec>
<title>Background</title>
<p>The American Society of Gastrointestinal Endoscopy (ASGE) has proposed practice guidelines for evaluating patients with suspected choledocholithiasis. This study aims to assess and compare practice patterns for following ASGE guidelines for choledocholithiasis in a large academic vs. community hospital setting.</p>
</sec>
<sec>
<title>Methods</title>
<p>A total of one thousand ER indicated for choledocholithiasis were randomly selected. Patients&#x2019; demographics, total bilirubin, imaging studies including magnetic resonance cholangiopancreatography (MRCP), intraoperative cholangiogram (IOC), endoscopic ultrasound (EUS), and ERCP results were retrospectively collected. Patients with prior sphincterotomy were excluded. We examined the following practice deviations from the current ASGE guidelines; (1) ERCP was potentially delayed in high probability cases while awaiting additional imaging studies, (2) ERCP was performed without additional imaging studies in cases of low/intermediate-risk, or (3) ERCP was performed in low/intermediate-risk cases when additional imaging studies were negative.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 640 patients with native papilla who underwent ERCP were included in the final analysis. Overall, the management of 43% (275) of patients was deviated from the applicable ASGE guidelines. Academic and community provider rates of non-adherence were 32 vs. 45%, respectively (<italic>p</italic>-value: &#x003C; 0.01). Of 381 high-risk cases, 54.1% had additional imaging before ERCP. (Academic vs. community; 11.7 vs. 88.3%, <italic>p</italic>-value: &#x003C; 0.01). In 26.7% (69/258) of low/intermediate risk cases, ERCP was performed without additional studies; academic (14.5%) vs. community (85.5%) (<italic>p</italic>-value: &#x003C; 0.01). Finally, in 11.2% (19/170) of patients, ERCP was performed despite intermediate/low probability and negative imaging; academic (26.3%) vs. community (73.7%) (<italic>p</italic>-value: 0.02).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our study results show that providers do not adhere to ASGE practice guidelines in 43% of suspected choledocholithiasis cases. The rate of non-adherence was significantly higher in community settings. It could be due to various reasons, including lack/delays for alternate studies (i.e., MRCP, EUS), concern regarding the length of stay, patient preference, or lack of awareness/understanding of the guidelines. Increased availability of alternate imaging and educational strategies may be needed to increase the adoption of practice guidelines across academic and community settings to improve patient outcomes and save healthcare dollars.</p>
</sec>
</abstract>
<kwd-group>
<kwd>choledocholithiasis</kwd>
<kwd>practice guidelines</kwd>
<kwd>adherence</kwd>
<kwd>American Society of Gastrointestinal Endoscopy (ASGE)</kwd>
<kwd>endoscopic retrograde cholangiopancreatography (ERCP)</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="17"/>
<page-count count="6"/>
<word-count count="3200"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Practice guidelines are developed by reviewing relevant literature and incorporating expert opinions to provide evidence-based recommendations to aid clinicians with the decision-making and management of a specific condition. Adherence to the relevant society guidelines has been shown to reduce variations in clinical practice and improve patient outcomes (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Therefore, authorities, regulatory agencies, and payers often consider compliance with guidelines the &#x201C;standard of care,&#x201D; and healthcare practitioners (HCPs) are expected to follow society&#x2019;s recommendations. Adherence to guidelines can vary among clinicians and is sometimes poorly practiced in certain settings (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). These guidelines are to &#x201C;guide&#x201D; the HCPs to treat patients in appropriate clinical scenarios, and deviation can occur on a case-by-case basis, but there are other factors related to non-adherence (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Choledocholithiasis (CDL) is commonly managed by endoscopic retrograde cholangiopancreatography (ERCP). In the last two decades, ERCP has evolved from a diagnostic modality to primarily a therapeutic intervention with advancements in non-invasive imaging techniques. However, ERCP can be life-saving in septic patients due to ascending cholangitis but can be associated with complications including acute pancreatitis etc. in 6&#x2013;15%, and prolonged hospitalizations and death in 1&#x2013;2% of cases (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). The American Society for Gastrointestinal Endoscopy (ASGE) published practice guidelines for the management of suspected CDL in 2010 (<xref ref-type="bibr" rid="B9">9</xref>), which was revised in 2019 to increase specificity and the positive predictive value (PPV) of predicting the presence of bile duct stones (<xref ref-type="bibr" rid="B10">10</xref>). According to 2010 criteria, ERCP was recommended without the need for non-invasive studies in high-risk patients, defined as one of the following clinical characteristics: (1) ascending cholangitis, (2) CDL on imaging, (3) total bilirubin (TB) &#x003E; 4 mg/dl or (4) TB between 1.8 and 4 mg/dl and dilated common bile duct (CBD) on imaging. For those at intermediate risk for CDL, which includes other abnormal liver biochemical tests, gallstone pancreatitis, age &#x003E;55 years, or CBD dilation (without TB &#x003E; 1.8 mg/dl), guidelines recommend using less invasive tests like endoscopic ultrasound (EUS), magnetic resonance cholangiopancreatography (MRCP) or intraoperative cholangiogram (IOC) during cholecystectomy. These tests have a diagnostic performance comparable to ERCP with a lower risk of adverse events (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Finally, laparoscopic cholecystectomy without bile duct imaging is recommended for patients with symptomatic cholelithiasis without any of the predictors (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>American Society of Gastrointestinal Endoscopy 2010 guidelines for the management of patients with symptomatic choledocholithiasis. TB, Total bilirubin; CBD, Common bile duct; IOC, Intraoperative cholangiogram; US, Ultrasound; EUS, Endoscopic ultrasound; MRCP, Magnetic resonance cholangiopancreatography; ERCP, Endoscopic retrograde cholangiopancreatography.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-09-1000368-g001.tif"/>
</fig>
<p>These criteria are widely used by practicing gastroenterologists for risk assessment of CDL; however, the rate of adherence to these recommendations in different practice settings is unknown. In this study, we aim to evaluate how commonly clinical practice deviated from the guidelines and to compare practice patterns in academic vs. community hospitals.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>In our hospital system, over 10,000 ERCPs were performed from 2013 to 2019, which are included in a prospectively maintained internal electronic database. We randomly selected 1,000 ERCPs performed for an indication of CDL. Data on demographics, hospital settings (academic or community), TB on initial presentation, CBD diameter on initial abdominal ultrasound or CT scan, and presence of CDL on imaging were collected by retrospective chart review. Additional information was collected regarding alternative tests like MRCP, EUS, or IOC and whether choledocholithiasis was detected; the presence of clinical ascending cholangitis; gallstone pancreatitis; and ERCP findings. For patients who underwent multiple ERCPs for CDL, only the index presentation and first ERCP findings were included. Patients with prior biliary sphincterotomy, history of biliary stricture, primary sclerosing cholangitis, history of chronic liver disease with baseline abnormal liver function test, and those without available baseline labs and initial imaging were excluded. This study was approved by the Institutional Review Board at UTHealth-Houston.</p>
<p>Based on initial laboratory data and imaging findings, each patient was categorized as low/intermediate probability or high CDL probability per the 2010 ASGE guideline. Dilated CBD was defined as CBD diameter &#x003E;6 mm with an intact gallbladder or &#x003E;8 mm in those with prior cholecystectomy (<xref ref-type="bibr" rid="B13">13</xref>). We defined clinical cholangitis as the presence of Charcot&#x2019;s triad of abdominal pain, fever and/or leukocytosis, and abnormal liver test results on presentation. Subsequently, we examined how often practice deviations from 2010 guidelines occurred (<xref ref-type="fig" rid="F2">Figure 2</xref>):</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Choledocholithiasis management algorithm based on the 2010 ASGE practice guidelines with three non-adherence pathways causing delay in care, potential harm, and significant harm.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-09-1000368-g002.tif"/>
</fig>
<list list-type="simple">
<list-item>
<label>1.</label>
<p><bold>Potential delay in care:</bold> ERCP was potentially delayed awaiting additional imaging studies in high probability cases.</p>
</list-item>
<list-item>
<label>2.</label>
<p><bold>Potential Harm:</bold> ERCP was performed without additional imaging studies in cases of low/intermediate-risk.</p>
</list-item>
<list-item>
<label>3.</label>
<p><bold>Significant Harm:</bold> ERCP was performed in low/intermediate-risk cases when additional imaging studies were negative.</p>
</list-item>
</list>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>After reviewing the initial 1000 ERCP patients, a total of 640 records, academics vs. community; 107 (17%) vs. 533 (83%) patients with native papilla who underwent ERCP were included in the final analysis. The mean age of the entire cohort was 47.2 years; 44.6 vs. 47.7 years in academics vs. community, respectively. The gender ratio was also similar in the two groups, with 74.7% females; (academics vs. community 73.8% vs. 74.9%). There were no significant differences in the mean TB 2.8 (2.4 vs. 2.9) and mean CBD diameter of 8.3 mm (8.5 vs. 8.3) academics vs. community group, respectively (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Demographics and clinical characteristics comparing subjects in the academic vs. community practice groups.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left" colspan="2"></td>
<td valign="top" align="center">Overall (<italic>n</italic> = 640)</td>
<td valign="top" align="center">Academic (<italic>n</italic> = 107)</td>
<td valign="top" align="center">Community (<italic>n</italic> = 533)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2">&#x2003;&#x2003;&#x2003;&#x2003;&#x2003;&#x2003;&#x2003;&#x2003;&#x2003;Age</td>
<td valign="top" align="center">47.2 + 21.6 (11&#x2013;96)</td>
<td valign="top" align="center">44.6 + 22.3 (11&#x2013;94)</td>
<td valign="top" align="center">47.7 + 21.5 (17&#x2013;96)</td>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="center">Female</td>
<td valign="top" align="center">476 (74.7%)</td>
<td valign="top" align="center">78 (73.6%)</td>
<td valign="top" align="center">398 (74.9%)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Male</td>
<td valign="top" align="center">161 (25.3%)</td>
<td valign="top" align="center">28 (26.4%)</td>
<td valign="top" align="center">133 (25.1%)</td>
</tr>
<tr>
<td valign="top" align="left">Choledocholithiasis on initial imaging</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">115 (18%)</td>
<td valign="top" align="center">16 (15%)</td>
<td valign="top" align="center">99 (18.6%)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">No</td>
<td valign="top" align="center">524 (82%)</td>
<td valign="top" align="center">91 (85%)</td>
<td valign="top" align="center">433 (81.4%)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">&#x00A0;&#x00A0;&#x00A0;Total bilirubin</td>
<td valign="top" align="center">2.8 + 2.63 (0.1&#x2013;35.4)</td>
<td valign="top" align="center">2.4 + 1.97 (0.2&#x2013;9.2)</td>
<td valign="top" align="center">2.9 + 2.74 (0.1&#x2013;35.4)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">&#x00A0;&#x00A0;&#x00A0;CBD Diameter (mm)</td>
<td valign="top" align="center">8.3 + 3.65 (1.3&#x2013;24)</td>
<td valign="top" align="center">8.5 + 3.72 (2.4&#x2013;19)</td>
<td valign="top" align="center">8.3 + 3.64 (1.3&#x2013;24)</td>
</tr>
</tbody>
</table></table-wrap>
<p>A total of 355 patients underwent alternative imaging studies prior to ERCP, among which 303 (85.3%) had positive results for CDL. Two hundred fifty patients underwent MRCP, of which 205 (82%) had positive results. Fifty-nine intraoperative cholangiograms (IOC) were performed during cholecystectomies, of which 57 (96.6%) were positive. Nineteen patients had a EUS, of which 18 (94.7%) were indicative of CBD stone or sludge.</p>
<p>Overall, deviation from the applicable ASGE guidelines was observed in 43% (275) of cases. The rate of non-adherence was 32 vs. 45% among academic and community physicians (<italic>p</italic>-value: &#x003C; 0.01) (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Frequency of guidelines non-adherence causing delay in care, potential harm and significant harm comparing the academic vs. community setting.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">Academic</td>
<td valign="top" align="center">Private</td>
<td valign="top" align="center"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Distribution of ERCP</td>
<td valign="top" align="center">107 (16.7%)</td>
<td valign="top" align="center">533 (83.3%)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Potential delay (<italic>n</italic> = 206)</td>
<td valign="top" align="center">24 (11.7%)</td>
<td valign="top" align="center">182 (88.3%)</td>
<td valign="top" align="center">&#x003C;0.01</td>
</tr>
<tr>
<td valign="top" align="left">Potential harm (<italic>n</italic> = 69)</td>
<td valign="top" align="center">10 (14.5%)</td>
<td valign="top" align="center">59 (85.5%)</td>
<td valign="top" align="center">&#x003C;0.01</td>
</tr>
<tr>
<td valign="top" align="left">Significant harm (<italic>n</italic> = 19)</td>
<td valign="top" align="center">5 (26.3%)</td>
<td valign="top" align="center">14 (73.7%)</td>
<td valign="top" align="center">0.02</td>
</tr>
</tbody>
</table></table-wrap>
<list list-type="simple">
<list-item>
<label>1.</label>
<p>Potential delay in the standard of care: Of 381 high-risk cases, 54.1% (206/381) had additional imaging before ERCP; community vs. academics (88.3 vs. 11.7%, <italic>p</italic>-value: &#x003C; 0.01).</p>
</list-item>
<list-item>
<label>2.</label>
<p>Potential Harm: In 26.7% (69/258) of low/intermediate risk cases, ERCP was performed without additional studies; community vs. academic practice (85.5 vs. 14.5%, <italic>p</italic>-value: &#x003C; 0.01).</p>
</list-item>
<list-item>
<label>3.</label>
<p>Significant Harm: In 11.2% (19/170) of patients, ERCP was performed despite intermediate/low probability and additional negative imaging; community vs. academic practice (73.7 vs. 26.3%, <italic>p</italic>-value: 0.02).</p>
</list-item>
</list>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The results of our study show that the ASGE practice guidelines for managing suspected CDL were not followed in about half of the cases. The guideline non-adherence was significantly higher in the community practice compared to the academic setting. These results are consistent with prior studies on failing to adhere to the North American and European guidelines. A study across eight universities of Toronto affiliated hospitals for management of gallstone pancreatitis showed that of 52 patients with image-confirmed CBD obstruction, only 16 (31%) underwent ERCP, with an average of 3.1 days after admission (<xref ref-type="bibr" rid="B14">14</xref>). Similarly, another study from the United Kingdom revealed that only one-third (32.1%) of patients with mild gallstone pancreatitis were managed as per British Society of Gastroenterology guidelines and underwent cholecystectomy during or within 2 weeks of the index admission. About 20% of the patients suffered further morbidity as a result of a delayed operation (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Guidelines are written to provide evidence-based recommendations to minimize variability in clinical practice and improve patient outcomes. Nevertheless, the circumstances for deviation from the guidelines are still unclear, and information about the potential barriers to guideline adherence is unavailable. However, these guidelines are not &#x201C;rules or mandates,&#x201D; and clinical decisions in certain cases are based on the patient&#x2019;s condition and available resources. Therefore, the clinical situation of a given patient may lead an HCP to take a deviated course of action from guidelines. These guidelines are often applied while considering each unique patient&#x2019;s social and ethical aspects and incorporating patient and family wishes in shared decision-making for managing a particular condition. The HCPs need to ensure and document that their recommendations are justifiably in the patient&#x2019;s best interest, not driven by bias or conflict of interest. Clinicians are obligated to respect patient autonomy and clearly communicate the information about risks, benefits, and alternatives of available treatment options (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>The potential barriers to guideline adherence are divided into guideline-related and clinician-related factors. Guideline-related factors include the complexity of the recommendation(s), multiple rules in a single guideline, the discrepancy between guidelines from different societies on a single disease, the perception that a guideline is outdated, and the lack of applicability of guidelines in general and specifically to individual patients. Clinician-related factors include incompetency and knowledge gaps in complex cases, unawareness of the most recent guidelines, overconfidence, time pressures, resistance to changing usual practice, and fragmentation of care (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>The findings of our study regarding the significant rate of non-adherence could be due to the patient and/or provider preference, as well as the availability of local resources. The difference in the academic and community setting could be partly explained by clinician-related barriers such as lack of readily available alternative studies (i.e., MRCP, EUS, or IOC), provider concern regarding the length of stay, or lack of understanding of the guidelines. Participation in scientific meetings, such as multidisciplinary discussions, grand rounds, journal clubs, etc., in the academic setting may play a role in a better understanding and interpretation of recommendations, especially in complex cases. Additionally, the educational environment and assistance provided by the trainees in patient care would ease the time pressure that may otherwise affect clinicians in community settings. Also, the hierarchical and dynamic nature of the academic setting may further facilitate changing from routine practice. Although the factors mentioned above could potentially explain our findings, our study is limited in identifying the very specific barriers that further affect adherence in the private setting. The lack of available data about patient outcomes, especially in the non-adherent group, is another potential limitation of our study. Further studies are needed to directly compare the benefits of guideline adherence in patients with choledocholithiasis.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>In conclusion, ASGE guidelines for CDL management are not consistently followed among physicians from community and academic settings. However, non-adherence is more common with HCPs in the community setting. It could be related to a variety of factors, including clinician-related factors or limitations of the guidelines, such as relatively poor specificity and predictive value for the presence of bile duct stones. These results highlight the significance of increased awareness and further education about the guideline availability for CDL among HCPs, especially in the community setting.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S7">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by the Institutional Review Board at UTHealth&#x2014;Houston. Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="S8">
<title>Author contributions</title>
<p>ShR, HG, and NT: conception and design. PP, AC, and BD: literature review. ShR: first draft. All authors: critical revision, editing and final approval.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>This work was partially supported by the Atilla Ertan MD Endowment fund.</p>
</sec>
<sec id="S10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>NT was a consultant for Boston-Scientific, Medtronic, Pentax America, received royalty from UpToDate, and was a speaker for Abbvie. SG was a consultant for Medtronic. HG was a consultant for Aimloxy LLC. The remaining 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>
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<sec id="S11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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<ref-list>
<title>References</title>
<ref id="B1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>CCarlhed</surname> <given-names>R</given-names></name> <name><surname>Bojestig</surname> <given-names>M</given-names></name> <name><surname>Wallentin</surname> <given-names>L</given-names></name> <name><surname>Lindstr&#x00F6;m</surname> <given-names>G</given-names></name> <name><surname>Peterson</surname> <given-names>A</given-names></name> <name><surname>Aberg</surname> <given-names>C</given-names></name><etal/></person-group> <article-title>Improved adherence to Swedish national guidelines for acute myocardial infarction: the Quality Improvement in Coronary Care (QUICC) Study.</article-title> <source><italic>Am Heart J.</italic></source> (<year>2006</year>) <volume>152</volume>:<fpage>1175</fpage>&#x2013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1016/j.ahj.2006.07.028</pub-id> <pub-id pub-id-type="pmid">17161072</pub-id></citation></ref>
<ref id="B2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grimshaw</surname> <given-names>JM</given-names></name> <name><surname>Russell</surname> <given-names>IT</given-names></name></person-group>. <article-title>Effect of clinical guidelines on medical practice: a systematic review of rigorous evaluations.</article-title> <source><italic>Lancet.</italic></source> (<year>1993</year>) <volume>342</volume>:<fpage>1317</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/0140-6736(93)92244-N</pub-id> <pub-id pub-id-type="pmid">7901634</pub-id></citation></ref>
<ref id="B3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lugtenberg</surname> <given-names>M</given-names></name> <name><surname>Burgers</surname> <given-names>JS</given-names></name> <name><surname>Westert</surname> <given-names>GP</given-names></name></person-group>. <article-title>Effects of evidence-based clinical practice guidelines on quality of care: a systematic review.</article-title> <source><italic>Qual Saf Health Care.</italic></source> (<year>2009</year>) <volume>18</volume>:<fpage>385</fpage>&#x2013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1136/qshc.2008.028043</pub-id> <pub-id pub-id-type="pmid">19812102</pub-id></citation></ref>
<ref id="B4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lomas</surname> <given-names>J</given-names></name> <name><surname>Anderson</surname> <given-names>GM</given-names></name> <name><surname>Domnick-Pierre</surname> <given-names>K</given-names></name> <name><surname>Vayda</surname> <given-names>E</given-names></name> <name><surname>Enkin</surname> <given-names>MW</given-names></name> <name><surname>Hannah</surname> <given-names>WJ</given-names></name><etal/></person-group> <article-title>Do practice guidelines guide practice? The effect of a consensus statement on the practice of physicians.</article-title> <source><italic>N Engl J Med.</italic></source> (<year>1989</year>) <volume>321</volume>:<fpage>1306</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1056/NEJM198911093211906</pub-id> <pub-id pub-id-type="pmid">2677732</pub-id></citation></ref>
<ref id="B5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGlynn</surname> <given-names>EA</given-names></name> <name><surname>Asch</surname> <given-names>SM</given-names></name> <name><surname>Adams</surname> <given-names>J</given-names></name> <name><surname>Keesey</surname> <given-names>J</given-names></name> <name><surname>Hicks</surname> <given-names>J</given-names></name> <name><surname>DeCristofaro</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>The quality of health care delivered to adults in the United States.</article-title> <source><italic>N Engl J Med.</italic></source> (<year>2003</year>) <volume>348</volume>:<fpage>2635</fpage>&#x2013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMsa022615</pub-id> <pub-id pub-id-type="pmid">12826639</pub-id></citation></ref>
<ref id="B6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barth</surname> <given-names>JH</given-names></name> <name><surname>Misra</surname> <given-names>S</given-names></name> <name><surname>Aakre</surname> <given-names>KM</given-names></name> <name><surname>Langlois</surname> <given-names>MR</given-names></name> <name><surname>Watine</surname> <given-names>J</given-names></name> <name><surname>Twomey</surname> <given-names>PJ</given-names></name><etal/></person-group> <article-title>Why are clinical practice guidelines not followed?</article-title> <source><italic>Clin Chem Lab Med.</italic></source> (<year>2016</year>) <volume>54</volume>:<fpage>1133</fpage>&#x2013;<lpage>9</lpage>.</citation></ref>
<ref id="B7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Freeman</surname> <given-names>ML</given-names></name> <name><surname>Nelson</surname> <given-names>DB</given-names></name> <name><surname>Sherman</surname> <given-names>S</given-names></name> <name><surname>Haber</surname> <given-names>GB</given-names></name> <name><surname>Herman</surname> <given-names>ME</given-names></name> <name><surname>Dorsher</surname> <given-names>PJ</given-names></name><etal/></person-group> <article-title>Complications of endoscopic biliary sphincterotomy.</article-title> <source><italic>N Engl J Med.</italic></source> (<year>1996</year>) <volume>335</volume>:<fpage>909</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1056/NEJM199609263351301</pub-id> <pub-id pub-id-type="pmid">8782497</pub-id></citation></ref>
<ref id="B8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buxbaum</surname> <given-names>J</given-names></name> <name><surname>Leonor</surname> <given-names>P</given-names></name> <name><surname>Tung</surname> <given-names>J</given-names></name> <name><surname>Lane</surname> <given-names>C</given-names></name> <name><surname>Sahakian</surname> <given-names>A</given-names></name> <name><surname>Laine</surname> <given-names>L</given-names></name><etal/></person-group> <article-title>Randomized trial of endoscopist-controlled vs. assistant-controlled wire-guided cannulation of the bile duct.</article-title> <source><italic>Am J Gastroenterol.</italic></source> (<year>2016</year>) <volume>111</volume>:<fpage>1841</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1038/ajg.2016.268</pub-id> <pub-id pub-id-type="pmid">27377519</pub-id></citation></ref>
<ref id="B9"><label>9.</label><citation citation-type="journal"><collab>Asge Standards of Practice Committee</collab>, <person-group person-group-type="author"><name><surname>Maple</surname> <given-names>JT</given-names></name> <name><surname>Ben-Menachem</surname> <given-names>T</given-names></name> <name><surname>Anderson</surname> <given-names>MA</given-names></name> <name><surname>Appalaneni</surname> <given-names>V</given-names></name> <name><surname>Banerjee</surname> <given-names>S</given-names></name><etal/></person-group> <article-title>The role of endoscopy in the evaluation of suspected choledocholithiasis.</article-title> <source><italic>Gastrointest Endosc.</italic></source> (<year>2010</year>) <volume>71</volume>:<fpage>1</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.gie.2009.09.041</pub-id> <pub-id pub-id-type="pmid">20105473</pub-id></citation></ref>
<ref id="B10"><label>10.</label><citation citation-type="journal"><collab>Asge Standards of Practice Committee</collab>, <person-group person-group-type="author"><name><surname>Buxbaum</surname> <given-names>JL</given-names></name> <name><surname>Abbas Fehmi</surname> <given-names>SM</given-names></name> <name><surname>Sultan</surname> <given-names>S</given-names></name> <name><surname>Fishman</surname> <given-names>DS</given-names></name> <name><surname>Qumseya</surname> <given-names>BJ</given-names></name><etal/></person-group> <article-title>ASGE guideline on the role of endoscopy in the evaluation and management of choledocholithiasis.</article-title> <source><italic>Gastrointest Endosc.</italic></source> (<year>2019</year>) <volume>89</volume>:<fpage>1075</fpage>&#x2013;<lpage>105.e15</lpage>. <pub-id pub-id-type="doi">10.1016/j.gie.2018.10.001</pub-id> <pub-id pub-id-type="pmid">30979521</pub-id></citation></ref>
<ref id="B11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Romagnuolo</surname> <given-names>J</given-names></name> <name><surname>Bardou</surname> <given-names>M</given-names></name> <name><surname>Rahme</surname> <given-names>E</given-names></name> <name><surname>Joseph</surname> <given-names>L</given-names></name> <name><surname>Reinhold</surname> <given-names>C</given-names></name> <name><surname>Barkun</surname> <given-names>AN</given-names></name><etal/></person-group> <article-title>Magnetic resonance cholangiopancreatography: a meta-analysis of test performance in suspected biliary disease.</article-title> <source><italic>Ann Intern Med.</italic></source> (<year>2003</year>) <volume>139</volume>:<fpage>547</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.7326/0003-4819-139-7-200310070-00006</pub-id> <pub-id pub-id-type="pmid">14530225</pub-id></citation></ref>
<ref id="B12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tse</surname> <given-names>F</given-names></name> <name><surname>Liu</surname> <given-names>L</given-names></name> <name><surname>Barkun</surname> <given-names>AN</given-names></name> <name><surname>Armstrong</surname> <given-names>D</given-names></name> <name><surname>Moayyedi</surname> <given-names>P</given-names></name></person-group>. <article-title>EUS: a meta-analysis of test performance in suspected choledocholithiasis.</article-title> <source><italic>Gastrointest Endosc.</italic></source> (<year>2008</year>) <volume>67</volume>:<fpage>235</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1016/j.gie.2007.09.047</pub-id> <pub-id pub-id-type="pmid">18226685</pub-id></citation></ref>
<ref id="B13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leopold</surname> <given-names>GR</given-names></name> <name><surname>Amberg</surname> <given-names>J</given-names></name> <name><surname>Gosink</surname> <given-names>BB</given-names></name> <name><surname>Mittelstaedt</surname> <given-names>C</given-names></name></person-group>. <article-title>Gray scale ultrasonic cholecystography: a comparison with conventional radiographic techniques.</article-title> <source><italic>Radiology.</italic></source> (<year>1976</year>) <volume>121</volume>:<fpage>445</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1148/121.2.445</pub-id> <pub-id pub-id-type="pmid">981625</pub-id></citation></ref>
<ref id="B14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Greenberg</surname> <given-names>JA</given-names></name> <name><surname>Hsu</surname> <given-names>J</given-names></name> <name><surname>Bawazeer</surname> <given-names>M</given-names></name> <name><surname>Marshall</surname> <given-names>J</given-names></name> <name><surname>Friedrich</surname> <given-names>JO</given-names></name> <name><surname>Nathens</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>Compliance with evidence-based guidelines in acute pancreatitis: an audit of practices in university of toronto hospitals.</article-title> <source><italic>J Gastrointest Surg.</italic></source> (<year>2016</year>) <volume>20</volume>:<fpage>392</fpage>&#x2013;<lpage>400</lpage>. <pub-id pub-id-type="doi">10.1007/s11605-015-3023-9</pub-id> <pub-id pub-id-type="pmid">26621675</pub-id></citation></ref>
<ref id="B15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chatterjee</surname> <given-names>S</given-names></name> <name><surname>Rees</surname> <given-names>C</given-names></name> <name><surname>Dwarakanath</surname> <given-names>AD</given-names></name> <name><surname>Barton</surname> <given-names>R</given-names></name> <name><surname>MacDonald</surname> <given-names>C</given-names></name> <name><surname>Greenaway</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>Endoscopic retrograde cholangio-pancreatography practice in district general hospitals in North East England: a Northern Regional Endoscopy Group (NREG) Study.</article-title> <source><italic>J R Coll Phys Edinb.</italic></source> (<year>2011</year>) <volume>41</volume>:<fpage>109</fpage>&#x2013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.4997/JRCPE.2011.221</pub-id> <pub-id pub-id-type="pmid">21677912</pub-id></citation></ref>
<ref id="B16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lown</surname> <given-names>BA</given-names></name> <name><surname>Victor</surname> <given-names>KE</given-names></name></person-group>. <article-title>Should a physician offer recommendations based on experience but contrary to current practice guidelines?</article-title> <source><italic>AMA J Ethics.</italic></source> (<year>2018</year>) <volume>20</volume>:<fpage>E1007</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1001/amajethics.2018.1007</pub-id> <pub-id pub-id-type="pmid">30499428</pub-id></citation></ref>
<ref id="B17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lugtenberg</surname> <given-names>M</given-names></name> <name><surname>Burgers</surname> <given-names>JS</given-names></name> <name><surname>Besters</surname> <given-names>CF</given-names></name> <name><surname>Han</surname> <given-names>D</given-names></name> <name><surname>Westert</surname> <given-names>GP</given-names></name></person-group>. <article-title>Perceived barriers to guideline adherence: a survey among general practitioners.</article-title> <source><italic>BMC Fam Pract.</italic></source> (<year>2011</year>) <volume>12</volume>:<issue>98</issue>. <pub-id pub-id-type="doi">10.1186/1471-2296-12-98</pub-id> <pub-id pub-id-type="pmid">21939542</pub-id></citation></ref>
</ref-list>
</back>
</article>