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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Surg.</journal-id>
<journal-title>Frontiers in Surgery</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Surg.</abbrev-journal-title>
<issn pub-type="epub">2296-875X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsurg.2023.1097327</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Surgery</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Analysis of risk factors for the increased incidence of gallstone caused by hepatectomy: A retrospective case&#x2013;control study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Zhou</surname><given-names>Jiangmin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="an1"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1958576/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Chen</surname><given-names>Lin</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="an1"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2214191/overview" /></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Zhang</surname><given-names>Zhiwei</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1153752/overview" /></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Wu</surname><given-names>Biao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2097053/overview" /></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><addr-line>Department of Hepatobiliary Surgery</addr-line>, <institution>Wuhan No.1 Hospital (Wuhan Hospital of Traditional Chinese and Western Medicine)</institution>, Wuhan, <country>China</country></aff>
<aff id="aff2"><label><sup>2</sup></label><addr-line>Hepatic Surgery Center</addr-line>, <institution>Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology</institution>, <addr-line>Wuhan</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Suk Kyun Hong, Seoul National University, Republic of Korea</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Adianto Nugroho, Rumah Sakit Umum Pusat Fatmawati, Indonesia Jinsoo Rhu, Sungkyunkwan University, Republic of Korea</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Zhiwei Zhang <email>zhiweizhangtjh@163.com</email> Biao Wu <email>wuhanyywb@163.com</email></corresp>
<fn id="an1"><label><sup>&#x2020;</sup></label><p>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn001"><p><bold>Specialty Section:</bold> This article was submitted to Visceral Surgery, a section of the journal Frontiers in Surgery</p></fn>
<fn fn-type="other" id="fn002"><p>Abbreviations ALT, alanine aminotransferase; AST, aspartate aminotransferase; CLD, chronic liver disease; TBiL, total bilirubin; HBV, hepatitis B virus; HCV, hepatitis C virus; HBsAg, hepatitis B surface antigen; TACE, transcatheter arterial chemoembolization; BCLC, Barcelona Clinic Liver Cancer; CT, computerized tomography; MRI, magnetic resonance imaging; IQR, interquartile range; FNH, focal nodular hyperplasia.</p></fn>
</author-notes>
<pub-date pub-type="epub"><day>01</day><month>03</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>10</volume><elocation-id>1097327</elocation-id>
<history>
<date date-type="received"><day>14</day><month>11</month><year>2022</year></date>
<date date-type="accepted"><day>24</day><month>01</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 Zhou, Chen, Zhang and Wu.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>Zhou, Chen, Zhang and Wu</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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>An increased risk of gallstones has been observed in patients undergoing hepatectomy. This study attempted to analyze the risk factors for gallstones after hepatectomy.</p>
</sec><sec><title>Methods</title>
<p>From January 2013 to December 2016, clinical data of 1,452 eligible patients who underwent hepatectomy were consecutively reviewed. According to the imaging, including gallbladder ultrasound, computerized tomography, and magnetic resonance imaging, all patients were divided into the gallstone group and the nongallstone group. Univariate and multivariate logistic regression analyses were performed to select indicators associated with gallstone formation among patients after hepatectomy.</p>
</sec><sec><title>Results</title>
<p>In the total sample of included patients, there were 341 patients with gallstones and 1,147 patients without gallstones. The incidence of gallstones was 23.5&#x0025; (341/1,452). The incidence of gallstones in the primary liver cancer group was higher than that in the benign liver tumor group (25.7&#x0025; vs. 18.9&#x0025;, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.004). Univariate and multivariate logistic regression analyses showed that female gender, high body mass index, tumor located in S5, and severe postoperative complication were factors related to gallstones in patients with benign liver tumors after hepatectomy. In addition, Child&#x2013;Pugh B, low albumin, liver cirrhosis, and transcatheter arterial chemoembolization (TACE) after recurrence were factors related to gallstones in patients with primary liver cancer after hepatectomy.</p>
</sec><sec><title>Conclusions</title>
<p>Hepatectomy increased the risk of gallstones in benign or malignant liver tumors, especially when the tumor was located in S5. TACE further increased the risk of gallstones in patients with postoperative recurrence.</p>
</sec>
</abstract>
<kwd-group>
<kwd>primary liver cancer</kwd>
<kwd>benign tumor</kwd>
<kwd>hepatectomy</kwd>
<kwd>gallstone</kwd>
<kwd>retrospective case&#x2013;control study</kwd>
</kwd-group><counts>
<fig-count count="3"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="24"/><page-count count="0"/><word-count count="0"/></counts>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>The incidence of gallstones in adults is 10&#x0025;&#x2013;20&#x0025; (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). The morbidity of gallstones in patients with chronic liver disease (CLD) ranges from 3.6&#x0025; to 46&#x0025;, with a 1.2- to 5-fold increase compared with the general population (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Clinically, we have found that the incidence of gallstones is significantly increased in those patients who have undergone liver resection or other therapies such as transcatheter arterial chemoembolization (TACE). Previous studies have shown that any factors involving changes in the composition of hepatic bile and gallbladder hypomotility will facilitate gallstone formation (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). The anatomy of the intrahepatic bile duct is complex and closely related to liver tissue. It is inevitable that hepatectomy or TACE treatment will lead to iatrogenic biliary tract injury including the nourishing blood vessels of the biliary tract or the function of the gallbladder&#x0027;s vagus. In addition, whether postoperative complications such as abdominal adhesion or abdominal infection can lead to impaired function of contraction of the gallbladder still needs to be further verified. Therefore, we retrospectively analyzed the risk factors for gallstone formation after hepatectomy.</p>
</sec>
<sec id="s2"><title>Materials and methods</title>
<sec id="s2a"><title>Patients and definitions</title>
<p>This was a retrospective case&#x2013;control study. We consecutively reviewed 1,452 eligible patients who underwent hepatectomy between January 2013 and December 2016 in the Hepatic Surgery Center of Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology. According to the imaging, including gallbladder ultrasound, computerized tomography (CT), and magnetic resonance imaging (MRI), all patients were divided into the gallstone group and the nongallstone group. The flow chart of patients is displayed in <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Flow diagram for enrolling patients.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-10-1097327-g001.tif"/>
</fig>
<p>The inclusion criteria are as follows: (1) Child&#x2013;Pugh A or B; (2) primary liver cancer Barcelona Clinic Liver Cancer (BCLC) A/B stages; and (3) benign tumor of liver including hepatic adenoma, hepatic hemangioma, and hepatic focal nodular hyperplasia (FNH). The exclusion criteria are as follows: (1) metastatic liver cancer; (2) history of cholecystectomy; (3) already existing cholecystitis or gallstones; (4) intrahepatic bile duct stones; (5) consistent use of hormone replacement therapy; and (6) abdominal radiotherapy.</p>
<p>The gallbladder is attached to S5 of the liver. In general, anatomical hepatectomy usually combines with cholecystectomy when a tumor is located in S5 of the liver. When the tumor is small and nonanatomic hepatectomy is performed, gallbladder preservation is feasible. Thus, there is a considerable number of patients with tumors located in S5 of the liver in our study who underwent hepatectomy with gallbladder preservation.</p>
<p>Postoperative complications are common after hepatectomy. The severity of complications was classified according to the Clavien&#x2013;Dindo classification system (<xref ref-type="bibr" rid="B9">9</xref>). Grade I complications included mild pleural, peritoneal effusion, electrolyte disturbance, and other deviations from the normal postoperative course. Grade II complications included blood transfusion, plasma infusion, or albumin infusion. Grade III covered severe pleural and peritoneal effusion requiring percutaneous aspiration or drainage. Grade IV complications covered severe lung infections, respiratory failure, or kidney failure, requiring intubation or dialysis treatment.</p>
</sec>
<sec id="s2b"><title>Surgical methods</title>
<p>Hepatectomy was accomplished in a hepatic surgery center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology. All patients were given general anesthesia. The methods of hepatectomy included open and laparoscopic hepatectomy. Partial resection or anatomic resection of the liver was performed based on the tumor location. Complete removal of at least one Couinaud segment containing the focus and the portal vein in the drainage area of the lesion was defined as an anatomic resection. A complete tumor plus a rim of non-neoplastic liver parenchyma was considered a nonanatomic resection. Partial resection makes preservation of the gallbladder possible when the surgeon removes the small lesions located at S5.</p>
<p>The study was approved by the Ethical Committee of Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology. All procedures performed in this study abided by the Declaration of Helsinki.</p>
</sec>
<sec id="s2c"><title>Statistical analysis</title>
<p>Continuous variables were presented as the median and interquartile range (IQR), and categorical data as were presented numbers and percentages. A <italic>&#x03C7;</italic><sup>2</sup> test and the Mann&#x2013;Whitney <italic>U</italic> test were used to compare groups where appropriate. Univariate and multivariate logistic regression analyses were performed to evaluate risk factors for gallstone development. <italic>P&#x2009;&#x003C;&#x2009;</italic>0.05 was considered statistically significant. Statistical analyses were performed using SPSS version 19.0 for Windows (SPSS, Chicago, IL, United States).</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<sec id="s3a"><title>Clinical characteristics of patients</title>
<p><xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref> shows that 1,452 eligible patients were stratified according to the malignant or benign tumor. In the total sample of included patients, there were 981 patients with primary liver cancer and 471 patients with benign tumors, including 24 patients with hepatic adenoma, 387 patients with hepatic hemangioma, and 60 patients with FNH.</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Proportion of gallstones in malignant and benign tumor groups.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-10-1097327-g002.tif"/>
</fig>
<p>The median age was 56 years, and 85.5&#x0025; (1,241/1,452) of patients were men. In total, 96.6&#x0025; (1,403/1,452) of patients were Child&#x2013;Pugh A. The etiology of patients was 776 (53.4&#x0025;) positive for hepatitis B virus (HBV), 18 (1.2&#x0025;) positive for hepatitis C virus (HCV), 41 (2.8&#x0025;) for other causes, and 617 (42.6&#x0025;) with no hepatitis background. A higher body mass index (BMI), total bilirubin, tumor size, and lower albumin were observed in the gallstone group. The proportion of the female gender, diabetes, Child&#x2013;Pugh B, hepatitis B surface antigen (HBsAg)-positive, liver cirrhosis, S5 liver resection, multiple tumor, and postoperative complications was higher in the gallstone group (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Baseline characteristics of patients.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Clinical characteristics</th>
<th valign="top" align="center">Gallstone (<italic>n</italic>&#x2009;&#x003D;&#x2009;341)</th>
<th valign="top" align="center">No gallstone (<italic>n</italic>&#x2009;&#x003D;&#x2009;1,111)</th>
<th valign="top" align="center"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years), M (IQR)</td>
<td valign="top" align="center">57 (49&#x2013;65)</td>
<td valign="top" align="center">56 (47&#x2013;67)</td>
<td valign="top" align="center">0.252</td>
</tr>
<tr>
<td valign="top" align="left">Sex, female, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">85 (25.1)</td>
<td valign="top" align="center">126 (11.3)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>), M (IQR)</td>
<td valign="top" align="center">25.1 (23.4&#x2013;28.6)</td>
<td valign="top" align="center">22.5 (21.1&#x2013;23.5)</td>
<td valign="top" align="center">0.015</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes, yes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">45 (15.8)</td>
<td valign="top" align="center">67 (6.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Smoking, yes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">152 (44.6)</td>
<td valign="top" align="center">456 (41.0)</td>
<td valign="top" align="center">0.248</td>
</tr>
<tr>
<td valign="top" align="left">Drinking, yes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">120 (35.2)</td>
<td valign="top" align="center">378 (34.0)</td>
<td valign="top" align="center">0.691</td>
</tr>
<tr>
<td valign="top" align="left">Child&#x2013;Pugh, B, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">32 (9.4)</td>
<td valign="top" align="center">17 (1.5)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">HBsAg, positive, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">310 (90.9)</td>
<td valign="top" align="center">466 (41.9)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">ALT (U/L), M (IQR)</td>
<td valign="top" align="center">34 (19&#x2013;53)</td>
<td valign="top" align="center">32 (22&#x2013;53)</td>
<td valign="top" align="center">0.247</td>
</tr>
<tr>
<td valign="top" align="left">AST (U/L), M (IQR)</td>
<td valign="top" align="center">31 (16&#x2013;49)</td>
<td valign="top" align="center">29 (18&#x2013;54)</td>
<td valign="top" align="center">0.145</td>
</tr>
<tr>
<td valign="top" align="left">Albumin (g/L), M (IQR)</td>
<td valign="top" align="center">35.1 (33.8&#x2013;38.4)</td>
<td valign="top" align="center">37.1 (35.1&#x2013;40.2)</td>
<td valign="top" align="center">0.021</td>
</tr>
<tr>
<td valign="top" align="left">TBiL (&#x03BC;mol/L), M (IQR)</td>
<td valign="top" align="center">14.2 (10.6&#x2013;19.6)</td>
<td valign="top" align="center">10.2 (7.2&#x2013;16.2)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Liver cirrhosis, yes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">315 (92.5)</td>
<td valign="top" align="center">445 (40.1)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Resection types, AR, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">98 (28.7)</td>
<td valign="top" align="center">333 (30.0)</td>
<td valign="top" align="center">0.663</td>
</tr>
<tr>
<td valign="top" align="left">Surgical methods, open <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">140 (41.1)</td>
<td valign="top" align="center">467 (42.0)</td>
<td valign="top" align="center">0.749</td>
</tr>
<tr>
<td valign="top" align="left">Liver resection, S5, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">119 (34.9)</td>
<td valign="top" align="center">88 (7.9)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Tumor size (cm), M (IQR)</td>
<td valign="top" align="center">5.6 (3.8&#x2013;6.4)</td>
<td valign="top" align="center">4.2 (3.0&#x2013;5.5)</td>
<td valign="top" align="center">0.017</td>
</tr>
<tr>
<td valign="top" align="left">Tumor number, multiple, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">106 (31.1)</td>
<td valign="top" align="center">100 (9.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Complications, yes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">219 (64.2)</td>
<td valign="top" align="center">267 (24.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>M, median; IQR, interquartile range; BMI, body mass index; HBsAg, hepatitis B surface antigen; ALT, alanine aminotransferase; AST, aspartate aminotransferase; TBiL, total bilirubin; AR, anatomic resection.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The overall gallstone incidence was 23.5&#x0025; (341/1,452), and the asymptomatic gallstone incidence was 83.6&#x0025; (285/341). The incidence of gallstones in the primary liver cancer group was 25.7&#x0025; (252/981) higher than that in the benign tumor group [18.9&#x0025; (89/471), <italic>P</italic>&#x2009;&#x003D;&#x2009;0.004]. Asymptomatic gallstones accounted for 81.7&#x0025; (206/252) of all gallstones in the primary liver cancer group and 89.2&#x0025; (79/89) of all gallstones in the benign tumor group (<italic>P</italic>&#x2009;&#x003D;&#x2009;0.11).</p>
<p>In 4 years, 41 out of 341 patients (12.0&#x0025;) with gallstones underwent cholecystectomy. All patients with cholecystectomy had significant right upper abdominal pain, and their Murphy sign was positive. In addition, CT indicated thickening of the gallbladder wall and chronic cholecystitis. No cholecystectomy was performed for all asymptomatic and some symptomatic gallstones. Moreover, we had not observed any serious disease caused by gallstones, including acute pancreatitis and gallbladder cancer.</p>
</sec>
<sec id="s3b"><title>Factors associated with a gallstone in patients with benign liver tumors</title>
<p>Univariate and multivariate logistic regression analyses showed that female gender (OR: 1.547, 95&#x0025; CI: 1.358&#x2013;2.356, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.018), BMI (OR: 3.255, 95&#x0025; CI: 2.789&#x2013;4.589, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.009), liver resection at S5 (OR: 3.687, 95&#x0025; CI: 2.987&#x2013;4.698, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.012), and postoperative complication (OR: 3.684, 95&#x0025; CI: 3.489&#x2013;4.398, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001) were factors related to gallstone in patients with benign liver tumors after hepatectomy (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Univariate and multivariate <italic>logistic regression</italic> analyses on factors associated with gallstones for patients with benign liver tumors.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variables</th>
<th valign="top" align="center" colspan="2">Univariate analysis</th>
<th valign="top" align="center" colspan="2">Multivariate analysis</th>
</tr>
<tr>
<th valign="top" align="center">OR (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>P</italic></th>
<th valign="top" align="center">OR (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years), M (IQR)</td>
<td valign="top" align="center">0.998 (0.997&#x2013;1.002)</td>
<td valign="top" align="center">0.854</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Female gender, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.297 (1.181&#x2013;1.727)</td>
<td valign="top" align="center">0.021</td>
<td valign="top" align="center">1.547 (1.358&#x2013;2.356)</td>
<td valign="top" align="center">0.018</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>), M (IQR)</td>
<td valign="top" align="center">4.512 (3.212&#x2013;6.589)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.255 (2.789&#x2013;4.589)</td>
<td valign="top" align="center">0.009</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.214 (1.123&#x2013;1.689)</td>
<td valign="top" align="center">0.019</td>
<td valign="top" align="center">1.123 (0.998&#x2013;1.136)</td>
<td valign="top" align="center">0.148</td>
</tr>
<tr>
<td valign="top" align="left">Smoking, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.112 (0.987&#x2013;1.245)</td>
<td valign="top" align="center">0.265</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Drinking, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.089 (0.975&#x2013;1.102)</td>
<td valign="top" align="center">0.239</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">ALT (U/L), M (IQR)</td>
<td valign="top" align="center">0.989 (0.971&#x2013;1.036)</td>
<td valign="top" align="center">0.687</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">AST (U/L), M (IQR)</td>
<td valign="top" align="center">0.997 (0.974&#x2013;1.021)</td>
<td valign="top" align="center">0.876</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Albumin (g/L), M (IQR)</td>
<td valign="top" align="center">1.258 (1.025&#x2013;1.359)</td>
<td valign="top" align="center">0.025</td>
<td valign="top" align="center">1.025 (0.996&#x2013;1.285)</td>
<td valign="top" align="center">0.365</td>
</tr>
<tr>
<td valign="top" align="left">TBiL (&#x03BC;mol/L), M (IQR)</td>
<td valign="top" align="center">1.021 (0.991&#x2013;1.121)</td>
<td valign="top" align="center">0.129</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Resection types, AR, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.009 (0.986&#x2013;1.158)</td>
<td valign="top" align="center">0.259</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Surgical methods, Open <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.008 (0.965&#x2013;1.032)</td>
<td valign="top" align="center">0.298</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Liver resection, S5, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">2.358 (1.532&#x2013;3.021)</td>
<td valign="top" align="center">0.027</td>
<td valign="top" align="center">3.687 (2.987&#x2013;4.698)</td>
<td valign="top" align="center">0.012</td>
</tr>
<tr>
<td valign="top" align="left">Tumor size (cm), M (IQR)</td>
<td valign="top" align="center">1.002 (0.986&#x2013;1.063)</td>
<td valign="top" align="center">0.521</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tumor number, Multiple, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.021 (0.983&#x2013;1.125)</td>
<td valign="top" align="center">0.121</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Complications, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">4.215 (2.879&#x2013;6.328)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.684 (3.489&#x2013;4.398)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn2"><p>M, median; IQR, interquartile range; BMI, body mass index; ALT, alanine transaminase; AST, aspartate aminotransferase; TBiL, total bilirubin; AR, anatomic resection.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3c"><title>Factors associated with gallstones in patients with primary liver cancer</title>
<p>Univariate and multivariate logistic regression analyses showed that female gender (OR: 2.314, 95&#x0025; CI: 2.021&#x2013;4.529, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.037), BMI (OR: 2.125, 95&#x0025; CI: 1.546&#x2013;3.356, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.011), diabetes (OR: 1.846, 95&#x0025; CI: 1.259&#x2013;2.136, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.019), Child&#x2013;Pugh B (OR: 2.472, 95&#x0025; CI: 1.261&#x2013;4.025, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.008), albumin (OR: 2.851, 95&#x0025; CI: 2.622&#x2013;3.914, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), liver cirrhosis (OR: 4.258, 95&#x0025; CI: 3.258&#x2013;6.398, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), liver resection at S5 (OR: 4.589, 95&#x0025; CI: 3.514&#x2013;6.215, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), postoperative complication (OR: 6.256, 95&#x0025; CI: 5.021&#x2013;7.654, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), and TACE after recurrence (OR: 2.691, 95&#x0025; CI: 2.102&#x2013;3.028, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.019) were factors related to gallstones in patients with primary liver cancer after hepatectomy (<xref ref-type="table" rid="T3">Table&#x00A0;3</xref>).</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Univariate and multivariate <italic>logistic regression</italic> analyses on factors associated with gallstones for patients with primary liver cancer.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variables</th>
<th valign="top" align="center" colspan="2">Univariate analysis</th>
<th valign="top" align="center" colspan="2">Multivariate analysis</th>
</tr>
<tr>
<th valign="top" align="center">OR (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>P</italic></th>
<th valign="top" align="center">OR (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years), M (IQR)</td>
<td valign="top" align="center">0.988 (0.977&#x2013;1.008)</td>
<td valign="top" align="center">0.258</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Female gender, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.587 (1.459&#x2013;2.585)</td>
<td valign="top" align="center">0.029</td>
<td valign="top" align="center">1.314 (1.021&#x2013;1.929)</td>
<td valign="top" align="center">0.037</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>), M (IQR)</td>
<td valign="top" align="center">2.452 (1.896&#x2013;3.598)</td>
<td valign="top" align="center">0.009</td>
<td valign="top" align="center">2.125 (1.546&#x2013;3.356)</td>
<td valign="top" align="center">0.011</td>
</tr>
<tr>
<td valign="top" align="left">HBsAg, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.895 (1.199&#x2013;2.205)</td>
<td valign="top" align="center">0.028</td>
<td valign="top" align="center">1.105 (0.831&#x2013;1.469)</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.657 (1.451&#x2013;1.982)</td>
<td valign="top" align="center">0.024</td>
<td valign="top" align="center">1.846 (1.259&#x2013;2.136)</td>
<td valign="top" align="center">0.019</td>
</tr>
<tr>
<td valign="top" align="left">Smoking, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.012 (0.993&#x2013;1.142)</td>
<td valign="top" align="center">0.241</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Drinking, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.029 (0.974&#x2013;1.203)</td>
<td valign="top" align="center">0.313</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Child&#x2013;Pugh B, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">2.595 (1.377&#x2013;4.889)</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">2.472 (1.261&#x2013;4.025)</td>
<td valign="top" align="center">0.008</td>
</tr>
<tr>
<td valign="top" align="left">ALT (U/L), M (IQR)</td>
<td valign="top" align="center">0.996 (0.994&#x2013;1.025)</td>
<td valign="top" align="center">0.837</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">AST (U/L), M (IQR)</td>
<td valign="top" align="center">0.998 (0.991&#x2013;1.018)</td>
<td valign="top" align="center">0.785</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Albumin (g/L), M (IQR)</td>
<td valign="top" align="center">3.657 (2.547&#x2013;6.358)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.851 (2.622&#x2013;3.914)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">TBiL (&#x03BC;mol/L), M (IQR)</td>
<td valign="top" align="center">1.254 (1.125&#x2013;2.541)</td>
<td valign="top" align="center">0.029</td>
<td valign="top" align="center">1.125 (0.996&#x2013;1.358)</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">BCLC B stage</td>
<td valign="top" align="center">2.241 (1.987&#x2013;2.419)</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="center">1.147 (0.987&#x2013;1.225)</td>
<td valign="top" align="center">0.134</td>
</tr>
<tr>
<td valign="top" align="left">Liver cirrhosis, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">5.489 (3.532&#x2013;8.102)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">4.258 (3.258&#x2013;6.398)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Resection types, AR, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.084 (0.992&#x2013;1.095)</td>
<td valign="top" align="center">0.127</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Surgical methods, Open <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.011 (0.998&#x2013;1.048)</td>
<td valign="top" align="center">0.126</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Liver resection, S5, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">3.584 (2.698&#x2013;4.112)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">4.589 (3.514&#x2013;6.215)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Tumor size (cm), M (IQR)</td>
<td valign="top" align="center">1.241 (1.023&#x2013;1.598)</td>
<td valign="top" align="center">0.029</td>
<td valign="top" align="center">1.051 (0.874&#x2013;1.918)</td>
<td valign="top" align="center">0.254</td>
</tr>
<tr>
<td valign="top" align="left">Tumor number, Multiple, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.857 (1.259&#x2013;2.547)</td>
<td valign="top" align="center">0.021</td>
<td valign="top" align="center">1.012 (0.798&#x2013;2.024)</td>
<td valign="top" align="center">0.122</td>
</tr>
<tr>
<td valign="top" align="left">Complications, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">5.236 (3.034&#x2013;10.752)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">6.256 (5.021&#x2013;7.654)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Recurrence, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.354 (1.015&#x2013;3.987)</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="center">1.248 (0.751&#x2013;2.145)</td>
<td valign="top" align="center">0.239</td>
</tr>
<tr>
<td valign="top" align="left">TACE after recurrence, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">3.521 (2.398&#x2013;5.269)</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">2.691 (2.102&#x2013;3.028)</td>
<td valign="top" align="center">0.019</td>
</tr>
<tr>
<td valign="top" align="left">MWA after recurrence, <italic>N</italic> (&#x0025;)</td>
<td valign="top" align="center">1.254 (1.129&#x2013;2.014)</td>
<td valign="top" align="center">0.036</td>
<td valign="top" align="center">1.025 (0.869&#x2013;2.069)</td>
<td valign="top" align="center">0.297</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn3"><p>M, median; IQR, interquartile range; BMI, body mass index; HBsAg, hepatitis B surface antigen; ALT, alanine transaminase; AST, aspartate aminotransferase; TBiL, total bilirubin; BCLC, Barcelona Clinic Liver Cancer; AR, anatomic resection; TACE, transcatheter arterial chemoembolization; MWA, microwave ablation.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3d"><title>Typical cases of gallstone stone formation</title>
<p><xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref> shows three typical cases of gallstone formation after hepatectomy or recurrent patients receiving TACE. Case 1 displayed that the tumor was located in S5 (white triangle) and there was no gallstone in the gallbladder before surgery (<xref ref-type="fig" rid="F3">Figures&#x00A0;3A,B</xref>). The gallstone developed in the gallbladder (arrow), and the gallbladder tightly adhered to the area of abdominal adhesions (<xref ref-type="fig" rid="F3">Figure&#x00A0;3C</xref>). Case 2 showed that the surgical area was located in S4 and partial S5, and the surgical area presented with effusion and adhesions (arrow) (<xref ref-type="fig" rid="F3">Figures&#x00A0;3D,E</xref>). The gallstone developed in the gallbladder ultimately (arrow) (<xref ref-type="fig" rid="F3">Figure&#x00A0;3F</xref>). Case 3 showed that a recurrent patient after surgery whose lesion was located in S5 received TACE treatment; most areas of the lesion are necrotic (white triangle). The gallstone developed in the gallbladder ultimately and the wall of the gallbladder was significantly thickened (arrow) (<xref ref-type="fig" rid="F3">Figures&#x00A0;3G,H</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Three typical cases of gallstone formation after hepatectomy or recurrent patients receiving TACE. (<bold>A</bold>) Tumor was located in S5 (white triangle); (<bold>B</bold>) there was no gallstone in the gallbladder before surgery; (<bold>C</bold>) gallstone developed in the gallbladder (arrow), and the gallbladder tightly adhered to the area of abdominal adhesions; (<bold>D,E</bold>) surgical area was located in S4 and partial S5 and the surgical area presented with effusion and adhesions (arrow); (<bold>F</bold>) gallstone developed in the gallbladder ultimately (arrow); (<bold>G</bold>) recurrent patient after surgery whose lesion was located in S5 received TACE treatment; most areas of the lesion are necrotic (white triangle); (<bold>H</bold>) gallstone developed in the gallbladder ultimately and the wall of the gallbladder was significantly thickened (arrow).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-10-1097327-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>The traditional risk factors for gallstone disease are the four &#x201C;F&#x0027;s: female, fat, forty, and fertile,&#x201D; with many studies supporting the known risk factors for gallstone disease (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). In our study, female gender and BMI are risks factor for the formation of gallstones in patients with benign or malignant tumors after hepatectomy. BMI, which positively correlates with blood lipids, is also a well-known risk factor for gallstones (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). A cohort has confirmed a close association (in both genders, but especially pronounced in women) between increasing BMI and increased risk of symptomatic gallstone disease (<xref ref-type="bibr" rid="B14">14</xref>). In addition, it was reported that insulin resistance is closely related to gallstone formation (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). In the study, diabetes was observed to be associated with gallstone formation in malignant tumor patients but not in patients with benign tumors.</p>
<p>Interestingly, in our study, the incidence of gallstones after hepatectomy was significantly higher in patients with primary liver cancer than that in patients with benign liver tumors. Generally speaking, most patients with primary liver cancer are accompanied by chronic liver disease including cirrhosis or hypoalbuminemia. It has been reported that liver cirrhosis has been identified as another risk factor for the formation of gallstones, and more severe cirrhosis and longer cirrhosis duration result in a higher incidence of gallstones (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Previous studies have shown that a thickened gallbladder wall and impaired contractility have been observed when patients present with liver cirrhosis, hepatic failure, and portal hypertension (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). It has been reported that hypoalbuminemia will increase tissue edema, including the gallstone, which leads to impaired gallstone motility and contractility and provides a potential pathophysiologic basis for gallstone formation (<xref ref-type="bibr" rid="B24">24</xref>). In addition, patients with more severe chronic liver disease are more likely to have postoperative complications. Severe surgical complication grade increased the duration of parenteral nutrition and prolonged fasting, resulting in bile concentration in the gallstone and impaired gallstone motility. Peritoneal effusion, peritoneal cavity infection, and bile leakage often indicated the existence of serious complications contributing to a severer inflammatory response in the abdominal cavity and severer abdominal organ adhesions, leading to swelling and exudation of local tissues and impairing gallstone motility.</p>
<p>In addition, we observed an increased risk of gallstone formation when the tumor is located in S5. Gallstone function was extremely affected when the behavior of liver resection was related to the gallbladder. On the one hand, peritoneal effusion or abdominal adhesion will inevitably occur near the gallbladder, which will impair its motility. On the other hand, when hepatectomy is performed near the gallbladder, it may be disturbed (for instance, it may be torn or squeezed), resulting in gallbladder motility and contractility.</p>
<p>In our study, we found that patients receiving TACE for recurrence after hepatectomy had a higher incidence of gallstones. On the one hand, as we know, the gallbladder artery arises from the right hepatic artery. When TACE is performed, the embolization agent or chemotherapy drug may reflux into the gallbladder artery, leading to a decreased blood supply to the gallbladder and mucosal necrosis of the gallstone; this is more likely when TACE is performed <italic>via</italic> the right hepatic artery. Therefore, decreased blood supply to the gallbladder leads to gallstone hypomotility and eventually to gallbladder atrophy. On the other hand, chemotherapy drugs stimulate the gallbladder mucosa for a long period, such that the gallbladder mucosa thickens and chronic cholecystitis develops.</p>
</sec>
<sec id="s5" sec-type="conclusions"><title>Conclusion</title>
<p>In conclusion, the retrospective case&#x2013;control study suggests an association between the incidence of gallstones and the location of tumors, especially in S5. In addition, for patients with hepatocellular carcinoma (HCC), TACE further increases the risk of gallstones in patients with postoperative recurrence. Thus, the increased risk of gallstone development after hepatectomy deserves to be concerned.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability"><title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found here: 10.6084/m9.figshare.21505629.</p>
</sec>
<sec id="s7"><title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by the Ethical Committee of Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology. The patients/participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s8"><title>Author contributions</title>
<p>JZ and LC analyzed data and wrote the manuscript. ZZ designed the research route. BW modified the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>The authors thank Chang Shu (Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology) for his assistance with statistics.</p>
</ack>
<sec id="s9" sec-type="COI-statement"><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>
<sec id="s10" sec-type="disclaimer"><title>Publisher&#x0027;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>
</sec>
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