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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.2025.1522022</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>Conversion to laparotomy during laparoscopic hysterectomy: a meta-analysis of prevalence and key risk factors</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Luo</surname><given-names>Qing</given-names></name><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Wang</surname><given-names>Yan</given-names></name>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2885797/overview" />
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Zhang</surname><given-names>Xiaoyun</given-names></name><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff><institution>Department of Gynaecology and Obstetrics, Jiuquan People&#x2019;s Hospital</institution>, <addr-line>Jiuquan, Gansu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Vito Andrea Capozzi, University Hospital of Parma, Italy</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Matteo Pavone, Agostino Gemelli University Polyclinic (IRCCS), Italy</p>
<p>Danielle Luciano, University of Connecticut, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Yan Wang <email>13893751065@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>06</day><month>05</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>12</volume><elocation-id>1522022</elocation-id>
<history>
<date date-type="received"><day>03</day><month>11</month><year>2024</year></date>
<date date-type="accepted"><day>14</day><month>04</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Luo, Wang and Zhang.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Luo, Wang and Zhang</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>This meta-analysis aimed to estimate the prevalence and identify risk factors for conversion to laparotomy during laparoscopic hysterectomy (LH) for both benign and malignant gynecologic conditions.</p>
</sec><sec><title>Methods</title>
<p>A comprehensive search of PubMed, Embase, and the Cochrane Library was conducted to identify studies published between January 2000 and September 2024. Eligible studies reported the prevalence and risk factors for conversion to laparotomy in patients undergoing LH. Studies were assessed for quality using the Newcastle-Ottawa Scale (NOS), and data were extracted on patient demographics, surgical details, and outcomes. A random-effects model was used to pool prevalence estimates and analyze risk factors. Heterogeneity was assessed using the I<sup>2</sup> statistic, and publication bias was evaluated with funnel plots and Egger&#x0027;s test.</p>
</sec><sec><title>Results</title>
<p>A total of 12 studies, encompassing 12,785 patients, were included. The pooled prevalence of conversion to laparotomy was 6&#x0025; (95&#x0025; CI, 5&#x0025;&#x2013;7&#x0025;), with significant heterogeneity (<italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;91.8&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Conversion rates were higher in patients with malignant conditions (11&#x0025;; 95&#x0025; CI, 9&#x0025;&#x2013;14&#x0025;) compared to benign conditions (5&#x0025;; 95&#x0025; CI, 4&#x0025;&#x2013;6&#x0025;). Key risk factors included a history of adhesions (OR, 3.13; 95&#x0025; CI, 1.91&#x2013;5.11) and higher BMI (OR, 1.20; 95&#x0025; CI, 1.08&#x2013;1.34). Protective factors included surgeon experience (OR, 0.22; 95&#x0025; CI, 0.08&#x2013;0.59) and high surgeon volume (OR, 0.57; 95&#x0025; CI, 0.34&#x2013;0.94).</p>
</sec><sec><title>Conclusions</title>
<p>Conversion to laparotomy occurs in approximately 6&#x0025; of LH cases, particularly in patients with malignancy, a history of adhesions, or higher BMI. Surgeon expertise and case volume may reduce the risk, highlighting the importance of preoperative risk assessment.</p>
</sec>
</abstract>
<kwd-group>
<kwd>conversion</kwd>
<kwd>laparoscopic hysterectomy</kwd>
<kwd>meta-analysis</kwd>
<kwd>prevalence</kwd>
<kwd>risk factors</kwd>
</kwd-group><counts>
<fig-count count="4"/>
<table-count count="4"/><equation-count count="0"/><ref-count count="35"/><page-count count="10"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Obstetrics and Gynecological Surgery</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Laparoscopic hysterectomy (LH) has become the standard of care for a wide range of gynecologic conditions due to its minimally invasive nature (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Compared with traditional open abdominal hysterectomy, LH was associated with reduced postoperative pain, shorter recovery times, less intraoperative blood loss, and fewer overall complications (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). These advantages have led to its widespread adoption across various clinical settings. However, despite its benefits, a proportion of LH procedures require conversion to laparotomy due to intraoperative complications (<xref ref-type="bibr" rid="B5">5</xref>). Conversion not only undermines the advantages of LH but also increases morbidity, extends hospitalization, and delays recovery.</p>
<p>Conversion to laparotomy is typically driven by factors including excessive bleeding, dense pelvic adhesions, unanticipated large uterine size, or difficult anatomical visualization (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). The rates of conversion vary widely, with estimates ranging from less than 1&#x0025; to over 10&#x0025;, depending on patient populations, surgical expertise, and institutional practices (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). This variability suggests that the true prevalence and risk factors associated with conversion remain poorly understood. Identifying patients at higher risk for conversion is essential to improve preoperative planning, enhance patient counseling, and optimize intraoperative decision-making.</p>
<p>Previous studies have suggested potential risk factors for conversion, including obesity, large uterine size, prior abdominal surgeries, and intraoperative complications (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). However, the strength and consistency of these associations have not been systematically evaluated. The existing literature is fragmented, with varying definitions of conversion and inconsistent reporting of risk factors, making it difficult to form clear clinical guidelines for patient selection and management. Identifying modifiable and non-modifiable risk factors for LH conversion is essential for improving patient outcomes. By identifying high-risk patients preoperatively, surgeons can implement tailored strategies, such as enhanced preoperative imaging, alternative surgical techniques, or early decision-making to convert to laparotomy before complications arise.</p>
<p>The aim of this meta-analysis is to provide a comprehensive estimate of the prevalence of conversion to laparotomy in patients undergoing LH and to identify key risk factors associated with conversion. To date, no comprehensive meta-analysis has quantified the conversion rate during laparoscopic hysterectomy or systematically examined its risk factors across studies. By synthesizing data from diverse studies, this analysis seeks to offer clinicians a clearer evidence base for preoperative risk assessment and surgical planning, ultimately improving patient outcomes.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Materials and methods</title>
<sec id="s2a"><title>Study design</title>
<p>This meta-analysis was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to ensure transparency and methodological rigor (<xref ref-type="bibr" rid="B10">10</xref>). The primary objective of this study was to estimate the prevalence of conversion to laparotomy during LH and to identify the associated risk factors. We included studies that reported the prevalence and risk factors for conversion to laparotomy in patients undergoing LH. The study protocol was not registered.</p>
</sec>
<sec id="s2b"><title>Search strategy</title>
<p>A comprehensive literature search was conducted across three electronic databases: PubMed, Embase, and the Cochrane Library. The search was performed using a combination of medical subject headings (MeSH) terms and free text related to &#x201C;laparoscopic hysterectomy&#x201D; &#x201C;conversion to laparotomy&#x201D; &#x201C;risk factors&#x201D;, &#x201C;prevalence&#x201D;, and their variants. The search was limited to studies published between January 2000 and September 2024 and restricted to articles in English. Additional studies were identified by manually searching the reference lists of the included articles. Unpublished data, conference abstracts, and grey literature were not considered for inclusion.</p>
</sec>
<sec id="s2c"><title>Inclusion and exclusion criteria</title>
<p>We only included studies reporting both the prevalence and risk factors associated with conversion to laparotomy in patients undergoing LH for benign or malignant gynecologic conditions. The exclusion criteria included case reports, reviews, editorials, or studies without detailed data on conversion rates, studies involving procedures other than laparoscopic hysterectomy, and non-English language studies or those published before 2000.</p>
</sec>
<sec id="s2d"><title>Data extraction</title>
<p>Two independent reviewers conducted data extraction using a pre-designed form. Discrepancies between reviewers were resolved by discussion or through consultation with a third reviewer. The following data were extracted from each included study, which including study characteristics (Authors, year of publication, country, study design, and sample size), patient demographics (Age, BMI, indication for surgery, uterine size, and history of prior abdominal surgeries), operative details (Duration of surgery, estimated blood loss, and the presence of intraoperative complications), and outcome measures (The prevalence of conversion to laparotomy and the reported risk factors associated with conversion). Generally, surgeon experience reflects either the surgeon&#x0027;s years of laparoscopic practice or the number of laparoscopic hysterectomies performed. Also, &#x201C;high-volume&#x201D; surgeons or centers are defined as those performing a large number of hysterectomies per year, whereas &#x201C;low-volume&#x201D; referred to those below that threshold. Considering that surgeon experience and surgeon volume may be associated with conversion to laparotomy, we also extracted data on their definition and cutoff value in included studies.</p>
</sec>
<sec id="s2e"><title>Quality assessment</title>
<p>The methodological quality of the included studies was assessed using the Newcastle-Ottawa Scale (NOS) for comparative studies (<xref ref-type="bibr" rid="B11">11</xref>). The NOS assesses the risk of bias based on three domains: selection of study groups, comparability of groups, and ascertainment of outcomes. Studies were assigned scores ranging from 0 to 9, with scores &#x2265;7 indicating high-quality studies. Quality assessment was independently performed by two reviewers, and discrepancies were resolved through consensus.</p>
</sec>
<sec id="s2f"><title>Statistical analysis</title>
<p>The prevalence of conversion to laparotomy was pooled using a random-effects model to account for between-study heterogeneity (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Heterogeneity was assessed using the I<sup>2</sup> statistic, with values &#x003E;50&#x0025; indicating significant heterogeneity (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Sensitivity analyses were performed through the &#x201C;leave-one-out&#x201D; method. To identify potential sources of heterogeneity, subgroup analyses were performed based on key study characteristics, including surgical indication, study design, sample size, NOS scores, and study center. Additionally, a meta-regression analysis involving sample size, publication year, and NOS scores were performed to explore potential sources of heterogeneity. For risk factor analysis, pooled odds ratios (ORs) and 95&#x0025; confidence intervals (CIs) were calculated using a random-effects model. Only multivariate or adjusted risk factors reported in at least two included articles were considered for analysis. Publication bias was evaluated using funnel plots and Egger&#x0027;s test (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B14">14</xref>). All statistical analyses were performed using Stata (version 12.0; StataCorp LLC). A <italic>p</italic>-value &#x003C;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<sec id="s3a"><title>Study selection and characteristics</title>
<p>A total of 12 studies were included in this meta-analysis after screening 378 records, following the removal of duplicates and exclusions (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>) (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>). The key characteristics of these studies are detailed in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>. Most studies were retrospective cohort designs, published between 2005 and 2024, with study populations comprising women undergoing laparoscopic hysterectomy for benign gynecologic conditions, with some cases involving endometrial cancer. Conversion rates to laparotomy varied across studies, ranging from 3.93&#x0025; to 12&#x0025;. The majority of studies were single-center, with a few multi-center studies also included. The methodological quality of all the included studies was evaluated using the NOS scores (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). Overall, 10 of the 12 studies received a score of 7 or higher, indicating generally high-quality methodologies.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>PRISMA flow diagram of study selection process.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1522022-g001.tif"/>
</fig>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Baseline characteristics of studies on risk factors for conversion to laparotomy in patients undergoing laparoscopic hysterectomy.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Author (year)</th>
<th valign="top" align="center">Study design</th>
<th valign="top" align="center">Country</th>
<th valign="top" align="center">Enrollment period</th>
<th valign="top" align="center">Diagnosis</th>
<th valign="top" align="center">Age</th>
<th valign="top" align="center">Conversion to laparotomy rate</th>
<th valign="top" align="center">Study center</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Franck 2005 (<xref ref-type="bibr" rid="B15">15</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">Not specified</td>
<td valign="top" align="left">Benign gynecologic indications</td>
<td valign="top" align="left">47.9&#x2009;&#x00B1;&#x2009;6.7</td>
<td valign="top" align="center">7&#x0025; (29/416)</td>
<td valign="top" align="left">Single-center</td>
</tr>
<tr>
<td valign="top" align="left">Courtney 2016 (<xref ref-type="bibr" rid="B8">8</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">2013&#x2013;2014</td>
<td valign="top" align="left">Benign gynecologic indications</td>
<td valign="top" align="left">Adult patients</td>
<td valign="top" align="center">3.93&#x0025; (275/6,992)</td>
<td valign="top" align="left">Multi-center</td>
</tr>
<tr>
<td valign="top" align="left">Matsuo 2016 (<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">2000&#x2013;2014</td>
<td valign="top" align="left">Endometrial cancer</td>
<td valign="top" align="left">53.8&#x2009;&#x00B1;&#x2009;10.3</td>
<td valign="top" align="center">12.0&#x0025; (30/251)</td>
<td valign="top" align="left">Single-center</td>
</tr>
<tr>
<td valign="top" align="left">Bretschneider 2018 (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">2014&#x2013;2016</td>
<td valign="top" align="left">Benign gynecologic indications</td>
<td valign="top" align="left">47.3&#x2009;&#x00B1;&#x2009;6.1</td>
<td valign="top" align="center">5.5&#x0025; (42/763)</td>
<td valign="top" align="left">Multi-center</td>
</tr>
<tr>
<td valign="top" align="left">Keurentjes 2018 (<xref ref-type="bibr" rid="B7">7</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">Netherlands</td>
<td valign="top" align="left">2007&#x2013;2010</td>
<td valign="top" align="left">Benign conditions and endometrial cancer</td>
<td valign="top" align="left">50.6&#x2009;&#x00B1;&#x2009;12.0</td>
<td valign="top" align="center">5.0&#x0025; (53/1,051)</td>
<td valign="top" align="left">Multi-center</td>
</tr>
<tr>
<td valign="top" align="left">Naveiro-Fuentes 2018 (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">Spain</td>
<td valign="top" align="left">2008&#x2013;2015</td>
<td valign="top" align="left">Benign and malignant gynecological diseases</td>
<td valign="top" align="left">50.8&#x2009;&#x00B1;&#x2009;11.7</td>
<td valign="top" align="center">8.1&#x0025; (19/236)</td>
<td valign="top" align="left">Single-center</td>
</tr>
<tr>
<td valign="top" align="left">Cianci 2019 (<xref ref-type="bibr" rid="B6">6</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">2015&#x2013;2017</td>
<td valign="top" align="left">Benign gynecologic indications</td>
<td valign="top" align="left">49 (Median)</td>
<td valign="top" align="center">9.8&#x0025; (13/133)</td>
<td valign="top" align="left">Single-center</td>
</tr>
<tr>
<td valign="top" align="left">Brunes 2021 (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="left">Population-based study</td>
<td valign="top" align="left">Sweden</td>
<td valign="top" align="left">2015&#x2013;2017</td>
<td valign="top" align="left">Benign gynecological conditions</td>
<td valign="top" align="left">47&#x2009;&#x00B1;&#x2009;10</td>
<td valign="top" align="center">5.7&#x0025; (235/4,128)</td>
<td valign="top" align="left">Multi-center</td>
</tr>
<tr>
<td valign="top" align="left">Madhvani 2021 (<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">UK</td>
<td valign="top" align="left">2011&#x2013;2018</td>
<td valign="top" align="left">Benign gynecological conditions</td>
<td valign="top" align="left">47.1&#x2009;&#x00B1;&#x2009;9.7</td>
<td valign="top" align="center">6.0&#x0025; (4,153/68,752)</td>
<td valign="top" align="left">Multi-center</td>
</tr>
<tr>
<td valign="top" align="left">Lamersdorf 2024 (<xref ref-type="bibr" rid="B5">5</xref>)</td>
<td valign="top" align="left">Retrospective cohort study</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">2016&#x2013;2020</td>
<td valign="top" align="left">Benign gynecological conditions</td>
<td valign="top" align="left">48 (25&#x2013;79)</td>
<td valign="top" align="center">7.3&#x0025; (32/441)</td>
<td valign="top" align="left">Single-center</td>
</tr>
<tr>
<td valign="top" align="left">Claudia 2011 (<xref ref-type="bibr" rid="B16">16</xref>)</td>
<td valign="top" align="left">Randomised controlled trial</td>
<td valign="top" align="left">Netherlands</td>
<td valign="top" align="left">Not specified</td>
<td valign="top" align="left">Endometrial cancer</td>
<td valign="top" align="left">63 (39&#x2013;89)</td>
<td valign="top" align="center">10.8&#x0025; (20/185)</td>
<td valign="top" align="left">Multi-center</td>
</tr>
<tr>
<td valign="top" align="left">Markus 2013 (<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="left">Prospective cohort study</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">2003&#x2013;2010</td>
<td valign="top" align="left">Benign gynecological conditions</td>
<td valign="top" align="left">47.5&#x2009;&#x00B1;&#x2009;7.2</td>
<td valign="top" align="center">3.2&#x0025; (62/1,952)</td>
<td valign="top" align="left">Single-center</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Quality evaluation of included studies (based on NOS criteria).</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">References</th>
<th valign="top" align="center">Is the case<break/>definition<break/>adequate?</th>
<th valign="top" align="center">Representativeness of the cases</th>
<th valign="top" align="center">Definition<break/>of Controls</th>
<th valign="top" align="center">Comparability of<break/>cases and controls<break/>based on the design<break/>or analysis</th>
<th valign="top" align="center">Ascertainment of exposure</th>
<th valign="top" align="center">Same method of<break/>ascertainment<break/>for cases and<break/>controls</th>
<th valign="top" align="center">Non response</th>
<th valign="top" align="center">Total<break/>scores</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Franck 2005 (<xref ref-type="bibr" rid="B15">15</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Courtney 2016 (<xref ref-type="bibr" rid="B8">8</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Matsuo 2016 (<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Bretschneider 2018 (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Keurentjes 2018 (<xref ref-type="bibr" rid="B7">7</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Naveiro-Fuentes 2018 (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Cianci 2019 (<xref ref-type="bibr" rid="B6">6</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Brunes 2021 (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Madhvani 2021 (<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Lamersdorf 2024 (<xref ref-type="bibr" rid="B5">5</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Claudia 2011 (<xref ref-type="bibr" rid="B16">16</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Markus 2013 (<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">&#x002A;</td>
<td valign="top" align="center">7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x002A;One point.
&#x002A;&#x002A;Two point.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3b"><title>Prevalence of conversion to laparotomy</title>
<p>The pooled analysis demonstrated an overall conversion rate of 6&#x0025; (95&#x0025; CI, 5&#x0025;&#x2013;7&#x0025;) among patients undergoing laparoscopic hysterectomy. Substantial heterogeneity was observed across studies (<italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;91.8&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>). Sensitivity analysis revealed that no individual study disproportionately affected the overall estimate, confirming the stability and robustness of the findings (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). The funnel plot showed a possible symmetric distribution of studies, but statistical tests (Begg&#x0027;s Test: <italic>P</italic>&#x2009;&#x003D;&#x2009;0.086; Egger&#x0027;s test: <italic>P</italic>&#x2009;&#x003D;&#x2009;0.986) showed no significant publication bias (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Forest plot of the prevalence of conversion to laparotomy during laparoscopic hysterectomy.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1522022-g002.tif"/>
</fig>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Sensitivity analysis for the pooled prevalence of conversion to laparotomy during laparoscopic hysterectomy.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1522022-g003.tif"/>
</fig>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>Funnel plot for assessing publication bias.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1522022-g004.tif"/>
</fig>
</sec>
<sec id="s3c"><title>Subgroup analyses and meta-regression analysis</title>
<p>To investigate the sources of heterogeneity, subgroup analyses were performed based on study design, sample size, quality scores, surgical indications, and type of study center (<xref ref-type="table" rid="T3">Table&#x00A0;3</xref>). Retrospective studies reported a conversion rate of 6&#x0025; (95&#x0025; CI, 5&#x0025;&#x2013;7&#x0025;), similar to the rate in prospective studies (7&#x0025;; 95&#x0025; CI, &#x2212;0.01&#x0025;&#x2013;14&#x0025;). Studies with larger sample sizes (greater than 1000 patients) demonstrated a slightly higher conversion rate (8&#x0025;; 95&#x0025; CI, 6&#x0025;&#x2013;10&#x0025;) compared to studies with smaller sample sizes (5&#x0025;; 95&#x0025; CI, 4&#x0025;&#x2013;6&#x0025;). Importantly, studies focused on malignant gynecologic conditions had a significantly higher conversion rate (11&#x0025;; 95&#x0025; CI, 9&#x0025;&#x2013;14&#x0025;) compared to those involving benign conditions (5&#x0025;; 95&#x0025; CI, 4&#x0025;&#x2013;6&#x0025;). Furthermore, to identify the source of heterogeneity across included studies, we used univariate meta-regression. Using sample size (<italic>P</italic>&#x2009;&#x003D;&#x2009;0.803), publication year (<italic>P</italic>&#x2009;&#x003D;&#x2009;0.795), and NOS scores (<italic>P</italic>&#x2009;&#x003D;&#x2009;0.698) as covariates revealed no significant associations.</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Subgroup analysis of the prevalence of conversion to laparotomy in patients undergoing laparoscopic hysterectomy.</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">Outcomes</th>
<th valign="top" align="center">Number of studies</th>
<th valign="top" align="center">OR (95&#x0025; CI)</th>
<th valign="top" align="center">Heterogeneity I2 (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Pooled results</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">0.06 (0.05&#x2013;0.07)</td>
<td valign="top" align="center">91.8</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Subgroup analyses based on study design</td>
</tr>
<tr>
<td valign="top" align="left">Retrospective studies</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.06 (0.05&#x2013;0.07)</td>
<td valign="top" align="center">89.8</td>
</tr>
<tr>
<td valign="top" align="left">Prospective studies</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.07(-0.01&#x2013;0.14)</td>
<td valign="top" align="center">90.8</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Subgroup analyses based on number of sample size</td>
</tr>
<tr>
<td valign="top" align="left">More than 1,000</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">0.08 (0.06&#x2013;0.10)</td>
<td valign="top" align="center">55.1</td>
</tr>
<tr>
<td valign="top" align="left">Less than 1,000</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.05 (0.04&#x2013;0.06)</td>
<td valign="top" align="center">96.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Subgroup analyses based on quality of NOS scores</td>
</tr>
<tr>
<td valign="top" align="left">No less than 8 points</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">0.06 (0.05&#x2013;0.07)</td>
<td valign="top" align="center">92.8</td>
</tr>
<tr>
<td valign="top" align="left">Less than 8 points</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.07 (0.04&#x2013;0.10)</td>
<td valign="top" align="center">87</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Subgroup analyses based on different surgical indications</td>
</tr>
<tr>
<td valign="top" align="left">Benign gynecological diseases</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">0.05 (0.04&#x2013;0.06)</td>
<td valign="top" align="center">93.8</td>
</tr>
<tr>
<td valign="top" align="left">Malignant gynecological diseases</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.11 (0.09&#x2013;0.14)</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Subgroup analyses based on study center</td>
</tr>
<tr>
<td valign="top" align="left">Single-center</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.08 (0.05&#x2013;0.10)</td>
<td valign="top" align="center">87.9</td>
</tr>
<tr>
<td valign="top" align="left">Multi-center</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.05 (0.04&#x2013;0.07)</td>
<td valign="top" align="center">93.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3d"><title>Risk factors for conversion</title>
<p>The multivariate meta-analysis identified key risk factors for conversion to laparotomy (<xref ref-type="table" rid="T4">Table&#x00A0;4</xref>). A history of adhesion was the strongest predictor, with a threefold increase in the risk of conversion (7 studies; OR, 3.127; 95&#x0025; CI, 1.913&#x2013;5.111; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Additionally, a higher BMI was associated with a significantly increased risk (6 studies; OR, 1.202; 95&#x0025; CI, 1.082&#x2013;1.335; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.001). Only three studies in our review reported data on surgeon experience (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B20">20</xref>). In a pooled analysis of these studies, experienced surgeon had a lower conversion rate compared to low-volume surgeons (3 studies; OR, 0.22; 95&#x0025; CI, 0.082&#x2013;0.59; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.003). Only four studies identified that surgeon volume may be potential risk factor for conversion to laparotomy (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B21">21</xref>). The pooled estimate reveled that higher surgeon volume was similarly protective (4 studies; OR, 0.570; 95&#x0025; CI, 0.344&#x2013;0.943; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.029).</p>
<table-wrap id="T4" position="float"><label>Table 4</label>
<caption><p>Multivariate meta-analysis for risk factors for conversion to laparotomy in patients undergoing laparoscopic hysterectomy.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Risk factors</th>
<th valign="top" align="center" rowspan="2">Number of studies</th>
<th valign="top" align="center" colspan="2">Heterogeneity</th>
<th valign="top" align="center" rowspan="2">OR (95&#x0025; CI)</th>
<th valign="top" align="center" rowspan="2"><italic>P</italic></th>
</tr>
<tr>
<th valign="top" align="center"><italic>I</italic><sup>2</sup> (&#x0025;)</th>
<th valign="top" align="center"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">BMI</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">83.8</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1.202 (1.082&#x2013;1.335)</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Experienced surgeon</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">40.9</td>
<td valign="top" align="center">0.184</td>
<td valign="top" align="center">0.22 (0.082&#x2013;0.59)</td>
<td valign="top" align="center">0.003</td>
</tr>
<tr>
<td valign="top" align="left">History of adhesion</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">84.1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3.127 (1.913&#x2013;5.111)</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Size of uterine lesions</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">77.1</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">2.274 (0.760&#x2013;6.805)</td>
<td valign="top" align="center">0.142</td>
</tr>
<tr>
<td valign="top" align="left">Uterine weight</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">83.5</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1.007 (0.992&#x2013;1.021)</td>
<td valign="top" align="center">0.36</td>
</tr>
<tr>
<td valign="top" align="left">Cancer on final pathology</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.643</td>
<td valign="top" align="center">1.614 (0.957&#x2013;2.722)</td>
<td valign="top" align="center">0.072</td>
</tr>
<tr>
<td valign="top" align="left">Surgeon volume</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">89.6</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0.570 (0.344&#x2013;0.943)</td>
<td valign="top" align="center">0.029</td>
</tr>
<tr>
<td valign="top" align="left">Age at surgery</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">68.4</td>
<td valign="top" align="center">0.024</td>
<td valign="top" align="center">1.008 (0.976&#x2013;1.041)</td>
<td valign="top" align="center">0.621</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Several factors, however, did not demonstrate statistically significant associations with the risk of conversion. These included the size of uterine lesions (3 studies; OR, 2.274; 95&#x0025; CI, 0.760&#x2013;6.805; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.142), uterine weight (4 studies; OR, 1.007; 95&#x0025; CI, 0.992&#x2013;1.021; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.36), cancer on final pathology (2 studies; OR, 1.614; 95&#x0025; CI, 0.957&#x2013;2.722; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.072), and patient age at surgery (4 studies; OR, 1.008; 95&#x0025; CI, 0.976&#x2013;1.041; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.621). Although these factors showed trends toward increased risk, they did not reach statistical significance.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>This meta-analysis of 12 studies, encompassing both benign and malignant gynecologic conditions, provides a comprehensive overview of conversion rates from laparoscopic hysterectomy to laparotomy and identifies several key risk factors. The overall conversion rate was found to be 6&#x0025;, with notable heterogeneity among the studies. Significant predictors of conversion included a history of adhesions and elevated BMI, while surgeon experience and volume were protective. These findings have important implications for clinical practice, particularly in patient selection, risk stratification, and surgical planning.</p>
<p>The overall conversion rate of 6&#x0025; observed in this study aligns with previous reports, which suggest conversion rates between 3&#x0025; and 15&#x0025; depending on the complexity of the cases and surgical indications. For instance, a recent study found a conversion rate of 5.1&#x0025; in a large retrospective study, which is consistent with the findings in this meta-analysis, especially in studies involving complex cases, such as malignancies (<xref ref-type="bibr" rid="B23">23</xref>). This highlights that despite advances in minimally invasive techniques, certain patient populations remain at high risk for conversion due to inherent procedural challenges.</p>
<p>The significantly higher conversion rates in cases involving malignant gynecologic conditions are also well-supported by existing literature (<xref ref-type="bibr" rid="B24">24</xref>). Malignancies often involve larger lesions, deeper tissue infiltration, and more extensive adhesions, all of which increase the complexity of laparoscopic surgery. The presence of such complications often necessitates conversion to laparotomy to ensure adequate oncologic outcomes and minimize intraoperative complications (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Thus, the findings of this meta-analysis corroborate previous evidence that conversion is more likely in cancer-related hysterectomies, underscoring the need for thorough preoperative planning and counseling in this patient group.</p>
<p>The identification of adhesions and BMI as major risk factors for conversion has direct clinical relevance. Adhesions, particularly from prior surgeries or conditions like endometriosis, obscure normal anatomic planes and make dissection more technically challenging. This not only increases operative time but also the likelihood of complications such as inadvertent organ injury. Our finding of a threefold increased risk of conversion in patients with adhesions is in line with prior research, which has consistently shown adhesions to be a major determinant of surgical difficulty in minimally invasive procedures (<xref ref-type="bibr" rid="B26">26</xref>). Surgeons should, therefore, consider preoperative imaging or diagnostic laparoscopy in patients with a known history of adhesions to better anticipate the risk of conversion and plan accordingly.</p>
<p>Higher BMI also emerged as a significant predictor of conversion, with an approximately 20&#x0025; increased risk per unit increase in BMI. Obese patients are known to present unique challenges in laparoscopic surgery, including reduced visibility, limited instrument maneuverability, and increased operative time (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). These factors collectively contribute to the higher likelihood of conversion to laparotomy in this population. Importantly, alternative surgical approaches, such as robotic-assisted laparoscopic hysterectomy, have been shown to mitigate some of these challenges in obese patients, suggesting that patient selection and surgical approach should be tailored based on individual risk factors (<xref ref-type="bibr" rid="B29">29</xref>). The protective effects of surgeon experience and volume on conversion rates highlight the critical role of surgical expertise in achieving optimal outcomes. Experienced surgeons are more adept at managing intraoperative complications and adapting to challenging surgical conditions, which likely explains their lower conversion rates. High-volume surgeons, in particular, have been shown to have superior outcomes across a range of surgical procedures due to their refined skills and familiarity with complex cases (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>). Interestingly, our subgroup analysis revealed a trend that some larger multi-center studies reported higher overall conversion rates than smaller single-center studies, which seems to contradict the idea of increased surgeon volume decreasing conversion rate. This may be because large sample studies often include a wide range of surgeons and institutions, capturing variability in skill levels and case complexity. In contrast, when examining individual surgeon performance, our results indicate that surgeons with high case volumes tend to have lower conversion rates than those with lower volumes. In other words, a high-volume surgeon&#x0027;s expertise can mitigate conversion risk, even though studies that aggregate many surgeons of varying experience may show a higher average conversion rate. Therefore, these finding reinforces the argument for centralizing complex laparoscopic surgeries in high-volume centers to ensure that patients benefit from the expertise of experienced surgeons, thus reducing the risk of conversion and improving overall outcomes. Increasing evidence indicated that emerging surgical techniques, particularly robotic-assisted laparoscopic hysterectomy, have demonstrated potential in reducing conversion rates in high-risk patient populations. Robotic systems enhance visualization, dexterity, and precision, addressing common challenges posed by obesity and adhesions. Recent literature highlights the advantages of robotic approaches, suggesting potential benefits in managing complex cases (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Additionally, conditions such as extensive adhesions or malignancies are well-established to elevate conversion risks significantly (<xref ref-type="bibr" rid="B35">35</xref>). Technological advancements may particularly benefit these challenging patient groups by reducing procedural complexity and enhancing surgical outcomes.</p>
<p>Despite the strengths of this meta-analysis, including a large pooled sample size and the identification of significant risk factors, several limitations must be acknowledged. Firstly, we observed significant statistical heterogeneity across included studies. Despite performing subgroup analyses and meta-regression analysis, we did not identify potential sources of heterogeneity. This suggests that variability may originate from factors not sufficiently captured by the available data, possibly involving variations in surgical training, perioperative management protocols, and reporting standards across institutions. Nevertheless, our sensitivity analyses demonstrated stability and consistency in the pooled results, indicating that the observed heterogeneity did not materially undermine the validity of our conclusions. Future prospective studies adopting standardized outcome definitions, uniform reporting guidelines, and detailed documentation of surgical experience and institutional protocols may better clarify these sources of variability and further enhance the precision of subsequent meta-analyses. Additionally, the predominance of retrospective studies introduces selection and reporting biases, so the current results should be interpreted with caution. We explicitly highlight these limitations and strongly advocate for prospective, multicenter studies to establish more definitive evidence regarding the predictors of conversion, enhancing the validity and generalizability of these findings. Another limitation is the inconsistent reporting of certain variables, such as the extent of adhesions or specific thresholds for BMI, which may have led to an underestimation or overestimation of their impact on conversion. Standardization of reporting in future studies would enhance the reliability of risk stratification. Also, only limited studies reported risk factors, including surgeon experience and volume in our meta-analysis, which limits the strength of conclusions about these factors. The meta-analysis for these variables was based on a small sample and should be interpreted cautiously. For instance, several variables, including uterine size and uterine weight, did not reach statistical significance. The lack of statistical significance in these variables warrants cautious interpretation. Specifically, the relatively wide confidence intervals associated with uterine size suggest the presence of potential clinical relevance, which may not have been adequately captured due to insufficient statistical power or variability in the measurement criteria across included studies. Moreover, inconsistency in defining thresholds for uterine size or weight, as well as varying degrees of precision in measurement and reporting, may have contributed to this non-significance. Similarly, only three or four studies reported data on surgical experience or volume and pooled estimate indicated that experienced surgeon or higher surgeon volume was associated with a lower conversion rate. However, due to the limited data, any findings related to surgeon experience and volume should be interpreted as preliminary. Therefore, the absence of a statistically significant association in our meta-analysis should not be interpreted as definitive evidence against their clinical importance. Rather, it underscores the necessity for further investigation through larger, well-designed prospective studies.</p>
</sec>
<sec id="s5" sec-type="conclusions"><title>Conclusions</title>
<p>This meta-analysis provides important evidence regarding the prevalence of conversion to laparotomy during laparoscopic hysterectomy and identifies key risk factors such as adhesions and BMI. The possible protective effects of surgeon experience and case volume further underscore the importance of surgical expertise in reducing conversion rates. These findings have important clinical implications for the preoperative assessment, surgical planning, and centralization of complex cases. Future research, particularly prospective and randomized studies, is needed to refine risk prediction models and validate these findings in broader populations.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>QL: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YW: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. XZ: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec id="s10" 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="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" 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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