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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2023.1270030</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Lobectomy versus segmentectomy for stage IA3 (T1cN0M0) non-small cell lung cancer: a meta-analysis and systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Wanfei</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2197666"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Shaogeng</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2170233"/>
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<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Xianzuan</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Hongbo</given-names>
</name>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>He</surname>
<given-names>Rongqi</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2394680"/>
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<aff id="aff1">
<institution>Department of Thoracic Surgery, Quanzhou First Hospital Affiliated to Fujian Medical University</institution>, <addr-line>Quanzhou, Fujian</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Marco Anile, Sapienza University of Rome, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Massimo Baudo, Spedali Civili Brescia, Italy; Luigi Ventura, Barts Health NHS Trust, United Kingdom</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Rongqi He, <email xlink:href="mailto:hrqfj@126.com">hrqfj@126.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1270030</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zhang, Chen, Lin, Chen and He</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zhang, Chen, Lin, Chen and He</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Segmentectomy has been proven to have better survival and perioperative efficacy than lobectomy for non-small cell lung cancer (NSCLC) up to 2&#xa0;cm. Whether this result is applicable to stage T1cN0M0 NSCLC (2.1 to 3&#xa0;cm) remains controversial.</p>
</sec>
<sec>
<title>Methods</title>
<p>We conducted a comprehensive search across seven databases to identify relevant studies comparing lobectomy and segmentectomy procedures. Our primary focus was on survival indicators (overall survival [OS] and disease-free survival [DFS]), while for secondary outcomes, operative outcomes, hospitalization outcomes, recurrences, and complications were considered.</p>
</sec>
<sec>
<title>Results</title>
<p>After screening, the final analysis included 10 studies (involving 22113 patients in the lobectomy group and 1627 patients in the segmentectomy group). The lobectomy procedure achieved better OS (hazard ratio [HR]: 1.19 [1.07~1.33]) and DFS (HR: 1.37 [1.10~1.71]), which were proven in all subgroups. The OS rate at 2-5 years and DFS rate at 4-5 years were higher in the lobectomy group. The advantages of OS and DFS in the lobectomy group increased over the survival time. More lymph node dissections, intraoperative blood loss and total complications were found in the lobectomy group. Similar hospital stays, 90-day mortality and conversion thoracotomy were found between the two groups.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Lobectomy appeared to be the better choice for patients with stage T1cN0M0 NSCLC with better survival (OS and DFS). However, the complications needed to be taken seriously.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>
<uri xlink:href="https://www.crd.york.ac.uk/PROSPERO/">https://www.crd.york.ac.uk/PROSPERO/</uri>, identification CRD42023445013.</p>
</sec>
</abstract>
<kwd-group>
<kwd>lobectomy</kwd>
<kwd>segmentectomy</kwd>
<kwd>survival</kwd>
<kwd>non-small cell lung cancer</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="32"/>
<page-count count="9"/>
<word-count count="2950"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Surgical Oncology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The incidence and mortality of lung cancer has been increasing over the past decades (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). For stage IA non-small cell lung cancer (NSCLC), surgery remains the standard treatment method (<xref ref-type="bibr" rid="B2">2</xref>). In traditional concepts, lobectomy is the standard surgical procedure for these patients. However, in recent years, with the introduction of minimally invasive concepts, how to protect lung function as much as possible under the same survival efficacy has received attention from thoracic surgeons around the world (<xref ref-type="bibr" rid="B3">3</xref>). For stage IA1-2 (T1a-bN0M0) NSCLC, segmentectomy has been proven to have better perioperative efficacy, lung function protection, and noninferior survival efficacy compared with lobectomy (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). However, whether this conclusion is valid in stage IA3 NSCLC remains controversial in clinical practice.</p>
<p>To clarify this debate, several studies have been conducted in the past decade. Ogawa et&#xa0;al.&#x2019;s and Deng et&#xa0;al.&#x2019;s studies suggested that lobectomy achieved better overall survival (OS) and disease-free survival (DFS) than segmentectomy (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). However, Forster et&#xa0;al.&#x2019;s and Wang et&#xa0;al.&#x2019;s studies did not find a survival advantage in the lobectomy group, and there were more complications in the lobectomy group (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Kamigaichi et&#xa0;al.&#x2019;s and Yamashita et&#xa0;al.&#x2019;s studies did not find any differences in the efficacy of survival and safety between the two groups (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>To clarify this controversy, we compared the survival and perioperative outcomes between lobectomy and segmentectomy procedures.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Search strategy</title>
<p>This study adhered to the PRISMA guidelines (meta-analysis) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>) (<xref ref-type="bibr" rid="B13">13</xref>). The study was preregistered on PROSPERO (ID: CRD42023445013). Then, we systematically searched seven databases (including Web of Science, EMBASE, etc.) until May 25, 2023. MeSH terms such as &#x201c;lobectomy,&#x201d; &#x201c;segmentectomy,&#x201d; and &#x201c;lung cancer&#x201d; were employed. The retrieval strategies can be found in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>. Additionally, we conducted a thorough search of the references in the retrieved literature to identify relevant articles.</p>
<sec id="s2_1_1">
<title>Inclusion and exclusion criteria</title>
<p>Studies had to meet the following inclusion criteria:</p>
<list list-type="simple">
<list-item>
<p>(1) Population: patients diagnosed with stage IA3 (T1cN0M0) NSCLC based on The Eighth Edition Lung Cancer Stage Classification (<xref ref-type="bibr" rid="B14">14</xref>).</p>
</list-item>
<list-item>
<p>(2) Intervention and comparison: lobectomy <italic>vs.</italic> segmentectomy.</p>
</list-item>
<list-item>
<p>(3) Outcomes: survival, intraoperative outcomes, hospitalization outcomes, recurrences, and complications.</p>
</list-item>
<list-item>
<p>(4) Study design: randomized controlled trial (RCT) or cohort study.</p>
</list-item>
</list>
<p>When the same patient populations were involved in 2 or more studies, RCT and propensity score matching study would be prioritized, and if not, study with the largest sample size should be prioritized for inclusion. Animal experiments, meta-analyses, letters, commentaries, and reviews were excluded.</p>
</sec>
</sec>
<sec id="s2_2">
<title>Data extraction</title>
<p>Two independent investigators extracted the following data: baseline characteristic data, survival data (OS and DFS), intraoperative outcomes (operative time, etc.), recurrences (total, locoregional, and distant), hospitalization outcomes (hospital stay, etc.), and complications.</p>
<sec id="s2_2_1">
<title>Outcome assessments</title>
<p>At 1-5 years, overall survival rate (OSR) and disease-free survival rate (DFSR) were analyzed. Subgroup analyses of OS and DFS were also conducted based on factors such as publication year, nation, stage, and data sources.</p>
</sec>
</sec>
<sec id="s2_3">
<title>Quality assessment</title>
<p>To evaluate the quality of cohort studies, we employed the Newcastle-Ottawa Scale (NOS), which incorporates three elements: comparability, selection, and outcome. High-quality studies scored 8 or 9 points and medium-quality studies scored 6 or 7 points (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Therefore, the highest-quality study would score 9 points. In our analysis, high-quality studies were defined as those that scored 8 or 9 points, and medium-quality studies were those that scored 6 or 7 points.</p>
<p>To assess the evidence level of the results, the Grades of Recommendations Assessment, Development, and Evaluation (GRADE) was utilized, which incorporated five components: publication bias, inconsistency, indirectness, risk of bias, and imprecision. Four levels of evidence existed: high, moderate, low, and very low (<xref ref-type="bibr" rid="B16">16</xref>).</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>Review Manager 5.3 and STATA 12.0 were utilized for data analysis. Survival data were evaluated using hazard ratios (HRs), with HR &gt; 1 indicating support for the lobectomy group. Meanwhile, the mean difference (MD) was used to analyze continuous variables, and the risk ratio (RR) was used to analyze dichotomous variables. The corresponding 95% confidence interval (95%CI) was calculated, and statistical significance was set at P&lt;0.05. Heterogeneity was evaluated using the <italic>I</italic>
<sup>2</sup> statistic and &#x3c7;2 test. When heterogeneity was acceptable (<italic>I</italic>
<sup>2</sup> &lt; 50%), a fixed-effects model was employed. Conversely, a random-effects model was employed. Funnel plots (<xref ref-type="bibr" rid="B17">17</xref>), Egger&#x2019;s test (<xref ref-type="bibr" rid="B18">18</xref>), and Begg&#x2019;s test (<xref ref-type="bibr" rid="B19">19</xref>) were conducted to assess publication bias. Sensitivity analyses were performed by omitting individual studies to determine whether results were dependent on a single study (<xref ref-type="bibr" rid="B20">20</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Study characteristics</title>
<p>After careful screening of 3678 studies, 10 studies met the inclusion criteria (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The baseline characteristics are summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Among them, five studies were performed in Asia (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B23">23</xref>), and five studies were performed in America and Europe (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>). According to the NOS, 6 studies (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>) were of high quality, and 4 studies (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B24">24</xref>) were of medium quality (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). The quality of evidence assessed using the GRADE was found to be low to very low for all outcomes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S4</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flow chart of the study selection process.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1270030-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Baseline characteristics of included literatures.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="3" colspan="2" align="center">Study</th>
<th valign="middle" rowspan="3" align="center">Country</th>
<th valign="middle" rowspan="3" align="center">Period (year)</th>
<th valign="middle" rowspan="3" align="center">Groups</th>
<th valign="middle" rowspan="3" align="center">Patients</th>
<th valign="middle" rowspan="3" align="center">Sex (M/F)</th>
<th valign="middle" rowspan="3" align="center">Age (Mean, year)</th>
<th valign="middle" rowspan="3" align="center">Stage</th>
<th valign="middle" colspan="3" align="center">Histology</th>
<th valign="middle" colspan="5" align="center">Lesion location (lobes)</th>
<th valign="middle" rowspan="3" align="center">Follow up (months)</th>
</tr>
<tr>
<th valign="middle" rowspan="2" align="center">SCC</th>
<th valign="middle" rowspan="2" align="center">AC</th>
<th valign="middle" rowspan="2" align="center">others</th>
<th valign="middle" colspan="3" align="center">Right</th>
<th valign="middle" colspan="2" align="left">Left</th>
</tr>
<tr>
<th valign="middle" align="center">Upper</th>
<th valign="middle" align="center">Middle</th>
<th valign="middle" align="center">Lower</th>
<th valign="middle" align="center">Upper</th>
<th valign="middle" align="center">Lower</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="center">2023</td>
<td valign="middle" rowspan="2" align="center">Forster (<xref ref-type="bibr" rid="B9">9</xref>)</td>
<td valign="middle" rowspan="2" align="center">Switzerland</td>
<td valign="middle" rowspan="2" align="center">2014-2021</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">81</td>
<td valign="middle" align="center">39/42</td>
<td valign="middle" align="center">68</td>
<td valign="middle" rowspan="2" align="center">Pathologic T1cN0M0</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">32</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">81</td>
<td valign="middle" align="center">40/41</td>
<td valign="middle" align="center">71</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">65</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">30</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2022</td>
<td valign="middle" rowspan="2" align="center">Wang (<xref ref-type="bibr" rid="B10">10</xref>)</td>
<td valign="middle" rowspan="2" align="center">USA</td>
<td valign="middle" rowspan="2" align="center">2004-2015</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">503</td>
<td valign="middle" align="center">247/256</td>
<td valign="middle" align="center">69.6</td>
<td valign="middle" rowspan="2" align="center">Pathologic T1cN0M0</td>
<td valign="middle" align="center">124</td>
<td valign="middle" align="center">187</td>
<td valign="middle" align="center">192</td>
<td valign="middle" colspan="3" align="center">254</td>
<td valign="middle" colspan="2" align="center">249</td>
<td valign="middle" align="center">45</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">252</td>
<td valign="middle" align="center">114/138</td>
<td valign="middle" align="center">69.8</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">95</td>
<td valign="middle" align="center">107</td>
<td valign="middle" colspan="3" align="center">125</td>
<td valign="middle" colspan="2" align="center">127</td>
<td valign="middle" align="center">48</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2022</td>
<td valign="middle" rowspan="2" align="center">Soh (<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="middle" rowspan="2" align="center">Japan</td>
<td valign="middle" rowspan="2" align="center">&#x2013;</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">1871</td>
<td valign="middle" align="center">1104/767</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" rowspan="2" align="center">Clinical T1cN0M0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">1454</td>
<td valign="middle" align="center">417</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" rowspan="1" align="center">66.5</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">129</td>
<td valign="middle" align="center">78/51</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">121</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2022</td>
<td valign="middle" rowspan="2" align="center">Peng (<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="middle" rowspan="2" align="center">USA</td>
<td valign="middle" rowspan="2" align="center">2010-2016</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">18990</td>
<td valign="middle" align="center">9153/9837</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" rowspan="2" align="center">Pathologic T1cN0M0</td>
<td valign="middle" align="center">6134</td>
<td valign="middle" align="center">12192</td>
<td valign="middle" align="center">665</td>
<td valign="middle" colspan="3" align="center">11014</td>
<td valign="middle" colspan="2" align="center">7976</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">945</td>
<td valign="middle" align="center">440/505</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">332</td>
<td valign="middle" align="center">581</td>
<td valign="middle" align="center">32</td>
<td valign="middle" colspan="3" align="center">415</td>
<td valign="middle" colspan="2" align="center">530</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2022</td>
<td valign="middle" rowspan="2" align="center">Kadeetham (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="middle" rowspan="2" align="center">Thailand</td>
<td valign="middle" rowspan="2" align="center">2016-2020</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">24/36</td>
<td valign="middle" align="center">65.3</td>
<td valign="middle" rowspan="2" align="center">Pathologic T1cN0M0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">7/10</td>
<td valign="middle" align="center">68.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2021</td>
<td valign="middle" rowspan="2" align="center">Chan (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="middle" rowspan="2" align="center">USA</td>
<td valign="middle" rowspan="2" align="center">2013-2016</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">279</td>
<td valign="middle" align="center">132/147</td>
<td valign="middle" align="center">68.8</td>
<td valign="middle" rowspan="2" align="center">Clinical T1cN0M0</td>
<td valign="middle" align="center">83</td>
<td valign="middle" align="center">178</td>
<td valign="middle" align="center">18</td>
<td valign="middle" colspan="3" align="center">169</td>
<td valign="middle" colspan="2" align="center">109</td>
<td valign="middle" align="center">60</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">90</td>
<td valign="middle" align="center">44/46</td>
<td valign="middle" align="center">71.5</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">5</td>
<td valign="middle" colspan="3" align="center">47</td>
<td valign="middle" colspan="2" align="center">43</td>
<td valign="middle" align="center">56.4</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2020</td>
<td valign="middle" rowspan="2" align="center">Kamigaichi (<xref ref-type="bibr" rid="B11">11</xref>)</td>
<td valign="middle" rowspan="2" align="center">Japan</td>
<td valign="middle" rowspan="2" align="center">2007-2017</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">19/18</td>
<td valign="middle" align="center">71</td>
<td valign="middle" rowspan="2" align="center">Clinical T1cN0M0</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">8</td>
<td valign="middle" rowspan="1" align="center">42.2</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">19/18</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2015</td>
<td valign="middle" rowspan="2" align="center">Ogawa (<xref ref-type="bibr" rid="B7">7</xref>)</td>
<td valign="middle" rowspan="2" align="center">Japan</td>
<td valign="middle" rowspan="2" align="center">1994-2005</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">147</td>
<td valign="middle" align="center">85/62</td>
<td valign="middle" align="center">63.9</td>
<td valign="middle" rowspan="2" align="center">Clinical T1cN0M0</td>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">123</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">63</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">28</td>
<td valign="middle" rowspan="1" align="center">93.4</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">19/12</td>
<td valign="middle" align="center">65.2</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">8</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2014</td>
<td valign="middle" rowspan="2" align="center">Deng (<xref ref-type="bibr" rid="B8">8</xref>)</td>
<td valign="middle" rowspan="2" align="center">USA</td>
<td valign="middle" rowspan="2" align="center">1997-2012</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">93</td>
<td valign="middle" align="center">48/45</td>
<td valign="middle" align="center">71.4</td>
<td valign="middle" rowspan="2" align="center">Pathologic T1cN0M0</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">19</td>
<td valign="middle" colspan="3" align="center">58</td>
<td valign="middle" colspan="2" align="center">35</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">17/14</td>
<td valign="middle" align="center">71.5</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">8</td>
<td valign="middle" colspan="3" align="center">15</td>
<td valign="middle" colspan="2" align="center">16</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">2012</td>
<td valign="middle" rowspan="2" align="center">Yamashita (<xref ref-type="bibr" rid="B12">12</xref>)</td>
<td valign="middle" rowspan="2" align="center">Japan</td>
<td valign="middle" rowspan="2" align="center">2003-2011</td>
<td valign="middle" align="left">Lobectomy</td>
<td valign="middle" align="center">52</td>
<td valign="middle" align="center">26/26</td>
<td valign="middle" align="center">68</td>
<td valign="middle" rowspan="2" align="center">Pathologic T1cN0M0</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="left">Segmentectomy</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">6/8</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>AC, adenocarcinoma; M/F, male/female; TNM, Tumor Node Metastasis; SCC, squamous cell carcinoma.</p>
</fn>
<fn id="fnT1_1">
<label>a</label>
<p>Pathological TNM stage was according to 8th edition of TNM classification.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3_1_1">
<title>Survival</title>
<p>The lobectomy group showed better OS than the segmentectomy group (HR: 1.19 [1.07~1.33], <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Subgroup analyses indicated that the lobectomy group had a higher OSR at 2 years (RR: 1.03 [1.00~1.06]), 3 years (RR: 1.04 [1.01~1.08]), 4 years (RR: 1.09 [1.04~1.13]) and 5 years (RR: 1.11 [1.06~1.17]) (<xref ref-type="supplementary-material" rid="SF1">
<bold>Figures S1</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). The OSR in the lobectomy group showed an increasing trend over time (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Forest plots of overall survival and disease-free survival associated with lobectomy versus segmentectomy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1270030-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Comparisons of overall survival rate (1-5 years, <bold>A</bold>: trend of overall survival rate; <bold>C</bold>: trend of risk ratios) and disease-free survival rate (1-5 years, <bold>B</bold>: trend of disease-free survival rate; <bold>D</bold>: trend of risk ratios) associated with lobectomy versus segmentectomy according to survival time.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1270030-g003.tif"/>
</fig>
<p>The lobectomy group showed better DFS than the segmentectomy group (HR: 1.37 [1.10~1.71], <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Subgroup analyses indicated that the lobectomy group had a higher DFSR at 4 years (RR: 1.12 [1.03~1.22]) and 5 years (RR: 1.13 [1.02~1.24]) (<xref ref-type="supplementary-material" rid="SF2">
<bold>Figures S2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3B</bold>
</xref>). The DFSR in the lobectomy group showed an increasing trend over time (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>).</p>
<p>The two groups had similar total recurrences (RR: 1.27 [0.62~2.62]), locoregional recurrences (RR: 1.11 [0.46~2.68]) and distant recurrences (RR: 1.44 [0.60~3.48]) (<xref ref-type="supplementary-material" rid="SF3">
<bold>Figure S3</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s3_2">
<title>Subgroup analysis of survival</title>
<p>Subgroup analyses were performed according to published year, nation, stage, and data sources. The survival advantages of the lobectomy group were achieved in all subgroups (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Subgroup analysis of overall survival and disease-free survival associated with lobectomy versus segmentectomy.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Subgroups</th>
<th valign="middle" rowspan="2" align="center">No. of studies</th>
<th valign="middle" colspan="2" align="center">Overall Survival</th>
<th valign="middle" rowspan="2" align="center">No. of studies</th>
<th valign="middle" colspan="2" align="center">Disease-Free Survival</th>
</tr>
<tr>
<th valign="middle" align="center">HR (95% CI)</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">HR (95% CI)</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>Total</bold>
</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">1.19 (1.07-1.33)</td>
<td valign="middle" align="center">0.002</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">1.37 (1.10-1.71)</td>
<td valign="middle" align="center">0.005</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Published year</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Earlier than 2020</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">2.39 (1.34-4.24)</td>
<td valign="middle" align="center">0.003</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">2.16 (1.23-3.81)</td>
<td valign="middle" align="center">0.008</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;2020-</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">1.16 (1.04-1.30)</td>
<td valign="middle" align="center">0.009</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">1.27 (1.00-1.60)</td>
<td valign="middle" align="center">0.05</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Nation</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Asia</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">1.76 (1.18-2.64)</td>
<td valign="middle" align="center">0.006</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">1.39 (1.03-1.89)</td>
<td valign="middle" align="center">0.03</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Europe and America</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">1.16 (1.03-1.30)</td>
<td valign="middle" align="center">0.001</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">1.35 (0.98-1.84)</td>
<td valign="middle" align="center">0.06</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Stage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Pathologic</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">1.17 (1.03-1.32)</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">3.13 (1.30-7.53)</td>
<td valign="middle" align="center">0.01</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Clinical</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">1.33 (1.02-1.75)</td>
<td valign="middle" align="center">0.04</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">1.30 (1.04-1.63)</td>
<td valign="middle" align="center">0.02</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Data sources</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Hospital</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">1.33 (1.00-1.77)</td>
<td valign="middle" align="center">0.05</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">1.35 (1.02-1.79)</td>
<td valign="middle" align="center">0.03</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Database</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">1.17 (1.04-1.32)</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">1.40 (0.98-1.99)</td>
<td valign="middle" align="center">0.06</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CI, confidence interval; HR, hazard ratio; No., number.</p>
</fn>
<fn>
<p>When the HR &gt; 1, the results supported the lobectomy group.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3_2_1">
<title>Intraoperative indicators</title>
<p>More lymph node dissections (MD: 5.27 [0.76~9.79], <italic>p</italic> = 0.02, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) and intraoperative blood loss (MD: 50.32 [31.16~69.48] ml, <italic>p</italic> &lt; 0.00001, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) were found in the lobectomy group. The segmentectomy group tended to have a more favorable operative time (MD: 4.17 [-0.16~8.49] minutes, <italic>p</italic> = 0.06, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), without statistical significance.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Forest plots of operative time <bold>(A)</bold> lymph nodes dissection <bold>(B)</bold> and intraoperative blood loss <bold>(C)</bold> associated with lobectomy versus segmentectomy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1270030-g004.tif"/>
</fig>
</sec>
<sec id="s3_2_2">
<title>Hospitalization indicators</title>
<p>Similar drainage times (MD: 0.54 [-0.33~1.41] days<bold>)</bold> and hospital stays (MD: 0.47 [-0.46~1.39] days<bold>)</bold> were found between the two groups (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Forest plots of postoperative hospital stay <bold>(A)</bold> and postoperative drainage time <bold>(B)</bold> associated with lobectomy versus segmentectomy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1270030-g005.tif"/>
</fig>
</sec>
<sec id="s3_2_3">
<title>Complications</title>
<p>More total complications were found in the lobectomy group (RR: 1.28 [1.04~1.59], <italic>p</italic> = 0.02). Similar severe complications, 90-day mortality, conversion thoracotomy, pulmonary complications, cardiac complications, reoperation, readmission, atrial fibrillation, air leak &gt;5 days, postoperative bleeding, acute renal failure, urinary retention, acute myocardial infarction, embolism, chylothorax, empyema and wound infection were found between the groups (<xref ref-type="supplementary-material" rid="SF4">
<bold>Figure S4</bold>
</xref>).</p>
</sec>
<sec id="s3_2_4">
<title>Sensitivity analysis</title>
<p>A sensitivity analysis was performed for comparisons with high heterogeneity (recurrences, lymph node dissection, postoperative hospital stays and drainage time). The RR/HR/MD and 95% CI did not change significantly after removal of any single study, which indicated that the results were stable (<xref ref-type="supplementary-material" rid="SF5">
<bold>Figure S5</bold>
</xref>).</p>
</sec>
<sec id="s3_2_5">
<title>Publication bias</title>
<p>Funnel plots (OS and DFS) showed no significant publication bias, which was also confirmed by Egger&#x2019;s and Begg&#x2019;s tests (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF6">
<bold>S6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Funnel plot of overall survival and disease-free survival.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1270030-g006.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>For a long time, lobectomy is the standard surgical procedure for stage I NSCLC (<xref ref-type="bibr" rid="B25">25</xref>). In recent years, some evidence has shown that segmentectomy has better outcomes than lobectomy in stage IA1-2 (T1a-bN0M0) NSCLC (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). However, whether this conclusion is valid in stage IA3 (T1cN0M0) NSCLC remains controversial in clinical practice. This meta-analysis compared the two surgical procedures in IA3 (T1cN0M0) NSCLC. The results suggested that the lobectomy group achieved better OS and DFS. The survival advantages in the lobectomy group increased over the survival time. More lymph nodes dissection, intraoperative blood loss and complications were found in lobectomy group.</p>
<p>Better survival is the main advantage with lobectomy, and this advantage will increase with the prolongation of survival. The OSR-5y is 71% in the lobectomy group and 57% in the segmentectomy group. Tendency for survival advantage were supported by six included studies (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Yu et&#xa0;al.&#x2019;s study based on 9580 patients also suggested that lobectomy and complete lymph node dissection should be the recommended standard of care for patients with stage IA3 NSCLC (<xref ref-type="bibr" rid="B26">26</xref>). Three reasons may explain this result: (1) Farther tumor margins reduce the possibility of local tumor recurrence in the lobectomy group (<xref ref-type="bibr" rid="B8">8</xref>); (2) More lymph node dissection numbers reduce the lymph node recurrence in the lobectomy group (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B24">24</xref>); (3) Some N1 lymph nodes were not removed in the segmentectomy group, which may affect the staging judgment. Higher actual pathologic staging may affect the prognosis of patients in the segmentectomy group (<xref ref-type="bibr" rid="B7">7</xref>). Meanwhile, the survival advantage of lobectomy was proved in all subgroups according to the published year, nation, stage, and data sources. Therefore, we believe that lobectomy should be performed for stage IA3 NSCLC, which not only meets the requirements of the guidelines but also meets the survival needs of patients</p>
<p>Surgical safety is another important indicator for evaluating surgery. Lower intraoperative and postoperative complications often indicate better quality of life and lower costs (<xref ref-type="bibr" rid="B27">27</xref>). In this study, more operative time and intraoperative blood loss were found during lobectomy procedure, which is consistent with the actual situation in our surgeries. From the specific data, an average bleeding increment of 50.22&#xa0;ml and a 4.17 minutes surgical time increment per surgery are acceptable by most patients and surgeons. Meanwhile, more total complications were found in the lobectomy group (RR: 1.28 [1.04~1.59]), which is also in line with our actual postoperative situation. Similar results were also reported in the Ichinose et&#xa0;al.&#x2019;s study based on 59663 patients (<xref ref-type="bibr" rid="B28">28</xref>). However, no significant difference was found in the comparison of all single complications. Pulmonary complications and atrial fibrillation are the two most common complications after lung surgery, with incidence rates of approximately 20% in each group, respectively. Meanwhile, age, operation time and number of lymph node dissected during operation are independent risk factors affecting postoperative complications (<xref ref-type="bibr" rid="B29">29</xref>). Thus, although lobectomy may result in better survival outcomes, its more frequent complications need to be taken seriously.</p>
<p>The main consideration for choosing segmentectomy is to protect lung function as much as possible. For NSCLC up to 2&#xa0;cm, Bao et&#xa0;al. (<xref ref-type="bibr" rid="B30">30</xref>) and Ji et&#xa0;al. (<xref ref-type="bibr" rid="B29">29</xref>) reported that segmentectomy shows less loss of lung function than lobectomy. Xu et&#xa0;al. (<xref ref-type="bibr" rid="B31">31</xref>) suggested that segmentectomy is helpful to minimize the loss of FVC, but not FEV1 or DLCO. However, for tumors of this size (2-3&#xa0;cm), in order to ensure sufficient distance between the tumor margins, segmental resection of lung tissue is often larger than single lung segment, and even requires combined segmental resection. In these patients, it is controversial whether lung function could be protected, as compared to lobectomy (<xref ref-type="bibr" rid="B32">32</xref>). In the current study, due to database limitations, no analysis results related to lung function protection have been obtained, which is important in the future research.</p>
<p>There are still some limitations in the study. First, all retrieved databases are in English, which might result in some non-English published papers that meet the standards not being included. Second, the evidence level of all results is low or very low, which may reduce the credibility of the conclusion. Third, data of lung function was lacking in all the included studies, and it is important to compare the two surgery procedures. Fourth, there are two forms of staging: clinical staging and pathological staging, which might increase the heterogeneity. Fifth, the data sources are different because some of the data were from large databases and some were from single centers, which might increase the heterogeneity.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>In summary, lobectomy appeared to be the better choice for patients with stage IA3 NSCLC with better survival (OS and DFS). The survival advantages in the lobectomy group increased over the survival time. Meanwhile, more attention should be given to the control of postoperative complications. However, due to insufficient evidence of the results, large sample RCTs need to be conducted to confirm the conclusion.</p>
</sec>
<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/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>WZ: Conceptualization, Data curation, Formal Analysis, Methodology, Resources, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SC: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Writing &#x2013; original draft. XL: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Software, Writing &#x2013; original draft. HC: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Software, Writing &#x2013; original draft. RH: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by Natural Science Foundation of Fujian Province (grant no: 2020J011291). Role of the Funding: The funding had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank professor Wenxiong Zhang, MD (The second affiliated hospital of Nanchang University) for his statistical advice.</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&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2023.1270030/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2023.1270030/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.tif" id="SF1" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Comparisons of overall survival rate (1-5 years) associated with lobectomy versus segmentectomy.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.tif" id="SF2" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>Comparisons of disease-free survival rate (1-5 years) associated with lobectomy versus segmentectomy.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_3.tif" id="SF3" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>Comparisons of recurrences associated with lobectomy versus segmentectomy.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_4.tif" id="SF4" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;4</label>
<caption>
<p>Forest plots of complications associated with lobectomy versus segmentectomy.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_5.tif" id="SF5" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;5</label>
<caption>
<p>Sensitivity analysis of recurrences <bold>(A)</bold>, lymph nodes dissection <bold>(B)</bold>, postoperative hospital stay <bold>(C)</bold> and postoperative drainage time <bold>(D)</bold>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_6.tif" id="SF6" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;6</label>
<caption>
<p>Egger&#x2019;s and Begg&#x2019;s tests of overall survival <bold>(A)</bold> and disease-free survival <bold>(B)</bold>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_3.doc" id="SM3" mimetype="application/msword"/>
<supplementary-material xlink:href="Table_4.doc" id="SM4" mimetype="application/msword"/>

</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>AC, adenocarcinoma; CI, confidence interval; CT, cohort study; DFS, disease-free survival; DFSR, disease-free survival rate; DLCO, diffusion capacity of lung to carbon monoxide; FEV1, Forced expiratory volume in one minute; FVC, forced Vital capacity; GRADE, Grading of Recommendations Assessment, Development and Evaluation; HR, hazard ratio; MD, mean difference; No., number; NOS, Newcastle-Ottawa Scale; NSCLC, Non-small cell lung cancer; OS, overall survival; OSR, overall survival rate; PRISMA, Preferred Reporting Items for Systematic Reviews and Meta-Analyses; RCT, randomized clinical trial; RR, risk ratio; SCC, squamous cell carcinoma; TNM, Tumor Node Metastasis.</p>
</fn>
</fn-group>
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