<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="research-article"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIRx Med</journal-id><journal-id journal-id-type="publisher-id">xmed</journal-id><journal-id journal-id-type="index">34</journal-id><journal-title>JMIRx Med</journal-title><abbrev-journal-title>JMIRx Med</abbrev-journal-title><issn pub-type="epub">2563-6316</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v5i1e56405</article-id><article-id pub-id-type="doi">10.2196/56405</article-id><article-categories><subj-group subj-group-type="heading"><subject>Original Paper</subject></subj-group></article-categories><title-group><article-title>Incidence of Postoperative Diabetes Mellitus After Roux-en-Y Reconstruction for Gastric Cancer: Retrospective Single-Center Cohort Study</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Onishi</surname><given-names>Tatsuki</given-names></name><degrees>MPH, MD</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="aff" rid="aff3">3</xref></contrib></contrib-group><aff id="aff1"><institution>Data Science and AI Innovation Research Promotion Center, Shiga University</institution>, <addr-line>1 Chome-1-1 Bamba</addr-line><addr-line>Hikone, Shiga</addr-line>, <country>Japan</country></aff><aff id="aff2"><institution>Department of Anesthesia, Juntendo University Shizuoka Hospital</institution>, <addr-line>Izunokuni, Shizuoka</addr-line>, <country>Japan</country></aff><aff id="aff3"><institution>Department of Anesthesia, Kyowa Hospital</institution>, <addr-line>Kyoto</addr-line>, <country>Japan</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Leung</surname><given-names>Tiffany</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Fairhurst</surname><given-names>Vanessa</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Olivier</surname><given-names>James</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Oladoyin</surname><given-names>Olajumoke</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Machado</surname><given-names>Maria J C</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Arogundade</surname><given-names>Femi Qudus</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Noushad</surname><given-names>Mohammed</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Jiwani</surname><given-names>Rozmin</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Tatsuki Onishi, MPH, MD, Data Science and AI Innovation Research Promotion Center, Shiga University, 1 Chome-1-1 Bamba, Hikone, Shiga, 522-0069, Japan, +81 749 27 1030; <email>bougtoir@gmail.com</email></corresp></author-notes><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>14</day><month>8</month><year>2024</year></pub-date><volume>5</volume><elocation-id>e56405</elocation-id><history><date date-type="received"><day>15</day><month>01</month><year>2024</year></date><date date-type="rev-recd"><day>19</day><month>06</month><year>2024</year></date><date date-type="accepted"><day>20</day><month>06</month><year>2024</year></date></history><copyright-statement>&#x00A9; Tatsuki Onishi. Originally published in JMIRx Med (<ext-link ext-link-type="uri" xlink:href="https://med.jmirx.org">https://med.jmirx.org</ext-link>), 14.8.2024. </copyright-statement><copyright-year>2024</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIRx Med, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://med.jmirx.org/">https://med.jmirx.org/</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://xmed.jmir.org/2024/1/e56405"/><related-article related-article-type="companion" ext-link-type="doi" xlink:href="10.1101/2024.01.13.24301276" xlink:title=" Preprint (medRxiv)" xlink:type="simple">https://www.medrxiv.org/content/10.1101/2024.01.13.24301276v1</related-article><related-article related-article-type="companion" ext-link-type="doi" xlink:href="10.2196/63862" xlink:title="Peer-Review Report by Vanessa Fairhurst, James Olivier, Olajumoke Oladoyin, Maria J C Machado, Femi Qudus Arogundade, Mohammed Noushad, and Rozmin Jiwani" xlink:type="simple">https://med.jmirx.org/2024/1/e63862</related-article><related-article related-article-type="companion" ext-link-type="doi" xlink:href="10.2196/63859" xlink:title=" Author's Response to Peer-Review Reports" xlink:type="simple">https://med.jmirx.org/2024/1/e63859</related-article><abstract><sec><title>Background</title><p>Sleeve gastrectomy is an effective surgical option for morbid obesity, and it improves glucose homeostasis. In patients with gastric cancer and type 2 diabetes mellitus (DM), gastrectomy, including total gastrectomy, is beneficial for glycemic control.</p></sec><sec><title>Objective</title><p>This study aims to clarify the effects of gastrectomy and different reconstructive techniques on the incidence of postoperative DM in patients with gastric cancer.</p></sec><sec sec-type="methods"><title>Methods</title><p>This retrospective, single-center, cohort study included 715 patients without DM who underwent total gastrectomy at the Tokyo Metropolitan Bokutoh Hospital between August 2005 and March 2019. Patients underwent reconstruction by Roux-en-Y (RY) gastric bypass or other surgical techniques (OT), with DM onset determined by hemoglobin A<sub>1c</sub> levels or medical records. Analyses included 2-sample, 2-tailed <italic>t</italic> tests; <italic>&#x03C7;</italic><sup>2</sup> tests; and the Kaplan-Meier method with log-rank tests to compare the onset curves between the RY and OT groups, along with additional curves stratified by sex. A Swimmer plot for censoring and new-onset DM was implemented.</p></sec><sec sec-type="results"><title>Results</title><p>Stratified data analysis compared the RY and OT reconstruction methods. The hazard ratio was 1.52 (95% CI 1.06-2.18; <italic>P</italic>=.02), which indicated a statistically significant difference in the incidence of new-onset diabetes between the RY and OT groups in patients with gastric cancer. The hazard ratio after propensity score matching was 1.42 (95% CI 1.09-1.86; <italic>P</italic>=.009).</p></sec><sec sec-type="conclusions"><title>Conclusions</title><p>This first-of-its-kind study provides insight into how different methods of gastric reconstruction affect postoperative diabetes. The results suggest significant differences in new-onset DM after surgery based on the reconstruction method. This research highlights the need for careful surgical planning to consider potential postoperative DM, particularly in patients with a family history of DM. Future studies should investigate the role of gut microbiota and other reconstructive techniques, such as laparoscopic jejunal interposition, in developing postoperative DM.</p></sec></abstract><kwd-group><kwd>diabetes mellitus</kwd><kwd>gastrectomy</kwd><kwd>gastric cancer surgery</kwd><kwd>glucose metabolism</kwd><kwd>postoperative diabetes onset</kwd><kwd>surgery outcomes</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Gastrectomy, particularly sleeve gastrectomy (SG), has been shown to be an effective surgical option for morbid obesity due to its low complication rates and significant weight loss results [<xref ref-type="bibr" rid="ref1">1</xref>-<xref ref-type="bibr" rid="ref5">5</xref>]. SG results in alteration of the appetite through the regulation of gut hormones, resulting in decreased hunger and increased satiety [<xref ref-type="bibr" rid="ref6">6</xref>]. SG also improves glucose homeostasis through resulting changes in gut hormone levels [<xref ref-type="bibr" rid="ref7">7</xref>]. Specifically, laparoscopic SG results in significant improvement in glucose metabolism in patients who are morbidly obese and has been found to stop the development of diabetes at a high rate [<xref ref-type="bibr" rid="ref8">8</xref>]. SG has been shown to improve blood glucose independently of weight loss by restoring hepatic insulin sensitivity [<xref ref-type="bibr" rid="ref9">9</xref>]. However, the effects of gastrectomy on patients who are not obese with type 2 diabetes mellitus (DM) are less clear, with some studies suggesting that gastrectomy may improve diabetic status [<xref ref-type="bibr" rid="ref10">10</xref>].</p><p>In patients with gastric cancer diagnosed with type 2 DM, gastrectomy has been found to have a positive impact on their glycemic control. Improvements in glycemic control, or even diabetes remission, have been reported after gastrectomy [<xref ref-type="bibr" rid="ref10">10</xref>-<xref ref-type="bibr" rid="ref15">15</xref>]. The extent of the gastrectomy, duration of diabetes, and method of reconstruction have been identified as important factors influencing the improvements in glycemic control [<xref ref-type="bibr" rid="ref10">10</xref>-<xref ref-type="bibr" rid="ref14">14</xref>]. Although the mechanisms underlying these effects are not fully understood, oncometabolic surgeries, including gastrectomy, have been suggested as a potential treatment for type 2 DM in patients with gastric cancer [<xref ref-type="bibr" rid="ref16">16</xref>].</p><p>Studies have shown that total gastrectomy (TG) is associated with improved glucose metabolism in patients with gastric cancer, resulting in a lower rate of newly diagnosed diabetes after surgery [<xref ref-type="bibr" rid="ref17">17</xref>]. However, the effects of gastrectomy on glucose metabolism in patients with and without diabetes have been inconsistent, with some studies reporting significant reductions in fasting blood glucose levels after gastrectomy [<xref ref-type="bibr" rid="ref18">18</xref>]. Furthermore, SG has been associated with significant reductions in hemoglobin A<sub>1c</sub> levels in patients without diabetes, suggesting its possible role in the prevention of type 2 DM [<xref ref-type="bibr" rid="ref19">19</xref>].</p><p>In terms of reconstruction after partial gastrectomy in patients with gastric cancer, both Roux-en-Y (RY) and Billroth II reconstructions have been considered acceptable options [<xref ref-type="bibr" rid="ref20">20</xref>]. RY reconstruction is often preferred for patients with gastric cancer, given that this procedure can lead to decreased reflux gastritis and esophagitis, decreased probability of cancer recurrence, and decreased incidence of surgical complications [<xref ref-type="bibr" rid="ref21">21</xref>]. RY reconstruction has also been found to be as effective as other methods with respect to nutritional status and postoperative outcomes [<xref ref-type="bibr" rid="ref22">22</xref>]. In comparison to Billroth II reconstruction, RY has been shown to have similar postoperative complications and better long-term outcomes [<xref ref-type="bibr" rid="ref23">23</xref>]. Furthermore, RY reconstruction without cutting has been the preferred method in cases of gastritis, bile reflux, and gastric residuals [<xref ref-type="bibr" rid="ref24">24</xref>].</p><p>Various studies have examined the impact of different reconstructive procedures on postoperative complications in patients with gastric cancer. It has been found that long-limb RY bypass reconstruction could lead to improved glycemic control [<xref ref-type="bibr" rid="ref25">25</xref>], and it has been observed that preexisting DM is associated with postoperative complications [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref26">26</xref>]. Several studies further support the benefits of RY reconstruction, with some indicating it to be more effective than Billroth II reconstruction [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>]. Additionally, significant improvements in DM control have been associated with RY reconstruction [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>].</p><p>Given these, the aim of this study was to investigate the incidence of new-onset DM in patients with gastric cancer after surgery and how this incidence varies with different types of surgical reconstruction, namely, the RY procedure and other alternative reconstruction techniques. While studies have investigated how surgical treatment for gastric cancer affects existing DM [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>], none have investigated the development of new-onset DM in patients without DM; to the best of our knowledge, this is the very first study to do so. Findings from this study could contribute valuable insights into the postoperative outcomes associated with different gastric reconstruction techniques. Such insights are vital for guiding clinical decisions and optimizing patient care, particularly in the context of mitigating the risk of developing DM after gastric surgery. Moreover, findings from this study are expected to have significant implications for both clinical practice and future research in the field of gastric surgery and DM prevention.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Ethical Considerations</title><p>The study was approved by the Tokyo Metropolitan Bokutoh Hospital&#x2019;s ethics committee (30-110) and conducted in accordance with the Declaration of Helsinki. Individual informed consent was waived because the data were deidentified and not trackable. No compensation was given.</p></sec><sec id="s2-2"><title>Study Participants</title><p>The study design was a retrospective, single-center, cohort study. A total of 715 patients who underwent TG as the definitive procedure and as a standby procedure at the Tokyo Metropolitan Bokutoh Hospital between August 2005 and March 2019 and were not diagnosed with DM at the time of surgery were included in the study. Whether the patients would undergo reconstruction through RY gastric bypass or other surgical techniques (OT) was chosen based on the preference of the surgeons, and the patients were grouped accordingly. The definite onset of diabetes in the patients was considered based on previous electronic medical records or when their hemoglobin A<sub>1c</sub> value was equal to or greater than 6.5 based on laboratory testing. The competing outcome was death. After a meticulous data curation process using Python (version 3.10; Python Software Foundation) that corrects for missing values and ensures appropriate data types, we obtained a dataset that was optimized for analysis and free of common data inconsistencies.</p></sec><sec id="s2-3"><title>Statistical Analysis</title><p>Basic statistical measures such as the mean, median, and SD were computed. Two-sample, 2-tailed <italic>t</italic> tests and chi-square tests were used to assess the difference in demographic characteristics between the 2 groups. In addition, the Kaplan-Meier method was used to estimate the onset function delineating the interval between the TG and the subsequent emergence of new-onset diabetes postoperatively and was augmented with log-rank tests to help compare the onset curves between the RY and OT groups, along with additional curvesstratified by sex, and the same analysis was carried out after propensity score matching. A Swimmer plot for censoring and new-onset DM was implemented. The abovementioned analyses were conducted using Python (version 3.10).</p></sec></sec><sec id="s3" sec-type="results"><title>Results</title><p>The characteristics of the patients included in the study at the time of the surgery are shown in <xref ref-type="table" rid="table1">Table 1</xref>. Of the 715 patients who had a gastrectomy, 489 (68.4%) underwent RY reconstruction.</p><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Demographics of study population.</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom" colspan="2">Characteristics</td><td align="left" valign="bottom">Missing data (N=715), n (%)</td><td align="left" valign="bottom">OT<sup><xref ref-type="table-fn" rid="table1fn1">a</xref></sup> (n=226)</td><td align="left" valign="bottom">RY<sup><xref ref-type="table-fn" rid="table1fn2">b</xref></sup> (n=489)</td><td align="left" valign="bottom"><italic>P</italic> value</td></tr></thead><tbody><tr><td align="left" valign="top" colspan="2">Cases (N=715), n (%)</td><td align="left" valign="top">&#x2014;<sup><xref ref-type="table-fn" rid="table1fn3">c</xref></sup></td><td align="left" valign="top">226 (31.6)</td><td align="left" valign="top">489 (68.4)</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top" colspan="2">Age (years), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">70.0 (10.4)</td><td align="left" valign="top">68.1 (10.6)</td><td align="left" valign="top">.03<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Male sex, n (%)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">139 (61.5)</td><td align="left" valign="top">363 (74.2)</td><td align="left" valign="top">.001<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Height (cm), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">157.9 (10.8)</td><td align="left" valign="top">160.6 (8.6)</td><td align="left" valign="top">.001<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Weight (kg), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">56.9 (14.8)</td><td align="left" valign="top">57.1 (11.1)</td><td align="left" valign="top">.87<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">BMI (kg/m<sup>2</sup>), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">24.6 (32.2)</td><td align="left" valign="top">22.1 (3.4)</td><td align="left" valign="top">.25<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2"><bold>ASA-PS<sup><xref ref-type="table-fn" rid="table1fn6">f</xref></sup>, n (%)</bold></td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="char" char="." valign="top">.03<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">1</td><td align="left" valign="top"/><td align="left" valign="top">21 (9.3)</td><td align="left" valign="top">27 (5.5)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">2</td><td align="left" valign="top"/><td align="left" valign="top">167 (73.9)</td><td align="left" valign="top">384 (78.5)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">3</td><td align="left" valign="top"/><td align="left" valign="top">34 (15)</td><td align="left" valign="top">77 (15.7)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">4</td><td align="left" valign="top"/><td align="left" valign="top">4 (1.8)</td><td align="left" valign="top">1 (0.2)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="2">Total intravenous anesthesia, n (%)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">6 (2.7)</td><td align="left" valign="top">43 (8.8)</td><td align="left" valign="top">.004<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Nerve block, n (%)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">210 (92.9)</td><td align="left" valign="top">462 (94.5)</td><td align="left" valign="top">.52<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Bleeding (mL), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">362.5 (301.7)</td><td align="left" valign="top">582.8 (639.1)</td><td align="left" valign="top">&#x003C;.001<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Blood transfusion (mL), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">23.8 (111.9)</td><td align="left" valign="top">108.6 (373.3)</td><td align="left" valign="top">&#x003C;.001<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Urine (mL), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">364.4 (319.7)</td><td align="left" valign="top">383.0 (321.1)</td><td align="left" valign="top">.47<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Infusion (mL), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">2185.4 (697.0)</td><td align="left" valign="top">2545.5 (929.5)</td><td align="left" valign="top">&#x003C;.001<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Operating room time (min), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">298.4 (74.4)</td><td align="left" valign="top">317.5 (76.8)</td><td align="left" valign="top">.002<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Anesthesia time (mL), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">275.5 (75.0)</td><td align="left" valign="top">295.7 (76.3)</td><td align="left" valign="top">.001<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2">Operation time (mL), mean (SD)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">225.2 (69.6)</td><td align="left" valign="top">244.5 (71.8)</td><td align="left" valign="top">.001<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td></tr><tr><td align="left" valign="top" colspan="2"><bold>T<sup><xref ref-type="table-fn" rid="table1fn7">g</xref></sup> (OT: n=126, RY: n=252), n (%)</bold></td><td align="char" char="." valign="top">337 (47.1)</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="char" char="." valign="top">&#x003C;.001<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">1</td><td align="left" valign="top"/><td align="left" valign="top">56 (44.4)</td><td align="left" valign="top">64 (25.4)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">2</td><td align="left" valign="top"/><td align="left" valign="top">46 (36.5)</td><td align="left" valign="top">81 (32.1)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">3</td><td align="left" valign="top"/><td align="left" valign="top">20 (15.9)</td><td align="left" valign="top">88 (34.9)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">4</td><td align="left" valign="top"/><td align="left" valign="top">4 (3.2)</td><td align="left" valign="top">17 (6.7)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">0</td><td align="left" valign="top"/><td align="left" valign="top">0 (0)</td><td align="left" valign="top">2 (0.8)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="2"><bold>M<sup><xref ref-type="table-fn" rid="table1fn8">h</xref></sup> (OT: n=126, RY: n=251), n (%)</bold></td><td align="char" char="." valign="top">338 (47.3)</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="char" char="." valign="top">.35<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">0</td><td align="left" valign="top"/><td align="left" valign="top">123 (97.6)</td><td align="left" valign="top">248 (98.8)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">1</td><td align="left" valign="top"/><td align="left" valign="top">3 (2.4)</td><td align="left" valign="top">2 (0.8)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">3</td><td align="left" valign="top"/><td align="left" valign="top">0 (0)</td><td align="left" valign="top">1 (0.4)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="2"><bold>N<sup><xref ref-type="table-fn" rid="table1fn9">i</xref></sup> (OT: n=125, RY: n=249), n (%)</bold></td><td align="char" char="." valign="top">341 (47.7)</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="char" char="." valign="top">&#x003C;.001<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">0</td><td align="left" valign="top"/><td align="left" valign="top">76 (60.8)</td><td align="left" valign="top">94 (37.8)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">1</td><td align="left" valign="top"/><td align="left" valign="top">29 (23.2)</td><td align="left" valign="top">71 (28.5)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">2</td><td align="left" valign="top"/><td align="left" valign="top">19 (15.2)</td><td align="left" valign="top">63 (25.3)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">3</td><td align="left" valign="top"/><td align="left" valign="top">1 (0.8)</td><td align="left" valign="top">21 (8.4)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="2"><bold>D<sup><xref ref-type="table-fn" rid="table1fn10">j</xref></sup> (OT: n=120, RY: n=234), n (%)</bold></td><td align="char" char="." valign="top">361 (50.5)</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="char" char="." valign="top">.002<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">0</td><td align="left" valign="top"/><td align="left" valign="top">2 (1.7)</td><td align="left" valign="top">5 (2.1)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">1</td><td align="left" valign="top"/><td align="left" valign="top">72 (60)</td><td align="left" valign="top">88 (37.4)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">2</td><td align="left" valign="top"/><td align="left" valign="top">46 (38.3)</td><td align="left" valign="top">139 (59.1)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top"/><td align="left" valign="top">3</td><td align="left" valign="top"/><td align="left" valign="top">0 (0)</td><td align="left" valign="top">2 (0.9)</td><td align="left" valign="top"/></tr></tbody></table><table-wrap-foot><fn id="table1fn1"><p><sup>a</sup>OT: other surgical techniques.</p></fn><fn id="table1fn2"><p><sup>b</sup>RY: Roux-en-Y reconstruction.</p></fn><fn id="table1fn3"><p><sup>c</sup>Not applicable.</p></fn><fn id="table1fn4"><p><sup>d</sup>2-sample, 2-tailed <italic>t</italic> test.</p></fn><fn id="table1fn5"><p><sup>e</sup><italic>&#x03C7;</italic><sup>2</sup> test.</p></fn><fn id="table1fn6"><p><sup>f</sup>ASA-PS: American Society of Anesthesiologists Physical Status.</p></fn><fn id="table1fn7"><p><sup>g</sup>T: tumor (TNM staging).</p></fn><fn id="table1fn8"><p><sup>h</sup>M: metastasis (TNM staging).</p></fn><fn id="table1fn9"><p><sup>i</sup>N: node (TNM staging).</p></fn><fn id="table1fn10"><p><sup>j</sup>D: dissection.</p></fn></table-wrap-foot></table-wrap><p>The Kaplan-Meier curve of new-onset DM in the RY and OT groups is shown in <xref ref-type="fig" rid="figure1">Figure 1</xref>. Granular comparison of the incidence rates of postoperative diabetes associated with these distinct reconstructive procedures was made. The rate of diabetes onset was inferred from the slope of these curves, with a steeper decline indicating a higher incidence within the respective group.</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Kaplan-Meier curve of new-onset DM in the RY and OT groups. DM: diabetes mellitus; OT: other surgical techniques; RY: Roux-en-Y.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="xmed_v5i1e56405_fig01.png"/></fig><p>A log-rank test revealed that the hazard ratio was 1.52 (95% CI 1.06-2.18), and the resultant <italic>P</italic> value from this log-rank test was .02, which denotes a statistically significant difference in the incidence of new-onset diabetes after surgery between patients with gastric cancer who underwent RY reconstruction versus OT. These findings indicate a difference in the incidence of postoperative diabetes based on the type of gastric reconstruction method used (<xref ref-type="fig" rid="figure1">Figure 1</xref>).</p><p>A Swimmer plot was then produced (<xref ref-type="fig" rid="figure2">Figure 2</xref>). In the Swimmer plot, orange lines represent RY cases, blue lines represent OT cases, a cross indicates censoring due to death, and a circle represent censoring due to new-onset DM. The last DM onset in the OT group was at approximately 2400 days, which explains the linear part of the Kaplan-Meier curve.</p><p>Propensity score matching was conducted according to the use of laparoscopy, age, sex, and BMI. After propensity score matching, the Kaplan-Meier onset curve showed a hazard ratio of 1.42 (95% CI 1.09-1.86), and the resultant <italic>P</italic> value was .009 (<xref ref-type="fig" rid="figure3">Figure 3</xref>). This means that the results are robust even when accounting for unknown confounding and that RY cases have more postoperative DM than OT cases.</p><p>A Kaplan-Meier curve stratified by sex was also generated (<xref ref-type="fig" rid="figure4">Figure 4</xref>). In this Kaplan-Meier curve, there was no significant difference in the development of postoperative DM between the RY and OT groups for both male and female patients (<italic>P</italic>=.12 and <italic>P</italic>=.24, respectively).</p><fig position="float" id="figure2"><label>Figure 2.</label><caption><p>Swimmer plot of new-onset DM and death. DM: diabetes mellitus; OT: other surgical techniques; RY: Roux-en-Y.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="xmed_v5i1e56405_fig02.png"/></fig><fig position="float" id="figure3"><label>Figure 3.</label><caption><p>Density histogram (A) before and (B) after propensity score matching, and (C) Kaplan-Meier curve of new-onset DM after propensity score matching. DM: diabetes mellitus; OT: other surgical techniques; RY: Roux-en-Y.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="xmed_v5i1e56405_fig03.png"/></fig><fig position="float" id="figure4"><label>Figure 4.</label><caption><p>Kaplan-Meier curve of new-onset DM stratified by sex: (A) male and (B) female. DM: diabetes mellitus; OT: other surgical techniques; RY: Roux-en-Y.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="xmed_v5i1e56405_fig04.png"/></fig></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><sec id="s4-1"><title>Principal Findings</title><p>This study showed that patients who underwent RY reconstruction had more postoperative DM than those who underwent OT. This study is the first to provide insights into how different methods of gastric reconstruction might affect the risk of developing postoperative DM.</p></sec><sec id="s4-2"><title>Comparison to Prior Work</title><p>Although there were works reporting the influence of preexisting DM after gastrectomy [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>], there was no work regarding new-onset DM after gastrectomy with distinct surgical reconstruction techniques. Some studies mentioned a change in microbiota after gastrectomy [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>]. Specific changes in the gut microbiota after surgery include increased species richness, decreased butyrate-producing bacteria, and enrichment of certain symbiotic bacteria [<xref ref-type="bibr" rid="ref32">32</xref>]. The abundance of specific gut bacterial genera has been found to correlate with the population of peripheral immune cells [<xref ref-type="bibr" rid="ref32">32</xref>-<xref ref-type="bibr" rid="ref34">34</xref>].</p></sec><sec id="s4-3"><title>Strengths</title><p>A thorough approach to data preprocessing and the use of robust statistical methods will ensure the reliability and validity of these findings in the wider context of gastric surgery and DM research. Our study is important for understanding the temporal dynamics of DM development after gastric surgery and has significant implications for surgical planning and patient management to prevent postoperative DM, especially in patients with a strong family history of DM.</p></sec><sec id="s4-4"><title>Limitations</title><p>Deaths for any reason was 14.2% (32/226) in the OT group and 21.7% (106/489) in the RY group (<italic>P</italic>=.02 by <italic>&#x03C7;</italic><sup>2</sup> test), which may have influenced the interpretation of the results. This study did not include an assessment of other determinants that could potentially influence the development of DM, including lifestyle choices and genetic predisposition. It is plausible that there may be a difference in the intrinsic characteristics of DM in patients who present with diabetic symptoms prior to undergoing surgery for gastric cancer, as opposed to those in whom the onset of gastric malignancy precedes the development of DM. Such considerations were beyond the scope of analysis within the parameters of this study.</p></sec><sec id="s4-5"><title>Future Directions</title><p>First, laparoscopic jejunal interposition reconstruction (LJIP), a surgical technique in which a pouch is created in the jejunum to reconstruct the upper gastrointestinal tract, may be appropriate for patients with impaired glucose tolerance [<xref ref-type="bibr" rid="ref35">35</xref>]. Studies have shown that LJIP leads to better postoperative outcomes, including improved quality of life and nutritional status, compared with other reconstruction methods [<xref ref-type="bibr" rid="ref35">35</xref>-<xref ref-type="bibr" rid="ref38">38</xref>]. Future study should include LJIP as a reconstructive method.</p><p>Second, it was not possible to study the gut microbiota. With access to a suitable dataset, we would like to investigate the association between gut microbiota and the development of new-onset DM after gastrectomy.</p><p>Third, our study could be improved by comparison with a population that has not undergone TG as a control.</p></sec></sec></body><back><ack><p>The author would like to thank Tatsuyoshi Ikenoue at Shiga University, Data Science and AI Innovation Research Promotion Center and Yoshika Onishi at Wellbeing Keiei LLC for proofreading.</p></ack><notes><sec><title>Data Availability</title><p>Data are available upon request to the corresponding author. Codes have been uploaded to GitHub [<xref ref-type="bibr" rid="ref39">39</xref>].</p></sec></notes><fn-group><fn fn-type="con"><p>TO contributed to conceptualization, writing&#x2014;original draft, data curation, visualization, and final approval of the manuscript.</p></fn><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">DM</term><def><p>diabetes mellitus</p></def></def-item><def-item><term id="abb2">LJIP</term><def><p>laparoscopic jejunal interposition reconstruction</p></def></def-item><def-item><term id="abb3">OT</term><def><p>other surgical techniques</p></def></def-item><def-item><term id="abb4">RY</term><def><p>Roux-en-Y</p></def></def-item><def-item><term id="abb5">SG</term><def><p>sleeve gastrectomy</p></def></def-item><def-item><term id="abb6">TG</term><def><p>total gastrectomy</p></def></def-item></def-list></glossary><ref-list><title>References</title><ref id="ref1"><label>1</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Gumbs</surname><given-names>AA</given-names> </name><name name-style="western"><surname>Gagner</surname><given-names>M</given-names> </name><name name-style="western"><surname>Dakin</surname><given-names>G</given-names> </name><name name-style="western"><surname>Pomp</surname><given-names>A</given-names> </name></person-group><article-title>Sleeve gastrectomy for morbid obesity</article-title><source>Obes Surg</source><year>2007</year><month>07</month><volume>17</volume><issue>7</issue><fpage>962</fpage><lpage>969</lpage><pub-id pub-id-type="doi">10.1007/s11695-007-9151-x</pub-id><pub-id pub-id-type="medline">17894158</pub-id></nlm-citation></ref><ref id="ref2"><label>2</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Huang</surname><given-names>R</given-names> </name><name name-style="western"><surname>Ding</surname><given-names>X</given-names> </name><name name-style="western"><surname>Fu</surname><given-names>H</given-names> </name><name name-style="western"><surname>Cai</surname><given-names>Q</given-names> </name></person-group><article-title>Potential mechanisms of sleeve gastrectomy for reducing weight and improving metabolism in patients with obesity</article-title><source>Surg Obes Relat Dis</source><year>2019</year><month>10</month><volume>15</volume><issue>10</issue><fpage>1861</fpage><lpage>1871</lpage><pub-id pub-id-type="doi">10.1016/j.soard.2019.06.022</pub-id><pub-id pub-id-type="medline">31375442</pub-id></nlm-citation></ref><ref id="ref3"><label>3</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Butte</surname><given-names>JM</given-names> </name><name name-style="western"><surname>Devaud</surname><given-names>N</given-names> </name><name name-style="western"><surname>Jarufe</surname><given-names>NP</given-names> </name><etal/></person-group><article-title>Sleeve gastrectomy as treatment for severe obesity after orthotopic liver transplantation</article-title><source>Obes Surg</source><year>2007</year><month>11</month><volume>17</volume><issue>11</issue><fpage>1517</fpage><lpage>1519</lpage><pub-id pub-id-type="doi">10.1007/s11695-008-9432-z</pub-id><pub-id pub-id-type="medline">18219781</pub-id></nlm-citation></ref><ref id="ref4"><label>4</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Rawlins</surname><given-names>L</given-names> </name><name name-style="western"><surname>Rawlins</surname><given-names>MP</given-names> </name><name name-style="western"><surname>Brown</surname><given-names>CC</given-names> </name><name name-style="western"><surname>Schumacher</surname><given-names>DL</given-names> </name></person-group><article-title>Sleeve gastrectomy: 5-year outcomes of a single institution</article-title><source>Surg Obes Relat Dis</source><year>2013</year><volume>9</volume><issue>1</issue><fpage>21</fpage><lpage>25</lpage><pub-id pub-id-type="doi">10.1016/j.soard.2012.08.014</pub-id><pub-id pub-id-type="medline">23201209</pub-id></nlm-citation></ref><ref id="ref5"><label>5</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Armstrong</surname><given-names>J</given-names> </name><name name-style="western"><surname>O&#x2019;Malley</surname><given-names>SP</given-names> </name></person-group><article-title>Outcomes of sleeve gastrectomy for morbid obesity: a safe and effective procedure?</article-title><source>Int J Surg</source><year>2010</year><volume>8</volume><issue>1</issue><fpage>69</fpage><lpage>71</lpage><pub-id pub-id-type="doi">10.1016/j.ijsu.2009.11.004</pub-id><pub-id pub-id-type="medline">19944193</pub-id></nlm-citation></ref><ref id="ref6"><label>6</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Madsbad</surname><given-names>S</given-names> </name><name name-style="western"><surname>Dirksen</surname><given-names>C</given-names> </name><name name-style="western"><surname>Holst</surname><given-names>JJ</given-names> </name></person-group><article-title>Mechanisms of changes in glucose metabolism and bodyweight after bariatric surgery</article-title><source>Lancet Diabetes Endocrinol</source><year>2014</year><month>02</month><volume>2</volume><issue>2</issue><fpage>152</fpage><lpage>164</lpage><pub-id pub-id-type="doi">10.1016/S2213-8587(13)70218-3</pub-id><pub-id pub-id-type="medline">24622719</pub-id></nlm-citation></ref><ref id="ref7"><label>7</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Wang</surname><given-names>Y</given-names> </name><name name-style="western"><surname>Guo</surname><given-names>X</given-names> </name><name name-style="western"><surname>Lu</surname><given-names>X</given-names> </name><name name-style="western"><surname>Mattar</surname><given-names>S</given-names> </name><name name-style="western"><surname>Kassab</surname><given-names>G</given-names> </name></person-group><article-title>Mechanisms of weight loss after sleeve gastrectomy and adjustable gastric banding: far more than just restriction</article-title><source>Obesity (Silver Spring)</source><year>2019</year><month>11</month><volume>27</volume><issue>11</issue><fpage>1776</fpage><lpage>1783</lpage><pub-id pub-id-type="doi">10.1002/oby.22623</pub-id><pub-id pub-id-type="medline">31545007</pub-id></nlm-citation></ref><ref id="ref8"><label>8</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Alexandrou</surname><given-names>A</given-names> </name><name name-style="western"><surname>Athanasiou</surname><given-names>A</given-names> </name><name name-style="western"><surname>Michalinos</surname><given-names>A</given-names> </name><name name-style="western"><surname>Felekouras</surname><given-names>E</given-names> </name><name name-style="western"><surname>Tsigris</surname><given-names>C</given-names> </name><name name-style="western"><surname>Diamantis</surname><given-names>T</given-names> </name></person-group><article-title>Laparoscopic sleeve gastrectomy for morbid obesity: 5-year results</article-title><source>Am J Surg</source><year>2015</year><month>02</month><volume>209</volume><issue>2</issue><fpage>230</fpage><lpage>234</lpage><pub-id pub-id-type="doi">10.1016/j.amjsurg.2014.04.006</pub-id><pub-id pub-id-type="medline">25034410</pub-id></nlm-citation></ref><ref id="ref9"><label>9</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Abu-Gazala</surname><given-names>S</given-names> </name><name name-style="western"><surname>Horwitz</surname><given-names>E</given-names> </name><name name-style="western"><surname>Ben-Haroush Schyr</surname><given-names>R</given-names> </name><etal/></person-group><article-title>Sleeve gastrectomy improves glycemia independent of weight loss by restoring hepatic insulin sensitivity</article-title><source>Diabetes</source><year>2018</year><month>06</month><volume>67</volume><issue>6</issue><fpage>1079</fpage><lpage>1085</lpage><pub-id pub-id-type="doi">10.2337/db17-1028</pub-id><pub-id pub-id-type="medline">29475831</pub-id></nlm-citation></ref><ref id="ref10"><label>10</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Mirahmadian</surname><given-names>M</given-names> </name><name name-style="western"><surname>Hasani</surname><given-names>M</given-names> </name><name name-style="western"><surname>Taheri</surname><given-names>E</given-names> </name><name name-style="western"><surname>Qorbani</surname><given-names>M</given-names> </name><name name-style="western"><surname>Hosseini</surname><given-names>S</given-names> </name></person-group><article-title>Influence of gastric bypass surgery on resting energy expenditure, body composition, physical activity, and thyroid hormones in morbidly obese patients</article-title><source>Diabetes Metab Syndr Obes</source><year>2018</year><month>10</month><day>23</day><volume>11</volume><fpage>667</fpage><lpage>672</lpage><pub-id pub-id-type="doi">10.2147/DMSO.S172028</pub-id><pub-id pub-id-type="medline">30425544</pub-id></nlm-citation></ref><ref id="ref11"><label>11</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Radhakrishnan</surname><given-names>L</given-names> </name><name name-style="western"><surname>Haridas</surname><given-names>TV</given-names> </name></person-group><article-title>The effect on glycemic status in type 2 diabetes mellitus after gastric cancer surgery</article-title><source>Int Surg J</source><year>2021</year><month>01</month><volume>8</volume><issue>1</issue><fpage>191</fpage><lpage>195</lpage><pub-id pub-id-type="doi">10.18203/2349-2902.isj20205880</pub-id></nlm-citation></ref><ref id="ref12"><label>12</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>An</surname><given-names>JY</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>YM</given-names> </name><name name-style="western"><surname>Yun</surname><given-names>MA</given-names> </name><name name-style="western"><surname>Jeon</surname><given-names>BH</given-names> </name><name name-style="western"><surname>Noh</surname><given-names>SH</given-names> </name></person-group><article-title>Improvement of type 2 diabetes mellitus after gastric cancer surgery: short-term outcome analysis after gastrectomy</article-title><source>World J Gastroenterol</source><year>2013</year><month>12</month><day>28</day><volume>19</volume><issue>48</issue><fpage>9410</fpage><lpage>9417</lpage><pub-id pub-id-type="doi">10.3748/wjg.v19.i48.9410</pub-id><pub-id pub-id-type="medline">24409070</pub-id></nlm-citation></ref><ref id="ref13"><label>13</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Lee</surname><given-names>YK</given-names> </name><name name-style="western"><surname>Lee</surname><given-names>EK</given-names> </name><name name-style="western"><surname>Lee</surname><given-names>YJ</given-names> </name><etal/></person-group><article-title>Metabolic effects of gastrectomy and duodenal bypass in early gastric cancer patients with T2DM: a prospective single-center cohort study</article-title><source>J Clin Med</source><year>2021</year><month>09</month><day>4</day><volume>10</volume><issue>17</issue><fpage>4008</fpage><pub-id pub-id-type="doi">10.3390/jcm10174008</pub-id><pub-id pub-id-type="medline">34501456</pub-id></nlm-citation></ref><ref id="ref14"><label>14</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Guner</surname><given-names>A</given-names> </name><name name-style="western"><surname>Cho</surname><given-names>M</given-names> </name><name name-style="western"><surname>Son</surname><given-names>T</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>HI</given-names> </name><name name-style="western"><surname>Noh</surname><given-names>SH</given-names> </name><name name-style="western"><surname>Hyung</surname><given-names>WJ</given-names> </name></person-group><article-title>Improved glycemic control with proximal intestinal bypass and weight loss following gastrectomy in non-obese diabetic gastric cancer patients</article-title><source>Oncotarget</source><year>2017</year><month>11</month><day>1</day><volume>8</volume><issue>61</issue><fpage>104605</fpage><lpage>104614</lpage><pub-id pub-id-type="doi">10.18632/oncotarget.22262</pub-id><pub-id pub-id-type="medline">29262665</pub-id></nlm-citation></ref><ref id="ref15"><label>15</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Zhang</surname><given-names>YC</given-names> </name><name name-style="western"><surname>Wei</surname><given-names>FX</given-names> </name><name name-style="western"><surname>Han</surname><given-names>W</given-names> </name><etal/></person-group><article-title>Impact of sub-gastrectomy on glucose regulation in gastric cancer patients with T2DM: a follow-up study</article-title><source>Int J Diabetes Dev Ctries</source><year>2016</year><month>03</month><volume>36</volume><issue>1</issue><fpage>89</fpage><lpage>94</lpage><pub-id pub-id-type="doi">10.1007/s13410-015-0437-6</pub-id></nlm-citation></ref><ref id="ref16"><label>16</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Cheng</surname><given-names>YX</given-names> </name><name name-style="western"><surname>Peng</surname><given-names>D</given-names> </name><name name-style="western"><surname>Tao</surname><given-names>W</given-names> </name><name name-style="western"><surname>Zhang</surname><given-names>W</given-names> </name></person-group><article-title>Effect of oncometabolic surgery on gastric cancer: the remission of hypertension, type 2 diabetes mellitus, and beyond</article-title><source>World J Gastrointest Oncol</source><year>2021</year><month>09</month><day>15</day><volume>13</volume><issue>9</issue><fpage>1157</fpage><lpage>1163</lpage><pub-id pub-id-type="doi">10.4251/wjgo.v13.i9.1157</pub-id><pub-id pub-id-type="medline">34616520</pub-id></nlm-citation></ref><ref id="ref17"><label>17</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Bozzetti</surname><given-names>F</given-names> </name><name name-style="western"><surname>Bonfanti</surname><given-names>G</given-names> </name><name name-style="western"><surname>Castellani</surname><given-names>R</given-names> </name><etal/></person-group><article-title>Comparing reconstruction with Roux-en-Y to a pouch following total gastrectomy</article-title><source>J Am Coll Surg</source><year>1996</year><month>09</month><volume>183</volume><issue>3</issue><fpage>243</fpage><lpage>248</lpage><pub-id pub-id-type="medline">8784318</pub-id></nlm-citation></ref><ref id="ref18"><label>18</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>He</surname><given-names>L</given-names> </name><name name-style="western"><surname>Zhao</surname><given-names>Y</given-names> </name></person-group><article-title>Is Roux-en-Y or Billroth-II reconstruction the preferred choice for gastric cancer patients undergoing distal gastrectomy when Billroth I reconstruction is not applicable? a meta-analysis</article-title><source>Medicine (Baltimore)</source><year>2019</year><month>11</month><volume>98</volume><issue>48</issue><fpage>e17093</fpage><pub-id pub-id-type="doi">10.1097/MD.0000000000017093</pub-id><pub-id pub-id-type="medline">31770192</pub-id></nlm-citation></ref><ref id="ref19"><label>19</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Park</surname><given-names>JY</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>YJ</given-names> </name></person-group><article-title>Uncut Roux-en-Y reconstruction after laparoscopic distal gastrectomy can be a favorable method in terms of gastritis, bile reflux, and gastric residue</article-title><source>J Gastric Cancer</source><year>2014</year><month>12</month><volume>14</volume><issue>4</issue><fpage>229</fpage><lpage>237</lpage><pub-id pub-id-type="doi">10.5230/jgc.2014.14.4.229</pub-id><pub-id pub-id-type="medline">25580354</pub-id></nlm-citation></ref><ref id="ref20"><label>20</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Ho</surname><given-names>TW</given-names> </name><name name-style="western"><surname>Wu</surname><given-names>JM</given-names> </name><name name-style="western"><surname>Yang</surname><given-names>CY</given-names> </name><name name-style="western"><surname>Lai</surname><given-names>HS</given-names> </name><name name-style="western"><surname>Lai</surname><given-names>F</given-names> </name><name name-style="western"><surname>Tien</surname><given-names>YW</given-names> </name></person-group><article-title>Total gastrectomy improves glucose metabolism on gastric cancer patients: a nationwide population-based study</article-title><source>Surg Obes Relat Dis</source><year>2016</year><volume>12</volume><issue>3</issue><fpage>635</fpage><lpage>641</lpage><pub-id pub-id-type="doi">10.1016/j.soard.2015.11.024</pub-id><pub-id pub-id-type="medline">27012876</pub-id></nlm-citation></ref><ref id="ref21"><label>21</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Jin</surname><given-names>HY</given-names> </name><name name-style="western"><surname>Park</surname><given-names>TS</given-names> </name><name name-style="western"><surname>Lee</surname><given-names>KA</given-names> </name><name name-style="western"><surname>Baek</surname><given-names>YH</given-names> </name></person-group><article-title>The influence of total or sub-total gastrectomy on glucose control in diabetic and non-diabetic patients</article-title><source>Acta Endocrinol (Buchar)</source><year>2016</year><volume>12</volume><issue>4</issue><fpage>423</fpage><lpage>430</lpage><pub-id pub-id-type="doi">10.4183/aeb.2016.423</pub-id><pub-id pub-id-type="medline">31149126</pub-id></nlm-citation></ref><ref id="ref22"><label>22</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>&#x00D6;zda&#x015F;</surname><given-names>S</given-names> </name><name name-style="western"><surname>Olt</surname><given-names>S</given-names> </name><name name-style="western"><surname>&#x015E;irik</surname><given-names>M</given-names> </name></person-group><article-title>The role of sleeve gastrectomy on preventing type 2 diabetes mellitus</article-title><source>Open Access Maced J Med Sci</source><year>2017</year><month>06</month><day>15</day><volume>5</volume><issue>3</issue><fpage>316</fpage><lpage>318</lpage><pub-id pub-id-type="doi">10.3889/oamjms.2017.074</pub-id><pub-id pub-id-type="medline">28698749</pub-id></nlm-citation></ref><ref id="ref23"><label>23</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Tran</surname><given-names>TB</given-names> </name><name name-style="western"><surname>Worhunsky</surname><given-names>DJ</given-names> </name><name name-style="western"><surname>Squires</surname><given-names>MH</given-names> </name><etal/></person-group><article-title>To Roux or not to Roux: a comparison between Roux-en-Y and Billroth II reconstruction following partial gastrectomy for gastric cancer</article-title><source>Gastric Cancer</source><year>2016</year><month>07</month><volume>19</volume><issue>3</issue><fpage>994</fpage><lpage>1001</lpage><pub-id pub-id-type="doi">10.1007/s10120-015-0547-3</pub-id><pub-id pub-id-type="medline">26400843</pub-id></nlm-citation></ref><ref id="ref24"><label>24</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Hoya</surname><given-names>Y</given-names> </name><name name-style="western"><surname>Mitsumori</surname><given-names>N</given-names> </name><name name-style="western"><surname>Yanaga</surname><given-names>K</given-names> </name></person-group><article-title>The advantages and disadvantages of a Roux-en-Y reconstruction after a distal gastrectomy for gastric cancer</article-title><source>Surg Today</source><year>2009</year><volume>39</volume><issue>8</issue><fpage>647</fpage><lpage>651</lpage><pub-id pub-id-type="doi">10.1007/s00595-009-3964-2</pub-id><pub-id pub-id-type="medline">19639429</pub-id></nlm-citation></ref><ref id="ref25"><label>25</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Kim</surname><given-names>JH</given-names> </name><name name-style="western"><surname>Huh</surname><given-names>YJ</given-names> </name><name name-style="western"><surname>Park</surname><given-names>S</given-names> </name><etal/></person-group><article-title>Multicenter results of long-limb bypass reconstruction after gastrectomy in patients with gastric cancer and type II diabetes</article-title><source>Asian J Surg</source><year>2020</year><month>01</month><volume>43</volume><issue>1</issue><fpage>297</fpage><lpage>303</lpage><pub-id pub-id-type="doi">10.1016/j.asjsur.2019.03.018</pub-id><pub-id pub-id-type="medline">31060769</pub-id></nlm-citation></ref><ref id="ref26"><label>26</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Wei</surname><given-names>ZW</given-names> </name><name name-style="western"><surname>Li</surname><given-names>JL</given-names> </name><name name-style="western"><surname>Wu</surname><given-names>Y</given-names> </name><etal/></person-group><article-title>Impact of pre-existing type-2 diabetes on patient outcomes after radical resection for gastric cancer: a retrospective cohort study</article-title><source>Dig Dis Sci</source><year>2014</year><month>05</month><volume>59</volume><issue>5</issue><fpage>1017</fpage><lpage>1024</lpage><pub-id pub-id-type="doi">10.1007/s10620-013-2965-6</pub-id><pub-id pub-id-type="medline">24318804</pub-id></nlm-citation></ref><ref id="ref27"><label>27</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Yun</surname><given-names>L</given-names> </name><name name-style="western"><surname>Zhiwei</surname><given-names>J</given-names> </name><name name-style="western"><surname>Junsheng</surname><given-names>P</given-names> </name><name name-style="western"><surname>Xiaobin</surname><given-names>W</given-names> </name><name name-style="western"><surname>Cancan</surname><given-names>X</given-names> </name><name name-style="western"><surname>Jieshou</surname><given-names>L</given-names> </name></person-group><article-title>Comparison of functional outcomes between functional jejunal interposition and conventional Roux-en-Y esophagojejunostomy after total gastrectomy for gastric cancer</article-title><source>Dig Surg</source><year>2020</year><volume>37</volume><issue>3</issue><fpage>240</fpage><lpage>248</lpage><pub-id pub-id-type="doi">10.1159/000501677</pub-id><pub-id pub-id-type="medline">31614348</pub-id></nlm-citation></ref><ref id="ref28"><label>28</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Kwon</surname><given-names>Y</given-names> </name><name name-style="western"><surname>Jung Kim</surname><given-names>H</given-names> </name><name name-style="western"><surname>Lo Menzo</surname><given-names>E</given-names> </name><name name-style="western"><surname>Park</surname><given-names>S</given-names> </name><name name-style="western"><surname>Szomstein</surname><given-names>S</given-names> </name><name name-style="western"><surname>Rosenthal</surname><given-names>RJ</given-names> </name></person-group><article-title>A systematic review and meta-analysis of the effect of Billroth reconstruction on type 2 diabetes: a new perspective on old surgical methods</article-title><source>Surg Obes Relat Dis</source><year>2015</year><volume>11</volume><issue>6</issue><fpage>1386</fpage><lpage>1395</lpage><pub-id pub-id-type="doi">10.1016/j.soard.2015.01.001</pub-id><pub-id pub-id-type="medline">25892345</pub-id></nlm-citation></ref><ref id="ref29"><label>29</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Costa</surname><given-names>M</given-names> </name><name name-style="western"><surname>Trov&#x00E3;o Lima</surname><given-names>A</given-names> </name><name name-style="western"><surname>Morais</surname><given-names>T</given-names> </name><etal/></person-group><article-title>Does reconstruction type after gastric resection matters for type 2 diabetes improvement?</article-title><source>J Gastrointest Surg</source><year>2020</year><month>06</month><volume>24</volume><issue>6</issue><fpage>1269</fpage><lpage>1277</lpage><pub-id pub-id-type="doi">10.1007/s11605-019-04255-4</pub-id><pub-id pub-id-type="medline">31140062</pub-id></nlm-citation></ref><ref id="ref30"><label>30</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Maksimaityte</surname><given-names>V</given-names> </name><name name-style="western"><surname>Bausys</surname><given-names>A</given-names> </name><name name-style="western"><surname>Kryzauskas</surname><given-names>M</given-names> </name><etal/></person-group><article-title>Gastrectomy impact on the gut microbiome in patients with gastric cancer: a comprehensive review</article-title><source>World J Gastrointest Surg</source><year>2021</year><month>07</month><day>27</day><volume>13</volume><issue>7</issue><fpage>678</fpage><lpage>688</lpage><pub-id pub-id-type="doi">10.4240/wjgs.v13.i7.678</pub-id><pub-id pub-id-type="medline">34354801</pub-id></nlm-citation></ref><ref id="ref31"><label>31</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Tseng</surname><given-names>CH</given-names> </name><name name-style="western"><surname>Lin</surname><given-names>JT</given-names> </name><name name-style="western"><surname>Ho</surname><given-names>HJ</given-names> </name><etal/></person-group><article-title>Gastric microbiota and predicted gene functions are altered after subtotal gastrectomy in patients with gastric cancer</article-title><source>Sci Rep</source><year>2016</year><month>02</month><day>10</day><volume>6</volume><fpage>20701</fpage><pub-id pub-id-type="doi">10.1038/srep20701</pub-id><pub-id pub-id-type="medline">26860194</pub-id></nlm-citation></ref><ref id="ref32"><label>32</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Qi</surname><given-names>YF</given-names> </name><name name-style="western"><surname>Sun</surname><given-names>JN</given-names> </name><name name-style="western"><surname>Ren</surname><given-names>LF</given-names> </name><etal/></person-group><article-title>Intestinal microbiota is altered in patients with gastric cancer from Shanxi Province, China</article-title><source>Dig Dis Sci</source><year>2019</year><month>05</month><volume>64</volume><issue>5</issue><fpage>1193</fpage><lpage>1203</lpage><pub-id pub-id-type="doi">10.1007/s10620-018-5411-y</pub-id><pub-id pub-id-type="medline">30535886</pub-id></nlm-citation></ref><ref id="ref33"><label>33</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Lederer</surname><given-names>AK</given-names> </name><name name-style="western"><surname>Pisarski</surname><given-names>P</given-names> </name><name name-style="western"><surname>Kousoulas</surname><given-names>L</given-names> </name><name name-style="western"><surname>Fichtner-Feigl</surname><given-names>S</given-names> </name><name name-style="western"><surname>Hess</surname><given-names>C</given-names> </name><name name-style="western"><surname>Huber</surname><given-names>R</given-names> </name></person-group><article-title>Postoperative changes of the microbiome: are surgical complications related to the gut flora? a systematic review</article-title><source>BMC Surg</source><year>2017</year><month>12</month><day>4</day><volume>17</volume><issue>1</issue><fpage>125</fpage><pub-id pub-id-type="doi">10.1186/s12893-017-0325-8</pub-id><pub-id pub-id-type="medline">29202875</pub-id></nlm-citation></ref><ref id="ref34"><label>34</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Guyton</surname><given-names>K</given-names> </name><name name-style="western"><surname>Alverdy</surname><given-names>JC</given-names> </name></person-group><article-title>The gut microbiota and gastrointestinal surgery</article-title><source>Nat Rev Gastroenterol Hepatol</source><year>2017</year><month>01</month><volume>14</volume><issue>1</issue><fpage>43</fpage><lpage>54</lpage><pub-id pub-id-type="doi">10.1038/nrgastro.2016.139</pub-id><pub-id pub-id-type="medline">27729657</pub-id></nlm-citation></ref><ref id="ref35"><label>35</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Nomura</surname><given-names>E</given-names> </name><name name-style="western"><surname>Lee</surname><given-names>SW</given-names> </name><name name-style="western"><surname>Kawai</surname><given-names>M</given-names> </name><etal/></person-group><article-title>Functional outcomes by reconstruction technique following laparoscopic proximal gastrectomy for gastric cancer: double tract versus jejunal interposition</article-title><source>World J Surg Oncol</source><year>2014</year><month>01</month><day>27</day><volume>12</volume><fpage>20</fpage><pub-id pub-id-type="doi">10.1186/1477-7819-12-20</pub-id><pub-id pub-id-type="medline">24468278</pub-id></nlm-citation></ref><ref id="ref36"><label>36</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Nomura</surname><given-names>E</given-names> </name><name name-style="western"><surname>Kayano</surname><given-names>H</given-names> </name><name name-style="western"><surname>Lee</surname><given-names>SW</given-names> </name><etal/></person-group><article-title>Functional evaluations comparing the double-tract method and the jejunal interposition method following laparoscopic proximal gastrectomy for gastric cancer: an investigation including laparoscopic total gastrectomy</article-title><source>Surg Today</source><year>2019</year><month>01</month><volume>49</volume><issue>1</issue><fpage>38</fpage><lpage>48</lpage><pub-id pub-id-type="doi">10.1007/s00595-018-1699-7</pub-id><pub-id pub-id-type="medline">30159780</pub-id></nlm-citation></ref><ref id="ref37"><label>37</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Namikawa</surname><given-names>T</given-names> </name><name name-style="western"><surname>Munekage</surname><given-names>E</given-names> </name><name name-style="western"><surname>Munekage</surname><given-names>M</given-names> </name><etal/></person-group><article-title>Reconstruction with jejunal pouch after gastrectomy for gastric cancer</article-title><source>Am Surg</source><year>2016</year><month>06</month><volume>82</volume><issue>6</issue><fpage>510</fpage><lpage>517</lpage><pub-id pub-id-type="medline">27305882</pub-id></nlm-citation></ref><ref id="ref38"><label>38</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Namikawa</surname><given-names>T</given-names> </name><name name-style="western"><surname>Oki</surname><given-names>T</given-names> </name><name name-style="western"><surname>Kitagawa</surname><given-names>H</given-names> </name><name name-style="western"><surname>Okabayashi</surname><given-names>T</given-names> </name><name name-style="western"><surname>Kobayashi</surname><given-names>M</given-names> </name><name name-style="western"><surname>Hanazaki</surname><given-names>K</given-names> </name></person-group><article-title>Impact of jejunal pouch interposition reconstruction after proximal gastrectomy for early gastric cancer on quality of life: short- and long-term consequences</article-title><source>Am J Surg</source><year>2012</year><month>08</month><volume>204</volume><issue>2</issue><fpage>203</fpage><lpage>209</lpage><pub-id pub-id-type="doi">10.1016/j.amjsurg.2011.09.035</pub-id><pub-id pub-id-type="medline">22813641</pub-id></nlm-citation></ref><ref id="ref39"><label>39</label><nlm-citation citation-type="web"><article-title>bougtoir/gastric_dm</article-title><source>GitHub</source><access-date>2024-08-08</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://github.com/bougtoir/gastric_dm">https://github.com/bougtoir/gastric_dm</ext-link></comment></nlm-citation></ref></ref-list></back></article>