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Preprints (earlier versions) of this paper are available at https://www.medrxiv.org/content/10.1101/2024.01.13.24301276v1, first published .
Incidence of Postoperative Diabetes Mellitus After Roux-en-Y Reconstruction for Gastric Cancer: Retrospective Single-Center Cohort Study

Incidence of Postoperative Diabetes Mellitus After Roux-en-Y Reconstruction for Gastric Cancer: Retrospective Single-Center Cohort Study

Incidence of Postoperative Diabetes Mellitus After Roux-en-Y Reconstruction for Gastric Cancer: Retrospective Single-Center Cohort Study

Authors of this article:

Tatsuki Onishi1, 2, 3 Author Orcid Image
Article Authors Cited by Tweetations Metrics

    1Data Science and AI Innovation Research Promotion Center, Shiga University, , 1 Chome-1-1 Bamba, Hikone, Shiga, , Japan

    2Department of Anesthesia, Juntendo University Shizuoka Hospital, , Izunokuni, Shizuoka, , Japan

    3Department of Anesthesia, Kyowa Hospital, , Kyoto, , Japan

    Corresponding Author:

    Tatsuki Onishi, MPH, MD


    Related Articles Preprint (medRxiv) https://www.medrxiv.org/content/10.1101/2024.01.13.24301276v1
    Peer-Review Report by Vanessa Fairhurst, James Olivier, Olajumoke Oladoyin, Maria J C Machado, Femi Qudus Arogundade, Mohammed Noushad, and Rozmin Jiwani https://med.jmirx.org/2024/1/e63862
    Author's Response to Peer-Review Reports https://med.jmirx.org/2024/1/e63859

    Background: 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.

    Objective: This study aims to clarify the effects of gastrectomy and different reconstructive techniques on the incidence of postoperative DM in patients with gastric cancer.

    Methods: 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 A1c levels or medical records. Analyses included 2-sample, 2-tailed t tests; χ2 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.

    Results: Stratified data analysis compared the RY and OT reconstruction methods. The hazard ratio was 1.52 (95% CI 1.06-2.18; P=.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; P=.009).

    Conclusions: 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.

    JMIRx Med 2024;5:e56405

    doi:10.2196/56405

    Keywords

    diabetes mellitus; gastrectomy; gastric cancer surgery; glucose metabolism; postoperative diabetes onset; surgery outcomes 


    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 [1-5]. SG results in alteration of the appetite through the regulation of gut hormones, resulting in decreased hunger and increased satiety [6]. SG also improves glucose homeostasis through resulting changes in gut hormone levels [7]. 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 [8]. SG has been shown to improve blood glucose independently of weight loss by restoring hepatic insulin sensitivity [9]. 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 [10].

    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 [10-15]. The extent of the gastrectomy, duration of diabetes, and method of reconstruction have been identified as important factors influencing the improvements in glycemic control [10-14]. 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 [16].

    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 [17]. 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 [18]. Furthermore, SG has been associated with significant reductions in hemoglobin A1c levels in patients without diabetes, suggesting its possible role in the prevention of type 2 DM [19].

    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 [20]. 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 [21]. RY reconstruction has also been found to be as effective as other methods with respect to nutritional status and postoperative outcomes [22]. In comparison to Billroth II reconstruction, RY has been shown to have similar postoperative complications and better long-term outcomes [23]. Furthermore, RY reconstruction without cutting has been the preferred method in cases of gastritis, bile reflux, and gastric residuals [24].

    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 [25], and it has been observed that preexisting DM is associated with postoperative complications [10,26]. Several studies further support the benefits of RY reconstruction, with some indicating it to be more effective than Billroth II reconstruction [27,28]. Additionally, significant improvements in DM control have been associated with RY reconstruction [25,28,29].

    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 [25,28,29], 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.


    Ethical Considerations

    The study was approved by the Tokyo Metropolitan Bokutoh Hospital’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.

    Study Participants

    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 A1c 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.

    Statistical Analysis

    Basic statistical measures such as the mean, median, and SD were computed. Two-sample, 2-tailed t 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).


    The characteristics of the patients included in the study at the time of the surgery are shown in Table 1. Of the 715 patients who had a gastrectomy, 489 (68.4%) underwent RY reconstruction.

    Table 1. Demographics of study population.
    CharacteristicsMissing data (N=715), n (%)OTa (n=226)RYb (n=489)P value
    Cases (N=715), n (%)—c226 (31.6)489 (68.4)—
    Age (years), mean (SD)—70.0 (10.4)68.1 (10.6).03d
    Male sex, n (%)—139 (61.5)363 (74.2).001e
    Height (cm), mean (SD)—157.9 (10.8)160.6 (8.6).001d
    Weight (kg), mean (SD)—56.9 (14.8)57.1 (11.1).87d
    BMI (kg/m2), mean (SD)—24.6 (32.2)22.1 (3.4).25d
    ASA-PSf, n (%)—.03e
    121 (9.3)27 (5.5)
    2167 (73.9)384 (78.5)
    334 (15)77 (15.7)
    44 (1.8)1 (0.2)
    Total intravenous anesthesia, n (%)—6 (2.7)43 (8.8).004e
    Nerve block, n (%)—210 (92.9)462 (94.5).52e
    Bleeding (mL), mean (SD)—362.5 (301.7)582.8 (639.1)<.001d
    Blood transfusion (mL), mean (SD)—23.8 (111.9)108.6 (373.3)<.001d
    Urine (mL), mean (SD)—364.4 (319.7)383.0 (321.1).47d
    Infusion (mL), mean (SD)—2185.4 (697.0)2545.5 (929.5)<.001d
    Operating room time (min), mean (SD)—298.4 (74.4)317.5 (76.8).002d
    Anesthesia time (mL), mean (SD)—275.5 (75.0)295.7 (76.3).001d
    Operation time (mL), mean (SD)—225.2 (69.6)244.5 (71.8).001d
    Tg (OT: n=126, RY: n=252), n (%)337 (47.1)<.001e
    156 (44.4)64 (25.4)
    246 (36.5)81 (32.1)
    320 (15.9)88 (34.9)
    44 (3.2)17 (6.7)
    00 (0)2 (0.8)
    Mh (OT: n=126, RY: n=251), n (%)338 (47.3).35e
    0123 (97.6)248 (98.8)
    13 (2.4)2 (0.8)
    30 (0)1 (0.4)
    Ni (OT: n=125, RY: n=249), n (%)341 (47.7)<.001e
    076 (60.8)94 (37.8)
    129 (23.2)71 (28.5)
    219 (15.2)63 (25.3)
    31 (0.8)21 (8.4)
    Dj (OT: n=120, RY: n=234), n (%)361 (50.5).002e
    02 (1.7)5 (2.1)
    172 (60)88 (37.4)
    246 (38.3)139 (59.1)
    30 (0)2 (0.9)

    aOT: other surgical techniques.

    bRY: Roux-en-Y reconstruction.

    cNot applicable.

    d2-sample, 2-tailed t test.

    eχ2 test.

    fASA-PS: American Society of Anesthesiologists Physical Status.

    gT: tumor (TNM staging).

    hM: metastasis (TNM staging).

    iN: node (TNM staging).

    jD: dissection.

    The Kaplan-Meier curve of new-onset DM in the RY and OT groups is shown in Figure 1. 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.

    ‎
    Figure 1. Kaplan-Meier curve of new-onset DM in the RY and OT groups. DM: diabetes mellitus; OT: other surgical techniques; RY: Roux-en-Y.

    A log-rank test revealed that the hazard ratio was 1.52 (95% CI 1.06-2.18), and the resultant P 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 (Figure 1).

    A Swimmer plot was then produced (Figure 2). 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.

    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 P value was .009 (Figure 3). This means that the results are robust even when accounting for unknown confounding and that RY cases have more postoperative DM than OT cases.

    A Kaplan-Meier curve stratified by sex was also generated (Figure 4). 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 (P=.12 and P=.24, respectively).

    ‎
    Figure 2. Swimmer plot of new-onset DM and death. DM: diabetes mellitus; OT: other surgical techniques; RY: Roux-en-Y.
    ‎
    Figure 3. 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.
    ‎
    Figure 4. 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.

    Principal Findings

    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.

    Comparison to Prior Work

    Although there were works reporting the influence of preexisting DM after gastrectomy [25,28,29], there was no work regarding new-onset DM after gastrectomy with distinct surgical reconstruction techniques. Some studies mentioned a change in microbiota after gastrectomy [30,31]. Specific changes in the gut microbiota after surgery include increased species richness, decreased butyrate-producing bacteria, and enrichment of certain symbiotic bacteria [32]. The abundance of specific gut bacterial genera has been found to correlate with the population of peripheral immune cells [32-34].

    Strengths

    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.

    Limitations

    Deaths for any reason was 14.2% (32/226) in the OT group and 21.7% (106/489) in the RY group (P=.02 by χ2 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.

    Future Directions

    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 [35]. Studies have shown that LJIP leads to better postoperative outcomes, including improved quality of life and nutritional status, compared with other reconstruction methods [35-38]. Future study should include LJIP as a reconstructive method.

    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.

    Third, our study could be improved by comparison with a population that has not undergone TG as a control.

    Acknowledgments

    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.

    Data Availability

    Data are available upon request to the corresponding author. Codes have been uploaded to GitHub [39].

    Authors' Contributions

    TO contributed to conceptualization, writing—original draft, data curation, visualization, and final approval of the manuscript.

    Conflicts of Interest

    None declared.

    1. Gumbs AA, Gagner M, Dakin G, Pomp A. Sleeve gastrectomy for morbid obesity. Obes Surg. Jul 2007;17(7):962-969. [CrossRef] [Medline]
    2. Huang R, Ding X, Fu H, Cai Q. Potential mechanisms of sleeve gastrectomy for reducing weight and improving metabolism in patients with obesity. Surg Obes Relat Dis. Oct 2019;15(10):1861-1871. [CrossRef] [Medline]
    3. Butte JM, Devaud N, Jarufe NP, et al. Sleeve gastrectomy as treatment for severe obesity after orthotopic liver transplantation. Obes Surg. Nov 2007;17(11):1517-1519. [CrossRef] [Medline]
    4. Rawlins L, Rawlins MP, Brown CC, Schumacher DL. Sleeve gastrectomy: 5-year outcomes of a single institution. Surg Obes Relat Dis. 2013;9(1):21-25. [CrossRef] [Medline]
    5. Armstrong J, O’Malley SP. Outcomes of sleeve gastrectomy for morbid obesity: a safe and effective procedure? Int J Surg. 2010;8(1):69-71. [CrossRef] [Medline]
    6. Madsbad S, Dirksen C, Holst JJ. Mechanisms of changes in glucose metabolism and bodyweight after bariatric surgery. Lancet Diabetes Endocrinol. Feb 2014;2(2):152-164. [CrossRef] [Medline]
    7. Wang Y, Guo X, Lu X, Mattar S, Kassab G. Mechanisms of weight loss after sleeve gastrectomy and adjustable gastric banding: far more than just restriction. Obesity (Silver Spring). Nov 2019;27(11):1776-1783. [CrossRef] [Medline]
    8. Alexandrou A, Athanasiou A, Michalinos A, Felekouras E, Tsigris C, Diamantis T. Laparoscopic sleeve gastrectomy for morbid obesity: 5-year results. Am J Surg. Feb 2015;209(2):230-234. [CrossRef] [Medline]
    9. Abu-Gazala S, Horwitz E, Ben-Haroush Schyr R, et al. Sleeve gastrectomy improves glycemia independent of weight loss by restoring hepatic insulin sensitivity. Diabetes. Jun 2018;67(6):1079-1085. [CrossRef] [Medline]
    10. Mirahmadian M, Hasani M, Taheri E, Qorbani M, Hosseini S. Influence of gastric bypass surgery on resting energy expenditure, body composition, physical activity, and thyroid hormones in morbidly obese patients. Diabetes Metab Syndr Obes. Oct 23, 2018;11:667-672. [CrossRef] [Medline]
    11. Radhakrishnan L, Haridas TV. The effect on glycemic status in type 2 diabetes mellitus after gastric cancer surgery. Int Surg J. Jan 2021;8(1):191-195. [CrossRef]
    12. An JY, Kim YM, Yun MA, Jeon BH, Noh SH. Improvement of type 2 diabetes mellitus after gastric cancer surgery: short-term outcome analysis after gastrectomy. World J Gastroenterol. Dec 28, 2013;19(48):9410-9417. [CrossRef] [Medline]
    13. Lee YK, Lee EK, Lee YJ, et al. Metabolic effects of gastrectomy and duodenal bypass in early gastric cancer patients with T2DM: a prospective single-center cohort study. J Clin Med. Sep 4, 2021;10(17):4008. [CrossRef] [Medline]
    14. Guner A, Cho M, Son T, Kim HI, Noh SH, Hyung WJ. Improved glycemic control with proximal intestinal bypass and weight loss following gastrectomy in non-obese diabetic gastric cancer patients. Oncotarget. Nov 1, 2017;8(61):104605-104614. [CrossRef] [Medline]
    15. Zhang YC, Wei FX, Han W, et al. Impact of sub-gastrectomy on glucose regulation in gastric cancer patients with T2DM: a follow-up study. Int J Diabetes Dev Ctries. Mar 2016;36(1):89-94. [CrossRef]
    16. Cheng YX, Peng D, Tao W, Zhang W. Effect of oncometabolic surgery on gastric cancer: the remission of hypertension, type 2 diabetes mellitus, and beyond. World J Gastrointest Oncol. Sep 15, 2021;13(9):1157-1163. [CrossRef] [Medline]
    17. Bozzetti F, Bonfanti G, Castellani R, et al. Comparing reconstruction with Roux-en-Y to a pouch following total gastrectomy. J Am Coll Surg. Sep 1996;183(3):243-248. [Medline]
    18. He L, Zhao Y. 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. Medicine (Baltimore). Nov 2019;98(48):e17093. [CrossRef] [Medline]
    19. Park JY, Kim YJ. Uncut Roux-en-Y reconstruction after laparoscopic distal gastrectomy can be a favorable method in terms of gastritis, bile reflux, and gastric residue. J Gastric Cancer. Dec 2014;14(4):229-237. [CrossRef] [Medline]
    20. Ho TW, Wu JM, Yang CY, Lai HS, Lai F, Tien YW. Total gastrectomy improves glucose metabolism on gastric cancer patients: a nationwide population-based study. Surg Obes Relat Dis. 2016;12(3):635-641. [CrossRef] [Medline]
    21. Jin HY, Park TS, Lee KA, Baek YH. The influence of total or sub-total gastrectomy on glucose control in diabetic and non-diabetic patients. Acta Endocrinol (Buchar). 2016;12(4):423-430. [CrossRef] [Medline]
    22. Özdaş S, Olt S, Şirik M. The role of sleeve gastrectomy on preventing type 2 diabetes mellitus. Open Access Maced J Med Sci. Jun 15, 2017;5(3):316-318. [CrossRef] [Medline]
    23. Tran TB, Worhunsky DJ, Squires MH, et al. To Roux or not to Roux: a comparison between Roux-en-Y and Billroth II reconstruction following partial gastrectomy for gastric cancer. Gastric Cancer. Jul 2016;19(3):994-1001. [CrossRef] [Medline]
    24. Hoya Y, Mitsumori N, Yanaga K. The advantages and disadvantages of a Roux-en-Y reconstruction after a distal gastrectomy for gastric cancer. Surg Today. 2009;39(8):647-651. [CrossRef] [Medline]
    25. Kim JH, Huh YJ, Park S, et al. Multicenter results of long-limb bypass reconstruction after gastrectomy in patients with gastric cancer and type II diabetes. Asian J Surg. Jan 2020;43(1):297-303. [CrossRef] [Medline]
    26. Wei ZW, Li JL, Wu Y, et al. Impact of pre-existing type-2 diabetes on patient outcomes after radical resection for gastric cancer: a retrospective cohort study. Dig Dis Sci. May 2014;59(5):1017-1024. [CrossRef] [Medline]
    27. Yun L, Zhiwei J, Junsheng P, Xiaobin W, Cancan X, Jieshou L. Comparison of functional outcomes between functional jejunal interposition and conventional Roux-en-Y esophagojejunostomy after total gastrectomy for gastric cancer. Dig Surg. 2020;37(3):240-248. [CrossRef] [Medline]
    28. Kwon Y, Jung Kim H, Lo Menzo E, Park S, Szomstein S, Rosenthal RJ. A systematic review and meta-analysis of the effect of Billroth reconstruction on type 2 diabetes: a new perspective on old surgical methods. Surg Obes Relat Dis. 2015;11(6):1386-1395. [CrossRef] [Medline]
    29. Costa M, Trovão Lima A, Morais T, et al. Does reconstruction type after gastric resection matters for type 2 diabetes improvement? J Gastrointest Surg. Jun 2020;24(6):1269-1277. [CrossRef] [Medline]
    30. Maksimaityte V, Bausys A, Kryzauskas M, et al. Gastrectomy impact on the gut microbiome in patients with gastric cancer: a comprehensive review. World J Gastrointest Surg. Jul 27, 2021;13(7):678-688. [CrossRef] [Medline]
    31. Tseng CH, Lin JT, Ho HJ, et al. Gastric microbiota and predicted gene functions are altered after subtotal gastrectomy in patients with gastric cancer. Sci Rep. Feb 10, 2016;6:20701. [CrossRef] [Medline]
    32. Qi YF, Sun JN, Ren LF, et al. Intestinal microbiota is altered in patients with gastric cancer from Shanxi Province, China. Dig Dis Sci. May 2019;64(5):1193-1203. [CrossRef] [Medline]
    33. Lederer AK, Pisarski P, Kousoulas L, Fichtner-Feigl S, Hess C, Huber R. Postoperative changes of the microbiome: are surgical complications related to the gut flora? a systematic review. BMC Surg. Dec 4, 2017;17(1):125. [CrossRef] [Medline]
    34. Guyton K, Alverdy JC. The gut microbiota and gastrointestinal surgery. Nat Rev Gastroenterol Hepatol. Jan 2017;14(1):43-54. [CrossRef] [Medline]
    35. Nomura E, Lee SW, Kawai M, et al. Functional outcomes by reconstruction technique following laparoscopic proximal gastrectomy for gastric cancer: double tract versus jejunal interposition. World J Surg Oncol. Jan 27, 2014;12:20. [CrossRef] [Medline]
    36. Nomura E, Kayano H, Lee SW, et al. 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. Surg Today. Jan 2019;49(1):38-48. [CrossRef] [Medline]
    37. Namikawa T, Munekage E, Munekage M, et al. Reconstruction with jejunal pouch after gastrectomy for gastric cancer. Am Surg. Jun 2016;82(6):510-517. [Medline]
    38. Namikawa T, Oki T, Kitagawa H, Okabayashi T, Kobayashi M, Hanazaki K. Impact of jejunal pouch interposition reconstruction after proximal gastrectomy for early gastric cancer on quality of life: short- and long-term consequences. Am J Surg. Aug 2012;204(2):203-209. [CrossRef] [Medline]
    39. bougtoir/gastric_dm. GitHub. URL: https://github.com/bougtoir/gastric_dm [Accessed 2024-08-08]

    ‎
    DM: diabetes mellitus
    LJIP: laparoscopic jejunal interposition reconstruction
    OT: other surgical techniques
    RY: Roux-en-Y
    SG: sleeve gastrectomy
    TG: total gastrectomy

    Edited by Tiffany Leung; submitted 15.01.24; peer-reviewed by Vanessa Fairhurst, James Olivier, Olajumoke Oladoyin, Maria J C Machado, Femi Qudus Arogundade, Mohammed Noushad, Rozmin Jiwani; final revised version received 19.06.24; accepted 20.06.24; published 14.08.24.

    Copyright

    © Tatsuki Onishi. Originally published in JMIRx Med (https://med.jmirx.org), 14.8.2024.

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