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      The lower He-sea points playing a significant role in postoperative ileus in colorectal cancer treated with acupuncture: based on machine-learning

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          Abstract

          Background

          Postoperative ileus (POI) is a common complication following abdominal surgery, which can lead to significant negative impacts on patients’ well-being and healthcare costs. However, the efficacy of current treatments is not satisfactory. The purpose of this study was to evaluate the therapeutic effects of acupuncture intervention and explore the regulation of acupoint selection for treating POI in colorectal cancer (CRC) patients.

          Methods

          We searched eight electronic databases to identify randomized controlled trials (RCTs) on acupuncture for POI in CRC and conducted a meta-analysis. Subsequently, we utilized the Apriori algorithm and the Frequent pattern growth algorithm, in conjunction with complex network and cluster analysis, to identify association rules of acupoints.

          Results

          The meta-analysis showed that acupuncture led to significant reductions in time to first defecation (MD=-20.93, 95%CI: -25.35, -16.51; I 2 = 93.0%; p < 0.01; n=2805), first flatus (MD=-15.08, 95%CI: -18.39, -11.76; I 2 = 96%; p < 0.01; n=3284), and bowel sounds recovery (MD=-10.96, 95%CI: -14.20, -7.72; I 2 = 94%; p < 0.01; n=2043). A subgroup analysis revealed that acupuncture not only reduced the duration of POI when administered alongside conventional care but also further expedited the recovery of gut function after colorectal surgery when integrated into the enhanced recovery after surgery (ERAS) pathway. The studies included in the analysis reported no instances of serious adverse events associated with acupuncture. We identified Zusanli (ST36), Shangjuxu (ST37), Neiguan (PC6), Sanyinjiao (SP6), Xiajuxu (ST39), Hegu (LI4), Tianshu (ST25), and Zhongwan (RN12) as primary acupoints for treating POI. Association rule mining suggested potential acupoint combinations including {ST37, ST39}≥{ST36}, {PC6, ST37}≥{ST36}, {SP6, ST37}≥{ST36}, and {ST25, ST37}≥{ST36}.

          Conclusion

          Meta-analysis indicates acupuncture’s safety and superior effectiveness over postoperative care alone in facilitating gastrointestinal recovery. Machine-learning approaches highlight the importance of the lower He-sea points, including Zusanli (ST36) and Shangjuxu (ST37), in treating POI in CRC patients. Incorporating additional acupoints such as Neiguan (PC6) (for pain and vomiting) and Sanyinjiao (SP6) (for abdominal distension and poor appetite) can optimize treatment outcomes. These findings offer valuable insights for refining treatment protocols in both clinical and experimental settings, ultimately enhancing patient care.

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          Most cited references78

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          A neuroanatomical basis for electroacupuncture to drive the vagal–adrenal axis

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            Laparoscopic surgery versus open surgery for colon cancer: short-term outcomes of a randomised trial.

            The safety and short-term benefits of laparoscopic colectomy for cancer remain debatable. The multicentre COLOR (COlon cancer Laparoscopic or Open Resection) trial was done to assess the safety and benefit of laparoscopic resection compared with open resection for curative treatment of patients with cancer of the right or left colon. 627 patients were randomly assigned to laparoscopic surgery and 621 patients to open surgery. The primary endpoint was cancer-free survival 3 years after surgery. Secondary outcomes were short-term morbidity and mortality, number of positive resection margins, local recurrence, port-site or wound-site recurrence, metastasis, overall survival, and blood loss during surgery. Analysis was by intention to treat. Here, clinical characteristics, operative findings, and postoperative outcome are reported. Patients assigned laparoscopic resection had less blood loss compared with those assigned open resection (median 100 mL [range 0-2700] vs 175 mL [0-2000], p<0.0001), although laparoscopic surgery lasted 30 min longer than did open surgery (p<0.0001). Conversion to open surgery was needed for 91 (17%) patients undergoing the laparoscopic procedure. Radicality of resection as assessed by number of removed lymph nodes and length of resected oral and aboral bowel did not differ between groups. Laparoscopic colectomy was associated with earlier recovery of bowel function (p<0.0001), need for fewer analgesics, and with a shorter hospital stay (p<0.0001) compared with open colectomy. Morbidity and mortality 28 days after colectomy did not differ between groups. Laparoscopic surgery can be used for safe and radical resection of cancer in the right, left, and sigmoid colon.
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              Defining postoperative ileus: results of a systematic review and global survey.

              There is a lack of an internationally accepted standardised clinical definition for postoperative ileus (POI). This has made it difficult to estimate incidence and identify risk factors and has compromised external validity of clinical trials. To clarify terminology of POI and propose concise, clinically quantifiable definitions. A systematic review extracted definitions from randomised trials published between 1996 and 2011 investigating POI after abdominal surgery. This was followed by a global survey seeking opinions of those who have published in the field. Definitions were extracted from 52 identified trials. Responses were received in the survey from 45 of 118 corresponding authors. Data were amalgamated to synthesise the following definitions: postoperative ileus (POI) "interval from surgery until passage of flatus/stool AND tolerance of an oral diet"; prolonged POI "two or more of nausea/vomiting, inability to tolerate oral diet over 24 h, absence of flatus over 24 h, distension, radiologic confirmation occurring on or after day 4 postoperatively without prior resolution of POI"; recurrent POI "two or more of nausea/vomiting, inability to tolerate oral diet over 24 h, absence of flatus over 24 h, distension, radiologic confirmation, occurring after apparent resolution of POI". Concordance of the latter two definitions with survey responses were ≥75 %. We have proposed standardised endpoints for use in future studies to facilitate objective comparison of competing interventions.
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                Author and article information

                Contributors
                Journal
                Front Oncol
                Front Oncol
                Front. Oncol.
                Frontiers in Oncology
                Frontiers Media S.A.
                2234-943X
                24 July 2023
                2023
                : 13
                : 1206196
                Affiliations
                [1] 1Department of Nutrition, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University , Beijing, China
                [2] 2Department of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University , Beijing, China
                [3] 3Department of Surgery, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University , Beijing, China
                [4] 4School of Graduates, Capital Medical University , Beijing, China
                Author notes

                Edited by: Xuan Zhang, Hong Kong Baptist University, Hong Kong SAR, China

                Reviewed by: Yanbo Yu, Shandong University, China; Litian Ma, Fourth Military Medical University, China

                *Correspondence: Guowang Yang, guowang_yang@ 123456163.com
                Article
                10.3389/fonc.2023.1206196
                10411531
                37564931
                beb51ca7-f1d9-4650-acee-d45aa82fb05c
                Copyright © 2023 Zhang, Yang, Shang, Dan, Shi, Tong and Yang

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 02 June 2023
                : 04 July 2023
                Page count
                Figures: 7, Tables: 8, Equations: 0, References: 79, Pages: 19, Words: 8527
                Funding
                Funded by: National Natural Science Foundation of China , doi 10.13039/501100001809;
                This study was supported by National Natural Science Foundation of China (No.82174453); Hospital-level Project and Cooperation Project of Beijing Hospital of Traditional Chinese Medicine, Capital Medical University (No.LYYB202217); Innovative Work Studio Project for Employees of Beijing Hospital of Traditional Chinese Medicine, Capital Medical University (No.ZT202108).
                Categories
                Oncology
                Original Research
                Custom metadata
                Gastrointestinal Cancers: Colorectal Cancer

                Oncology & Radiotherapy
                acupuncture,postoperative ileus,colorectal cancer,machine-learning,association rules

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