<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2024.1509152</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Acupuncture for hormonal readiness and gut microbiota in obese polycystic ovary syndrome: an open-label, randomized controlled trial</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wu</surname>
<given-names>Tianyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2430837"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Xu</surname>
<given-names>Guixing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1608680"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Hong</surname>
<given-names>Xiaojuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fan</surname>
<given-names>Huaying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2806557"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zeng</surname>
<given-names>Jiuzhi</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1707660"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Jinqun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liang</surname>
<given-names>Fanrong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/778253"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1146974"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Jiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Acupuncture-Moxibustion and Tuina, Chengdu University of Traditional Chinese Medicine</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Affiliated Hospital of Chengdu University of Traditional Chinese Medicine (Sichuan Hospital of Traditional Chinese Medicine)</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Sichuan Clinical Research Center of Acupuncture and Moxibustion, Chengdu University of Traditional Chinese Medicine</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Center of Reproductive Medicine, Sichuan Provincial Maternal and Child Health Hospital</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Biran Zhu, Hubei University of Chinese Medicine, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Zhao Min, Hubei University of Chinese Medicine, China</p>
<p>Qing Qi, Fudan University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Fanrong Liang, <email xlink:href="mailto:acuresearch@126.com">acuresearch@126.com</email>; Jie Yang, <email xlink:href="mailto:yangjie@cdutcm.edu.cn">yangjie@cdutcm.edu.cn</email>; Jiao Chen, <email xlink:href="mailto:chenjiao@cdutcm.edu.cn">chenjiao@cdutcm.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1509152</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Wu, Xu, Hong, Fan, Zeng, Liu, Hu, Liang, Yang and Chen</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Wu, Xu, Hong, Fan, Zeng, Liu, Hu, Liang, Yang and Chen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>To explore whether acupuncture combined with clomiphene can reduce the luteinizing hormone-to follicle-stimulating hormone ratio and impact the gut microbiota in patients with obese polycystic ovary syndrome.</p>
</sec>
<sec>
<title>Methods</title>
<p>This open-label, randomized, parallel-group controlled trial included 86 women aged 20&#x2013;40 years with obese polycystic ovary syndrome and 19 healthy controls. Participants were randomly assigned to either an acupuncture combined with clomiphene group or a clomiphene-only group, with a healthy control group for comparison. The treatment lasted three menstrual cycles, with acupuncture administered three times weekly and clomiphene given daily from day five of menstruation for five consecutive days per cycle. The primary outcome was the change in the luteinizing hormone-to-follicle-stimulating hormone (LH/FSH) ratio. Secondary outcomes included levels of other sex hormones, glucose and lipid metabolism parameters, self-rating anxiety and depression scale scores, and gut microbiota composition.</p>
</sec>
<sec>
<title>Results</title>
<p>Intention-to-treat analysis showed that the adjusted mean luteinizing hormone-to follicle-stimulating hormone ratio decrease was -0.8 (95% CI: -1.14 to -0.46) in the acupuncture combined with clomiphene group and -0.22 (95% CI: -0.47 to 0.01) in the clomiphene group. The adjusted between-group difference was 0.53 (95% CI: 0.24 to 0.82, <italic>p</italic> &lt; 0.001). The levels of Agathobacter faecis increased, and those of <italic>Erysipelatoclostridium spiroforme</italic>, <italic>Streptococcus lutetiensis</italic>, and <italic>Lactococcus lactis</italic> decreased after acupuncture combined with clomiphene treatment (<italic>p</italic> &lt; 0.05).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Acupuncture combined with clomiphene may be safe and effective, reduce the luteinizing hormone-to follicle-stimulating hormone ratio, and improve insulin resistance in obese polycystic ovary syndrome, and these outcomes may be related to the gut microbiota.</p>
</sec>
</abstract>
<kwd-group>
<kwd>acupuncture</kwd>
<kwd>hormonal readiness</kwd>
<kwd>gut microbiota</kwd>
<kwd>obese polycystic ovary syndrome</kwd>
<kwd>randomized controlled trial</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="12"/>
<word-count count="6046"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Reproduction</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Polycystic ovary syndrome (PCOS) is the most common endocrine disorder in women of reproductive age (<xref ref-type="bibr" rid="B1">1</xref>), characterized by phenotypic or biochemical hyperandrogenism, ovulatory dysfunction, and polycystic ovarian morphology on pelvic imaging (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). PCOS affects up to one in seven women and accounts for over $8 billion in annual healthcare costs in the US (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). In addition, approximately 50% of PCOS patients are obese or overweight (<xref ref-type="bibr" rid="B6">6</xref>), which can increase insulin resistance (IR) and compensatory hyperinsulinemia, increasing lipogenesis and decreasing lipolysis, creating a vicious cycle (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). Obesity sensitizes sheath cells to luteinizing hormone (LH) stimulation and amplifies functional ovarian hyperandrogenism by upregulating ovarian androgen production (<xref ref-type="bibr" rid="B12">12</xref>), and hyperandrogenism is considered a major clinical hallmark of PCOS (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Hyperandrogenism enhances the hypothalamic gonadotropin-releasing hormone, suppressing the pulse frequency of LH secretion by suppressing sex steroid-negative feedback, eventually leading to increased LH and androgen levels (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). A high ratio of LH relative to follicle-stimulating hormone (FSH) leads to insufficient follicular development, reduction of dominant follicles, and absence of mature follicles, leading to infertility.</p>
<p>Studies have found that PCOS and obesity are related to the intestinal flora. It is believed that changes in the composition of intestinal microorganisms lead to abnormal metabolites, causing inflammation in the intestines and ovaries, abnormal metabolism in the whole body, and obesity (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>), which, in turn, affects the hormone levels (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Although clomiphene is used as a first-line ovulation-induction drug for infertile women with PCOS who desire to have children, 39.22% of women do not ovulate after taking clomiphene, and the live birth rate is only 7.84%, with some noticeable side effects (<xref ref-type="bibr" rid="B21">21</xref>). It is even more unfortunate that international and local health agencies and drug manufacturers have not shown interest in the treatment of PCOS (<xref ref-type="bibr" rid="B22">22</xref>), and the Food and Drug Administration and European Medicines Agency are yet to approve a drug specifically to treat PCOS (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Consequently, an increasing number of women are seeking treatment for PCOS. As part of traditional Chinese medicine, acupuncture and moxibustion have been used clinically to treat reproduction-related diseases in China for a long time (<xref ref-type="bibr" rid="B25">25</xref>). Despite a large body of research on various forms of acupuncture, the clinical efficacy of acupuncture for PCOS remains controversial (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). In particular, a high-quality randomized controlled trial (RCT) found that acupuncture did not improve the live birth rate in PCOS patients (<xref ref-type="bibr" rid="B28">28</xref>). However, considering that PCOS is usually accompanied by abnormal body weight and that this study carried out a stratified or subgroup analysis to take obesity factors into account, it is still unknown whether acupuncture has different curative effects on obese or overweight PCOS (OPCOS).</p>
<p>In addition, RCTs and meta-analyses have shown that acupuncture may reduce body weight and improve IR in obese patients (<xref ref-type="bibr" rid="B29">29</xref>). A systematic review reported that acupuncture has favorable effects on OPCOS based on low-quality evidence (<xref ref-type="bibr" rid="B30">30</xref>). However, previous curative effect evaluation methods were not sufficiently objective, and the clinical design and statistical methods were flawed, with inconclusive evidence for the efficacy of acupuncture in improving OPCOS hormone levels. In addition, gut microbes and hormone levels are thought to play key roles in the pathogenesis of OPCOS (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B31">31</xref>), and acupuncture has been shown to modulate them (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Therefore, we hypothesized that acupuncture combined with clomiphene (AC) would be an effective treatment for patients with OPCOS and that acupuncture may improve the clinical symptoms of OPCOS by regulating the intestinal microbiota, thereby regulating the level of LH. Based on improved acupuncture methods, we conducted this multi-center RCT to obtain accurate conclusions about the effects of acupuncture using a high-quality clinical research design and considering more objective efficacy indicators and the possible mechanism of action of acupuncture.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study design</title>
<p>This randomized, open-label, parallel-group controlled trial was conducted between February 2020 and December 2021 at the gynecological outpatient departments of Sichuan Women&#x2019;s and Children&#x2019;s Hospital, Sichuan Provincial Hospital of Traditional Chinese Medicine, the Third Affiliated Hospital of Chengdu University of Traditional Chinese Medicine, and Xinan Women&#x2019;s and Children&#x2019;s Hospital. This study aimed to compare AC with clomiphene for the treatment of OPCOS. The ethics review board of the Sichuan Traditional Chinese Medicine Regional Ethical Review Committee approved the study protocol (2019KL-075). The trial was registered with the Chinese Clinical Trial Registry (ChiCTR2000029882). All patients provided written informed consent before participation. The study adhered to the Consolidated Standards of Reporting Trials (<xref ref-type="bibr" rid="B33">33</xref>) and Standards for Reporting Interventions in Clinical Trials of Acupuncture guidelines (<xref ref-type="bibr" rid="B34">34</xref>) for reporting randomized trials. The trial protocol has been published (<xref ref-type="bibr" rid="B35">35</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Participants</title>
<p>From February 2020 to December 2021, participants with persistent OPCOS and healthy subjects were recruited by publishing recruitment advertisements in newspapers or on the information platform of the official website and bulletin boards of various research and recruitment websites by sending out leaflets with recruitment information and conducting free clinics in the community among other activities. Before participation, patients were informed about the study design, the advantages and disadvantages of the treatment, and relevant safety measures that would be used during the trial. All participants provided written informed consent before the start of the study. Physicians with over 3 years of clinical experience performed acupuncture in outpatient clinics. Healthy subjects did not undergo any preliminary treatment and only participated in intestinal microbiome testing. The inclusion and exclusion criteria for the patients and healthy controls are described in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The selection criteria for patients and healthy control subjects (HCs).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Patients with OPCOS</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" align="left">&#x2003;Inclusion criteria:</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;(1) had a diagnosis, at least two of the three symptoms of hypersecretion of androgen, ovulatory dysfunction (Olig ovulation or anovulation), and polycystic ovary &#x2003;&#x2003;morphology, based on ultrasound based on the Revised 2003 Consensus on Diagnostic Criteria and Long-Term Health Risks related to Polycystic Ovary Syndrome &#x2003;&#x2003;established by the Rotterdam ESHRE/ASRM-Sponsored PCOS Consensus Workshop Group35;<break/>&#x2003;&#x2003;(2) BMI &#x2265; 25 kg/m<sup>2</sup>;<break/>&#x2003;&#x2003;(3) were aged between 20 and 40 years;<break/>&#x2003;&#x2003;(4) suitable for administration of clomiphene as an ovulation induction treatment;<break/>&#x2003;&#x2003;(5) voluntarily provided written informed consent prior to randomization.</td>
</tr>
<tr>
<th valign="top" align="left">&#x2003;Exclusion criteria:</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;(1) with hyperandrogenism due to hyperprolactinemia, thyroid disease, congenital adrenal hyperplasia, or Cushing syndrome;<break/>&#x2003;&#x2003;(2) with genital tract malformation, gonadal dysgenesis, and fallopian tube blockage;<break/>&#x2003;&#x2003;(3) with pathological endometrial changes, such as uterine malformation and hysteromyoma;<break/>&#x2003;&#x2003;(4) with severe heart, liver, renal, pulmonary, hematological, or mental disease;<break/>&#x2003;&#x2003;(5) with any allergic condition;<break/>&#x2003;&#x2003;(6) patient has participating in other clinical trials;<break/>&#x2003;&#x2003;(7) with inflammatory bowel disease, irritable bowel syndrome, autoimmune diseases, chronic inflammatory diseases, or cancer;<break/>&#x2003;&#x2003;(8) with gastrointestinal surgery history;<break/>&#x2003;&#x2003;(9) with smoking history, alcohol use history;<break/>&#x2003;&#x2003;(10) with history of taking antibiotics or probiotics in the past 3 months.<break/>&#x2003;&#x2003;Note: Items from (1) to (6) are suitable for clinical observation. Items from (1) to (10) are suitable for metagenomic analysis.</td>
</tr>
</tbody>
</table>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">&#x2003;HCs</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" align="left">&#x2003;Inclusion criteria:</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;(1) female aged 20 to 40 years;<break/>&#x2003;&#x2003;(2) BMI &#x2265; 18.5 kg/m<sup>2</sup> and &#x2264; 25 kg/m<sup>2</sup>;<break/>&#x2003;&#x2003;(3) with regular menstruation;<break/>&#x2003;&#x2003;(4) no primary dysmenorrhea history in the past years;<break/>&#x2003;&#x2003;(5) normal blood/stool/urine test;<break/>&#x2003;&#x2003;(6) voluntarily provided written informed consent.</td>
</tr>
<tr>
<th valign="top" align="left">&#x2003;Exclusion criteria:</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;(1) with antibiotics taking history in the past 3 months;<break/>&#x2003;&#x2003;(2) with probiotics taking history within 1 month;<break/>&#x2003;&#x2003;(3) with smoking history and/or alcohol use;<break/>&#x2003;&#x2003;(4) with inflammatory bowel disease, irritable bowel syndrome, autoimmune diseases, cancer, or other diseases that may influence the gut microbiome;<break/>&#x2003;&#x2003;(5) with gastrointestinal surgery history;<break/>&#x2003;&#x2003;(6) with uncontrolled disease(s) that cause inflammation;<break/>&#x2003;&#x2003;(7) HCs is pregnant or lactating;<break/>&#x2003;&#x2003;(8) with mental disorders, cognitive disorders, or allergic conditions;<break/>&#x2003;&#x2003;(9) HCs has participated in other clinical trials.</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Randomization and masking</title>
<p>OPCOS patients were randomly assigned (1:1) to either the AC or clomiphene alone. Independent statisticians (not researchers) used SPSS (version 27.0; IBM Corp., Armonk, NY, USA) to generate random sequences. Each random number was printed and placed in a separate lighttight envelope managed by a third party. When the participants met the established inclusion criteria for the study and voluntarily signed the informed consent form, the clinical research coordinator called a third party to obtain the subjects&#x2019; random numbers and grouping information. The acupuncturists then arranged the corresponding treatment plans for the participants. Owing to the nature of acupuncture and the control group used in this study, neither the patients nor practitioners could be blinded. At the same time, as the outcome indicators of this study were objective laboratory indicators, such as the LH-to-FSH ratio (LH/FSH), the outcome evaluators were not blinded. However, after the trial period, the statistician responsible for statistical analysis was blinded to the group assignment to prevent bias.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Intervention</title>
<p>All participants were informed of the benefits of healthy lifestyle habits such as regular exercise and healthy eating. The study group received AC citrate treatment, whereas the control group received only clomiphene citrate. Clomiphene citrate treatment will be administered on the fifth day of menstruation to participants without amenorrhea in the study and control groups. Participants will receive treatment with an initial oral dose of 50 mg for 5 continuous days. The acupuncture treatment will be conducted three times a week from the fifth day of menstruation or withdrawal bleeding until the start of the next menstruation, for up to three menstrual cycles. Acupuncture points will be selected based on the Zang-fu organ system, Yin-Yang theory, and clinical rules for PCOS acupoint selection. Two sets of acupoints will be used; each set will be used on alternate treatments. The first acupoint formula comprises DU-20, DU-24, GB-13, RN-12, ST-25, RN-4, EX-CA-1, KI-12, SP-6, and LR-3. The second acupoint formula comprises BL-23, BL-32, SP-6, and KI-3. Disposable, single-use, sterilized needles (Huatuo, Suzhou Medical Appliance Fact. 215005 Suzhou, China) of sizes 0.25mm &#xd7; 25mm, 0.25mm &#xd7; 40mm, and 0.25mm &#xd7; 50mm will be inserted into the acupoints, and a Deqi sensation obtained by manipulating the needles. Each treatment will last for 30&#xa0;min; no manipulation will be used once the Deqi sensation is achieved. The acupuncture treatment will be conducted three times a week from the fifth day of menstruation or withdrawal bleeding until the start of the next menstruation. The intervention lasted for three menstrual cycles in both groups. <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Data Sheet 1</bold>
</xref> presents detailed intervention methods.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Outcomes</title>
<p>The primary outcome was the change in LH/FSH from baseline to after three menstrual cycles. Data were collected before the start of the study (baseline assessment) and after three menstrual cycles. <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Data Sheet 1</bold>
</xref> presents the reasons for selection.</p>
<p>The secondary outcomes included changes in endometrial thickness, follicular diameter, LH, FSH, testosterone, estradiol, prolactin, progesterone, fasting blood glucose, fasting insulin, c peptide, triglyceride, total cholesterol, high-density lipoprotein (HDL), low-density lipoprotein (LDL), and C-reactive protein levels; homeostasis model assessment-IR (HOMA-IR) values; Self-Rating Anxiety Scale (SAS) scores; Self-Rating Depression Scale (SDS) scores; and gut microbiome after three menstrual cycles. Safety results and adverse reactions to acupuncture, such as local subcutaneous bleeding, bruising, hematoma, pain, and fainting, were also documented.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Fecal microbiological outcome</title>
<p>Fecal specimens were collected before the start of the study (baseline assessment) and after three menstrual cycles from patients who met the requirements for collecting intestinal flora in this study. The stool collection methods are detailed in <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Data Sheet 1</bold>
</xref>. The method and process of metagenomic sequencing, as well as the splitting, assembling, filtering of sequencing results, removal of chimeras, species analysis, functional analysis, etc. are presented in <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Data</bold>
</xref> in detail (S1). Bar plot, and heatmap of taxonomy analysis were used to species composition. The Wilcoxon rank sum test, and linear discriminant analysis effect size were used to analysis the difference for group. We perform Alpha/Beta diversity analysis for each sample/group. The Chao1, Shannon, and Simpson index reflect the alpha diversity of the community. The bray distance of the samples is calculated according to the abundance matrix to measure Beta diversity. We also compared the intestinal flora genes with the KEGG database to obtain each functional gene (KO), and the difference KO between groups was tested using the Wilcoxon rank-sum test. In addition, gene pathway annotations were obtained based on KEGG annotation information, and the Reporter Score37 method was used to analyze pathway differences. It was also compared to other gene databases as a sensitivity analysis.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analysis</title>
<p>The sample size was calculated based on the results of a previous study to observe acupuncture&#x2019;s effects on PCOS and noted an average LH/FSH decrease of 0.5 (<xref ref-type="bibr" rid="B36">36</xref>). However, analysis of the effects of clomiphene on PCOS in another study showed an average LH/FSH decrease of 0.53 (<xref ref-type="bibr" rid="B37">37</xref>). In our study, PASS software (version 15.0, NCSS, LLC, East Kayville, UT, USA) was used for sample size calculation. We expected AC and clomiphene to reduce LH/FSH by 1 and 0.5, respectively, setting the standard deviation (SD) to 0.7. We assumed 80% power to detect a between-group difference in the LH/FSH of 0.5 at a significance level of 0.05.&#xa0;A total of 37 participants were required in each group. Assuming a 15% dropout rate, we recruited 86 patients. In this study, the intention-to-treat (ITT) analysis population, consisting of all patients randomized to either group, was the primary population for efficacy and safety analyses.</p>
<p>Multiple imputations supplemented the missing data for all outcome indicators to complete the ITT analysis dataset. Specifically, the predicted mean-matching model was used, the number of iterations was set to 100, and five ITT datasets were generated. Sensitivity analysis was also performed using patients with complete outcome data (per protocol [PP]). An independent sample t-test was used to analyze continuous variables for baseline data analysis, with the results presented as mean &#xb1; SD. The chi-square test was used to analyze categorical variables, with the results presented as numbers and percentages. For the outcome data after three menstrual cycles and changes relative to the baseline, we used an analysis of covariance with age, body mass index, and baseline outcome data as covariates. We plotted a histogram of the residuals to evaluate the normality of the data.</p>
<p>We used the mean, 95% confidence interval (CI), and statistical significance to analyze the outcome indicators. All data analyses were performed using SPSS version 27. This study considered two-tailed <italic>p</italic> &lt; 0.05 as indicating statistical significance for the primary outcome indicators. The Bonferroni method was used for the secondary outcome indicators for multiple comparisons. A total of 20 outcome indicators, with average distribution alphas of 0.05 and <italic>p</italic> &lt; 0.0025, were considered statistically significant. Adverse events (AEs) and serious AEs (SAEs) were also described.</p>
<p>The diversity and relative abundance of the gut microbiota genera and species were analyzed using the Wilcoxon signed-rank sum test and are expressed as medians (interquartile ranges). Linear discriminant analysis effect size (LEfSe) was used to analyze the differences in microbial populations between the AC and control groups, as well as healthy controls, after the treatment while distinguishing the acupuncture-effective samples from the acupuncture-ineffective samples according to the changes in LH/FSH after acupuncture and analyzing the differences in gut flora. Linear discriminant analysis &gt; 2.0 was considered a microorganism with a significant effect. Microbial bioinformatics analysis was performed using R (version 3.1.1, Ross Ihaka and Robert, Auckland, New Zealand). Correlations among clinical variables, bacterial flora, and inflammatory markers were analyzed using linear regression. <italic>p</italic> values &#x2264;0.05 were considered statistically significant. Further details are provided in <xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Data Sheet 1</bold>
</xref>. Statistical analyses were performed using SPSS version 27.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Patient characteristics</title>
<p>A total of 173 patients were screened, of whom 87 were excluded. Finally, 86 patients were randomly assigned to the AC group (mean age: 26.95 [SD: 3.8]) and the clomiphene alone group (mean age: 27.28 [SD: 2.74]). Five (15.0%) patients dropped out during the study, including one (2.3%) in the AC group and four (9.3%) in the clomiphene group (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The baseline characteristics of the patients are presented in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. There were no significant differences between the AC and clomiphene groups regarding any demographic features and no statistically significant differences in health-related indicators such as hormone levels, blood lipid levels, C-reactive protein levels, and SAS and SDS scores. The PP analysis included 81 patients with OPCOS (42 in the AC and 39 in the clomiphene group), and the differences in baseline features between the AC and clomiphene groups were similar to those observed in the ITT analysis (<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table S1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The CONSORT flowchart of the patient flow throughout the study.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1509152-g001.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Baseline Characteristics of the intention-to-treat population.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="center">Acupuncture+ clomiphene<break/> (n = 43)</th>
<th valign="top" align="center">Clomiphene<break/> (n = 43)</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years), mean (SD)</td>
<td valign="top" align="center">26.95 (3.8)</td>
<td valign="top" align="center">27.28 (2.74)</td>
<td valign="top" align="center">0.65</td>
</tr>
<tr>
<td valign="top" align="left">Body mass index (kg/m<sup>2</sup>), mean (SD)</td>
<td valign="top" align="center">27.43 (1.94)</td>
<td valign="bottom" align="center">27.17 (1.36)</td>
<td valign="top" align="center">0.47</td>
</tr>
<tr>
<td valign="top" align="left">Irregular menstruation (years), mean (SD)</td>
<td valign="bottom" align="center">8.44 (5.78)</td>
<td valign="bottom" align="center">8.47 (5.78)</td>
<td valign="top" align="center">0.99</td>
</tr>
<tr>
<td valign="top" align="left">Infertility (years), mean (SD)</td>
<td valign="bottom" align="center">1.14 (1.23)</td>
<td valign="bottom" align="center">0.91 (0.95)</td>
<td valign="top" align="center">0.33</td>
</tr>
<tr>
<td valign="top" align="left">Antidiabetic, n (%)</td>
<td valign="top" align="center">8 (18.6%)</td>
<td valign="bottom" align="center">9 (20.9%)</td>
<td valign="top" align="center">0.78</td>
</tr>
<tr>
<td valign="top" align="left">Endometrial thickness (mm), mean (SD)</td>
<td valign="bottom" align="center">5.98 (1.74)</td>
<td valign="bottom" align="center">6 (2.17)</td>
<td valign="top" align="center">0.96</td>
</tr>
<tr>
<td valign="top" align="left">Follicular diameter (mm), mean (SD)</td>
<td valign="bottom" align="center">8.86 (1.55)</td>
<td valign="bottom" align="center">8.58 (1.74)</td>
<td valign="top" align="center">0.43</td>
</tr>
<tr>
<td valign="top" align="left">LH (mIU/mL), mean (SD)</td>
<td valign="bottom" align="center">12.75 (5.16)</td>
<td valign="bottom" align="center">12.28 (5.64)</td>
<td valign="top" align="center">0.68</td>
</tr>
<tr>
<td valign="top" align="left">FSH (mIU/mL), mean (SD)</td>
<td valign="bottom" align="center">5.98 (1.06)</td>
<td valign="bottom" align="center">5.8 (1.35)</td>
<td valign="top" align="center">0.51</td>
</tr>
<tr>
<td valign="middle" align="left">LH/FSH, mean (SD)</td>
<td valign="bottom" align="center">2.17 (0.85)</td>
<td valign="bottom" align="center">2.13 (0.95)</td>
<td valign="top" align="center">0.86</td>
</tr>
<tr>
<td valign="middle" align="left">T (ng/dL), mean (SD)</td>
<td valign="bottom" align="center">43.45 (13.32)</td>
<td valign="bottom" align="center">40.71 (16.87)</td>
<td valign="top" align="center">0.40</td>
</tr>
<tr>
<td valign="middle" align="left">E2 (pg/mL), mean (SD)</td>
<td valign="bottom" align="center">42.37 (14.81)</td>
<td valign="bottom" align="center">41.17 (20.52)</td>
<td valign="top" align="center">0.76</td>
</tr>
<tr>
<td valign="middle" align="left">PRL (uIU/mL), mean (SD)</td>
<td valign="bottom" align="center">282.03 (60.68)</td>
<td valign="bottom" align="center">280.3 (63.41)</td>
<td valign="top" align="center">0.90</td>
</tr>
<tr>
<td valign="middle" align="left">P (ng/mL), mean (SD)</td>
<td valign="bottom" align="center">0.31 (0.14)</td>
<td valign="bottom" align="center">0.28 (0.16)</td>
<td valign="top" align="center">0.28</td>
</tr>
<tr>
<td valign="middle" align="left">Fasting blood glucose (mmol/L), mean (SD)</td>
<td valign="bottom" align="center">5.3 (0.35)</td>
<td valign="bottom" align="center">5.16 (0.43)</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="middle" align="left">Fasting insulin (mIU/L), mean (SD)</td>
<td valign="bottom" align="center">13.73 (6.1)</td>
<td valign="bottom" align="center">13.06 (6.05)</td>
<td valign="top" align="center">0.61</td>
</tr>
<tr>
<td valign="middle" align="left">HOMA IR, mean (SD)</td>
<td valign="bottom" align="center">3.26 (1.53)</td>
<td valign="bottom" align="center">2.98 (1.38)</td>
<td valign="top" align="center">0.38</td>
</tr>
<tr>
<td valign="middle" align="left">C Peptide (nmol/L), mean (SD)</td>
<td valign="bottom" align="center">2.07 (0.87)</td>
<td valign="bottom" align="center">1.86 (0.83)</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="middle" align="left">Triglyceride (mmol/L), mean (SD)</td>
<td valign="bottom" align="center">2.53 (1.05)</td>
<td valign="bottom" align="center">2.35 (1.05)</td>
<td valign="top" align="center">0.45</td>
</tr>
<tr>
<td valign="middle" align="left">Total cholesterol (mmol/L), mean (SD)</td>
<td valign="bottom" align="center">4.68 (0.8)</td>
<td valign="bottom" align="center">4.45 (0.75)</td>
<td valign="top" align="center">0.16</td>
</tr>
<tr>
<td valign="middle" align="left">HDL (mmol/L), mean (SD)</td>
<td valign="bottom" align="center">1.46 (0.4)</td>
<td valign="bottom" align="center">1.33 (0.47)</td>
<td valign="top" align="center">0.18</td>
</tr>
<tr>
<td valign="middle" align="left">LDL (mmol/L), mean (SD)</td>
<td valign="bottom" align="center">3.31 (0.63)</td>
<td valign="bottom" align="center">3.12 (0.77)</td>
<td valign="top" align="center">0.19</td>
</tr>
<tr>
<td valign="middle" align="left">C reaction (mg/L), mean (SD)</td>
<td valign="bottom" align="center">5.57 (1.98)</td>
<td valign="bottom" align="center">4.75 (1.94)</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="middle" align="left">SAS, mean (SD)</td>
<td valign="bottom" align="center">61.4 (7.82)</td>
<td valign="bottom" align="center">58.14 (11.16)</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="middle" align="left">SDS, mean (SD)</td>
<td valign="bottom" align="center">58.09 (9.75)</td>
<td valign="bottom" align="center">60.53 (8.9)</td>
<td valign="top" align="center">0.23</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Primary outcome</title>
<p>The ITT analysis of the first multiple interpolation set revealed that the adjusted mean decrease in LH/FSH was -0.8 (95%CI: -1.14 to -0.46) in the AC group and -0.22 (95%CI: -0.47 to 0.01) in the clomiphene group (<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table S1</bold>
</xref>). The adjusted between-group difference in the five summarized ITT sets was 0.53 (95%CI: 0.24 to 0.82; <italic>p</italic> &lt; 0.001; <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The adjusted mean LH/FSH decreased by -0.77 (95%CI: -1.12 to -0.43) in the AC group and -0.19 (95%CI: -0.46 to 0.07) in the clomiphene group. The adjusted between-group difference was 0.52 (95%CI: 0.22 to 0.82; <italic>p</italic> = 0.001) according to the PP analysis (<xref ref-type="supplementary-material" rid="SF6">
<bold>Supplementary Table S2</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Primary and secondary outcomes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Outcome</th>
<th valign="top" align="center">Clomiphene (n = 39)</th>
<th valign="top" align="center">Acupuncture + Clomiphene <break/>(n = 42)</th>
<th valign="top" align="center">Adjusted difference</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="5" align="left">Endometrial thickness, mm</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">6.48 (5.69, 7.28)</td>
<td valign="bottom" align="center">7.59 (6.97, 8.22)</td>
<td valign="bottom" align="center">-0.99 (-1.92, -0.05)</td>
<td valign="bottom" align="center">
<bold>0.030</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.51 (-0.25, 1.27)</td>
<td valign="bottom" align="center">1.57 (0.7, 2.43)</td>
<td valign="bottom" align="center">-0.99 (-1.92, -0.05)</td>
<td valign="bottom" align="center">
<bold>0.030</bold>
</td>
</tr>
<tr>
<th valign="top" colspan="5" align="left">Follicular diameter, mm</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">15.05 (13.6, 16.5)</td>
<td valign="bottom" align="center">18.12 (16.89, 19.34)</td>
<td valign="bottom" align="center">-2.82 (-4.59, -1.06)</td>
<td valign="bottom" align="center">
<bold>0.002</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">6.54 (5.12, 7.96)</td>
<td valign="bottom" align="center">9.19 (7.85, 10.53)</td>
<td valign="bottom" align="center">-2.82 (-4.59, -1.06)</td>
<td valign="bottom" align="center">
<bold>0.002</bold>
</td>
</tr>
<tr>
<th valign="top" colspan="5" align="left">LH, mIU/mL</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">11.23 (10.09, 12.37)</td>
<td valign="bottom" align="center">7.38 (6.19, 8.57)</td>
<td valign="bottom" align="center">4.09 (2.55, 5.62)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-0.63 (-2.2, 0.94)</td>
<td valign="bottom" align="center">-5.4 (-7.31, -3.5)</td>
<td valign="bottom" align="center">4.09 (2.55, 5.63)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<th valign="top" colspan="5" align="left">FSH, mIU/mL</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">5.94 (5.52, 6.35)</td>
<td valign="bottom" align="center">5.84 (5.27, 6.41)</td>
<td valign="bottom" align="center">0.27 (-0.35, 0.89)</td>
<td valign="bottom" align="center">0.425</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.22 (-0.12, 0.57)</td>
<td valign="bottom" align="center">-0.12 (-0.72, 0.47)</td>
<td valign="bottom" align="center">0.27 (-0.34, 0.89)</td>
<td valign="bottom" align="center">0.425</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">LH/FSH</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">1.89 (1.71, 2.06)</td>
<td valign="bottom" align="center">1.39 (1.13, 1.64)</td>
<td valign="bottom" align="center">0.53 (0.24, 0.82)</td>
<td valign="bottom" align="center">
<bold>0.001</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-0.19 (-0.46, 0.07)</td>
<td valign="bottom" align="center">-0.77 (-1.12, -0.43)</td>
<td valign="middle" align="center">0.53 (0.24, 0.82)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">T, ng/dL</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">45.3 (37.8, 52.79)</td>
<td valign="bottom" align="center">18.94 (11.16, 26.72)</td>
<td valign="bottom" align="center">25.12 (14.92, 35.33)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">4.42 (-4.76, 13.6)</td>
<td valign="bottom" align="center">-24.14 (-32.91, -15.36)</td>
<td valign="bottom" align="center">25.09 (14.88, 35.29)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">E2, pg/mL</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">57.31 (48.85, 65.77)</td>
<td valign="bottom" align="center">62.43 (53.82, 71.05)</td>
<td valign="bottom" align="center">-1.72 (-13.01, 9.57)</td>
<td valign="bottom" align="center">0.481</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">18.8 (8.42, 29.17)</td>
<td valign="bottom" align="center">20.48 (11.31, 29.65)</td>
<td valign="bottom" align="center">-1.76 (-13.05, 9.54)</td>
<td valign="bottom" align="center">0.481</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">PRL, uIU/mL</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">372.28 (342.74, 401.81)</td>
<td valign="bottom" align="center">389.65 (352.22, 427.08)</td>
<td valign="bottom" align="center">-13.05 (-57.76, 31.67)</td>
<td valign="bottom" align="center">0.415</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">96.85 (63.59, 130.11)</td>
<td valign="bottom" align="center">106.42 (64.19, 148.64)</td>
<td valign="bottom" align="center">-13.12 (-57.84, 31.6)</td>
<td valign="bottom" align="center">0.415</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">P, ng/mL</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">0.47 (0.39, 0.54)</td>
<td valign="bottom" align="center">0.41 (0.35, 0.47)</td>
<td valign="bottom" align="center">0.07 (-0.03, 0.16)</td>
<td valign="bottom" align="center">0.266</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.2 (0.12, 0.28)</td>
<td valign="bottom" align="center">0.1 (0.02, 0.18)</td>
<td valign="bottom" align="center">0.07 (-0.03, 0.16)</td>
<td valign="bottom" align="center">0.266</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Fasting blood glucose, mmol/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">5.22 (5.05, 5.38)</td>
<td valign="bottom" align="center">4.91 (4.76, 5.06)</td>
<td valign="bottom" align="center">0.3 (0.07, 0.53)</td>
<td valign="bottom" align="center">
<bold>0.006</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.05 (-0.12, 0.23)</td>
<td valign="bottom" align="center">-0.39 (-0.56, -0.21)</td>
<td valign="bottom" align="center">0.3 (0.07, 0.53)</td>
<td valign="bottom" align="center">
<bold>0.006</bold>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Fasting insulin, mIU/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">14.73 (13.01, 16.45)</td>
<td valign="bottom" align="center">10.91 (9.2, 12.61)</td>
<td valign="bottom" align="center">4.29 (1.94, 6.63)</td>
<td valign="bottom" align="center">
<bold>0.002</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">2.25 (-0.13, 4.65)</td>
<td valign="bottom" align="center">-2.96 (-5.53, -0.38)</td>
<td valign="bottom" align="center">4.3 (1.95, 6.65)</td>
<td valign="bottom" align="center">
<bold>0.002</bold>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">HOMA IR</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">3.42 (3, 3.84)</td>
<td valign="bottom" align="center">2.39 (2, 2.77)</td>
<td valign="bottom" align="center">1.13 (0.61, 1.66)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.57 (0.03, 1.11)</td>
<td valign="bottom" align="center">-0.9 (-1.5, -0.3)</td>
<td valign="bottom" align="center">1.14 (0.61, 1.66)</td>
<td valign="bottom" align="center">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">C Peptide, nmol/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">3.17 (2.66, 3.69)</td>
<td valign="bottom" align="center">3.21 (2.67, 3.75)</td>
<td valign="bottom" align="center">-0.03 (-0.71, 0.66)</td>
<td valign="bottom" align="center">0.866</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">1.25 (0.84, 1.67)</td>
<td valign="bottom" align="center">1.11 (0.51, 1.7)</td>
<td valign="bottom" align="center">-0.02 (-0.7, 0.66)</td>
<td valign="bottom" align="center">0.866</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Triglyceride, mmol/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">2.66 (2.18, 3.15)</td>
<td valign="bottom" align="center">2.45 (2, 2.91)</td>
<td valign="bottom" align="center">0.28 (-0.28, 0.85)</td>
<td valign="bottom" align="center">0.287</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.23 (-0.2, 0.68)</td>
<td valign="bottom" align="center">-0.06 (-0.53, 0.39)</td>
<td valign="bottom" align="center">0.28 (-0.29, 0.85)</td>
<td valign="bottom" align="center">0.287</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Total cholesterol, mmol/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">3.87 (3.43, 4.32)</td>
<td valign="bottom" align="center">4.24 (3.76, 4.72)</td>
<td valign="bottom" align="center">-0.12 (-0.74, 0.49)</td>
<td valign="bottom" align="center">0.541</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-0.5 (-0.99, -0.01)</td>
<td valign="bottom" align="center">-0.43 (-0.92, 0.04)</td>
<td valign="bottom" align="center">-0.12 (-0.74, 0.49)</td>
<td valign="bottom" align="center">0.541</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">HDL, mmol/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">1.08 (1.02, 1.14)</td>
<td valign="bottom" align="center">1.13 (1.07, 1.2)</td>
<td valign="bottom" align="center">-0.06 (-0.14, 0.03)</td>
<td valign="bottom" align="center">0.215</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-0.26 (-0.42, -0.1)</td>
<td valign="bottom" align="center">-0.32 (-0.48, -0.17)</td>
<td valign="bottom" align="center">-0.06 (-0.15, 0.03)</td>
<td valign="bottom" align="center">0.215</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">LDL, mmol/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">3.64 (3.2, 4.07)</td>
<td valign="bottom" align="center">4.11 (3.67, 4.55)</td>
<td valign="bottom" align="center">-0.42 (-1.06, 0.22)</td>
<td valign="bottom" align="center">0.134</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">0.61 (0.14, 1.09)</td>
<td valign="bottom" align="center">0.79 (0.31, 1.27)</td>
<td valign="bottom" align="center">-0.42 (-1.06, 0.21)</td>
<td valign="bottom" align="center">0.134</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">C reaction, mg/L</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">4.69 (4, 5.37)</td>
<td valign="bottom" align="center">5.22 (4.55, 5.89)</td>
<td valign="bottom" align="center">-0.31 (-1.18, 0.56)</td>
<td valign="bottom" align="center">0.513</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-0.2 (-1.02, 0.6)</td>
<td valign="bottom" align="center">-0.34 (-1.03, 0.33)</td>
<td valign="bottom" align="center">-0.31 (-1.18, 0.56)</td>
<td valign="bottom" align="center">0.513</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">SAS</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">45 (41.99, 48)</td>
<td valign="bottom" align="center">45.39 (42.42, 48.36)</td>
<td valign="bottom" align="center">2.44 (-1.27, 6.16)</td>
<td valign="bottom" align="center">0.370</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-11.97 (-15.64, -8.29)</td>
<td valign="bottom" align="center">-16.46 (-19.71, -13.2)</td>
<td valign="bottom" align="center">2.42 (-1.3, 6.13)</td>
<td valign="bottom" align="center">0.370</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">SDS</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;At three menstrual cycles</td>
<td valign="bottom" align="center">49.74 (44.87, 54.6)</td>
<td valign="bottom" align="center">48.36 (43.54, 53.18)</td>
<td valign="bottom" align="center">1.55 (-4.88, 7.98)</td>
<td valign="bottom" align="center">0.702</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Change (0-three menstrual cycles)</td>
<td valign="bottom" align="center">-10.97 (-16.06, -5.88)</td>
<td valign="bottom" align="center">-10.12 (-16.11, -4.12)</td>
<td valign="bottom" align="center">1.53 (-4.89, 7.95)</td>
<td valign="bottom" align="center">0.702</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold values represent p &lt; 0.05, indicating statistical significance.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Secondary outcomes</title>
<p>The ITT analysis of the first multiple interpolation set showed that the follicular diameter increased by 9.25 (95%CI: 7.97 to 10.53) in the AC group and 6.53 (95%CI: 5.25 to 7.82) in the clomiphene group (<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table S1</bold>
</xref>). The adjusted between-group difference in the five summarized ITT sets was -2.82 (95%CI: -4.59 to -1.06; <italic>p</italic> = 0.002). The LH decreased by -5.5 (mIU/mL) (95%CI: -7.37 to -3.63) in the AC group and -1.04 (mIU/mL) (95%CI: -2.54 to 0.44) in the clomiphene group (<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table S1</bold>
</xref>). The adjusted between-group difference in the five summarized ITT sets was 4.09 (95%CI: 2.55 to 5.63; <italic>p</italic> &lt; 0.001). The AC group showed a decrease of -24.52 (ng/dL) (95%CI: -33.03 to -16.01), and the clomiphene group showed an increase of 2.31 (ng/dL) (95%CI: -6.3 to 10.93) in testosterone levels. The AC group showed a decrease of -2.77 (mIU/L) (95%CI: -5.25 to -0.29), and the clomiphene group showed an increase of 2.21 (mIU/L) (95%CI: 0 to 4.43) in fasting insulin levels. The AC group showed a decrease of -0.82 (95%CI: -1.4 to -0.24), and the clomiphene group showed an increase of 0.52 (95%CI: 0.03 to 1.02) in HOMA-IR values. There were no statistically significant differences in the other outcomes (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Tables S1</bold>
</xref>-<xref ref-type="supplementary-material" rid="SF7">
<bold>S3</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Fecal microbiological outcome</title>
<p>In total, 59 subjects were included in the metagenomic analysis, with 21 patients in the AC group, 19 in the clomiphene group, and 19 in the healthy control group. The basic information is presented in <xref ref-type="supplementary-material" rid="SF8">
<bold>Supplementary Table S4</bold>
</xref>. There were significant differences in the structure, diversity, and function of the intestinal flora between patients with OPCOS and healthy controls. After AC treatment, the abundance of <italic>Erysipelatoclostridium</italic> and <italic>Proteus</italic> decreased at the genus level (<italic>p</italic> &lt; 0.05). In contrast, the abundance of <italic>Agathobacter faecis</italic> increased (<italic>p</italic> &lt; 0.05), and <italic>Erysipelatoclostridium spiroforme</italic>, <italic>Streptococcus lutetiensis</italic>, and <italic>Lactococcus lactis</italic> decreased (<italic>p</italic> &lt; 0.05) at the species level. However, there were no statistically significant differences in terms of diversity. An LEfSe revealed that <italic>A. faecis</italic> was significantly enriched after acupuncture. The functional analysis revealed statistically significant differences in 54 cases of Kyoto Encyclopedia of Genes and Genomes ontology (KO) before and after acupuncture (<italic>p</italic> &lt; 0.05). The top 10 KOs were mainly related to proteins and transporters involved in genetic material metabolism, carbohydrate transport and metabolism, and oxidative stress. See <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Data Sheets 1</bold>
</xref> and  <xref ref-type="supplementary-material" rid="SF2">
<bold>2</bold>
</xref> for the detailed gut microbiota analysis results.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Safety</title>
<p>During the study, there were 55 acupoint bleeding events, which were treated by applying pressure with sterile cotton swabs. There were also 23 local acupoint bruises, seven cases of local pain after acupuncture, and one local hematoma at the acupoint, none of which required further treatment. These AEs are common phenomena in clinical acupuncture, and the treatment methods are also based on the routine clinical treatment methods provided in the textbook &#x201c;Acupuncture and Moxibustion&#x201d;. No SAEs occurred during the study period.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This was an open-label, randomized, parallel-group controlled trial investigating the efficacy of AC treatment for OPCOS. The results support the idea that AC modulates hormone levels in OPCOS, although the gut microbiota may play only a minor role in the effects of AC on OPCOS. We found that AC reduced the LH/FSH ratio in patients with OPCOS to a greater extent than clomiphene alone. In addition, there was no difference in drug use between the two groups. Therefore, it is reasonable to assume that the additional improvement effect on the LH/FSH ratio in the AC group may have stemmed from the effects of acupuncture. The study also demonstrated that adding acupuncture did not lead to an increase in AEs, and no participants withdrew from the study due to acupuncture-related adverse effects. This suggests that acupuncture has a favorable safety and compliance profile, with high patient acceptance. The results of the ITT and PP analyses were consistent, further enhancing the reliability of the findings. Thus, considering that the current treatment methods for OPCOS are limited, AC may be used as an expectant treatment.</p>
<p>This study found that AC treatment led to a decrease in LH/FSH from 2.2 (SD = 0.9) to 1.4 (SD = 1.2), mainly because of a decrease in LH levels rather than changes in FSH levels. This is consistent with the results of a previous study that found that acupuncture alone reduced LH/FSH in OPCOS from 3.0 (SD = 0.8) to 1.6 (SD = 0.8) and that there was no difference in the results when compared with those of cyproterone acetate and ethinyl estradiol (<xref ref-type="bibr" rid="B38">38</xref>). A Chinese study suggested that acupuncture might modulate the hypothalamic-pituitary-ovarian (HPO) axis (<xref ref-type="bibr" rid="B39">39</xref>). HPO axis disorders are one of the main pathological features in PCOS patients. When HPO axis disorders occur, they lead to increased LH release and an elevated LH/FSH ratio (<xref ref-type="bibr" rid="B40">40</xref>). Increased pituitary sensitivity to gonadotropin-releasing hormone (GnRH) results in enhanced LH secretion (<xref ref-type="bibr" rid="B41">41</xref>). Study has shown that acupoint stimulation raises the levels of beta-endorphin in both the central and peripheral circulatory systems, which inhibits GnRH secretion and thus reduces LH levels (<xref ref-type="bibr" rid="B42">42</xref>). Meanwhile, Wang et&#xa0;al. found that EA could alleviate the decrease in GnRH and the increase in LH in PCOS-like rats by inhibiting the upregulation of kisspeptin protein in the hypothalamus and arcuate nucleus (<xref ref-type="bibr" rid="B43">43</xref>).</p>
<p>This study also found that AC treatment showed an increase in the follicular diameter from 8.9 (mm) (SD = 1.6) to 18.1 (mm) (SD = 5.6) and improved the quality of follicles when compared with treatment with clomiphene alone. This finding is consistent with the results of several previous studies (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). Additionally, studies have shown that excessive insulin accumulation can increase the GnRH pulse frequency in PCOS patients, upregulate LH receptor binding sites, and reduce circulating sex hormone-binding globulin (SHBG) levels (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>). Moreover, AC treatment improved IR in OPCOS patients (<xref ref-type="bibr" rid="B48">48</xref>&#x2013;<xref ref-type="bibr" rid="B50">50</xref>). Studies have found that AC affects both glucose and lipid metabolism. However, no effect on lipid metabolism was observed in this study (<xref ref-type="bibr" rid="B51">51</xref>). These evidences suggest that AC could improve a variety of symptoms in patients with OPCOS, as evidenced by lowering LH/FSH, increasing follicle diameter and endometrial thickness, lowering T levels, improving insulin resistance, as well as improving fasting blood glucose and fasting insulin levels.</p>
<p>Consistent with previous findings (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>), there was also a significant relationship between OPCOS and gut flora. The abundance of <italic>Bacteroidetes</italic> and <italic>Firmicutes</italic> was lower in patients with OPCOS than in healthy individuals. Research suggests that alterations in the gut microbiota lead to a decrease in the metabolism of glycocholic acid and tauro-ursodeoxycholic acid, resulting in reduced levels of interleukin-22 (IL-22), which is closely associated with the pathogenesis of PCOS (<xref ref-type="bibr" rid="B52">52</xref>). It has been found that patients with PCOS have reduced abundances of <italic>Firmicutes</italic>, <italic>Proteobacteria</italic>, and <italic>Bacteroidetes (</italic>
<xref ref-type="bibr" rid="B54">54</xref>). Furthermore, the reduced <italic>Firmicutes</italic>/<italic>Bacteroidetes</italic> ratio is also associated with obesity (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>). Acupuncture may effectively restore the metabolic balance of the gut microbiota in PCOS patients by modulating the brain-gut-microbiome axis (<xref ref-type="bibr" rid="B57">57</xref>). In this study, when considering specific species such as <italic>Fusarium</italic>, <italic>Trichinella</italic>, <italic>Streptococcus luteus</italic>, and <italic>Lactococcus lactis</italic>, AC may only induce slight changes in the gut microbiota of PCOS patients. Thursby et&#xa0;al. proposed that changes in the abundance of <italic>Firmicutes</italic> are related to metabolic health (<xref ref-type="bibr" rid="B58">58</xref>). Specifically, <italic>Firmicutes</italic> may be involved in the production of short-chain fatty acids (SCFAs) such as propionate and butyrate, which play a regulatory role in metabolic disorders such as hormone imbalance, obesity, and insulin resistance. <italic>Clostridium spiralis</italic>, <italic>Streptococcus luteus</italic>, and <italic>Lactococcus lactis</italic> all belong to the <italic>Firmicutes</italic> phylum, and acupuncture may alleviate PCOS-related pathological manifestations by modulating these microbiota. Additionally, some specific taxa within the <italic>Proteobacteria</italic> phylum, such as <italic>Gammaproteobacteria</italic> and <italic>Mixococcales</italic>, have been shown to correlate with estradiol levels (<xref ref-type="bibr" rid="B59">59</xref>). Other studies indicate that certain Proteobacteria taxa may influence obesity traits in PCOS patients (<xref ref-type="bibr" rid="B60">60</xref>). As part of the <italic>Proteobacteria</italic> phylum, the abundance of <italic>A. faecalis</italic> improved after acupuncture treatment, potentially alleviating PCOS symptoms. However, there is currently no clear evidence supporting the exact mechanism of this improvement, and further research is needed to explore its potential mechanisms of action.</p>
<p>Although this study provides important insights, certain limitations remain. First, the sample size limitation may affect the robustness of the results. Although a reasonably appropriate sample size was selected for this study, a smaller sample size may impact the results, and future research should consider expanding the sample size to validate the reliability of the findings. Second, since the main objective of this study was to assess the effect of acupuncture combined with clomiphene on obese PCOS, a separate acupuncture group was not included. Future studies could add an acupuncture-only group to investigate the therapeutic effect of acupuncture alone on patients. Finally, this study had a short follow-up period; patients will continue to be monitored over a longer duration in the future to provide a more comprehensive understanding of the treatment&#x2019;s efficacy and safety.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>This study showed that acupuncture plus clomiphene is a safe and effective treatment that reduces LH/FSH and improves IR in patients with OPCOS and that the gut microbiota may somewhat mediate these effects. The long-term curative effects and mechanisms underlying these effects of acupuncture treatment for OPCOS require further investigation.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the ethics review board of the Sichuan Traditional Chinese Medicine Regional Ethical Review Committee approved the study protocol (2019KL-075). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>TW: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Methodology, Formal analysis. GX: Writing &#x2013; original draft, Methodology, Formal analysis. XH: Writing &#x2013; original draft,&#xa0;Methodology, Formal analysis. HF: Writing &#x2013; review &amp; editing, Data curation. JZ: Writing &#x2013; review &amp; editing, Data curation. YL: Writing &#x2013; review &amp; editing, Visualization. JH: Writing &#x2013; review &amp; editing, Visualization. FL: Writing &#x2013; review &amp; editing, Supervision, Funding acquisition, Conceptualization. JY: Writing &#x2013; review &amp; editing, Supervision, Funding acquisition, Conceptualization. JC:&#xa0;Writing &#x2013; review &amp; editing, Supervision, Funding acquisition, Conceptualization.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was funded by the Science and Technology Department of Sichuan Province (grant no. 2023NSFSC0697) and the National Natural Science Foundation of China (grant no. 81804203).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful to the patients who participated in this study and to all the researchers, this study would not have been possible without them. We also thank Professor Zheng Weijun of Zhejiang Chinese Medicine University for his guidance on the statistical methods of this study, who did not receive task benefits.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fendo.2024.1509152/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fendo.2024.1509152/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SF1" mimetype="application/pdf">
<label>Supplementary Data Sheet 1</label>
<caption>
<p>Supplement of research methods and gut microbiota analysis</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet2.pdf" id="SF2" mimetype="application/pdf">
<label>Supplementary Data Sheet 2</label>
<caption>
<p>All results of metagenomic analysis.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.pdf" id="SF3" mimetype="application/pdf">
<label>Supplementary Data Sheet 3</label>
<caption>
<p>
<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Tables S1</bold>
</xref>-<xref ref-type="supplementary-material" rid="SF8">
<bold>S4</bold>
</xref>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.xlsx" id="SF5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>All organized analysis results.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.xlsx" id="SF6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Descriptive results for all modeling analyses.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.xlsx" id="SF7" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;3</label>
<caption>
<p>Statistics for all modeling analyses.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.xlsx" id="SF8" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;4</label>
<caption>
<p>Baseline characteristics of metagenomic studies.</p>
</caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bozdag</surname> <given-names>G</given-names>
</name>
<name>
<surname>Mumusoglu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zengin</surname> <given-names>D</given-names>
</name>
<name>
<surname>Karabulut</surname> <given-names>E</given-names>
</name>
<name>
<surname>Yildiz</surname> <given-names>BO</given-names>
</name>
</person-group>. <article-title>The prevalence and phenotypic features of polycystic ovary syndrome: a systematic review and meta-analysis</article-title>. <source>Hum Reprod</source>. (<year>2016</year>) <volume>31</volume>:<page-range>2841&#x2013;55</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/humrep/dew218</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Rotterdam ESHRE/ASRM-Sponsored PCOS Consensus Workshop Group</collab>
</person-group>. <article-title>Revised 2003 consensus on diagnostic criteria and long-term health risks related to polycystic ovary syndrome</article-title>. <source>Fertil Steril</source>. (<year>2004</year>) <volume>81</volume>:<fpage>19</fpage>&#x2013;<lpage>25</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fertnstert.2003.10.004</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Rotterdam ESHRE/ASRM-Sponsored PCOS consensus workshop group</collab>
</person-group>. <article-title>Revised 2003 consensus on diagnostic criteria and long-term health risks related to polycystic ovary syndrome (PCOS)</article-title>. <source>Hum Reprod</source>. (<year>2004</year>) <volume>19</volume>:<page-range>41&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/humrep/deh098</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wolf</surname> <given-names>WM</given-names>
</name>
<name>
<surname>Wattick</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Kinkade</surname> <given-names>ON</given-names>
</name>
<name>
<surname>Olfert</surname> <given-names>MD</given-names>
</name>
</person-group>. <article-title>Geographical prevalence of polycystic ovary syndrome as determined by region and race/ethnicity</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2018</year>) <volume>15</volume>:<elocation-id>2589</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijerph15112589</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riestenberg</surname> <given-names>C</given-names>
</name>
<name>
<surname>Jagasia</surname> <given-names>A</given-names>
</name>
<name>
<surname>Markovic</surname> <given-names>D</given-names>
</name>
<name>
<surname>Buyalos</surname> <given-names>RP</given-names>
</name>
<name>
<surname>Azziz</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Health care-related economic burden of polycystic ovary syndrome in the United States: pregnancy-related and long-term health consequences</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2022</year>) <volume>107</volume>:<page-range>575&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/clinem/dgab613</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Costello</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Eden</surname> <given-names>JA</given-names>
</name>
</person-group>. <article-title>A systematic review of the reproductive system effects of metformin in patients with polycystic ovary syndrome</article-title>. <source>Fertil Steril</source>. (<year>2003</year>) <volume>79</volume>:<fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0015-0282(02)04554-5</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Legro</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Castracane</surname> <given-names>VD</given-names>
</name>
<name>
<surname>Kauffman</surname> <given-names>RP</given-names>
</name>
</person-group>. <article-title>Detecting insulin resistance in polycystic ovary syndrome: purposes and pitfalls</article-title>. <source>Obstet Gynecol Surv</source>. (<year>2004</year>) <volume>59</volume>:<page-range>141&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/01.OGX.0000109523.25076.E2</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moran</surname> <given-names>LJ</given-names>
</name>
<name>
<surname>Misso</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Wild</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Norman</surname> <given-names>RJ</given-names>
</name>
</person-group>. <article-title>Impaired glucose tolerance, type 2 diabetes and metabolic syndrome in polycystic ovary syndrome: a systematic review and meta-analysis</article-title>. <source>Hum Reprod Update</source>. (<year>2010</year>) <volume>16</volume>:<page-range>347&#x2013;63</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/humupd/dmq001</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moran</surname> <given-names>C</given-names>
</name>
<name>
<surname>Arriaga</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rodriguez</surname> <given-names>G</given-names>
</name>
<name>
<surname>Moran</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Obesity differentially affects phenotypes of polycystic ovary syndrome</article-title>. <source>Int J Endocrinol</source>. (<year>2012</year>) <volume>2012</volume>:<elocation-id>317241</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2012/317241</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Diamanti-Kandarakis</surname> <given-names>E</given-names>
</name>
<name>
<surname>Dunaif</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Insulin resistance and the polycystic ovary syndrome revisited: an update on mechanisms and implications</article-title>. <source>Endocr Rev</source>. (<year>2012</year>) <volume>33</volume>:<fpage>981</fpage>&#x2013;<lpage>1030</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/er.2011-1034</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hart</surname> <given-names>R</given-names>
</name>
<name>
<surname>Doherty</surname> <given-names>DA</given-names>
</name>
</person-group>. <article-title>The potential implications of a PCOS diagnosis on a woman&#x2019;s long-term health using data linkage</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2015</year>) <volume>100</volume>:<page-range>911&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/jc.2014-3886</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Legro</surname> <given-names>RS</given-names>
</name>
</person-group>. <article-title>Obesity and PCOS: implications for diagnosis and treatment</article-title>. <source>Semin Reprod Med</source>. (<year>2012</year>) <volume>30</volume>:<fpage>496</fpage>&#x2013;<lpage>506</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1055/s-0032-1328878</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rojas</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ch&#xe1;vez</surname> <given-names>M</given-names>
</name>
<name>
<surname>Olivar</surname> <given-names>L</given-names>
</name>
<name>
<surname>Rojas</surname> <given-names>M</given-names>
</name>
<name>
<surname>Morillo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Mej&#xed;as</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Polycystic ovary syndrome, insulin resistance, and obesity: navigating the pathophysiologic labyrinth</article-title>. <source>Int J Reprod Med</source>. (<year>2014</year>) <volume>2014</volume>:<elocation-id>719050</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2014/719050</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blank</surname> <given-names>SK</given-names>
</name>
<name>
<surname>McCartney</surname> <given-names>CR</given-names>
</name>
<name>
<surname>Marshall</surname> <given-names>JC</given-names>
</name>
</person-group>. <article-title>The origins and sequelae of abnormal neuroendocrine function in polycystic ovary syndrome</article-title>. <source>Hum Reprod Update</source>. (<year>2006</year>) <volume>12</volume>:<page-range>351&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/humupd/dml017</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lord</surname> <given-names>J</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>R</given-names>
</name>
<name>
<surname>Fox</surname> <given-names>B</given-names>
</name>
<name>
<surname>Acharya</surname> <given-names>U</given-names>
</name>
<name>
<surname>Wilkin</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>The central issue? Visceral fat mass is a good marker of insulin resistance and metabolic disturbance in women with polycystic ovary syndrome</article-title>. <source>BJOG</source>. (<year>2006</year>) <volume>113</volume>:<page-range>1203&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1471-0528.2006.00973.x</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Corrie</surname> <given-names>L</given-names>
</name>
<name>
<surname>Awasthi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kaur</surname> <given-names>J</given-names>
</name>
<name>
<surname>Vishwas</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gulati</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kaur</surname> <given-names>IP</given-names>
</name>
<etal/>
</person-group>. <article-title>Interplay of gut microbiota in polycystic ovarian syndrome: role of gut microbiota, mechanistic pathways and potential treatment strategies</article-title>. <source>Pharm (Basel)</source>. (<year>2023</year>) <volume>16</volume>:<elocation-id>197</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ph16020197</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mishra</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Jain</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rejeski</surname> <given-names>J</given-names>
</name>
<name>
<surname>Furdui</surname> <given-names>CM</given-names>
</name>
<etal/>
</person-group>. <article-title>A mechanism by which gut microbiota elevates permeability and inflammation in obese/diabetic mice and human gut</article-title>. <source>Gut</source>. (<year>2023</year>) <volume>72</volume>:<page-range>1848&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/gutjnl-2022-327365</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petrick</surname> <given-names>HL</given-names>
</name>
<name>
<surname>Ogilvie</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Brunetta</surname> <given-names>HS</given-names>
</name>
<name>
<surname>Robinson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kirsh</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Barbeau</surname> <given-names>P-A</given-names>
</name>
<etal/>
</person-group>. <article-title>Dietary nitrate and corresponding gut microbiota prevent cardiac dysfunction in obese mice</article-title>. <source>Diabetes</source>. (<year>2023</year>) <volume>72</volume>:<page-range>844&#x2013;56</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2337/db22-0575</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Org</surname> <given-names>E</given-names>
</name>
<name>
<surname>Mehrabian</surname> <given-names>M</given-names>
</name>
<name>
<surname>Parks</surname> <given-names>BW</given-names>
</name>
<name>
<surname>Shipkova</surname> <given-names>P</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Drake</surname> <given-names>TA</given-names>
</name>
<etal/>
</person-group>. <article-title>Sex differences and hormonal effects on gut microbiota composition in mice</article-title>. <source>Gut Microbes</source>. (<year>2016</year>) <volume>7</volume>:<page-range>313&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/19490976.2016.1203502</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mihajlovic</surname> <given-names>J</given-names>
</name>
<name>
<surname>Leutner</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hausmann</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kohl</surname> <given-names>G</given-names>
</name>
<name>
<surname>Schwarz</surname> <given-names>J</given-names>
</name>
<name>
<surname>R&#xf6;ver</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Combined hormonal contraceptives are associated with minor changes in composition and diversity in gut microbiota of healthy women</article-title>. <source>Environ Microbiol</source>. (<year>2021</year>) <volume>23</volume>:<page-range>3037&#x2013;47</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1462-2920.15517</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kar</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Clomiphene citrate or letrozole as first-line ovulation induction drug in infertile PCOS women: A prospective randomized trial</article-title>. <source>J Hum Reprod Sci</source>. (<year>2012</year>) <volume>5</volume>:<page-range>262&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/0974-1208.106338</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brakta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lizneva</surname> <given-names>D</given-names>
</name>
<name>
<surname>Mykhalchenko</surname> <given-names>K</given-names>
</name>
<name>
<surname>Imam</surname> <given-names>A</given-names>
</name>
<name>
<surname>Walker</surname> <given-names>W</given-names>
</name>
<name>
<surname>Diamond</surname> <given-names>MP</given-names>
</name>
<etal/>
</person-group>. <article-title>Perspectives on polycystic ovary syndrome: is polycystic ovary syndrome research underfunded</article-title>? <source>J Clin Endocrinol Metab</source>. (<year>2017</year>) <volume>102</volume>:<page-range>4421&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/jc.2017-01415</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Radosh</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Drug treatments for polycystic ovary syndrome</article-title>. <source>Am Fam Physician</source>. (<year>2009</year>) <volume>79</volume>:<page-range>671&#x2013;6</page-range>.</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vitek</surname> <given-names>W</given-names>
</name>
<name>
<surname>Alur</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hoeger</surname> <given-names>KM</given-names>
</name>
</person-group>. <article-title>Off-label drug use in the treatment of polycystic ovary syndrome</article-title>. <source>Fertil Steril</source>. (<year>2015</year>) <volume>103</volume>:<page-range>605&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fertnstert.2015.01.019</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ataman</surname> <given-names>H</given-names>
</name>
<name>
<surname>Aba</surname> <given-names>YA</given-names>
</name>
<name>
<surname>G&#xfc;ler</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Complementary and alternative medicine methods used by turkish infertile women and their effect on quality of life</article-title>. <source>Holist Nurs Pract</source>. (<year>2019</year>) <volume>33</volume>:<page-range>303&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/HNP.0000000000000339</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>CED</given-names>
</name>
</person-group>. <article-title>The efficacy of using acupuncture in managing polycystic ovarian syndrome</article-title>. <source>Curr Opin Obstet Gynecol</source>. (<year>2019</year>) <volume>31</volume>:<page-range>428&#x2013;32</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/GCO.0000000000000582</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chon</surname> <given-names>TY</given-names>
</name>
<name>
<surname>Bauer</surname> <given-names>BA</given-names>
</name>
</person-group>. <article-title>Use of acupuncture in overweight/obese women with polycystic ovary syndrome</article-title>. <source>Med Acupunct</source>. (<year>2019</year>) <volume>31</volume>:<page-range>267&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/acu.2019.1375</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>X-K</given-names>
</name>
<name>
<surname>Stener-Victorin</surname> <given-names>E</given-names>
</name>
<name>
<surname>Kuang</surname> <given-names>H-Y</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>H-L</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>J-S</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>L-Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of acupuncture and clomiphene in chinese women with polycystic ovary syndrome: A randomized clinical trial</article-title>. <source>JAMA</source>. (<year>2017</year>) <volume>317</volume>:<page-range>2502&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.2017.7217</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>L</given-names>
</name>
<name>
<surname>He</surname> <given-names>M</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>N</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Network meta-analysis of curative efficacy of different acupuncture methods on obesity combined with insulin resistance</article-title>. <source>Front Endocrinol (Lausanne)</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>968481</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fendo.2022.968481</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saleem</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rizvi</surname> <given-names>SW</given-names>
</name>
</person-group>. <article-title>New therapeutic approaches in obesity and metabolic syndrome associated with polycystic ovary syndrome</article-title>. <source>Cureus</source>. (<year>2017</year>) <volume>9</volume>:<elocation-id>e1844</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.7759/cureus.1844</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daniel</surname> <given-names>N</given-names>
</name>
<name>
<surname>Nachbar</surname> <given-names>RT</given-names>
</name>
<name>
<surname>Tran</surname> <given-names>TTT</given-names>
</name>
<name>
<surname>Ouellette</surname> <given-names>A</given-names>
</name>
<name>
<surname>Varin</surname> <given-names>TV</given-names>
</name>
<name>
<surname>Cotillard</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut microbiota and fermentation-derived branched chain hydroxy acids mediate health benefits of yogurt consumption in obese mice</article-title>. <source>Nat Commun</source>. (<year>2022</year>) <volume>13</volume>:<fpage>1343</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-29005-0</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ye</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>C-C</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>H-Q</given-names>
</name>
<name>
<surname>Fukuzawa</surname> <given-names>I</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H-L</given-names>
</name>
</person-group>. <article-title>Underlying mechanisms of acupuncture therapy on polycystic ovary syndrome: Evidences from animal and clinical studies</article-title>. <source>Front Endocrinol (Lausanne)</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>1035929</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fendo.2022.1035929</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moher</surname> <given-names>D</given-names>
</name>
<name>
<surname>Hopewell</surname> <given-names>S</given-names>
</name>
<name>
<surname>Schulz</surname> <given-names>KF</given-names>
</name>
<name>
<surname>Montori</surname> <given-names>V</given-names>
</name>
<name>
<surname>G&#xf8;tzsche</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Devereaux</surname> <given-names>PJ</given-names>
</name>
<etal/>
</person-group>. <article-title>CONSORT 2010 explanation and elaboration: updated guidelines for reporting parallel group randomised trials</article-title>. <source>Int J Surg</source>. (<year>2012</year>) <volume>10</volume>:<fpage>28</fpage>&#x2013;<lpage>55</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ijsu.2011.10.001</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>MacPherson</surname> <given-names>H</given-names>
</name>
<name>
<surname>Altman</surname> <given-names>DG</given-names>
</name>
<name>
<surname>Hammerschlag</surname> <given-names>R</given-names>
</name>
<name>
<surname>Youping</surname> <given-names>L</given-names>
</name>
<name>
<surname>Taixiang</surname> <given-names>W</given-names>
</name>
<name>
<surname>White</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Revised STandards for Reporting Interventions in Clinical Trials of Acupuncture (STRICTA): extending the CONSORT statement</article-title>. <source>PloS Med</source>. (<year>2010</year>) <volume>7</volume>:<elocation-id>e1000261</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pmed.1000261</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname> <given-names>H</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Differences in the individual curative effect of acupuncture for obese women with polycystic ovary syndrome based on metagenomic analysis: study protocol for a randomized controlled trial</article-title>. <source>Trials</source>. (<year>2021</year>) <volume>22</volume>:<fpage>454</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13063-021-05426-y</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pastore</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Jenkins</surname> <given-names>J</given-names>
</name>
<name>
<surname>Patrie</surname> <given-names>JT</given-names>
</name>
</person-group>. <article-title>True and sham acupuncture produced similar frequency of ovulation and improved LH to FSH ratios in women with polycystic ovary syndrome</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2011</year>) <volume>96</volume>:<page-range>3143&#x2013;50</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/jc.2011-1126</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Si</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Therapeutic effects of metformin and clomiphene in combination with lifestyle intervention on infertility in women with obese polycystic ovary syndrome</article-title>. <source>Pak J Med Sci</source>. (<year>2017</year>) <volume>33</volume>:<fpage>8</fpage>&#x2013;<lpage>12</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.12669/pjms.331.11764</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>D</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>The efficacy of Tung&#x2019;s acupuncture for sex hormones in polycystic ovary syndrome: A randomized controlled trial</article-title>. <source>Complement Ther Med</source>. (<year>2019</year>) <volume>44</volume>:<page-range>182&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctim.2019.04.016</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aquino</surname> <given-names>CI</given-names>
</name>
<name>
<surname>Nori</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>Complementary therapy in polycystic ovary syndrome</article-title>. <source>Transl Med UniSa</source>. (<year>2014</year>) <volume>9</volume>:<fpage>56</fpage>&#x2013;<lpage>65</lpage>.</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saadia</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Follicle stimulating hormone (LH: FSH) ratio in polycystic ovary syndrome (PCOS) - obese vs</article-title>. <source>Non- Obese Women Med Arch</source>. (<year>2020</year>) <volume>74</volume>:<page-range>289&#x2013;93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.5455/medarh.2020.74.289-293</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaudhari</surname> <given-names>N</given-names>
</name>
<name>
<surname>Dawalbhakta</surname> <given-names>M</given-names>
</name>
<name>
<surname>Nampoothiri</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>GnRH dysregulation in polycystic ovarian syndrome (PCOS) is a manifestation of an altered neurotransmitter profile</article-title>. <source>Reprod Biol Endocrinol</source>. (<year>2018</year>) <volume>16</volume>:<fpage>37</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12958-018-0354-x</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Johansson</surname> <given-names>J</given-names>
</name>
<name>
<surname>Stener-Victorin</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Polycystic ovary syndrome: effect and mechanisms of acupuncture for ovulation induction</article-title>. <source>Evid Based Complement Alternat Med</source>. (<year>2013</year>) <volume>2013</volume>:<elocation-id>762615</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2013/762615</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>H</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yi</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of electroacupuncture on the kisspeptin system in a pubertal rat model of polycystic ovary syndrome</article-title>. <source>Acupunct Med</source>. (<year>2021</year>) <volume>39</volume>:<fpage>491</fpage>&#x2013;<lpage>500</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/0964528420971299</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rashidi</surname> <given-names>BH</given-names>
</name>
<name>
<surname>Tehrani</surname> <given-names>ES</given-names>
</name>
<name>
<surname>Hamedani</surname> <given-names>NA</given-names>
</name>
<name>
<surname>Pirzadeh</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Effects of acupuncture on the outcome of in <italic>vitro</italic> fertilisation and intracytoplasmic sperm injection in women with polycystic ovarian syndrome</article-title>. <source>Acupunct Med</source>. (<year>2013</year>) <volume>31</volume>:<page-range>151&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/acupmed-2012-010198</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Budihastuti</surname> <given-names>UR</given-names>
</name>
<name>
<surname>Melinawati</surname> <given-names>E</given-names>
</name>
<name>
<surname>Sulistyowati</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nurwati</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Electroacupuncture effect on polycystic ovary syndrome to improve oocytes&#x2019; Growth</article-title>. <source>Med Acupunct</source>. (<year>2019</year>) <volume>31</volume>:<page-range>379&#x2013;83</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/acu.2019.1354</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>H</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Hyperandrogenemia and insulin resistance: The chief culprit of polycystic ovary syndrome</article-title>. <source>Life Sci</source>. (<year>2019</year>) <volume>236</volume>:<elocation-id>116940</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lfs.2019.116940</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Nie</surname> <given-names>X</given-names>
</name>
<name>
<surname>He</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>Insulin resistance in polycystic ovary syndrome across various tissues: an updated review of pathogenesis, evaluation, and treatment</article-title>. <source>J Ovarian Res</source>. (<year>2023</year>) <volume>16</volume>:<elocation-id>9</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13048-022-01091-0</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname> <given-names>Y-H</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X-H</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>M-H</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>H-X</given-names>
</name>
</person-group>. <article-title>Effectiveness of abdominal acupuncture for patients with obesity-type polycystic ovary syndrome: a randomized controlled trial</article-title>. <source>J Altern Complement Med</source>. (<year>2013</year>) <volume>19</volume>:<page-range>740&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/acm.2012.0429</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Stener-Victorin</surname> <given-names>E</given-names>
</name>
<name>
<surname>Ng</surname> <given-names>EHY</given-names>
</name>
<name>
<surname>Li</surname> <given-names>RHW</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>A prospective pilot study of the effect of acupuncture on insulin sensitivity in women with polycystic ovary syndrome and insulin resistance</article-title>. <source>Acupunct Med</source>. (<year>2020</year>) <volume>38</volume>:<page-range>310&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/0964528420902144</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muharam</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ph</surname> <given-names>D</given-names>
</name>
<name>
<surname>Srilestari</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mihardja</surname> <given-names>H</given-names>
</name>
<name>
<surname>Juvanni Callestya</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kemal Harzif</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Combination of electroacupuncture and pharmacological treatment improves insulin resistance in women with polycystic ovary syndrome: Double-blind randomized clinical trial</article-title>. <source>Int J Reprod BioMed</source>. (<year>2022</year>) <volume>20</volume>:<page-range>289&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18502/ijrm.v20i4.10900</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname> <given-names>H-X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X-K</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Z-M</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of low frequency electro-acupuncture on glucose and lipid metabolism in unmarried PCOS women: A randomized controlled trial</article-title>. <source>Chin J Integr Med</source>. (<year>2021</year>) <volume>27</volume>:<page-range>737&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11655-021-3482-z</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qi</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yun</surname> <given-names>C</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut microbiota-bile acid-interleukin-22 axis orchestrates polycystic ovary syndrome</article-title>. <source>Nat Med</source>. (<year>2019</year>) <volume>25</volume>:<page-range>1225&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-019-0509-0</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>P</given-names>
</name>
<name>
<surname>Shuai</surname> <given-names>P</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>P</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Perturbations in gut microbiota composition in patients with polycystic ovary syndrome: a systematic review and meta-analysis</article-title>. <source>BMC Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>302</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12916-023-02975-8</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>L</given-names>
</name>
<name>
<surname>Bin</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Blood bacterial 16S rRNA gene alterations in women with polycystic ovary syndrome</article-title>. <source>Front Endocrinol (Lausanne)</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>814520</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fendo.2022.814520</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koliada</surname> <given-names>A</given-names>
</name>
<name>
<surname>Syzenko</surname> <given-names>G</given-names>
</name>
<name>
<surname>Moseiko</surname> <given-names>V</given-names>
</name>
<name>
<surname>Budovska</surname> <given-names>L</given-names>
</name>
<name>
<surname>Puchkov</surname> <given-names>K</given-names>
</name>
<name>
<surname>Perederiy</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Association between body mass index and Firmicutes/Bacteroidetes ratio in an adult Ukrainian population</article-title>. <source>BMC Microbiol</source>. (<year>2017</year>) <volume>17</volume>:<fpage>120</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12866-017-1027-1</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Qin</surname> <given-names>E</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut microbiome in PCOS associates to serum metabolomics: a cross-sectional study</article-title>. <source>Sci Rep</source>. (<year>2022</year>) <volume>12</volume>:<fpage>22184</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-022-25041-4</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>K-K</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>G</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>NMR-based metabolomics reveals alterations of electro-acupuncture stimulations on chronic atrophic gastritis rats</article-title>. <source>Sci Rep</source>. (<year>2017</year>) <volume>7</volume>:<elocation-id>45580</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep45580</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thursby</surname> <given-names>E</given-names>
</name>
<name>
<surname>Juge</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Introduction to the human gut microbiota</article-title>. <source>Biochem J</source>. (<year>2017</year>) <volume>474</volume>:<page-range>1823&#x2013;36</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1042/BCJ20160510</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santos-Marcos</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Rangel-Zu&#xf1;iga</surname> <given-names>OA</given-names>
</name>
<name>
<surname>Jimenez-Lucena</surname> <given-names>R</given-names>
</name>
<name>
<surname>Quintana-Navarro</surname> <given-names>GM</given-names>
</name>
<name>
<surname>Garcia-Carpintero</surname> <given-names>S</given-names>
</name>
<name>
<surname>Malagon</surname> <given-names>MM</given-names>
</name>
<etal/>
</person-group>. <article-title>Influence of gender and menopausal status on gut microbiota</article-title>. <source>Maturitas</source>. (<year>2018</year>) <volume>116</volume>:<fpage>43</fpage>&#x2013;<lpage>53</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.maturitas.2018.07.008</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bai</surname> <given-names>X</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Qiu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of visceral obesity on structural and functional alterations of gut microbiota in polycystic ovary syndrome (PCOS): A pilot study using metagenomic analysis</article-title>. <source>Diabetes Metab Syndr Obes</source>. (<year>2023</year>) <volume>16</volume>:<fpage>1</fpage>&#x2013;<lpage>14</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2147/DMSO.S388067</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>