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<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.2021.759835</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Metabolic Features of Women With Polycystic Ovary Syndrome in Latin America: A Systematic Review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Marchesan</surname>
<given-names>Lucas Bandeira</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1456392"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ramos</surname>
<given-names>Ramon Bossardi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/630171"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Spritzer</surname>
<given-names>Poli Mara</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="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/453001"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Gynecological Endocrinology Unit, Division of Endocrinology, Hospital de Cl&#xed;nicas de Porto Alegre</institution>, <addr-line>Porto Alegre</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Post-graduate Program in Endocrinology, Medicine School, Universidade Federal do Rio Grande do Sul</institution>, <addr-line>Porto Alegre</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Physiology, Universidade Federal do Rio Grande do Sul</institution>, <addr-line>Porto Alegre</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Giulia Rastrelli, University of Florence, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Irene Scavello, Careggi University Hospital, Italy; Nunzia Verde, University of Naples Federico II, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Poli Mara Spritzer, <email xlink:href="mailto:spritzer@ufrgs.br">spritzer@ufrgs.br</email>
</p>
</fn>
<fn fn-type="present-address" id="fn003">
<p>&#x2020;Present address: Ramon Bossardi Ramos, Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY, United States</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Reproduction, a section of the journal Frontiers in Endocrinology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>759835</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Marchesan, Ramos and Spritzer</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Marchesan, Ramos and Spritzer</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Polycystic ovary syndrome (PCOS) is an endocrine disorder that commonly affects women of childbearing age and has been associated with metabolic and reproductive abnormalities. Only a few studies have investigated metabolic traits in women with PCOS in Latin America. Therefore, we conducted a systematic review to provide an overview of the available evidence on the metabolic profile of Latin American women with PCOS.</p>
</sec>
<sec>
<title>Methods</title>
<p>We searched PubMed, Cochrane Central Register of Controlled Trials, and Embase databases for cross-sectional, case-control, or cohort studies focusing on populations of countries in South and Central America and Mexico, published until October 31, 2019. We selected studies that reported the diagnostic criteria for PCOS. In the absence of a control group, we included studies if they reported relevant metabolic data.</p>
</sec>
<sec>
<title>Results</title>
<p>The initial search yielded 4878 records, of which 41 studies were included in the systematic review. Sample sizes ranged from 10 to 288 in PCOS groups and from 10 to 1500 in control groups. The prevalence of phenotypes A and B (classic PCOS) ranged from 65.8% to 87.5% as reported in studies from Argentina, Brazil, and Chile. Metabolic syndrome ranged from 33.3% to 44.0% for phenotype A, from 15.0% to 58.0% for phenotype B, from 11.9% to 36.0% for phenotype C, and from 14.2% to 66.0% for phenotype D. Women with PCOS had higher body mass index, waist circumference, blood pressure, glucose, and homeostasis model assessment index as well as a more adverse lipid profile than those without PCOS.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Evidence from the present systematic review suggests that anthropometric and metabolic profiles are worse in women with PCOS who live in different Latin American countries than in women without PCOS living in the same region. Additional studies assessing metabolic comorbidities, such as diabetes, and distinct PCOS phenotypes in different Latin American countries are warranted and may produce invaluable information for primary and secondary prevention of PCOS in the region. This systematic review was registered with PROSPERO under number CRD42016038537.</p>
</sec>
<sec>
<title>Systematic Review Registration</title>
<p>PROSPERO, identifier CRD42016038537.</p>
</sec>
</abstract>
<kwd-group>
<kwd>obesity</kwd>
<kwd>metabolic syndrome</kwd>
<kwd>insulin resistance</kwd>
<kwd>PCOS (polycystic ovary syndrome)</kwd>
<kwd>Latin America</kwd>
</kwd-group>    <contract-sponsor id="cn001">Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico<named-content content-type="fundref-id">10.13039/501100003593</named-content>
</contract-sponsor>    <contract-sponsor id="cn002">Funda&#xe7;&#xe3;o de Amparo &#xe0; Pesquisa do Estado do Rio Grande do Sul<named-content content-type="fundref-id">10.13039/501100004263</named-content>
</contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="80"/>
<page-count count="11"/>
<word-count count="4953"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Polycystic ovary syndrome (PCOS) is an endocrine condition that commonly affects women of childbearing age. The etiology of PCOS is uncertain, but the available evidence strongly suggests that its onset is triggered by environmental, genetic, and behavioral factors that interact in a complex manner (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Obesity affects the majority of women with PCOS, placing them at increased risk for impaired glucose tolerance, metabolic abnormalities, and type 2 diabetes (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>), and possibly for cardiovascular and cerebrovascular events and venous thromboembolism (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). Insulin resistance with compensatory hyperinsulinemia affects approximately 65% to 70% of women with PCOS (<xref ref-type="bibr" rid="B12">12</xref>). An estimated 30%&#x2013;40% of patients with PCOS have impaired glucose tolerance, and 7.5%&#x2013;10% have type 2 diabetes (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). While the prevalence of insulin resistance is high in both lean and obese women with PCOS (<xref ref-type="bibr" rid="B16">16</xref>), the presence of obesity may exacerbate the development of metabolic comorbidities and cardiovascular risk factors (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>Many studies have investigated the prevalence of PCOS and related metabolic abnormalities in different continents. A recent meta-analysis showed a lower prevalence of PCOS in Chinese women than in white (Caucasian), Middle Eastern (Iranian and Turkish), and black (African American and Afro-Brazilian) women (<xref ref-type="bibr" rid="B20">20</xref>). However, the prevalence of PCOS and metabolic profile has not yet been described in several ethnic groups, especially in Latin American populations (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>), except for a recent meta-analysis of metabolic disturbances in Brazilian women with PCOS (<xref ref-type="bibr" rid="B23">23</xref>). Therefore, we conducted the present systematic review to provide an overview of the available evidence on the metabolic profile of Latin American women with PCOS, as well as the frequency of different PCOS phenotypes in this population.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Search Strategy and Study Selection</title>
<p>A systematic review was designed and described in agreement with the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines. This systematic review was registered with PROSPERO under number CRD42016038537. We searched PubMed, Cochrane Central Register of Controlled Trials, and Embase databases for cohort, case-control, cross-sectional, and prevalence studies with populations of South and Central America and Mexico, published until October 31, 2019. We set no language or publication date restrictions. To identify eligible studies, we used medical subject headings (MeSH) for PubMed and Ovid Tree terms for Embase. We used the following search strategy for PubMed, with equivalent terms being used in the other databases: &#x201c;Polycystic Ovary Syndrome&#x201d; [MeSH] OR &#x201c;Ovary&#xa0;Syndrome, Polycystic&#x201d; OR &#x201c;Syndrome, Polycystic&#xa0;Ovary&#x201d; OR &#x201c;PCOS&#x201d; OR &#x201c;Polycystic Ovarian Syndrome&#x201d; OR &#x201c;Ovarian Syndrome, Polycystic&#x201d; OR &#x201c;Polycystic Ovary Syndrome 1&#x201d; AND &#x201c;Body Mass Index&#x201d; [MeSH] OR &#x201c;Metabolic Syndrome&#x201d; OR &#x201c;Glucose Intolerance&#x201d; [MeSH] OR &#x201c;Intolerance, Glucose&#x201d; OR &#x201c;Intolerances, Glucose&#x201d; OR &#x201c;Diabetes Mellitus, Type 2&#x201d; [MeSH]. We performed additional searches in review articles and research articles focusing on PCOS.</p>
<p>We selected only studies that clearly defined the diagnostic criteria for PCOS and that included at least one of the following variables in the analysis: waist circumference (WC), body mass index (BMI), glucose levels, lipid profile, homeostasis model assessment of insulin resistance (HOMA-IR), blood pressure, diabetes mellitus, metabolic syndrome (MetS), PCOS prevalence, and milder PCOS phenotypes. Eligibility assessment was done by screening the titles and abstracts of all articles selected, and when abstracts did not provide the necessary information, the full text of the article was reviewed. This was performed independently, in a standardized manner, by two investigators (RBR and LBM). Disagreements between reviewers were resolved with discussion. If a consensus was not reached, a third investigator (PMS) was consulted. When articles had missing information, we contacted the authors for further information. In the case of duplicate data that had been published more than once, we opted to include the most complete study. In addition, the reference lists of all articles fulfilling the eligibility criteria were hand searched to identify other essential citations.</p>
</sec>
<sec id="s2_2">
<title>Data Extraction and Quality Control Assessment</title>
<p>Data were individually extracted by two researchers (LBM and RBR), and agreement was pursued in all extracted items. When an agreement could not be achieved, data extraction discrepancies were resolved by referring to the original publication or by consulting a third reviewer (PMS). Data extracted from each study included: name of the authors, country, publication year, type of study, characteristics of the population, diagnostic criteria, total sample size, and outcomes of interest in the PCOS and control groups. We assessed the quality of observational studies included in this systematic review using the Newcastle-Ottawa Scale (NOS). The NOS uses a &#x201c;star system&#x201d; to judge the quality of the studies in three broad perspectives: selection of the study groups, comparability of the groups, and ascertainment of the outcome of interest. Each item contains a sequence of alternative questions to be answered by the investigators. Then, a star rating system allows the semi-quantitative analysis of article quality. No statistical quantitative meta-analysis was performed due to study heterogeneity.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Flowchart of Study Selection</title>
<p>
<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> provides a flowchart summarizing the study selection process. The initial search yielded 4878 records. Of these, 41 studies from 40 reports were included in the systematic review. All of them were observational studies: 24 cross-sectional studies, 16 case-control studies, and one cohort study. Publication years ranged from 2004 to 2019. PCOS group size ranged from 10 to 288 participants, and control group size ranged from 10 to 1500 participants. Age ranged from 20.6 to 31.1 years for women with PCOS and from 22.7 to 34.5 years for non-PCOS controls.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>PRISMA flow diagram of the study selection process.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-759835-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Characteristics of Included Studies</title>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> presents the characteristics of studies, which included populations from Argentina (n=3) (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>), Brazil (n=27) (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>), Chile (n=8) (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B54">54</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>), Venezuela (n=2) (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>), and Mexico (n=1) (<xref ref-type="bibr" rid="B61">61</xref>). Most studies used the Rotterdam criteria to diagnose PCOS, except for one study conducted in Argentina (<xref ref-type="bibr" rid="B25">25</xref>), one in Brazil (<xref ref-type="bibr" rid="B27">27</xref>), and three in Chile (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>), all of which used the National Institutes of Health (NIH) criteria. The two studies from Venezuela (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>) used criteria defined by the authors. Sixteen studies had no control group for comparison (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B43">43</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B63">63</xref>), and six had BMI-matched controls without PCOS for comparison (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B55">55</xref>). NOS score was 7-9 in&#xa0;33&#xa0;studies and &#x2264; 6 in 7 (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of the studies from Latin America included in the systematic review about women with PCOS.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Country</th>
<th valign="top" rowspan="2" align="center">Study, Year</th>
<th valign="top" rowspan="2" align="center">PCOS criteria</th>
<th valign="top" rowspan="2" align="center">Type of studies</th>
<th valign="top" colspan="2" align="center">PCOS</th>
<th valign="top" colspan="2" align="center">Control group</th>
<th valign="top" rowspan="2" align="center">BMI-matched</th>
</tr>
<tr>
<th valign="top" align="center">N</th>
<th valign="top" align="center">Age</th>
<th valign="top" align="center">N</th>
<th valign="top" align="center">Age</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="4" align="left">Argentina</td>
<td valign="top" align="left">Belli, et&#xa0;al., 2004 (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">23.7 &#xb1; 6.4</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tellechea, et&#xa0;al., 2013 (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">NIH</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">165</td>
<td valign="top" align="center">26.4 &#xb1; 0.5</td>
<td valign="top" align="center">121</td>
<td valign="top" align="center">30.7 &#xb1; 0.78</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">de Guevara, et&#xa0;al., 2014 (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">206</td>
<td valign="top" align="center">26.0 (18&#x2013;39)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Santana, LF, et&#xa0;al., 2004 (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">NIH</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">27.2 &#xb1; 5.02</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="26" align="left">Brazil</td>
<td valign="top" align="left">Costa LO, et&#xa0;al., 2008 (<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">57</td>
<td valign="top" align="center">25.5 &#xb1; 5.3</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">26.6 &#xb1; 5.4</td>
<td valign="top" align="center">yes</td>
</tr>
<tr>
<td valign="top" align="left">Wiltgen D, et&#xa0;al., 2009 (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">20.6 &#xb1; 5.1</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">28.9 &#xb1; 5.6*</td>
<td valign="top" align="center">yes</td>
</tr>
<tr>
<td valign="top" align="left">Cerqueira J, et&#xa0;al., 2010 (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">56</td>
<td valign="top" align="center">26.2 &#xb1; 6.0</td>
<td valign="top" align="center">54</td>
<td valign="top" align="center">27.7 &#xb1; 6.1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Wiltgen D, et&#xa0;al., 2010<sup>a</sup> (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">195</td>
<td valign="top" align="center">22.3 &#xb1; 6.7</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">29.7 &#xb1; 4.29*</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Azevedo MF, et&#xa0;al., 2011 (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">113</td>
<td valign="top" align="center">26.2 &#xb1; 4.3</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">26.8 &#xb1; 5.0</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Melo AS, et&#xa0;al., 2011<sup>b</sup> (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">132</td>
<td valign="top" align="center">26.6 &#xb1; 5.1</td>
<td valign="top" align="center">146</td>
<td valign="top" align="center">28.9 &#xb1; 0.5</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Rocha MP, et&#xa0;al., 2011 (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">142</td>
<td valign="top" align="center">25.1 &#xb1; 5.4</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">27.5 &#xb1; 4</td>
<td valign="top" align="center">yes</td>
</tr>
<tr>
<td valign="top" align="left">Costa, et&#xa0;al., 2012 (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">113</td>
<td valign="top" align="center">27.2 &#xb1; 4.5</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Gabrielli L, et&#xa0;al., 2012 (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">73</td>
<td valign="top" align="center">28.4 &#xb1; 6.5</td>
<td valign="top" align="center">725</td>
<td valign="top" align="center">31.0 &#xb1; 7.3*</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Kogure GS, et&#xa0;al., 2012 (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">27.8 &#xb1; 5.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">27.9 &#xb1; 5.2</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Pedroso DCC, et&#xa0;al., 2012 (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">105</td>
<td valign="top" align="center">29 &#xb1; 4.4</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Pontes AG et&#xa0;al., 2012 (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">189</td>
<td valign="top" align="center">24.9 &#xb1; 5.2</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Lauria PB, et&#xa0;al., 2013 (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">29 (25&#x2013;34)</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">30 (15&#x2013;43)</td>
<td valign="top" align="center">yes</td>
</tr>
<tr>
<td valign="top" align="left">Oliveira RS, et&#xa0;al., 2013<sup>c</sup> (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">27.4 &#xb1; 5.5</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">31.4 &#xb1; 6.1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Radavelli-Bagatini S, et&#xa0;al., 2013 (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">21.3 &#xb1; 0.6</td>
<td valign="top" align="center">1500</td>
<td valign="top" align="center">22.7 &#xb1; 0.4</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Avila MA, et&#xa0;al., 2014 (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">25.7 &#xb1; 4.9</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">de Medeiros SF, et&#xa0;al., 2014 (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">288</td>
<td valign="top" align="center">26.9 &#xb1; 5.5</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Maciel, et&#xa0;al., 2014 (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">24.9 &#xb1; 5.1</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Ramos RB, et&#xa0;al., 2015 (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">199</td>
<td valign="top" align="center">22 &#xb1; 6</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">25 &#xb1; 7</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Soares, et&#xa0;al., 2016 (<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">26 &#xb1; 6.0</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Carvalho, et&#xa0;al., 2017 (<xref ref-type="bibr" rid="B48">48</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">86</td>
<td valign="top" align="center">31.1 &#xb1; 4.92</td>
<td valign="top" align="center">86</td>
<td valign="top" align="center">29.0 &#xb1; 7.04</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Graff, et&#xa0;al., 2017 (<xref ref-type="bibr" rid="B49">49</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">84</td>
<td valign="top" align="center">23.5 &#xb1; 6.3</td>
<td valign="top" align="center">54</td>
<td valign="top" align="center">26.2 &#xb1; 6.5</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Sim&#xf5;es, et&#xa0;al., 2017 (<xref ref-type="bibr" rid="B50">50</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">29.6 &#xb1; 1.2</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">28.6 &#xb1; 2.0</td>
<td valign="top" align="center">yes</td>
</tr>
<tr>
<td valign="top" align="left">Wanderley, et al, 2018 (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">83</td>
<td valign="top" align="center">28.79 &#xb1; 5.85</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Xavier, LB, et&#xa0;al., 2018 (<xref ref-type="bibr" rid="B52">52</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">30.5 &#xb1; 5.1</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">29.8 &#xb1; 7.1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Tavares A, et&#xa0;al., 2019 (<xref ref-type="bibr" rid="B53">53</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">18-39</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="8" align="left">Chile</td>
<td valign="top" align="left">Bravo, et&#xa0;al., 2005 (<xref ref-type="bibr" rid="B54">54</xref>)</td>
<td valign="top" align="left">NIH</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">106</td>
<td valign="top" align="center">23.5&#xb1; 5.19</td>
<td valign="top" align="center">82</td>
<td valign="top" align="center">25.1&#xb1; 5.64</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Cerda C, et&#xa0;al., 2007 (<xref ref-type="bibr" rid="B55">55</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">41</td>
<td valign="top" align="center">24.6&#xb1; 7.2</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">27.9&#xb1; 6.9</td>
<td valign="top" align="center">yes</td>
</tr>
<tr>
<td valign="top" align="left">Codner, et&#xa0;al., 2007 (<xref ref-type="bibr" rid="B56">56</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">24.5 &#xb1; 5</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">26.4 &#xb1; 7.2</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Vigil, et&#xa0;al., 2007 (<xref ref-type="bibr" rid="B57">57</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">69</td>
<td valign="top" align="center">26.01 &#xb1; 0.76</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">M&#xe1;rquez, et&#xa0;al., 2008 (<xref ref-type="bibr" rid="B58">58</xref>)</td>
<td valign="top" align="left">NIH</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">50</td>
<td valign="top" align="center">28.8 &#xb1; 8.2</td>
<td valign="top" align="center">70</td>
<td valign="top" align="center">28.6 &#xb1; 8.6</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">de Guevara, et&#xa0;al., 2014 (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">220</td>
<td valign="top" align="center">26.0 (18&#x2013;39)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Echibur&#xfa;, et&#xa0;al., 2014<sup>d</sup> (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">22.3 &#xb1; 5.3</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Echibur&#xfa;, et&#xa0;al., 2016<sup>e</sup> (<xref ref-type="bibr" rid="B60">60</xref>)</td>
<td valign="top" align="left">NIH</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">27 (23&#x2013;30)</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">29 (20&#x2013;30)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Mexico</td>
<td valign="top" align="left">Moran C, et&#xa0;al., 2010 (<xref ref-type="bibr" rid="B61">61</xref>)</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">28.9 &#xb1; 2</td>
<td valign="top" align="center">140</td>
<td valign="top" align="center">34.5 &#xb1; 7</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Venezuela</td>
<td valign="top" align="left">Roa Barrios, et&#xa0;al., 2009 (<xref ref-type="bibr" rid="B62">62</xref>)</td>
<td valign="top" align="left">Other<sup>f</sup>
</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">62</td>
<td valign="top" align="center">23.9 &#xb1; 0.6</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">25.4 &#xb1; 0.7</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Quintero-Castillo, et&#xa0;al., 2010 (<xref ref-type="bibr" rid="B63">63</xref>)</td>
<td valign="top" align="left">Other<sup>f</sup>
</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">65</td>
<td valign="top" align="center">23.2 &#xb1; 4.92</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>a</sup> data are from A plus B PCOS phenotypes vs controls; <sup>b</sup> data are from A PCOS phenotype vs controls; <sup>c</sup> women included in the control group had similar complaints as the ones from the PCOS group, but did not meet the diagnostic criteria; <sup>d</sup> data are from baseline and regarding the phenotype A only; <sup>e</sup> data shown from the early reproductive age group (18&#x2013;34 years); <sup>f</sup>PCOS diagnosis defined by the authors; * p &lt; 0.05 between the groups.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Newcastle-Ottawa quality (NOS) assessment scale for studies included in the systematic review.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Author</th>
<th valign="top" align="center">Year</th>
<th valign="top" align="center">Selection </th>
<th valign="top" align="center">Comparability</th>
<th valign="top" align="center">Exposure/Outcome</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Belli, et&#xa0;al.</td>
<td valign="top" align="center">2004</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Tellechea, et&#xa0;al.</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">de Guevara, et&#xa0;al.</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Santana, LF, et&#xa0;al.</td>
<td valign="top" align="center">2004</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Costa LO, et&#xa0;al.</td>
<td valign="top" align="center">2008</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Wiltgen D, et&#xa0;al.</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Cerqueira J, et al</td>
<td valign="top" align="center">2010</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Wiltgen D, et&#xa0;al.</td>
<td valign="top" align="center">2010</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Azevedo MF, et&#xa0;al.</td>
<td valign="top" align="center">2011</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Melo AS, et&#xa0;al.</td>
<td valign="top" align="center">2011</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Rocha MP, et&#xa0;al.</td>
<td valign="top" align="center">2011</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Costa, et&#xa0;al.</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Gabrielli L, et&#xa0;al.</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Kogure GS, et&#xa0;al.</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Pedroso DCC, et&#xa0;al.</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Pontes AG et&#xa0;al.</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Lauria PB, et&#xa0;al.</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Oliveira RS, et&#xa0;al.</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Radavelli-Bagatini S, et&#xa0;al.</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Avila MA, et&#xa0;al.</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">de Medeiros SF, et&#xa0;al.</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Maciel, et&#xa0;al.</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Ramos RB, et&#xa0;al.</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Soares, et&#xa0;al.</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Carvalho, et&#xa0;al.</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Graff, et&#xa0;al.</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Sim&#xf5;es, et&#xa0;al.</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Wanderley, et&#xa0;al.</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Xavier, LB, et&#xa0;al.</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Tavares A, et&#xa0;al.</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">**</td>
</tr>
<tr>
<td valign="top" align="left">Bravo, et&#xa0;al.</td>
<td valign="top" align="center">2005</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Cerda C, et&#xa0;al.</td>
<td valign="top" align="center">2007</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Codner, et&#xa0;al.</td>
<td valign="top" align="center">2007</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Vigil, et&#xa0;al.</td>
<td valign="top" align="center">2007</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">*</td>
</tr>
<tr>
<td valign="top" align="left">M&#xe1;rquez, et&#xa0;al.</td>
<td valign="top" align="center">2008</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Echibur&#xfa;, et&#xa0;al.</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">*</td>
</tr>
<tr>
<td valign="top" align="left">Echibur&#xfa;, et al</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Moran C, et&#xa0;al.</td>
<td valign="top" align="center">2010</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Roa Barrios, et&#xa0;al.</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="center">***</td>
<td valign="top" align="center">**</td>
<td valign="top" align="center">***</td>
</tr>
<tr>
<td valign="top" align="left">Quintero-Castillo, et&#xa0;al.</td>
<td valign="top" align="center">2010</td>
<td valign="top" align="center">****</td>
<td valign="top" align="center">*</td>
<td valign="top" align="center">***</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Quality of selection for case/control (minimum 1 &#x2013; maximum 4 stars); Comparability (minimum 0 &#x2013; maximum 2 stars); Exposure (minimum 1 &#x2013; maximum 3 stars).</p>
</fn>
<fn>
<p>Quality of selection adapted for cross-sectional/cohort studies (minimum 0 &#x2013; maximum 5 stars); Comparability (minimum 0 &#x2013; maximum 2 stars); outcome (minimum 0 &#x2013; maximum 3 stars).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Qualitative Data</title>
<p>Overweight (BMI 25-29.9 kg/m&#xb2;) or obesity (BMI &#x2265; 30 kg/m&#xb2;) was prevalent among Latin American women with PCOS (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). BMI ranged from 24.2 to 33.3 kg/m&#xb2; in women with PCOS. Most studies comparing women with PCOS <italic>versus</italic> BMI-unmatched controls showed higher BMI in PCOS groups (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>). Several studies also assessed HOMA-IR, a marker of insulin resistance, in women with PCOS (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). HOMA-IR was &gt;&#x2009;2.5 in women with PCOS in 16 studies, six of them with obese participants (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B58">58</xref>) and the others with overweight women (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B62">62</xref>). In six studies HOMA-IR was &#x2264; 2.5 (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>), all of them with overweight participants. Seventeen studies compared HOMA-IR between women with PCOS and non-PCOS controls. HOMA-IR was higher in women with PCOS than in controls in 13 studies, 10 BMI-unmatched (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B62">62</xref>) and 3 BMI-matched (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>). While HOMA-IR was &gt;&#x2009;2.5 in most studies from Argentina, Brazil, Chile, and Venezuela, it was &lt;&#x2009;2.5 in the only included study from Mexico (<xref ref-type="bibr" rid="B61">61</xref>) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>BMI (kg/m&#xb2;) among Latin American women with PCOS and controls. Mean values. The &#x201c;x&#x201d; axis shows the name of studies and reference numbers (refer to the text). <sup>a</sup> PCOS diagnosis according to NIH criteria; <sup>b</sup> PCOS diagnosis defined by the authors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-759835-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>HOMA-IR among Latin American women with PCOS and controls. Mean values. The &#x201c;x&#x201d; axis shows the name of studies and reference numbers (refer to the text). <sup>a</sup> PCOS diagnosis according to NIH criteria; <sup>b</sup> PCOS diagnosis defined by the authors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-759835-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> summarizes the variation of MetS components among studies of women with PCOS in Latin American countries. Central obesity (WC &#x2265;&#x2009;88 cm) was prevalent among women with PCOS, who had higher WC values than controls in 13 of the 20 studies that reported this information (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Risk factors composing the metabolic syndrome in Latin American women with PCOS. <bold>(A)</bold> Waist circumference (cm); <bold>(B)</bold> systolic and diastolic blood pressure (mm Hg); <bold>(C)</bold> fasting glucose (mg/dL); <bold>(D)</bold> triglycerides (mg/dL); <bold>(E)</bold> HDL-cholesterol (mg/dL). Values are expressed as mean and standard deviation. The &#x201c;x&#x201d; axis shows the reference number of studies (refer to the text). &#x25a1; Argentina; &#x2022;Brazil; &#x25cb; Chile; &#x2206; Venezuela. <sup>a</sup> PCOS diagnosis according to NIH criteria; <sup>b</sup> PCOS diagnosis defined by the authors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-759835-g004.tif"/>
</fig>
<p>Fifteen studies reported blood pressure data for PCOS and control groups (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In nine of these studies, women with PCOS had higher systolic (SBP) and/or diastolic blood pressure (DBP) than controls (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B58">58</xref>). One study evaluated blood pressure as a MetS component and found a higher prevalence of this criterion in the PCOS group, considering a 130/85&#xa0;mm Hg cutoff point (35.1% <italic>vs.</italic> 7.1%, p=0.005, PCOS <italic>vs.</italic> controls) (<xref ref-type="bibr" rid="B46">46</xref>). Another study found higher SBP and DBP only in late reproductive-age (35&#x2013;40 years) women with PCOS (<xref ref-type="bibr" rid="B60">60</xref>). Blood pressure levels were homogeneously distributed across countries. However, in all four studies from Chile, where these data were available, the mean SBP and DBP would be classified as &#x201c;normal&#x201d; according to the 2017 American College of Cardiology/American Heart Association (ACC/AHA) definition of high blood pressure (<xref ref-type="bibr" rid="B64">64</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
<p>Fasting glucose was measured in 31 studies (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B57">57</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>). Glucose levels ranged from 79 to 125.2 mg/dL in women with PCOS. In six of 21 studies (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B58">58</xref>), women with PCOS had higher glucose levels than controls (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Mean fasting glucose was homogeneously distributed across countries, and in most of them mean glucose levels were within the reference range. However, in two studies from Brazil (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B52">52</xref>) and in one from Chile (<xref ref-type="bibr" rid="B58">58</xref>), mean fasting glucose was within the prediabetes range in patients with PCOS (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Regarding lipid profile, 26 studies showed triglyceride levels ranging from 81 to 157.8 mg/dL (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Triglyceride levels were higher in women with PCOS than in controls in 11 of 17 studies (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>). One BMI-matched study (<xref ref-type="bibr" rid="B29">29</xref>) also found higher triglyceride levels in the PCOS group. Whereas Brazilian and Argentinian studies showed mean triglyceride levels within the reference range, two studies from Chile (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>) and one from Venezuela (<xref ref-type="bibr" rid="B62">62</xref>) reported mean triglyceride levels &gt;&#x2009;150 mg/dL in patients with PCOS (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Twenty-seven studies assessed high-density lipoprotein cholesterol (HDL-C), and 18 of them compared HDL-C levels between PCOS and control groups (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>). In 10 of these studies, HDL-C was significantly lower in women with PCOS than in controls (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B58">58</xref>). In the remaining studies, HDL-C levels did not differ between PCOS and control groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). In most studies, patients with PCOS had HDL-C&#xa0;&lt;&#x2009;50 mg/dL (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B58">58</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>). One study of women with PCOS conducted in Argentina reported HDL-C &gt;&#x2009;50 mg/dL (<xref ref-type="bibr" rid="B25">25</xref>), and studies of Brazilian women with PCOS showed variable HDL-C results, but mostly below the cutoff point of 50 mg/dL (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>). Studies from Chile and Venezuela reported mean HDL-C levels below this cutoff point (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B58">58</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Low-density lipoprotein cholesterol (LDL-C) levels ranged from 88.6 to 127.3 mg/dL in women with PCOS in 24 studies. Six of 15 studies comparing data between women with PCOS and controls reported higher LDL-C levels for PCOS (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B58">58</xref>). LDL-C was within the reference range in control groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>).</p>
<p>In 25 studies, mean total cholesterol levels ranged from 167 to 209.7 mg/dL in PCOS groups. Eight of 17 studies showed higher total cholesterol levels for women with PCOS than controls (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B62">62</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>).</p>
<p>The prevalence of PCOS was estimated in only two studies. One study was conducted in Mexico (<xref ref-type="bibr" rid="B61">61</xref>) with a convenience sample of 150 female Mexican volunteers aged 20 to 45 years, and the authors found a prevalence of 6.6% (95% confidence interval, 2.3%&#x2013;10.9%) according to the Rotterdam criteria. The other study was conducted in the city of Salvador, Brazil (<xref ref-type="bibr" rid="B36">36</xref>), and estimated a prevalence of 8.5% using the Rotterdam criteria in a probability sample of 859 women aged 18 to 45&#x2009;years.</p>
<p>Six studies reported prevalence data on PCOS phenotypes and on MetS stratified by phenotype (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B59">59</xref>) for Brazilian, Chilean, and Argentinian populations. Phenotypes A+B were more prevalent in all studies, with rates ranging from 65.8% to 87.5%. The prevalence of MetS ranged from 33.3% to 44.0% for phenotype A, from 15.0% to 58.0% for phenotype B, from 11.9% to 36.0% for phenotype C, and from 14.2% to 66.0% for phenotype D (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Prevalence of PCOS phenotypes and of Metabolic syndrome in the studies included in the systematic review.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Study, year</th>
<th valign="top" align="center">Country</th>
<th valign="top" align="center">PCOS criteria</th>
<th valign="top" align="center">Type of study</th>
<th valign="top" align="center">N PCOS phenotypesA+B/C/D</th>
<th valign="top" align="center">Age range PCOS (ys) phenotypes</th>
<th valign="top" align="center">Prevalence PCOS phenotypes (%)</th>
<th valign="top" align="center">Prevalence Met S (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>de Guevara, et&#xa0;al., 2014</bold> (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Argentina</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">144/41/21</td>
<td valign="top" align="center">18 - 39</td>
<td valign="top" align="center">A+B: 69.9<break/>C:19.9<break/>D:10.2</td>
<td valign="top" align="center">A: 36.2<break/>B: 15<break/>C:12.2<break/>D:14.2</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Wiltgen D, et&#xa0;al., 2010</bold> (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="left">Southern Brazil</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">195/45/-</td>
<td valign="top" align="center">A+B:22.3 &#xb1; 6.7<break/>C: 25.89-7.56<break/>D:-</td>
<td valign="top" align="center">A+B: 81<break/>C: 19</td>
<td valign="top" align="center">A+B:31.3<break/>C:11.9<break/>D:-</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Melo AS, et&#xa0;al., 2011</bold> (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="left">Southeastern Brazil</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">150/25/51</td>
<td valign="top" align="center">A: 26.6 &#xb1; 5.1<break/>B: 26.2 &#xb1; 5.7<break/>C: 27 &#xb1; 4.5<break/>D: 25.9 &#xb1; 5.3</td>
<td valign="top" align="center">A+B:66.4<break/>C:11<break/>D:22.6</td>
<td valign="top" align="center">A: 45<break/>B:39<break/>C:36<break/>D:33</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Tavares A, et&#xa0;al., 2019</bold> (<xref ref-type="bibr" rid="B53">53</xref>)</td>
<td valign="top" align="left">Northeast Brazil</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">73/16/22</td>
<td valign="top" align="center">18-39</td>
<td valign="top" align="center">A+B: 65.8<break/>C: 14.4<break/>D: 19.8</td>
<td valign="top" align="center">A:33.3<break/>B: 30.8<break/>C: 12.5<break/>D: 36.4</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>de Guevara, et&#xa0;al., 2014</bold> (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Chile</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">181/36/3</td>
<td valign="top" align="center">18 - 39</td>
<td valign="top" align="center">A+B:82.5<break/>C:16.5<break/>D:1</td>
<td valign="top" align="center">A: 44<break/>B:58<break/>C: 30<break/>D:66</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Echibur&#xfa; B, et&#xa0;al., 2014<sup>a</sup>
</bold> (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="top" align="left">Chile</td>
<td valign="top" align="left">Rotterdam</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">77/9/2</td>
<td valign="top" align="center">A: 22.3 &#xb1; 5.3 B: 24.9 &#xb1; 7.3<break/>C: 25.7 &#xb1; 5.7<break/>D:24.5 &#xb1; 14.8</td>
<td valign="top" align="center">A+B: 87.5<break/>C: 10.2<break/>D: 2.3</td>
<td valign="top" align="center">A+B: NA<break/>C: NA<break/>D: NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>a</sup>Data from baseline.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>PCOS is a complex disorder affecting metabolic and reproductive functions. This systematic review, which included 24 cross-sectional studies, 16 case-control studies, and one cohort study conducted in Latin America, found that women with PCOS had a more adverse metabolic profile than non-PCOS controls across different countries. In most studies, BMI was within the overweight or obesity range for women with PCOS, reinforcing its contribution to the disease phenotype. In addition, MetS components, such as central obesity (measured by WC), low HDL-C, and hypertension, were prevalent in women with PCOS from different Latin American countries.</p>
<p>Although efforts have long been made to assess the impact of different sociocultural and ethnic backgrounds on PCOS-related metabolic abnormalities, few data are available for Latin America. This region is known to have populations of different ancestry. In Brazil, pooled ancestry contributions have been listed as 0.62 European, 0.21 African, and 0.17 Amerindian (<xref ref-type="bibr" rid="B65">65</xref>), whereas Pacific Latin American countries are predominantly Amerindian. Argentina and Chile are particular cases that show similar European and Amerindian ancestry contributions but lower African ancestry contribution compared with Brazil (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>). It is reasonable to assume that different genetic backgrounds may influence the phenotypic heterogeneity of PCOS, but evidence from the present systematic review rather suggests that Latin American countries are similar in terms of metabolic traits. This information may be potentially useful to public health systems in developing PCOS prevention programs and policies.</p>
<p>Metabolic abnormalities are considered common in women with PCOS, especially those linked to the MetS cluster, as shown in this study. However, controversy exists as to whether these features are directly related to PCOS itself or dependent on obesity&#x2014;mainly on abdominal adiposity, a well-known cardiometabolic risk factor (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). In this respect, the finding of decreased insulin sensitivity in Latin American women with PCOS, as opposed to controls, is in line with current evidence from other regions (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>) and has been associated with low-grade chronic inflammation, linked to increasing BMI (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>). Besides, in meta-analyses of different populations, women with PCOS were more likely to have MetS (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B70">70</xref>). However, these studies provide relatively few data from Latin American populations. Insulin resistance may actually drive most of the alterations observed in PCOS, even in nonobese women. While not universally present in patients with PCOS, the presence of insulin resistance has been considered an intrinsic factor independent of obesity (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>). Recently, we have also observed an association of insulin resistance with hypertension, regardless of BMI, in Brazilian women with PCOS, with hypertension being associated with other MetS components (<xref ref-type="bibr" rid="B18">18</xref>). Data from the present systematic review add support to this notion by showing that Latin American women with PCOS had higher HOMA-IR than controls in most studies.</p>
<p>Although patients with PCOS consistently show a more unfavorable metabolic profile than controls in different regions of the world, there are discrepancies between PCOS populations. In China, the prevalence of MetS in PCOS ranged from 18.2% in community-dwelling patients in one study (<xref ref-type="bibr" rid="B73">73</xref>) to 53.3% in women older than 40 years in another study (<xref ref-type="bibr" rid="B74">74</xref>). In a prospective cohort of 479 women with PCOS from Vietnam (Southeast Asia), patients were lean, had no increase in metabolic disease and Rotterdam phenotype D was the most prevalent (67.6%) (<xref ref-type="bibr" rid="B75">75</xref>). Current evidence also indicates a lower prevalence of hyperandrogenemia in women with PCOS from Asian countries (<xref ref-type="bibr" rid="B76">76</xref>). In Latin America, we found a predominance of Rotterdam phenotypes A and B, similar to what has been reported in most of the available studies across the world (<xref ref-type="bibr" rid="B76">76</xref>). A recent meta-analysis reported that, compared with controls, patients with PCOS from North America had a higher risk of MetS than those from Asia and Europe (<xref ref-type="bibr" rid="B17">17</xref>). Likewise, in the present systematic review, we also found a high prevalence of MetS in Latin American women with PCOS. In addition to the ethnic composition of the population, dietary habits may also influence the expression of metabolic traits in different populations. Indeed, adherence to the Mediterranean diet (<xref ref-type="bibr" rid="B77">77</xref>) or a low-glycemic-index diet (<xref ref-type="bibr" rid="B78">78</xref>) has been associated with a better metabolic profile in PCOS. Regarding the dietary pattern in Latin America, the Latin American Study of Nutrition and Health (ELANS) (<xref ref-type="bibr" rid="B79">79</xref>) reported low consumption of vegetables, nuts, whole grains, fish, and yogurt according to the recommendations of the World Health Organization. This may explain, at least in part, the similarities in the adverse metabolic profile between Latin American countries and other countries with high consumption of processed foods (<xref ref-type="bibr" rid="B80">80</xref>).</p>
<p>Despite the paucity of research undertaken to date, the results of the present systematic review provide a broad overview of the evidence on metabolic and anthropometric parameters in women with PCOS living in Latin American countries. The comprehensive search strategy can be seen as a strength of this study, as it covered the major electronic databases in order not to miss any relevant articles and included an active search for publications without language restrictions. Limitations include the relatively few studies found despite the vast size of the region, possible heterogeneity between studies, small sample sizes, and a lack of studies in some countries of the region, which hindered a proper comparison between women with PCOS from different Latin American countries. Nevertheless, no similar analysis has yet been undertaken. The present study is the first to provide evidence that allows us to characterize the metabolic profile of women with PCOS from an array of sociocultural and ethnic backgrounds in Latin American countries.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>The results of the present systematic review suggest that anthropometric and metabolic profiles are worse in women with PCOS who live in different Latin American countries than in women without PCOS living in the same region. These findings are similar to those from North America but differ from the milder phenotype seen in Asia and Europe. Further studies assessing the prevalence of cardiometabolic comorbidities, such as diabetes and hypertension, in Latin American countries are needed, which could positively impact the prevention and management strategies for PCOS.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author Contributions</title>
<p>LM contributed to study design, was involved with data collection and analysis, drafted the article and final review. RR contributed to study design, was involved with data collection and analysis, drafted the article and final review. PS was involved in the conception and design of the study, data collection and analysis, drafted the article and final review. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was funded by the Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico (grant number INCT/CNPq 465482/2014&#x2013;7) and Funda&#xe7;&#xe3;o de Amparo &#xe0; Pesquisa do Estado do Rio Grande do Sul (grant number INCT/FAPERGS: 17/2551&#x2013;0000519-8). The funding source had no role in the collection, analysis, interpretation of data and in the writing of the report or in the decision to submit the article for publication.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fendo.2021.759835/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fendo.2021.759835/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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