<?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. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1514250</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Global burden of polycystic ovary syndrome among women of childbearing age, 1990&#x2013;2021: a systematic analysis using the global burden of disease study 2021</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Meng</surname> <given-names>Yaping</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Zhao</surname> <given-names>Ting</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Zhang</surname> <given-names>Rui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhu</surname> <given-names>Xiaoyan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ma</surname> <given-names>Chao</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1251551/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shi</surname> <given-names>Qin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Obstetrics and Gynecology, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Clinical Medicine, Shandong Second Medical University</institution>, <addr-line>Weifang</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002"><p>Edited by: Havagiray R. Chitme, Amity University, India</p></fn>
<fn fn-type="edited-by" id="fn0003"><p>Reviewed by: Abbas Choudhury, VIT University, India</p><p>Nazmul Kabir Qureshi, National Healthcare Network (NHN), Bangladesh</p></fn>
<corresp id="c001">&#x002A;Correspondence: Qin Shi, <email>13770912266@139.com</email>; Chao Ma, <email>wfmc05@126.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1514250</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Meng, Zhao, Zhang, Zhu, Ma and Shi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Meng, Zhao, Zhang, Zhu, Ma and Shi</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 id="sec1">
<title>Background</title>
<p>The escalating global incidence of polycystic ovary syndrome (PCOS) necessitates a thorough examination of its epidemiological trends and sociodemographic correlations. Our study bridges this gap by analyzing the global impact of PCOS among women of childbearing age (WCBA) from 1990 to 2021, aiming to inform strategies for enhanced prevention and management.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>We extracted data from the Global Burden of Disease Study 2021 (GBD 2021), focusing on the burden of PCOS among women aged 15&#x2013;49&#x202F;years. We assessed incidence, prevalence, and disability-adjusted life years (DALYs) trends using the estimated annual percentage change (EAPC) and explored the link between PCOS burden and sociodemographic index (SDI).</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>In 2021, the prevalence cases of PCOS worldwide were 65.77 million, the incidence cases were 1,175.07 thousand, and the DALYs cases were 576.05 thousand. Compared with 1990, the percentage changes were 89, 49, and 87%, respectively. The EAPCs indicated upward trends in prevalence and DALYs rates, with a less pronounced increase in incidence rates. The middle SDI region had the highest PCOS case numbers, and the 45&#x2013;49 age group in this region experienced the most significant burden increase. A strong positive correlation existed between PCOS prevalent rates and SDI (<italic>r</italic>&#x202F;=&#x202F;0.582, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The global burden of PCOS among WCBA has significantly increased over the past three decades, particularly in the 45&#x2013;49 age group in middle SDI regions. The correlation between PCOS prevalent rates and SDI highlights the role of socio-economic factors in PCOS epidemiology. Tailored prevention and management strategies are crucial for reducing the global burden of PCOS and improving female health outcomes.</p>
</sec>
</abstract>
<kwd-group>
<kwd>polycystic ovary syndrome</kwd>
<kwd>women of childbearing age</kwd>
<kwd>global burden of disease study</kwd>
<kwd>socio-demographic index</kwd>
<kwd>epidemiological trends</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="13"/>
<word-count count="7198"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Health Economics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Polycystic ovary syndrome (PCOS) is a widespread endocrine and metabolic disorder affecting women of childbearing age (WCBA), with a global prevalence that is estimated to be between 5 and 21% (<xref ref-type="bibr" rid="ref1 ref2 ref3">1&#x2013;3</xref>). This condition is characterized by chronic anovulation, elevated androgen levels, and the presence of multiple ovarian cysts (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). Clinically, PCOS presents with a variety of symptoms such as menstrual irregularities, infertility, excessive hair growth, acne, obesity, and insulin resistance, which contribute to it being a major cause of reproductive and metabolic issues in women (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>). Moreover, PCOS is linked to significant long-term health risks. Women with PCOS, especially those with hyperandrogenic traits, are approximately 2.5 times more likely to develop type 2 diabetes and have a higher risk of cardiovascular diseases compared to the general female population (<xref ref-type="bibr" rid="ref8 ref9 ref10">8&#x2013;10</xref>). Additionally, PCOS patients exhibit elevated prevalence of mental health disorders including depression, anxiety, and eating disorders, which amplify disease impact and compromise holistic quality of life (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<p>PCOS not only affects immediate reproductive health but also has enduring implications for long-term health. While hyperandrogenic symptoms may lessen with age, leading to a decrease in clinical manifestations post-menopause, the metabolic and cardiovascular complications associated with PCOS continue into later life (<xref ref-type="bibr" rid="ref12 ref13 ref14">12&#x2013;14</xref>). This reduction in overt symptoms complicates diagnosis, particularly in older women who may no longer meet standard diagnostic criteria but continue to experience adverse health outcomes. Therefore, it is essential to address the burden of PCOS during the reproductive years to ensure early detection, prompt intervention, and the prevention of chronic complications. Gaining a deeper understanding of the disease during this critical life stage is vital for reducing its impact on female health and enhancing quality of life.</p>
<p>The Global Burden of Disease Study 2021 (GBD 2021) offers a comprehensive and systematic framework for quantifying the impact of diseases globally, regionally, and nationally (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). By estimating key epidemiological metrics such as incidence, prevalence, and disability-adjusted life years (DALYs), the GBD offers valuable insights into the health effects of various conditions across diverse populations and time frames. Furthermore, the socio-demographic index (SDI), which reflects socio-economic development factors such as income, education, and fertility, is likely to significantly influence the epidemiological profile of PCOS (<xref ref-type="bibr" rid="ref17 ref18 ref19">17&#x2013;19</xref>). Despite the recognized global health significance of PCOS, few studies have systematically analyzed its burden on a global scale, with most existing research being confined to specific regions or countries without considering broader socio-economic and demographic factors.</p>
<p>Leveraging GBD data to assess the global burden of PCOS provides crucial insights into its epidemiology. Firstly, it enables the identification of high-risk regions and populations, facilitating targeted public health strategies and resource allocation to enhance PCOS diagnosis and management. Secondly, analyzing SDI-related trends can elucidate how socio-economic development influences the distribution and clinical outcomes of PCOS, providing a nuanced understanding of disparities in healthcare access, diagnosis, and treatment across different regions. Lastly, longitudinal data on incidence, prevalence, and DALYs provide valuable perspectives on how the burden of PCOS has changed over time, revealing temporal trends that may guide future interventions.</p>
<p>In this study, we utilize GBD 2021 data to conduct a comprehensive assessment of the global burden of PCOS among WCBA from 1990 to 2021. Our analysis examines trends in incidence, prevalence, and DALYs, while also investigating the relationship between these metrics and SDI. The aim of this study is to provide an in-depth understanding of the epidemiological patterns of PCOS, which will aid in the development of evidence-based public health policies and clinical management strategies. Ultimately, our findings will contribute to improving early detection, prevention, and comprehensive management of PCOS, thereby enhancing the health and well-being of women worldwide.</p>
</sec>
<sec sec-type="methods" id="sec6">
<title>Methods</title>
<sec id="sec7">
<title>Data source and disease definition</title>
<p>Our analysis is based on data extracted from the Global Burden of Disease Study 2021 (GBD 2021), which offers the most current estimates of the epidemiological burden for over 371 diseases and injuries across 21 regions and 204 countries/territories from 1990 to 2021 (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref20 ref21 ref22">20&#x2013;22</xref>). The dataset, which is publicly accessible, can be found on the Global Health Data Exchange (GHDx). Detailed methodologies concerning data sources and statistical models are thoroughly documented in previous publications.</p>
<p>In the GBD 2021, the reference definition of PCOS is based on the definition proposed by the American College of Obstetricians and Gynecologists (ACOG). According to ACOG, PCOS is an endocrine disorder characterized by hyperandrogenism, ovulatory dysfunction, and polycystic ovarian morphology (<xref ref-type="bibr" rid="ref23 ref24 ref25">23&#x2013;25</xref>). Its diagnosis can be established using any of the three major diagnostic criteria: the National Institutes of Health (NIH) criteria, the Rotterdam criteria, or the AE-PCOS criteria. Moreover, ethical approval is not required as human subjects are not directly involved.</p>
</sec>
<sec id="sec8">
<title>Socio-demographic index</title>
<p>The SDI, developed by the Institute for Health Metrics and Evaluation (IHME), serves as a composite measure to assess socio-economic development and its influence on health outcomes. It is calculated as the geometric mean of three key variables: fertility rates among women under 25, average educational attainment for individuals aged 15 and older, and income per capita adjusted for lag time (<xref ref-type="bibr" rid="ref26">26</xref>). SDI values range from 0, indicating the lowest level of socio-economic development, to 1, representing the highest. Countries and regions are categorized into five SDI regions, including low, low-middle, middle, high-middle, and high, based on their SDI scores <sup>34</sup>. Understanding the relationship between SDI and PCOS is crucial for identifying disparities in disease burden across different socio-economic strata. Our study aims to analyze this association to identify areas with insufficient medical services and guide policy decisions on resource allocation for PCOS prevention and management.</p>
</sec>
<sec id="sec9">
<title>DALYs</title>
<p>DALYs is an important metric used to comprehensively assess the impact of diseases on healthy life expectancy (<xref ref-type="bibr" rid="ref20">20</xref>). It combines years of life lost (YLL) due to premature death with years lived with disability (YLD) resulting from health impairments. By accounting for factors such as incidence, mortality, average age of onset, and duration of illness, DALYs provide a holistic view of disease burden. The key parameters for calculating DALYs include age, sex, age of onset, age at death, and disability weight (DW). As a critical tool in GBD studies, DALYs provide researchers and policymakers with key insights into the impact of various diseases on population health.</p>
</sec>
<sec id="sec10">
<title>Estimated annual percentage change</title>
<p>EAPC is a key statistical measure used to assess the annual trend of a specific indicator over a continuous period, providing a scientific basis for public health policy and resource allocation (<xref ref-type="bibr" rid="ref27">27</xref>). EAPC is derived through linear regression analysis and offers a more detailed view of time series changes compared to simply comparing the start and end years.</p>
</sec>
<sec id="sec11">
<title>Data analysis</title>
<p>Data cleaning, calculations, and visualizations were performed using R software (version 4.2.1).</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<title>Results</title>
<sec id="sec13">
<title>Global level</title>
<p>Globally, there has been a significant escalation in the number of prevalence, incidence, and DALYs cases associated with PCOS among WCBA (<xref ref-type="table" rid="tab1">Table 1</xref>). The absolute number of prevalence cases of PCOS increased dramatically, with the number of prevalent cases soaring from 34.81 million in 1990 to 65.77 million in 2021, marking an 89% increase (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). Similarly, the number of incident cases rose from 786.95 thousand in 1990 to 1,175.07 thousand in 2021, reflecting a 49% increase. The burden of the disease, as measured by DALYs, also saw a substantial rise, increasing from 307.94 thousand to 576.05 thousand, which corresponds to an 87% increase. Concurrently, the prevalence rates of PCOS among WCBA exhibited an increasing trend globally, with an EAPC of 0.77 (0.74&#x2013;0.81; <xref ref-type="fig" rid="fig1">Figure 1B</xref>). Both incidence and DALYs also demonstrated an upward trend, with EAPCs of 0.04 (&#x2212;0.03 to 0.11) and 0.74 (0.71 to 0.77), respectively. These findings indicate a growing number and burden of patients with PCOS worldwide (<xref rid="SM1" ref-type="supplementary-material">Supplementary Tables S1</xref>, <xref rid="SM1" ref-type="supplementary-material">S2</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The prevalence of polycystic ovary syndrome cases and rates among WCBA in 1990 and 2021, and the trends from 1990 to 2021.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Location</th>
<th align="center" valign="top">1990_millions (95% UI)</th>
<th align="center" valign="top">2021_millions (95% UI)</th>
<th align="center" valign="top">Percentage change</th>
<th align="center" valign="top">1990_per 100,000 (95% UI)</th>
<th align="center" valign="top">2021_per 100,000 (95% UI)</th>
<th align="center" valign="top">EAPC (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Andean Latin America</td>
<td align="center" valign="middle">0.43 (0.3&#x2013;0.6)</td>
<td align="center" valign="middle">1.11 (0.76&#x2013;1.55)</td>
<td align="center" valign="middle">1.58</td>
<td align="center" valign="middle">4568.87 (3146.35&#x2013;6358.4)</td>
<td align="center" valign="middle">6332.51 (4336.27&#x2013;8867.7)</td>
<td align="center" valign="middle">1.1 (1.03&#x2013;1.17)</td>
</tr>
<tr>
<td align="left" valign="middle">Australasia</td>
<td align="center" valign="middle">0.43 (0.31&#x2013;0.56)</td>
<td align="center" valign="middle">0.67 (0.47&#x2013;0.93)</td>
<td align="center" valign="middle">0.56</td>
<td align="center" valign="middle">7918.64 (5832.17&#x2013;10416.61)</td>
<td align="center" valign="middle">9213.66 (6561.16&#x2013;12814.35)</td>
<td align="center" valign="middle">0.27 (0.19&#x2013;0.36)</td>
</tr>
<tr>
<td align="left" valign="middle">Caribbean</td>
<td align="center" valign="middle">0.21 (0.14&#x2013;0.3)</td>
<td align="center" valign="middle">0.34 (0.23&#x2013;0.49)</td>
<td align="center" valign="middle">0.62</td>
<td align="center" valign="middle">2257.8 (1519.07&#x2013;3247.57)</td>
<td align="center" valign="middle">2825.76 (1918.97&#x2013;4075.49)</td>
<td align="center" valign="middle">0.75 (0.7&#x2013;0.81)</td>
</tr>
<tr>
<td align="left" valign="middle">Central Asia</td>
<td align="center" valign="middle">0.11 (0.08&#x2013;0.16)</td>
<td align="center" valign="middle">0.23 (0.16&#x2013;0.32)</td>
<td align="center" valign="middle">1.09</td>
<td align="center" valign="middle">667.59 (448.74&#x2013;973.15)</td>
<td align="center" valign="middle">929.26 (639.64&#x2013;1304.2)</td>
<td align="center" valign="middle">1.18 (1.1&#x2013;1.27)</td>
</tr>
<tr>
<td align="left" valign="middle">Central Europe</td>
<td align="center" valign="middle">0.11 (0.07&#x2013;0.16)</td>
<td align="center" valign="middle">0.11 (0.08&#x2013;0.16)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">355.03 (235.42&#x2013;530.72)</td>
<td align="center" valign="middle">436.25 (297.91&#x2013;615.3)</td>
<td align="center" valign="middle">0.65 (0.6&#x2013;0.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Central Latin America</td>
<td align="center" valign="middle">2.13 (1.46&#x2013;2.96)</td>
<td align="center" valign="middle">3.81 (2.65&#x2013;5.32)</td>
<td align="center" valign="middle">0.79</td>
<td align="center" valign="middle">5077.66 (3485.1&#x2013;7054.77)</td>
<td align="center" valign="middle">5582.44 (3878.65&#x2013;7803.84)</td>
<td align="center" valign="middle">&#x2212;0.11 (&#x2212;0.27&#x2013;0.06)</td>
</tr>
<tr>
<td align="left" valign="middle">Central Sub-Saharan Africa</td>
<td align="center" valign="middle">0.1 (0.07&#x2013;0.15)</td>
<td align="center" valign="middle">0.42 (0.29&#x2013;0.6)</td>
<td align="center" valign="middle">3.2</td>
<td align="center" valign="middle">843.96 (583.9&#x2013;1228.21)</td>
<td align="center" valign="middle">1281.7 (886.26&#x2013;1849.84)</td>
<td align="center" valign="middle">1.3 (1.15&#x2013;1.44)</td>
</tr>
<tr>
<td align="left" valign="middle">East Asia</td>
<td align="center" valign="middle">5.39 (3.77&#x2013;7.59)</td>
<td align="center" valign="middle">9.87 (6.96&#x2013;14.02)</td>
<td align="center" valign="middle">0.83</td>
<td align="center" valign="middle">1615.56 (1131.48&#x2013;2276.32)</td>
<td align="center" valign="middle">2983.92 (2103.55&#x2013;4236.17)</td>
<td align="center" valign="middle">2.06 (1.91&#x2013;2.2)</td>
</tr>
<tr>
<td align="left" valign="middle">Eastern Europe</td>
<td align="center" valign="middle">0.22 (0.15&#x2013;0.32)</td>
<td align="center" valign="middle">0.25 (0.18&#x2013;0.36)</td>
<td align="center" valign="middle">0.14</td>
<td align="center" valign="middle">401.47 (272.37&#x2013;580.73)</td>
<td align="center" valign="middle">520.31 (363.73&#x2013;752.9)</td>
<td align="center" valign="middle">1.04 (0.96&#x2013;1.11)</td>
</tr>
<tr>
<td align="left" valign="middle">Eastern Sub-Saharan Africa</td>
<td align="center" valign="middle">0.42 (0.3&#x2013;0.61)</td>
<td align="center" valign="middle">1.36 (0.96&#x2013;1.95)</td>
<td align="center" valign="middle">2.24</td>
<td align="center" valign="middle">979.72 (684.57&#x2013;1412.07)</td>
<td align="center" valign="middle">1272.44 (894.04&#x2013;1817.39)</td>
<td align="center" valign="middle">0.87 (0.84&#x2013;0.91)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">34.81 (24.93&#x2013;47.92)</td>
<td align="center" valign="middle">65.77 (46.67&#x2013;90.62)</td>
<td align="center" valign="middle">0.89</td>
<td align="center" valign="middle">2602.62 (1864.27&#x2013;3583.12)</td>
<td align="center" valign="middle">3374.68 (2394.97&#x2013;4649.68)</td>
<td align="center" valign="middle">0.77 (0.74&#x2013;0.81)</td>
</tr>
<tr>
<td align="left" valign="middle">High-income Asia Pacific</td>
<td align="center" valign="middle">4.2 (3.03&#x2013;5.85)</td>
<td align="center" valign="middle">3.89 (2.75&#x2013;5.44)</td>
<td align="center" valign="middle">&#x2212;0.07</td>
<td align="center" valign="middle">9185.53 (6624.98&#x2013;12792.03)</td>
<td align="center" valign="middle">10239.02 (7234.28&#x2013;14296.03)</td>
<td align="center" valign="middle">0.29 (0.24&#x2013;0.33)</td>
</tr>
<tr>
<td align="left" valign="middle">High-income North America</td>
<td align="center" valign="middle">4.29 (3.02&#x2013;6)</td>
<td align="center" valign="middle">6.07 (4.53&#x2013;7.99)</td>
<td align="center" valign="middle">0.41</td>
<td align="center" valign="middle">5765.46 (4067.27&#x2013;8071.03)</td>
<td align="center" valign="middle">7225.93 (5394.79&#x2013;9514.86)</td>
<td align="center" valign="middle">&#x2212;0.53 (&#x2212;1.02--0.04)</td>
</tr>
<tr>
<td align="left" valign="middle">High-middle SDI</td>
<td align="center" valign="middle">6.69 (4.72&#x2013;9.25)</td>
<td align="center" valign="middle">10.55 (7.44&#x2013;14.74)</td>
<td align="center" valign="middle">0.58</td>
<td align="center" valign="middle">2407.44 (1699.54&#x2013;3331.25)</td>
<td align="center" valign="middle">3456.66 (2437.81&#x2013;4832.38)</td>
<td align="center" valign="middle">1.21 (1.17&#x2013;1.25)</td>
</tr>
<tr>
<td align="left" valign="middle">High SDI</td>
<td align="center" valign="middle">13.17 (9.56&#x2013;18.42)</td>
<td align="center" valign="middle">16.7 (12.28&#x2013;22.71)</td>
<td align="center" valign="middle">0.27</td>
<td align="center" valign="middle">5810.11 (4218.38&#x2013;8126.4)</td>
<td align="center" valign="middle">6868.85 (5049.2&#x2013;9340.23)</td>
<td align="center" valign="middle">0.09 (&#x2212;0.07&#x2013;0.26)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">3.86 (2.71&#x2013;5.42)</td>
<td align="center" valign="middle">11.5 (8.01&#x2013;16.19)</td>
<td align="center" valign="middle">1.98</td>
<td align="center" valign="middle">1416.12 (994.29&#x2013;1985.78)</td>
<td align="center" valign="middle">2272.04 (1581.38&#x2013;3197.84)</td>
<td align="center" valign="middle">1.66 (1.61&#x2013;1.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">1.06 (0.74&#x2013;1.51)</td>
<td align="center" valign="middle">3.73 (2.6&#x2013;5.29)</td>
<td align="center" valign="middle">2.52</td>
<td align="center" valign="middle">948.52 (662.87&#x2013;1356.22)</td>
<td align="center" valign="middle">1358.55 (948.62&#x2013;1927.76)</td>
<td align="center" valign="middle">1.24 (1.21&#x2013;1.27)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">10 (7.03&#x2013;13.88)</td>
<td align="center" valign="middle">23.24 (16.47&#x2013;32.3)</td>
<td align="center" valign="middle">1.32</td>
<td align="center" valign="middle">2236.89 (1571.66&#x2013;3104.37)</td>
<td align="center" valign="middle">3758.17 (2662.53&#x2013;5222.38)</td>
<td align="center" valign="middle">1.73 (1.68&#x2013;1.77)</td>
</tr>
<tr>
<td align="left" valign="middle">North Africa and Middle East</td>
<td align="center" valign="middle">2.31 (1.61&#x2013;3.29)</td>
<td align="center" valign="middle">6.34 (4.45&#x2013;8.95)</td>
<td align="center" valign="middle">1.74</td>
<td align="center" valign="middle">2963.07 (2055.04&#x2013;4208.84)</td>
<td align="center" valign="middle">3975.8 (2791.13&#x2013;5616.82)</td>
<td align="center" valign="middle">1.11 (1.03&#x2013;1.18)</td>
</tr>
<tr>
<td align="left" valign="middle">Oceania</td>
<td align="center" valign="middle">0.04 (0.03&#x2013;0.05)</td>
<td align="center" valign="middle">0.12 (0.08&#x2013;0.17)</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2443.52 (1681.99&#x2013;3447.43)</td>
<td align="center" valign="middle">3393.43 (2360.22&#x2013;4846.83)</td>
<td align="center" valign="middle">0.82 (0.66&#x2013;0.99)</td>
</tr>
<tr>
<td align="left" valign="middle">South Asia</td>
<td align="center" valign="middle">3.11 (2.22&#x2013;4.33)</td>
<td align="center" valign="middle">10.75 (7.6&#x2013;15.05)</td>
<td align="center" valign="middle">2.46</td>
<td align="center" valign="middle">1220.9 (869.54&#x2013;1698.95)</td>
<td align="center" valign="middle">2175.38 (1537.88&#x2013;3046.4)</td>
<td align="center" valign="middle">2.16 (2.04&#x2013;2.29)</td>
</tr>
<tr>
<td align="left" valign="middle">Southeast Asia</td>
<td align="center" valign="middle">3.51 (2.48&#x2013;4.94)</td>
<td align="center" valign="middle">10 (7.06&#x2013;14.1)</td>
<td align="center" valign="middle">1.85</td>
<td align="center" valign="middle">2917.33 (2061.92&#x2013;4111.88)</td>
<td align="center" valign="middle">5457.54 (3851.15&#x2013;7695.68)</td>
<td align="center" valign="middle">2.31 (2.21&#x2013;2.41)</td>
</tr>
<tr>
<td align="left" valign="middle">Southern Latin America</td>
<td align="center" valign="middle">0.28 (0.2&#x2013;0.41)</td>
<td align="center" valign="middle">0.64 (0.45&#x2013;0.92)</td>
<td align="center" valign="middle">1.29</td>
<td align="center" valign="middle">2276.47 (1573.89&#x2013;3306.58)</td>
<td align="center" valign="middle">3658.16 (2573.53&#x2013;5251.35)</td>
<td align="center" valign="middle">1.49 (1.28&#x2013;1.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Southern Sub-Saharan Africa</td>
<td align="center" valign="middle">0.22 (0.15&#x2013;0.32)</td>
<td align="center" valign="middle">0.46 (0.31&#x2013;0.64)</td>
<td align="center" valign="middle">1.09</td>
<td align="center" valign="middle">1,657 (1142.33&#x2013;2384.85)</td>
<td align="center" valign="middle">2103.88 (1439.47&#x2013;2969.21)</td>
<td align="center" valign="middle">0.83 (0.76&#x2013;0.91)</td>
</tr>
<tr>
<td align="left" valign="middle">Tropical Latin America</td>
<td align="center" valign="middle">0.42 (0.28&#x2013;0.6)</td>
<td align="center" valign="middle">0.69 (0.47&#x2013;0.98)</td>
<td align="center" valign="middle">0.64</td>
<td align="center" valign="middle">1049.34 (710.46&#x2013;1515.19)</td>
<td align="center" valign="middle">1145.47 (777.94&#x2013;1624.71)</td>
<td align="center" valign="middle">&#x2212;0.16 (&#x2212;0.32&#x2013;0.01)</td>
</tr>
<tr>
<td align="left" valign="middle">Western Europe</td>
<td align="center" valign="middle">6.46 (4.55&#x2013;8.97)</td>
<td align="center" valign="middle">7.01 (4.94&#x2013;9.78)</td>
<td align="center" valign="middle">0.09</td>
<td align="center" valign="middle">6758.26 (4758.24&#x2013;9390.76)</td>
<td align="center" valign="middle">7518.71 (5296.66&#x2013;10491.12)</td>
<td align="center" valign="middle">0.2 (0.14&#x2013;0.27)</td>
</tr>
<tr>
<td align="left" valign="middle">Western Sub-Saharan Africa</td>
<td align="center" valign="middle">0.41 (0.29&#x2013;0.6)</td>
<td align="center" valign="middle">1.64 (1.15&#x2013;2.35)</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">951.13 (664.3&#x2013;1,373)</td>
<td align="center" valign="middle">1371.94 (959.89&#x2013;1957.59)</td>
<td align="center" valign="middle">0.93 (0.75&#x2013;1.11)</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Temporal trend of polycystic ovary syndrome burden in WCBA in global and 5 territories. <bold>(A)</bold> Percentage change in cases of prevalent, incident, and DALYs in 1990 and 2021. <bold>(B)</bold> The EAPC of prevalence, incidence, and DALYs rates from 1990 to 2021. The rates of prevalence <bold>(C)</bold>, incidence <bold>(D)</bold>, and DALYs <bold>(E)</bold> from 1990 to 2021.</p>
</caption>
<graphic xlink:href="fpubh-13-1514250-g001.tif"/>
</fig>
</sec>
<sec id="sec14">
<title>SDI regional level</title>
<p>In 2021, the highest number of prevalent, incident, and DALYs cases for PCOS among WCBA were observed in the middle SDI region, with 23.24 million (16.47&#x2013;32.30), 378.02 thousand (251.37&#x2013;556.46), and 203.16 thousand (90.25&#x2013;427.04) cases, respectively. However, the highest prevalence, incidence, and DALYs rates were noted in the high SDI region (<xref ref-type="fig" rid="fig1">Figures 1C</xref>&#x2013;<xref ref-type="fig" rid="fig1">E</xref>). Most SDI regions experienced an increasing trend in prevalence and DALYs rates from 1990 to 2021. The middle SDI region witnessed the most significant increase in prevalence, with an EAPC of 1.73 (1.68&#x2013;1.77). In contrast, the high SDI and high-middle SDI regions showed a decrease in incidence, with EAPCs of &#x2212;0.22 (&#x2212;0.43 to &#x2212;0.01) and&#x202F;&#x2212;&#x202F;0.05 (&#x2212;0.21 to &#x2212;0.10), respectively. The middle SDI region also experienced the most pronounced rise in DALYs, with an EAPC of 1.69 (1.64&#x2013;1.74).</p>
</sec>
<sec id="sec15">
<title>GBD regional level</title>
<p>Over the past 32&#x202F;years, the number of prevalent and incident cases of PCOS among WCBA increased in most of the 21 GBD regions, with the most notable increase occurring in Central Sub-Saharan Africa, where percentage changes were 320 and 260%, respectively (<xref ref-type="fig" rid="fig2">Figures 2A</xref>,<xref ref-type="fig" rid="fig2">B</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S1</xref>, <xref rid="SM1" ref-type="supplementary-material">S2</xref>). High-income Asia Pacific was an exception, showing a decline in prevalence and incidence cases, with percentage changes of &#x2212;7% and&#x202F;&#x2212;&#x202F;31%, respectively. Similarly, the number of DALY cases decreased only in the High-income Asia Pacific region, with a percentage change of &#x2212;8%, while all other regions experienced an increase. At the same time, only three GBD regions showed a decrease in prevalence rates, with High-income North America showing the highest decrease, with an EAPC of &#x2212;0.53 (&#x2212;1.02 to &#x2212;0.04), and Southeast Asia showing the highest increase, with an EAPC of 2.31 (2.21&#x2013;2.41). Seven regions showed an increase in incidence rates, with South Asia exhibiting the highest increase, with an EAPC of 1.20 (1.10&#x2013;1.30). Fourteen regions experienced a decrease in incidence rates, with Tropical Latin America experiencing the highest decrease, with an EAPC of &#x2212;1.38 (&#x2212;1.60 to &#x2212;1.17). Three regions experienced declines in DALY rates, with High-income North America experiencing the most significant decline, with an EAPC of &#x2212;0.55 (&#x2212;1.03 to &#x2212;0.06). Southeast Asia experienced the most significant increase, with an EAPC of 2.25 (2.16&#x2013;2.35; <xref ref-type="fig" rid="fig2">Figure 2C</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Temporal trend of polycystic ovary syndrome burden in WCBA in regions. <bold>(A)</bold> Prevalence rate per 100,000 population in 1990 and 2021. <bold>(B)</bold> Percentage change in cases of prevalent, incident, and DALYs in 1990 and 2021. <bold>(C)</bold> EAPC of rates of prevalent, incident, and DALYs from 1990 to 2021.</p>
</caption>
<graphic xlink:href="fpubh-13-1514250-g002.tif"/>
</fig>
</sec>
<sec id="sec16">
<title>Country level</title>
<p>From 1990 to 2021, the number of prevalent, incident, and DALY cases among WCBA increased in most countries. Equatorial Guinea experienced the highest increase in the number of prevalent and incident cases, with percentage changes of 776 and 571%, respectively (<xref ref-type="fig" rid="fig3">Figure 3A</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S3</xref>). The United States Virgin Islands presented the highest decrease in prevalence cases, with a percentage change of &#x2212;25%. Italy recorded the greatest decrease in incidence cases, with a percentage change of &#x2212;41%. Equatorial Guinea also had the greatest increase in DALYs, with a percentage change of 777%, while the United States Virgin Islands had the highest decrease, with a percentage change of &#x2212;25%. Most countries exhibited an increasing trend in prevalence, incidence, and DALY rates (<xref ref-type="fig" rid="fig3">Figure 3B</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S4&#x2013;S6</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Tables S3&#x2013;S5</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Temporal trend of polycystic ovary syndrome burden in WCBA globally. <bold>(A)</bold> Percentage change in prevalent cases across 204 countries in 1990 and 2021. <bold>(B)</bold> EAPC in prevalent rates across 204 countries from 1990 to 2021.</p>
</caption>
<graphic xlink:href="fpubh-13-1514250-g003.tif"/>
</fig>
</sec>
<sec id="sec17">
<title>Age patterns</title>
<p>From 1990 to 2021, there was a notable increase in the prevalence, incidence and DALYs cases of PCOS among WCBA worldwide, with the most significant changes observed in the 45&#x2013;49 age group (<xref ref-type="fig" rid="fig4">Figures 4A</xref>,<xref ref-type="fig" rid="fig4">B</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S7</xref>, <xref rid="SM1" ref-type="supplementary-material">S8</xref>; <xref ref-type="table" rid="tab2">Table 2</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Tables S6</xref>, <xref rid="SM1" ref-type="supplementary-material">S7</xref>). The prevalence cases presented a 154% increase (1.54&#x2013;1.53), while the incidence and DALYs cases increased by 114% (1.09&#x2013;1.13) and 154% (1.54&#x2013;1.53) respectively, as depicted in <xref ref-type="fig" rid="fig4">Figure 4C</xref> and <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S9</xref>, <xref rid="SM1" ref-type="supplementary-material">S10</xref>. Moreover, on a global scale, the incidence rates of PCOS among WCBA have exhibited a marked upward trend, particularly in the 15&#x2013;19 age group, with an EAPC of 0.73 (0.69&#x2013;0.77; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S11</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Temporal trend of polycystic ovary syndrome burden in WCBA by age pattern in different regions. <bold>(A)</bold> Prevalent cases of 7 age groups (15&#x2013;49&#x202F;years, 5-year intervals) from 1990 to 2021 globally and in 5 territories (low to high SDI). <bold>(B)</bold> The distribution of prevalent cases across 7 age groups as percentages globally, in 5 territories, and 21 GBD regions in 1990 and 2021. <bold>(C)</bold> Percentage change in prevalent cases of 7 age groups globally and in 5 territories in 1990 and 2021. <bold>(D)</bold> EAPC of prevalent rates of 7 age groups globally and in 5 territories from 1990 to 2021.</p>
</caption>
<graphic xlink:href="fpubh-13-1514250-g004.tif"/>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>The prevalence of polycystic ovary syndrome cases and rates among WCBA in 1990 and 2021, and the trends in age patterns from 1990 to 2021.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Location</th>
<th align="center" valign="top">Age</th>
<th align="center" valign="top">1990_millions (95% UI)</th>
<th align="center" valign="top">2021_millions (95% UI)</th>
<th align="center" valign="top">Percentage change</th>
<th align="center" valign="top">1990_per 100,000 (95% UI)</th>
<th align="center" valign="top">2021_per 100,000 (95% UI)</th>
<th align="center" valign="top">EAPC (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">15&#x2013;19&#x202F;years</td>
<td align="center" valign="middle">4.92 (3.34&#x2013;7.02)</td>
<td align="center" valign="middle">7.66 (5.18&#x2013;10.97)</td>
<td align="center" valign="middle">0.56 (0.55&#x2013;0.56)</td>
<td align="center" valign="middle">1925.13 (1305.23&#x2013;2746.17)</td>
<td align="center" valign="middle">2523.76 (1707&#x2013;3613.35)</td>
<td align="center" valign="middle">0.83 (0.81&#x2013;0.86)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">15&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">34.81 (24.93&#x2013;47.92)</td>
<td align="center" valign="middle">65.77 (46.67&#x2013;90.62)</td>
<td align="center" valign="middle">0.89 (0.87&#x2013;0.89)</td>
<td align="center" valign="middle">2602.62 (1864.27&#x2013;3583.12)</td>
<td align="center" valign="middle">3374.68 (2394.97&#x2013;4649.68)</td>
<td align="center" valign="middle">0.77 (0.74&#x2013;0.81)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">20&#x2013;24&#x202F;years</td>
<td align="center" valign="middle">6.35 (4.51&#x2013;8.84)</td>
<td align="center" valign="middle">10.15 (7.31&#x2013;13.93)</td>
<td align="center" valign="middle">0.6 (0.62&#x2013;0.58)</td>
<td align="center" valign="middle">2600.45 (1849.19&#x2013;3620.8)</td>
<td align="center" valign="middle">3453.97 (2489.13&#x2013;4742.61)</td>
<td align="center" valign="middle">0.84 (0.8&#x2013;0.88)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">25&#x2013;29&#x202F;years</td>
<td align="center" valign="middle">6.03 (4.32&#x2013;8.44)</td>
<td align="center" valign="middle">10.42 (7.48&#x2013;14.46)</td>
<td align="center" valign="middle">0.73 (0.73&#x2013;0.71)</td>
<td align="center" valign="middle">2740.3 (1962.1&#x2013;3836.74)</td>
<td align="center" valign="middle">3581.86 (2571.9&#x2013;4968.04)</td>
<td align="center" valign="middle">0.81 (0.76&#x2013;0.86)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">30&#x2013;34&#x202F;years</td>
<td align="center" valign="middle">5.37 (3.85&#x2013;7.48)</td>
<td align="center" valign="middle">10.76 (7.71&#x2013;14.97)</td>
<td align="center" valign="middle">1 (1&#x2013;1)</td>
<td align="center" valign="middle">2824.88 (2025.68&#x2013;3934.06)</td>
<td align="center" valign="middle">3600.5 (2579.79&#x2013;5007.28)</td>
<td align="center" valign="middle">0.73 (0.7&#x2013;0.76)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">35&#x2013;39&#x202F;years</td>
<td align="center" valign="middle">4.93 (3.52&#x2013;6.84)</td>
<td align="center" valign="middle">10.13 (7.19&#x2013;14.08)</td>
<td align="center" valign="middle">1.05 (1.04&#x2013;1.06)</td>
<td align="center" valign="middle">2840.34 (2026.55&#x2013;3941.19)</td>
<td align="center" valign="middle">3644.97 (2588.05&#x2013;5067.78)</td>
<td align="center" valign="middle">0.73 (0.69&#x2013;0.78)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">40&#x2013;44&#x202F;years</td>
<td align="center" valign="middle">4.26 (3.08&#x2013;5.94)</td>
<td align="center" valign="middle">9.15 (6.54&#x2013;12.71)</td>
<td align="center" valign="middle">1.15 (1.12&#x2013;1.14)</td>
<td align="center" valign="middle">3041.51 (2196.24&#x2013;4233.57)</td>
<td align="center" valign="middle">3687.03 (2637.99&#x2013;5121.84)</td>
<td align="center" valign="middle">0.64 (0.58&#x2013;0.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Global</td>
<td align="center" valign="middle">45&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">2.95 (2.12&#x2013;4.07)</td>
<td align="center" valign="middle">7.5 (5.41&#x2013;10.38)</td>
<td align="center" valign="middle">1.54 (1.55&#x2013;1.55)</td>
<td align="center" valign="middle">2587.93 (1859.21&#x2013;3573.47)</td>
<td align="center" valign="middle">3182.5 (2297.85&#x2013;4407.06)</td>
<td align="center" valign="middle">0.53 (0.46&#x2013;0.59)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">15&#x2013;19&#x202F;years</td>
<td align="center" valign="middle">0.19 (0.12&#x2013;0.29)</td>
<td align="center" valign="middle">0.69 (0.45&#x2013;1.01)</td>
<td align="center" valign="middle">2.63 (2.75&#x2013;2.48)</td>
<td align="center" valign="middle">764.63 (488.84&#x2013;1154.33)</td>
<td align="center" valign="middle">1114.56 (736.65&#x2013;1638.8)</td>
<td align="center" valign="middle">1.31 (1.28&#x2013;1.34)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">15&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">1.06 (0.74&#x2013;1.51)</td>
<td align="center" valign="middle">3.73 (2.6&#x2013;5.29)</td>
<td align="center" valign="middle">2.52 (2.51&#x2013;2.5)</td>
<td align="center" valign="middle">948.52 (662.87&#x2013;1356.22)</td>
<td align="center" valign="middle">1358.55 (948.62&#x2013;1927.76)</td>
<td align="center" valign="middle">1.24 (1.21&#x2013;1.27)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">20&#x2013;24&#x202F;years</td>
<td align="center" valign="middle">0.21 (0.14&#x2013;0.31)</td>
<td align="center" valign="middle">0.75 (0.52&#x2013;1.09)</td>
<td align="center" valign="middle">2.57 (2.71&#x2013;2.52)</td>
<td align="center" valign="middle">987.26 (667.36&#x2013;1429.66)</td>
<td align="center" valign="middle">1429.3 (978.4&#x2013;2059.66)</td>
<td align="center" valign="middle">1.26 (1.24&#x2013;1.29)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">25&#x2013;29&#x202F;years</td>
<td align="center" valign="middle">0.19 (0.13&#x2013;0.27)</td>
<td align="center" valign="middle">0.65 (0.45&#x2013;0.92)</td>
<td align="center" valign="middle">2.42 (2.46&#x2013;2.41)</td>
<td align="center" valign="middle">1020.92 (705.26&#x2013;1453.39)</td>
<td align="center" valign="middle">1467.6 (1023.7&#x2013;2078.47)</td>
<td align="center" valign="middle">1.23 (1.21&#x2013;1.25)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">30&#x2013;34&#x202F;years</td>
<td align="center" valign="middle">0.16 (0.11&#x2013;0.22)</td>
<td align="center" valign="middle">0.55 (0.38&#x2013;0.77)</td>
<td align="center" valign="middle">2.44 (2.45&#x2013;2.5)</td>
<td align="center" valign="middle">1029.61 (721.48&#x2013;1451.07)</td>
<td align="center" valign="middle">1472.48 (1023.11&#x2013;2075.44)</td>
<td align="center" valign="middle">1.23 (1.21&#x2013;1.25)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">35&#x2013;39&#x202F;years</td>
<td align="center" valign="middle">0.13 (0.09&#x2013;0.19)</td>
<td align="center" valign="middle">0.47 (0.33&#x2013;0.65)</td>
<td align="center" valign="middle">2.62 (2.67&#x2013;2.42)</td>
<td align="center" valign="middle">1037.02 (733.51&#x2013;1451.94)</td>
<td align="center" valign="middle">1461.59 (1020.2&#x2013;2043.49)</td>
<td align="center" valign="middle">1.2 (1.17&#x2013;1.24)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">40&#x2013;44&#x202F;years</td>
<td align="center" valign="middle">0.1 (0.07&#x2013;0.14)</td>
<td align="center" valign="middle">0.38 (0.27&#x2013;0.53)</td>
<td align="center" valign="middle">2.8 (2.86&#x2013;2.79)</td>
<td align="center" valign="middle">1030.85 (731.75&#x2013;1432.36)</td>
<td align="center" valign="middle">1438.53 (1017.28&#x2013;2011.31)</td>
<td align="center" valign="middle">1.18 (1.14&#x2013;1.22)</td>
</tr>
<tr>
<td align="left" valign="middle">Low SDI</td>
<td align="center" valign="middle">45&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">0.07 (0.05&#x2013;0.1)</td>
<td align="center" valign="middle">0.25 (0.18&#x2013;0.35)</td>
<td align="center" valign="middle">2.57 (2.6&#x2013;2.5)</td>
<td align="center" valign="middle">857.99 (614.82&#x2013;1180.79)</td>
<td align="center" valign="middle">1209.61 (853.76&#x2013;1679.29)</td>
<td align="center" valign="middle">1.15 (1.11&#x2013;1.2)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">15&#x2013;19&#x202F;years</td>
<td align="center" valign="middle">0.67 (0.44&#x2013;0.98)</td>
<td align="center" valign="middle">1.68 (1.13&#x2013;2.46)</td>
<td align="center" valign="middle">1.51 (1.57&#x2013;1.51)</td>
<td align="center" valign="middle">1148.2 (755.38&#x2013;1664.84)</td>
<td align="center" valign="middle">1861.98 (1251.2&#x2013;2717.47)</td>
<td align="center" valign="middle">1.64 (1.6&#x2013;1.68)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">15&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">3.86 (2.71&#x2013;5.42)</td>
<td align="center" valign="middle">11.5 (8.01&#x2013;16.19)</td>
<td align="center" valign="middle">1.98 (1.96&#x2013;1.99)</td>
<td align="center" valign="middle">1416.12 (994.29&#x2013;1985.78)</td>
<td align="center" valign="middle">2272.04 (1581.38&#x2013;3197.84)</td>
<td align="center" valign="middle">1.66 (1.61&#x2013;1.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">20&#x2013;24&#x202F;years</td>
<td align="center" valign="middle">0.78 (0.53&#x2013;1.11)</td>
<td align="center" valign="middle">2.06 (1.43&#x2013;2.91)</td>
<td align="center" valign="middle">1.64 (1.7&#x2013;1.62)</td>
<td align="center" valign="middle">1489.83 (1017.48&#x2013;2126.8)</td>
<td align="center" valign="middle">2369.84 (1646.63&#x2013;3340.64)</td>
<td align="center" valign="middle">1.65 (1.6&#x2013;1.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">25&#x2013;29&#x202F;years</td>
<td align="center" valign="middle">0.69 (0.48&#x2013;0.97)</td>
<td align="center" valign="middle">1.96 (1.38&#x2013;2.75)</td>
<td align="center" valign="middle">1.84 (1.87&#x2013;1.84)</td>
<td align="center" valign="middle">1530.26 (1068.37&#x2013;2153.04)</td>
<td align="center" valign="middle">2411.36 (1700.95&#x2013;3381.26)</td>
<td align="center" valign="middle">1.65 (1.59&#x2013;1.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">30&#x2013;34&#x202F;years</td>
<td align="center" valign="middle">0.58 (0.41&#x2013;0.81)</td>
<td align="center" valign="middle">1.79 (1.27&#x2013;2.53)</td>
<td align="center" valign="middle">2.09 (2.1&#x2013;2.12)</td>
<td align="center" valign="middle">1536.68 (1090.06&#x2013;2153.51)</td>
<td align="center" valign="middle">2427.56 (1718.88&#x2013;3422.65)</td>
<td align="center" valign="middle">1.64 (1.58&#x2013;1.7)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">35&#x2013;39&#x202F;years</td>
<td align="center" valign="middle">0.49 (0.35&#x2013;0.68)</td>
<td align="center" valign="middle">1.62 (1.14&#x2013;2.29)</td>
<td align="center" valign="middle">2.31 (2.26&#x2013;2.37)</td>
<td align="center" valign="middle">1520.66 (1079.29&#x2013;2120.64)</td>
<td align="center" valign="middle">2427.97 (1713.35&#x2013;3439.5)</td>
<td align="center" valign="middle">1.62 (1.58&#x2013;1.67)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">40&#x2013;44&#x202F;years</td>
<td align="center" valign="middle">0.39 (0.28&#x2013;0.54)</td>
<td align="center" valign="middle">1.38 (0.97&#x2013;1.95)</td>
<td align="center" valign="middle">2.54 (2.46&#x2013;2.61)</td>
<td align="center" valign="middle">1496.59 (1065.89&#x2013;2087.18)</td>
<td align="center" valign="middle">2399.8 (1687.65&#x2013;3379.6)</td>
<td align="center" valign="middle">1.61 (1.58&#x2013;1.63)</td>
</tr>
<tr>
<td align="left" valign="middle">Low-middle SDI</td>
<td align="center" valign="middle">45&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">0.28 (0.2&#x2013;0.38)</td>
<td align="center" valign="middle">1 (0.72&#x2013;1.42)</td>
<td align="center" valign="middle">2.57 (2.6&#x2013;2.74)</td>
<td align="center" valign="middle">1269.68 (912.44&#x2013;1760.9)</td>
<td align="center" valign="middle">2029.23 (1463.55&#x2013;2880.38)</td>
<td align="center" valign="middle">1.63 (1.6&#x2013;1.66)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">15&#x2013;19&#x202F;years</td>
<td align="center" valign="middle">1.72 (1.15&#x2013;2.48)</td>
<td align="center" valign="middle">2.77 (1.86&#x2013;3.96)</td>
<td align="center" valign="middle">0.61 (0.62&#x2013;0.6)</td>
<td align="center" valign="middle">1863.87 (1249.84&#x2013;2686.41)</td>
<td align="center" valign="middle">3151.36 (2115.99&#x2013;4513.3)</td>
<td align="center" valign="middle">1.67 (1.61&#x2013;1.72)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">15&#x2013;49&#x202F;years</td>
<td align="center" valign="middle">10 (7.03&#x2013;13.88)</td>
<td align="center" valign="middle">23.24 (16.47&#x2013;32.3)</td>
<td align="center" valign="middle">1.32 (1.34&#x2013;1.33)</td>
<td align="center" valign="middle">2236.89 (1571.66&#x2013;3104.37)</td>
<td align="center" valign="middle">3758.17 (2662.53&#x2013;5222.38)</td>
<td align="center" valign="middle">1.73 (1.68&#x2013;1.77)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">20&#x2013;24&#x202F;years</td>
<td align="center" valign="middle">2.09 (1.48&#x2013;2.91)</td>
<td align="center" valign="middle">3.57 (2.52&#x2013;4.89)</td>
<td align="center" valign="middle">0.71 (0.7&#x2013;0.68)</td>
<td align="center" valign="middle">2367.73 (1676.6&#x2013;3296.87)</td>
<td align="center" valign="middle">4123.9 (2910.31&#x2013;5645.79)</td>
<td align="center" valign="middle">1.78 (1.7&#x2013;1.86)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">25&#x2013;29&#x202F;years</td>
<td align="center" valign="middle">1.8 (1.28&#x2013;2.49)</td>
<td align="center" valign="middle">3.71 (2.62&#x2013;5.13)</td>
<td align="center" valign="middle">1.06 (1.05&#x2013;1.06)</td>
<td align="center" valign="middle">2404.76 (1704.06&#x2013;3319.11)</td>
<td align="center" valign="middle">4095.72 (2890.34&#x2013;5659.53)</td>
<td align="center" valign="middle">1.83 (1.74&#x2013;1.91)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">30&#x2013;34&#x202F;years</td>
<td align="center" valign="middle">1.47 (1.04&#x2013;2.04)</td>
<td align="center" valign="middle">3.9 (2.75&#x2013;5.43)</td>
<td align="center" valign="middle">1.65 (1.64&#x2013;1.66)</td>
<td align="center" valign="middle">2441.65 (1732.51&#x2013;3389.65)</td>
<td align="center" valign="middle">3945.58 (2788.11&#x2013;5503.28)</td>
<td align="center" valign="middle">1.73 (1.66&#x2013;1.81)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">35&#x2013;39&#x202F;years</td>
<td align="center" valign="middle">1.28 (0.91&#x2013;1.78)</td>
<td align="center" valign="middle">3.59 (2.54&#x2013;5.02)</td>
<td align="center" valign="middle">1.8 (1.79&#x2013;1.82)</td>
<td align="center" valign="middle">2314.74 (1641.3&#x2013;3212.55)</td>
<td align="center" valign="middle">3913.19 (2766.77&#x2013;5479.65)</td>
<td align="center" valign="middle">1.75 (1.7&#x2013;1.8)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle SDI</td>
<td align="center" valign="middle">40&#x2013;44&#x202F;years</td>
<td align="center" valign="middle">0.98 (0.69&#x2013;1.36)</td>
<td align="center" valign="middle">3.14 (2.23&#x2013;4.41)</td>
<td align="center" valign="middle">2.2 (2.23&#x2013;2.24)</td>
<td align="center" valign="middle">2315.1 (1640.7&#x2013;3223.36)</td>
<td align="center" valign="middle">3840.77 (2723.62&#x2013;5393.05)</td>
<td align="center" valign="middle">1.71 (1.65&#x2013;1.78)</td>
</tr>
<tr>
<td align="left" valign="top">Middle SDI</td>
<td align="center" valign="top">45&#x2013;49&#x202F;years</td>
<td align="center" valign="top">0.66 (0.47&#x2013;0.92)</td>
<td align="center" valign="top">2.56 (1.82&#x2013;3.59)</td>
<td align="center" valign="top">2.88 (2.87&#x2013;2.9)</td>
<td align="center" valign="top">1952.08 (1396.2&#x2013;2710.42)</td>
<td align="center" valign="top">3160.82 (2244.16&#x2013;4425.16)</td>
<td align="center" valign="top">1.59 (1.54&#x2013;1.65)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">15&#x2013;19&#x202F;years</td>
<td align="center" valign="top">0.94 (0.63&#x2013;1.35)</td>
<td align="center" valign="top">1.02 (0.68&#x2013;1.46)</td>
<td align="center" valign="top">0.09 (0.08&#x2013;0.08)</td>
<td align="center" valign="top">1976 (1326.53&#x2013;2843.95)</td>
<td align="center" valign="top">2956.18 (1975.09&#x2013;4236.57)</td>
<td align="center" valign="top">1.45 (1.34&#x2013;1.56)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">15&#x2013;49&#x202F;years</td>
<td align="center" valign="top">6.69 (4.72&#x2013;9.25)</td>
<td align="center" valign="top">10.55 (7.44&#x2013;14.74)</td>
<td align="center" valign="top">0.58 (0.58&#x2013;0.59)</td>
<td align="center" valign="top">2407.44 (1699.54&#x2013;3331.25)</td>
<td align="center" valign="top">3456.66 (2437.81&#x2013;4832.38)</td>
<td align="center" valign="top">1.21 (1.17&#x2013;1.25)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">20&#x2013;24&#x202F;years</td>
<td align="center" valign="top">1.2 (0.85&#x2013;1.66)</td>
<td align="center" valign="top">1.38 (0.97&#x2013;1.91)</td>
<td align="center" valign="top">0.15 (0.14&#x2013;0.15)</td>
<td align="center" valign="top">2491.82 (1764.69&#x2013;3446.52)</td>
<td align="center" valign="top">3872.06 (2735.79&#x2013;5372.94)</td>
<td align="center" valign="top">1.35 (1.26&#x2013;1.45)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">25&#x2013;29&#x202F;years</td>
<td align="center" valign="top">1.16 (0.83&#x2013;1.6)</td>
<td align="center" valign="top">1.52 (1.07&#x2013;2.12)</td>
<td align="center" valign="top">0.31 (0.29&#x2013;0.32)</td>
<td align="center" valign="top">2538.13 (1820.78&#x2013;3497.72)</td>
<td align="center" valign="top">3767.15 (2657.62&#x2013;5258.55)</td>
<td align="center" valign="top">1.1 (0.98&#x2013;1.21)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">30&#x2013;34&#x202F;years</td>
<td align="center" valign="top">1.03 (0.74&#x2013;1.42)</td>
<td align="center" valign="top">1.8 (1.27&#x2013;2.53)</td>
<td align="center" valign="top">0.75 (0.72&#x2013;0.78)</td>
<td align="center" valign="top">2468.93 (1768.11&#x2013;3390.55)</td>
<td align="center" valign="top">3498.34 (2461.08&#x2013;4906.44)</td>
<td align="center" valign="top">1.06 (0.91&#x2013;1.21)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">35&#x2013;39&#x202F;years</td>
<td align="center" valign="top">0.96 (0.69&#x2013;1.32)</td>
<td align="center" valign="top">1.72 (1.22&#x2013;2.43)</td>
<td align="center" valign="top">0.79 (0.77&#x2013;0.84)</td>
<td align="center" valign="top">2431.83 (1739.17&#x2013;3347.92)</td>
<td align="center" valign="top">3476.76 (2466.22&#x2013;4905.98)</td>
<td align="center" valign="top">1.26 (1.11&#x2013;1.41)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">40&#x2013;44&#x202F;years</td>
<td align="center" valign="top">0.82 (0.59&#x2013;1.14)</td>
<td align="center" valign="top">1.62 (1.15&#x2013;2.27)</td>
<td align="center" valign="top">0.98 (0.95&#x2013;0.99)</td>
<td align="center" valign="top">2664.49 (1917.56&#x2013;3702.97)</td>
<td align="center" valign="top">3565.05 (2524.38&#x2013;4994.65)</td>
<td align="center" valign="top">1.25 (1.15&#x2013;1.34)</td>
</tr>
<tr>
<td align="left" valign="top">High-middle SDI</td>
<td align="center" valign="top">45&#x2013;49&#x202F;years</td>
<td align="center" valign="top">0.58 (0.41&#x2013;0.81)</td>
<td align="center" valign="top">1.49 (1.06&#x2013;2.08)</td>
<td align="center" valign="top">1.57 (1.59&#x2013;1.57)</td>
<td align="center" valign="top">2,365 (1687.45&#x2013;3289.75)</td>
<td align="center" valign="top">3080.46 (2196.64&#x2013;4308.81)</td>
<td align="center" valign="top">0.93 (0.82&#x2013;1.05)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">15&#x2013;19&#x202F;years</td>
<td align="center" valign="top">1.39 (0.97&#x2013;1.99)</td>
<td align="center" valign="top">1.5 (1.06&#x2013;2.1)</td>
<td align="center" valign="top">0.08 (0.09&#x2013;0.06)</td>
<td align="center" valign="top">4376.36 (3037.26&#x2013;6242.37)</td>
<td align="center" valign="top">5160.06 (3644.03&#x2013;7206.35)</td>
<td align="center" valign="top">0.11 (&#x2212;0.06&#x2013;0.27)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">15&#x2013;49&#x202F;years</td>
<td align="center" valign="top">13.17 (9.56&#x2013;18.42)</td>
<td align="center" valign="top">16.7 (12.28&#x2013;22.71)</td>
<td align="center" valign="top">0.27 (0.28&#x2013;0.23)</td>
<td align="center" valign="top">5810.11 (4218.38&#x2013;8126.4)</td>
<td align="center" valign="top">6868.85 (5049.2&#x2013;9340.23)</td>
<td align="center" valign="top">0.09 (&#x2212;0.07&#x2013;0.26)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">20&#x2013;24&#x202F;years</td>
<td align="center" valign="top">2.06 (1.49&#x2013;2.83)</td>
<td align="center" valign="top">2.37 (1.76&#x2013;3.2)</td>
<td align="center" valign="top">0.15 (0.18&#x2013;0.13)</td>
<td align="center" valign="top">6139.9 (4444.26&#x2013;8417.83)</td>
<td align="center" valign="top">7519.96 (5583.76&#x2013;10152.72)</td>
<td align="center" valign="top">0.1 (&#x2212;0.09&#x2013;0.29)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">25&#x2013;29&#x202F;years</td>
<td align="center" valign="top">2.19 (1.61&#x2013;3.06)</td>
<td align="center" valign="top">2.58 (1.9&#x2013;3.52)</td>
<td align="center" valign="top">0.18 (0.18&#x2013;0.15)</td>
<td align="center" valign="top">6106.27 (4484.85&#x2013;8535.4)</td>
<td align="center" valign="top">7466.98 (5489.29&#x2013;10184.44)</td>
<td align="center" valign="top">0.07 (&#x2212;0.14&#x2013;0.27)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">30&#x2013;34&#x202F;years</td>
<td align="center" valign="top">2.14 (1.55&#x2013;2.96)</td>
<td align="center" valign="top">2.72 (2.02&#x2013;3.66)</td>
<td align="center" valign="top">0.27 (0.3&#x2013;0.24)</td>
<td align="center" valign="top">6025.42 (4376.03&#x2013;8353.83)</td>
<td align="center" valign="top">7259.07 (5399.02&#x2013;9781.51)</td>
<td align="center" valign="top">0.11 (&#x2212;0.07&#x2013;0.29)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">35&#x2013;39&#x202F;years</td>
<td align="center" valign="top">2.06 (1.47&#x2013;2.87)</td>
<td align="center" valign="top">2.73 (2.01&#x2013;3.77)</td>
<td align="center" valign="top">0.33 (0.37&#x2013;0.31)</td>
<td align="center" valign="top">6158.14 (4385.59&#x2013;8575.04)</td>
<td align="center" valign="top">7190.32 (5292.13&#x2013;9928.82)</td>
<td align="center" valign="top">0.17 (0.04&#x2013;0.29)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">40&#x2013;44&#x202F;years</td>
<td align="center" valign="top">1.97 (1.43&#x2013;2.77)</td>
<td align="center" valign="top">2.61 (1.93&#x2013;3.62)</td>
<td align="center" valign="top">0.32 (0.35&#x2013;0.31)</td>
<td align="center" valign="top">6323.47 (4583.14&#x2013;8883.54)</td>
<td align="center" valign="top">7121.68 (5257.84&#x2013;9866.55)</td>
<td align="center" valign="top">0.12 (&#x2212;0.02&#x2013;0.25)</td>
</tr>
<tr>
<td align="left" valign="top">High SDI</td>
<td align="center" valign="top">45&#x2013;49&#x202F;years</td>
<td align="center" valign="top">1.35 (0.98&#x2013;1.89)</td>
<td align="center" valign="top">2.19 (1.61&#x2013;2.98)</td>
<td align="center" valign="top">0.62 (0.64&#x2013;0.58)</td>
<td align="center" valign="top">5362.68 (3862.38&#x2013;7488.44)</td>
<td align="center" valign="top">6101.08 (4489.05&#x2013;8300.11)</td>
<td align="center" valign="top">&#x2212;0.02 (&#x2212;0.22&#x2013;0.18)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Over the past three decades, the incidence cases of PCOS among WCBA in low SDI regions has experienced the most substantial increase. However, different age groups display distinct patterns. The middle SDI region, particularly the 45&#x2013;49 age group, reported the highest percentage increase in prevalence cases, approximately 288%. The low SDI region, with the 15&#x2013;19 age group, presented the highest percentage increase in incidence cases, around 241%. Similarly, the middle SDI region, with the 45&#x2013;49 age group, had the highest percentage increase in DALYs cases, about 287%.</p>
<p>Significantly, across the five SDI regions, the rates of PCOS prevalence, incidence, and DALYs among WCBA have shown a significant upward trend. However, in the high SDI region, a decreasing trend was observed for prevalence, incidence, and DALYs rates in the 45&#x2013;49 age group, with an EAPC of &#x2212;0.02 (&#x2212;0.22 to 0.18), &#x2212;0.32 (&#x2212;0.47 to &#x2212;0.17), and&#x202F;&#x2212;&#x202F;0.02 (&#x2212;0.22 to 0.17) respectively (<xref ref-type="fig" rid="fig4">Figure 4D</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S11</xref>, <xref rid="SM1" ref-type="supplementary-material">S12</xref>). The middle SDI region, with the 25&#x2013;29 age group, had the highest prevalence and DALYs rates, with an EAPC of 1.83 (1.74&#x2013;1.91) and 1.81 (1.72&#x2013;1.90) respectively. The middle SDI region, with the 15&#x2013;19 age group, had the highest incidence rates, with an EAPC of 1.58 (1.53&#x2013;1.64).</p>
<p>Globally, over the past 32&#x202F;years, the 45&#x2013;49 age group has seen the fastest growth in prevalence cases of PCOS, representing about 11% of all age groups, with a 3% increase. Among the five SDI regions, the high-middle SDI region has experienced the fastest growth in PCOS cases in the 45&#x2013;49 age group, accounting for approximately 14% of all age groups, with a 5% increase. In the 21 GBD SDI regions, the High-income Asia Pacific region has shown the fastest growth in PCOS cases in the 45&#x2013;49 age group, representing about 17% of all age groups, with a 5% increase. Moreover, the 15&#x2013;19 age group is identified as the peak age for the onset of PCOS, followed by the 20&#x2013;24 age group (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S13</xref>, <xref rid="SM1" ref-type="supplementary-material">S14</xref>).</p>
</sec>
<sec id="sec18">
<title>Association between PCOS burden and SDI</title>
<p>There was a significant relationship between the prevalence of PCOS and SDI in 2021, with a correlation coefficient of <italic>r</italic>&#x202F;=&#x202F;0.582 and <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, indicating that this correlation was statistically significant (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Overall, the prevalence rates of PCOS increased with the increase in SDI, suggesting that the prevalence rates of PCOS is higher in areas with higher levels of economic and social development. This trend may reflect greater access to diagnosis, higher probability of exposure to certain risk factors (e.g., obesity or cardiovascular disease), or lifestyle-related factors in high-income countries. The burden of PCOS is relatively stable in areas with SDI values between 0.5 and 0.6. However, the burden of disease increases significantly when the SDI reaches 0.7 and above. High-income countries or regions such as Australasia and high-income Asia Pacific have a higher burden of PCOS than predicted by the model, suggesting that these regions may have higher risk factors or higher diagnosis rates. Conversely, some low- and middle-income regions such as Central Asia and Central Europe have a lower-than-predicted burden of PCOS, which may be due to lifestyle, genetic factors, or other unknown protective factors in these regions (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S15</xref>, <xref rid="SM1" ref-type="supplementary-material">S16</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>The associations between the SDI and prevalent rates per 100,000 population of polycystic ovary syndrome in WCBA across 21 GBD regions.</p>
</caption>
<graphic xlink:href="fpubh-13-1514250-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec19">
<title>Discussion</title>
<p>PCOS is a prevalent endocrine disorder affecting WCBA, with global prevalence estimates ranging from 5 to 10% (<xref ref-type="bibr" rid="ref28">28</xref>). The onset of PCOS is typically during the peripubertal period, and its complex etiology involves genetic, developmental, neuroendocrine, inflammatory, microbiome, and environmental factors (<xref ref-type="bibr" rid="ref29 ref30 ref31">29&#x2013;31</xref>). While the exact pathogenesis remains elusive, it is linked to hypothalamic&#x2013;pituitary-ovarian axis dysfunction, androgen excess, and insulin resistance (<xref ref-type="bibr" rid="ref32">32</xref>). In China, PCOS affects approximately 5.6% of reproductive-age women, contributing significantly to anovulatory infertility (<xref ref-type="bibr" rid="ref33">33</xref>). Common symptoms include menstrual irregularities, hirsutism, infertility, and hyperandrogenism. Additionally, PCOS is associated with increased risks of insulin resistance, type 2 diabetes, dyslipidemia, cardiovascular diseases, metabolic syndrome, sleep apnea, non-alcoholic fatty liver disease, gestational diabetes, and pregnancy-related hypertensive disorders (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). The prevalence of this condition varies with ethnicity, geography, study populations, and diagnostic criteria. A 2017 global study reported 1.55 million incidence cases, 0.43 million DALYs, and an incidence rate of 82.44 per 100,000, marking a 1.45% increase since 2007 (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref34">34</xref>). A comprehensive analysis of 32&#x202F;years of GBD data reveals the burden of PCOS in global, regional, and national WCBA populations and explores its correlation with the SDI.</p>
<p>From 1990 to 2021, the WCBA population saw an 89% increase in PCOS prevalence, a 49% rise in incidence, and an 87% surge in DALYs, indicating a substantial disease burden. Diagnosis rates have increased significantly, driven by enhanced medical resource allocation, greater awareness of female health issues, and widespread implementation of the Rotterdam diagnostic criteria. However, the obesity epidemic has also contributed to PCOS incidence, with obese women having two to three times the risk of non-obese women. Genetic factors significantly influence PCOS development, often presenting a familial pattern.</p>
<p>Insulin resistance and obesity are identified as pivotal in PCOS pathogenesis, affecting approximately 60% and 50&#x2013;75% of patients, respectively (<xref ref-type="bibr" rid="ref35">35</xref>). Poor diet and sedentary lifestyles exacerbate these risks (<xref ref-type="bibr" rid="ref36">36</xref>). SDI changes reflect socio-economic and lifestyle impacts on PCOS incidence, with middle SDI countries showing the highest increase in incidence rates and high-middle SDI countries in DALYs rates. Racial differences in incidence and diagnosis should not be overlooked.</p>
<p>In 2021, the disease burden of PCOS among WCBA globally exhibited some key trends. Across different SDI regions, countries with a middle SDI had the highest prevalence, incidence, and DALYs cases for PCOS. However, high SDI countries topped the charts in terms of prevalence, incidence, and DALY rates. From 1990 to 2021, there was an upward trend in prevalence and DALY rates in most SDI regions, with a particularly significant increase in prevalence in middle SDI countries. Despite this, the incidence in high SDI and high-middle SDI countries has declined. In terms of DALY rates, the most notable increase was also seen in middle SDI countries. These data reveal that while the global disease burden of PCOS has generally increased, there are significant differences in the growth trends and magnitude of change across different SDI countries. High SDI countries have the highest prevalence and DALY rates, while middle SDI countries have the fastest growth rate, which may reflect the impact of socio-economic development and lifestyle changes on the incidence of PCOS. Additionally, the decline in incidence rates in some high SDI countries may be related to the allocation of medical resources and disease management strategies in these countries.</p>
<p>Over 32&#x202F;years, PCOS incidence and prevalence have generally increased, especially in Central Africa, with a 320 and 260% rise, respectively. The high-income Asia-Pacific region alone showed a downward trend, with a 7% decrease in prevalence and a 31% drop in incidence, and a reduction in DALYs. Regional variations in prevalence and incidence changes were observed, with Southeast Asia showing the most significant increase and Tropical Latin America the most decrease. DALY rate changes also varied, with high-income North America showing the most significant decrease and Southeast Asia the most increase.</p>
<p>From 1990 to 2021, at the national level, the prevalence, incidence, and DALY cases of PCOS have increased in most countries. During this period, Equatorial Guinea saw the most significant surge in the number of cases for both prevalence and incidence, with increases of 776 and 571%, respectively. Meanwhile, the US Virgin Islands experienced the most notable decrease in prevalence, while Italy led in the reduction of incidence. In terms of DALY increase, Equatorial Guinea topped the list, and the US Virgin Islands was at the forefront of reduction. Overall, the upward trend in these three key indicators in most countries highlights the significant challenge that PCOS poses to the health of women globally, particularly in Central Africa and the sub-Saharan region as well as Southeast Asia. Concurrently, the downward trend in the high-income Asia-Pacific region indicates the importance of continued efforts to maintain this positive trend. These trends reveal the impact of healthcare services and public health strategies on the management of PCOS in different regions, emphasizing the need for targeted medical resource allocation and public health strategies to address this challenge.</p>
<p>From 1990 to 2021, the prevalence and incidence rates of PCOS among WCBA globally increased significantly with age, especially in the 45 to 49 age group. Globally, the incidence rates of PCOS are on the rise, with the greatest increase seen in the 15 to 19-year-old age group. Changes in different SDI regions have their own characteristics. The increase in incidence rates is particularly pronounced in low-SDI areas, especially in younger age groups. In middle SDI areas, older women have a significant increase in disease burden. The only exception was the high SDI area, where disease burden showed a downward trend in the 45 to 49 age group. Overall, the 45 to 49-year-old age group is the group with the fastest growing PCOS cases. The growth rate is particularly obvious in the high-middle SDI region, and the growth rate is also particularly prominent in the high-income Asia-Pacific region. The peak incidence of PCOS is mainly between the ages of 15 and 19, followed by those between the ages of 20 and 24.</p>
<p>This study, while insightful, is not without its limitations. Firstly, the precision of the GBD data is contingent upon the caliber and accessibility of data from a multitude of nations, which can lead to inconsistencies in data gathering and reporting. The GBD dataset is predicated on health system information that may be incomplete or erroneous in certain regions, notably in low-income areas where healthcare infrastructure is lacking. Secondly, there is a variation in diagnostic criteria for PCOS across different regions, such as those established by the NIH, Rotterdam, and the Androgen Excess and PCOS Society. These diverse criteria can lead to heterogeneity in the rates of prevalence and incidence. It is recommended that future research strive to harmonize diagnostic standards across regions to facilitate more precise comparisons. Thirdly, although this study concentrates on the global trends and impact of PCOS, it does not delve deeply into the multifaceted etiology of the condition. PCOS is shaped by an interplay of genetic, environmental, and lifestyle factors, aspects that were not thoroughly examined in this analysis. Subsequent studies should endeavor to explore the interplay among these factors to gain a more holistic understanding of the development and progression of PCOS.</p>
</sec>
<sec sec-type="conclusions" id="sec20">
<title>Conclusion</title>
<p>Over the past 32&#x202F;years, the global burden of PCOS among WCBA has increased significantly, peaking in the 45&#x2013;49 age group, particularly in middle SDI regions. The positive correlation between prevalence and SDI highlights the crucial role of socio-economic factors in the epidemiology of PCOS. The physiological characteristics of WCBA make them more susceptible to PCOS, emphasizing the importance of tailored intervention strategies across different age groups and regions. Enhancing early diagnosis, prevention, and comprehensive management of PCOS, with a special focus on the physiological and psychological health of WCBA, is essential for reducing the global burden of PCOS and improving the quality of life for women.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>YM: Data curation, Formal analysis, Methodology, Software, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TZ: Investigation, Methodology, Supervision, Writing &#x2013; original draft. RZ: Investigation, Methodology, Software, Supervision, Writing &#x2013; review &#x0026; editing. XZ: Data curation, Methodology, Software, Supervision, Writing &#x2013; review &#x0026; editing. CM: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. QS: Conceptualization, Data curation, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec23">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<p>The authors thank all staff for their contributions to the GBD database.</p>
</ack>
<sec sec-type="COI-statement" id="sec24">
<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 sec-type="ai-statement" id="sec25">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec26">
<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 sec-type="supplementary-material" id="sec27">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2025.1514250/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1514250/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>O</given-names></name> <name><surname>Christ</surname> <given-names>JP</given-names></name> <name><surname>Schulze-Rath</surname> <given-names>R</given-names></name> <name><surname>Covey</surname> <given-names>J</given-names></name> <name><surname>Kelley</surname> <given-names>A</given-names></name> <name><surname>Grafton</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Incidence, prevalence, and trends in polycystic ovary syndrome diagnosis: a United States population-based study from 2006 to 2019</article-title>. <source>Am J Obstet Gynecol</source>. (<year>2023</year>) <volume>229</volume>:<fpage>39.e1</fpage>&#x2013;<lpage>39.e12</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ajog.2023.04.010</pub-id>, PMID: <pub-id pub-id-type="pmid">37061077</pub-id></citation></ref>
<ref id="ref2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>X</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Wang</surname> <given-names>S</given-names></name></person-group>. <article-title>Global, regional, and National Burden of infertility attributable to Pcos, 1990-2019</article-title>. <source>Hum Reprod</source>. (<year>2024</year>) <volume>39</volume>:<fpage>108</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.1093/humrep/dead241</pub-id>, PMID: <pub-id pub-id-type="pmid">38011904</pub-id></citation></ref>
<ref id="ref3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>J</given-names></name> <name><surname>Wu</surname> <given-names>Q</given-names></name> <name><surname>Hao</surname> <given-names>Y</given-names></name> <name><surname>Jiao</surname> <given-names>M</given-names></name> <name><surname>Wang</surname> <given-names>X</given-names></name> <name><surname>Jiang</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Measuring the global disease burden of polycystic ovary syndrome in 194 countries: global burden of disease study 2017</article-title>. <source>Hum Reprod</source>. (<year>2021</year>) <volume>36</volume>:<fpage>1108</fpage>&#x2013;<lpage>19</lpage>. doi: <pub-id pub-id-type="doi">10.1093/humrep/deaa371</pub-id>, PMID: <pub-id pub-id-type="pmid">33501984</pub-id></citation></ref>
<ref id="ref4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dumesic</surname> <given-names>DA</given-names></name> <name><surname>Oberfield</surname> <given-names>SE</given-names></name> <name><surname>Stener-Victorin</surname> <given-names>E</given-names></name> <name><surname>Marshall</surname> <given-names>JC</given-names></name> <name><surname>Laven</surname> <given-names>JS</given-names></name> <name><surname>Legro</surname> <given-names>RS</given-names></name></person-group>. <article-title>Scientific statement on the diagnostic criteria, epidemiology, pathophysiology, and molecular genetics of polycystic ovary syndrome</article-title>. <source>Endocr Rev</source>. (<year>2015</year>) <volume>36</volume>:<fpage>487</fpage>&#x2013;<lpage>525</lpage>. doi: <pub-id pub-id-type="doi">10.1210/er.2015-1018</pub-id>, PMID: <pub-id pub-id-type="pmid">26426951</pub-id></citation></ref>
<ref id="ref5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Witchel</surname> <given-names>SF</given-names></name> <name><surname>Roumimper</surname> <given-names>H</given-names></name> <name><surname>Oberfield</surname> <given-names>S</given-names></name></person-group>. <article-title>Polycystic ovary syndrome in adolescents</article-title>. <source>Endocrinol Metab Clin N Am</source>. (<year>2016</year>) <volume>45</volume>:<fpage>329</fpage>&#x2013;<lpage>44</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ecl.2016.01.004</pub-id>, PMID: <pub-id pub-id-type="pmid">27241968</pub-id></citation></ref>
<ref id="ref6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Naderpoor</surname> <given-names>N</given-names></name> <name><surname>Shorakae</surname> <given-names>S</given-names></name> <name><surname>de Courten</surname> <given-names>B</given-names></name> <name><surname>Misso</surname> <given-names>ML</given-names></name> <name><surname>Moran</surname> <given-names>LJ</given-names></name> <name><surname>Teede</surname> <given-names>HJ</given-names></name></person-group>. <article-title>Metformin and lifestyle modification in polycystic ovary syndrome: systematic review and Meta-analysis</article-title>. <source>Hum Reprod Update</source>. (<year>2015</year>) <volume>21</volume>:<fpage>560</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1093/humupd/dmv025</pub-id>, PMID: <pub-id pub-id-type="pmid">26060208</pub-id></citation></ref>
<ref id="ref7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Calcaterra</surname> <given-names>V</given-names></name> <name><surname>Magenes</surname> <given-names>VC</given-names></name> <name><surname>Massini</surname> <given-names>G</given-names></name> <name><surname>De Sanctis</surname> <given-names>L</given-names></name> <name><surname>Fabiano</surname> <given-names>V</given-names></name> <name><surname>Zuccotti</surname> <given-names>G</given-names></name></person-group>. <article-title>High fat diet and polycystic ovary syndrome (Pcos) in adolescence: an overview of nutritional strategies</article-title>. <source>Nutrients</source>. (<year>2024</year>) <volume>16</volume>:<fpage>938</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu16070938</pub-id>, PMID: <pub-id pub-id-type="pmid">38612972</pub-id></citation></ref>
<ref id="ref8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Livadas</surname> <given-names>S</given-names></name> <name><surname>Anagnostis</surname> <given-names>P</given-names></name> <name><surname>Bosdou</surname> <given-names>JK</given-names></name> <name><surname>Bantouna</surname> <given-names>D</given-names></name> <name><surname>Paparodis</surname> <given-names>R</given-names></name></person-group>. <article-title>Polycystic ovary syndrome and type 2 diabetes mellitus: a state-of-the-art review</article-title>. <source>World J Diabetes</source>. (<year>2022</year>) <volume>13</volume>:<fpage>5</fpage>&#x2013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.4239/wjd.v13.i1.5</pub-id>, PMID: <pub-id pub-id-type="pmid">35070056</pub-id></citation></ref>
<ref id="ref9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Conway</surname> <given-names>G</given-names></name> <name><surname>Dewailly</surname> <given-names>D</given-names></name> <name><surname>Diamanti-Kandarakis</surname> <given-names>E</given-names></name> <name><surname>Escobar-Morreale</surname> <given-names>HF</given-names></name> <name><surname>Franks</surname> <given-names>S</given-names></name> <name><surname>Gambineri</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>The polycystic ovary syndrome: a position statement from the European Society of Endocrinology</article-title>. <source>Eur J Endocrinol</source>. (<year>2014</year>) <volume>171</volume>:<fpage>P1</fpage>&#x2013;<lpage>P29</lpage>. doi: <pub-id pub-id-type="doi">10.1530/EJE-14-0253</pub-id>, PMID: <pub-id pub-id-type="pmid">24849517</pub-id></citation></ref>
<ref id="ref10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Azziz</surname> <given-names>R</given-names></name> <name><surname>Carmina</surname> <given-names>E</given-names></name> <name><surname>Chen</surname> <given-names>Z</given-names></name> <name><surname>Dunaif</surname> <given-names>A</given-names></name> <name><surname>Laven</surname> <given-names>JSE</given-names></name> <name><surname>Legro</surname> <given-names>RS</given-names></name> <etal/></person-group>. <article-title>Polycystic ovary syndrome</article-title>. <source>Nat Rev Dis Primers</source>. (<year>2016</year>) <volume>2</volume>:<fpage>16057</fpage>. doi: <pub-id pub-id-type="doi">10.1038/nrdp.2016.57</pub-id>, PMID: <pub-id pub-id-type="pmid">27510637</pub-id></citation></ref>
<ref id="ref11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ollila</surname> <given-names>MM</given-names></name> <name><surname>West</surname> <given-names>S</given-names></name> <name><surname>Kein&#x00E4;nen-Kiukaanniemi</surname> <given-names>S</given-names></name> <name><surname>Jokelainen</surname> <given-names>J</given-names></name> <name><surname>Auvinen</surname> <given-names>J</given-names></name> <name><surname>Puukka</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Overweight and obese but not Normal weight women with Pcos are at increased risk of type 2 diabetes mellitus-a prospective, population-based cohort study</article-title>. <source>Hum Reprod</source>. (<year>2017</year>) <volume>32</volume>:<fpage>423</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1093/humrep/dew329</pub-id>, PMID: <pub-id pub-id-type="pmid">28031324</pub-id></citation></ref>
<ref id="ref12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Daniilidis</surname> <given-names>A</given-names></name> <name><surname>Dinas</surname> <given-names>K</given-names></name></person-group>. <article-title>Long term health consequences of polycystic ovarian syndrome: a review analysis</article-title>. <source>Hippokratia</source>. (<year>2009</year>) <volume>13</volume>:<fpage>90</fpage>&#x2013;<lpage>2</lpage>.</citation></ref>
<ref id="ref13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>W</given-names></name> <name><surname>Pang</surname> <given-names>Y</given-names></name></person-group>. <article-title>Metabolic syndrome and Pcos: pathogenesis and the role of metabolites</article-title>. <source>Meta</source>. (<year>2021</year>) <volume>11</volume>:<fpage>869</fpage>. doi: <pub-id pub-id-type="doi">10.3390/metabo11120869</pub-id></citation></ref>
<ref id="ref14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Palomba</surname> <given-names>S</given-names></name> <name><surname>Santagni</surname> <given-names>S</given-names></name> <name><surname>Falbo</surname> <given-names>A</given-names></name> <name><surname>La Sala</surname> <given-names>GB</given-names></name></person-group>. <article-title>Complications and challenges associated with polycystic ovary syndrome: current perspectives</article-title>. <source>Int J Women's Health</source>. (<year>2015</year>) <volume>7</volume>:<fpage>745</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.2147/ijwh.S70314</pub-id>, PMID: <pub-id pub-id-type="pmid">26261426</pub-id></citation></ref>
<ref id="ref15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><collab id="coll99">GBD 2021 Diseases and Injuries Collaborators</collab></person-group>. <article-title>Global incidence, prevalence, years lived with disability (Ylds), disability-adjusted life-years (Dalys), and healthy life expectancy (Hale) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the global burden of disease study 2021</article-title>. <source>Lancet</source>. (<year>2024</year>) <volume>403</volume>:<fpage>2133</fpage>&#x2013;<lpage>61</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(24)00757-8</pub-id>, PMID: <pub-id pub-id-type="pmid">38642570</pub-id></citation></ref>
<ref id="ref16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><collab id="coll100">GBD 2021 Causes of Death Collaborators</collab></person-group>. <article-title>Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the global burden of disease study 2021</article-title>. <source>Lancet</source>. (<year>2024</year>) <volume>403</volume>:<fpage>2100</fpage>&#x2013;<lpage>32</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(24)00367-2</pub-id>, PMID: <pub-id pub-id-type="pmid">38582094</pub-id></citation></ref>
<ref id="ref17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mubarik</surname> <given-names>S</given-names></name> <name><surname>Yu</surname> <given-names>Y</given-names></name> <name><surname>Wang</surname> <given-names>F</given-names></name> <name><surname>Malik</surname> <given-names>SS</given-names></name> <name><surname>Liu</surname> <given-names>X</given-names></name> <name><surname>Fawad</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Epidemiological and sociodemographic transitions of female breast Cancer incidence, death, case fatality and Dalys in 21 world regions and globally, from 1990 to 2017: an age-period-cohort analysis</article-title>. <source>J Adv Res</source>. (<year>2022</year>) <volume>37</volume>:<fpage>185</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jare.2021.07.012</pub-id>, PMID: <pub-id pub-id-type="pmid">35499053</pub-id></citation></ref>
<ref id="ref18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cui</surname> <given-names>Y</given-names></name> <name><surname>Tian</surname> <given-names>G</given-names></name> <name><surname>Li</surname> <given-names>R</given-names></name> <name><surname>Shi</surname> <given-names>Y</given-names></name> <name><surname>Zhou</surname> <given-names>T</given-names></name> <name><surname>Yan</surname> <given-names>Y</given-names></name></person-group>. <article-title>Epidemiological and sociodemographic transitions of severe periodontitis incidence, prevalence, and disability-adjusted life years for 21 world regions and globally from 1990 to 2019: an age-period-cohort analysis</article-title>. <source>J Periodontol</source>. (<year>2023</year>) <volume>94</volume>:<fpage>193</fpage>&#x2013;<lpage>203</lpage>. doi: <pub-id pub-id-type="doi">10.1002/JPER.22-0241</pub-id>, PMID: <pub-id pub-id-type="pmid">35942553</pub-id></citation></ref>
<ref id="ref19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname> <given-names>Y</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name> <name><surname>Lei</surname> <given-names>L</given-names></name> <name><surname>Chen</surname> <given-names>L</given-names></name></person-group>. <article-title>Global burden of periodontal disease and its relation with socioeconomic development during 1990&#x0026;Mdash;2019</article-title>. <source>J Zhejiang Univ (Med Sci)</source>. (<year>2021</year>) <volume>50</volume>:<fpage>545</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.3724/zdxbyxb-2021-0321</pub-id>, PMID: <pub-id pub-id-type="pmid">34986536</pub-id></citation></ref>
<ref id="ref20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cen</surname> <given-names>J</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Cheng</surname> <given-names>L</given-names></name> <name><surname>Gao</surname> <given-names>Q</given-names></name> <name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>Sun</surname> <given-names>F</given-names></name></person-group>. <article-title>Global, regional, and National Burden and trends of migraine among women of childbearing age from 1990 to 2021: insights from the global burden of disease study 2021</article-title>. <source>J Headache Pain</source>. (<year>2024</year>) <volume>25</volume>:<fpage>96</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s10194-024-01798-z</pub-id>, PMID: <pub-id pub-id-type="pmid">38844846</pub-id></citation></ref>
<ref id="ref21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X-Y</given-names></name> <name><surname>Kong</surname> <given-names>X-M</given-names></name> <name><surname>Yang</surname> <given-names>C-H</given-names></name> <name><surname>Cheng</surname> <given-names>Z-F</given-names></name> <name><surname>Lv</surname> <given-names>J-J</given-names></name> <name><surname>Guo</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Global, regional, and National Burden of ischemic stroke, 1990-2021: an analysis of data from the global burden of disease study 2021</article-title>. <source>EClinicalMedicine</source>. (<year>2024</year>) <volume>75</volume>:<fpage>102758</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eclinm.2024.102758</pub-id>, PMID: <pub-id pub-id-type="pmid">39157811</pub-id></citation></ref>
<ref id="ref22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>P</given-names></name> <name><surname>Yu</surname> <given-names>C</given-names></name> <name><surname>Yin</surname> <given-names>L</given-names></name> <name><surname>Chen</surname> <given-names>Y</given-names></name> <name><surname>Sun</surname> <given-names>Z</given-names></name> <name><surname>Zhang</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Global, regional, and National Burden of female cancers in women of child-bearing age, 1990-2021: analysis of data from the global burden of disease study 2021</article-title>. <source>EClinicalMedicine</source>. (<year>2024</year>) <volume>74</volume>:<fpage>102713</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eclinm.2024.102713</pub-id>, PMID: <pub-id pub-id-type="pmid">39050105</pub-id></citation></ref>
<ref id="ref23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sadeghi</surname> <given-names>HM</given-names></name> <name><surname>Adeli</surname> <given-names>I</given-names></name> <name><surname>Calina</surname> <given-names>D</given-names></name> <name><surname>Docea</surname> <given-names>AO</given-names></name> <name><surname>Mousavi</surname> <given-names>T</given-names></name> <name><surname>Daniali</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Polycystic ovary syndrome: a comprehensive review of pathogenesis, management, and drug repurposing</article-title>. <source>Int J Mol Sci</source>. (<year>2022</year>) <volume>23</volume>:<fpage>583</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms23020583</pub-id></citation></ref>
<ref id="ref24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Palomba</surname> <given-names>S</given-names></name> <name><surname>Seminara</surname> <given-names>G</given-names></name> <name><surname>Tomei</surname> <given-names>F</given-names></name> <name><surname>Marino</surname> <given-names>A</given-names></name> <name><surname>Morgante</surname> <given-names>G</given-names></name> <name><surname>Baldini</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Diagnosis and Management of Infertility in patients with polycystic ovary syndrome (Pcos): guidelines from the Italian Society of Human Reproduction (Siru) and the Italian centers for the study and conservation of eggs and sperm (Cecos Italy)</article-title>. <source>Reprod Biol Endocrinol</source>. (<year>2025</year>) <volume>23</volume>:<fpage>37</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12958-025-01372-5</pub-id>, PMID: <pub-id pub-id-type="pmid">40055752</pub-id></citation></ref>
<ref id="ref25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Su</surname> <given-names>P</given-names></name> <name><surname>Chen</surname> <given-names>C</given-names></name> <name><surname>Sun</surname> <given-names>Y</given-names></name></person-group>. <article-title>Physiopathology of polycystic ovary syndrome in endocrinology, metabolism and inflammation</article-title>. <source>J Ovarian Res</source>. (<year>2025</year>) <volume>18</volume>:<fpage>34</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13048-025-01621-6</pub-id>, PMID: <pub-id pub-id-type="pmid">39980043</pub-id></citation></ref>
<ref id="ref26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X</given-names></name> <name><surname>Zhao</surname> <given-names>C</given-names></name> <name><surname>Liu</surname> <given-names>M</given-names></name> <name><surname>Zhao</surname> <given-names>W</given-names></name> <name><surname>Pan</surname> <given-names>H</given-names></name> <name><surname>Wang</surname> <given-names>D</given-names></name></person-group>. <article-title>Sociodemographic index-age differences in the global prevalence of cardiovascular diseases, 1990-2019: a population-based study</article-title>. <source>Arch Public Health</source>. (<year>2025</year>) <volume>83</volume>:<fpage>2</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13690-024-01454-7</pub-id>, PMID: <pub-id pub-id-type="pmid">39780273</pub-id></citation></ref>
<ref id="ref27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fan</surname> <given-names>Z</given-names></name> <name><surname>Kang</surname> <given-names>J</given-names></name> <name><surname>Li</surname> <given-names>W</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name> <name><surname>Qiao</surname> <given-names>H</given-names></name> <name><surname>Xu</surname> <given-names>F</given-names></name></person-group>. <article-title>Trends in migraine incidence among women of childbearing age from 1990 to 2019 and the prediction for 2030: an analysis of National Data in China</article-title>. <source>J Headache Pain</source>. (<year>2023</year>) <volume>24</volume>:<fpage>158</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s10194-023-01692-0</pub-id>, PMID: <pub-id pub-id-type="pmid">38008771</pub-id></citation></ref>
<ref id="ref28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salari</surname> <given-names>N</given-names></name> <name><surname>Nankali</surname> <given-names>A</given-names></name> <name><surname>Ghanbari</surname> <given-names>A</given-names></name> <name><surname>Jafarpour</surname> <given-names>S</given-names></name> <name><surname>Ghasemi</surname> <given-names>H</given-names></name> <name><surname>Dokaneheifard</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Global prevalence of polycystic ovary syndrome in women worldwide: a comprehensive systematic review and Meta-analysis</article-title>. <source>Arch Gynecol Obstet</source>. (<year>2024</year>) <volume>310</volume>:<fpage>1303</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00404-024-07607-x</pub-id>, PMID: <pub-id pub-id-type="pmid">38922413</pub-id></citation></ref>
<ref id="ref29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choudhury</surname> <given-names>AA</given-names></name> <name><surname>Rajeswari</surname> <given-names>VD</given-names></name></person-group>. <article-title>Polycystic ovary syndrome (Pcos) increases the risk of subsequent gestational diabetes mellitus (Gdm): a novel therapeutic perspective</article-title>. <source>Life Sci</source>. (<year>2022</year>) <volume>310</volume>:<fpage>121069</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lfs.2022.121069</pub-id>, PMID: <pub-id pub-id-type="pmid">36243118</pub-id></citation></ref>
<ref id="ref30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choudhury</surname> <given-names>AA</given-names></name> <name><surname>Devi</surname> <given-names>RV</given-names></name></person-group>. <article-title>Gestational diabetes mellitus - a metabolic and reproductive disorder</article-title>. <source>Biomed pharmacotherapy = Biomedecine &#x0026; pharmacotherapie</source>. (<year>2021</year>) <volume>143</volume>:<fpage>112183</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biopha.2021.112183</pub-id></citation></ref>
<ref id="ref31"><label>31.</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>:<fpage>2841</fpage>&#x2013;<lpage>55</lpage>. doi: <pub-id pub-id-type="doi">10.1093/humrep/dew218</pub-id>, PMID: <pub-id pub-id-type="pmid">27664216</pub-id></citation></ref>
<ref id="ref32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Melin</surname> <given-names>J</given-names></name> <name><surname>Forslund</surname> <given-names>M</given-names></name> <name><surname>Alesi</surname> <given-names>S</given-names></name> <name><surname>Piltonen</surname> <given-names>T</given-names></name> <name><surname>Romualdi</surname> <given-names>D</given-names></name> <name><surname>Spritzer</surname> <given-names>PM</given-names></name> <etal/></person-group>. <article-title>Metformin and combined Oral contraceptive pills in the Management of Polycystic Ovary Syndrome: a systematic review and Meta-analysis</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2024</year>) <volume>109</volume>:<fpage>e817</fpage>&#x2013;<lpage>36</lpage>. doi: <pub-id pub-id-type="doi">10.1210/clinem/dgad465</pub-id>, PMID: <pub-id pub-id-type="pmid">37554096</pub-id></citation></ref>
<ref id="ref33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Q</given-names></name> <name><surname>Gao</surname> <given-names>J</given-names></name> <name><surname>Bai</surname> <given-names>D</given-names></name> <name><surname>Yang</surname> <given-names>Z</given-names></name> <name><surname>Liao</surname> <given-names>Q</given-names></name></person-group>. <article-title>The prevalence of polycystic ovarian syndrome in Chinese women: a Meta-analysis</article-title>. <source>Ann Palliat Med</source>. (<year>2021</year>) <volume>10</volume>:<fpage>74</fpage>&#x2013;<lpage>87</lpage>. doi: <pub-id pub-id-type="doi">10.21037/apm-20-1893</pub-id>, PMID: <pub-id pub-id-type="pmid">33545750</pub-id></citation></ref>
<ref id="ref34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>S</given-names></name> <name><surname>Pal</surname> <given-names>N</given-names></name> <name><surname>Shubham</surname> <given-names>S</given-names></name> <name><surname>Sarma</surname> <given-names>DK</given-names></name> <name><surname>Verma</surname> <given-names>V</given-names></name> <name><surname>Marotta</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Polycystic ovary syndrome: etiology, current management, and future therapeutics</article-title>. <source>J Clin Med</source>. (<year>2023</year>) <volume>12</volume>:<fpage>1454</fpage>. doi: <pub-id pub-id-type="doi">10.3390/jcm12041454</pub-id></citation></ref>
<ref id="ref35"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zeng</surname> <given-names>X</given-names></name> <name><surname>Xie</surname> <given-names>Y-J</given-names></name> <name><surname>Liu</surname> <given-names>Y-T</given-names></name> <name><surname>Long</surname> <given-names>S-L</given-names></name> <name><surname>Mo</surname> <given-names>Z-C</given-names></name></person-group>. <article-title>Polycystic ovarian syndrome: correlation between Hyperandrogenism, insulin resistance and obesity</article-title>. <source>Clin Chim Acta</source>. (<year>2020</year>) <volume>502</volume>:<fpage>214</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cca.2019.11.003</pub-id>, PMID: <pub-id pub-id-type="pmid">31733195</pub-id></citation></ref>
<ref id="ref36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodriguez Paris</surname> <given-names>V</given-names></name> <name><surname>Solon-Biet</surname> <given-names>SM</given-names></name> <name><surname>Senior</surname> <given-names>AM</given-names></name> <name><surname>Edwards</surname> <given-names>MC</given-names></name> <name><surname>Desai</surname> <given-names>R</given-names></name> <name><surname>Tedla</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Defining the impact of dietary macronutrient balance on Pcos traits</article-title>. <source>Nat Commun</source>. (<year>2020</year>) <volume>11</volume>:<fpage>5262</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-020-19003-5</pub-id>, PMID: <pub-id pub-id-type="pmid">33067453</pub-id></citation></ref>
</ref-list>
</back>
</article>