{"data":{"id":"10.5061/dryad.ttdz08m9t","type":"dois","attributes":{"doi":"10.5061/dryad.ttdz08m9t","prefix":"10.5061","suffix":"dryad.ttdz08m9t","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Pacheco-Sanchez, Gabriela","nameType":"Personal","givenName":"Gabriela","familyName":"Pacheco-Sanchez","affiliation":["University of California, Irvine"],"nameIdentifiers":[]},{"name":"Herrera, Rebecca","nameType":"Personal","givenName":"Rebecca","familyName":"Herrera","affiliation":["University of California, Irvine"],"nameIdentifiers":[]},{"name":"Pisarska, Margareta","nameType":"Personal","givenName":"Margareta","familyName":"Pisarska","affiliation":["Cedars-Sinai Medical Center"],"nameIdentifiers":[]},{"name":"Azziz, Ricardo","nameType":"Personal","givenName":"Ricardo","familyName":"Azziz","affiliation":["University of Alabama at Birmingham"],"nameIdentifiers":[]},{"name":"Nicholas, Dequina","nameType":"Personal","givenName":"Dequina","familyName":"Nicholas","affiliation":["University of California, Irvine"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-4996-2190","nameIdentifierScheme":"ORCID"}]},{"name":"Chan, Jessica","nameType":"Personal","givenName":"Jessica","familyName":"Chan","affiliation":["Cedars-Sinai Medical Center"],"nameIdentifiers":[]}],"titles":[{"title":"Multi-racial cytokine profiling reveals immune dysregulation, not chronic inflammation, in polycystic ovary syndrome"}],"publisher":"Dryad","container":{},"publicationYear":2026,"subjects":[{"subject":"FOS: Basic medicine","schemeUri":"https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf","subjectScheme":"fos"},{"subject":"FOS: Basic medicine","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Medical and health sciences","schemeUri":"https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf","subjectScheme":"fos"},{"subject":"FOS: Medical and health sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Biological sciences","schemeUri":"https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf","subjectScheme":"fos"},{"subject":"FOS: Biological sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Cytokines","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"Inflammation","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"Polycystic ovary syndrome","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"Chemokines","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"Growth factors","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"Immune dysfunction","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"race"}],"contributors":[],"dates":[{"date":"2025-08-30T02:14:04Z","dateType":"Created"},{"date":"2025-09-24T22:56:02Z","dateType":"Submitted"},{"date":"2026-01-05T00:00:00Z","dateType":"Issued"},{"date":"2026-01-05T00:00:00Z","dateType":"Available"}],"language":"en","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsCitedBy","relatedIdentifier":"10.1210/clinem/dgaf524","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":["50605 bytes"],"formats":[],"version":"3","rightsList":[{"rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This dataset contains plasma concentrations of 96 immune-related proteins\n measured using a custom Luminex xMAP assay in 40 women (20 with PCOS, 20\n controls) matched for age, BMI, and race (Black and White). The\n comprehensive panel includes: Growth Factors (12): EGF, FGF-2, FLT3L,\n G-CSF, GM-CSF, M-CSF, PDGF-AA, PDGF-AB, SCF, TGF-α, TPO, and VEGF-A\n Cytokines (35): APRIL, BAFF, IFN-α2, IFN-β, IFN-γ, IFN-ω, IL-1α, IL-1β,\n IL-1Rα, IL-2, IL-3, IL-4, IL-5, IL-6, IL-7, IL-9, IL-10, IL-11, IL-12p40,\n IL12-p70, IL-13, IL-15, IL-16, IL-17A, IL-17E, IL-17F, IL-18, IL-20,\n IL-21, IL-22, IL-23, IL-24, IL-27, IL-28A, IL-29, IL-31, IL-33, IL-34,\n IL-35, LIF, TNF-α, TNF-β, and TSLP Chemokines (41): Including 6CKINE,\n BCA1, CCL28, CTACK, CXCL16, ENA78, EOTAXIN variants, FRACTALKINE, GCP2,\n GRO-α, IP-10, MCP variants, MIP variants, RANTES, and others Other\n Immune-Related Proteins (8): CD137, CD40L, Granzyme A, Granzyme B,\n Perforin, sFAS, sFASL, and TRAIL","descriptionType":"Abstract"},{"description":"\u003cstrong\u003eStudy Participants and Cohort Design\u003c/strong\u003e\n Samples were obtained from a prospective study of over 2500 women and\n adolescents (aged ≥14 years) presenting for evaluation of androgen excess\n at reproductive endocrinology clinics. PCOS was defined using the 1990\n National Institutes of Health (NIH) criteria. For this analysis, we\n performed a cross-sectional case-control study with a subsampled cohort of\n 40 women: 20 with PCOS and 20 controls, matched for race (10 White, 10\n Black in each group), age, and BMI. Fasting blood samples were obtained\n during the follicular phase (cycle days 3-8), and plasma was separated and\n cryopreserved. \u003cstrong\u003eLuminex\n Assay\u003c/strong\u003e Plasma samples (10 μL) were analyzed using blinded\n Xmap Intelliflex Luminex assays. CRP was measured at 1:40,000 dilution,\n while 96 cytokines were measured without dilution using comprehensive\n custom immune protein panels: Human Cytokine/Chemokine/Growth Factor panel\n A (Cat# HCYTA-60K-PXBK48) and panel B (Cat# HCYTB-60K-PXBK48), and Human\n Cardiovascular Disease panel for CRP (Cat# HCVD3MAG-67K) (Millipore).\n Standard curves were generated, and concentrations interpolated using\n Belysa Immunoassay Curve Fitting software.","descriptionType":"Methods"},{"description":"# Multi-racial cytokine profiling reveals immune dysregulation, not\n chronic inflammation, in polycystic ovary syndrome Dataset DOI:\n [10.5061/dryad.ttdz08m9t](10.5061/dryad.ttdz08m9t) ## Description of the\n data and file structure **Study Participants and Cohort Design** Samples\n were obtained from a prospective study of over 2500 women and adolescents\n (aged ≥14 years) presenting for evaluation of androgen excess at\n reproductive endocrinology clinics. PCOS was defined using the 1990\n National Institutes of Health (NIH) criteria. For this analysis, we\n performed a cross-sectional case-control study with a subsampled cohort of\n 40 women: 20 with PCOS and 20 controls, matched for race (10 White, 10\n Black in each group), age, and BMI. Fasting blood samples were obtained\n during the follicular phase (cycle days 3-8), and plasma was separated and\n cryopreserved. **Luminex Assay** Plasma samples (10 μL) were analyzed\n using blinded Xmap Intelliflex Luminex assays. CRP was measured at\n 1:40,000 dilution, while 96 cytokines were measured without dilution using\n comprehensive custom immune protein panels: Human\n Cytokine/Chemokine/Growth Factor panel A (Cat# HCYTA-60K-PXBK48) and panel\n B (Cat# HCYTB-60K-PXBK48), and Human Cardiovascular Disease panel for CRP\n (Cat# HCVD3MAG-67K) (Millipore). Standard curves were generated, and\n concentrations interpolated using Belysa Immunoassay Curve Fitting\n software. ### Files and variables #### File: Supplemental_File_1.xlsx\n **Description:** Concentrations of 96 cytokines. All variable\n abbreviations and units are indicated in the key tab. Missing or\n undetectable values are indicated by \"-\". ##### Variables *\n Control/PCOS * Age * Black/White * BMI * SCD40L * EGF * EOTAXIN * FGF2 *\n FLT3L * FRACTALKINE * GCSF * GMCSF * GROA * IFNA2 * IFNY * IL1A * IL1B *\n IL1RA * IL2 * IL3 * IL4 * IL5 * IL6 * IL7 * IL8 * IL9 * IL10 * IL12P40 *\n IL12P70 * IL13 * IL15 * I17A * IL17E * IL17F * IL18 * IL22 * IL27 * IP10 *\n MCP1 * MCP3 * MCSF * MDC * MIGCXL9 * MIP1A * MIP1B * PDGFAA * PDGFAB *\n RANTES * TGFA * TNFA * TNFB * VEGFA * 6CKINE * BCA1 * SFAS * SFASL *\n SCD137 * APRIL * BAFF * IL16 * CCL28 * CTACK * CXCL16 * ENA17A * GRANZYMEA\n * EOTAXIN2 * EOTAXIN3 * IL35 * GCP2 * HNGB1 * I309 * GRANZYMEB * IFNB *\n IFNW * IL11 * IL23 * IL20 * IL24 * IL28A * IL31 * IL29 * IL33 * IL21 *\n IL34 * LIF * LIMPHOTACTIN * MCP2 * MCP4 * MIP1Y * MIP3A * ITAC * MIP3B *\n MPIF1 * SCF * CDF1 * TARC * TPO * TRAIL * TSLP * PERFORIN ## Software This\n is an .xlsx file. Read with Microsoft Excel. ## Access information N/A ##\n Human subjects data This dataset contains completely de-identified human\n subjects data that complies with Dryad's standards for public domain\n publication. The original study was conducted under institutional review\n board approval at the University of Alabama at Birmingham and Cedars-Sinai\n Medical Center between 1987 and 2010. Written informed consent was\n obtained from all participants, including explicit consent for future\n research use of biological samples and associated de-identified data. The\n dataset has been thoroughly de-identified and contains only the following\n variables: cytokine concentrations (96 analytes), self-reported race\n (White/Black), PCOS diagnosis status, BMI, and age. All direct identifiers\n have been removed, including participant codes, dates, geographic\n identifiers, and any other information that could potentially identify\n individual participants. No linking codes or keys exist that could\n re-identify participants. The de-identification process ensures compliance\n with applicable privacy regulations and ethical guidelines for human\n subjects research. The data represents aggregate measurements suitable for\n scientific analysis while protecting participant privacy. All participants\n provided informed consent for the use of their biological samples and\n associated clinical data for research purposes, including publication of\n de-identified results.","descriptionType":"TechnicalInfo"}],"geoLocations":[],"fundingReferences":[{"schemeUri":"https://ror.org","funderName":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","awardNumber":"R00 HD098330","funderIdentifier":"https://ror.org/04byxyr05","funderIdentifierType":"ROR"},{"funderName":"National Institute of Diabetes and Digestive and Kidney DiseasesU24DK132746","awardNumber":"U24DK132746"}],"xml":"<?xml version="1.0" encoding="UTF-8"?>
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  <identifier identifierType="DOI">10.5061/DRYAD.TTDZ08M9T</identifier>
  <creators>
    <creator>
      <creatorName nameType="Personal">Pacheco-Sanchez, Gabriela</creatorName>
      <affiliation affiliationIdentifier="https://ror.org/04gyf1771" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">University of California, Irvine</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Herrera, Rebecca</creatorName>
      <affiliation affiliationIdentifier="https://ror.org/04gyf1771" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">University of California, Irvine</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Pisarska, Margareta</creatorName>
      <affiliation affiliationIdentifier="https://ror.org/02pammg90" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Cedars-Sinai Medical Center</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Azziz, Ricardo</creatorName>
      <affiliation affiliationIdentifier="https://ror.org/008s83205" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">University of Alabama at Birmingham</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Nicholas, Dequina</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-4996-2190</nameIdentifier>
      <affiliation affiliationIdentifier="https://ror.org/04gyf1771" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">University of California, Irvine</affiliation>
    </creator>
    <creator>
      <creatorName nameType="Personal">Chan, Jessica</creatorName>
      <affiliation affiliationIdentifier="https://ror.org/02pammg90" affiliationIdentifierScheme="ROR" schemeURI="https://ror.org">Cedars-Sinai Medical Center</affiliation>
    </creator>
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  <titles>
    <title>
      Multi-racial cytokine profiling reveals immune dysregulation, not chronic
      inflammation, in polycystic ovary syndrome
    </title>
  </titles>
  <publisher publisherIdentifier="https://ror.org/00x6h5n95" publisherIdentifierScheme="ROR" schemeURI="https://ror.org/">Dryad</publisher>
  <resourceType resourceTypeGeneral="Dataset">dataset</resourceType>
  <publicationYear>2026</publicationYear>
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    <subject subjectScheme="fos" schemeURI="https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf">FOS: Basic medicine</subject>
    <subject subjectScheme="fos" schemeURI="https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf">FOS: Medical and health sciences</subject>
    <subject subjectScheme="fos" schemeURI="https://web-archive.oecd.org/2012-06-15/138575-38235147.pdf">FOS: Biological sciences</subject>
    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Cytokines</subject>
    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Inflammation</subject>
    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Polycystic ovary syndrome</subject>
    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Chemokines</subject>
    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Growth factors</subject>
    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Immune dysfunction</subject>
    <subject>race</subject>
  </subjects>
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    <fundingReference>
      <funderName>Eunice Kennedy Shriver National Institute of Child Health and Human Development</funderName>
      <funderIdentifier funderIdentifierType="ROR">https://ror.org/04byxyr05</funderIdentifier>
      <awardNumber>R00 HD098330</awardNumber>
      <awardTitle/>
    </fundingReference>
    <fundingReference>
      <funderName>National Institute of Diabetes and Digestive and Kidney DiseasesU24DK132746</funderName>
      <awardNumber>U24DK132746</awardNumber>
      <awardTitle/>
    </fundingReference>
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  <dates>
    <date dateType="Created">2025-08-30T02:14:04Z</date>
    <date dateType="Submitted">2025-09-24T22:56:02Z</date>
    <date dateType="Issued">2026-01-05T00:00:00Z</date>
    <date dateType="Available">2026-01-05T00:00:00Z</date>
  </dates>
  <language>en</language>
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    <rights rightsURI="https://spdx.org/licenses/CC0-1.0.html">Creative Commons Zero v1.0 Universal</rights>
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  <descriptions>
    <description descriptionType="Abstract">
      This dataset contains plasma concentrations of 96 immune-related proteins
      measured using a custom Luminex xMAP assay in 40 women (20 with PCOS, 20
      controls) matched for age, BMI, and race (Black and White). The
      comprehensive panel includes: Growth Factors (12): EGF, FGF-2, FLT3L,
      G-CSF, GM-CSF, M-CSF, PDGF-AA, PDGF-AB, SCF, TGF-α, TPO, and VEGF-A
      Cytokines (35): APRIL, BAFF, IFN-α2, IFN-β, IFN-γ, IFN-ω, IL-1α, IL-1β,
      IL-1Rα, IL-2, IL-3, IL-4, IL-5, IL-6, IL-7, IL-9, IL-10, IL-11, IL-12p40,
      IL12-p70, IL-13, IL-15, IL-16, IL-17A, IL-17E, IL-17F, IL-18, IL-20,
      IL-21, IL-22, IL-23, IL-24, IL-27, IL-28A, IL-29, IL-31, IL-33, IL-34,
      IL-35, LIF, TNF-α, TNF-β, and TSLP Chemokines (41): Including 6CKINE,
      BCA1, CCL28, CTACK, CXCL16, ENA78, EOTAXIN variants, FRACTALKINE, GCP2,
      GRO-α, IP-10, MCP variants, MIP variants, RANTES, and others Other
      Immune-Related Proteins (8): CD137, CD40L, Granzyme A, Granzyme B,
      Perforin, sFAS, sFASL, and TRAIL
    </description>
    <description descriptionType="Methods">
      &lt;p&gt;&lt;strong&gt;Study Participants and Cohort Design&lt;/strong&gt;
      Samples were obtained from a prospective study of over 2500 women and
      adolescents (aged ≥14 years) presenting for evaluation of androgen excess
      at reproductive endocrinology clinics. PCOS was defined using the 1990
      National Institutes of Health (NIH) criteria. For this analysis, we
      performed a cross-sectional case-control study with a subsampled cohort of
      40 women: 20 with PCOS and 20 controls, matched for race (10 White, 10
      Black in each group), age, and BMI. Fasting blood samples were obtained
      during the follicular phase (cycle days 3-8), and plasma was separated and
      cryopreserved.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Luminex
      Assay&lt;/strong&gt; Plasma samples (10 μL) were analyzed using blinded
      Xmap Intelliflex Luminex assays. CRP was measured at 1:40,000 dilution,
      while 96 cytokines were measured without dilution using comprehensive
      custom immune protein panels: Human Cytokine/Chemokine/Growth Factor panel
      A (Cat# HCYTA-60K-PXBK48) and panel B (Cat# HCYTB-60K-PXBK48), and Human
      Cardiovascular Disease panel for CRP (Cat# HCVD3MAG-67K) (Millipore).
      Standard curves were generated, and concentrations interpolated using
      Belysa Immunoassay Curve Fitting software.&lt;/p&gt;
    </description>
    <description descriptionType="TechnicalInfo">
      # Multi-racial cytokine profiling reveals immune dysregulation, not
      chronic inflammation, in polycystic ovary syndrome Dataset DOI:
      [10.5061/dryad.ttdz08m9t](10.5061/dryad.ttdz08m9t) ## Description of the
      data and file structure **Study Participants and Cohort Design** Samples
      were obtained from a prospective study of over 2500 women and adolescents
      (aged ≥14 years) presenting for evaluation of androgen excess at
      reproductive endocrinology clinics. PCOS was defined using the 1990
      National Institutes of Health (NIH) criteria. For this analysis, we
      performed a cross-sectional case-control study with a subsampled cohort of
      40 women: 20 with PCOS and 20 controls, matched for race (10 White, 10
      Black in each group), age, and BMI. Fasting blood samples were obtained
      during the follicular phase (cycle days 3-8), and plasma was separated and
      cryopreserved. **Luminex Assay** Plasma samples (10 μL) were analyzed
      using blinded Xmap Intelliflex Luminex assays. CRP was measured at
      1:40,000 dilution, while 96 cytokines were measured without dilution using
      comprehensive custom immune protein panels: Human
      Cytokine/Chemokine/Growth Factor panel A (Cat# HCYTA-60K-PXBK48) and panel
      B (Cat# HCYTB-60K-PXBK48), and Human Cardiovascular Disease panel for CRP
      (Cat# HCVD3MAG-67K) (Millipore). Standard curves were generated, and
      concentrations interpolated using Belysa Immunoassay Curve Fitting
      software. ### Files and variables #### File: Supplemental_File_1.xlsx
      **Description:** Concentrations of 96 cytokines. All variable
      abbreviations and units are indicated in the key tab. Missing or
      undetectable values are indicated by "-". ##### Variables *
      Control/PCOS * Age * Black/White * BMI * SCD40L * EGF * EOTAXIN * FGF2 *
      FLT3L * FRACTALKINE * GCSF * GMCSF * GROA * IFNA2 * IFNY * IL1A * IL1B *
      IL1RA * IL2 * IL3 * IL4 * IL5 * IL6 * IL7 * IL8 * IL9 * IL10 * IL12P40 *
      IL12P70 * IL13 * IL15 * I17A * IL17E * IL17F * IL18 * IL22 * IL27 * IP10 *
      MCP1 * MCP3 * MCSF * MDC * MIGCXL9 * MIP1A * MIP1B * PDGFAA * PDGFAB *
      RANTES * TGFA * TNFA * TNFB * VEGFA * 6CKINE * BCA1 * SFAS * SFASL *
      SCD137 * APRIL * BAFF * IL16 * CCL28 * CTACK * CXCL16 * ENA17A * GRANZYMEA
      * EOTAXIN2 * EOTAXIN3 * IL35 * GCP2 * HNGB1 * I309 * GRANZYMEB * IFNB *
      IFNW * IL11 * IL23 * IL20 * IL24 * IL28A * IL31 * IL29 * IL33 * IL21 *
      IL34 * LIF * LIMPHOTACTIN * MCP2 * MCP4 * MIP1Y * MIP3A * ITAC * MIP3B *
      MPIF1 * SCF * CDF1 * TARC * TPO * TRAIL * TSLP * PERFORIN ## Software This
      is an .xlsx file. Read with Microsoft Excel. ## Access information N/A ##
      Human subjects data This dataset contains completely de-identified human
      subjects data that complies with Dryad's standards for public domain
      publication. The original study was conducted under institutional review
      board approval at the University of Alabama at Birmingham and Cedars-Sinai
      Medical Center between 1987 and 2010. Written informed consent was
      obtained from all participants, including explicit consent for future
      research use of biological samples and associated de-identified data. The
      dataset has been thoroughly de-identified and contains only the following
      variables: cytokine concentrations (96 analytes), self-reported race
      (White/Black), PCOS diagnosis status, BMI, and age. All direct identifiers
      have been removed, including participant codes, dates, geographic
      identifiers, and any other information that could potentially identify
      individual participants. No linking codes or keys exist that could
      re-identify participants. The de-identification process ensures compliance
      with applicable privacy regulations and ethical guidelines for human
      subjects research. The data represents aggregate measurements suitable for
      scientific analysis while protecting participant privacy. All participants
      provided informed consent for the use of their biological samples and
      associated clinical data for research purposes, including publication of
      de-identified results.
    </description>
  </descriptions>
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