Discriminatory Value of Steroid Hormones on Polycystic Ovary Syndrome and Clustering of Hyperandrogenism and Metabolic Factors
We determined (1) if 11-oxygenated androgens better identify polycystic ovary syndrome (PCOS) diagnosis in women with obesity compared to total or free testosterone (T) and free androgen index; (2) how biochemical hyperandrogenism and metabolic factors cluster in a cohort of women with infertility a...
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Veröffentlicht in: | Endocrine practice 2024-04, Vol.30 (4), p.348-355 |
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creator | Wang, Zheng Van Faassen, Martijn Groen, Henk Cantineau, Astrid E.P. Van Oers, Anne Van der Veen, Anna Hawley, James M. Keevil, Brian G. Kema, Ido P. Hoek, Annemieke |
description | We determined (1) if 11-oxygenated androgens better identify polycystic ovary syndrome (PCOS) diagnosis in women with obesity compared to total or free testosterone (T) and free androgen index; (2) how biochemical hyperandrogenism and metabolic factors cluster in a cohort of women with infertility and obesity.
Women with obesity and PCOS comprised the study group (N = 132). Ovulatory women with obesity and idiopathic, tubal or male factor infertility were the control group (N = 83). Steroid hormones were measured by means of liquid chromatography tandem mass spectrometry. Receiver operating characteristic curves and principal component analysis were used.
Women with obesity and PCOS had higher 11-ketotestosterone (11 KT) (1.22 nmol/L [0.84; 1.65] vs 1.05 [0.78; 1.35], P = .04) compared to controls, but not 11β-hydroxyandrostenedione 4.30 [2.87; 5.92] vs 4.06 [3.22; 5.73], P = .44). 11-ketotestosterone (area under the curve: 0.59) did not better discriminate PCOS in women with obesity compared to: total T (0.84), free T (0.91), and free androgen index (0.85). We identified 4 principal components (PCs) in the PCOS group (72.1% explained variance): (1) insulin resistance status; (2) blood pressure; (3) obesity; (4) androgen status and 4 PCs in the control group (68.7% explained variance) with variables representing metabolism being dispersed in component 2, 3, and 4.
Eleven-oxygenated androgens do not aid in the diagnosis of PCOS in women with obesity. Insulin resistance is the strongest PC in the PCOS group. There is no major dominant characteristic that defines obese non-PCOS women. |
doi_str_mv | 10.1016/j.eprac.2024.01.007 |
format | Article |
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Women with obesity and PCOS comprised the study group (N = 132). Ovulatory women with obesity and idiopathic, tubal or male factor infertility were the control group (N = 83). Steroid hormones were measured by means of liquid chromatography tandem mass spectrometry. Receiver operating characteristic curves and principal component analysis were used.
Women with obesity and PCOS had higher 11-ketotestosterone (11 KT) (1.22 nmol/L [0.84; 1.65] vs 1.05 [0.78; 1.35], P = .04) compared to controls, but not 11β-hydroxyandrostenedione 4.30 [2.87; 5.92] vs 4.06 [3.22; 5.73], P = .44). 11-ketotestosterone (area under the curve: 0.59) did not better discriminate PCOS in women with obesity compared to: total T (0.84), free T (0.91), and free androgen index (0.85). We identified 4 principal components (PCs) in the PCOS group (72.1% explained variance): (1) insulin resistance status; (2) blood pressure; (3) obesity; (4) androgen status and 4 PCs in the control group (68.7% explained variance) with variables representing metabolism being dispersed in component 2, 3, and 4.
Eleven-oxygenated androgens do not aid in the diagnosis of PCOS in women with obesity. Insulin resistance is the strongest PC in the PCOS group. There is no major dominant characteristic that defines obese non-PCOS women.</description><identifier>ISSN: 1530-891X</identifier><identifier>EISSN: 1934-2403</identifier><identifier>DOI: 10.1016/j.eprac.2024.01.007</identifier><identifier>PMID: 38244859</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Androgens ; Cluster Analysis ; Female ; Humans ; Hyperandrogenism - diagnosis ; Hyperandrogenism - metabolism ; Infertility ; Insulin Resistance ; Male ; obesity ; Obesity - complications ; Obesity - metabolism ; PCA ; PCOS ; Polycystic Ovary Syndrome - complications ; ROC ; steroid hormones ; Testosterone</subject><ispartof>Endocrine practice, 2024-04, Vol.30 (4), p.348-355</ispartof><rights>2024 AACE</rights><rights>Copyright © 2024 AACE. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c354t-2a5569799d69080a53be2703bf884e87ab64e345e16e78dc3e4976d9b118c0873</cites><orcidid>0000-0002-6629-318X ; 0000-0003-4441-7142 ; 0000-0002-9142-6263</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,778,782,27911,27912</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38244859$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Zheng</creatorcontrib><creatorcontrib>Van Faassen, Martijn</creatorcontrib><creatorcontrib>Groen, Henk</creatorcontrib><creatorcontrib>Cantineau, Astrid E.P.</creatorcontrib><creatorcontrib>Van Oers, Anne</creatorcontrib><creatorcontrib>Van der Veen, Anna</creatorcontrib><creatorcontrib>Hawley, James M.</creatorcontrib><creatorcontrib>Keevil, Brian G.</creatorcontrib><creatorcontrib>Kema, Ido P.</creatorcontrib><creatorcontrib>Hoek, Annemieke</creatorcontrib><title>Discriminatory Value of Steroid Hormones on Polycystic Ovary Syndrome and Clustering of Hyperandrogenism and Metabolic Factors</title><title>Endocrine practice</title><addtitle>Endocr Pract</addtitle><description>We determined (1) if 11-oxygenated androgens better identify polycystic ovary syndrome (PCOS) diagnosis in women with obesity compared to total or free testosterone (T) and free androgen index; (2) how biochemical hyperandrogenism and metabolic factors cluster in a cohort of women with infertility and obesity.
Women with obesity and PCOS comprised the study group (N = 132). Ovulatory women with obesity and idiopathic, tubal or male factor infertility were the control group (N = 83). Steroid hormones were measured by means of liquid chromatography tandem mass spectrometry. Receiver operating characteristic curves and principal component analysis were used.
Women with obesity and PCOS had higher 11-ketotestosterone (11 KT) (1.22 nmol/L [0.84; 1.65] vs 1.05 [0.78; 1.35], P = .04) compared to controls, but not 11β-hydroxyandrostenedione 4.30 [2.87; 5.92] vs 4.06 [3.22; 5.73], P = .44). 11-ketotestosterone (area under the curve: 0.59) did not better discriminate PCOS in women with obesity compared to: total T (0.84), free T (0.91), and free androgen index (0.85). We identified 4 principal components (PCs) in the PCOS group (72.1% explained variance): (1) insulin resistance status; (2) blood pressure; (3) obesity; (4) androgen status and 4 PCs in the control group (68.7% explained variance) with variables representing metabolism being dispersed in component 2, 3, and 4.
Eleven-oxygenated androgens do not aid in the diagnosis of PCOS in women with obesity. Insulin resistance is the strongest PC in the PCOS group. There is no major dominant characteristic that defines obese non-PCOS women.</description><subject>Androgens</subject><subject>Cluster Analysis</subject><subject>Female</subject><subject>Humans</subject><subject>Hyperandrogenism - diagnosis</subject><subject>Hyperandrogenism - metabolism</subject><subject>Infertility</subject><subject>Insulin Resistance</subject><subject>Male</subject><subject>obesity</subject><subject>Obesity - complications</subject><subject>Obesity - metabolism</subject><subject>PCA</subject><subject>PCOS</subject><subject>Polycystic Ovary Syndrome - complications</subject><subject>ROC</subject><subject>steroid hormones</subject><subject>Testosterone</subject><issn>1530-891X</issn><issn>1934-2403</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kE9rFDEchoMotlY_gSA5epkxf2eSgwfZWleoVKiKt5BJfluyzCRrMlOYi5_dbLd69JRAnjcv74PQa0paSmj3bt_CIVvXMsJES2hLSP8EnVPNRcME4U_rXXLSKE1_nqEXpewJYURT9RydccWEUFKfo9-XobgcphDtnPKKf9hxAZx2-HaGnILH25SnFKHgFPHXNK5uLXNw-ObeVvp2jT6nCbCNHm_GpdRQiHfH_HY9QLbH5zuIoUwPyBeY7ZDGmr-yrvaVl-jZzo4FXj2eF-j71cdvm21zffPp8-bDdeO4FHPDrJSd7rX2nSaKWMkHYD3hw04pAaq3QyeACwm0g155x0HovvN6oFQ5onp-gd6e_j3k9GuBMpup7oZxtBHSUgzTTBIuKaUV5SfU5VRKhp05VD91raHEHMWbvXkQb47iDaGmiq-pN48FyzCB_5f5a7oC708A1Jn3AbIpLkB04EMGNxufwn8L_gA0eJbQ</recordid><startdate>202404</startdate><enddate>202404</enddate><creator>Wang, Zheng</creator><creator>Van Faassen, Martijn</creator><creator>Groen, Henk</creator><creator>Cantineau, Astrid E.P.</creator><creator>Van Oers, Anne</creator><creator>Van der Veen, Anna</creator><creator>Hawley, James M.</creator><creator>Keevil, Brian G.</creator><creator>Kema, Ido P.</creator><creator>Hoek, Annemieke</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-6629-318X</orcidid><orcidid>https://orcid.org/0000-0003-4441-7142</orcidid><orcidid>https://orcid.org/0000-0002-9142-6263</orcidid></search><sort><creationdate>202404</creationdate><title>Discriminatory Value of Steroid Hormones on Polycystic Ovary Syndrome and Clustering of Hyperandrogenism and Metabolic Factors</title><author>Wang, Zheng ; Van Faassen, Martijn ; Groen, Henk ; Cantineau, Astrid E.P. ; Van Oers, Anne ; Van der Veen, Anna ; Hawley, James M. ; Keevil, Brian G. ; Kema, Ido P. ; Hoek, Annemieke</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c354t-2a5569799d69080a53be2703bf884e87ab64e345e16e78dc3e4976d9b118c0873</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Androgens</topic><topic>Cluster Analysis</topic><topic>Female</topic><topic>Humans</topic><topic>Hyperandrogenism - diagnosis</topic><topic>Hyperandrogenism - metabolism</topic><topic>Infertility</topic><topic>Insulin Resistance</topic><topic>Male</topic><topic>obesity</topic><topic>Obesity - complications</topic><topic>Obesity - metabolism</topic><topic>PCA</topic><topic>PCOS</topic><topic>Polycystic Ovary Syndrome - complications</topic><topic>ROC</topic><topic>steroid hormones</topic><topic>Testosterone</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Zheng</creatorcontrib><creatorcontrib>Van Faassen, Martijn</creatorcontrib><creatorcontrib>Groen, Henk</creatorcontrib><creatorcontrib>Cantineau, Astrid E.P.</creatorcontrib><creatorcontrib>Van Oers, Anne</creatorcontrib><creatorcontrib>Van der Veen, Anna</creatorcontrib><creatorcontrib>Hawley, James M.</creatorcontrib><creatorcontrib>Keevil, Brian G.</creatorcontrib><creatorcontrib>Kema, Ido P.</creatorcontrib><creatorcontrib>Hoek, Annemieke</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Endocrine practice</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Zheng</au><au>Van Faassen, Martijn</au><au>Groen, Henk</au><au>Cantineau, Astrid E.P.</au><au>Van Oers, Anne</au><au>Van der Veen, Anna</au><au>Hawley, James M.</au><au>Keevil, Brian G.</au><au>Kema, Ido P.</au><au>Hoek, Annemieke</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Discriminatory Value of Steroid Hormones on Polycystic Ovary Syndrome and Clustering of Hyperandrogenism and Metabolic Factors</atitle><jtitle>Endocrine practice</jtitle><addtitle>Endocr Pract</addtitle><date>2024-04</date><risdate>2024</risdate><volume>30</volume><issue>4</issue><spage>348</spage><epage>355</epage><pages>348-355</pages><issn>1530-891X</issn><eissn>1934-2403</eissn><abstract>We determined (1) if 11-oxygenated androgens better identify polycystic ovary syndrome (PCOS) diagnosis in women with obesity compared to total or free testosterone (T) and free androgen index; (2) how biochemical hyperandrogenism and metabolic factors cluster in a cohort of women with infertility and obesity.
Women with obesity and PCOS comprised the study group (N = 132). Ovulatory women with obesity and idiopathic, tubal or male factor infertility were the control group (N = 83). Steroid hormones were measured by means of liquid chromatography tandem mass spectrometry. Receiver operating characteristic curves and principal component analysis were used.
Women with obesity and PCOS had higher 11-ketotestosterone (11 KT) (1.22 nmol/L [0.84; 1.65] vs 1.05 [0.78; 1.35], P = .04) compared to controls, but not 11β-hydroxyandrostenedione 4.30 [2.87; 5.92] vs 4.06 [3.22; 5.73], P = .44). 11-ketotestosterone (area under the curve: 0.59) did not better discriminate PCOS in women with obesity compared to: total T (0.84), free T (0.91), and free androgen index (0.85). We identified 4 principal components (PCs) in the PCOS group (72.1% explained variance): (1) insulin resistance status; (2) blood pressure; (3) obesity; (4) androgen status and 4 PCs in the control group (68.7% explained variance) with variables representing metabolism being dispersed in component 2, 3, and 4.
Eleven-oxygenated androgens do not aid in the diagnosis of PCOS in women with obesity. Insulin resistance is the strongest PC in the PCOS group. There is no major dominant characteristic that defines obese non-PCOS women.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>38244859</pmid><doi>10.1016/j.eprac.2024.01.007</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-6629-318X</orcidid><orcidid>https://orcid.org/0000-0003-4441-7142</orcidid><orcidid>https://orcid.org/0000-0002-9142-6263</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Androgens Cluster Analysis Female Humans Hyperandrogenism - diagnosis Hyperandrogenism - metabolism Infertility Insulin Resistance Male obesity Obesity - complications Obesity - metabolism PCA PCOS Polycystic Ovary Syndrome - complications ROC steroid hormones Testosterone |
title | Discriminatory Value of Steroid Hormones on Polycystic Ovary Syndrome and Clustering of Hyperandrogenism and Metabolic Factors |
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