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
Hauptverfasser: 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
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container_end_page 355
container_issue 4
container_start_page 348
container_title Endocrine practice
container_volume 30
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
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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. 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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. 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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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