Characterization of distinct polycystic ovary syndrome subtypes by cluster and principal component analyses

Polycystic ovary syndrome (PCOS) is a common, but clinically heterogeneous, condition. This study explores PCOS subtypes using two orthogonal statistical analyses of biochemical and anthropometric data. Unsupervised hierarchical cluster analysis and principal component analysis (PCA) of hormonal and...

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Bibliographic Details
Published in:	Frontiers in endocrinology (Lausanne) Vol. 16; p. 1572427
Main Authors:	Burns, Kharis A., Stuckey, Alexander W., Wilson, Scott G., Watts, Gerald F., Stuckey, Bronwyn G. A.
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 2025
Subjects:	Adult Androgens - blood Blood Glucose - metabolism Blood Pressure Body Mass Index Cluster Analysis Female Humans Insulin Resistance Lipids - blood metabolic PCOS subtypes polycystic ovary syndrome Polycystic Ovary Syndrome - blood Polycystic Ovary Syndrome - classification Polycystic Ovary Syndrome - diagnosis Principal Component Analysis Young Adult PCOS subtypes body mass index cluster analysis insulin resistance principal component analysis metabolic polycystic ovary syndrome
ISSN:	1664-2392, 1664-2392
Online Access:	Get full text
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