Metabolomic biomarkers in women with polycystic ovary syndrome: a pilot study
Authors:
- 18 July 2012
- journal article
- Published by Oxford University Press (OUP) in Molecular Human Reproduction
- Vol. 18 (11) , 546-553
Abstract
The aim of this study was to investigate whether women with polycystic ovary syndrome (PCOS) had a unique metabolomic profile that was different from controls and to assess the feasibility of a definitive study. Twelve women with PCOS and 10 healthy women as controls had measurements of demographic and anthropometric data, venepunctures and assays on plasma samples for metabolomic profiles using hydrogen-1, nuclear magnetic resonance (1H NMR) spectroscopy. There did not appear to be any clear differences between the metabolomic profiles of women with PCOS compared with controls when the NMR spectra were visually inspected and initial principal component analysis showed only a subtle differentiation between the two groups which was spread over three principal components. However, ‘supervised’ data analysis in the form of partial least-squares discriminant analysis (PLS-DA) and non-parametric univariate analysis allowed a stable PLS-DA model to be built, which appeared to differentiate between the two groups in a robust manner. Peak assignments for those spectral regions which appeared to differentiate between control and PCOS were consistent with amino acids (arginine, lysine, proline, glutamate and histidine), organic acids (citrate) and potentially lipids (CH2–CH2–C=C) with significant decreases noted in the levels of citrulline, lipid (CH2–CH2–C=C), arginine, lysine, ornithine, proline, glutamate, acetone, citrate and histidine in PCOS compared with controls. Women with PCOS may have a unique metabolomic finger print and a definitive study is feasible. These findings may enable sample size calculations for confirmatory studies and stimulate further research using metabolomics to improve the understanding and management of PCOS.Keywords
This publication has 30 references indexed in Scilit:
- Data handling for interactive metabolomics: tools for studying the dynamics of metabolome-macromolecule interactionsMetabolomics, 2011
- Genome-wide association study identifies susceptibility loci for polycystic ovary syndrome on chromosome 2p16.3, 2p21 and 9q33.3Nature Genetics, 2010
- Plasma Metabolomic Profiles Reflective of Glucose Homeostasis in Non-Diabetic and Type 2 Diabetic Obese African-American WomenPLOS ONE, 2010
- Coronary heart disease risk factors in adult premenopausal white women with polycystic ovary syndrome compared with a healthy female populationMetabolism, 2009
- Proteomic biomarkers for the diagnosis and risk stratification of polycystic ovary syndrome: a systematic reviewBJOG: An International Journal of Obstetrics & Gynaecology, 2008
- Proteomic analysis of human omental adipose tissue in the polycystic ovary syndrome using two-dimensional difference gel electrophoresis and mass spectrometryHuman Reproduction, 2008
- Prevalence and Characteristics of the Metabolic Syndrome in Women with Polycystic Ovary SyndromeThe Journal of Clinical Endocrinology & Metabolism, 2005
- The Prevalence and Features of the Polycystic Ovary Syndrome in an Unselected PopulationThe Journal of Clinical Endocrinology & Metabolism, 2004
- 1H NMR spectroscopy of human blood plasmaProgress in Nuclear Magnetic Resonance Spectroscopy, 1995
- Studies in the Ketosis of Fasting*Journal of Clinical Investigation, 1967