Metabolomic biomarkers in women with polycystic ovary syndrome: a pilot study

被引:46
作者
Atiomo, W. [1 ]
Daykin, C. A. [2 ]
机构
[1] Univ Nottingham, Sch Clin Sci, Dept Obstet & Gynaecol, Queens Med Ctr, Nottingham NG7 2UH, England
[2] Univ Nottingham, Sch Pharm, Nottingham NG7 2RD, England
关键词
metabolomics; metabonomics; ovary; PCOS; polycystic; PROTEOMIC ANALYSIS; POSTMENOPAUSAL WOMEN; ASSOCIATION; GENES; SPECTROSCOPY; PREVALENCE; DIAGNOSIS; RISK;
D O I
10.1093/molehr/gas029
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 (H-1 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, osupervised' 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 (CH2CH2CC) with significant decreases noted in the levels of citrulline, lipid (CH2CH2CC), 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.
引用
收藏
页码:546 / 553
页数:8
相关论文
共 31 条
[11]   Revised 2003 consensus on diagnostic criteria and long-term health risks related to polycystic ovary syndrome (PCOS) [J].
Fauser, BCJM ;
Chang, J ;
Azziz, R ;
Legro, R ;
Dewailly, D ;
Franks, S ;
Tarlatzis, BC ;
Fauser, B ;
Balen, A ;
Bouchard, P ;
Dahlgren, E ;
Devoto, L ;
Diamanti, E ;
Dunaif, A ;
Filicori, M ;
Homburg, R ;
Ibanez, L ;
Laven, J ;
Magoffin, D ;
Nestler, J ;
Norman, RJ ;
Pasquali, R ;
Pugeat, M ;
Strauss, J ;
Tan, S ;
Taylor, A ;
Wild, R ;
Wild, S ;
Ehrmann, D ;
Lobo, R .
HUMAN REPRODUCTION, 2004, 19 (01) :41-47
[12]   Plasma Metabolomic Profiles Reflective of Glucose Homeostasis in Non-Diabetic and Type 2 Diabetic Obese African-American Women [J].
Fiehn, Oliver ;
Garvey, W. Timothy ;
Newman, John W. ;
Lok, Kerry H. ;
Hoppel, Charles L. ;
Adams, Sean H. .
PLOS ONE, 2010, 5 (12) :1-10
[13]   STUDIES IN KETOSIS OF FASTING [J].
FOSTER, DW .
JOURNAL OF CLINICAL INVESTIGATION, 1967, 46 (08) :1283-+
[14]  
Glueck JC, 2009, METAB CLIN EXP, V58, P714
[15]   Looking for polycystic ovary syndrome genes: Rational and best strategy [J].
Goodarzi, Mark O. .
SEMINARS IN REPRODUCTIVE MEDICINE, 2008, 26 (01) :5-13
[16]   Genomic and post-genomic approaches to polycystic ovary syndrome - progress so far: Mini Review [J].
Hughes, Catherine ;
Elgasim, Mustafa ;
Layfield, Robert ;
Atiomo, William .
HUMAN REPRODUCTION, 2006, 21 (11) :2766-2775
[17]   Proteomic Analysis of Plasma in the Polycystic Ovary Syndrome Identifies Novel Markers Involved in Iron Metabolism, Acute-Phase Response, and Inflammation [J].
Insenser, Maria ;
Angeles Martinez-Garcia, M. ;
Montes, Rafael ;
San-Millan, Jose L. ;
Escobar-Morreale, Hector F. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2010, 95 (08) :3863-3870
[18]  
KAFKEWITZ D, 1983, AM J CLIN NUTR, V37, P1025
[19]   Searching for polycystic ovary syndrome in postmenopausal women:: evidence of a dose-effect association with prevalent cardiovascular disease [J].
Krentz, Andrew J. ;
von Muehlen, Denise ;
Barrett-Connor, Elizabeth .
MENOPAUSE-THE JOURNAL OF THE NORTH AMERICAN MENOPAUSE SOCIETY, 2007, 14 (02) :284-292
[20]   Genomic variants in polycystic ovary syndrome [J].
Luque-Ramírez, M ;
Millán, JLS ;
Escobar-Morreale, HF .
CLINICA CHIMICA ACTA, 2006, 366 (1-2) :14-26