Serum Metabolomics Study of Polycystic Ovary Syndrome Based on Liquid Chromatography-Mass Spectrometry

被引:87
作者
Zhao, Xinjie [1 ]
Xu, Fang [2 ]
Qi, Bing [3 ]
Hao, Songli [2 ]
Li, Yanjie [1 ]
Li, Yan [2 ]
Zou, Lihong [4 ]
Lu, Caixia [2 ]
Xu, Guowang [1 ]
Hou, Lihui [2 ]
机构
[1] Chinese Acad Sci, Dalian Inst Chem Phys, Key Lab Separat Sci Analyt Chem, Dalian 116023, Peoples R China
[2] Heilongjiang Univ Chinese Med, Affiliated Hosp 1, Gynaecol Clin, Harbin 150040, Peoples R China
[3] Beijing Univ Chinese Med, Subsidiary Dongfang Hosp, Beijing 100078, Peoples R China
[4] Med Univ, Affiliated Hosp 1, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Metabolomics; LC-MS; polycystic ovary syndrome; biomarkers; STEAROYL-COA DESATURASE; GLYCATION END-PRODUCTS; FREE FATTY-ACIDS; DEHYDROEPIANDROSTERONE-SULFATE; INSULIN-RESISTANCE; OXIDATIVE STRESS; CANCER-RISK; WOMEN; PLASMA; ASSOCIATION;
D O I
10.1021/pr401130w
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Polycystic ovary syndrome (PCOS) is a complex, heterogeneous disorder, which produces in 5-10% reproductive age women. In this study, a nontargeted metabolomics approach based on ultra high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry is used to investigate serum metabolic characteristics of PCOS. PCOS women and healthy control can be clustered into two distinct groups based on multivariate statistical analysis. Significant increase in the levels of unsaturated free fatty acids, fatty acid amides, sulfated steroids, glycated amino acid and the decrease in levels of lysophosphatidylcholines, lysophosphatidylethanolamines, etc., were found. These metabolites showed abnormalities of lipid- and androgen-metabolism, increase of stearoyl-CoA desaturase (SCD) activity and accumulation of advanced glycation end-products in PCOS patients. On the basis of the binary logistic regression model, free fatty acid (FFA) 18:1/FFA 18:0, FFA 20:3, dihydrotestosterone sulfate, glycated phenylalanine, and uridine were combined as a diagnostic biomarker. The area under the curve (AUC) of combinational biomarker was 0.839 in 131 discovery phase samples and 0.874 in 109 validation phase samples. The findings of our study offer a new insight to understand the pathogenesis mechanism, and the discriminating metabolites may provide a prospect for PCOS diagnosis.
引用
收藏
页码:1101 / 1111
页数:11
相关论文
共 65 条
[1]   Metabolomic biomarkers in women with polycystic ovary syndrome: a pilot study [J].
Atiomo, W. ;
Daykin, C. A. .
MOLECULAR HUMAN REPRODUCTION, 2012, 18 (11) :546-553
[2]   Relationship between stearoyl-CoA desaturase activity and plasma triglycerides in human and mouse hypertriglyceridemia [J].
Attie, AD ;
Krauss, RM ;
Gray-Keller, MP ;
Brownlie, A ;
Miyazaki, M ;
Kastelein, JJ ;
Lusis, AJ ;
Stalenhoef, AFH ;
Stoehr, JP ;
Hayden, MR ;
Ntambi, JM .
JOURNAL OF LIPID RESEARCH, 2002, 43 (11) :1899-1907
[3]   The prevalence and features of the polycystic ovary syndrome in an unselected population [J].
Azziz, R ;
Woods, KS ;
Reyna, R ;
Key, TJ ;
Knochenhauer, ES ;
Yildiz, BO .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2004, 89 (06) :2745-2749
[4]   Polycystic ovary syndrome and cancer [J].
Balen, A .
HUMAN REPRODUCTION UPDATE, 2001, 7 (06) :522-525
[5]   Plasma Lysophosphatidylcholine Levels Are Reduced in Obesity and Type 2 Diabetes [J].
Barber, Melissa N. ;
Risis, Steve ;
Yang, Christine ;
Meikle, Peter J. ;
Staples, Margaret ;
Febbraio, Mark A. ;
Bruce, Clinton R. .
PLOS ONE, 2012, 7 (07)
[6]   Large-scale human metabolomics studies: A strategy for data (pre-) processing and validation [J].
Bijlsma, S ;
Bobeldijk, L ;
Verheij, ER ;
Ramaker, R ;
Kochhar, S ;
Macdonald, IA ;
van Ommen, B ;
Smilde, AK .
ANALYTICAL CHEMISTRY, 2006, 78 (02) :567-574
[7]   Dehydroepiandrosterone sulfate and insulin resistance in patients with polycystic ovary syndrome [J].
Brennan, Kathleen ;
Huang, Andy ;
Azziz, Ricardo .
FERTILITY AND STERILITY, 2009, 91 (05) :1848-1852
[8]  
Brindle JT, 2002, NAT MED, V8, P1439, DOI 10.1038/nm802
[9]   Combined Therapy of Dietary Fish Oil and Stearoyl-CoA Desaturase 1 Inhibition Prevents the Metabolic Syndrome and Atherosclerosis [J].
Brown, J. Mark ;
Chung, Soonkyu ;
Sawyer, Janet K. ;
Degirolamo, Chiara ;
Alger, Heather M. ;
Nguyen, Tam M. ;
Zhu, Xuewei ;
Duong, My-Ngan ;
Brown, Amanda L. ;
Lord, Caleb ;
Shah, Ramesh ;
Davis, Matthew A. ;
Kelley, Kathryn ;
Wilson, Martha D. ;
Madenspacher, Jennifer ;
Fessler, Michael B. ;
Parks, John S. ;
Rudel, Lawrence L. .
ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2010, 30 (01) :24-U63
[10]   Environmental and genetic factors influence age at menarche in women with polycystic ovary syndrome [J].
Carroll, Jessica ;
Saxena, Richa ;
Welt, Corrine K. .
JOURNAL OF PEDIATRIC ENDOCRINOLOGY & METABOLISM, 2012, 25 (5-6) :459-466