Identification of the metabolic fingerprints in women with polycystic ovary syndrome using the multiplatform metabolomics technique

被引:28
作者
Buszewska-Forajta, Magdalena [1 ]
Rachon, Dominik [2 ]
Stefaniak, Anna [1 ]
Wawrzyniak, Renata [1 ]
Konieczna, Aleksandra [2 ]
Kowalewska, Agnieszka [3 ]
Markuszewski, Michal Jan [1 ]
机构
[1] Med Univ Gdansk, Dept Biopharmaceut & Pharmacodynam, Hallera 107, PL-80416 Gdansk, Poland
[2] Med Univ Gdansk, Dept Clin & Expt Endocrinol, Debinki 7, PL-80210 Gdansk, Poland
[3] Parkowa 6, PL-81549 Gdynia, Poland
关键词
Polycystic ovary syndrome (PCOS); Metabolomics; Metabolites; Hyperandrogenism; Insulin resistance; HPLC-EST-TOF/MS; GC-EI-QqQ/MS; ENDOGENOUS REPRODUCTIVE HORMONES; MENSTRUAL-CYCLE FINDINGS; OXIDATIVE STRESS; URIC-ACID; SERUM METABOLOMICS; CHROMATOGRAPHY; INHIBITION; PATHWAYS; CRITERIA; DHEA;
D O I
10.1016/j.jsbmb.2018.10.012
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In addition to chronic anovulation and clinical signs of hyperandrogenism women with polycystic ovary syndrome (PCOS) are insulin resistant and therefore, develop central obesity with its long term consequences such as dyslipidaemia, hypertension, atherosclerosis and type 2 diabetes mellitus (T2DM), which all lead to the development of cardiovascular disease (CVD). Due to the polysymptomatic nature of this syndrome and lack of consensus on its diagnostic criteria there is a strong need of finding a reliable biochemical or molecular marker, which would facilitate making the accurate diagnosis of PCOS. Therefore, the aim of our study was to perform a metabolomics analysis with the use of two complementary techniques: gas chromatography and liquid chromatography coupled with mass spectrometry, of the serum samples from women with PCOS (n = 30) and to compare them with healthy age and BMI matched controls (n = 30). Obtained results were subjected to one-dimensional statistical analysis (student's t-test or its non-parametric equivalent U Mann-Whitney test) and multivariate statistical analysis (the principal component analysis [PCA], variable importance into projection [VIP] and selectivity ratio [SR]). The results of our study showed that women with PCOS are characterised by metabolic disorders of the amino acids, carbohydrates, steroid hormones, lipids and purines. Compared to control subjects, women with PCOS had increased serum levels of phospholipids, aromatic amino acids, organic acids, hormones and sphinganine and decreased total cholesterol. Among the identified compounds, total cholesterol, phenylalanine and dehydroepiandrosterone sulfate, uric and lactic acid were the compounds with the strongest discriminating power.
引用
收藏
页码:176 / 184
页数:9
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共 34 条
  • [11] Serum metabolomics study of polycystic ovary syndrome based on UPLC-QTOF-MS coupled with a pattern recognition approach
    Dong, Fang
    Deng, Dan
    Chen, Heng
    Cheng, Wei
    Li, Qifu
    Luo, Rong
    Ding, Shijia
    [J]. ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2015, 407 (16) : 4683 - 4695
  • [12] Metabolomics Approach in the Investigation of Metabolic Changes in Obese Men after 24 Weeks of Combined Training
    Duft, Renata G.
    Castro, Alex
    Bonfante, Ivan L. P.
    Brunelli, Diego T.
    Chacon-Mikahil, Mara P. T.
    Cavaglieri, Claudia R.
    [J]. JOURNAL OF PROTEOME RESEARCH, 2017, 16 (06) : 2151 - 2159
  • [13] Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry
    Dunn, Warwick B.
    Broadhurst, David
    Begley, Paul
    Zelena, Eva
    Francis-McIntyre, Sue
    Anderson, Nadine
    Brown, Marie
    Knowles, Joshau D.
    Halsall, Antony
    Haselden, John N.
    Nicholls, Andrew W.
    Wilson, Ian D.
    Kell, Douglas B.
    Goodacre, Royston
    [J]. NATURE PROTOCOLS, 2011, 6 (07) : 1060 - 1083
  • [14] Metabolic Heterogeneity in Polycystic Ovary Syndrome Is Determined by Obesity: Plasma Metabolomic Approach Using GC-MS
    Escobar-Morreale, Hector F.
    Samino, Sara
    Insenser, Maria
    Vinaixa, Maria
    Luque-Ramirez, Manuel
    Lasuncion, Miguel A.
    Correig, Xavier
    [J]. CLINICAL CHEMISTRY, 2012, 58 (06) : 999 - 1009
  • [15] Metabolomics - the link between genotypes and phenotypes
    Fiehn, O
    [J]. PLANT MOLECULAR BIOLOGY, 2002, 48 (1-2) : 155 - 171
  • [16] DHEA, DHEAS and PCOS
    Goodarzi, Mark O.
    Carmina, Enrico
    Azziz, Ricardo
    [J]. JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY, 2015, 145 : 213 - 225
  • [17] Lipidomic analysis of plasma samples from women with polycystic ovary syndrome
    Haoula, Zeina
    Ravipati, Srinivasarao
    Stekel, Dov J.
    Ortori, Catharine A.
    Hodgman, Charlie
    Daykin, Clare
    Raine-Fenning, Nick
    Barrett, David A.
    Atiomo, William
    [J]. METABOLOMICS, 2015, 11 (03) : 657 - 666
  • [18] Proteomic and metabolomic approaches to the study of polycystic ovary syndrome
    Insenser, Maria
    Montes-Nieto, Rafael
    Murri, Mora
    Escobar-Morreale, Hector F.
    [J]. MOLECULAR AND CELLULAR ENDOCRINOLOGY, 2013, 370 (1-2) : 65 - 77
  • [19] DHEA-Mediated Inhibition of the Pentose Phosphate Pathway Alters Oocyte Lipid Metabolism in Mice
    Jimenez, Patricia T.
    Frolova, Antonina I.
    Chi, Maggie M.
    Grindler, Natalia M.
    Willcockson, Alexandra R.
    Reynolds, Kasey A.
    Zhao, Quihong
    Moley, Kelle H.
    [J]. ENDOCRINOLOGY, 2013, 154 (12) : 4835 - 4844
  • [20] Metabolomics: beyond biomarkers and towards mechanisms
    Johnson, Caroline H.
    Ivanisevic, Julijana
    Siuzdak, Gary
    [J]. NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2016, 17 (07) : 451 - 459