Metabolomic profiling in follicular fluid of patients with infertility-related deep endometriosis

被引:8
|
作者
Cordeiro, Fernanda Bertuccez [1 ]
Cataldi, Thais Regiani [2 ]
Teixeira da Costa, Livia do Vale [1 ]
de Souza, Beatriz Zappellini [1 ]
Montani, Daniela Antunes [1 ]
Fraietta, Renato [1 ]
Labate, Carlos Alberto [2 ]
Cedenho, Agnaldo Pereira [1 ]
Lo Turco, Edson Guimaraes [1 ]
机构
[1] Sao Paulo Fed Univ, Dept Surg, Human Reprod Sect, Div Urol, Sao Paulo, Brazil
[2] Univ Sao Paulo, Dept Genet, Escola Super Agr Luiz de Queiros, Piracicaba, Brazil
关键词
Endometriosis; Follicular fluid; Metabolomics; Liquid chromatography mass spectrometry; Biomarkers; IN-VITRO FERTILIZATION; GRANULOSA-LUTEIN CELLS; L-CARNITINE; POTENTIAL BIOMARKERS; PERITONEAL-FLUID; WOMEN; PHOSPHATIDYLCHOLINES; SPHINGOMYELINS; EXPRESSION; DIAGNOSIS;
D O I
10.1007/s11306-017-1262-3
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction Endometriosis is an estrogen-dependent gynecological disease that causes infertility, and potential metabolomic biomarkers related to ovarian endometriosis and poor outcomes after assisted reproductive treatments are still lacking. Objectives The present study analyzed the metabolomic profiling of follicular fluid samples from 40 patients undergoing in vitro fertilization. Methods The follicular fluid samples were classified as controls (n = 22) and endometriosis patients (n = 18). The samples were submitted to Bligh and Dyer protocol followed by metabolomics analysis by ultra-performance liquid chromatography mass spectrometry. Clinical data was assessed by Students' T-test and metabolomics data was analyzed by multivariate statistics by MetaboAnalyst 3.0 to obtain intrinsic characteristics that allowed for groups discrimination. The Receiver Operating Characteristic curve was carried out for the proposed biomarkers, aiming to determine their specificity and sensitivity, as a set and individually. Results From the metabolomic analysis, 20 ion masses were selected as potential biomarkers from principal component analysis, which showed that all biomarkers were more abundant in the endometriosis group when compared to controls. Tentative attribution was performed by lipid maps database, demonstrating that these potential biomarkers correspond to fatty acids, carnitines, monoacylglycerols, lysophosphatidic acids, lysophosphatidylglycerols, diacylglycerols, lysophosphatidylcholines, phosphatidylserine, lysophosphatidylinositols and Phosphatidic Acid. Conclusion The use of mass spectrometry-based metabolomics allowed for the identification of effective biomarkers for ovarian endometriosis, which may contribute for a better comprehension of the disease and how it affects the ovary, as well as assisting in the development of accessory tools for endometriosis diagnosis and infertility management.
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页数:12
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