Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages

Abstract Background The sensitivity and specificity of non-invasive diagnostic methods for endometriosis, especially at early stages, are not optimal. The clinical diagnostic indicator cancer antigen 125 (CA125) performs poorly in the diagnosis of minimal endometriosis, with a sensitivity of 24%. Th...

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Main Authors: Jingjie Li, Lihuan Guan, Huizhen Zhang, Yue Gao, Jiahong Sun, Xiao Gong, Dongshun Li, Pan Chen, Xiaoyan Liang, Min Huang, Huichang Bi
Format: Article
Language:English
Published: BMC 2018-04-01
Series:Reproductive Biology and Endocrinology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12958-018-0360-z
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spelling doaj-f5840339402b4f778edc0c8a2b8a78312020-11-24T21:26:32ZengBMCReproductive Biology and Endocrinology1477-78272018-04-0116111010.1186/s12958-018-0360-zEndometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stagesJingjie Li0Lihuan Guan1Huizhen Zhang2Yue Gao3Jiahong Sun4Xiao Gong5Dongshun Li6Pan Chen7Xiaoyan Liang8Min Huang9Huichang Bi10Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversitySchool of Public Health, Guangdong Pharmaceutical UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversityPharmacy Department, the First Affiliated Hospital, Sun Yat-sen UniversityCenter of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversitySchool of Pharmaceutical Sciences in Sun Yat-sen UniversityAbstract Background The sensitivity and specificity of non-invasive diagnostic methods for endometriosis, especially at early stages, are not optimal. The clinical diagnostic indicator cancer antigen 125 (CA125) performs poorly in the diagnosis of minimal endometriosis, with a sensitivity of 24%. Therefore, it is urgent to explore novel diagnostic biomarkers. We evaluated the metabolomic profile variation of the eutopic endometrium between minimal-mild endometriosis patients and healthy women by ultra-high-performance liquid chromatography coupled with electrospray ionization high-resolution mass spectrometry (UHPLC-ESI-HRMS). Methods Our study comprised 29 patients with laparoscopically confirmed endometriosis at stages I-II and 37 infertile women who underwent diagnostic laparoscopy combined with hysteroscopy from January 2014 to January 2015. Eutopic endometrium samples were collected by pipelle endometrial biopsy. The metabolites were quantified by UHPLC-ESI-HRMS. The best combination of biomarkers was then selected by performing step-wise logistic regression analysis with backward elimination. Results Twelve metabolites were identified as endometriosis-associated biomarkers. The eutopic endometrium metabolomic profile of the endometriosis patients was characterized by a significant increase in the concentration of hypoxanthine, L-arginine, L-tyrosine, leucine, lysine, inosine, omega-3 arachidonic acid, guanosine, xanthosine, lysophosphatidylethanolamine and asparagine. In contrast, the concentration of uric acid was decreased. Metabolites were filtered by step-wise logistic regression with backward elimination, and a model containing uric acid, hypoxanthine, and lysophosphatidylethanolamine was constructed. Receiver-operating characteristic (ROC) analysis confirmed the prognostic value of these parameters for the diagnosis of minimal/mild endometriosis with a sensitivity of 66.7% and a specificity of 90.0%. Conclusions Metabolomics analysis of the eutopic endometrium in endometriosis was effectively characterized by UHPLC-ESI-HRMS-based metabolomics. Our study supports the importance of purine and amino acid metabolites in the pathophysiology of endometriosis and provides potential biomarkers for semi-invasive diagnosis of early-stage endometriosis.http://link.springer.com/article/10.1186/s12958-018-0360-zEndometriosisMetabolomicsUHPLC-ESI-HRMSEutopic endometrium
collection DOAJ
language English
format Article
sources DOAJ
author Jingjie Li
Lihuan Guan
Huizhen Zhang
Yue Gao
Jiahong Sun
Xiao Gong
Dongshun Li
Pan Chen
Xiaoyan Liang
Min Huang
Huichang Bi
spellingShingle Jingjie Li
Lihuan Guan
Huizhen Zhang
Yue Gao
Jiahong Sun
Xiao Gong
Dongshun Li
Pan Chen
Xiaoyan Liang
Min Huang
Huichang Bi
Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
Reproductive Biology and Endocrinology
Endometriosis
Metabolomics
UHPLC-ESI-HRMS
Eutopic endometrium
author_facet Jingjie Li
Lihuan Guan
Huizhen Zhang
Yue Gao
Jiahong Sun
Xiao Gong
Dongshun Li
Pan Chen
Xiaoyan Liang
Min Huang
Huichang Bi
author_sort Jingjie Li
title Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
title_short Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
title_full Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
title_fullStr Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
title_full_unstemmed Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
title_sort endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages
publisher BMC
series Reproductive Biology and Endocrinology
issn 1477-7827
publishDate 2018-04-01
description Abstract Background The sensitivity and specificity of non-invasive diagnostic methods for endometriosis, especially at early stages, are not optimal. The clinical diagnostic indicator cancer antigen 125 (CA125) performs poorly in the diagnosis of minimal endometriosis, with a sensitivity of 24%. Therefore, it is urgent to explore novel diagnostic biomarkers. We evaluated the metabolomic profile variation of the eutopic endometrium between minimal-mild endometriosis patients and healthy women by ultra-high-performance liquid chromatography coupled with electrospray ionization high-resolution mass spectrometry (UHPLC-ESI-HRMS). Methods Our study comprised 29 patients with laparoscopically confirmed endometriosis at stages I-II and 37 infertile women who underwent diagnostic laparoscopy combined with hysteroscopy from January 2014 to January 2015. Eutopic endometrium samples were collected by pipelle endometrial biopsy. The metabolites were quantified by UHPLC-ESI-HRMS. The best combination of biomarkers was then selected by performing step-wise logistic regression analysis with backward elimination. Results Twelve metabolites were identified as endometriosis-associated biomarkers. The eutopic endometrium metabolomic profile of the endometriosis patients was characterized by a significant increase in the concentration of hypoxanthine, L-arginine, L-tyrosine, leucine, lysine, inosine, omega-3 arachidonic acid, guanosine, xanthosine, lysophosphatidylethanolamine and asparagine. In contrast, the concentration of uric acid was decreased. Metabolites were filtered by step-wise logistic regression with backward elimination, and a model containing uric acid, hypoxanthine, and lysophosphatidylethanolamine was constructed. Receiver-operating characteristic (ROC) analysis confirmed the prognostic value of these parameters for the diagnosis of minimal/mild endometriosis with a sensitivity of 66.7% and a specificity of 90.0%. Conclusions Metabolomics analysis of the eutopic endometrium in endometriosis was effectively characterized by UHPLC-ESI-HRMS-based metabolomics. Our study supports the importance of purine and amino acid metabolites in the pathophysiology of endometriosis and provides potential biomarkers for semi-invasive diagnosis of early-stage endometriosis.
topic Endometriosis
Metabolomics
UHPLC-ESI-HRMS
Eutopic endometrium
url http://link.springer.com/article/10.1186/s12958-018-0360-z
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