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Marín-Sáez J, Hernández-Mesa M, Cano-Sancho G, García-Campaña AM. Analytical challenges and opportunities in the study of endocrine disrupting chemicals within an exposomics framework. Talanta 2024; 279:126616. [PMID: 39067205 DOI: 10.1016/j.talanta.2024.126616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/11/2024] [Accepted: 07/23/2024] [Indexed: 07/30/2024]
Abstract
Exposomics aims to measure human exposures throughout the lifespan and the changes they produce in the human body. Exposome-scale studies have significant potential to understand the interplay of environmental factors with complex multifactorial diseases widespread in our society and whose origin remain unclear. In this framework, the study of the chemical exposome aims to cover all chemical exposures and their effects in human health but, today, this goal still seems unfeasible or at least very challenging, which makes the exposome for now only a concept. Furthermore, the study of the chemical exposome faces several methodological challenges such as moving from specific targeted methodologies towards high-throughput multitargeted and non-targeted approaches, guaranteeing the availability and quality of biological samples to obtain quality analytical data, standardization of applied analytical methodologies, as well as the statistical assignment of increasingly complex datasets, or the identification of (un)known analytes. This review discusses the various steps involved in applying the exposome concept from an analytical perspective. It provides an overview of the wide variety of existing analytical methods and instruments, highlighting their complementarity to develop combined analytical strategies to advance towards the chemical exposome characterization. In addition, this review focuses on endocrine disrupting chemicals (EDCs) to show how studying even a minor part of the chemical exposome represents a great challenge. Analytical strategies applied in an exposomics context have shown great potential to elucidate the role of EDCs in health outcomes. However, translating innovative methods into etiological research and chemical risk assessment will require a multidisciplinary effort. Unlike other review articles focused on exposomics, this review offers a holistic view from the perspective of analytical chemistry and discuss the entire analytical workflow to finally obtain valuable results.
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Affiliation(s)
- Jesús Marín-Sáez
- Department of Analytical Chemistry, Faculty of Sciences, University of Granada, Campus Fuentenueva s/n, E-18071, Granada, Spain; Research Group "Analytical Chemistry of Contaminants", Department of Chemistry and Physics, Research Centre for Mediterranean Intensive Agrosystems and Agri-Food Biotechnology (CIAIMBITAL), University of Almeria, Agrifood Campus of International Excellence, ceiA3, E-04120, Almeria, Spain.
| | - Maykel Hernández-Mesa
- Department of Analytical Chemistry, Faculty of Sciences, University of Granada, Campus Fuentenueva s/n, E-18071, Granada, Spain.
| | | | - Ana M García-Campaña
- Department of Analytical Chemistry, Faculty of Sciences, University of Granada, Campus Fuentenueva s/n, E-18071, Granada, Spain
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2
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Zhang Y, He C, He Y, Zhu Z. Follicular Fluid Metabolomics: Tool for Predicting IVF Outcomes of Different Infertility Causes. Reprod Sci 2024:10.1007/s43032-024-01664-y. [PMID: 39090336 DOI: 10.1007/s43032-024-01664-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024]
Abstract
Infertility affects approximately 15% of couples at child-bearing ages and assisted reproductive technologies (ART), especially in vitro fertilization and embryo transfer (IVF-ET), provided infertile patients with an effective solution. The current paradox is that multiple embryo transfer that may leads to severe obstetric and perinatal complications seems to be the most valid measure to secure high success rate in the majority of clinic centers. Therefore, to avoid multiple transfer of embryos, it is urgent to explore biomarkers for IVF prognosis to select high-quality oocytes and embryos. Follicular fluid (FF), a typical biofluid constituted of the plasma effusion and granulosa-cell secretion, provides essential intracellular substances for oocytes maturation and its variation in composition reflects oocyte developmental competence and embryo viability. With the advances in metabolomics methodology, metabolomics, as an accurate and sensitive analyzing method, has been utilized to explore predictors in FF for ART success. Although FF metabolomics has provided a great possibility for screening markers with diagnostic and predictive value, its effectiveness is still doubted by some researchers. This may be resulted from the ignorance of the impact of sterility causes on the FF metabolomic profiles and thus its predictive ability might not be rightly illustrated. Therefore, in this review, we categorically demonstrate the study of FF metabolomics according to specific infertility causes, expecting to reveal the predicting value of metabolomics for IVF outcomes.
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Affiliation(s)
- Yijing Zhang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
| | - Chenyan He
- Sichuan Normal University, Chengdu, Sichuan, China
| | - Yuedong He
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
| | - Zhongyi Zhu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China.
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Brinca AT, Peiró AM, Evangelio PM, Eleno I, Oliani AH, Silva V, Vicente LF, Ramalhinho AC, Gallardo E. Follicular Fluid and Blood Monitorization of Infertility Biomarkers in Women with Endometriosis. Int J Mol Sci 2024; 25:7177. [PMID: 39000283 PMCID: PMC11241429 DOI: 10.3390/ijms25137177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 06/23/2024] [Accepted: 06/26/2024] [Indexed: 07/16/2024] Open
Abstract
Infertility is recognized globally as a social disease and a growing medical condition, posing a significant challenge to modern reproductive health. Endometriosis, the third-most frequent gynecologic disorder, is one of the most common and intricate conditions that can lead to female infertility. Despite extensive research, the etiology, malignant transformation, and biological therapy of endometriosis remain unknown. Blood and follicular fluid are two matrices that have been carefully studied and can provide insights into women's health. These matrices are clinically significant because they contain metabolites closely associated with women's illness stage and reproductive outcomes. Nowadays, the application of metabolomic analysis in biological matrices may be able to predict the outcome of assisted reproductive technologies with greater precision. From a molecular viewpoint on reproductive health, we evaluate and compare the utilization of human follicular fluid and blood as matrices in analysis for diagnostic and assisted reproductive technology (ART) predictors of success for endometriosis patients. In the follicular fluid (FF), plasma, and serum of endometriosis-affected women, researchers identified dysregulations of oxidative stress, upregulation of several immune factors, and aberrations in energy metabolic pathways. The altered signatures negatively correlate with the overall oocyte and embryo quality and fertilization rate.
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Affiliation(s)
- Ana Teresa Brinca
- Health Sciences Research Centre, Faculty of Health Sciences, University of Beira Interior, 6200-506 Covilhã, Portugal;
| | - Ana Maria Peiró
- Pharmacogenetic Unit, Clinical Pharmacology Department, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, 03010 Alicante, Spain;
- Institute of Bioengineering, Miguel Hernández University, 03202 Elche, Spain
| | | | - Irene Eleno
- Unidad de Reproduccion, Servicio de Ginecologia y Obstetricia, Hospital General Universitario Dr. Balmis, 03010 Alicante, Spain;
| | - Antonio Helio Oliani
- Assisted Reproduction Laboratory, Cova da Beira Local Health Unit, 6200-251 Covilhã, Portugal;
- São José do Rio Preto School of Medicine, Gynaecology and Obstetrics, São José do Rio Preto 15090-000, Brazil
| | - Vladimiro Silva
- Ferticentro—Centro de Estudos de Fertilidade S.A., 3000-316 Coimbra, Portugal;
- Procriar—Centro de Procriação Medicamente Assistida, 4100-130 Porto, Portugal
| | | | - Ana Cristina Ramalhinho
- Health Sciences Research Centre, Faculty of Health Sciences, University of Beira Interior, 6200-506 Covilhã, Portugal;
- Assisted Reproduction Laboratory, Cova da Beira Local Health Unit, 6200-251 Covilhã, Portugal;
| | - Eugenia Gallardo
- Health Sciences Research Centre, Faculty of Health Sciences, University of Beira Interior, 6200-506 Covilhã, Portugal;
- Laboratório de Fármaco-Toxicologia, UBIMedical, University of Beira Interior, 6200-284 Covilhã, Portugal
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Fiscus J, Fraison É, Renault L, Salle B, Panthu B, Labrune E. Metabolic signature of follicular fluid in infertility-related diseases: a narrative review. Reprod Biomed Online 2024; 48:103762. [PMID: 38537523 DOI: 10.1016/j.rbmo.2023.103762] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 11/26/2023] [Accepted: 11/29/2023] [Indexed: 06/11/2024]
Abstract
Metabolomics offers new methods to identify biomarkers for oocyte and embryo quality, and for a better understanding of the physiopathology of infertility. This review investigated the latest findings regarding metabolome-derived biomarkers in follicular fluid of women with the most common types of infertility, and the potential impact on reproductive medicine outcomes. PubMed was searched for publications on metabolomics and human follicular fluid, and key biomarkers, kinetics and relationships with infertility diseases were identified. A reduced concentration of glucose and increased concentrations of lactate and pyruvate were found in follicular fluid of patients with endometriosis and diminished ovarian reserve, and the opposite was found in patients with polycystic ovary syndrome. These signatures may lead to the hypothesis of changed metabolite concentrations in patients with endometriosis and diminished ovarian reserve, and a metabolic pathway alteration with decreased aerobic glycolysis in patients with polycystic ovary syndrome. However, the pattern found in patients with endometriosis and low responders may also be expected in follicular fluid of fertile women. Larger studies are needed to confirm the results. An international database may help to highlight follicular fluid biomarkers in order to improve the selection of cryopreserved oocytes, and to enrich culture medium to restore normal metabolism and improve reproductive treatment outcomes.
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Affiliation(s)
- Julie Fiscus
- Hospices Civils de Lyon, service de médecine de la reproduction et préservation de fertilité, Inserm U1208, SBRI, Bron, France; Université Claude Bernard Lyon 1, faculté de médecine Laennec, Lyon, France
| | - Éloïse Fraison
- Hospices Civils de Lyon, service de médecine de la reproduction et préservation de fertilité, Inserm U1208, SBRI, Bron, France; Université Claude Bernard Lyon 1, faculté de médecine Laennec, Lyon, France
| | - Lucie Renault
- Hospices Civils de Lyon, service de médecine de la reproduction et préservation de fertilité, Inserm U1208, SBRI, Bron, France; Université Claude Bernard Lyon 1, faculté de médecine Laennec, Lyon, France
| | - Bruno Salle
- Hospices Civils de Lyon, service de médecine de la reproduction et préservation de fertilité, Inserm U1208, SBRI, Bron, France; Université Claude Bernard Lyon 1, faculté de médecine Laennec, Lyon, France
| | - Baptiste Panthu
- CarMeN Laboratory, Université Claude Bernard Lyon 1, Pierre-Bénite, France.
| | - Elsa Labrune
- Hospices Civils de Lyon, service de médecine de la reproduction et préservation de fertilité, Inserm U1208, SBRI, Bron, France; Université Claude Bernard Lyon 1, faculté de médecine Laennec, Lyon, France.
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Lefebvre T, Campas M, Matta K, Ouzia S, Guitton Y, Duval G, Ploteau S, Marchand P, Le Bizec B, Freour T, Antignac JP, de Tullio P, Cano-Sancho G. A comprehensive multiplatform metabolomic analysis reveals alterations of 2-hydroxybutyric acid among women with deep endometriosis related to the pesticide trans-nonachlor. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 918:170678. [PMID: 38316313 DOI: 10.1016/j.scitotenv.2024.170678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/30/2024] [Accepted: 02/02/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND Exposure to persistent organic pollutants (POPs) has been related to the risk of endometriosis however the mechanisms remain unclear. The objective of the present study was to characterize the metabolic profiles underpinning the associations between POPs and endometriosis risk. METHODOLOGY A hospital-based case-control study was conducted in France to recruit women with and without surgically confirmed deep endometriosis. Women's serum was analyzed using gas and liquid chromatography coupled to high-resolution mass spectrometry (HRMS) to measure the levels of polychlorinated biphenyls (PCBs), organochlorinated pesticides (OCPs) and per-/polyfluoroalkyl substances (PFAS). A comprehensive metabolomic profiling was conducted using targeted HRMS and 1H nuclear magnetic resonance (1H NMR) to cover polar and non-polar fractions. A "meet-in-the-middle" statistical framework was applied to identify the metabolites related to endometriosis and POP levels, using multivariate linear and logistic regressions adjusting for confounding variables. RESULTS Fourteen PCBs, six OCPs and six PFAS were widely found in almost all serum samples. The pesticide trans-nonachlor was the POP most strongly and positively associated with deep endometriosis risk, with odds ratio (95 % confidence interval) of 2.42 (1.49; 4.12), followed by PCB180 and 167. Women with endometriosis exhibited a distinctive metabolic profile, with elevated serum levels of lactate, ketone bodies and multiple amino acids and lower levels of bile acids, phosphatidylcholines (PCs), cortisol and hippuric acid. The metabolite 2-hydroxybutyrate was simultaneously associated to endometriosis risk and exposure to trans-nonachlor. CONCLUSIONS To the best of our knowledge, this is the first comprehensive metabolome-wide association study of endometriosis, integrating ultra-trace profiling of POPs. The results confirmed a metabolic alteration among women with deep endometriosis that could be also associated to the exposure to POPs. Further observational and experimental studies will be required to delineate the causal ordering of those associations and gain insight on the underlying mechanisms.
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Affiliation(s)
- Tiphaine Lefebvre
- Oniris, INRAE, LABERCA, Nantes, France; CHU Nantes, Nantes Université, Service de Médecine et Biologie de la Reproduction, Gynécologie médicale, 38 bd Jean Monnet, Nantes, France; Faculty of Medicine, Nantes Université, France; Department of Gynecology and Obstetrics, Centre Hospitalier Départemental Vendée, 85000 la Roche sur Yon, France
| | - Manon Campas
- Centre for Interdisciplinary Research on Medicines (CIRM), Metabolomics Group, University of Liège, Belgium
| | | | - Sadia Ouzia
- Oniris, INRAE, LABERCA, Nantes, France; MetaboHUB-MELISA, MetaboHUB-ANR-11-INBS-0010, Oniris, INRAE, LABERCA, Nantes, France
| | - Yann Guitton
- Oniris, INRAE, LABERCA, Nantes, France; MetaboHUB-MELISA, MetaboHUB-ANR-11-INBS-0010, Oniris, INRAE, LABERCA, Nantes, France
| | - Gauthier Duval
- Oniris, INRAE, LABERCA, Nantes, France; CHU Nantes, Nantes Université, Service de Médecine et Biologie de la Reproduction, Gynécologie médicale, 38 bd Jean Monnet, Nantes, France
| | - Stéphane Ploteau
- CHU Nantes, Nantes Université, Service de Médecine et Biologie de la Reproduction, Gynécologie médicale, 38 bd Jean Monnet, Nantes, France; CHU Nantes, Department of Gynecology and Obstetrics, 38 bd Jean Monnet, Nantes, France
| | | | | | - Thomas Freour
- CHU Nantes, Nantes Université, Service de Médecine et Biologie de la Reproduction, Gynécologie médicale, 38 bd Jean Monnet, Nantes, France; Department of Reproductive Medicine, Dexeus University Hospital, Barcelona, Spain
| | | | - Pascal de Tullio
- MetaboHUB-MELISA, MetaboHUB-ANR-11-INBS-0010, Oniris, INRAE, LABERCA, Nantes, France
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Chen JP, Zhang YY, Jin JN, Ying Y, Song ZM, Xu QQ, Tu MX, Ye XH, Tang HN, Ni FD, Ying YY, Li JY, Zhang D. Effects of dysregulated glucose metabolism on the occurrence and ART outcome of endometriosis. Eur J Med Res 2023; 28:305. [PMID: 37649072 PMCID: PMC10466766 DOI: 10.1186/s40001-023-01280-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 08/10/2023] [Indexed: 09/01/2023] Open
Abstract
BACKGROUND Endometriosis is associated with systemic metabolic indicators, including body mass index (BMI), glucose metabolism and lipid metabolism, while the association between metabolic indexes and the occurrence and assisted reproductive technology (ART) outcome of endometriosis is unclear. We aimed to evaluate the characteristics of systemic metabolic indexes of endometriosis patients with infertility and their effects on pregnancy outcome after ART treatment. METHODS A retrospective cohort study involve 412 endometriosis patients and 1551 controls was conducted. Primary outcome was metabolic indexes, and secondary measures consisted of the influence of metabolic indexes on the number of retrieved oocytes and ART outcomes. RESULTS Endometriosis patients had higher insulin (INS) [6.90(5.10-9.50) vs 6.50(4.80-8.90) μU/mL, P = 0.005]. A prediction model for endometriosis combining the number of previous pregnancies, CA125, fasting blood glucose (Glu) and INS, had a sensitivity of 73.9%, specificity of 67.8% and area under curve (AUC) of 0.77. There were no significant differences in ART outcomes and complications during pregnancy. The serum levels of Glu before pregnancy were associated with GDM both in endometriosis group (aOR 12.95, 95% CI 1.69-99.42, P = 0.014) and in control group (aOR 4.15, 95% CI 1.50-11.53, P = 0.006). CONCLUSIONS We found serum Glu is related to the number of retrieved oocytes in control group, serum INS is related to the number of retrieved oocytes in endometriosis group, while serum Glu and INS before pregnancy are related to the occurrence of GDM in two groups. A prediction model based on metabolic indexes was established, representing a promising non-invasive method to predict endometriosis patients with known pregnancy history.
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Affiliation(s)
- Jian-Peng Chen
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Yan-Ye Zhang
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Jia-Ni Jin
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Yue Ying
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Zhi-Min Song
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Qi-Qi Xu
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Mi-Xue Tu
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Xiao-Hang Ye
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Huan-Na Tang
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Fei-Da Ni
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Yan-Yun Ying
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China
| | - Jing-Yi Li
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China.
- Zhejiang Provincial Clinical Research Center for Child Health, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Dan Zhang
- Key Laboratory of Reproductive Genetics (Ministry of Education) and Department of Reproductive Endocrinology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310006, People's Republic of China.
- Zhejiang Provincial Clinical Research Center for Child Health, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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Wei Y, Zhang Z, Zhang Y, Li J, Ruan X, Wan Q, Yin T, Zou Y, Chen S, Zhang Y. Nontargeted metabolomics analysis of follicular fluid in patients with endometriosis provides a new direction for the study of oocyte quality. MedComm (Beijing) 2023; 4:e302. [PMID: 37265938 PMCID: PMC10229744 DOI: 10.1002/mco2.302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 06/03/2023] Open
Abstract
Endometriosis is a common, estrogen-dependent chronic gynecological disease that endangers the reproductive system and systemic metabolism of patients. We aimed to investigate the differences in metabolic profiles in the follicular fluid between infertile patients with endometriosis and controls. A total of 25 infertile patients with endometriosis and 25 infertile controls who were similar in age, BMI, fertilization method and ovulation induction treatment were recruited in this study. Metabolomics analysis of follicular fluid was performed by two methods of high-performance liquid chromatography tandem mass spectrometry. There were 36 upregulated and 17 downregulated metabolites in the follicular fluid of patients in the endometriosis group. KEGG pathway analysis revealed that these metabolites were enriched in phenylalanine, tyrosine and tryptophan biosynthesis, aminoacyl-tRNA biosynthesis, phenylalanine metabolism and pyrimidine metabolism pathways. A biomarker panel consisting of 20 metabolites was constructed by random forest, with an accuracy of 0.946 and an AUC of 0.988. This study characterizes differences in follicular fluid metabolites and associated pathway profiles in infertile patients with endometriosis. These findings can provide a better comprehensive understanding of the disease and a new direction for the study of oocyte quality, as well as potential metabolic markers for the prognosis of endometriosis.
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Affiliation(s)
- Yiqiu Wei
- Reproductive Medicine CenterRenmin Hospital of Wuhan UniversityWuhanHubeiChina
| | - Zhourui Zhang
- The Institute for Advanced StudiesWuhan UniversityWuhanHubeiChina
| | - Yaoyao Zhang
- Department of Obstetrics and GynecologyKey Laboratory of Birth Defects and Related of Women and Children of Ministry of Education, West China Second University Hospital, Sichuan UniversityChengduSichuanChina
| | - Jianan Li
- Reproductive Medicine CenterRenmin Hospital of Wuhan UniversityWuhanHubeiChina
| | - Xianqin Ruan
- The Institute for Advanced StudiesWuhan UniversityWuhanHubeiChina
| | - Qiongqiong Wan
- The Institute for Advanced StudiesWuhan UniversityWuhanHubeiChina
| | - Tailang Yin
- Reproductive Medicine CenterRenmin Hospital of Wuhan UniversityWuhanHubeiChina
| | - Yujie Zou
- Reproductive Medicine CenterRenmin Hospital of Wuhan UniversityWuhanHubeiChina
| | - Suming Chen
- The Institute for Advanced StudiesWuhan UniversityWuhanHubeiChina
| | - Yan Zhang
- Department of Clinical LaboratoryRenmin Hospital of Wuhan UniversityWuhanHubeiChina
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8
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Guo H, Zhu Q, Gao H, Lyu Q, Chai W, Wu L, Li B. Metabolomics analysis of follicular fluid in ovarian endometriosis women receiving progestin-primed ovary stimulation protocol for in vitro fertilization. Sci Rep 2023; 13:5747. [PMID: 37029234 PMCID: PMC10082198 DOI: 10.1038/s41598-023-32797-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 04/03/2023] [Indexed: 04/09/2023] Open
Abstract
This study aimed to investigate the metabolite profile and inflammatory state of follicular fluid (FF) in women with stage III-IV ovarian endometriosis (OE) who underwent in vitro fertilization (IVF). A cohort of 20 consecutive patients with OE were recruited and received progestin-primed ovary stimulation (PPOS) protocol (study group), while another 20 OE patients received one-month ultra-long term protocol (control group) for IVF in this prospective, nonrandomized study. FF samples were obtained from dominant follicles during oocyte retrieval, and liquid chromatography-mass spectrometry (LC-MS) was used to investigate the metabolites profile of FF. Results showed that significant increases in the levels of proline, arginine, threonine, and glycine in patients who received PPOS protocol compared to the control group (P < 0.05). A panel of three metabolites (proline, arginine, and threonine) was identified as specific biomarkers of OE patients using PPOS protocol. Additionally, levels of interleukin-1β, regulated on activation, normal T cell expressed and secreted, and tumor necrosis factor-α markedly decreased in women who received PPOS protocol compared to the control group (P < 0.05). In conclusion, PPOS protocol regulates the metabolism of several amino acids in the FF, which may play critical roles in the oocyte development and blastocyst formation, and their specific mechanism should be further elucidated.
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Affiliation(s)
- Haiyan Guo
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China
| | - Qianqian Zhu
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China
| | - Hongyuan Gao
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China
| | - Qifeng Lyu
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China
| | - Weiran Chai
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China
| | - Ling Wu
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China
| | - Bin Li
- Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Center for Specialty Strategy Research of Shanghai Jiao Tong University China Hospital Development Institute, Shanghai, 200011, China.
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9
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Kartsova LA, Bessonova EA, Deev VA, Kolobova EA. Current Role of Modern Chromatography with Mass Spectrometry and Nuclear Magnetic Resonance Spectroscopy in the Investigation of Biomarkers of Endometriosis. Crit Rev Anal Chem 2023:1-24. [PMID: 36625278 DOI: 10.1080/10408347.2022.2156770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Endometriosis has a wide range of clinical manifestations, and the disease course is unpredictable, making the diagnosis a challenging task. Despite significant advances in the pathophysiology of endometriosis and various proposed theories, the exact etiology is not fully understood and is still unknown. The most commonly used biomarker of endometriosis is CA-125, however, it is nonspecific and is applied for cancers diagnosis. Therefore, the development of reliable noninvasive diagnostic tests for the early diagnosis of endometriosis remains one of the top priorities. Omics technologies are very promising approaches for constructing diagnostic models and biomarker discovery. Their use can greatly facilitate the study of such a complex disease as endometriosis. Nowadays, powerful analytical platforms commonly used in omics, such as gas and liquid chromatography with mass spectrometry and nuclear magnetic resonance (NMR) spectroscopy, have proven to be a promising tools for biomarker discovery. The aim of this review is to summarize the various features of the analytical approaches, practical challenges and features of gas and liquid chromatography with MS and NMR spectroscopy (including sample processing protocols, technological advancements, and methodology) used for profiling of metabolites, lipids, peptides and proteins in physiological fluids and tissues from patients with endometriosis. In addition, this report devotes special attention to the issue of how comprehensive analyses of these profiles can effectively contribute to the study of endometriosis. The search query included reports published between 2012 and 2022 years in PubMed, Web-of-Science, SCOPUS, Science Direct.
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Affiliation(s)
| | | | | | - Ekaterina Alekseevna Kolobova
- Institute of Chemistry, St. Petersburg State University, St. Petersburg, Russia
- The Federal State Institute of Public Health 'The Nikiforov Russian Center of Emergency and Radiation Medicine', The Ministry of Russian Federation for Civil Defence, Emergencies and Elimination of Consequences of Natural Disasters, St. Petersburg, Russia
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Luo J, Zhang Y, Zheng T, Jing Y, Cao R, Wu M, Fan D, Tao Y, Zhao M. Application of long non-coding RNA RBAT1 in improving diagnosis and prognosis of ovarian carcinoma. Anticancer Drugs 2023; 34:9-14. [PMID: 36206099 PMCID: PMC9760461 DOI: 10.1097/cad.0000000000001315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Accepted: 03/03/2022] [Indexed: 11/27/2022]
Abstract
Tumorigenesis of bladder cancer and retinoblastoma is correlated with long non-coding RNA (lncRNA) RBAT1. However, the role of RBAT1 in ovarian carcinoma (OC) is unclear. Thus, the study explored the role of RBAT1 in OC. This research enrolled patients with OC ( n = 68), irritable bowel disease (IBD, n = 68, females), digestive tract inflammation (DTI, n = 68, females), urinary tract infection (UTI, n = 68, females), endometriosis (EM, n = 68, females), and healthy controls (HCs, n = 68) to collect plasma sampled. OC and paired non-tumor tissues were collected from patients with OC. RBAT1 accumulation in all samples was analyzed using RT-qPCR. The role of plasma RBAT1 in OC diagnosis was examined using the ROC curves with OC patients as the true positive cases and other patients and HCs as the true negative cases. The role of RBAT1 in predicting the survival of OC patients was analyzed using the survival curve study. RBAT1 was overexpressed in both OC plasma and tissues. Plasma RBAT1 levels were correlated with RBAT1 levels in OC tissues but not in non-tumor tissues. Plasma RBAT1 could distinguish OC patients from other patients and HCs. Patients with high plasma RBAT1 levels had a shorter survival. RBAT1 is overexpressed in OC and might be applied to improve the diagnosis and prognosis of OC.
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Affiliation(s)
- Jie Luo
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Yuqing Zhang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Ting Zheng
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Yongping Jing
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Rongyu Cao
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Minmin Wu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Die Fan
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Ying Tao
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
| | - Mandan Zhao
- Department of Obstetrics and Gynecology, The First Affiliated Hospital, School of Clinical Medicine of Guangdong Pharmaceutical University, Guangzhou City, Guangdong Province, China
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Wu Z, Fang L, Liu B, Jia Q, Cheng JC, Sun YP. Biomarkers identification in follicular fluid of women with OHSS by using UPLC-MS method. Front Endocrinol (Lausanne) 2023; 14:1131771. [PMID: 36967756 PMCID: PMC10031058 DOI: 10.3389/fendo.2023.1131771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Accepted: 02/21/2023] [Indexed: 03/29/2023] Open
Abstract
To figure out the differentially changed metabolites and disturbed pathways in follicular fluid (FF) of patients with OHSS in comparison to the control group undergoing in vitro fertilization (IVF), we conducted this metabolomic analysis between two groups, the OHSS group included 30 patients treated with oocyte retrieval and developed OHSS in the next 7-14 days, while another 30 patients without OHSS tendency were selected as the control group. The FF samples were obtained during the process of oocyte retrieval. FF samples were analyzed using ultra-high liquid chromatography-tandem mass spectrometry (UPLC-MS). The results identified a total of 59 differentially changed metabolites, including 33 decreased metabolites (P < 0.01) and 26 increased metabolites (P < 0.01) in FF of OHSS compared with the control group. 12 metabolites could be the most valuable biomarkers for OHSS based on ROC results. Our correlation analyses showed that deoxyinosine levels were found positively correlated with serum estradiol (E2) levels in OHSS patients, while L-isoleucine, pyruvic acid, maleamate, and arachidonic acid were found to be positively correlated with the number of retrieved oocytes. Furthermore, 4-hydroxyphenylacetaldehyde, deoxycorticosterone, creatinine, and creatine were found to be negatively associated with serum E2 levels, while 4-hydroxyphenylacetaldehyde, L-carnitine, isovaleric acid and L-2-hydroxyglutaric acid were negatively related with the number of oocytes retrieved in OHSS patients. Taken together, our study provides better identification of OHSS FF metabolic dynamics, suggesting the metabolic compounds can be used as valuable predictors or treatment targets of OHSS.
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Affiliation(s)
| | - Lanlan Fang
- *Correspondence: Ying-Pu Sun, ; Lanlan Fang,
| | | | | | | | - Ying-Pu Sun
- *Correspondence: Ying-Pu Sun, ; Lanlan Fang,
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12
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Volatilomics as an Emerging Strategy to Determine Potential Biomarkers of Female Infertility: A Pilot Study. Biomedicines 2022; 10:biomedicines10112852. [DOI: 10.3390/biomedicines10112852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/02/2022] [Accepted: 11/04/2022] [Indexed: 11/09/2022] Open
Abstract
Due to its high prevalence, infertility has become a prominent public health issue, posing a significant challenge to modern reproductive medicine. Some clinical conditions that lead to female infertility include polycystic ovary syndrome (PCOS), endometriosis, and premature ovarian failure (POF). Follicular fluid (FF) is the biological matrix that has the most contact with the oocyte and can, therefore, be used as a predictor of its quality. Volatilomics has emerged as a non-invasive, straightforward, affordable, and simple method for characterizing various diseases and determining the effectiveness of their current therapies. In order to find potential biomarkers of infertility, this study set out to determine the volatomic pattern of the follicular fluid from patients with PCOS, endometriosis, and POF. The chromatographic data integration was performed through solid-phase microextraction (SPME), followed by gas chromatography–mass spectrometry (GC-MS). The findings pointed to specific metabolite patterns as potential biomarkers for the studied diseases. These open the door for further research into the relevant metabolomic pathways to enhance infertility knowledge and diagnostic tools. An extended investigation may, however, produce a new mechanistic understanding of the pathophysiology of the diseases.
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Kusum K, Raj R, Rai S, Pranjali P, Ashish A, Vicente-Muñoz S, Chaube R, Kumar D. Elevated Circulatory Proline to Glutamine Ratio (PQR) in Endometriosis and Its Potential as a Diagnostic Biomarker. ACS OMEGA 2022; 7:14856-14866. [PMID: 35557708 PMCID: PMC9088897 DOI: 10.1021/acsomega.2c00332] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 04/01/2022] [Indexed: 06/15/2023]
Abstract
Endometriosis (EM) is a hormone-dependent gynecological disease associated with chronic pelvic pain and altered immuno-inflammatory processes. It shares some cancer-like characteristics such as increased proline biosynthesis and activated glutaminolysis. Both proline and glutamine are interconvertible metabolically, and studies have shown their roles in cancer cell metabolic reprogramming, redox homeostasis, occurrence/development of endometrial carcinoma, and its further progression toward the malignant state. So based on this, we hypothesized that the circulatory proline to glutamine ratio (PQR) would be altered in EM and may serve as an indicative biomarker to improve the clinical diagnosis of EM. In present study, the circulatory-PQR levels were estimated for 39 EM patients and 48 age matched healthy female subjects using 800 MHz NMR spectroscopy. Among 39 EM patients, 15 were in the clinical stages I to II and referred to here as moderate EM (MEM) patients and 24 were in the clinical stages III to IV and referred here as severe EM (SEM) patients. The circulatory-PQR levels were significantly increased in EM patients (0.99 ± 0.13 μM in MEM; 1.39 ± 0.22 μM in SEM) compared to normal control (NC) subjects (0.52 ± 0.05 μM in NC). Further, the circulatory PQR levels exhibit the highest diagnostic potential with area under receiver operating characteristic (AUROC) curve values equal to 0.87 ± 0.04 [95%CI = 0.79-0.96] for MEM and 0.89 ± 0.04 [95% CI = 0.82-0.96] for SEM. These results suggested that circulatory-PQR has significant potential to serve as a noninvasive biomarker for diagnostic/prognostic screening of EM and further underscored the importance of these two nonessential amino acids (proline and glutamine) in cancer metabolism.
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Affiliation(s)
- Kusum Kusum
- Department
of Zoology, Institute of Science, Banaras
Hindu University, Varanasi-221005, Uttar Pradesh, India
| | - Ritu Raj
- Centre
of Biomedical Research (CBMR), SGPGIMS Campus, Lucknow-226014, Uttar Pradesh, India
| | - Sangeeta Rai
- Department
of Obstetrics and Gynecology, Institute of Medical Sciences, Banaras Hindu University, Varanasi-221005, Uttar Pradesh, India
| | - Pranjali Pranjali
- Centre
of Biomedical Research (CBMR), SGPGIMS Campus, Lucknow-226014, Uttar Pradesh, India
| | - Ashish Ashish
- Department
of Anatomy, Institute of Medical Sciences, Banaras Hindu University, Varanasi-221005, Uttar Pradesh, India
| | - Sara Vicente-Muñoz
- NMR-Metabolomics
Core, Division of Pathology, Cincinnati
Children’s Hospital Medical Center, Cincinnati, Ohio 45229, United States
| | - Radha Chaube
- Department
of Zoology, Institute of Science, Banaras
Hindu University, Varanasi-221005, Uttar Pradesh, India
| | - Dinesh Kumar
- Centre
of Biomedical Research (CBMR), SGPGIMS Campus, Lucknow-226014, Uttar Pradesh, India
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Cho MK, Jin L, Han JH, Jin JS, Cheon SY, Shin S, Bae SJ, Park JK, Ha KT. Water-Extracted Prunella vulgaris Alleviates Endometriosis by Reducing Aerobic Glycolysis. Front Pharmacol 2022; 13:872810. [PMID: 35444541 PMCID: PMC9014096 DOI: 10.3389/fphar.2022.872810] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 03/15/2022] [Indexed: 12/31/2022] Open
Abstract
Endometriosis is a chronic inflammatory disorder caused by abnormal adhesion of endometrial tissue to the outside of the uterus. The combination of surgery, non-steroidal anti-inflammatory drugs, and hormone treatment is well established therapy for endometriosis, however, case reports have showed that high rates of relapse and unpleasant side effect. For these reasons, recently, the studies have been focused on the Warburg-like metabolic shift of endometriosis. Prunella vulgaris is one of traditionally used herbal medicine for inflammatory disease and the anti-estrogenic effects of P. vulgaris is well-established. Therefore, in this work, we evaluated water-extracted P. vulgaris (PV) as a potential treatment for endometriosis. To this, we artificially induced endometriosis in ovarectomized mice by intra-peritoneal inoculation of uterus extracts. PV was orally administered, and PV significantly alleviated endometriosis, particularly the growth of ectopic endometrial lesions in artificially endometriosis-induced mice. For the mechanism study of anti-endometriosis by PV, we designed an in vitro study using human normal endometrial stromal cells (T-HESCs) and human endometrial cell (12Z) obtained from patients with endometriosis. PV strongly induced the apoptosis of 12Z cells rather than T-HESCs by control the activity or expression of aerobic glycolysis enzymes, such as lactate dehydrogenase A (LDHA), pyruvate dehydrogenase A, and pyruvate dehydrogenase kinase 1/3. In addition, lactate production was enhanced, and oxygen consumption rate was suppressed in 12Z cells upon PV treatment. These changes in aerobic glycolysis eventually caused mitochondrial damage following decreased mitochondrial membrane potential and excessive mitochondrial ROS production. Especially, ulsolic acid (UA), one of the compounds in PV considerably led 12Z cell apoptosis with inhibition of LDHA activity. Therefore, UA could be a major active substance of PV in terms of endometriosis inhibitors. In conclusion, this study provides the evidence that the beneficial efficacy of PV for the prevention/treatment of endometriosis.
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Affiliation(s)
- Min Kyoung Cho
- Korean Medical Research Center for Healthy Aging, Pusan National University, Yangsan, South Korea
| | - Ling Jin
- Korean Medical Research Center for Healthy Aging, Pusan National University, Yangsan, South Korea,Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, South Korea
| | - Jung Ho Han
- Korean Medical Research Center for Healthy Aging, Pusan National University, Yangsan, South Korea,Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, South Korea
| | - Jung-Suk Jin
- Korean Medical Research Center for Healthy Aging, Pusan National University, Yangsan, South Korea
| | - Se-Yun Cheon
- Korean Medical Research Center for Healthy Aging, Pusan National University, Yangsan, South Korea
| | - Su Shin
- Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, South Korea
| | - Sung-Jin Bae
- Department of Anatomy, Kosin University College of Medicine, Busan, South Korea
| | - Jang-Kyung Park
- Department of Korean Obstetrics and Gynecology, Pusan National University Korean Medicine Hospital, Yangsan, South Korea,*Correspondence: Jang-Kyung Park, ; Ki-Tae Ha,
| | - Ki-Tae Ha
- Korean Medical Research Center for Healthy Aging, Pusan National University, Yangsan, South Korea,Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, South Korea,*Correspondence: Jang-Kyung Park, ; Ki-Tae Ha,
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Turathum B, Gao EM, Grataitong K, Liu YB, Wang L, Dai X, Chian RC. Dysregulated sphingolipid metabolism and autophagy in granulosa cells of women with endometriosis. Front Endocrinol (Lausanne) 2022; 13:906570. [PMID: 35992117 PMCID: PMC9381821 DOI: 10.3389/fendo.2022.906570] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 07/07/2022] [Indexed: 11/13/2022] Open
Abstract
We evaluated metabolic profiles between cumulus cells (CCs) and mural granulosa cells (MGCs) derived from women with endometriosis to identify their correlations with oocyte quality. CCs and MGCs were collected from women with and without endometriosis undergoing in vitro fertilization/intracytoplasmic sperm injection treatment. The metabolomics of CCs and MGCs were measured by liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) followed by a quantitative polymerase chain reaction to further confirm the genes involved in the metabolic results. LC-MS/MS analysis revealed differences in 24 metabolites of CCs and 71 metabolites of MGCs between groups. Among them, five metabolites were upregulated and 19 metabolites were downregulated in CCs with endometriosis, whereas three metabolites were upregulated and 68 metabolites were downregulated in MGCs with endometriosis. Metabolites related to sphingolipid metabolism, which included palmitic acid (PA) and docosahexaenoic acid, increased significantly only in CCs with endometriosis, whereas sphingosine and PA were significantly downregulated in MGCs with endometriosis compared with CCs and MGCs without endometriosis. Gene expression involved in ceramide synthesis (CERS1, SPTL1, and SMPD1) and autophagy (BECN1, LAMP, and PC3) were significantly higher in CCs with endometriosis according to FASN, BECN1, and LAMP protein expressions. However, gene expression involved in ceramide synthesis (SPHK1, ASAH1, and SGPP1) and autophagy (BECN1, LAMP, and PC3) were significantly lower in MGCs with endometriosis, whereas CERS1 and UGCG expression increased. There are differences in sphingolipid metabolites in CCs and MGCs with endometriosis compared with women without endometriosis. These differences seem to be involved in the regulation of autophagic cell death in preovulatory follicles.
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Affiliation(s)
- Bongkoch Turathum
- Centre for Reproductive Medicine, Shanghai 10th People Hospital of Tongji University, Shanghai, China
- Department of Basic Medical Science, Faculty of Medicine Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand
| | - Er-Meng Gao
- Centre for Reproductive Medicine, Shanghai 10th People Hospital of Tongji University, Shanghai, China
- Shanghai Clinical College, Anhui Medical University, Hefei, China
| | - Khwanthana Grataitong
- Department of Basic Medical Science, Faculty of Medicine Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand
| | - Yu-Bing Liu
- Centre for Reproductive Medicine, Shanghai 10th People Hospital of Tongji University, Shanghai, China
| | - Ling Wang
- Centre for Reproductive Medicine, Shanghai 10th People Hospital of Tongji University, Shanghai, China
| | - Xue Dai
- Centre for Reproductive Medicine, Shanghai 10th People Hospital of Tongji University, Shanghai, China
| | - Ri-Cheng Chian
- Centre for Reproductive Medicine, Shanghai 10th People Hospital of Tongji University, Shanghai, China
- Shanghai Clinical College, Anhui Medical University, Hefei, China
- *Correspondence: Ri-Cheng Chian,
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MUMCU A. A simple and feasible quantification of metabolites in the human follicular fluid using 1H HR-MAS NMR spectroscopy. JOURNAL OF THE TURKISH CHEMICAL SOCIETY, SECTION A: CHEMISTRY 2021. [DOI: 10.18596/jotcsa.986523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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The Mechanism of Traditional Chinese Medicine Based on Semi-Targeted Metabolomics to Improve IVF Outcomes in Senile Patients. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:6696305. [PMID: 34804183 PMCID: PMC8598347 DOI: 10.1155/2021/6696305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 10/15/2021] [Indexed: 11/18/2022]
Abstract
Objective To identify the biological function and metabolic pathway of differential metabolites in follicular fluid of senile patients with kidney qi deficiency undergoing in vitro fertilization-embryo transfer (IVF-ET) and observe the effect of kidney-invigorating herbs on IVF outcomes in senile patients. Methods A total of 95 women undergoing IVF treatment were recruited and divided into three groups, including 34 cases in the treatment group (the senile patients with kidney qi deficiency after the intervention of Chinese medicine), 31 cases in the experiment group (the senile patients with kidney qi deficiency of no intervention of Chinese medicine), and 30 cases in the control group (young women with infertility due to male factor). The three groups of women were treated with long protocol ovarian hyperstimulation; the treatment group was given Qi-Zi-Yu-Si decoction on the day of HCG downregulation. Their IVF clinical outcomes were observed. The metabolites changes of kidney qi deficiency syndrome were analyzed in follicular fluid metabolomics using liquid chromatography-mass spectrometry (UPLC-MS/MS). Results The syndrome score of kidney qi deficiency syndrome in the treatment group was significantly improved after treatment (P < 0.01). Compared with the experiment group, the available embryo rate and implantation rate were increased, and the difference was statistically significant (P < 0.05). Progesterone, indoleacrylic acid, 2-propenyl 1-(1-propenylsulfinyl) propyl disulfide, N-acetyltryptophan, decanoylcarnitine, 20a-dihydroprogesterone, testosterone acetate, eicosatrienoic acid, 1H-indole-3-carboxaldehyde, choline, phosphorylcholine, and tryptophan were downregulated in the treatment group. Through pathway analysis, glycerophospholipid metabolism and steroid hormone biosynthesis were regulated in senile patients with kidney qi deficiency after Qi-Zi-Yu-Si decoction intervention. Conclusion Qi-Zi-Yu-Si decoction can effectively improve the IVF outcome and clinical symptoms of senile patients. Follicular fluid metabolites were significantly changed in senile infertile women with kidney qi deficiency, and the mechanism by which kidney-invigorating herbs improve IVF treatment outcomes may be related to glycerophospholipid metabolism and steroid hormone biosynthesis. This study was registered in the Chinese Clinical Trials Registry Platform (ChiCTR1800014422).
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The Mechanism Exploration of Follicular Fluids on Granulose Cell Apoptosis in Endometriosis-Associated Infertility. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6464686. [PMID: 34746304 PMCID: PMC8568523 DOI: 10.1155/2021/6464686] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 10/07/2021] [Indexed: 11/18/2022]
Abstract
Objective To explore the mechanisms of follicular fluids (FFs) on granulose cell (GC) apoptosis in endometriosis-associated infertility. Materials and Methods 60 infertile women were enrolled. The FFs from 30 endometriosis-associated infertility (EI) patients were collected and processed by ELISA hormone assay and proteomic profiling. The ovary GCs collected from 30 tubal-associated infertility (TI) patients were cultured in follicular fluids of endometriosis-associated infertility patients (EI-FFs), and the apoptosis mechanisms were explored by flow cytometry assay, real-time PCR, Western blotting, and protein-protein interaction (PPI) network analysis. Results Our results showed that the expression of 22 specific proteins was significantly different in the FFs from EI and TI patients, and the level of testosterone and anti-Müllerian hormone was not obviously different between the two groups. EI-FFs could accelerate the apoptosis process of granulose cells of tubal-associated infertility patients (TI-GCs) by regulating the expression of 5 apoptosis-related proteins including BCL2, BAX, CASP3, CASP9, and TP53. The correlation of these 22 specific proteins and 5 apoptosis-related proteins was analyzed by PPI, and 5 protein biomarkers (INS, CXCL10, ICAM1, WIF1, and TNFRSF13C) and 5 signaling pathways (cytokine-cytokine receptor interaction, apoptosis, regulation of actin cytoskeleton, MAPK, and p53 signaling pathway) were predicted. Conclusion This research clarified the effect and explored the mechanisms of EI-FFs on the apoptosis of TI-GCs and indicated the protein biomarkers and signaling pathways for further study.
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Lazzarino G, Pallisco R, Bilotta G, Listorti I, Mangione R, Saab MW, Caruso G, Amorini AM, Brundo MV, Lazzarino G, Tavazzi B, Bilotta P. Altered Follicular Fluid Metabolic Pattern Correlates with Female Infertility and Outcome Measures of In Vitro Fertilization. Int J Mol Sci 2021; 22:8735. [PMID: 34445441 PMCID: PMC8395780 DOI: 10.3390/ijms22168735] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 08/03/2021] [Accepted: 08/06/2021] [Indexed: 12/15/2022] Open
Abstract
Nearly 40-50% of infertility problems are estimated to be of female origin. Previous studies dedicated to the analysis of metabolites in follicular fluid (FF) produced contrasting results, although some valuable indexes capable to discriminate control groups (CTRL) from infertile females (IF) and correlate with outcome measures of assisted reproduction techniques were in some instances found. In this study, we analyzed in blind FF of 35 control subjects (CTRL = patients in which inability to obtain pregnancy was exclusively due to a male factor) and 145 IF (affected by: endometriosis, n = 19; polycystic ovary syndrome, n = 14; age-related reduced ovarian reserve, n = 58; reduced ovarian reserve, n = 29; unexplained infertility, n = 14; genetic infertility, n = 11) to determine concentrations of 55 water- and fat-soluble low molecular weight compounds (antioxidants, oxidative/nitrosative stress-related compounds, purines, pyrimidines, energy-related metabolites, and amino acids). Results evidenced that 27/55 of them had significantly different values in IF with respect to those measured in CTRL. The metabolic pattern of these potential biomarkers of infertility was cumulated (in both CTRL and IF) into a Biomarker Score index (incorporating the metabolic anomalies of FF), that fully discriminated CTRL (mean Biomarker Score value = 4.00 ± 2.30) from IF (mean Biomarker Score value = 14.88 ± 3.09, p < 0.001). The Biomarker Score values were significantly higher than those of CTRL in each of the six subgroups of IF. Posterior probability curves and ROC curve indicated that values of the Biomarker Score clustered CTRL and IF into two distinct groups, based on the individual FF metabolic profile. Furthermore, Biomarker Score values correlated with outcome measures of ovarian stimulation, in vitro fertilization, number and quality of blastocysts, clinical pregnancy, and healthy offspring. These results strongly suggest that the biochemical quality of FF deeply influences not only the effectiveness of IVF procedures but also the following embryonic development up to healthy newborns. The targeted metabolomic analysis of FF (using empowered Redox Energy Test) and the subsequent calculation of the Biomarker Score evidenced a set of 27 low molecular weight infertility biomarkers potentially useful in the laboratory managing of female infertility and to predict the success of assisted reproduction techniques.
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Affiliation(s)
- Giacomo Lazzarino
- UniCamillus—Saint Camillus International University of Health Sciences, Via di Sant’Alessandro 8, 00131 Rome, Italy;
| | - Romina Pallisco
- Alma Res Fertility Center, Laboratory of Andrology and Embriology, Via Parenzo 12, 00198 Rome, Italy; (R.P.); (G.B.); (I.L.)
| | - Gabriele Bilotta
- Alma Res Fertility Center, Laboratory of Andrology and Embriology, Via Parenzo 12, 00198 Rome, Italy; (R.P.); (G.B.); (I.L.)
| | - Ilaria Listorti
- Alma Res Fertility Center, Laboratory of Andrology and Embriology, Via Parenzo 12, 00198 Rome, Italy; (R.P.); (G.B.); (I.L.)
| | - Renata Mangione
- Department of Basic Biotechnological Sciences, Intensive and Perioperative Clinics, Catholic University of Rome, Largo F. Vito 1, 00168 Rome, Italy;
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy
| | - Miriam Wissam Saab
- Department of Biomedical and Biotechnological Sciences, Division of Medical Biochemistry, University of Catania, Viale A. Doria 6, 95125 Catania, Italy; (M.W.S.); (A.M.A.)
| | - Giuseppe Caruso
- Department of Drug and Health Sciences, University of Catania, Viale A. Doria 6, 95125 Catania, Italy;
| | - Angela Maria Amorini
- Department of Biomedical and Biotechnological Sciences, Division of Medical Biochemistry, University of Catania, Viale A. Doria 6, 95125 Catania, Italy; (M.W.S.); (A.M.A.)
| | - Maria Violetta Brundo
- Department of Biology, Geology and Environmental Sciences, Section of Animal Biology, University of Catania, Via Androne 81, 95124 Catania, Italy;
| | - Giuseppe Lazzarino
- Department of Biomedical and Biotechnological Sciences, Division of Medical Biochemistry, University of Catania, Viale A. Doria 6, 95125 Catania, Italy; (M.W.S.); (A.M.A.)
- Department of Biomedical and Biotechnological Sciences, LTA-Biotech srl, Viale Don Orione 3D, 95047 Paternò, Italy
| | - Barbara Tavazzi
- Department of Basic Biotechnological Sciences, Intensive and Perioperative Clinics, Catholic University of Rome, Largo F. Vito 1, 00168 Rome, Italy;
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy
| | - Pasquale Bilotta
- Alma Res Fertility Center, Obstetrics and Gynecology, Via Parenzo 12, 00198 Rome, Italy;
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20
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Ortiz CN, Torres-Reverón A, Appleyard CB. Metabolomics in endometriosis: challenges and perspectives for future studies. REPRODUCTION AND FERTILITY 2021; 2:R35-R50. [PMID: 35128453 PMCID: PMC8812441 DOI: 10.1530/raf-20-0047] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 04/01/2021] [Indexed: 12/15/2022] Open
Abstract
Endometriosis is a complex disease characterized by inflammation and the growth of endometrial- like glands and stroma outside the uterine cavity. The pathophysiology of endometriosis is not entirely understood, however, with a prevalence of ~10% of women in their reproductive years, the disease symptoms significantly affect the quality of life of millions of women globally. Metabolomic studies have previously identified specific metabolites that could be a signature of endometriosis. This approach could potentially be used as a non-invasive tool for early diagnosis and provide a better understanding of endometriosis pathophysiology. This review aims to provide insight as to how endometriosis affects the metabolome by reviewing different studies that have used this approach to design follow-up studies. The search query included the term 'endometriosis' in combination with 'metabolomics', 'lipidomics', or 'sphingolipidomics' published between 2012 and 2020. We included studies in humans and animal models. Most studies reported differences in the metabolome of subjects with endometriosis in comparison to healthy controls and used samples taken from serum, endometrial tissue, follicular fluid, urine, peritoneal fluid, or endometrial fluid. Statistically significant metabolites contributed to group separation between patients and healthy controls. Reported metabolites included amino acids, lipids, organic acids, and other organic compounds. Differences in methods, analytical techniques, and the presence of confounding factors can interfere with results and interpretation of data. Metabolomics seems to be a promising tool for identifying significant metabolites in patients with endometriosis. Nonetheless, more investigation is needed in order to understand the significance of the study results.
Lay summary
Endometriosis is a chronic disease affecting the quality of life in one out of every ten women during their reproductive years, causing pain and infertility. It is characterized by inflammation and growth of tissue like the endometrium (uterus lining) outside the uterine cavity. Studies have searched for a predictor of endometriosis-associated changes by observing small molecules necessary for metabolism on a large scale (metabolomics). Metabolomics could serve to resolve one of the biggest challenges that patients with endometriosis face: a delay in diagnosis. In this review, the authors summarize identified potential biomarkers from various bodily fluids and tissues that are characteristic of metabolic processes observed in endometriosis. Biomarkers include cell growth, cell survival, high energy demand, oxidative stress, and fatty acid levels. A metabolomics approach offers promise as a non-invasive tool to identify significant metabolite changes in patients with endometriosis, potentially leading to earlier diagnoses and new opportunities for back-translational strategies.
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Affiliation(s)
- Camila N Ortiz
- Department of Basic Sciences, Ponce Health Sciences University, Ponce Research Institute, Ponce, Puerto Rico, USA
| | | | - Caroline B Appleyard
- Department of Basic Sciences, Ponce Health Sciences University, Ponce Research Institute, Ponce, Puerto Rico, USA
- Department of Internal Medicine, Ponce Health Sciences University, Ponce, Puerto Rico, USA
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21
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Santonastaso M, Mottola F, Iovine C, Colacurci N, Rocco L. Protective Effects of Curcumin on the Outcome of Cryopreservation in Human Sperm. Reprod Sci 2021; 28:2895-2905. [PMID: 33861392 PMCID: PMC8523395 DOI: 10.1007/s43032-021-00572-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 04/02/2021] [Indexed: 02/07/2023]
Abstract
Cryopreservation causes decreased sperm fertility potential due to reactive oxygen species (ROS) production and physical-chemical damage, resulting in reduced sperm viability and motility. The addition of antioxidants to freezing media could protect sperm from cryo-damage, counteracting the harmful effects of ROS. The aim of this study was to assess the effects of curcumin supplementation in freezing medium on preventing cryo-damage in human semen. Semen samples collected from fertile men were cryopreserved in freezing medium supplemented with different concentrations of curcumin (2.5, 5, 10, and 20 μM). After freezing-thawing, sperm parameters, DNA fragmentation, intracellular ROS, and glutathione peroxidase 4 (GPX4) gene expression were evaluated. Supplementation with 20 μM curcumin in freezing medium caused increases in progressive and nonprogressive motility and significant reductions in intracellular ROS and DNA fragmentation in frozen-thawed sperm cells. Following cryopreservation, GPX4 mRNA expression was significantly upregulated in thawed semen supplemented with 20 μM curcumin compared to the control. The results showed that curcumin supplementation in freezing medium was protective against human sperm parameters and sperm DNA, counteracting oxidative damage induced by the freeze-thaw process.
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Affiliation(s)
- Marianna Santonastaso
- Department of Woman, Child and General and Special Surgery, University of Campania "Luigi Vanvitelli", Napoli, Italy
| | - Filomena Mottola
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Concetta Iovine
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Nicola Colacurci
- Department of Woman, Child and General and Special Surgery, University of Campania "Luigi Vanvitelli", Napoli, Italy
| | - Lucia Rocco
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", Caserta, Italy.
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22
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Bhagwat S, Sontakke S, Desai S, Panchal D, Jadhav S, Parte P. N-formyl-l-aspartate: A novel sperm chemoattractant identified in ovulatory phase oviductal fluid using a microfluidic chip. Andrology 2021; 9:1214-1226. [PMID: 33599114 DOI: 10.1111/andr.12988] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 01/23/2021] [Accepted: 02/15/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Chemotaxis, as a mechanism for sperm guidance although known, has been difficult to demonstrate in vitro. Consequently, very few chemoattractants have been identified till date. OBJECTIVES To investigate sperm motility behavior in response to ovulatory (OV) and preovulatory (preOV) oviductal fluid (OF) and identify potential chemotactic metabolites. MATERIALS AND METHODS Intracellular calcium ([Ca2+ ]I ) influx in capacitating sperm was determined by spectrofluorimetry. The chemotactic response of rat caudal sperm to OF from the preOV- and OV- phases of normally cycling female rats was assessed in a microfluidic device developed by us. Hydrophilic metabolites extracted from the OF of both the phases were resolved and identified by LC-MS/MS, followed by data analysis using XCMS and MetaboAnalyst software, and chemotactic potential of the most promising compound was validated using the microfluidic device. RESULTS Spectrofluorimetric analysis depicts a significant increase in sperm [Ca2+ ]I in response to OV-OF. With the microfluidic chemotaxis assay, sperm population shows a significantly increased directionality and velocity to an ascending gradient of 0.06 µg/µl OV-OF compared to preOV-OF. LC-MS/MS of the OFs demonstrates five and four metabolites to be exclusive to the OV-OF and preOV-OF, respectively, and 25 metabolites common to both, of which 14 metabolites, including N-formyl-l-aspartate (NFA), are increased in OV-OF; NFA was tested for its ability to influence sperm movement, and shows chemotaxis potential. DISCUSSION AND CONCLUSION(S) This is the first study that has systematically demonstrated sperm chemotaxis with OV phase rat OF, identified NFA present in this fluid as a novel chemoattractant to sperm, and proven the utility of the device to test putative chemoattractants. It remains to be seen whether NFA is present in the follicular fluid (FF) of infertile women, and whether it may likely be a reason for the failure of natural conception in idiopathic infertile women.
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Affiliation(s)
- Shweta Bhagwat
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Shraddha Sontakke
- Department of Gamete Immunobiology, ICMR-National Institute for Research in Reproductive Health, Parel, Mumbai, India
| | - Sneha Desai
- Department of Gamete Immunobiology, ICMR-National Institute for Research in Reproductive Health, Parel, Mumbai, India
| | - Durva Panchal
- Department of Gamete Immunobiology, ICMR-National Institute for Research in Reproductive Health, Parel, Mumbai, India
| | - Sameer Jadhav
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Priyanka Parte
- Department of Gamete Immunobiology, ICMR-National Institute for Research in Reproductive Health, Parel, Mumbai, India
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Murgia F, Angioni S, D'Alterio MN, Pirarba S, Noto A, Santoru ML, Tronci L, Fanos V, Atzori L, Congiu F. Metabolic Profile of Patients with Severe Endometriosis: a Prospective Experimental Study. Reprod Sci 2021; 28:728-735. [PMID: 33174185 PMCID: PMC7862197 DOI: 10.1007/s43032-020-00370-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 10/21/2020] [Indexed: 12/12/2022]
Abstract
Endometriosis is a common disease affecting women in reproductive age. There are several hypotheses on the pathogenesis of this disease. Often, its lesions and symptoms overlap with those of many other medical and surgical conditions, causing a delay in diagnosis. Metabolomics represents a useful diagnostic tool for the study of metabolic changes during a different physiological or pathological status. We used 1H-NMR to explore metabolic alteration in a cohort of patients with endometriosis in order to contribute to a better understanding of the pathophysiology of the disease and to suggest new useful biomarkers. Thirty-seven patients were recruited for the metabolomic analysis: 22 patients affected by symptomatic endometriosis and 15 not affected by it. Their serum samples were collected and analyzed with 1H-NMR. Multivariate statistical analysis was conducted, followed by univariate and pathway analyses. Partial Least Square Discriminant Analysis (PLS-DA) was performed to determine the presence of any differences between the non-endometriosis and endometriosis samples (R2X = 0.596, R2Y = 0.713, Q2 = 0.635, and p < 0.0001). β-hydroxybutyric acid and glutamine were significantly increased, whereas tryptophan was significantly decreased in the endometriosis patients. ROC curves were built to test the diagnostic power of the metabolites (β-hydroxybutyric acid: AUC = 0.85 CI = 0.71-0.99; glutamine: AUC = 0.83 CI = 0.68-0.98; tryptophan: AUC = 0.75 CI = 0.54-0.95; β-hydroxybutyric acid + glutamine + tryptophan AUC = 0.92 CI = 0.81-1). The metabolomic approach enabled the identification of several metabolic alterations occurring in women with endometriosis. These findings may provide new bases for a better understanding of the pathophysiological mechanisms of the disease and for the discovery of new biomarkers. Trial registration number NCT02337816.
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Affiliation(s)
- Federica Murgia
- Department of Biomedical Sciences, Unit of Clinic Metabolomics, University of Cagliari, Cagliari, Italy
| | - Stefano Angioni
- Department of Surgical Sciences, Division of Gynecology and Obstetrics, University of Cagliari, Cagliari, Italy.
| | - Maurizio Nicola D'Alterio
- Department of Surgical Sciences, Division of Gynecology and Obstetrics, University of Cagliari, Cagliari, Italy
| | - Silvia Pirarba
- Obstetrics and Gynecology, ASSL Lanusei, ATS Sardinia, Lanusei, Italy
| | - Antonio Noto
- Department of Surgical Sciences, Neonatal Intensive Care Unit, Puericulture Institute and Neonatal Section, University of Cagliari, Cagliari, Italy
| | - Maria Laura Santoru
- Department of Biomedical Sciences, Unit of Clinic Metabolomics, University of Cagliari, Cagliari, Italy
| | - Laura Tronci
- Department of Biomedical Sciences, Unit of Clinic Metabolomics, University of Cagliari, Cagliari, Italy
| | - Vassilios Fanos
- Department of Surgical Sciences, Neonatal Intensive Care Unit, Puericulture Institute and Neonatal Section, University of Cagliari, Cagliari, Italy
| | - Luigi Atzori
- Department of Biomedical Sciences, Unit of Clinic Metabolomics, University of Cagliari, Cagliari, Italy
| | - Francesca Congiu
- Obstetrics and Gynecology, ASSL Lanusei, ATS Sardinia, Lanusei, Italy
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Tang T, Lai H, Huang X, Gu L, Shi H. Application of serum markers in diagnosis and staging of ovarian endometriosis. J Obstet Gynaecol Res 2021; 47:1441-1450. [PMID: 33448139 DOI: 10.1111/jog.14654] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 12/01/2020] [Accepted: 12/26/2020] [Indexed: 12/21/2022]
Abstract
AIMS Laparoscopic surgery is widely used for diagnosing ovarian endometriosis but it has medical risks. This study explored the application of blood indicators in diagnosis and staging of ovarian endometriosis, aiming to develop a noninvasive diagnostic method. METHODS A total of 190 ovarian endometriosis patients were included in observation group, among these participants, 77 patients among them were stages I-II, and the rest 113 patients were stages III-IV, and a total of 103 healthy women as control group. Serum biochemical indexes, tumor markers, and cytokines levels in two groups were used for the diagnosis and staging of the disease. Area under the receiver operating characteristic (ROC) curve (AUC) predicted the value of individual and joint tests for indicators. RESULTS Biochemical indexes, namely, alkaline phosphatase (ALP), total protein (TP), and glucose (Glu) could distinguish patients from normal women; and that ALP and Glu could indicate disease staging. In tumor markers, alpha fetoprotein (AFP), carcinoembryonic antigen (CA) 125, CA199 and human epididymis protein 4 (HE4) helped to diagnose endometriosis; CA125, HE4, and cytokeratin 19 fragment (CYFRA21-1) could differentiate stages. In cytokines, vascular endothelial growth factor (VEGF), tumor necrosis factor (TNF)-α, interleukin (IL)-6, soluble fms-like tyrosine kinase receptor 1 (sflt-1), monocyte chemoattractant protein (MCP)-1 therefore, have values to diagnose endometriosis; VEGF, TNF-α, IL-6, and sflt-1 helped to differentiate disease staging. CONCLUSION Serological indicators in ovarian endometriosis patients were different from healthy women, which were of certain differential values in diagnosis and disease staging. The current study provided a novel strategy for endometriosis diagnosis.
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Affiliation(s)
- Ting Tang
- Department of Gynaecology, Ganzhou People's Hospital of Jiangxi Province, Ganzhou, China
| | - Huichao Lai
- Department of Gynaecology, Ganzhou People's Hospital of Jiangxi Province, Ganzhou, China
| | - Xuemei Huang
- Department of Gynaecology, Ganzhou People's Hospital of Jiangxi Province, Ganzhou, China
| | - Liqin Gu
- Department of Gynaecology, Ganzhou People's Hospital of Jiangxi Province, Ganzhou, China
| | - Haiying Shi
- Department of Assisted Reproduction, Ganzhou People's Hospital of Jiangxi Province, Ganzhou, China
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25
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Asampille G, Cheredath A, Joseph D, Adiga SK, Atreya HS. The utility of nuclear magnetic resonance spectroscopy in assisted reproduction. Open Biol 2020; 10:200092. [PMID: 33142083 PMCID: PMC7729034 DOI: 10.1098/rsob.200092] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 10/13/2020] [Indexed: 12/21/2022] Open
Abstract
Infertility affects approximately 15-20% of individuals of reproductive age worldwide. Over the last 40 years, assisted reproductive technology (ART) has helped millions of childless couples. However, ART is limited by a low success rate and risk of multiple gestations. Devising methods for selecting the best gamete or embryo that increases the ART success rate and prevention of multiple gestation has become one of the key goals in ART today. Special emphasis has been placed on the development of non-invasive approaches, which do not require perturbing the embryonic cells, as the current morphology-based embryo selection approach has shortcomings in predicting the implantation potential of embryos. An observed association between embryo metabolism and viability has prompted researchers to develop metabolomics-based biomarkers. Nuclear magnetic resonance (NMR) spectroscopy provides a non-invasive approach for the metabolic profiling of tissues, gametes and embryos, with the key advantage of having a minimal sample preparation procedure. Using NMR spectroscopy, biologically important molecules can be identified and quantified in intact cells, extracts or secretomes. This, in turn, helps to map out the active metabolic pathways in a system. The present review covers the contribution of NMR spectroscopy in assisted reproduction at various stages of the process.
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Affiliation(s)
- Gitanjali Asampille
- Department of Clinical Embryology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal 576104, India
| | - Aswathi Cheredath
- Department of Clinical Embryology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal 576104, India
| | - David Joseph
- NMR Research Centre, Indian Institute of Science, Bangalore 560012, India
- Solid State and Structural Chemistry Unit, Indian Institute of Science, Bangalore 560012, India
| | - Satish K. Adiga
- Department of Clinical Embryology, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal 576104, India
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Pocate-Cheriet K, Santulli P, Kateb F, Bourdon M, Maignien C, Batteux F, Chouzenoux S, Patrat C, Wolf JP, Bertho G, Chapron C. The follicular fluid metabolome differs according to the endometriosis phenotype. Reprod Biomed Online 2020; 41:1023-1037. [PMID: 33046374 DOI: 10.1016/j.rbmo.2020.09.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 08/12/2020] [Accepted: 09/02/2020] [Indexed: 12/11/2022]
Abstract
RESEARCH QUESTION Is there a follicular fluid-specific metabolic profile in deep infiltrating endometriosis (DIE) depending on the presence of an associated ovarian endometrioma (OMA) that could lead to the identification of biomarkers for diagnosis and prognosis of the disease? DESIGN In this prospective cohort study, proton nuclear magnetic resonance (1H-NMR) experiments were carried out on 50 follicular fluid samples from patients presenting with DIE, associated or not associated with an OMA, and 29 follicular fluid samples from patients with infertility caused by a tubal obstruction. RESULTS Concentrations of glucose, citrate, creatine and amino acids such as tyrosine and alanine were lower in women with DIE than control participants, whereas concentrations of lactate, pyruvate, lipids and ketone bodies were higher. Metabolic analysis revealed enhanced concentrations of glycerol and ketone bodies in patients with OMA, indicative of an activation of lipolysis followed by beta-oxidation. Concentrations of lactate and pyruvate were increased in patients without OMA, whereas the concentration of glucose was decreased, highlighting activation of the anaerobic glycolysis pathway. Differences in concentrations of amino acids such as threonine and glutamine were also statistically relevant in discriminating between the presence or absence of OMA. CONCLUSIONS Results indicate a mitochondrial dysregulation in endometriosis phenotypes, with a modified balance between anaerobic glycolysis and beta-oxidation in OMA phenotypes that could affect the fertility of women with endometriosis. As the composition of the follicular fluid has been shown to be correlated with oocyte development and outcome of implantation after fertilization, these findings may help explain the high level of infertility in these patients.
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Affiliation(s)
- Khaled Pocate-Cheriet
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Service d'Histologie-Embryologie-Biologie de la Reproduction, Paris, France; Département "Développement, Reproduction et Cancer", Institut Cochin, INSERM U1016, Université de Paris, Paris, France.
| | - Pietro Santulli
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Département "Développement, Reproduction et Cancer", Institut Cochin, INSERM U1016, Université de Paris, Paris, France; Département de Gynécologie Obstétrique II et Médecine de la Reproduction, Paris, France
| | - Fatiha Kateb
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques, UMR 8601-CNRS, Université de Paris, Campus Saint-Germain-des-Prés, Paris, France
| | - Mathilde Bourdon
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Département "Développement, Reproduction et Cancer", Institut Cochin, INSERM U1016, Université de Paris, Paris, France; Département de Gynécologie Obstétrique II et Médecine de la Reproduction, Paris, France
| | - Chloé Maignien
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Département de Gynécologie Obstétrique II et Médecine de la Reproduction, Paris, France
| | - Frédéric Batteux
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Département "Développement, Reproduction et Cancer", Institut Cochin, INSERM U1016, Université de Paris, Paris, France; Service d'Immunologie Biologique, Paris, France
| | - Sandrine Chouzenoux
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Département "Développement, Reproduction et Cancer", Institut Cochin, INSERM U1016, Université de Paris, Paris, France
| | - Catherine Patrat
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Service d'Histologie-Embryologie-Biologie de la Reproduction, Paris, France
| | - Jean Philippe Wolf
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Service d'Histologie-Embryologie-Biologie de la Reproduction, Paris, France
| | - Gildas Bertho
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques, UMR 8601-CNRS, Université de Paris, Campus Saint-Germain-des-Prés, Paris, France
| | - Charles Chapron
- Université de Paris, Faculté de Médecine, Paris, France; Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Cochin (HUPC), Centre Hospitalier Paris Centre, Paris, France; Département "Développement, Reproduction et Cancer", Institut Cochin, INSERM U1016, Université de Paris, Paris, France; Département de Gynécologie Obstétrique II et Médecine de la Reproduction, Paris, France
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Endometriosis Lowers the Cumulative Live Birth Rates in IVF by Decreasing the Number of Embryos but Not Their Quality. J Clin Med 2020; 9:jcm9082478. [PMID: 32752267 PMCID: PMC7464781 DOI: 10.3390/jcm9082478] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 07/24/2020] [Accepted: 07/28/2020] [Indexed: 12/11/2022] Open
Abstract
Endometriosis and infertility are closely linked, but the underlying mechanisms are still poorly understood. This study aimed to evaluate the impact of endometriosis on in vitro fertilization (IVF) parameters, especially on embryo quality and IVF outcomes. A total of 1124 cycles with intracytoplasmic sperm injection were retrospectively evaluated, including 155 cycles with endometriosis and 969 cycles without endometriosis. Women with endometriosis had significantly lower ovarian reserve markers (AMH and AFC), regardless of previous ovarian surgery. Despite receiving significantly higher doses of exogenous gonadotropins, they had significantly fewer oocytes, mature oocytes, embryos, and top-quality embryos than women in the control group. Multivariate analysis did not reveal any association between endometriosis and the proportion of top-quality embryo (OR = 0.87; 95% CI [0.66-1.12]; p = 0.3). The implantation rate and the live birth rate per cycle were comparable between the two groups (p = 0.05), but the cumulative live births rate was significantly lower in in the endometriosis group (32.1% versus 50.7%, p = 0.001), as a consequence of the lower number of frozen embryos. In conclusion, endometriosis lowers the cumulative live birth rates by decreasing the number of embryos available to transfer, but not their quality.
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28
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Govorov I, Sitkin S, Pervunina T, Moskvin A, Baranenko D, Komlichenko E. Metabolomic Biomarkers in Gynecology: A Treasure Path or a False Path? Curr Med Chem 2020; 27:3611-3622. [PMID: 30608036 DOI: 10.2174/0929867326666190104124245] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 12/21/2018] [Accepted: 12/31/2018] [Indexed: 12/27/2022]
Abstract
Omic-technologies (genomics, transcriptomics, proteomics and metabolomics) have become more important in current medical science. Among them, it is metabolomics that most accurately reflects the minor changes in body functioning, as it focuses on metabolome - the group of the metabolism products, both intermediate and end. Therefore, metabolomics is actively engaged in fundamental and clinical studies and search for potential biomarkers. The biomarker could be used in diagnostics, management and stratification of the patients, as well as in prognosing the outcomes. The good example is gynecology, since many gynecological diseases lack effective biomarkers. In the current review, we aimed to summarize the results of the studies, devoted to the search of potential metabolomic biomarkers for the most common gynecological diseases.
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Affiliation(s)
- Igor Govorov
- Institute of Perinatology and Pediatric, Almazov National Medical Research Centre, Saint-Petersburg 197341, Russian Federation.,International Research Centre "Biotechnologies of the Third Millennium", ITMO University, Saint-Petersburg 197341, Russian Federation
| | - Stanislav Sitkin
- Institute of Perinatology and Pediatric, Almazov National Medical Research Centre, Saint-Petersburg 197341, Russian Federation.,International Research Centre "Biotechnologies of the Third Millennium", ITMO University, Saint-Petersburg 197341, Russian Federation.,North-Western State Medical University named after I.I. Mechnikov, St. Petersburg 191015, Russian Federation
| | - Tatyana Pervunina
- Institute of Perinatology and Pediatric, Almazov National Medical Research Centre, Saint-Petersburg 197341, Russian Federation.,International Research Centre "Biotechnologies of the Third Millennium", ITMO University, Saint-Petersburg 197341, Russian Federation
| | - Alexey Moskvin
- International Research Centre "Biotechnologies of the Third Millennium", ITMO University, Saint-Petersburg 197341, Russian Federation
| | - Denis Baranenko
- International Research Centre "Biotechnologies of the Third Millennium", ITMO University, Saint-Petersburg 197341, Russian Federation
| | - Eduard Komlichenko
- Institute of Perinatology and Pediatric, Almazov National Medical Research Centre, Saint-Petersburg 197341, Russian Federation.,International Research Centre "Biotechnologies of the Third Millennium", ITMO University, Saint-Petersburg 197341, Russian Federation
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Bouet PE, Chao de la Barca JM, Boucret L, Descamps P, Legendre G, Hachem HE, Blanchard S, Jeannin P, Reynier P, May-Panloup P. Elevated Levels of Monocyte Chemotactic Protein-1 in the Follicular Fluid Reveals Different Populations among Women with Severe Endometriosis. J Clin Med 2020; 9:jcm9051306. [PMID: 32370059 PMCID: PMC7291127 DOI: 10.3390/jcm9051306] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 04/27/2020] [Accepted: 04/28/2020] [Indexed: 12/12/2022] Open
Abstract
To determine if a modification of the cytokine profile occurs in the follicular fluid (FF) of women with endometriosis undergoing in vitro fertilization (IVF), we performed a prospective observational study from January 2018 to February 2019. In total, 87 women undergoing IVF were included: 43 for severe endometriosis-related infertility and 40 controls with other causes of infertility. The cytokine profile of the FF was determined by multiplex fluorescent-bead-based technology allowing the measurement of 59 cytokines. Monocyte Chemoattractant Protein 1 (MCP-1) was the only variable retained in the multivariate analysis. We identified two subgroups of patients in the endometriosis group: MCP-1-low group (n = 23), which had FF MCP-1 levels comparable to the control group, and MCP-1-high (n = 20), which had significantly higher FF levels. Only patients in the MCP-1-high group had a significantly altered cytokine profile in the FF, and had a significantly higher serum estradiol level (p = 0.002) and a significantly lower number of oocytes recovered (p = 0.01) compared to the MCP-1-low and the control group. Our study has shown an alteration of the oocyte microenvironment in women with endometriosis associated with high follicular fluid levels of MCP-1, allowing the identification of a subgroup of endometriosis patients with a potentially worse prognosis.
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Affiliation(s)
- Pierre-Emmanuel Bouet
- Département de Médecine de la Reproduction, Centre Hospitalier Universitaire, 49000 Angers, France; (P.D.); (G.L.)
- Unité Mixte de Recherche MITOVASC, Equipe Mitolab, Centre National de la Recherche Scientifique 6015, Institut National de la Santé et de la Recherche Médicale U1083, Université d’Angers, 49000 Angers, France; (J.-M.C.d.l.B.); (L.B.); (P.R.); (P.M.-P.)
- Correspondence: ; Tel.: +33-241354213
| | - Juan-Manuel Chao de la Barca
- Unité Mixte de Recherche MITOVASC, Equipe Mitolab, Centre National de la Recherche Scientifique 6015, Institut National de la Santé et de la Recherche Médicale U1083, Université d’Angers, 49000 Angers, France; (J.-M.C.d.l.B.); (L.B.); (P.R.); (P.M.-P.)
- Département de Biochimie et Génétique, Centre Hospitalier Universitaire, 49000 Angers, France
| | - Lisa Boucret
- Unité Mixte de Recherche MITOVASC, Equipe Mitolab, Centre National de la Recherche Scientifique 6015, Institut National de la Santé et de la Recherche Médicale U1083, Université d’Angers, 49000 Angers, France; (J.-M.C.d.l.B.); (L.B.); (P.R.); (P.M.-P.)
- Département de Biologie de la Reproduction, Centre Hospitalier Universitaire, 49000 Angers, France
| | - Philippe Descamps
- Département de Médecine de la Reproduction, Centre Hospitalier Universitaire, 49000 Angers, France; (P.D.); (G.L.)
| | - Guillaume Legendre
- Département de Médecine de la Reproduction, Centre Hospitalier Universitaire, 49000 Angers, France; (P.D.); (G.L.)
| | - Hady El Hachem
- Département de Médecine de la Reproduction, Centre Médical Clemenceau, 1103 Beyrouth, Liban;
| | - Simon Blanchard
- Département d’Immunologie et d’Allergologie, Centre Hospitalier Universitaire, 49000 Angers, France; (S.B.); (P.J.)
- Unité Mixte de Recherche CRCINA, Institut National de la Santé et de la Recherche Médicale, Université d’Angers, 49000 Angers, France
| | - Pascale Jeannin
- Département d’Immunologie et d’Allergologie, Centre Hospitalier Universitaire, 49000 Angers, France; (S.B.); (P.J.)
- Unité Mixte de Recherche CRCINA, Institut National de la Santé et de la Recherche Médicale, Université d’Angers, 49000 Angers, France
| | - Pascal Reynier
- Unité Mixte de Recherche MITOVASC, Equipe Mitolab, Centre National de la Recherche Scientifique 6015, Institut National de la Santé et de la Recherche Médicale U1083, Université d’Angers, 49000 Angers, France; (J.-M.C.d.l.B.); (L.B.); (P.R.); (P.M.-P.)
- Département de Biochimie et Génétique, Centre Hospitalier Universitaire, 49000 Angers, France
| | - Pascale May-Panloup
- Unité Mixte de Recherche MITOVASC, Equipe Mitolab, Centre National de la Recherche Scientifique 6015, Institut National de la Santé et de la Recherche Médicale U1083, Université d’Angers, 49000 Angers, France; (J.-M.C.d.l.B.); (L.B.); (P.R.); (P.M.-P.)
- Département de Biologie de la Reproduction, Centre Hospitalier Universitaire, 49000 Angers, France
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Xu H, Zhao J, Lu J, Sun X. Ovarian endometrioma infiltrating neutrophils orchestrate immunosuppressive microenvironment. J Ovarian Res 2020; 13:44. [PMID: 32334621 PMCID: PMC7183111 DOI: 10.1186/s13048-020-00642-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Accepted: 03/31/2020] [Indexed: 01/08/2023] Open
Abstract
Background Ovarian endometrioma (EM) lesions not only have overwhelmed the amount of infiltrating immune cells but also display immunosuppressive phenotype. The close relationship between neutrophils and the pathogenesis of endometriosis has been demonstrated. The present study aims to elucidate whether or not neutrophils are involved in the regulation of immunosuppressive microenvironment in ovarian endometrioma. Methods Immunochemistry (IHC) and flow cytometry analysis (FACS) were conducted to measure CD66b expression in ovarian endometrioma samples from EM patients. The correlation between percentage of CD66b and PD1 + CD8+, TIM3 + CD8+, CTLA4 + CD8+, IFN-γ + CD8+ of CD45+ cells were analyzed. Neutrophil survival and PD-L1 expression were determined under the stimulations of ovarian endometrioma conditional supernatants (OECS). Finally, CD8+ T cell’s proliferation and IFN-γ expression were detected under co-cultured with OECS cultured neutrophils stimulated with the α-CD3/α-CD28 antibody. Results IHC and FACS results revealed correlation between the counts of neutrophils and the severity of ovarian endometrioma. The percentage of CD66b + cells was positively correlated with PD1 + CD8+, TIM3 + CD8+ and CTLA4 + CD8+ of CD45+ cells in ovarian endometrioma. OECS promoted neutrophils’ survival and enhanced PD-L1 expression. OECS cultured neutrophils inhibited proliferation and activity of autologous T cells. Conclusions Neutrophils play a crucial role in the progression of ovarian endometrioma by orchestrated the immunosuppressive microenvironment under the PD-1/PD-L1 axis.
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Affiliation(s)
- Hua Xu
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China.,Shanghai Ji Ai Genetics and IVF Institute, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China
| | - Jing Zhao
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China
| | - Jiaqi Lu
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China. .,Department of Gynecology, Second People's Hospital in Kashgar, Xinjiang Uyhur Autonomous Region. No.1, Health Road, Kashgar, 844000, Xinjiang, China.
| | - Xiaoxi Sun
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China. .,Shanghai Ji Ai Genetics and IVF Institute, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China. .,Key laboratory of Female Reproductive endocrine Related Diseases, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200011, China.
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Miller JS, Rodriguez-Saona L, Hackshaw KV. Metabolomics in Central Sensitivity Syndromes. Metabolites 2020; 10:E164. [PMID: 32344505 PMCID: PMC7240948 DOI: 10.3390/metabo10040164] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/11/2020] [Accepted: 04/19/2020] [Indexed: 01/09/2023] Open
Abstract
Central sensitization syndromes are a collection of frequently painful disorders that contribute to decreased quality of life and increased risk of opiate abuse. Although these disorders cause significant morbidity, they frequently lack reliable diagnostic tests. As such, technologies that can identify key moieties in central sensitization disorders may contribute to the identification of novel therapeutic targets and more precise treatment options. The analysis of small molecules in biological samples through metabolomics has improved greatly and may be the technology needed to identify key moieties in difficult to diagnose diseases. In this review, we discuss the current state of metabolomics as it relates to central sensitization disorders. From initial literature review until Feb 2020, PubMed, Embase, and Scopus were searched for applicable studies. We included cohort studies, case series, and interventional studies of both adults and children affected by central sensitivity syndromes. The majority of metabolomic studies addressing a CSS found significantly altered metabolites that allowed for differentiation of CSS patients from healthy controls. Therefore, the published literature overwhelmingly supports the use of metabolomics in CSS. Further research into these altered metabolites and their respective metabolic pathways may provide more reliable and effective therapeutics for these syndromes.
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Affiliation(s)
- Joseph S. Miller
- Department of Medicine, Ohio University Heritage College of Osteopathic Medicine, Dublin, OH 43016, USA;
| | - Luis Rodriguez-Saona
- Department of Food Science and Technology, Ohio State University, Columbus, OH 43210, USA;
| | - Kevin V. Hackshaw
- Department of Internal Medicine, Division of Rheumatology, Dell Medical School, The University of Texas, 1701 Trinity St, Austin, TX 78712, USA
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Bouet PE, Chao de la Barca JM, El Hachem H, Descamps P, Legendre G, Reynier P, May-Panloup P. Metabolomics shows no impairment of the microenvironment of the cumulus–oocyte complex in women with isolated endometriosis. Reprod Biomed Online 2019; 39:885-892. [DOI: 10.1016/j.rbmo.2019.08.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 07/18/2019] [Accepted: 08/06/2019] [Indexed: 12/21/2022]
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Borges Jr. E, Montani DA, Setti AS, Zanetti BF, Figueira RDCS, Iaconelli Jr. A, Oliveira-Silva D, Braga DPDAF. Serum metabolites as predictive molecular markers of ovarian response to controlled stimulation: a pilot study. JBRA Assist Reprod 2019; 23:323-327. [PMID: 31173494 PMCID: PMC6798585 DOI: 10.5935/1518-0557.20190008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 12/10/2018] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE This study aimed to look into the use of serum metabolites as potential biomarkers of response to controlled ovarian stimulation (COS) in patients undergoing intracytoplasmic sperm injection (ICSI) cycles. METHODS This case-control study analyzed serum samples from 30 patients aged <36 years undergoing COS for ICSI in a university-affiliated assisted reproduction center from January 2017 to August 2017. The samples were split into three groups based on response to COS as follows: poor responders: <4 retrieved oocytes (PR group, n=10); normal responders: ≥ 8 and ≤ 12 retrieved oocytes (NR group, n=10); and hyper-responders: >25 retrieved oocytes (HR, n=10). The metabolic profiles of the serum samples were compared between the groups through Principal Component Analysis (PCA). Receiver Operating Characteristic (ROC) curves were built to assess the power of the model at predicting response to COS. RESULTS PCA clearly distinguished between PR, NR and HR, and 10 ions were chosen as potential biomarkers of response to COS. These ions were more specific for PR than for NR. The ROC curve considering PR and NR had an area under the curve of 99.6% (95% CI: 88.9 - 100%). CONCLUSION The preliminary evidence discussed in this study suggests that serum metabolites may be used as predictive molecular markers of ovarian response to controlled stimulation. The integration of clinical and "omics" findings may allow the migration toward an era of personalized treatment in reproductive medicine.
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Affiliation(s)
- Edson Borges Jr.
- Fertility Medical Group. São Paulo, SP - Brazil
- Instituto Sapientiae - Centro de Estudos e Pesquisa em
Reprodução Assistida. São Paulo, SP - Brazil
| | - Daniela Antunes Montani
- Grupo de Bio-orgânica e Bioanalítica. Departamento de
Química - Instituto de Ciências Ambientais, Químicas e
Farmacêuticas – UNIFESP Diadema Campus, Diadema, SP - Brazil
| | - Amanda Souza Setti
- Fertility Medical Group. São Paulo, SP - Brazil
- Instituto Sapientiae - Centro de Estudos e Pesquisa em
Reprodução Assistida. São Paulo, SP - Brazil
| | - Bianca Ferrarini Zanetti
- Fertility Medical Group. São Paulo, SP - Brazil
- Instituto Sapientiae - Centro de Estudos e Pesquisa em
Reprodução Assistida. São Paulo, SP - Brazil
| | - Rita de Cássia Sávio Figueira
- Fertility Medical Group. São Paulo, SP - Brazil
- Instituto Sapientiae - Centro de Estudos e Pesquisa em
Reprodução Assistida. São Paulo, SP - Brazil
| | - Assumpto Iaconelli Jr.
- Fertility Medical Group. São Paulo, SP - Brazil
- Instituto Sapientiae - Centro de Estudos e Pesquisa em
Reprodução Assistida. São Paulo, SP - Brazil
| | - Diogo Oliveira-Silva
- Grupo de Bio-orgânica e Bioanalítica. Departamento de
Química - Instituto de Ciências Ambientais, Químicas e
Farmacêuticas – UNIFESP Diadema Campus, Diadema, SP - Brazil
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Braga DPAF, Montani DA, Setti AS, Turco EGL, Oliveira-Silva D, Borges E. Metabolomic profile as a noninvasive adjunct tool for the diagnosis of Grades III and IV endometriosis-related infertility. Mol Reprod Dev 2019; 86:1044-1052. [PMID: 31215101 DOI: 10.1002/mrd.23221] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 04/18/2019] [Accepted: 05/16/2019] [Indexed: 01/09/2023]
Abstract
The aim of the present case-control study was to develop a noninvasive adjuvant tool for the diagnosis of endometriosis. Serum samples from 100 patients undergoing intracytoplasmic sperm injection were split into two groups according to the cause of infertility: an endometriosis group (n = 50), consisting of samples derived from patients with Grade III and IV endometriosis, and a control group (n = 50), comprising samples derived from patients with isolated male factor infertility. The metabolomic profile of each sample was obtained, through mass spectrometry. Partial least squares discriminant analysis was able to clearly classify the endometriosis and control groups. Ten potential biomarkers were selected based on their importance for model prediction. These ions were used to build the receiver-operating characteristic curve, which presented an area under the curve of 0.904 (95% confidence interval: 0.796-0.985). To validate the model, 30 other samples from infertile women without any evidence of endometriosis were tested. Considering these ions as possible biomarkers, the model was able to correctly classify 84% of the patients. Finally, a similar prediction potential was observed in the model validated set, when samples from the disease-free group were tested. Serum metabolomics may be useful as a noninvasive adjunct tool for the selection of patients who must undergo laparoscopy for definitive endometriosis diagnosis.
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Affiliation(s)
- Daniela P A F Braga
- Departamento de Pesquisa Científica, Fertility Medical Group, São Paulo, Brazil
| | - Daniela A Montani
- Departamento de Química Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo-UNIFESP, Diadema, Brazil
| | - Amanda S Setti
- Departamento de Pesquisa Científica, Fertility Medical Group, São Paulo, Brazil
| | - Edson G Lo Turco
- Departamento de Cirurgia, Disciplina de Urologia, Universidade Federal de São Paulo-UNIFESP, São Paulo, Brazil
| | - Diogo Oliveira-Silva
- Departamento de Química Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo-UNIFESP, Diadema, Brazil
| | - Edson Borges
- Departamento de Química Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo-UNIFESP, Diadema, Brazil
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Castiglione Morelli MA, Iuliano A, Schettini SCA, Petruzzi D, Ferri A, Colucci P, Viggiani L, Cuviello F, Ostuni A. NMR metabolic profiling of follicular fluid for investigating the different causes of female infertility: a pilot study. Metabolomics 2019; 15:19. [PMID: 30830455 DOI: 10.1007/s11306-019-1481-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 01/21/2019] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Several metabolomics studies have correlated follicular fluid (FF) metabolite composition with oocyte competence to fertilization, embryo development and pregnancy but there is a scarcity of research examining the metabolic effects of various gynaecological diseases. OBJECTIVES In this study we aimed to analyze and correlate the metabolic profile of FF from women who were following in vitro fertilization (IVF) treatments with their different infertility pathologies. METHODS We selected 53 women undergoing IVF who were affected by: tubal diseases, unexplained infertility, endometriosis, polycystic ovary syndrome (PCOS). FF of the study participants was collected at the time of oocytes retrieval. Metabolomic analysis of FF was performed by nuclear magnetic resonance (NMR) spectroscopy. RESULTS FF presents some significant differences in various infertility pathologies. Although it was not possible to discriminate between FF of control participants and women with tubal diseases and unexplained infertility, comparison of FF metabolic profile from control women with patients with endometriosis and PCOS revealed significant differences in some metabolites that can be correlated to the causes of infertility. CONCLUSION NMR-based metabolic profiling may be successfully applied to find diagnostic biomarkers for PCOS and endometriosis and it might be also used to predict oocyte developmental potential and subsequent outcome.
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Affiliation(s)
| | - Assunta Iuliano
- Center for Reproductive Medicine of "San Carlo" Hospital, via Potito Petrone, 85100, Potenza, Italy
| | | | - Donatina Petruzzi
- Center for Reproductive Medicine of "San Carlo" Hospital, via Potito Petrone, 85100, Potenza, Italy
| | - Angela Ferri
- Center for Reproductive Medicine of "San Carlo" Hospital, via Potito Petrone, 85100, Potenza, Italy
| | - Paola Colucci
- Center for Reproductive Medicine of "San Carlo" Hospital, via Potito Petrone, 85100, Potenza, Italy
| | - Licia Viggiani
- Department of Sciences, University of Basilicata, viale Ateneo Lucano 10, 85100, Potenza, Italy
| | - Flavia Cuviello
- Department of Sciences, University of Basilicata, viale Ateneo Lucano 10, 85100, Potenza, Italy
| | - Angela Ostuni
- Department of Sciences, University of Basilicata, viale Ateneo Lucano 10, 85100, Potenza, Italy.
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Joseph S, Mahale SD. Endometriosis Knowledgebase: a gene-based resource on endometriosis. Database (Oxford) 2019; 2019:baz062. [PMID: 31169291 PMCID: PMC6551373 DOI: 10.1093/database/baz062] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 03/14/2019] [Accepted: 04/16/2019] [Indexed: 12/13/2022]
Abstract
Endometriosis is a complex, benign, estrogen-dependent gynecological disorder with an incidence of ~10% women in reproductive age. The implantation and growth of endometrial cells outside the uterus leads to the development of endometriosis. Endometriosis is also associated with comorbid conditions like cardiovascular and autoimmune diseases. The absence of non-invasive diagnostic markers, delayed diagnosis, high risk of recurrence of the disease on surgical removal of the tissue and absence of a definitive cure for endometriosis makes it imperative to gain insights into the complex etiology of endometriosis. A plethora of genes identified from blood and endometrial biopsies, involved in different pathways like steroid metabolism, angiogenesis, inflammation, etc. have been associated with endometriosis. However, the exact mechanism and genetic etiology of endometriosis still remain unclear. The polygenic nature of the disease, incongruent phenotypic manifestations in different ethnic populations and information scattered in literature makes it difficult to delineate the sub-network of genes that will aid in disease diagnosis and effective treatment. Endometriosis Knowledgebase is a manually curated database with information on genes associated with endometriosis. It holds information on 831 genes, their associated polymorphisms, gene ontologys, pathways and diseases. Genes in the database are enriched in pathways important for cell signaling, immune regulation and reproduction. A genetic overlap is seen between endometriosis and cancers, endocrine/reproductive, nervous system, immune and metabolic diseases. Network analysis of genes in the Endometriosis Knowledgebase helped predict 13 new candidate genes for endometriosis. These genes were found to be enriched in biological processes associated with endometriosis. The Endometriosis Knowledgebase and incorporated tools for gene and sequence-based analysis will benefit both researchers and clinicians working in the realm of reproductive biology.
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Affiliation(s)
- Shaini Joseph
- ICMR-Biomedical Informatics Center, National Institute for Research in Reproductive Health, J.M. Street, Parel, Mumbai, India
| | - Smita D Mahale
- ICMR-Biomedical Informatics Center, National Institute for Research in Reproductive Health, J.M. Street, Parel, Mumbai, India
- Division of Structural Biology, National Institute for Research in Reproductive Health, J.M. Street, Parel, Mumbai, India
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Castiglione Morelli MA, Iuliano A, Schettini SCA, Petruzzi D, Ferri A, Colucci P, Viggiani L, Cuviello F, Ostuni A. NMR metabolomics study of follicular fluid in women with cancer resorting to fertility preservation. J Assist Reprod Genet 2018; 35:2063-2070. [PMID: 30069850 PMCID: PMC6240554 DOI: 10.1007/s10815-018-1281-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 07/24/2018] [Indexed: 01/01/2023] Open
Abstract
PURPOSE The purpose of this study was to evaluate the possible application of metabolomics to identify follicular fluid changes in cancer patients undergoing fertility preservation. Although metabolomics have been applied already in cancer studies, this is the first application on follicular fluid of cancer patients. METHODS We selected for the study ten patients with breast cancer and lymphoma who resorted to oocyte cryopreservation to preserve fertility and ten healthy women undergoing in vitro fertilization treatments. Follicular fluid was collected at the time of oocytes retrieval. Metabolomic analysis of follicular fluids was performed by 1H-nuclear magnetic resonance (NMR) spectroscopy in combination with multivariate analysis to interpret the spectral data. Univariate statistical analysis was applied to find correlations between patients' features and metabolites identified by NMR. RESULTS Partial least squares discriminant analysis allowed to discriminate samples from cancer patients and healthy controls. Univariate statistical analysis found significant correlations between patients' features and metabolites identified by NMR. This finding allowed to identify biomarkers to differentiate both healthy controls from cancer patients and the two different classes of oncological patients. CONCLUSION The follicular fluids of cancer patients display significant metabolic alterations in comparison to healthy subjects. NMR-based metabolomics could be a valid prognostic tool for identifying and selecting the best cryopreserved oocytes and improving the outcome prediction in cancer women undergoing in vitro fertilization.
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Affiliation(s)
| | - Assunta Iuliano
- Center for Reproductive Medicine of "San Carlo" Hospital, Potenza, Italy
| | | | - Donatina Petruzzi
- Center for Reproductive Medicine of "San Carlo" Hospital, Potenza, Italy
| | - Angela Ferri
- Center for Reproductive Medicine of "San Carlo" Hospital, Potenza, Italy
| | - Paola Colucci
- Center for Reproductive Medicine of "San Carlo" Hospital, Potenza, Italy
| | - Licia Viggiani
- Department of Sciences, University of Basilicata, viale Ateneo Lucano 10, 85100, Potenza, Italy
| | - Flavia Cuviello
- Department of Sciences, University of Basilicata, viale Ateneo Lucano 10, 85100, Potenza, Italy
| | - Angela Ostuni
- Department of Sciences, University of Basilicata, viale Ateneo Lucano 10, 85100, Potenza, Italy.
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Kirwan JA, Brennan L, Broadhurst D, Fiehn O, Cascante M, Dunn WB, Schmidt MA, Velagapudi V. Preanalytical Processing and Biobanking Procedures of Biological Samples for Metabolomics Research: A White Paper, Community Perspective (for "Precision Medicine and Pharmacometabolomics Task Group"-The Metabolomics Society Initiative). Clin Chem 2018; 64:1158-1182. [PMID: 29921725 DOI: 10.1373/clinchem.2018.287045] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 05/01/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND The metabolome of any given biological system contains a diverse range of low molecular weight molecules (metabolites), whose abundances can be affected by the timing and method of sample collection, storage, and handling. Thus, it is necessary to consider the requirements for preanalytical processes and biobanking in metabolomics research. Poor practice can create bias and have deleterious effects on the robustness and reproducibility of acquired data. CONTENT This review presents both current practice and latest evidence on preanalytical processes and biobanking of samples intended for metabolomics measurement of common biofluids and tissues. It highlights areas requiring more validation and research and provides some evidence-based guidelines on best practices. SUMMARY Although many researchers and biobanking personnel are familiar with the necessity of standardizing sample collection procedures at the axiomatic level (e.g., fasting status, time of day, "time to freezer," sample volume), other less obvious factors can also negatively affect the validity of a study, such as vial size, material and batch, centrifuge speeds, storage temperature, time and conditions, and even environmental changes in the collection room. Any biobank or research study should establish and follow a well-defined and validated protocol for the collection of samples for metabolomics research. This protocol should be fully documented in any resulting study and should involve all stakeholders in its design. The use of samples that have been collected using standardized and validated protocols is a prerequisite to enable robust biological interpretation unhindered by unnecessary preanalytical factors that may complicate data analysis and interpretation.
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Affiliation(s)
- Jennifer A Kirwan
- Berlin Institute of Health, Berlin, Germany; .,Max Delbrück Center for Molecular Medicine, Berlin-Buch, Germany
| | - Lorraine Brennan
- UCD School of Agriculture and Food Science, Institute of Food and Health, UCD, Dublin, Ireland
| | | | - Oliver Fiehn
- NIH West Coast Metabolomics Center, UC Davis, Davis, CA
| | - Marta Cascante
- Department of Biochemistry and Molecular Biomedicine and IBUB, Universitat de Barcelona, Barcelona and Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBER-EHD), Madrid, Spain
| | - Warwick B Dunn
- School of Biosciences and Phenome Centre Birmingham, University of Birmingham, Birmingham, UK
| | - Michael A Schmidt
- Advanced Pattern Analysis and Countermeasures Group, Research Innovation Center, Colorado State University, Fort Collins, CO.,Sovaris Aerospace, LLC, Boulder, CO
| | - Vidya Velagapudi
- Metabolomics Unit, Institute for Molecular Medicine FIMM, HiLIFE, University of Helsinki, Helsinki, Finland.
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Li J, Guan L, Zhang H, Gao Y, Sun J, Gong X, Li D, Chen P, Liang X, Huang M, Bi H. Endometrium metabolomic profiling reveals potential biomarkers for diagnosis of endometriosis at minimal-mild stages. Reprod Biol Endocrinol 2018; 16:42. [PMID: 29712562 PMCID: PMC5928574 DOI: 10.1186/s12958-018-0360-z] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Accepted: 04/24/2018] [Indexed: 11/10/2022] Open
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.
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Affiliation(s)
- Jingjie Li
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lihuan Guan
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China
| | - Huizhen Zhang
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China
| | - Yue Gao
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China
| | - Jiahong Sun
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China
| | - Xiao Gong
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Dongshun Li
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China
| | - Pan Chen
- Pharmacy Department, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoyan Liang
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Min Huang
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China
| | - Huichang Bi
- School of Pharmaceutical Sciences in Sun Yat-sen University, 132# Waihuandong Road, Guangzhou, University City, Guangzhou, 510006, People's Republic of China.
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