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Zheng J, Tang X, Han TL, Zhang C, Zhang S. Metabolomics analysis of serum metabolites during endometrial transformation: association with recurrent implantation failure in hormonal replacement therapy-frozen embryo transfers cycles. J Assist Reprod Genet 2023; 40:2473-2483. [PMID: 37568040 PMCID: PMC10504182 DOI: 10.1007/s10815-023-02904-x] [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: 03/21/2023] [Accepted: 08/01/2023] [Indexed: 08/13/2023] Open
Abstract
PURPOSE The purpose of this study was to investigate alterations in serum metabolites during endometrial transformation and possible associations with recurrent implantation failure (RIF) in hormonal replacement therapy (HRT)-frozen embryo transfer (FET) cycles. METHODS We performed a prospective study involving 100 patients scheduled for HRT-FET cycles during January 2022 to April 2022. Blood serum samples were collected on the day of progesterone administration (dPA) and on the third day of progesterone administration (d3PA). Gas chromatography-mass spectrometry (GC-MS) analysis was performed to identify and quantify serum metabolites. A nested case-control study including 19 RIF patients and 19 matching controls was conducted to explore the predictive value of serum metabolites for RIF. Partial least squares discriminant analysis (PLS-DA) and receiver operating characteristic (ROC) curve analysis were performed to establish prediction models. MAIN RESULTS We identified 105 serum metabolites, with 76 of them exhibiting significant alterations during the initial 3 days of endometrial transformation. Metabolites involved in amino acid metabolism and tricarboxylic acid (TCA) cycle showed lower levels during endometrial transformation. In the nested case-control study, the prediction model based on the ratio of serum metabolites between d3PA and dPA showed the highest area under the ROC curve (AUC), accuracy, and R2 and Q2 values. Eight metabolites, including indol-3-propionic acid, beta-alanine, myristoleic acid, malic acid, indole, DL-isocitric acid, proline, and itaconic acid, exhibited high predictive values for RIF. CONCLUSION This study demonstrates alterations in serum metabolites during endometrial transformation, particularly in amino acid metabolism and TCA cycle. The identified metabolites, especially indol-3-propionic acid and malic acid, show potential as predictive markers for RIF. These findings contribute to a better understanding of the metabolic changes associated with endometrial receptivity and provide insights for the development of personalized approaches to improve implantation outcomes in FET cycles.
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Affiliation(s)
- Jie Zheng
- The Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, No. 288 Tianwen Avenue, Nanan District, Chongqing, 400010, People's Republic of China
| | - Xianglan Tang
- Prenatal Diagnosis Center, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Ting-Li Han
- The Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, No. 288 Tianwen Avenue, Nanan District, Chongqing, 400010, People's Republic of China
- Joint International Research Lab for Reproduction and Development of Ministry of Education of China, Chongqing Medical University, Chongqing, 400010, China
- Mass Spectrometry Centre of Maternal-Fetal Medicine, Chongqing Medical University, Chongqing, 400010, China
| | - Chanyu Zhang
- The Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, No. 288 Tianwen Avenue, Nanan District, Chongqing, 400010, People's Republic of China
- Joint International Research Lab for Reproduction and Development of Ministry of Education of China, Chongqing Medical University, Chongqing, 400010, China
| | - Shen Zhang
- The Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, No. 288 Tianwen Avenue, Nanan District, Chongqing, 400010, People's Republic of China.
- Joint International Research Lab for Reproduction and Development of Ministry of Education of China, Chongqing Medical University, Chongqing, 400010, China.
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DNA Methylation of Window of Implantation Genes in Cervical Secretions Predicts Ongoing Pregnancy in Infertility Treatment. Int J Mol Sci 2023; 24:ijms24065598. [PMID: 36982674 PMCID: PMC10051225 DOI: 10.3390/ijms24065598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 02/28/2023] [Accepted: 03/04/2023] [Indexed: 03/17/2023] Open
Abstract
Window of implantation (WOI) genes have been comprehensively identified at the single cell level. DNA methylation changes in cervical secretions are associated with in vitro fertilization embryo transfer (IVF-ET) outcomes. Using a machine learning (ML) approach, we aimed to determine which methylation changes in WOI genes from cervical secretions best predict ongoing pregnancy during embryo transfer. A total of 2708 promoter probes were extracted from mid-secretory phase cervical secretion methylomic profiles for 158 WOI genes, and 152 differentially methylated probes (DMPs) were selected. Fifteen DMPs in 14 genes (BMP2, CTSA, DEFB1, GRN, MTF1, SERPINE1, SERPINE2, SFRP1, STAT3, TAGLN2, TCF4, THBS1, ZBTB20, ZNF292) were identified as the most relevant to ongoing pregnancy status. These 15 DMPs yielded accuracy rates of 83.53%, 85.26%, 85.78%, and 76.44%, and areas under the receiver operating characteristic curves (AUCs) of 0.90, 0.91, 0.89, and 0.86 for prediction by random forest (RF), naïve Bayes (NB), support vector machine (SVM), and k-nearest neighbors (KNN), respectively. SERPINE1, SERPINE2, and TAGLN2 maintained their methylation difference trends in an independent set of cervical secretion samples, resulting in accuracy rates of 71.46%, 80.06%, 80.72%, and 80.68%, and AUCs of 0.79, 0.84, 0.83, and 0.82 for prediction by RF, NB, SVM, and KNN, respectively. Our findings demonstrate that methylation changes in WOI genes detected noninvasively from cervical secretions are potential markers for predicting IVF-ET outcomes. Further studies of cervical secretion of DNA methylation markers may provide a novel approach for precision embryo transfer.
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Yang T, Zhao J, Liu F, Li Y. Lipid metabolism and endometrial receptivity. Hum Reprod Update 2022; 28:858-889. [PMID: 35639910 DOI: 10.1093/humupd/dmac026] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 04/27/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Obesity has now been recognized as a high-risk factor for reproductive health. Although remarkable advancements have been made in ART, a considerable number of infertile obese women still suffer from serial implantation failure, despite the high quality of embryos transferred. Although obesity has long been known to exert various deleterious effects on female fertility, the underlying mechanisms, especially the roles of lipid metabolism in endometrial receptivity, remain largely elusive. OBJECTIVE AND RATIONALE This review summarizes current evidence on the impacts of several major lipids and lipid-derived mediators on the embryonic implantation process. Emerging methods for evaluating endometrial receptivity, for example transcriptomic and lipidomic analysis, are also discussed. SEARCH METHODS The PubMed and Embase databases were searched using the following keywords: (lipid or fatty acid or prostaglandin or phospholipid or sphingolipid or endocannabinoid or lysophosphatidic acid or cholesterol or progesterone or estrogen or transcriptomic or lipidomic or obesity or dyslipidemia or polycystic ovary syndrome) AND (endometrial receptivity or uterine receptivity or embryo implantation or assisted reproductive technology or in vitro fertilization or embryo transfer). A comprehensive literature search was performed on the roles of lipid-related metabolic pathways in embryo implantation published between January 1970 and March 2022. Only studies with original data and reviews published in English were included in this review. Additional information was obtained from references cited in the articles resulting from the literature search. OUTCOMES Recent studies have shown that a fatty acids-related pro-inflammatory response in the embryo-endometrium boundary facilitates pregnancy via mediation of prostaglandin signaling. Phospholipid-derived mediators, for example endocannabinoids, lysophosphatidic acid and sphingosine-1-phosphate, are associated with endometrial receptivity, embryo spacing and decidualization based on evidence from both animal and human studies. Progesterone and estrogen are two cholesterol-derived steroid hormones that synergistically mediate the structural and functional alterations in the uterus ready for blastocyst implantation. Variations in serum cholesterol profiles throughout the menstrual cycle imply a demand for steroidogenesis at the time of window of implantation (WOI). Since 2002, endometrial transcriptomic analysis has been serving as a diagnostic tool for WOI dating. Numerous genes that govern lipid homeostasis have been identified and, based on specific alterations of lipidomic signatures differentially expressed in WOI, lipidomic analysis of endometrial fluid provides a possibility for non-invasive diagnosis of lipids alterations during the WOI. WIDER IMPLICATIONS Given that lipid metabolic dysregulation potentially plays a role in infertility, a better understanding of lipid metabolism could have significant clinical implications for the diagnosis and treatment of female reproductive disorders.
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Affiliation(s)
- Tianli Yang
- Reproductive Medicine Center, Xiangya Hospital of Central South University, Changsha, P.R. China.,Clinical Research Center for Women's Reproductive Health in Hunan Province, Changsha, P.R. China
| | - Jing Zhao
- Reproductive Medicine Center, Xiangya Hospital of Central South University, Changsha, P.R. China.,Clinical Research Center for Women's Reproductive Health in Hunan Province, Changsha, P.R. China
| | - Feng Liu
- National Clinical Research Center for Metabolic Diseases, Metabolic Syndrome Research Center, and Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, P.R. China
| | - Yanping Li
- Reproductive Medicine Center, Xiangya Hospital of Central South University, Changsha, P.R. China.,Clinical Research Center for Women's Reproductive Health in Hunan Province, Changsha, P.R. China
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4
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Sun B, Yeh J. Non-Invasive and Mechanism-Based Molecular Assessment of Endometrial Receptivity During the Window of Implantation: Current Concepts and Future Prospective Testing Directions. FRONTIERS IN REPRODUCTIVE HEALTH 2022; 4:863173. [PMID: 36303672 PMCID: PMC9580756 DOI: 10.3389/frph.2022.863173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/07/2022] [Indexed: 12/03/2022] Open
Abstract
Suboptimal endometrial receptivity and altered embryo-endometrial crosstalk account for approximately two-thirds of human implantation failures. Current tests of the window of implantation, such as endometrial thickness measurements and the endometrial receptivity assay, do not consistently improve clinical outcomes as measured by live birth rates. Understanding the mechanisms regulating the endometrial receptivity during the window of implantation is a critical step toward developing clinically meaningful tests. In this narrative review, the available literature is evaluated regarding mechanisms that regulate the endometrial receptivity during the window of implantation and the current tests developed. Overall, both animal and human studies point to five possible and interrelated mechanisms regulating the endometrial window of implantation: suitable synchrony between endometrial cells, adequate synchrony between the endometrium and the embryo, standard progesterone signaling and endometrial responses to progesterone, silent genetic variations, and typical morphological characteristics of the endometrial glands. The biological basis of current clinical markers or tests of window of implantation is poor. Future studies to elucidate the mechanisms shaping the window of implantation and to investigate the potential markers based on these mechanisms are required. In addition, molecular testing of the endometrium at single-cell resolution should be an initial step toward developing clinically meaningful tests for the optimal window of implantation. As understanding of the optimal window of implantation continues to evolve, one can envision the future development of non-invasive, mechanism-based testing of the window of implantation.
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Affiliation(s)
- Bei Sun
- Sackler Faculty of Medicine, Sackler School of Medicine, New York State/American Program of Tel Aviv University, Tel Aviv University, Tel Aviv, Israel
| | - John Yeh
- Reproductive Endocrinology and Infertility, UMass Memorial Medical Center, University of Massachusetts Medical School, Worcester, MA, United States
- *Correspondence: John Yeh
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Hou Z, He A, Zhang Q, Liu N, Liu D, Li Y, Xu B, Wang Y, Li S, Tian F, Liao T, Zhang Y, Cao J, Cao E, Li Y. Endometrial fluid aspiration immediately prior to embryo transfer does not affect IVF/vitrified-warmed embryo transfer outcomes - a prospective matched cohort study. Reprod Biomed Online 2022; 44:486-493. [PMID: 35177340 DOI: 10.1016/j.rbmo.2021.11.004] [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: 06/22/2021] [Revised: 10/21/2021] [Accepted: 11/01/2021] [Indexed: 11/29/2022]
Abstract
RESEARCH QUESTION Does the endometrial aspiration of ultrasound-invisible fluid immediately preceding embryo transfer affect IVF/vitrified-warmed embryo transfer outcomes? DESIGN A prospective matched cohort study was conducted in 96 women and 96 control participants to assess the effect on pregnancy outcomes of endometrial aspiration performed immediately before embryo transfer. This study was carried out at a university-affiliated assisted reproductive medical centre between January 2019 and December 2019. Patients were divided into two groups. The EA group had cycles with endometrial aspiration of ultrasound-invisible fluid performed before embryo transfer and the non-EA group featured cycles without endometrial aspiration. The EA group was matched by propensity score with the non-EA group in a 1:1 ratio. The EA group consisted of 99 participants before and 96 participants after propensity score matching. There were 203 and 96 participants in the non-EA group before and after propensity score matching. RESULTS No significant differences were detected in the baseline characteristics and cycle characteristics of the EA and non-EA groups. No significant between-group differences were found in reproductive outcomes in the overall population. Subgroup analysis of blastocyst transfer cycles showed the implantation rate was significantly higher in the EA group (61 women per group, 57.1% versus 40.8%, relative risk 1.40, 95% confidence interval 1.04-1.88; P = 0.022). Live birth rate, clinical pregnancy rate, ongoing pregnancy rate and multiple pregnancy rate were not different among the groups. CONCLUSIONS Endometrial aspiration immediately preceding embryo transfer does not affect IVF/vitrified-warmed embryo transfer outcomes. Interestingly, it might improve the vitrified-warmed blastocyst implantation rate. Randomized controlled trials are needed to confirm this result.
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Affiliation(s)
- Zhaojuan Hou
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Aihua He
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Qiong Zhang
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Nenghui Liu
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Donge Liu
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Yumei Li
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Bin Xu
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Yonggang Wang
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Shuyi Li
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Fen Tian
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Tingting Liao
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Yeqing Zhang
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Jianyun Cao
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Exiang Cao
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China
| | - Yanping Li
- Department of Reproductive Medicine, Xiangya Hospital, Central South University, Changsha City Hunan Province, P.R. China; Clinical Research Center For Women's Reproductive Health In Hunan Province, Changsha City Hunan Province, P.R. China.
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Li H, Zang Y, Wang C, Li H, Fan A, Han C, Xue F. The Interaction Between Microorganisms, Metabolites, and Immune System in the Female Genital Tract Microenvironment. Front Cell Infect Microbiol 2020; 10:609488. [PMID: 33425785 PMCID: PMC7785791 DOI: 10.3389/fcimb.2020.609488] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 11/18/2020] [Indexed: 12/24/2022] Open
Abstract
The female reproductive tract microenvironment includes microorganisms, metabolites, and immune components, and the balance of the interactions among them plays an important role in maintaining female reproductive tract homeostasis and health. When any one of the reproductive tract microorganisms, metabolites, or immunity is out of balance, it will affect the other two, leading to the occurrence and development of diseases and the appearance of corresponding symptoms and signs, such as infertility, miscarriage, premature delivery, and gynecological tumors caused by infectious diseases of the reproductive tract. Nutrients in the female reproductive tract provide symbiotic and pathogenic microorganisms with a source of nutrients for their own reproduction and utilization. At the same time, this interaction with the host forms a variety of metabolites. Changes in metabolites in the host reproductive tract are related not only to the interaction between the host and microbiota under dysbiosis but also to changes in host immunity or the environment, all of which will participate in the pathogenesis of diseases and lead to disease-related phenotypes. Microorganisms and their metabolites can also interact with host immunity, activate host immunity, and change the host immune status and are closely related to persistent genital pathogen infections, aggravation of infectious diseases, severe pregnancy outcomes, and even gynecological cancers. Therefore, studying the interaction between microorganisms, metabolites, and immunity in the reproductive tract cannot only reveal the pathogenic mechanisms that lead to inflammation of the reproductive tract, adverse pregnancy outcomes and tumorigenesis but also provide a basis for further research on the diagnosis and treatment of targets.
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Affiliation(s)
- Huanrong Li
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
| | - Yuqin Zang
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
| | - Chen Wang
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
| | - Huiyang Li
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
| | - Aiping Fan
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
| | - Cha Han
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
| | - Fengxia Xue
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.,Department of Gynecology and Obstetrics, Tianjin Key Laboratory of Female Reproductive Health and Eugenic, Tianjin Medical University General Hospital, Tianjin, China
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Hernández-Vargas P, Muñoz M, Domínguez F. Identifying biomarkers for predicting successful embryo implantation: applying single to multi-OMICs to improve reproductive outcomes. Hum Reprod Update 2020; 26:264-301. [PMID: 32096829 DOI: 10.1093/humupd/dmz042] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 10/08/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Successful embryo implantation is a complex process that requires the coordination of a series of events, involving both the embryo and the maternal endometrium. Key to this process is the intricate cascade of molecular mechanisms regulated by endocrine, paracrine and autocrine modulators of embryonic and maternal origin. Despite significant progress in ART, implantation failure still affects numerous infertile couples worldwide and fewer than 10% of embryos successfully implant. Improved selection of both the viable embryos and the optimal endometrial phenotype for transfer remains crucial to enhancing implantation chances. However, both classical morphological embryo selection and new strategies incorporated into clinical practice, such as embryonic genetic analysis, morphokinetics or ultrasound endometrial dating, remain insufficient to predict successful implantation. Additionally, no techniques are widely applied to analyse molecular signals involved in the embryo-uterine interaction. More reliable biological markers to predict embryo and uterine reproductive competence are needed to improve pregnancy outcomes. Recent years have seen a trend towards 'omics' methods, which enable the assessment of complete endometrial and embryonic molecular profiles during implantation. Omics have advanced our knowledge of the implantation process, identifying potential but rarely implemented biomarkers of successful implantation. OBJECTIVE AND RATIONALE Differences between the findings of published omics studies, and perhaps because embryonic and endometrial molecular signatures were often not investigated jointly, have prevented firm conclusions being reached. A timely review summarizing omics studies on the molecular determinants of human implantation in both the embryo and the endometrium will help facilitate integrative and reliable omics approaches to enhance ART outcomes. SEARCH METHODS In order to provide a comprehensive review of the literature published up to September 2019, Medline databases were searched using keywords pertaining to omics, including 'transcriptome', 'proteome', 'secretome', 'metabolome' and 'expression profiles', combined with terms related to implantation, such as 'endometrial receptivity', 'embryo viability' and 'embryo implantation'. No language restrictions were imposed. References from articles were also used for additional literature. OUTCOMES Here we provide a complete summary of the major achievements in human implantation research supplied by omics approaches, highlighting their potential to improve reproductive outcomes while fully elucidating the implantation mechanism. The review highlights the existence of discrepancies among the postulated biomarkers from studies on embryo viability or endometrial receptivity, even using the same omic analysis. WIDER IMPLICATIONS Despite the huge amount of biomarker information provided by omics, we still do not have enough evidence to link data from all omics with an implantation outcome. However, in the foreseeable future, application of minimally or non-invasive omics tools, together with a more integrative interpretation of uniformly collected data, will help to overcome the difficulties for clinical implementation of omics tools. Omics assays of the embryo and endometrium are being proposed or already being used as diagnostic tools for personalised single-embryo transfer in the most favourable endometrial environment, avoiding the risk of multiple pregnancies and ensuring better pregnancy rates.
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Affiliation(s)
- Purificación Hernández-Vargas
- IVI-RMA Alicante, Innovation. Avda. de Denia 111, 03015 Alicante, Spain.,Fundación IVI, Innovation-IIS La Fe, Avda. Fernando Abril Martorell 106, Torre A, 1° 1.23, 46026 Valencia, Spain
| | - Manuel Muñoz
- IVI-RMA Alicante, Innovation. Avda. de Denia 111, 03015 Alicante, Spain.,Fundación IVI, Innovation-IIS La Fe, Avda. Fernando Abril Martorell 106, Torre A, 1° 1.23, 46026 Valencia, Spain
| | - Francisco Domínguez
- Fundación IVI, Innovation-IIS La Fe, Avda. Fernando Abril Martorell 106, Torre A, 1° 1.23, 46026 Valencia, Spain
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Matorras R, Martinez-Arranz I, Arretxe E, Iruarrizaga-Lejarreta M, Corral B, Ibañez-Perez J, Exposito A, Prieto B, Elortza F, Alonso C. The lipidome of endometrial fluid differs between implantative and non-implantative IVF cycles. J Assist Reprod Genet 2019; 37:385-394. [PMID: 31865491 DOI: 10.1007/s10815-019-01670-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 12/13/2019] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE To characterize the most relevant changes in the lipidome of endometrial fluid aspirate (EFA) in non-implantative cycles. DESIGN Lipidomics in a prospective cohort study. SETTINGS Reproductive unit of a university hospital. PATIENTS Twenty-nine women undergoing an IVF cycle. Fifteen achieved pregnancy and 14 did not. INTERVENTION Endometrial fluid aspiration immediately before performing embryo transfer. MAIN OUTCOME MEASURES Clinical pregnancy rate and lipidomic profiles obtained on an ultra-high performance liquid chromatography coupled to time-of-flight mass spectrometry (UHPLC-ToF-MS)-based analytical platform. RESULTS The comparative analysis of the lipidomic patterns of endometrial fluid in implantative and non-implantative IVF cycles revealed eight altered metabolites: seven glycerophospholipids and an omega-6 polyunsaturated fatty acid. Then, women with a non-implantative cycle were accurately classified with a support vector machine algorithm including these eight lipid metabolites. The diagnostic performances of the algorithm showed an area under the receiver operating characteristic curve, sensitivity, specificity, and accuracy of 0.893 ± 0.07, 85.7%, 80.0%, and 82.8%, respectively. CONCLUSION A predictive lipidomic signature linked to the implantative status of the endometrial fluid has been found.
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Affiliation(s)
- Roberto Matorras
- Human Reproduction Unit, Cruces University Hospital, BioCruces, University of the Basque Country, Bilbao, Spain. .,Instituto Valenciano de Infertilidad, IVI, Bilbao, Spain.
| | | | - Enara Arretxe
- OWL Metabolomics, Parque Tecnológico de Bizkaia, Derio, Spain
| | | | - Blanca Corral
- Human Reproduction Unit, Cruces University Hospital, BioCruces, University of the Basque Country, Bilbao, Spain
| | - Jone Ibañez-Perez
- Human Reproduction Unit, Cruces University Hospital, BioCruces, University of the Basque Country, Bilbao, Spain
| | - Antonia Exposito
- Human Reproduction Unit, Cruces University Hospital, BioCruces, University of the Basque Country, Bilbao, Spain
| | - Begoña Prieto
- Human Reproduction Unit, Cruces University Hospital, BioCruces, University of the Basque Country, Bilbao, Spain.,Instituto Valenciano de Infertilidad, IVI, Bilbao, Spain
| | - Felix Elortza
- Proteomics Platform, CIC bioGUNE, CIBERehd, ProteoRed-ISCIII, Parque Tecnológico de Bizkaia, Derio, Spain
| | - Cristina Alonso
- OWL Metabolomics, Parque Tecnológico de Bizkaia, Derio, Spain
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9
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Li J, Gao Y, Guan L, Zhang H, Chen P, Gong X, Li D, Liang X, Huang M, Bi H. Lipid Profiling of Peri-implantation Endometrium in Patients With Premature Progesterone Rise in the Late Follicular Phase. J Clin Endocrinol Metab 2019; 104:5555-5565. [PMID: 31390011 DOI: 10.1210/jc.2019-00793] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 08/01/2019] [Indexed: 12/14/2022]
Abstract
CONTEXT Late follicular phase elevation in serum progesterone (P) during controlled ovarian hyperstimulation negatively affects the outcome of assisted reproductive technology by contributing to endometrial-embryo asynchrony. There are still no data on lipid metabolite alterations during this process. OBJECTIVES To investigate alterations in the lipid profile during the window of implantation in patients with premature P rise. DESIGN Lipidomic variations in the endometrium were evaluated by ultrahigh-performance liquid chromatography coupled with electrospray ionization high-resolution mass spectrometry. SETTING University assisted reproductive medicine unit. PATIENTS OR OTHER PARTICIPANTS Forty-three patients undergoing in vitro fertilization/intracytoplasmic sperm injection because of a tubal factor or male factor infertility were included in this study. The patients were divided into a high P group (P ≥ 1.5 ng/mL, 15 patients) and a normal P group (P < 1.5 ng/mL, 28 patients) on the day of human chorionic gonadotropin administration. INTERVENTIONS The endometrial tissues were obtained by Pipelle biopsy 7 days after human chorionic gonadotropin administration. MAIN OUTCOME MEASURES Alterations in lipid metabolites. RESULTS A total of 1026 ions were identified, and 25 lipids were significantly upregulated. The endometrial lipid profile was characterized by substantial increases in the concentrations of phosphatidylcholine, phosphatidylethanolamine, lysophosphatidylcholine, diacylglycerol, ceramide, phosphatidylinositol, and phosphatidylserine in patients with a premature P rise at the end of the follicular phase. The correlation analysis between P levels and lipids showed a stronger negative correlation between phosphatidylethanolamine or phosphatidylserine and P levels. CONCLUSIONS Premature P elevation disrupts the lipid homeostasis of the endometrium during the peri-implantation period. The altered lipid levels may impair endometrial receptivity and early embryo implantation.
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Affiliation(s)
- Jingjie Li
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, China
| | - Yue Gao
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lihuan Guan
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huizhen Zhang
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Pan Chen
- Department of Pharmacy, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiao Gong
- School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Dongshun Li
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoyan Liang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, China
| | - Min Huang
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huichang Bi
- Center of Reproductive Medicine, the Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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