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Fan Y, Shi C, Huang N, Fang F, Tian L, Wang J. Recurrent Implantation Failure: Bioinformatic Discovery of Biomarkers and Identification of Metabolic Subtypes. Int J Mol Sci 2023; 24:13488. [PMID: 37686293 PMCID: PMC10487894 DOI: 10.3390/ijms241713488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/02/2023] [Accepted: 08/14/2023] [Indexed: 09/10/2023] Open
Abstract
Recurrent implantation failure (RIF) is a challenging scenario from different standpoints. This study aimed to investigate its correlation with the endometrial metabolic characteristics. Transcriptomics data of 70 RIF and 99 normal endometrium tissues were retrieved from the Gene Expression Omnibus database. Common differentially expressed metabolism-related genes were extracted and various enrichment analyses were applied. Then, RIF was classified using a consensus clustering approach. Three machine learning methods were employed for screening key genes, and they were validated through the RT-qPCR experiment in the endometrium of 10 RIF and 10 healthy individuals. Receiver operator characteristic (ROC) curves were generated and validated by 20 RIF and 20 healthy individuals from Peking University People's Hospital. We uncovered 109 RIF-related metabolic genes and proposed a novel two-subtype RIF classification according to their metabolic features. Eight characteristic genes (SRD5A1, POLR3E, PPA2, PAPSS1, PRUNE, CA12, PDE6D, and RBKS) were identified, and the area under curve (AUC) was 0.902 and the external validated AUC was 0.867. Higher immune cell infiltration levels were found in RIF patients and a metabolism-related regulatory network was constructed. Our work has explored the metabolic and immune characteristics of RIF, which paves a new road to future investigation of the related pathogenic mechanisms.
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Affiliation(s)
- Yuan Fan
- Department of Obstetrics and Gynecology, Peking University People’s Hospital, Beijing 100044, China; (Y.F.); (C.S.); (N.H.); (F.F.)
- Reproductive Medical Center, Peking University People’s Hospital, Beijing 100044, China
| | - Cheng Shi
- Department of Obstetrics and Gynecology, Peking University People’s Hospital, Beijing 100044, China; (Y.F.); (C.S.); (N.H.); (F.F.)
- Reproductive Medical Center, Peking University People’s Hospital, Beijing 100044, China
| | - Nannan Huang
- Department of Obstetrics and Gynecology, Peking University People’s Hospital, Beijing 100044, China; (Y.F.); (C.S.); (N.H.); (F.F.)
- Reproductive Medical Center, Peking University People’s Hospital, Beijing 100044, China
| | - Fang Fang
- Department of Obstetrics and Gynecology, Peking University People’s Hospital, Beijing 100044, China; (Y.F.); (C.S.); (N.H.); (F.F.)
- Reproductive Medical Center, Peking University People’s Hospital, Beijing 100044, China
| | - Li Tian
- Department of Obstetrics and Gynecology, Peking University People’s Hospital, Beijing 100044, China; (Y.F.); (C.S.); (N.H.); (F.F.)
- Reproductive Medical Center, Peking University People’s Hospital, Beijing 100044, China
| | - Jianliu Wang
- Department of Obstetrics and Gynecology, Peking University People’s Hospital, Beijing 100044, China; (Y.F.); (C.S.); (N.H.); (F.F.)
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Fiala L, Lenz J, Bob P. Effect of psychosocial trauma and stress on sexual dysfunction in women with endometriosis. Medicine (Baltimore) 2021; 100:e26836. [PMID: 34397850 PMCID: PMC8341311 DOI: 10.1097/md.0000000000026836] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 07/15/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Endometrial tissue plays an important role in the regulation of female fertility and there is evidence that endometrial pathology (including endometriosis) is closely related to endocrine disorders. On the other hand, various neuroendocrine changes can be significantly affected by psychosocial stress. In connection with these findings, we tested the relationship between neuroendocrine changes, sexual dysfunction, psychosocial/traumatic stress, and dissociative symptoms in women with endometriosis. METHODS A total of 65 patients with endometriosis were included in the study. Clinical examinations were focused on the biochemical analysis of neuroendocrine markers of endometriosis (cancer antigen 125 [CA 125] and cancer antigen 19-9 [CA 19-9]), estradiol, psychometric evaluation of sexual dysfunction, psychosocial/traumatic stress, and dissociative symptoms. RESULTS The results showed significant Spearman correlations between the values of the revised range of sexual difficulties for sexual dysfunction (Revised Female Sexual Distress Scale), psychosocial/traumatic stress (Trauma Symptoms Checklist) (R = 0.31), and dissociative symptoms (Somatoform Dissociation Questionnaire) (R = 0.33). Positive correlations were also found between CA 125 and CA 19-9 (R = 0.63), and between CA 125 and the results of the values of the revised scale of sexual difficulties for sexual dysfunction (Revised Female Sexual Distress Scale) (R = 0.29). Also psychosocial/traumatic stress (Trauma Symptoms Checklist) significantly correlated with CA 125 (R = 0.38) and with CA 19-9 (R = 0.33). CONCLUSION These results represent the first findings regarding the relationship of the neuroendocrine markers CA 125 and CA 19-9 and sexual dysfunction with trauma/stress-related symptoms and dissociative symptoms in women with endometriosis.
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Affiliation(s)
- Ludek Fiala
- Institute of Sexology, Psychiatric Clinic, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Sexology, Department of Psychiatry, Faculty of Medicine, Charles University, Pilsen, Czech Republic
| | - Jiri Lenz
- Department of Pathology, Znojmo Hospital, Czech Republic
- Department of Anatomy, Histology and Embryology, Faculty of Veterinary Medicine, University of Veterinary and Pharmaceutical Sciences Brno, Czech Republic
| | - Petr Bob
- Department of Psychiatry, First Faculty of Medicine, Charles University, Prague, Czech Republic
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Anbar HS, Isa Z, Elounais JJ, Jameel MA, Zib JH, Samer AM, Jawad AF, El-Gamal MI. Steroid sulfatase inhibitors: the current landscape. Expert Opin Ther Pat 2021; 31:453-472. [PMID: 33783295 DOI: 10.1080/13543776.2021.1910237] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: Steroid sulfatase (STS) enzyme is responsible for transforming the inactive sulfate metabolites of steroid sex hormones into the active free steroids. Both the deficiency and the over-expression of STS are associated with the pathophysiology of certain diseases. This article provides the readership with a comprehensive review about STS enzyme and its recently reported inhibitors.Areas covered: In the present article, we reviewed the structure, location, and substrates of STS enzyme, physiological functions of STS, and disease states related to over-expression or deficiency of STS enzyme. STS inhibitors reported during the last five years (2016-present) have been reviewed as well.Expert opinion: Irosustat is the most successful STS inhibitor drug candidate so far. It is currently under investigation in clinical trials for treatment of estrogen-dependent breast cancer. Non-steroidal sulfamate is the most favorable scaffold for STS inhibitor design. They can be beneficial for the treatment of hormone-dependent cancers and neurodegenerative disorders without significant estrogenic side effects. Moreover, dual-acting molecules (inhibitors of STS + another synergistic mechanism) can be therapeutically efficient.
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Affiliation(s)
- Hanan S Anbar
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Zahraa Isa
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Jana J Elounais
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Mariam A Jameel
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Joudi H Zib
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Aya M Samer
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Aya F Jawad
- Department of Clinical Pharmacy and Pharmacotherapeutics, Dubai Pharmacy College for Girls, Dubai, United Arab Emirates
| | - Mohammed I El-Gamal
- Department of Medicinal Chemistry, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates.,Department of Medicinal Chemistry, Faculty of Pharmacy, University of Mansoura, Mansoura, Egypt
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Alonso S, Cáceres S, Vélez D, Sanz L, Silvan G, Illera MJ, Illera JC. Accurate prediction of birth implementing a statistical model through the determination of steroid hormones in saliva. Sci Rep 2021; 11:5617. [PMID: 33692437 PMCID: PMC7970941 DOI: 10.1038/s41598-021-84924-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 02/23/2021] [Indexed: 12/19/2022] Open
Abstract
Steroidal hormone interaction in pregnancy is crucial for adequate fetal evolution and preparation for childbirth and extrauterine life. Estrone sulphate, estriol, progesterone and cortisol play important roles in the initiation of labour mechanism at the start of contractions and cervical effacement. However, their interaction remains uncertain. Although several studies regarding the hormonal mechanism of labour have been reported, the prediction of date of birth remains a challenge. In this study, we present for the first time machine learning algorithms for the prediction of whether spontaneous labour will occur from week 37 onwards. Estrone sulphate, estriol, progesterone and cortisol were analysed in saliva samples collected from 106 pregnant women since week 34 by enzyme-immunoassay (EIA) techniques. We compared a random forest model with a traditional logistic regression over a dataset constructed with the values observed of these measures. We observed that the results, evaluated in terms of accuracy and area under the curve (AUC) metrics, are sensibly better in the random forest model. For this reason, we consider that machine learning methods contribute in an important way to the obstetric practice.
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Affiliation(s)
- Silvia Alonso
- Department of Physiology, School of Veterinary Medicine, University Complutense of Madrid, 28040, Madrid, Spain
| | - Sara Cáceres
- Department of Physiology, School of Veterinary Medicine, University Complutense of Madrid, 28040, Madrid, Spain.
| | - Daniel Vélez
- Department of Statistics and Operational Research, Faculty of Mathematics, University Complutense of Madrid, 28040, Madrid, Spain
| | - Luis Sanz
- Department of Statistics and Operational Research, Faculty of Mathematics, University Complutense of Madrid, 28040, Madrid, Spain
| | - Gema Silvan
- Department of Physiology, School of Veterinary Medicine, University Complutense of Madrid, 28040, Madrid, Spain
| | - Maria Jose Illera
- Department of Physiology, School of Veterinary Medicine, University Complutense of Madrid, 28040, Madrid, Spain
| | - Juan Carlos Illera
- Department of Physiology, School of Veterinary Medicine, University Complutense of Madrid, 28040, Madrid, Spain
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Abstract
The endometrium tissue is functionally androgen related which plays an important role in women's fertility regulation. In addition recent findings show that endometrium related pathology is closely linked to disrupted androgen biosynthesis and associated regulatory functions. These findings also suggest that androgens might play an important role in endometrium related cancer pathology with significant implications for treatment.Based on these findings, we have assessed 50 female outpatients with endometriosis and the clinical investigations were focused on biochemical serum analysis of DHEAS, oncological markers CA-125 and CA 19-9, estradiol, thyreothropic hormone, and prolactin.The results show significant Spearman correlations of CA-125 and CA 19-9 with dehydroepiandrosterone- DHEA-S (R = 0.52 resp. R = 0.49).This result represents 1st reported finding documenting androgen related increase of CA-125 and CA 19-9 levels as significant markers of endometrium pathology and it is possible to assume that these potential biomarkers could have clinical importance with respect to timely diagnosis.
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Affiliation(s)
- Ludek Fiala
- Institute of Sexology, First Faculty of Medicine, Charles University, Prague
- Department of Psychiatry, First Faculty of Medicine, Charles University, Prague
- Department of Psychiatry, Faculty of Medicine, Charles University, Pilsen
| | - Petr Bob
- Department of Psychiatry, First Faculty of Medicine, Charles University, Prague
- Central European Institute of Technology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jiri Raboch
- Department of Psychiatry, First Faculty of Medicine, Charles University, Prague
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Gibson DA, Simitsidellis I, Collins F, Saunders PTK. Endometrial Intracrinology: Oestrogens, Androgens and Endometrial Disorders. Int J Mol Sci 2018; 19:E3276. [PMID: 30360364 PMCID: PMC6214123 DOI: 10.3390/ijms19103276] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 10/05/2018] [Accepted: 10/15/2018] [Indexed: 12/26/2022] Open
Abstract
Peripheral tissue metabolism of steroids (intracrinology) is now accepted as a key way in which tissues, such as the endometrium, can utilise inactive steroids present in the blood to respond to local physiological demands and 'fine-tune' the activation or inhibition of steroid hormone receptor-dependent processes. Expression of enzymes that play a critical role in the activation and inactivation of bioactive oestrogens (E1, E2) and androgens (A4, T, DHT), as well as expression of steroid hormone receptors, has been detected in endometrial tissues and cells recovered during the menstrual cycle. There is robust evidence that increased expression of aromatase is important for creating a local microenvironment that can support a pregnancy. Measurement of intra-tissue concentrations of steroids using liquid chromatography⁻tandem mass spectrometry has been important in advancing our understanding of a role for androgens in the endometrium, acting both as active ligands for the androgen receptor and as substrates for oestrogen biosynthesis. The emergence of intracrinology, associated with disordered expression of key enzymes such as aromatase, in the aetiology of common women's health disorders such as endometriosis and endometrial cancer has prompted renewed interest in the development of drugs targeting these pathways, opening up new opportunities for targeted therapies and precision medicine.
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Affiliation(s)
- Douglas A Gibson
- Centre for Inflammation Research, The University of Edinburgh, EH16 4TJ Edinburgh, UK.
| | - Ioannis Simitsidellis
- Centre for Inflammation Research, The University of Edinburgh, EH16 4TJ Edinburgh, UK.
| | - Frances Collins
- Centre for Inflammation Research, The University of Edinburgh, EH16 4TJ Edinburgh, UK.
| | - Philippa T K Saunders
- Centre for Inflammation Research, The University of Edinburgh, EH16 4TJ Edinburgh, UK.
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