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Wei W, Zhou Y, Zuo H, Li M, Pan Z, Liu B, Wang L, Tan Y, Yang R, Shang W, Bi Y, Wang W. Characterization of the follicular fluid microbiota based on culturomics and sequencing analysis. J Med Microbiol 2023; 72. [PMID: 37578331 DOI: 10.1099/jmm.0.001741] [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] [Indexed: 08/15/2023] Open
Abstract
Introduction. The human oocyte microenvironment is follicular fluid, which is important for follicle growth, ovulation and maturation of the oocyte. The micro-organisms present in follicular fluid could be a predictor of in vitro fertilization outcomes.Hypothesis/Gap Statement. Women with follicular fluid colonized with micro-organisms can be asymptomatic, but the presence of some genera in the follicular fluid correlates with in vitro fertilization.Aim. To confirm the existence of micro-organisms in follicular fluid, and to profile the micro-organisms present in follicular fluid sampled from women undergoing in vitro fertilization with different outcomes.Methodology. Women undergoing in vitro fertilization (n=163) were divided into different subgroups according to their in vitro fertilization outcomes. Their follicular fluid samples were collected, and among them, 157 samples were analysed by 16S rDNA sequencing, and 19 samples were analysed using culturomics.Results. The culturomics results suggested that the 19 follicular fluid samples were not sterile. The isolation rates for Streptococcus, Finegoldia and Peptoniphilus were >50 % in the 19 samples. Linear discriminant analysis effect size analysis showed differential bacteria abundance according to the pregnancy rate, the rate of normal fertilization, the rate of high-quality embryos and the rate of available oocytes. The sequencing results showed that micro-organisms could be detected in all 157 samples. Pseudomonas, Lactobacillus, Comamonas, Streptococcus and Acinetobacter were detected in all of the samples, but with a wide range of relative abundance. Pseudomonas, Lactobacillus, Ralstonia and Vibrio constituted a notable fraction of the microbiota.Conclusions. Follicular fluid is not sterile. Micro-organisms in follicular fluid could be a predictor of in vitro fertilization outcomes.
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Affiliation(s)
- Wenting Wei
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, PR China
- Department of Clinical Laboratory, Air Force Medical Center, Beijing, PR China
| | - Yazhou Zhou
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, PR China
| | - Haiyang Zuo
- Department of Obstetrics and Gynecology, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, PR China
| | - Min Li
- Department of Obstetrics and Gynecology, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, PR China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, PR China
| | - Zhiyuan Pan
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, PR China
| | - Bin Liu
- Department of Obstetrics and Gynecology, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, PR China
| | - Lu Wang
- Department of Obstetrics and Gynecology, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, PR China
| | - Yafang Tan
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, PR China
| | - Ruifu Yang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, PR China
| | - Wei Shang
- Department of Obstetrics and Gynecology, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, PR China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, PR China
| | - Yujing Bi
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, PR China
| | - Weizhou Wang
- Department of Obstetrics and Gynecology, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, PR China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, PR China
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Taniguchi Y, Kuwahara A, Tachibana A, Yano Y, Yano K, Yamamoto Y, Yamasaki M, Iwasa T, Hinokio K, Matsuzaki T, Irahara M. Intra-follicular kisspeptin levels are related to oocyte maturation and gonadal hormones in patients who are undergoing assisted reproductive technology. Reprod Med Biol 2017; 16:380-385. [PMID: 29259492 PMCID: PMC5715899 DOI: 10.1002/rmb2.12056] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 08/09/2017] [Indexed: 11/20/2022] Open
Abstract
Purpose To assess the kisspeptin concentrations in follicular fluid and their relationship with clinical outcomes during assisted reproductive technology. Methods Thirty‐nine patients who were aged 24‐40 years and underwent oocyte retrieval for in vitro fertilization/intracytoplasmic sperm injection participated in this study. In 65 follicular fluid samples that had been obtained from 30 patients and their blood samples, the kisspeptin levels were measured in order to investigate the correlations with their gonadal hormone levels. Venous blood samples were collected from 14 patients to investigate their plasma kisspeptin levels across different phases of assisted reproductive technology. Results The follicular fluid kisspeptin level was significantly higher than that of the plasma level and was positively associated with the follicular fluid estradiol concentration and with the serum estradiol and number of mature oocytes. In the plasma, the maximum concentration of kisspeptin was observed on the day of ovum pick‐up and on the day of embryo transfer during ovarian stimulation for assisted reproductive technology. Conclusion Kisspeptin was present in the follicular fluid and the plasma kisspeptin concentration was affected by ovarian stimulation. Kisspeptin appears to affect oocyte maturation and ovulation.
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Affiliation(s)
- Yuka Taniguchi
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Akira Kuwahara
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Ayaka Tachibana
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Yuya Yano
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Kiyohito Yano
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Yuri Yamamoto
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Mikio Yamasaki
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Takeshi Iwasa
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Kenji Hinokio
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Toshiya Matsuzaki
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
| | - Minoru Irahara
- Department of Obstetrics and Gynecology The University of Tokushima Tokushima Japan
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Metallinou C, Asimakopoulos B, Schröer A, Nikolettos N. Gonadotropin-Releasing Hormone in the Ovary. Reprod Sci 2016; 14:737-49. [DOI: 10.1177/1933719107310707] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Chryssa Metallinou
- Department of Physiology, School of Medicine, Democritus University of Thrace, Dragana, Greece
| | - Byron Asimakopoulos
- Department of Physiology, School of Medicine, Democritus University of Thrace, Dragana, Greece
| | - Andreas Schröer
- Department of Obstetrics/Gynecology, University Klinik of Schleswig-Holstein, Lübeck, Germany
| | - Nikos Nikolettos
- Department of Physiology, School of Medicine, Democritus University of Thrace, Dragana, Greece
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Aydin Y, Hassa H, Isikci T, Colak O. Follicular fluid and serum vascular endothelial growth factor, interleukin (IL)-1β and glycodelin concentrations: comparison between long-gonadotropin-releasing hormone (GnRH)-agonist and GnRH-antagonist cycles: a randomized controlled trial. Gynecol Endocrinol 2014; 30:734-8. [PMID: 24927078 DOI: 10.3109/09513590.2014.929655] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In this randomized controlled trial, we aimed to examine whether differences exist among patients who underwent assisted reproductive technology treatment with a long-GnRH-agonist compared to a GnRH-antagonist protocol in terms of levels of follicular fluid (FF) and serum concentrations of vascular endothelial growth factor (VEGF), glycodelin and interleukin (IL)-1β on the day of oocyte pick-up (OPU). In 80 infertile couple with male factor or unexplained infertility, 40 women stimulated with GnRH-antagonist protocol and 40 women with the long-GnRH-agonist protocol. FF and blood serum samples were obtained simultaneously from 80 women during the OPU procedure and the concentrations of VEGF, IL-1β and glycodelin were measured with commercially available kits. Concentrations of FF VEGF, IL-1β and glycodelin were not significantly different in the long-GnRH-agonist and GnRH-antagonist groups, and neither were serum concentrations of VEGF, IL-1β and glycodelin. According to our results in at least, we can say that minor differences between these protocols in terms of clinical pregnancy do not depend on VEGF, glycodelin or IL-1β.
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Field SL, Dasgupta T, Cummings M, Orsi NM. Cytokines in ovarian folliculogenesis, oocyte maturation and luteinisation. Mol Reprod Dev 2013; 81:284-314. [DOI: 10.1002/mrd.22285] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Accepted: 11/18/2013] [Indexed: 01/22/2023]
Affiliation(s)
- Sarah L Field
- Women's Health Research Group; Leeds Institute of Cancer; Anatomy and Pathology; Wellcome Trust Brenner Building; St James's University Hospital; Leeds UK
| | - Tathagata Dasgupta
- Department of Systems Biology; Harvard Medical School; 200 Longwood Avenue Boston Massachusetts
| | - Michele Cummings
- Women's Health Research Group; Leeds Institute of Cancer; Anatomy and Pathology; Wellcome Trust Brenner Building; St James's University Hospital; Leeds UK
| | - Nicolas M. Orsi
- Women's Health Research Group; Leeds Institute of Cancer; Anatomy and Pathology; Wellcome Trust Brenner Building; St James's University Hospital; Leeds UK
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Kaya A, Atabekoglu CS, Kahraman K, Taskin S, Ozmen B, Berker B, Sonmezer M. Follicular fluid concentrations of IGF-I, IGF-II, IGFBP-3, VEGF, AMH, and inhibin-B in women undergoing controlled ovarian hyperstimulation using GnRH agonist or GnRH antagonist. Eur J Obstet Gynecol Reprod Biol 2012; 164:167-71. [DOI: 10.1016/j.ejogrb.2012.06.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Revised: 03/26/2012] [Accepted: 06/09/2012] [Indexed: 10/28/2022]
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OLA SI, SUN QY. Factors Influencing the Biochemical Markers for Predicting Mammalian Oocyte Quality. J Reprod Dev 2012; 58:385-92. [DOI: 10.1262/jrd.11-084h] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Safiriyu Idowu OLA
- Department of Animal Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Qing-Yuan SUN
- State Key Laboratory of Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
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Tam A, Morrish D, Wadsworth S, Dorscheid D, Man SFP, Sin DD. The role of female hormones on lung function in chronic lung diseases. BMC WOMENS HEALTH 2011; 11:24. [PMID: 21639909 PMCID: PMC3129308 DOI: 10.1186/1472-6874-11-24] [Citation(s) in RCA: 116] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2010] [Accepted: 06/03/2011] [Indexed: 01/25/2023]
Abstract
Background The prevalence, morbidity, and mortality of inflammatory lung diseases such as asthma, chronic obstructive pulmonary disease (COPD) and cystic fibrosis (CF) are increasing in women. There is a dearth of data on the biological mechanisms to explain such observations. However, some large epidemiologic studies suggest that lung function fluctuates during the menstrual cycle in female patients with airways disease but not in women without disease, suggesting that circulating estradiol and progesterone may be involved in this process. Discussion In asthma, estradiol shuttles adaptive immunity towards the TH2 phenotype while in smokers estrogens may be involved in the generation of toxic intermediate metabolites in the airways of female smokers, which may be relevant in COPD pathogenesis. In CF, estradiol has been demonstrated to up-regulate MUC5B gene in human airway epithelial cells and inhibit chloride secretion in the airways. Progesterone may augment airway inflammation. Summary Taken together, clinical and in-vivo data have demonstrated a sex-related difference in that females may be more susceptible to the pathogenesis of lung diseases. In this paper, we review the effect of female sex hormones in the context of these inflammatory airway diseases.
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Affiliation(s)
- Anthony Tam
- The UBC James Hogg Research Centre, Providence Heart+Lung Centre & Department of Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
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Pelzer ES, Allan JA, Cunningham K, Mengersen K, Allan JM, Launchbury T, Beagley K, Knox CL. Microbial colonization of follicular fluid: alterations in cytokine expression and adverse assisted reproduction technology outcomes. Hum Reprod 2011; 26:1799-812. [PMID: 21511711 DOI: 10.1093/humrep/der108] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Previous studies have measured cytokines expressed within follicular fluid and compared the profiles with the aetiology of infertility and/or successful or unsuccessful assisted reproduction technology (ART) outcomes. METHODS In this study, 71 paired follicular fluid and vaginal secretions collected from ART patients were cultured to detect microorganisms and tested for the presence of cytokines. Patient specimens were selected for assay based on two criteria: whether the follicular fluid specimen was colonized (with microorganisms prior to oocyte retrieval) or contaminated by vaginal flora and; the aetiology of infertility. Patients included fertile women (with infertile male partners; n = 18), women with endometriosis (n = 16) or polycystic ovary syndrome (PCOS, n = 14), or couples with a history of genital tract infection (n = 9) or idiopathic infertility (n = 14). RESULTS Microorganisms and cytokines were detected within all tested specimens. Colonizing microorganisms in follicular fluid were associated with: decreased fertilization rates for fertile women (P = 0.005), women with endometriosis (P = 0.0002) or PCOS (P = 0.002) compared with women whose follicular fluid was contaminated at the time of oocyte retrieval and with decreased pregnancy rates for couples with idiopathic infertility (P = 0.001). A single cytokine was discriminatory for women with an idiopathic aetiology of infertility (follicular fluid interleukin (IL)-18). Unique cytokine profiles were also associated with successful fertilization (IL-1α, IL-1β, IL-18 and vascular endothelial growth factor). CONCLUSIONS Follicular fluid is not sterile. Microorganisms colonizing follicular fluid and the ensuing cytokine response could be a further as yet unrecognized cause and/or predictor of adverse ART outcomes and infertility.
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Affiliation(s)
- Elise S Pelzer
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
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Bonetti TCS, Salomao R, Brunialti M, Braga DPAF, Borges E, Silva IDCG. Cytokine and hormonal profile in serum samples of patients undergoing controlled ovarian stimulation: interleukin-1 predicts ongoing pregnancy. Hum Reprod 2010; 25:2101-6. [DOI: 10.1093/humrep/deq171] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Centurione L, Giampietro F, Sancilio S, Piccirilli M, Artese L, Tiboni GM, Di Pietro R. Morphometric and ultrastructural analysis of human granulosa cells after gonadotrophin-releasing hormone agonist or antagonist. Reprod Biomed Online 2010; 20:625-33. [PMID: 20335069 DOI: 10.1016/j.rbmo.2010.02.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2009] [Revised: 07/20/2009] [Accepted: 12/10/2009] [Indexed: 02/08/2023]
Abstract
Morphological features of granulosa cells can reflect their functional status. The present study was aimed at comparing possible differences in the fine structure of human granulosa cells exposed to gonadotrophin-releasing hormone (GnRH) agonist or antagonist treatment during ovarian stimulation. Cells were obtained from follicular aspirates of 21 women treated with recombinant follicle-stimulating hormone (rFSH) plus either a GnRH agonist or a GnRH antagonist. Conventional light microscopy procedures and computerized image analysis systems were used to identify different cell type morphological patterns and to quantify different cells distribution. Two morphologically distinct granulosa cell populations, defined as large/pale and small/dark cells, were identified and a different distribution in the two groups of women under investigation was found: a significantly higher percentage in large/pale cells was detected in the agonist-treated women (P<0.05), whereas the percentage of small/dark cells was significantly higher in the antagonist-treated group (P<0.05). Ultrastructural observations showed the presence in both cell populations of typical hallmarks of steroidogenic cells, highlighting signs of functional activity in the large/pale cell population. Further investigations are needed to define the possible clinical significance of these morphological findings.
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Affiliation(s)
- L Centurione
- Department of Biomorphology, University G D'Annunzio Chieti-Pescara, Via dei Vestini 31, Chieti Scalo (CH), Italy
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Cerrillo M, Rodríguez S, Mayoral M, Pacheco A, Martínez-Salazar J, Garcia-Velasco JA. Differential regulation of VEGF after final oocyte maturation with GnRH agonist versus hCG: a rationale for OHSS reduction. Fertil Steril 2009; 91:1526-8. [DOI: 10.1016/j.fertnstert.2008.08.118] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2008] [Revised: 08/25/2008] [Accepted: 08/25/2008] [Indexed: 10/21/2022]
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Asimakopoulos B, Milousis A, Gioka T, Kabouromiti G, Gianisslis G, Troussa A, Simopoulou M, Katergari S, Tripsianis G, Nikolettos N. Serum pattern of circulating adipokines throughout the physiological menstrual cycle. Endocr J 2009; 56:425-33. [PMID: 19225215 DOI: 10.1507/endocrj.k08e-222] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
This study investigated the serum levels of resistin, adiponectin and leptin during the physiological menstrual cycle. Sixteen women (age: 19-30 years; body mass index: 19.46-24.9) with regular menstrual cycles participated. Fasting blood samples were collected on alternate days throughout a full menstrual cycle. Mean resistin concentrations were slightly higher during the luteal phase (5.30+/-0.23 ng/ml) compared to the follicular (4.68+/-0.07 ng/ml) and midcycle (4.86+/-0.09 ng/ml) phases (p=0.032). Mean leptin concentrations during the follicular phase (18.14+/-0.28 ng/ml) were significantly lower compared to the midcycle (21.79+/-0.29 ng/ml, p=0.006) and luteal phases (23.75+/-0.64 ng/ml, p<0.001). The variation of adiponectin concentrations throughout the menstrual cycle was not significant. According to the results, circulating resistin, likewise leptin concentrations vary significantly during the physiological menstrual cycle presenting with higher values during the luteal phase. This pattern, although its physiological importance is not clear, suggests that resistin, likewise to leptin, may have a role in the regulation of cyclic female reproductive functions. The stable adiponectin concentrations throughout the menstrual cycle indicate that this adipokine probably does not play a considerable role in female reproductive functions.
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Affiliation(s)
- Byron Asimakopoulos
- Laboratory of Physiology, School of Medicine, Democritus University of Thrace, Dragana, Alexandroupolis, Greece
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Lee JR, Kim SH, Kim SM, Jee BC, Ku SY, Suh CS, Choi YM, Kim JG, Moon SY. Follicular fluid anti-Müllerian hormone and inhibin B concentrations: comparison between gonadotropin-releasing hormone (GnRH) agonist and GnRH antagonist cycles. Fertil Steril 2008; 89:860-7. [DOI: 10.1016/j.fertnstert.2007.04.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2007] [Revised: 04/10/2007] [Accepted: 04/10/2007] [Indexed: 11/25/2022]
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Asimakopoulos B, Abu-Hassan D, Metzen E, Al-Hasani S, Diedrich K, Nikolettos N. The levels of steroid hormones and cytokines in individual follicles are not associated with the fertilization outcome after intracytoplasmic sperm injection. Fertil Steril 2007; 90:60-4. [PMID: 17980366 DOI: 10.1016/j.fertnstert.2007.05.054] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2007] [Revised: 05/23/2007] [Accepted: 05/23/2007] [Indexed: 10/22/2022]
Abstract
OBJECTIVE To investigate the association between the levels of two steroid hormones and eight cytokines in fluids from individual follicles and the fertilization outcome of the oocytes derived from the same follicles. DESIGN Prospective study. SETTING University hospital. PATIENT(S) Forty-three women participating in intracytoplasmic sperm injection (ICSI)/ET cycles. INTERVENTION(S) The ovarian stimulation followed the multidose GnRH antagonist protocol. ICSI was performed in mature oocytes. The concentrations of estradiol, progesterone, tumor necrosis factor-alpha, interleukin (IL) -1beta, IL-6, vascular endothelial growth factor, leptin, basic fibroblast growth factor, epidermal growth factor, and insulin-like growth factor-I were measured by immunoassay methods in the follicles from which the mature oocytes were derived. MAIN OUTCOME MEASURE(S) The concentrations of the above hormones and cytokines in individual follicles and the fertilization outcome of the oocytes derived from the same follicles. RESULT(S) The intrafollicular concentrations of the above factors were not significantly associated with the fertilization outcome. These factors were not correlated with embryo quality, with the exception of leptin, which was weakly associated with embryo score (R = 0.276). CONCLUSION(S) The intrafollicular concentrations of the above factors cannot predict the fertilization outcome after ICSI.
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Affiliation(s)
- Byron Asimakopoulos
- Laboratory of Physiology, School of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
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