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1.
Hum Reprod ; 39(5): 1042-1056, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38452349

RESUMO

STUDY QUESTION: What is the human endometrial non-classical progesterone receptor (PGR) membrane component 2 (PGRMC2) expression pattern throughout the menstrual cycle and what role does it play during decidualization? SUMMARY ANSWER: Endometrial PGRMC2 expression fluctuates during the human menstrual cycle and is abundantly expressed in human endometrial stromal cells (hEnSCs) during in vitro decidualization, process where PGRMC2 is involved in embryo implantation-related pathways. WHAT IS KNOWN ALREADY: The endometrial response to progesterone is mediated by the classical and non-classical PGRs. We previously demonstrated that PGR membrane component 1 (PGRMC1) is critical for endometrial function, embryo implantation, and future placentation, however, the role(s) of PGRMC2, which is structurally similar to PGRMC1, have not been studied in the human endometrium. STUDY DESIGN, SIZE, DURATION: This prospective study comprehensively evaluated the endometrial expression of PGRMC2 throughout the human menstrual cycle and during in vitro decidualization of hEnSCs (isolated from 77 endometrial biopsies that were collected from 66 oocyte donors), using immunohistochemistry, RT-qPCR, western blot, transcriptomic, and proteomic analyses. In addition, functional analysis was carried out to validate the implication of PGRMC2 in hEnSCs during embryo invasion using an in vitro outgrowth model. PARTICIPANTS/MATERIALS, SETTING, METHODS: In vitro decidualization of hEnSCs was induced using co-treatment with cAMP and medroxyprogesterone 17-acetate progestin, and evaluated by measuring prolactin by ELISA and F-actin immunostaining. RT-qPCR was employed to compare expression with other PGRs. To reveal the function of PGRMC2 during the decidualization process, we specifically knocked down PGRMC2 with siRNAs and performed RNA-seq and quantitative proteomics techniques (SWATH-MS). The common differentially expressed genes (DEGs) and proteins (DEPs) were considered for downstream functional enrichment analysis. Finally, to verify its implication in the trophoblast invasion, an outgrowth model was carried out where hEnSCs with silenced PGRMC2 were co-cultured with human trophoblastic spheroids (JEG-3) following in vitro decidualization. MAIN RESULTS AND THE ROLE OF CHANCE: In contrast to PGRMC1 and classical PGRs, endometrial PGRMC2 gene expression was significantly lower during the late- versus mid-secretory phase (P < 0.05). Accordingly, the elevated PGRMC2 protein abundance observed in the endometrial epithelial glands throughout the menstrual cycle dropped in the late secretory phase, when abundance decreased in all endometrial compartments. Nevertheless, PGRMC2 protein increased during the mid-secretory phase in stromal and glandular cells, and PGRMC2 mRNA (P < 0.0001) and protein (P < 0.001) levels were significantly enhanced in the membranes/organelles of decidualized hEnSCs, compared to non-decidualized hEnSCs. Notably, PGRMC1 and PGRMC2 mRNA were significantly more abundant than classical PGRs throughout menstrual cycle phases and in decidualized and non-decidualized hEnSCs (P < 0.05). RNA-seq and proteomics data revealed 4687 DEGs and 28 DEPs, respectively, in decidualized hEnSCs after PGRMC2 silencing. While functional enrichment analysis showed that the 2420 upregulated genes were mainly associated with endoplasmic reticulum function, vesicular transport, morphogenesis, angiogenesis, cell migration, and cell adhesion, the 2267 downregulated genes were associated with aerobic respiration and protein biosynthesis. The protein enrichment analysis showed that 4 upregulated and 24 downregulated proteins were related to aerobic respiration, cellular response, metabolism, localization of endoplasmic reticulum proteins, and ribonucleoside biosynthesis routes. Finally, PGRMC2 knockdown significantly compromised the ability of the decidualized hEnSCs to support trophoblast expansion in an outgrowth model (P < 0.05). LARGE-SCALE DATA: Transcriptomic data are available via NCBI's Gene Expression Omnibus (GEO) under GEO Series accession number GSE251843 and proteomic data via ProteomeXchange with identifier PXD048494. LIMITATIONS, REASONS FOR CAUTION: The functional analyses were limited by the discrete number of human endometrial biopsies. A larger sample size is required to further investigate the potential role(s) of PGRMC2 during embryo implantation and maintenance of pregnancy. Further, the results obtained in the present work should be taken with caution, as the use of a pure primary endometrial stromal population differentiated in vitro does not fully represent the heterogeneity of the endometrium in vivo, nor the paracrine communications occurring between the distinct endometrial cell types. WIDER IMPLICATIONS OF THE FINDINGS: The repression of endometrial PGRMC2 during the late- versus mid-secretory phase, together with its overexpression during decidualization and multiple implications with embryo implantation not only highlighted the unknown roles of PGRMC2 in female reproduction but also the potential to exploit PGRMC2 signaling pathways to improve assisted reproduction treatments in the future. STUDY FUNDING/COMPETING INTEREST(S): This research was funded by Instituto de Salud Carlos III (ISCIII) granted to F.D. (PI20/00405 and PI23/00860), co-funded by the European Union. Y.M.-L. was supported by a predoctoral research grant from Generalitat Valenciana (ACIF/2019/262). R.G.-M. was supported by Generalitat Valenciana (CIAPOT/2022/15). P.d.C. was supported by a predoctoral grant for training in research into health (PFIS FI20/00086) from the Instituto de Salud Carlos III. I.D.-H. was supported by the Spanish Ministry of Science, Innovation and Universities (FPU18/01550). A.P. was supported by the Instituto de Salud Carlos III (PFIS FI18/00009). This research was also supported by IVI Foundation-RMA Global (1911-FIVI-103-FD). The authors declare no conflict of interest.


Assuntos
Decídua , Implantação do Embrião , Endométrio , Proteínas de Membrana , Ciclo Menstrual , Receptores de Progesterona , Células Estromais , Humanos , Feminino , Endométrio/metabolismo , Endométrio/citologia , Receptores de Progesterona/metabolismo , Ciclo Menstrual/metabolismo , Proteínas de Membrana/metabolismo , Proteínas de Membrana/genética , Decídua/metabolismo , Implantação do Embrião/fisiologia , Células Estromais/metabolismo , Adulto , Estudos Prospectivos
2.
Hum Reprod ; 39(2): 393-402, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38037188

RESUMO

STUDY QUESTION: Does ovarian stimulation with highly purified (hp)-HMG protect from elevated progesterone in the follicular phase compared to recombinant FSH (r-FSH) cycles through a different regulation of follicular steroidogenesis? SUMMARY ANSWER: hp-HMG enhanced the Δ4 pathway from pregnenolone to androstenodione leading to lower serum progesterone at the end of the cycle, while r-FSH promoted the conversion of pregnenolone to progesterone causing higher follicular phase progesterone levels. WHAT IS KNOWN ALREADY: Elevated progesterone in the follicular phase has been related to lower clinical outcome in fresh IVF cycles. Progesterone levels are positively correlated to ovarian response, and some studies have shown that when r-FSH alone is used for ovarian stimulation serum progesterone levels on the day of triggering are higher than when hp-HMG is given. Whether this is caused by a lower ovarian response in hp-HMG cycles or to a difference in follicular steroidogenesis in the two ovarian stimulation regimens has not been well characterized. STUDY DESIGN, SIZE, DURATION: A randomized controlled trial including 112 oocyte donors undergoing ovarian stimulation with GnRH antagonists and 225 IU/day of r-FSH (n = 56) or hp-HMG (n = 56) was carried out in a university-affiliated private infertility clinic. Subjects were recruited between October 2016 and June 2018. PARTICIPANTS/MATERIALS, SETTING, METHODS: The women were aged 18-35 years with a regular menstrual cycle (25-35 days) and normal ovarian reserve (serum anti-Müllerian hormone (AMH) = 10-30 pMol/l) undergoing ovarian stimulation for oocyte donation. FSH, LH, estradiol (E2), estrone, progesterone, pregnenolone, 17-OH-progesterone, androstenodione, dehidroepiandrostenodione, and testosterone were determined on stimulation Days 1, 4, 6, and 8 and on day of triggering in serum and in follicular fluid. Samples were frozen at -20°C until assay. Total exposures across the follicular phase were compared by polynomic extrapolation. MAIN RESULTS AND THE ROLE OF CHANCE: Subjects in both groups were comparable in terms of age, BMI, and AMH levels. Ovarian response was also similar: 17.5 ± 7.9 (mean ± SD) versus 16.5 ± 7.5 oocytes with r-FSH and hp-HMG, respectively (P = 0.49). Serum progesterone (ng/ml) on day of trigger was 0.46 ± 0.27 in the hp-HMG group versus 0.68 ± 0.50 in the r-FSH group (P = 0.010). Differences for progesterone were also significant on stimulation days 6 and 8. The pregnenolone: progesterone ratio was significantly increased in the r-FSH group from stimulation day 8 to the day of trigger (P = 0.019). Serum androstenodione (ng/ml) on day of trigger was 3.0 ± 1.4 in the hp-HMG group versus 2.4 ± 1.1 in the r-FSH group (P = 0.015). Differences in adrostenodione were also significant on stimulation Day 8. The pregnenolone:androstenodione ratio was significantly higher in the hp-HMG group (P = 0.012) on Days 6 and 8 and trigger. There were no other significant differences between groups. Follicular fluid E2, FSH, LH, dehidroepioandrostenodione, androstenodione, and testosterone were significantly higher in the hp-HMG than r-FSH group. No differences were observed for progesterone, estrone, 17-OH-progesterone, and pregnenolone in follicular fluid. LIMITATIONS, REASONS FOR CAUTION: All women included in the study were young, not infertile, and had a normal BMI and a good ovarian reserve. The findings might be different in other patient subpopulations. Hormone analyses with immunoassays are subject to intra-assay variations that may influence the results. WIDER IMPLICATIONS OF THE FINDINGS: Stimulation with hp-HMG may prevent progesterone elevation at the end of the follicular phase because of a different follicular steroidogenesis pathway, regardless of ovarian response. This should be considered, particularly in patients at risk of having high progesterone levels at the end of the follicular phase when a fresh embryo transfer is planned. STUDY FUNDING/COMPETING INTEREST(S): Roche Diagnostics provided unrestricted funding for all serum and follicular fluid hormone determinations. J.L.R., M.M., and A.P. have nothing to declare. E.B. has received consulting fees from Ferring, Merck, Gedeon Richter, and Roche and has participated in a research cooperation with Gedeon-Richter. In addition, the author has participated in speakers' bureau and received fees from Ferring, Gedeon Richter, Merck, and Roche. P.A. has received consulting fees from MSD and has participated in speakers' bureau and received fees from Ferring. P.A. also declares travel/meeting support from MSD. E.L. has received consulting fees from Ferring and MSD. In addition, the author has participated in a research cooperation with Gedeon-Richter. Also, the author has participated in speakers' bureau and received fees from Ferring and IBSA, as well as travel/meeting support from IBSA and Gedeon Richter. E.B., P.A., and E.L. also own stocks in IVIRMA Valencia. TRIAL REGISTRATION NUMBER: NCT: NCT02738580. TRIAL REGISTER DATE: 19 February 2016. DATE OF FIRST PATIENT'S ENROLMENT: 03 October 2016.


Assuntos
Fertilização in vitro , Progesterona , Gravidez , Feminino , Humanos , Fertilização in vitro/métodos , Taxa de Gravidez , Estrona , Hormônio Foliculoestimulante Humano , Indução da Ovulação/métodos , Testosterona , Pregnenolona
3.
Int J Mol Sci ; 24(10)2023 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-37240143

RESUMO

Mercury (Hg) cytotoxicity, which is largely mediated through oxidative stress (OS), can be relieved with antioxidants. Thus, we aimed to study the effects of Hg alone or in combination with 5 nM N-Acetyl-L-cysteine (NAC) on the primary endometrial cells' viability and function. Primary human endometrial epithelial cells (hEnEC) and stromal cells (hEnSC) were isolated from 44 endometrial biopsies obtained from healthy donors. The viability of treated endometrial and JEG-3 trophoblast cells was evaluated via tetrazolium salt metabolism. Cell death and DNA integrity were quantified following annexin V and TUNEL staining, while the reactive oxygen species (ROS) levels were quantified following DCFDA staining. Decidualization was assessed through secreted prolactin and the insulin-like growth factor-binding protein 1 (IGFBP1) in cultured media. JEG-3 spheroids were co-cultured with the hEnEC and decidual hEnSC to assess trophoblast adhesion and outgrowth on the decidual stroma, respectively. Hg compromised cell viability and amplified ROS production in trophoblast and endometrial cells and exacerbated cell death and DNA damage in trophoblast cells, impairing trophoblast adhesion and outgrowth. NAC supplementation significantly restored cell viability, trophoblast adhesion, and outgrowth. As these effects were accompanied by the significant decline in ROS production, our findings originally describe how implantation-related endometrial cell functions are restored in Hg-treated primary human endometrial co-cultures by antioxidant supplementation.


Assuntos
Antioxidantes , Endométrio , Feminino , Humanos , Antioxidantes/farmacologia , Antioxidantes/metabolismo , Linhagem Celular Tumoral , Espécies Reativas de Oxigênio/metabolismo , Endométrio/metabolismo , Implantação do Embrião/fisiologia , Trofoblastos/metabolismo , Suplementos Nutricionais , Células Estromais/metabolismo , Decídua , Células Cultivadas
4.
J Pers Med ; 12(2)2022 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-35207707

RESUMO

Adenomyosis is related to infertility and miscarriages, but so far there are no robust in vitro models that reproduce its pathological features to study the molecular mechanisms involved in this disease. Endometrial organoids are in vitro 3D models that recapitulate the native microenvironment and reproduce tissue characteristics that would allow the study of adenomyosis pathogenesis and related infertility disorders. In our study, human endometrial biopsies from adenomyosis (n = 6) and healthy women (n = 6) were recruited. Organoids were established and hormonally differentiated to recapitulate midsecretory and gestational endometrial phases. Physiological and pathological characteristics were evaluated by immunohistochemistry, immunofluorescence, qRT-PCR, and ELISA. Secretory and gestational organoids recapitulated in vivo glandular epithelial phenotype (pan-cytokeratin, Muc-1, PAS, Laminin, and Ki67) and secretory and gestational features (α-tubulin, SOX9, SPP1, PAEP, LIF, and 17ßHSD2 expression and SPP1 secretion). Adenomyosis organoids showed higher expression of TGF-ß2 and SMAD3 and increased gene expression of SPP1, PAEP, LIF, and 17ßHSD2 compared with control organoids. Our results demonstrate that organoids derived from endometria of adenomyosis patients and differentiated to secretory and gestational phases recapitulate native endometrial-tissue-specific features and disease-specific traits. Adenomyosis-derived organoids are a promising in vitro preclinical model to study impaired implantation and pregnancy disorders in adenomyosis and enable personalized drug screening.

5.
Fertil Steril ; 116(2): 404-412, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33814126

RESUMO

OBJECTIVE: To compare ovarian response and reproductive outcomes in oocyte donors undergoing pituitary suppression with medroxyprogesterone acetate (MPA) versus those undergoing conventional treatment with a gonadotropin-releasing hormone (GnRH) antagonist. DESIGN: A prospective, randomized, controlled trial of cycles was conducted from October 2017 to June 2019 to evaluate ovarian response in terms of the number of oocytes. The reproductive outcomes of the recipients were retrospectively analyzed later. SETTING: A university-affiliated private in vitro fertilization center. PATIENT(S): We randomly divided 318 donors into 2 groups in a 1:1 ratio. The oocytes obtained were assigned to 364 recipients. One hundred sixty-one donors were treated with a daily dose of 10 mg of MPA administered orally from the beginning of ovarian stimulation (OS), and 156 were treated with a GnRH antagonist (initiated once the leading follicle reached a diameter of 13 mm). Transvaginal ultrasound was performed, and serum estradiol, luteinizing hormone, and progesterone levels were recorded during monitoring. The following additional parameters were analyzed: endocrine profile (in follicular fluid), number of metaphase II oocytes, and pregnancy outcome. INTERVENTION(S): The donors included in the study group were stimulated using recombinant follicle-stimulating hormone and MPA at 10 mg/day, simultaneously begun on cycle day 2 or 3. Ovulation was induced using a GnRH agonist when dominant follicles matured. A short protocol with ganirelix at 0.25 mg/day was used for the control group. Oocytes were assigned to the recipients, followed by routine in vitro fertilization procedures in which 1 embryo was usually transferred. MAIN OUTCOME MEASURE(S): The primary outcome measure was the numbers of oocytes and metaphase II oocytes retrieved. The secondary outcomes were the incidence of premature luteinizing hormone surge, serum and follicular fluid hormone profiles, and clinical pregnancy outcomes in the recipient group. RESULT(S): The number of oocytes retrieved was 21.4 ± 11.7 in the MPA group and 21.2 ± 9.2 in the antagonist group (mean difference 0.14; 95% confidence interval -2.233, 2.517). The total dose of recombinant follicle-stimulating hormone, duration of OS, and endocrine profiles of the serum and follicular fluids were comparable in the 2 groups. No early ovulation was observed in either group. No statistically significant differences with respect to implantation rate (68.1% in the MPA group vs. 62% in the antagonist group), clinical pregnancy rate (64.5% in the MPA group vs. 57.8 in the antagonist group), ongoing pregnancy rate (55.4% in the MPA group vs. 48.5% in the antagonist group), live birth rate (55.1% in the MPA group vs. 48.5% in the antagonist group), or cumulative live birth rate (73.8% in the MPA group vs. 70.7% in the antagonist group) were observed between the groups. CONCLUSION(S): The administration of MPA resulted in oocyte retrieval rates, endocrine profiles, viable embryo numbers, and pregnancy outcomes similar to those achieved with the GnRH antagonist. Therefore, MPA can be recommended for OS in oocyte donation because it permits a more patient-friendly approach. CLINICAL TRIAL REGISTRATION NUMBER: NCT03300960.


Assuntos
Hormônio Liberador de Gonadotropina/antagonistas & inibidores , Acetato de Medroxiprogesterona/farmacologia , Doação de Oócitos/métodos , Adulto , Estradiol/sangue , Feminino , Humanos , Hormônio Luteinizante/sangue , Pessoa de Meia-Idade , Indução da Ovulação/métodos , Gravidez , Estudos Prospectivos
6.
Hum Reprod ; 36(3): 683-692, 2021 02 18.
Artigo em Inglês | MEDLINE | ID: mdl-33340402

RESUMO

STUDY QUESTION: Is there a serum progesterone (P) threshold on the day of embryo transfer (ET) in artificial endometrium preparation cycles below which the chances of ongoing pregnancy are reduced? SUMMARY ANSWER: Serum P levels <8.8 ng/ml on the day of ET lower ongoing pregnancy rate (OPR) in both own or donated oocyte cycles. WHAT IS KNOWN ALREADY: We previously found that serum P levels <9.2 ng/ml on the day of ET significantly decrease OPR in a sample of 211 oocyte donation recipients. Here, we assessed whether these results are applicable to all infertile patients under an artificial endometrial preparation cycle, regardless of the oocyte origin. STUDY DESIGN, SIZE, DURATION: This prospective cohort study was performed between September 2017 and November 2018 and enrolled 1205 patients scheduled for ET after an artificial endometrial preparation cycle with estradiol valerate and micronized vaginal P (MVP, 400 mg twice daily). PARTICIPANTS/MATERIALS, SETTING, METHODS: Patients ≤50 years old with a triple-layer endometrium ≥6.5 mm underwent transfer of one or two blastocysts. A total of 1150 patients treated with own oocytes without preimplantation genetic testing for aneuploidies (PGT-A) (n = 184), own oocytes with PGT-A (n = 308) or donated oocytes (n = 658) were analyzed. The primary endpoint was the OPR beyond pregnancy week 12 based on serum P levels measured immediately before ET. MAIN RESULTS AND THE ROLE OF CHANCE: Women with serum P levels <8.8 ng/ml (30th percentile) had a significantly lower OPR (36.6% vs 54.4%) and live birth rate (35.5% vs 52.0%) than the rest of the patients. Multivariate logistic regression showed that serum P < 8.8 ng/ml was an independent factor influencing OPR in the overall population and in the three treatment groups. A significant negative correlation was observed between serum P levels and BMI, weight and time between the last P dose and blood tests and a positive correlation was found with age, height and number of days on HRT. Multivariate logistic regression showed that only body weight was an independent factor for presenting serum P levels <8.8 ng/ml. Obstetrical and perinatal outcomes did not differ in patients with ongoing pregnancy regardless of serum P levels being above/below 8.8 ng/ml. LIMITATIONS, REASONS FOR CAUTION: Only women with MVP were included. Extrapolation to other P administration forms needs to be validated. WIDER IMPLICATIONS OF THE FINDINGS: This study identified the threshold of serum P as 8.8 ng/ml on the day of ET for artificial endometrial preparation cycles necessary to optimize outcomes, in cycles with own or donated oocytes. One-third of patients receiving MVP show inadequate levels of serum P that, in turn, impact the success of the ART cycle. Monitoring P levels in the mid-luteal phase is recommended when using MVP to adjust the doses according to the needs of the patient. STUDY FUNDING/COMPETING INTEREST(S): None. TRIAL REGISTRATION NUMBER: NCT03272412.


Assuntos
Transferência Embrionária , Progesterona , Feminino , Humanos , Nascido Vivo , Pessoa de Meia-Idade , Doação de Oócitos , Gravidez , Taxa de Gravidez , Estudos Prospectivos , Estudos Retrospectivos
7.
Nat Med ; 26(10): 1644-1653, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32929266

RESUMO

In a human menstrual cycle the endometrium undergoes remodeling, shedding and regeneration, all of which are driven by substantial gene expression changes in the underlying cellular hierarchy. Despite its importance in human fertility and regenerative biology, our understanding of this unique type of tissue homeostasis remains rudimentary. We characterized the transcriptomic transformation of human endometrium at single-cell resolution across the menstrual cycle, resolving cellular heterogeneity in multiple dimensions. We profiled the behavior of seven endometrial cell types, including a previously uncharacterized ciliated cell type, during four major phases of endometrial transformation, and found characteristic signatures for each cell type and phase. We discovered that the human window of implantation opens with an abrupt and discontinuous transcriptomic activation in the epithelia, accompanied with a widespread decidualization feature in the stromal fibroblasts. Our study provides a high-resolution molecular and cellular characterization of human endometrial transformation across the menstrual cycle, providing insights into this essential physiological process.


Assuntos
Endométrio/metabolismo , Ciclo Menstrual/genética , Análise de Célula Única , Transcriptoma , Adolescente , Adulto , Atlas como Assunto , Biópsia , Decídua/crescimento & desenvolvimento , Decídua/metabolismo , Implantação do Embrião/fisiologia , Endométrio/citologia , Endométrio/patologia , Epitélio/metabolismo , Epitélio/patologia , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Ciclo Menstrual/metabolismo , Análise de Célula Única/métodos , Células Estromais/metabolismo , Células Estromais/patologia , Adulto Jovem
8.
J Clin Endocrinol Metab ; 105(3)2020 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-31665361

RESUMO

CONTEXT: Endometrial liquid biopsy (ELB) is a minimally invasive alternative for research and diagnosis in endometrial biology. OBJECTIVE: We sought to establish an endometrial micro ribonucleic acid (miRNA) roadmap based on ELB during the secretory phase of the menstrual cycle in both natural and hormonal replacement therapy (HRT) cycles. DESIGN: Human ELB samples (n = 58) were obtained from healthy ovum donors undergoing a natural and an HRT cycle consecutively. miRNA profiles were identified using next-generation sequencing (NGS). For functional analysis, messenger ribonucleic acid targets were chosen among those reported in the endometrial receptivity analysis. RESULTS: The human endometrial secretory phase is characterized by a dynamic miRNA secretion pattern that varies from the prereceptive to the receptive stages. No differences in miRNA profiles were found among natural versus HRT cycles in the same women, reinforcing the similarities in functional and clinical outcomes in natural versus medicated cycles. Bioinformatic analysis revealed 62 validated interactions and 81 predicted interactions of miRNAs differentially expressed in the HRT cycle. Annotation of these genes linked them to 51 different pathways involved in endometrial receptivity. CONCLUSION: This NGS-based study describes the miRNA signature in human ELB during the secretory phase of natural and HRT cycles. A consistent endometrial miRNA signature was observed in the acquisition of endometrial receptivity. Interestingly, no significant differences in miRNA expression were found in natural versus HRT cycles reinforcing the functional clinical similarities between both approaches.


Assuntos
Implantação do Embrião/fisiologia , Endométrio/metabolismo , Ciclo Menstrual/genética , MicroRNAs/metabolismo , RNA Mensageiro/genética , Adolescente , Adulto , Biomarcadores/metabolismo , Biologia Computacional , Endométrio/efeitos dos fármacos , Estradiol/administração & dosagem , Feminino , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica/fisiologia , Voluntários Saudáveis , Sequenciamento de Nucleotídeos em Larga Escala , Terapia de Reposição Hormonal/métodos , Humanos , Biópsia Líquida/métodos , Ciclo Menstrual/efeitos dos fármacos , MicroRNAs/isolamento & purificação , Progesterona/administração & dosagem , Medicina Reprodutiva/métodos , Transcriptoma/fisiologia , Adulto Jovem
9.
Hum Reprod ; 34(7): 1302-1312, 2019 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-31211846

RESUMO

STUDY QUESTION: Do oocytes from women with ovarian endometriosis (OE) have a different transcriptomic profile than those from healthy women? SUMMARY ANSWER: Oocytes from endometriosis patients, independently of whether they came from the affected ovary, exhibited a differential transcriptomic profile compared to oocytes from healthy egg donors. WHAT IS KNOWN ALREADY: Studies of endometriosis have sought to determine whether OE affects oocyte quality. While many reports indicate that oocytes recovered from endometriotic ovaries may be affected by the disease, other studies have found no significant differences among oocyte/embryo quality and fertilization, implantation and pregnancy rates in women with endometriosis. STUDY DESIGN, SIZE, DURATION: This prospective study compared metaphase II (MII) oocytes (n = 16) from endometriosis patients (n = 7) to oocytes (n = 16) from healthy egg donors (n = 5) by single-cell RNA sequencing (scRNA-seq). Participants were recruited between December 2016 and February 2018 at IVI-RMA Valencia and Vigo clinics. PARTICIPANTS/MATERIALS, SETTING, METHODS: Human MII oocytes were collected from healthy egg donors and OE patients aged 18-34 years, with a body mass index of <30 and >6 pre-antral follicles. RNA was extracted, cDNA was generated and libraries were constructed and sequenced. scRNA-seq data libraries were processed and statistically analysed. Selected genes were validated by quantitative real-time PCR. MAIN RESULTS AND THE ROLE OF CHANCE: Our scRNA-seq results revealed an effect of endometriosis on global transcriptome behaviour in oocytes from endometriotic ovaries. The highest number of differentially expressed genes (DEGs) was found when oocytes from women with OE were compared to oocytes from healthy donors [520 DEGs (394 upregulated and 126 downregulated)], independently of whether oocytes came from an affected or unaffected ovary. Among the top 20 significant DEGs in this comparison, most were upregulated, including APOE, DUSP1, G0S2, H2AFZ, ID4, MGST1 and WEE1. PXK was the only downregulated gene. Subsequently, functional analysis showed 31 enriched functions deregulated in endometriosis patients (Benjamini P < 0.1), being 16 significant enriched functions considering Benjamini P < 0.05, which involved in biological processes and molecular functions, such as steroid metabolism, response to oxidative stress and cell growth regulation. In addition, our functional analysis showed enrichment for mitochondria, which are an important cellular component in oocyte development. Other functions important in embryo development, such as angiogenesis and methylation, were also significantly enriched. LARGE SCALE DATA: All raw sequencing data are submitted in Gene Expression Omnibus (GEO) under accession number (PRJNA514416). LIMITATIONS, REASONS FOR CAUTION: This study was restricted only to OE and thereby other anatomical entities, such as peritoneal and deep infiltrating endometriosis, were not considered. This is a descriptive study with a limited number of samples reflecting the difficulty to recruit human oocytes, especially from women with endometriosis. WIDER IMPLICATIONS OF THE FINDINGS: This study suggests that OE exhibits a global transcriptomic effect on oocytes of patients in OE, independently if they come from an affected or unaffected ovary and alters key biological processes and molecular functions related to steroid metabolism, response to oxidative stress and cell growth regulation, which reduce oocyte quality. STUDY FUNDING/COMPETING INTEREST(S): This research was supported by IVI Foundation, the Spanish Ministry of Economy and Competitiveness through the Miguel Servet programme (CPII018/00002 to F.D.), the Sara Borrell Program (CD15/00057 to H.F.) and the VALi+d Programe (Generalitat Valenciana); ACIF/2016/444 to A.C.). The authors have no conflicts of interest to declare. TRIAL REGISTRATION NUMBER: None.


Assuntos
Endometriose/metabolismo , Oócitos/metabolismo , Doenças Ovarianas/metabolismo , Transcriptoma , Adolescente , Adulto , Estudos de Casos e Controles , Feminino , Perfilação da Expressão Gênica , Humanos , Análise de Sequência de RNA , Análise de Célula Única , Adulto Jovem
10.
J Proteomics ; 203: 103381, 2019 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-31102758

RESUMO

Endometrial receptivity is a limiting step in human reproduction. A disruption in the development of endometrial receptivity is responsible for recurrent implantation failures (RIF) of endometrial origin. To understand the molecular mechanisms behind the endometrial receptivity process, we used the isobaric tag for relative and absolute quantitation (iTRAQ) method to compare three different endometrial statuses: fertile women, intrauterine device (IUD) carriers, and RIF patients. Overall, iTRAQ allowed identified 1889 non-redundant proteins. Of these, 188 were differentially expressed proteins (DEP) (p-value < .05). Pairwise comparisons revealed 133 significant DEP in fertile vs. IUD carriers and 158 DEP in RIF vs. IUD carriers. However, no DEP were identified between fertile and RIF patients. Western blot validation of three DEP involved in endometrial receptivity (plastin 2, lactotransferrin, and lysozyme) confirmed our iTRAQ results. Moreover, functional KEGG enrichment revealed that complement and coagulation cascades and peroxisome were the two most significant pathways for the RIF vs. IUD comparison and ribosome and spliceosome for the fertile vs. IUD comparison, as possible important pathways involved in the endometrial receptivity acquisition. The lack of DEP between fertile and RIF patient endometria suggest that idiopathic RIF may not have an endometrial origin, with other as-yet-unknown factors involved. SIGNIFICANCE: A pilot study where a comparison of the endometrial protein profile from women with different endometrial receptive grade (fertile women, IUD carriers and RIF patients) during the same period of time (overlapping with the window of implantation) of a hormone replacement therapy was performed using a high-throughput proteomic technique. This approach lead us to better understand the molecular mechanisms undergoing endometrial receptivity, a time-limiting step to achieve pregnancy in humans. Moreover, the number of samples per group (10 Fertile women, 10 IUD carriers and 8 RIF patients) according to the methodology here employed (8plex iTRAQ), give more robustness to our results. Our findings confirm that an IUD introduces numerous changes in the endometrial protein profile when compared to fertile and RIF endometria, revealing some key proteins involved in endometrial receptivity. Finding no significant differences between Fertile and RIF patient endometria could suggest that other as-yet-unknown factors could be involved in the etiology of idiopathic RIF.


Assuntos
Endométrio/química , Fertilidade , Proteômica/métodos , Adulto , Implantação do Embrião , Endométrio/metabolismo , Feminino , Humanos , Dispositivos Intrauterinos , Projetos Piloto , Gravidez , Proteínas/análise
12.
Reprod Biomed Online ; 34(6): 605-610, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28366518

RESUMO

Assisted reproductive technologies are well-established treatments for many types of subfertility representing substantial economic and healthcare implications for patients, healthcare providers and society as a whole. In order to optimize outcomes according to the type of gonadotrophins within an oocyte donor programme, we performed an economic evaluation based on data collected in a multicentre, prospective, randomized study within three private clinics belonging to the IVI Group. Results showed no relevant between-group differences in the clinical variables. According to the economic analysis, ovarian stimulation with corifollitropin alfa increased the overall cost of the treatment as well as the cost per retrieved and effective oocyte, although the differences were not statistically significant. In conclusion, cost savings can be achieved using cheaper gonadotrophins during ovarian stimulation. The cost of corifollitropin alfa compared with recombinant FSH and highly purified human menopausal gonadotrophin should be considered when making treatment decisions.


Assuntos
Hormônio Foliculoestimulante Humano/administração & dosagem , Menotropinas/administração & dosagem , Doação de Oócitos , Indução da Ovulação/métodos , Adulto , Feminino , Hormônio Foliculoestimulante Humano/economia , Humanos , Menotropinas/economia , Indução da Ovulação/economia , Proteínas Recombinantes/administração & dosagem , Proteínas Recombinantes/economia , Adulto Jovem
13.
Biomed Res Int ; 2017: 5637923, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28428962

RESUMO

This study has analysed the relationship between ovarian response and the number of euploid embryos. This is a post hoc analysis of a subset of data generated during a prospective cohort study previously published. Forty-six oocyte donors were subjected to ovarian stimulation with 150 IU of rFSH and 75 IU of hp-hMG in a GnRH agonist long protocol. Preimplantation genetic screening was performed in all viable embryos. We observed a positive relationship between ovarian response and the number of euploid embryos. When ovarian response was above the median (≥17 oocytes), the mean number of euploid embryos per donor was 5.0 ± 2.4, while when <17 oocytes were obtained the mean number of euploid embryos was 2.7 ± 1.4 (p = 0.000). Aneuploidy rate did not increase with ovarian response or gonadotropin doses. Also, the number of euploid embryos was inversely related to the amount of gonadotropins needed per oocyte obtained (ovarian sensitivity index). These results suggest that the number of euploid embryos available for embryo transfer increases as the number of oocytes obtained does. Considering the total number of euploid embryos seems more relevant than the aneuploidy rate.


Assuntos
Aneuploidia , Fertilização in vitro , Oócitos/crescimento & desenvolvimento , Indução da Ovulação , Adulto , Transferência Embrionária , Feminino , Hormônio Foliculoestimulante/administração & dosagem , Hormônio Liberador de Gonadotropina/administração & dosagem , Humanos , Recuperação de Oócitos , Oócitos/efeitos dos fármacos , Gravidez , Diagnóstico Pré-Implantação
14.
Am J Obstet Gynecol ; 215(6): 684-703, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27717732

RESUMO

BACKGROUND: Bacterial cells in the human body account for 1-3% of total body weight and are at least equal in number to human cells. Recent research has focused on understanding how the different bacterial communities in the body (eg, gut, respiratory, skin, and vaginal microbiomes) predispose to health and disease. The microbiota of the reproductive tract has been inferred from the vaginal bacterial communities, and the uterus has been classically considered a sterile cavity. However, while the vaginal microbiota has been investigated in depth, there is a paucity of consistent data regarding the existence of an endometrial microbiota and its possible impact in reproductive function. OBJECTIVE: This study sought to test the existence of an endometrial microbiota that differs from that in the vagina, assess its hormonal regulation, and analyze the impact of the endometrial microbial community on reproductive outcome in infertile patients undergoing in vitro fertilization. STUDY DESIGN: To identify the existence of an endometrial microbiota, paired samples of endometrial fluid and vaginal aspirates were obtained simultaneously from 13 fertile women in prereceptive and receptive phases within the same menstrual cycle (total samples analyzed n = 52). To investigate the hormonal regulation of the endometrial microbiota during the acquisition of endometrial receptivity, endometrial fluid was collected at prereceptive and receptive phases within the same cycle from 22 fertile women (n = 44). Finally, the reproductive impact of an altered endometrial microbiota in endometrial fluid was assessed by implantation, ongoing pregnancy, and live birth rates in 35 infertile patients undergoing in vitro fertilization (total samples n = 41) with a receptive endometrium diagnosed using the endometrial receptivity array. Genomic DNA was obtained either from endometrial fluid or vaginal aspirate and sequenced by 454 pyrosequencing of the V3-V5 region of the 16S ribosomal RNA (rRNA) gene; the resulting sequences were taxonomically assigned using QIIME. Data analysis was performed using R packages. The χ2 test, Student t test, and analysis of variance were used for statistical analyses. RESULTS: When bacterial communities from paired endometrial fluid and vaginal aspirate samples within the same subjects were interrogated, different bacterial communities were detected between the uterine cavity and the vagina of some subjects. Based on its composition, the microbiota in the endometrial fluid, comprising up to 191 operational taxonomic units, was defined as a Lactobacillus-dominated microbiota (>90% Lactobacillus spp.) or a non-Lactobacillus-dominated microbiota (<90% Lactobacillus spp. with >10% of other bacteria). Although the endometrial microbiota was not hormonally regulated during the acquisition of endometrial receptivity, the presence of a non-Lactobacillus-dominated microbiota in a receptive endometrium was associated with significant decreases in implantation [60.7% vs 23.1% (P = .02)], pregnancy [70.6% vs 33.3% (P = .03)], ongoing pregnancy [58.8% vs 13.3% (P = .02)], and live birth [58.8% vs 6.7% (P = .002)] rates. CONCLUSION: Our results demonstrate the existence of an endometrial microbiota that is highly stable during the acquisition of endometrial receptivity. However, pathological modification of its profile is associated with poor reproductive outcomes for in vitro fertilization patients. This finding adds a novel microbiological dimension to the reproductive process.


Assuntos
Transferência Embrionária , Endométrio/microbiologia , Fertilização in vitro , Infertilidade/terapia , Nascido Vivo/epidemiologia , Microbiota/genética , RNA Ribossômico 16S/genética , Vagina/microbiologia , Técnicas de Tipagem Bacteriana , Estudos de Casos e Controles , Implantação do Embrião , Feminino , Gardnerella vaginalis/genética , Genoma Bacteriano , Humanos , Lactobacillus/genética , Modelos Logísticos , Hormônio Luteinizante , Ciclo Menstrual , Análise Multivariada , Projetos Piloto , Reação em Cadeia da Polimerase , Gravidez , Taxa de Gravidez , Prevotella/genética , Análise de Componente Principal , Estudos Prospectivos , Análise de Sequência de RNA , Espanha/epidemiologia , Resultado do Tratamento
15.
Fertil Steril ; 104(5): 1286-93, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26354092

RESUMO

OBJECTIVE: To develop an expanded pan-ethnic preconception carrier genetic screening test for use in assisted reproductive technology (ART) patients and donors. DESIGN: Retrospective analysis of results obtained from 2,570 analyses. SETTING: Reproductive genetic laboratory. PATIENT(S): The 2,570 samples comprised 1,170 individuals from the gamete donor programs; 1,124 individuals corresponding to the partner of the patient receiving the donated gamete; and 276 individuals from 138 couples seeking ART using their own gametes. INTERVENTION(S): None. MAIN OUTCOME MEASURE(S): Next-generation sequencing of 549 recessive and X-linked genes involved in severe childhood phenotypes reinforced with five complementary tests covering high prevalent mutations not detected by next-generation sequencing. RESULT(S): Preclinical validation included 48 DNA samples carrying known mutations for 27 genes, resulting in a sensitivity of 99%. In the clinical dataset, 2,161 samples (84%) tested positive, with an average carrier burden of 2.3 per sample. Five percent of the couples using their own gametes were found to have pathogenic variants conferring high risk for six different diseases. These high-risk couples and patients received genetic counseling and recommendations for preimplantation genetic diagnosis. For patients receiving gamete donation, we applied a genetic testing and blinded matching system to avoid high-risk combinations regardless of their carrier burden. For female donors, 1.94% were positive for X-linked conditions; they received genetic counselling and were discarded. CONCLUSION(S): We have developed a comprehensive carrier genetic screening test that, combined with our matching system and genetic counseling, constitutes a powerful tool to avoid more than 600 mendelian diseases in the offspring of patients undergoing ART.


Assuntos
Análise Mutacional de DNA , Triagem de Portadores Genéticos/métodos , Doenças Genéticas Ligadas ao Cromossomo X/genética , Testes Genéticos/métodos , Heterozigoto , Sequenciamento de Nucleotídeos em Larga Escala , Infertilidade/terapia , Cuidado Pré-Concepcional/métodos , Técnicas de Reprodução Assistida , Feminino , Aconselhamento Genético , Doenças Genéticas Ligadas ao Cromossomo X/diagnóstico , Predisposição Genética para Doença , Humanos , Infertilidade/diagnóstico , Infertilidade/genética , Masculino , Mutação , Fenótipo , Valor Preditivo dos Testes , Diagnóstico Pré-Implantação , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores de Risco
17.
Fertil Steril ; 103(6): 1407-15.e1, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25935493

RESUMO

OBJECTIVE: To determine whether the global metabolomic profile of the spent culture media (SCM) of day-3 embryos is different in obese and normoweight women undergoing in vitro fertilization (IVF). DESIGN: Prospective cohort analysis. SETTING: IVF clinic. PATIENT(S): Twenty-eight young, nonsmoking women with normoweight, nonsmoking male partners with mild/normal sperm factors undergoing a first IVF attempt for idiopathic infertility, tubal factor infertility, or failed ovulation induction: obese ovulatory women (n = 12); obese women with polycystic ovary syndrome (PCOS; n = 4); normoweight ovulatory women (n = 12). INTERVENTION(S): Fifty µl of SCM collected from two day-3 embryos of each cohort. MAIN OUTCOME MEASURE(S): Metabolomic profiling via ultrahigh performance liquid chromatography coupled to mass spectrometry of SCM from a total of 56 embryos. RESULT(S): The untargeted metabolomic profile was different in obese and normoweight women. Partial least squares discriminant analysis resulted in a clear separation of samples when a total of 551 differential metabolites were considered. A prediction model was generated using the most consistent metabolites. Most of the metabolites identified were saturated fatty acids, which were detected in lower concentrations in the SCM of embryos from obese women. The metabolomic profile was similar in obese women with or without PCOS. CONCLUSION(S): The metabolomic profile in the SCM of day-3 embryos is different in normoweight and obese women. Saturated fatty acids seem to be reduced when embryos from obese patients are present. CLINICAL TRIAL REGISTRATION NUMBER: NCT01448863.


Assuntos
Embrião de Mamíferos/metabolismo , Fertilização in vitro , Infertilidade Feminina/metabolismo , Infertilidade Feminina/terapia , Metaboloma , Obesidade/metabolismo , Proteoma/metabolismo , Adulto , Meios de Cultura/metabolismo , Técnicas de Cultura Embrionária/métodos , Transferência Embrionária , Feminino , Regulação da Expressão Gênica , Humanos , Infertilidade Feminina/complicações , Masculino , Obesidade/complicações , Síndrome do Ovário Policístico/metabolismo , Síndrome do Ovário Policístico/terapia
18.
Int J Endocrinol Metab ; 11(2): 107-16, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23825982

RESUMO

The GnRH analogue (agonist and antagonist GnRH) changed ovarian stimulation. On the one hand, it improved chances of pregnancy to obtain more oocytes and better embryos. This leads to an ovarian hyper-response, which can be complicated by the ovarian hyperstimulation syndrome (OHSS). On the other hand, the GnRH analogue can prevent the incidence of OHSS: GnRH antagonist protocols, GnRH agonist for triggering final oocyte maturation, either together or separately, coasting, and the GnRH analogue may prove useful for avoiding OHSS in high-risk patients. We review these topics in this article.

19.
Fertil Steril ; 99(2): 508-17, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23102856

RESUMO

OBJECTIVE: To compare the accuracy and reproducibility of the endometrial receptivity array (ERA) versus standard histologic methods. DESIGN: A comparative prospective study (May 2008-May 2012). SETTING: University-affiliated infertility clinic. PATIENT(S): Eighty-six healthy oocyte donors, regularly cycling, aged 20-34 years with a body mass index (BMI) of 19-25 kg/m(2). INTERVENTION(S): Endometrial biopsies were collected throughout the menstrual cycle. For the accuracy study, 79 samples were grouped into two cohorts: the training set (n = 79) for ERA machine-learning training and dating, and a dating subset (n = 49) for comparison between histologic and ERA dating. For the reproducibility study, seven women underwent ERA testing and it was repeated in the same patients on the same day of their cycle 29-40 months later. MAIN OUTCOME MEASURE(S): Concordance of histologic and ERA dating related to LH as a reference, and interobserver variability between pathologists were statistically analyzed by the quadratic weighted Kappa index. The ERA reproducibility was tested and its gene expression visualized by principal component analysis. RESULT(S): For each pathologist, concordance against LH peak yielded values of 0.618 (0.446-0.791) and 0.685 (0.545-0.824). Interobserver variability between pathologists yielded a Kappa index of 0.622 (0.435-0.839). Concordance for ERA dating against LH peak showed a value of 0.922 (0.815-1.000). Reproducibility of the ERA test was 100% consistent. CONCLUSION(S): The ERA is more accurate than histologic dating and is a completely reproducible method for the diagnosis of endometrial dating and receptivity status.


Assuntos
Inteligência Artificial , Biópsia/métodos , Diagnóstico por Computador/métodos , Endométrio/citologia , Endométrio/metabolismo , Detecção da Ovulação/métodos , Adulto , Biomarcadores/análise , Feminino , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto Jovem
20.
J Clin Endocrinol Metab ; 97(10): E1987-94, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22865900

RESUMO

CONTEXT: A high chromosomal abnormalities rate has been observed in human embryos derived from in vitro fertilization (IVF) treatments. The real incidence in natural cycles has been poorly studied, so whether this frequency may be induced by external factors, such as use of gonadotropins for ovarian stimulation, remains unknown. DESIGN: We conducted a prospective cohort study in a University-affiliated private infertility clinic with a comparison between unstimulated and stimulated ovarian cycles in the same women. Preimplantation genetic screening by fluorescence in situ hybridization was performed in all viable d 3 embryos. OBJECTIVE: The primary objective was to compare the incidence of embryo chromosomal abnormalities in an unstimulated cycle and in an ulterior moderate ovarian stimulated cycle. Secondary outcome measures were embryo quality, blastocyst rate of biopsied embryos, number of normal blastocysts per donor, type of chromosomal abnormalities, and clinical outcome. RESULTS: One hundred eighty-five oocyte donors were initially recruited for the unstimulated cycle, and preimplantation genetic screening could be performed in 51 of them, showing 35.3% of embryo chromosomal abnormalities. Forty-six of them later completed a stimulated cycle. The sperm donor sample was the same for both cycles. The proportion of embryos displaying abnormalities in the unstimulated cycle was 34.8% (16 of 46), whereas it was 40.6% (123 of 303) in the stimulated cycle with risk difference=5.8 [95% confidence interval (CI)=-20.6-9.0], and relative risk=1.17 (95% CI=0.77-1.77) (P=0.45). When an intrasubject comparison was made, the abnormalities rate was 34.8% (95% CI=20.5-49.1) in the unstimulated cycle and 38.2% (95% CI=30.5-45.8) in the stimulated cycle [risk difference=3.4 (95% CI=-17.9-11.2); P=0.64]. No differences were observed for embryo quality and type of chromosomal abnormalities. CONCLUSIONS: Moderate ovarian stimulation in young normo-ovulatory women does not significantly increase the embryo aneuploidies rate in in vitro fertilization-derived human embryos as compared with an unstimulated cycle. Whether these results can be extrapolated to infertile patients is still unknown.


Assuntos
Blastocisto/citologia , Aberrações Cromossômicas/estatística & dados numéricos , Fertilização in vitro/métodos , Infertilidade Feminina/terapia , Indução da Ovulação/métodos , Adulto , Aberrações Cromossômicas/induzido quimicamente , Relação Dose-Resposta a Droga , Desenvolvimento Embrionário/efeitos dos fármacos , Desenvolvimento Embrionário/fisiologia , Feminino , Fase Folicular/efeitos dos fármacos , Fase Folicular/fisiologia , Gonadotropinas/administração & dosagem , Gonadotropinas/efeitos adversos , Humanos , Incidência , Indução da Ovulação/efeitos adversos , Gravidez , Estudos Prospectivos , Adulto Jovem
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