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BACKGROUND: Poor ovarian response (POR) to controlled ovarian stimulation (COS) remains challenging, especially in advanced-age women with diminished ovarian reserve, resulting in low live birth rates. Many patients prefer to conceive with their eggs, underscoring the need for improved treatments. This study explores astaxanthin potential as a COS adjuvant to improve ovarian response and assisted reproductive technology (ART) outcomes, considering its impact on oxidative stress (OS), inflammation, and apoptosis, which are key factors in POR. METHODS: In this randomized, triple-blind, placebo-controlled trial, 60 infertile POR patients from POSEIDON Group 4 (the poorest prognosis category, age > 35 and poor ovarian reserve (anti-müllerian hormone < 1.2 ng/ml or antral follicle count < 5) undergoing intracytoplasmic sperm injection were enrolled. Patients were assigned to receive either 12 mg/day AST or placebo for eight weeks. All patients underwent a gonadotropin-releasing hormone antagonist regimen for COS. ART outcomes were compared between groups. Blood serum and follicular fluid (FF) were analyzed for OS markers (superoxide dismutase [SOD], total antioxidant capacity [TAC], and malondialdehyde [MDA]), and pro-inflammatory cytokines (interleukin-6 [IL-6], interleukin-8 [IL-8], and vascular endothelial growth factor [VEGF]) via enzyme-linked immunosorbent assay kits, and cell-free DNA [cfDNA] (apoptotic marker) via ALU quantitative polymerase chain reaction. RESULTS: After the intervention, the AST group exhibited a significant elevation in serum (P = 0.013) and TAC (P = 0.030), accompanied by a significant reduction in serum MDA (P = 0.005). No significant differences between AST and placebo groups were observed in OS markers in FF. AST group showed significant reductions in the serum IL-6 (P < 0.001), IL-8 (P = 0.001), and VEGF (P = 0.002) levels following AST therapy. In the AST group, FF levels of IL-6 (P = 0 < 001), IL-8 (P = 0.036), VEGF (P = 0.006), and cfDNA (P < 0.001) were significantly lower than in the placebo group. Between-group comparisons showed significant differences in the alterations of serum SOD (P = 0.027), IL-6 (P < 0.001), and IL-8 (P = 0.035) levels between AST and placebo groups. The AST group showed significant increases in the number of retrieved oocytes (P = 0.003), MII oocytes (P = 0.004), frozen embryos (P = 0.037), and high-quality embryos (P = 0.014) compared to the placebo group. CONCLUSION: AST shows promise as a COS adjuvant therapy, potentially enhancing some ART outcomes in POR through alleviating OS, inflammation, and apoptosis. TRIAL REGISTRATION: Clinical trial registration number: IRCT20230223057510N1, URL: https://irct.behdasht.gov.ir/trial/68870 , registration date: 2023 March 16.
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Apoptose , Inflamação , Indução da Ovulação , Estresse Oxidativo , Técnicas de Reprodução Assistida , Xantofilas , Humanos , Feminino , Estresse Oxidativo/efeitos dos fármacos , Xantofilas/farmacologia , Xantofilas/uso terapêutico , Adulto , Apoptose/efeitos dos fármacos , Indução da Ovulação/métodos , Inflamação/tratamento farmacológico , Gravidez , Reserva Ovariana/efeitos dos fármacos , Injeções de Esperma Intracitoplásmicas/métodosRESUMO
Introduction: A Delphi consensus was performed to evaluate expert opinions on the management of key aspects of ovarian stimulation. Methods: A Scientific Committee developed eleven statements for patient profiles corresponding to predicted ovarian responses (low, normal, and high) based on antral follicle count (AFC) and anti-Müllerian hormone (AMH). The statements were distributed (online survey) to French and Belgian fertility specialists. Consensus was reached when ≥66.7% of participants agreed or disagreed. Results: Among 52 respondents, a consensus agreement was reached for each patient profile for personalizing the initial dose of gonadotropin, taking age, weight, body mass index, nature of the cycle, and the decision to perform a fresh transfer or a freeze-all strategy into consideration. The respondents preferred a fresh transfer for low and normal responders and a freeze-all strategy in case of high risk of hyperstimulation, newly diagnosed uterine or tubal pathology and premature progesterone elevation. A consensus was reached for 10-15 oocytes as optimal oocyte target from the first round of voting. The panel agreed to increase the gonadotropin dose in case of insufficient response and preferred a GnRH antagonist protocol for a subsequent cycle in case of excessive response. Finally, a consensual answer was obtained for using LH/hCG activity in case of hypogonadotropic hypogonadism, advanced age, inadequate response during first stimulation and suspected FSH receptor polymorphism. Discussion: The AMPLITUDE consensus supports the importance of optimizing the ovarian stimulation protocol for patients undergoing assisted reproductive technology treatment. Additional studies could complete these findings and guide fertility specialists in their daily practice to improve ovarian stimulation outcomes.
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Fragile X mental retardation protein (FMRP) is a translational repressor encoded by FMR1. It targets bone morphogenetic protein receptor type II (BMPR2), which regulates granulosa cell (GC) function and follicle development. However, whether this interaction affects folliculogenesis remains unclear. Therefore, this study investigated the potential effect of FMRP-BMPR2 dysregulation in ovarian reserves and infertility. COV434 cells and patient-derived GCs were used to evaluate FMRP and BMPR2 expression. Similarly, FMR1, BMPR2, LIMK1, and SMAD expression were evaluated in GCs with normal (NOR) and poor (POR) ovarian responses. FMRP and BMPR2 were expressed in both cell types. They were co-localized to the nuclear membrane of COV434 cells and cytoplasm of primary GCs. FMR1 silencing increased the mRNA and protein levels of BMPR2. However, the mRNA levels of FMR1 and BMPR2 were significantly lower in the POR group. FMR1 and BMPR2 levels were strongly positively correlated in the NOR group but weakly correlated in the POR group. Additionally, SMAD9 expression was significantly reduced in the POR group. This study highlights the crucial role of FMR1/FMRP in the regulation of BMPR2 expression and its impact on ovarian function. These findings indicate that the disruption of FMRP-BMPR2 interactions may cause poor ovarian responses and infertility.
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Receptores de Proteínas Morfogenéticas Ósseas Tipo II , Proteína do X Frágil da Deficiência Intelectual , Células da Granulosa , Humanos , Proteína do X Frágil da Deficiência Intelectual/metabolismo , Proteína do X Frágil da Deficiência Intelectual/genética , Células da Granulosa/metabolismo , Feminino , Receptores de Proteínas Morfogenéticas Ósseas Tipo II/metabolismo , Receptores de Proteínas Morfogenéticas Ósseas Tipo II/genética , Adulto , Regulação da Expressão Gênica , Reserva Ovariana/genéticaRESUMO
Poor ovarian response (POR) patients often face the risk of not having enough competent oocytes. Then, aspirating small follicles could serve as a strategy to increase their number. Many efforts have been addressed to associate follicular size with oocyte competence, but results are controversial. Therefore, our study aimed to evaluate oocyte maturation and developmental competence, along with a non-invasive oocyte-maturation-related miRNA signature in oocytes retrieved from both large and small follicles. A total of 178 follicles, from 31 POR patients, were aspirated and measured on the day of ovarian puncture. Follicular diameters, oocyte collection, oocyte maturation, fertilization, blastocysts, and good-quality blastocyst rates were recorded. Simultaneously, follicular fluids were collected to quantify their miRNA expression. The efficacy of oocyte retrieval along with oocyte maturation, fertilization, and blastulation rates tended to increase with follicular size, but few significant differences were found. Despite there being significantly more collected oocytes from follicles > 11.5 mm compared to follicles ≤ 11.5 mm (p < 0.05), oocytes from the latter were also mature, with no significant differences in the miRNA signature, but only those > 13.5 mm demonstrated developmental competence. In conclusion, 11.5 mm follicles can produce mature oocytes, but only those larger than 13.5 mm yielded transferable embryos.
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Fertilização in vitro , MicroRNAs , Oócitos , Folículo Ovariano , Humanos , Oócitos/metabolismo , MicroRNAs/genética , MicroRNAs/metabolismo , Feminino , Folículo Ovariano/metabolismo , Adulto , Fertilização in vitro/métodos , Indução da Ovulação , Recuperação de Oócitos , Líquido Folicular/metabolismo , Blastocisto/metabolismo , GravidezRESUMO
PURPOSE: The purpose of this study is to investigate the impact of daily follicle-stimulating-hormone (FSH) dose on the likelihood of suboptimal response to ovarian stimulation (OS) for in vitro fertilization (IVF) according to POSEIDON's criteria. METHODS: A tri-center retrospective cohort study (2015-2017) including women with normal anti-Müllerian hormone (AMH ≥ 1.2 ng/mL) and antral follicle count (AFC ≥ 5) values per POSEIDON's criteria, undergoing their first IVF/ICSI cycle using conventional OS (FSH ≥ 150 IU/day). Suboptimal response was the retrieval of 4-9 oocytes. In previous research, we detected an AMH ≤ 2.97 ng/mL and AFC ≤ 12 as the optimal cut-offs predicting suboptimal response. Therefore, we examined the effect of daily FSH dose (≤ 300 IU versus > 300 IU) on suboptimal response risk for each AMH and AFC value within these thresholds (AMH between 1.20 and 2.97 ng/mL, by 0.01 ng/mL increments; and an AFC between 5 and 12, by unit increments). Analysis involved contingency tables and multivariable logistic regression. RESULTS: Included were 4005 patients with AMH and AFC values in the specific range, among whom 2131 (53.2%) were suboptimal responders. Among 177 AMH groups analyzed, apart from three distributed irregularly, daily FSH doses > 300 IU versus lower doses (≤ 300 IU) did not decrease suboptimal response risk; similarly, higher doses did not decrease risk at the eight AFC values examined (p > 0.05 for all). Using multivariable logistic regression, FSH doses were not associated with suboptimal response risk. Conversely, female age, AMH, AFC, and gonadotropin type were associated with suboptimal response. CONCLUSIONS: In women with AMH values between 1.20 and 2.97 ng/mL and/or AFC between 5 and 12, FSH dose increase did not decrease suboptimal response risk. Individualizing the gonadotropin regimen and considering LH activity supplementation to FSH may mitigate risks.
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OBJECTIVES: To observe the protective effect of acupuncture on ovarian function and its impact on key molecules (Yes associated protein ï¼»YAPï¼½ and transcriptional coactivator with PDZ binding motif ï¼»TAZï¼½) in the Hippo signaling pathway in poor ovarian response (POR) mice, in order to explore its mechanisms underlying improvement of POR by inhibiting ovarian cell apoptosis. METHODS: The mice with regular motility cycle after screening were randomly divided into normal control, model and acupuncture groups, with 12 mice in each group. The POR model was established by gavage of tripterygium wilfordii polyglycoside suspension (50 mg · kg-1·d-1) for 2 weeks, and the mice of the normal control group was received an equal volume of 0.9% sodium chloride solution by gavage. The mice in the acupuncture group received manual acupuncture stimulation of bilateral "Taichong" (LR3) and "Sanyinjiao" (SP6), and "Zhongji" (CV3) and "Guanyuan" (CV4), with the filiform needles retained for 20 min, once daily for successive 10 days. The estrous cycle was determined by using vaginal exfoliated cell smear, and the body mass was detected weekly. The levels of serum anti Mullerian hormone (AMH), follicle stimulating hormone (FSH), estradiol (E2) and luteinizing hormone (LH) were measured using enzyme-linked immunosorbent assay (ELISA). Histopathological changes of the ovarian tissue were observed after H.E. staining, and the apoptosis of ovarian granulosa cells was measured using terminal deoxynucleotidyl transferase (TdT) dUTP Nick-End Labeling (TUNEL) assay. The expression levels of YAP, TAZ, B-cell lymphoma-2 (Bcl-2), Bcl-2 associated X (Bax), cysteine aspartic acid specific protease-3 (Caspase-3) mRNAs and proteins were detected using real-time PCR and Western blot, respectively. RESULTS: Compared with the normal control group, the model group had an increase in the rate of estrous cycle disorder, estrous cycle, serum FSH and LH content, and apoptosis of ovarian granulosa cells, and expression levels of Bax and Caspase-3 mRNAs and p-YAP, Bax and Caspase-3 proteins (P<0.01), and a decrease in the body mass, number of retrieved oocytes, ovarian wet weight and ovarian index, serum AMH and E2 contents, and the expression levels of YAP, TAZ, Bcl-2 mRNAs and proteins (P<0.01). After acupuncture intervention, modeling induced increase and decrease of indexes mentioned above were completely reversed (P<0.05, P<0.01). H.E. staining showed deformed ovarian structure, reduced number of normal developing follicles and increased number of atretic follicles, disordered arrangement of the granulosa cells with fewer hierarchy in the model group, which was improved in the acupuncture group, such as increase in the number and improvement in the shape of normal ovarian follicles and reduction of the atretic follicles. CONCLUSIONS: Acupuncture intervention can inhibit the apoptosis of ovarian granulosa cells and improve the ovarian function of POR mice, which may be related to its effects in up-regulating the expressions of YAP, TAZ (key molecules of Hippo signaling pathway).
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Terapia por Acupuntura , Camundongos Endogâmicos C57BL , Ovário , Animais , Feminino , Camundongos , Ovário/metabolismo , Humanos , Apoptose , Estradiol/metabolismo , Hormônio Foliculoestimulante/metabolismo , Hormônio Luteinizante/metabolismo , Caspase 3/metabolismo , Caspase 3/genética , Proteínas Proto-Oncogênicas c-bcl-2/metabolismo , Proteínas Proto-Oncogênicas c-bcl-2/genética , Proteína X Associada a bcl-2/metabolismo , Proteína X Associada a bcl-2/genética , Proteínas de Sinalização YAP , Pontos de AcupunturaRESUMO
OBJECTIVES: This study aims to compare the elastographic properties of the ovaries of patients with poor ovarian response (POR) with healthy controls by using real-time ultrasound tissue elastography and to investigate the predictive value of ovarian strain ratio (OSR) in the diagnosis of POR. MATERIALS AND METHODS: A cross-sectional study was conducted among infertility patients. OSR measurements of 46 women diagnosed with POR and 41 healthy controls with male infertility were performed by real-time ultrasound tissue elastography. Ovarian volume, OSR, antral follicle count (AFC), age, body mass index (BMI), anti-mullerian hormone (AMH), follicle stimulating hormone (FSH), and estradiol (E2) values, were compared between the groups. A receiver operating characteristic curve was used to compare the sensitivity and specificity of OSR, AFC, AMH, FSH, and E2 for POR diagnosis. RESULTS: Patients with POR were significantly older, had a lower duration of infertility, lower AMH, higher FSH, higher E2, lower AFC and ovarian volume (p < 0.01, p = 0.02, p < 0.01, p < 0.01, p < 0.01, p < 0.01, p < 0.01, respectively). The mean OSR of both ovaries was similar between the groups. For the diagnosis of POR, the sensitivity and specificity for AMH were 97.5% and 100%, for AFC were 86.7% and 97.6%; for FSH were 66.7% and 80.5%, for E2 were 53.3% and 90.2%, respectively. CONCLUSIONS: The significant independent predictors of the POR were AMH, AFC, and FSH, with no additional significant contribution from OSR. However, considering the relationship between POR and ovarian fibrosis, it is recommended to investigate this issue in more comprehensive studies.
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OBJECTIVE: To evaluate the correlation between serum anti-Müllerian hormone (AMH) and the number of oocytes retrieved after controlled ovarian stimulation for in vitro fertilization treatments and determine cut-off values predictive of poor and high response to stimulation. METHODS: It was performed a retrospective observational study that included 1003 cycles of controlled ovarian stimulation carried between February 2017 and December 2023 at a Medically Assisted Procreation Centre. The exclusion criteria were the following: serum AMH levels obtained more than 6 months prior to the start of the ovarian stimulation, the presence of a single ovary, non-Caucasian ethnicity, a controlled ovarian stimulation cycle performed for the purpose of oocyte donation or fertility preservation, a documented diagnosis of endometriosis, a documented history of ovarian surgery and the absence of essential data for the study in the medical records (absence of the number of oocytes obtained or the AMH value). Poor response to stimulation was defined as ≤ 3 oocytes retrieved, and high response was defined as > 15 oocytes. The correlation between variables was calculated using Spearman's correlation test and cut-off values were determined using ROC (Receiver Operating Characteristic) curves. RESULTS: AMH exhibited a significantly positive correlation with the number of oocytes retrieved (Spearman's correlation coefficient = 0.60, p<0.01). The predictive cut-off for poor ovarian response was 0.72 ng/mL (specificity of 95.13%, sensitivity of 43.23%), and the predictive cut-off for high ovarian response was 4.77 ng/mL (specificity of 89.86%, sensitivity of 38.22%). CONCLUSIONS: Serum AMH proved to be a good predictor of the ovarian response to controlled ovarian stimulation for in vitro fertilization treatments, which makes it useful in supporting clinical decision-making. However, it should not be used as an absolute discriminator of poor or high ovarian response.
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STUDY QUESTION: Does medroxyprogesterone acetate (MPA) exposure in progestin-primed ovarian stimulation (PPOS) cycles cause molecular perturbations in the steroidogenic function and gonadotropin responsiveness of the granulosa cells? SUMMARY ANSWER: PPOS cycles are identical to traditional GnRH antagonist cycles not only for clinical IVF characteristics but also for gonadotropin receptor expression, response to gonadotropins, and steroidogenic function at the molecular level. WHAT IS KNOWN ALREADY: PPOS is increasingly used as an alternative to GnRH antagonists due to the inhibitory effect of progesterone on LH release by reducing GnRH pulsatility at the hypothalamic level. Although a growing body of evidence from clinical studies did not indicate significant differences between PPOS and antagonist protocols for IVF cycle characteristics and obstetrical outcomes, it is still unknown whether exposure of the antral follicle cohort to progesterone or its synthetic derivatives during ovarian stimulation causes any subtle molecular aberrations in terms of steroidogenesis and gonadotropin responsiveness. To address this issue, detailed comparative molecular analyses were conducted in the luteinized mural granulosa cells (GCs) obtained from normal responding IVF patients undergoing PPOS and antagonist cycles. STUDY DESIGN, SIZE, DURATION: A clinical translational research study was conducted with IVF patients. PARTICIPANTS/MATERIALS, SETTING, METHODS: This study included 55 normal responding IVF patients who underwent ovarian stimulation with either PPOS using MPA (5 mg twice daily) or GnRH antagonist cetrorelix acetate. Recombinant forms of FSH and hCG were used for ovarian stimulation and ovulation triggering, respectively. Luteinized mural GCs obtained during the oocyte retrieval procedure were used for the experiments. Cell culture, quantitative real-time PCR, immunoblotting, confocal time-lapse live cell imaging, and hormone assays were used. MAIN RESULTS AND THE ROLE OF CHANCE: Demographic and IVF cycle characteristics of the patients undergoing ovarian stimulation with PPOS and GnRH antagonist were similar, including ovarian response, mature oocyte yield, and fertilization rates. Molecular analyses revealed that the expression of the enzymes involved in sex-steroid synthesis (StAR, SCC, 3ß-HSD, 17ß-HSD, aromatase) and the uptake/storage/utilization of cholesterol (LDL receptor, Hormone-sensitive lipase, hydroxy-methyl glutaryl Co-enzyme-A reductase, and Sterol O-acyltransferase1) in the GCs of the PPOS cycles were comparable to those of the antagonist cycles. The expression of the receptors for gonadotropins, estrogen, and progesterone hormones was also similar. Basal and hCG-induced increases in 3ß-HSD expression and progesterone production and basal and FSH-induced increases in aromatase expression and E2 output of the GCs from PPOS patients did not exhibit any meaningful differences when compared with GCs from antagonist cycles. Furthermore, basal and hCG-induced up-regulation in the LDL receptor expression and cholesterol uptake did not differ between the groups. Confocal imaging also revealed similar patterns of expression for the steroidogenic enzymes and their co-localization with mitochondria. Lastly, the expression of the other important genes regulating cumulus expansion, ovulation, and luteal function [Relaxin, ADAMTS-1, and epidermal growth factor (EGF)-like growth factor amphiregulin] in the GCs of the PPOS and antagonist cycles were similar. LARGE SCALE DATA: N/A. LIMITATIONS, REASONS FOR CAUTION: Caution should be exercised when interpreting our data which was derived from normally responding patients whose ovulation was triggered with hCG. It is unclear whether the molecular parameters assessed vary according to infertility etiologies, magnitude of ovarian response, mode of trigger, and any other underlying ovarian pathologies or systemic diseases. MPA was the progestin used for PPOS and whether these findings can be generalized to other progestins is unknown. WIDER IMPLICATIONS OF THE FINDINGS: This study provides reassuring molecular evidence that exposure of antral follicle cohorts to MPA during the follicular growth phase does not have any detrimental effects on steroidogenic, ovulatory, and luteal functions when compared with GnRH antagonist cycles. STUDY FUNDING/COMPETING INTEREST(S): This study was funded by the School of Medicine, the Graduate School of Health Sciences of Koc University and Koç University Research Center for Translational Medicine (KUTTAM), and equally funded by the Republic of Turkey Ministry of Development Research Infrastructure Support Program. All authors declare no conflict of interest. TRIAL REGISTRATION NUMBER: N/A.
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Células da Granulosa , Acetato de Medroxiprogesterona , Folículo Ovariano , Indução da Ovulação , Feminino , Humanos , Acetato de Medroxiprogesterona/farmacologia , Indução da Ovulação/métodos , Células da Granulosa/metabolismo , Células da Granulosa/efeitos dos fármacos , Folículo Ovariano/efeitos dos fármacos , Folículo Ovariano/metabolismo , Adulto , Fertilização in vitro/métodos , Progestinas/farmacologia , Hormônio Liberador de Gonadotropina/antagonistas & inibidores , Hormônio Liberador de Gonadotropina/metabolismo , Gonadotropinas/metabolismoRESUMO
BACKGROUND: Managing infertility patients with poor ovarian response (POR) to ovarian stimulation remains unmet clinically. Besides economic burdens, patients with POR have a poor prognosis during in vitro fertilization and embryo transfer (IVF-ET). In this study, we assessed the efficacy and safety of Shen Que (RN8) moxibustion on reproductive outcomes in POSEIDON patients (Group 2a). METHODS: Women eligible for IVF were invited to participate in this randomized, open-label, superiority trial at an academic fertility center from January 2022 to December 2023. One hundred patients ≤ 44 years old equally divided between Shen Que moxibustion (SQM) and control groups were randomized. These patients must meet the POSEIDON criteria, Group 2a, which requires antral follicle count (AFC) ≥ 5 or anti-müllerian hormone (AMH) ≥ 1.2ng/ml, and a previous unexpected POR (< 4 oocytes). Twelve moxibustion sessions were conducted in the SQM group prior to oocyte retrieval, while only IVF treatment was performed in the control group. The primary outcome was the number of oocytes retrieved. RESULTS: As compared with the IVF treatment alone, the SQM + IVF treatment significantly increased the number of retrieved oocytes (4.7 vs. 5.8, p = 0.012), mature oocytes (3.0 vs. 5.0, p = 0.008), and available embryos (2.0 vs. 4.0, p = 0.014) in unexpected poor ovarian responders aged more than 35 years. In the SQM group, the cumulative live birth rate was 27.3% (9/33) in comparison to 13.3% (4/30) in the control group, whereas no statistical significance was detected (p = 0.172). During the study, no significant adverse effects were observed. CONCLUSIONS: Women with unexpected POR who meet POSEIDON Group 2a can benefit from Shen Que (RN8) moxibustion treatment. TRIAL REGISTRATION: ClinicalTrials.gov, NCT05653557.
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Fertilização in vitro , Moxibustão , Indução da Ovulação , Humanos , Feminino , Moxibustão/métodos , Adulto , Indução da Ovulação/métodos , Gravidez , Fertilização in vitro/métodos , Recuperação de Oócitos/métodos , Transferência Embrionária/métodos , Resultado do Tratamento , Infertilidade Feminina/terapia , Taxa de GravidezRESUMO
Previous studies have found inconsistent associations between heavy metals and metalloids (cadmium, lead, mercury, and arsenic), and reproductive outcomes. The biofluid concentrations of ten non-essential trace elements (Hg, Pb, As, Ba, Sr, Rb, Cs, Sn, Ni, and Co) were evaluated in 51 Spanish women undergoing ICSI, PGT-A, and SET/FET. Nine out of ten non-essential elements were detectable in follicular fluid, whole blood, and urine collected the day of vaginal oocyte retrieval (VOR) and the day of embryo transfer and then analyzed by ICP-MS or Tricell DMA-80 for mercury. Elevated mercury and strontium concentrations in follicular fluid were associated with poor ovarian response and preimplantation outcomes. Worst preimplantation outcomes were also identified in women with elevated whole-blood strontium or mercury, urinary arsenic, barium, and tin the day of VOR. High concentrations of urinary rubidium on VOR day were linked with enhanced fertilization and blastocyst development. Excessive titanium in whole blood was associated with lower odds of implantation, clinical pregnancy, and achieving a live birth in a given IVF cycle. Excessive urinary arsenic on the day of embryo transfer was associated with lower odds of live birth. Although these preliminary results need to be confirmed in larger populations, distinguishing organic and inorganic element forms, our findings show that some non-essential elements have a detrimental impact on human IVF outcomes.
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OBJECTIVE: To explore the optimal models for predicting the formation of high-quality embryos in Poor Ovarian Response (POR) Patients with Progestin-Primed Ovarian Stimulation (PPOS) using machine learning algorithms. METHODS: A retrospective analysis was conducted on the clinical data of 4,216 POR cycles who underwent in vitro fertilization (IVF) / intracytoplasmic sperm injection (ICSI) at Sichuan Jinxin Xinan Women and Children's Hospital from January 2015 to December 2021. Based on the presence of high-quality cleavage embryos 72 h post-fertilization, the samples were divided into the high-quality cleavage embryo group (N = 1950) and the non-high-quality cleavage embryo group (N = 2266). Additionally, based on whether high-quality blastocysts were observed following full blastocyst culture, the samples were categorized into the high-quality blastocyst group (N = 124) and the non-high-quality blastocyst group (N = 1800). The factors influencing the formation of high-quality embryos were analyzed using logistic regression. The predictive models based on machine learning methods were constructed and evaluated accordingly. RESULTS: Differential analysis revealed that there are statistically significant differences in 14 factors between high-quality and non-high-quality cleavage embryos. Logistic regression analysis identified 14 factors as influential in forming high-quality cleavage embryos. In models excluding three variables (retrieved oocytes, MII oocytes, and 2PN fertilized oocytes), the XGBoost model performed slightly better (AUC = 0.672, 95% CI = 0.636-0.708). Conversely, in models including these three variables, the Random Forest model exhibited the best performance (AUC = 0.788, 95% CI = 0.759-0.818). In the analysis of high-quality blastocysts, significant differences were found in 17 factors. Logistic regression analysis indicated that 13 factors influence the formation of high-quality blastocysts. Including these variables in the predictive model, the XGBoost model showed the highest performance (AUC = 0.813, 95% CI = 0.741-0.884). CONCLUSION: We developed a predictive model for the formation of high-quality embryos using machine learning methods for patients with POR undergoing treatment with the PPOS protocol. This model can help infertility patients better understand the likelihood of forming high-quality embryos following treatment and help clinicians better understand and predict treatment outcomes, thus facilitating more targeted and effective interventions.
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Aprendizado de Máquina , Indução da Ovulação , Progestinas , Humanos , Feminino , Indução da Ovulação/métodos , Estudos Retrospectivos , Adulto , Gravidez , Progestinas/farmacologia , Fertilização in vitro/métodos , Desenvolvimento Embrionário/efeitos dos fármacos , Desenvolvimento Embrionário/fisiologia , Injeções de Esperma Intracitoplásmicas/métodos , Blastocisto/efeitos dos fármacos , Blastocisto/fisiologia , Transferência Embrionária/métodos , Taxa de GravidezRESUMO
Objective: This study aimed to compare the thiol/disulfide balance, myeloperoxidase, and ischemia-modified albumin levels in the follicular fluid (FF) of poor ovarian response (POR) and normal ovarian response (NOR) women who received intracytoplasmic sperm injection (ICSI). Methods: The study was performed between March 2021 and April 2022 at the Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Ankara City Hospital. The study included 27 POR and 35 NOR women who underwent ICSI. FF was obtained after the controlled ovarian stimulation cycle. The FF thiol/disulfide balance was detected using spectrophotometric methods. A correlation analysis was conducted to determine whether these oxidative stress markers could contribute to predicting oocyte quality. Results: Disulfide levels were significantly higher in the NOR group than in the POR group (p=0.014). The number of fertilized egg (2PN) oocytes was positively correlated with the total thiol level (r=0.258, p=0.046). The disulfide level was positively correlated with the anti-Müllerian hormone level (r=0.262, p=0.039) and the total number of retrieved oocytes (r=0.335, p=0.008). Conclusion: The disulfide levels differed significantly between the NOR and POR groups. The statistically significant differences of fewer metaphase II oocytes and lower percentage of good-quality embryos in the NOR group compared to the POR group might have resulted from the NOR group's elevated disulfide levels. The total thiol levels correlated with the total of 2PN oocytes. Future studies should examine the thiol/disulfide balance at assisted reproductive technology centers to predict which oocytes could be fertilized.
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OBJECTIVE: To observe the protective effect of acupuncture at "Zhibian" (BL 54) through "Shuidao (ST 28)" based on the PI3K/AKT/FOXO3a pathway in mice with poor ovarian response (POR), and to explore the possible mechanism of acupuncture in inhibiting ovarian granulosa cells apoptosis in POR. METHODS: A total of 45 mice with regular estrous cycles were randomly divided into a blank group, a model group and an acupuncture group, with 15 mice in each group. Mice in the model group and the acupuncture group were given triptolide suspension (50 mgâ¢kg-1â¢d-1) by gavage for 2 weeks to establish POR model. After successful modeling, mice in the acupuncture group were given acupuncture at "Zhibian" (BL 54) through "Shuidao" (ST 28) for 2 weeks, once a day, 20 min each time. Ovulation induction was started the day after the intervention ended, and samples were taken from each group after ovulation induction. Vaginal smears were used to observe changes in the estrous cycle of mice. The number of oocytes retrieved, ovarian wet weight, final body weight, and ovarian index were measured. The levels of anti-Mullerian hormone (AMH), follicle-stimulating hormone (FSH), estradiol (E2), and luteinizing hormone (LH) in serum were detected by ELISA. The morphology of ovarian tissue was observed by HE staining. The apoptosis of ovarian granulosa cells was detected by TUNEL staining. The mRNA expression of PI3K, AKT, and FOXO3a in ovarian tissue was detected by real-time fluorescence quantitative PCR. The protein expression of Bcl-2 associated X protein (BAX), caspase-3, phosphorylated phosphatidylinositol 3-kinase (p-PI3K), and phosphorylated protein kinase B (p-AKT) in ovarian tissue was detected by Western blot. RESULTS: Compared with the blank group, the rate of estrous cycle disorder in the model group was increased (P<0.01); compared with the model group, the rate of estrous cycle disorder in the acupuncture group was decreased (P<0.01). Compared with the blank group, the number of oocytes retrieved, ovarian wet weight, ovarian index, and final body weight in the model group were decreased (P<0.01); compared with the model group, the number of oocytes retrieved, ovarian index, and ovarian wet weight were increased (P<0.01, P<0.05), and there was no significant difference in final body weight (P>0.05) in the acupuncture group. Compared with the blank group, the serum levels of FSH and LH were increased (P<0.01), and the serum levels of AMH and E2 were decreased (P<0.01) in the model group; compared with the model group, the serum levels of FSH and LH were decreased (P<0.01, P<0.05), and the serum levels of AMH and E2 were increased (P<0.01, P<0.05) in the acupuncture group. Compared with the blank group, the number of normal developing follicles in ovarian tissue in the model group was decreased and the morphology was poor, while the number of atretic follicles increased; compared with the model group, the number, morphology, and granulosa cell structure of follicles in the acupuncture group improved to varying degrees, and the number of atretic follicles decreased. Compared with the blank group, the apoptosis rate of ovarian granulosa cells in the model group was increased (P<0.01); compared with the model group, the apoptosis rate of ovarian granulosa cells in the acupuncture group was decreased (P<0.01). Compared with the blank group, the FOXO3a mRNA expression and caspase-3 and BAX protein expression in ovarian tissue in the model group were increased (P<0.01), and the mRNA expression of PI3K and AKT and the protein expression of p-PI3K, p-AKT, and p-FOXO3a in ovarian tissue were decreased (P<0.01); compared with the model group, the mRNA expression of FOXO3a and protein expression of caspase-3 and BAX in ovarian tissue in the acupuncture group were decreased (P<0.05, P<0.01), and the mRNA expression of PI3K and AKT and the protein expression of p-PI3K, p-AKT, and p-FOXO3a in ovarian tissue were increased (P<0.01, P<0.05). CONCLUSION: Acupuncture at "Zhibian" (BL 54) through "Shuidao" (ST 28) could inhibit ovarian cell apoptosis, and improve ovarian function in POR mice, and its mechanism may be related to the regulation of key factors in the PI3K/AKT/FOXO3a pathway.
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Pontos de Acupuntura , Terapia por Acupuntura , Proteína Forkhead Box O3 , Ovário , Proteínas Proto-Oncogênicas c-akt , Animais , Feminino , Camundongos , Proteína Forkhead Box O3/metabolismo , Proteína Forkhead Box O3/genética , Proteínas Proto-Oncogênicas c-akt/metabolismo , Proteínas Proto-Oncogênicas c-akt/genética , Ovário/metabolismo , Humanos , Fosfatidilinositol 3-Quinases/metabolismo , Fosfatidilinositol 3-Quinases/genética , Transdução de Sinais , Fosfatidilinositol 3-Quinase/metabolismo , Fosfatidilinositol 3-Quinase/genética , Apoptose , OvulaçãoRESUMO
STUDY QUESTION: Are markers of epigenetic age acceleration in follicular fluid associated with outcomes of ovarian stimulation? SUMMARY ANSWER: Increased epigenetic age acceleration of follicular fluid using the Horvath clock, but not other epigenetic clocks (GrimAge and Granulosa Cell), was associated with lower peak estradiol levels and decreased number of total and mature oocytes. WHAT IS KNOWN ALREADY: In granulosa cells, there are inconsistent findings between epigenetic age acceleration and ovarian response outcomes. STUDY DESIGN, SIZE, DURATION: Our study included 61 women undergoing IVF at an academic fertility clinic in the New England area who were part of the Environment and Reproductive Health Study (2006-2016). PARTICIPANTS/MATERIALS, SETTING, METHODS: Participants provided a follicular fluid sample during oocyte retrieval. DNA methylation of follicular fluid was assessed using a genome-wide methylation screening tool. Three established epigenetic clocks (Horvath, GrimAge, and Granulosa Cell) were used to predict DNA-methylation-based epigenetic age. To calculate the age acceleration, we regressed epigenetic age on chronological age and extracted the residuals. The association between epigenetic age acceleration and ovarian response outcomes (peak estradiol levels, follicle stimulation hormone, number of total, and mature oocytes) was assessed using linear and Poisson regression adjusted for chronological age, three surrogate variables (to account for cellular heterogeneity), race, smoking status, initial infertility diagnosis, and stimulation protocol. MAIN RESULTS AND ROLE OF CHANCE: Compared to the median chronological age of our participants (34 years), the Horvath clock predicted, on an average, a younger epigenetic age (median: 24.2 years) while the GrimAge (median: 38.6 years) and Granulosa Cell (median: 39.0 years) clocks predicted, on an average, an older epigenetic age. Age acceleration based on the Horvath clock was associated with lower peak estradiol levels (-819.4 unit decrease in peak estradiol levels per standard deviation increase; 95% CI: -1265.7, -373.1) and fewer total (% change in total oocytes retrieved per standard deviation increase: -21.8%; 95% CI: -37.1%, -2.8%) and mature oocytes retrieved (% change in mature oocytes retrieved per standard deviation increase: -23.8%; 95% CI: -39.9%, -3.4%). The age acceleration based on the two other epigenetic clocks was not associated with markers of ovarian response. LIMITATIONS, REASONS FOR CAUTION: Our sample size was small and we did not specifically isolate granulosa cells from follicular fluid samples so our samples could have included mixed cell types. WIDER IMPLICATIONS OF THE FINDINGS: Our results highlight that certain epigenetic clocks may be predictive of ovarian stimulation outcomes when applied to follicular fluid; however, the inconsistent findings for specific clocks across studies indicate a need for further research to better understand the clinical utility of epigenetic clocks to improve IVF treatment. STUDY FUNDING/COMPETING INTEREST(S): The study was supported by grants ES009718, ES022955, ES000002, and ES026648 from the National Institute of Environmental Health Sciences (NIEHS) and a pilot grant from the NIEHS-funded HERCULES Center at Emory University (P30 ES019776). RBH was supported by the Emory University NIH Training Grant (T32-ES012870). TRIAL REGISTRATION NUMBER: N/A.
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Metilação de DNA , Epigênese Genética , Fertilização in vitro , Líquido Folicular , Indução da Ovulação , Humanos , Feminino , Fertilização in vitro/métodos , Adulto , Líquido Folicular/metabolismo , Estradiol/sangue , Estradiol/metabolismo , Recuperação de Oócitos , Células da Granulosa/metabolismo , Oócitos/metabolismo , Biomarcadores/metabolismoRESUMO
BACKGROUND: Poor ovarian response (POR) is associated with decreased clinical pregnancy rates, emphasizing the need for developing clinical prediction models. Such models can improve prognostic accuracy, personalize medical interventions, and ultimately enhance live birth rates among patients with POR. OBJECTIVE: This study aims to develop and validate a prognostic model for predicting clinical pregnancy outcomes in individuals with POR undergoing in vitro fertilization/ intracytoplasmic sperm injection (IVF/ICSI) cycles. METHODS: A retrospective cohort of 969 patients with POR undergoing fresh embryo transfer cycles at the Reproductive Center of Fujian Maternal and Child Health Center from January 2018 to January 2022 was included. The cohort was randomly divided into model (n = 678) and validation (n = 291) groups in a 7:3 ratio. A single-factor analysis was performed on the model group to identify variables influencing clinical pregnancy. Optimal variables were selected using LASSO regression, and a clinical prediction model was constructed using multivariate logistic regression analysis. The model's calibration and discrimination were assessed using receiver operating characteristic (ROC) and calibration curves, while the clinical utility was evaluated using decision curve analysis. RESULTS: Multivariate logistic regression analysis revealed that the age of the women (odds ratio [OR] 0.936, 95% confidence interval [CI] 0.898-0.976, P = 0.002), body mass index (BMI) ≤ 24 (OR 2.748, 95% CI 1.724-4.492, P < 0.001), antral follicle count (AFC) (OR 1.232, 95% CI 1.073-1.416, P = 0.003), anti-Müllerian hormone (AMH) (OR 1.67, 95% CI 1.178-2.376, P = 0.004), number of mature oocytes (OR 1.227, 95% CI 1.075-1.403, P = 0.003), number of embryos transferred (OR 1.692, 95% CI 1.132-2.545, P = 0.011), and transfer of high-quality embryos (OR 3.452, 95% CI 1.548-8.842, P = 0.005) were independent predictors of clinical pregnancy in patients with POR. According to the receiver operating characteristic (ROC) analysis, the prediction model exhibited an area under the curve (AUC) of 0.752 (0.714, 0.789) in the model group and 0.765 (0.708, 0.821) in the validation group. The clinical decision curve demonstrated that the model held maximum clinical utility in both cohorts when the threshold probability of clinical pregnancy ranged from 6-81% to 12-82%, respectively. CONCLUSION: Clinical pregnancy outcomes in patients with POR who underwent IVF/ICSI treatment were influenced by several independent factors, including the age of the women, BMI, AFC, AMH, number of mature oocytes, number of embryos transferred, and transfer of high-quality embryos. A clinical prediction model based on these factors exhibited favorable clinical predictive and applicative value. Therefore, this model can serve as a valuable tool for clinical prognosis, intervention, and facilitating personalized medical treatment.
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Fertilização in vitro , Nomogramas , Indução da Ovulação , Taxa de Gravidez , Injeções de Esperma Intracitoplásmicas , Humanos , Feminino , Gravidez , Adulto , Estudos Retrospectivos , Hormônio Antimülleriano/sangue , Curva ROC , Modelos Logísticos , PrognósticoRESUMO
BACKGROUND: PCOS patients with unexpectedly low oocyte yield following conventional ovarian stimulation are referred to as suboptimal responders. However, identifying suboptimal responders presents a significant challenge within reproductive medicine and limited research exists on the occurrence of suboptimal response. This analysis aimed to develop a predictive model of suboptimal response during in vitro fertilization/intracytoplasmic sperm injection (IVF/ICSI) treatments in PCOS patients. METHODS: This retrospective study involved a cohort of 313 PCOS patients undergoing their first IVF/ICSI cycle from 2019 to 2022. Univariate logistic regression analyses, least absolute shrinkage, selection operator regression analysis, and recursive feature elimination were employed to identify relevant characteristics and construct predictive models. Moreover, a nomogram was constructed based on the best model. Receiver operating characteristic curves, decision curve analysis (DCA), and calibration curves were used to evaluate the model. RESULTS: The predictors included in the model were age, Anti-Mullerian hormone, antral follicle count, and basal follicle-stimulating hormone. The area under the receiver operating characteristic curve (AUC) was 0.7702 (95% confidence interval 0.7157-0.8191). The AUC, along with the DCA curve and calibration curve, demonstrated a satisfactory level of congruence and discrimination ability. CONCLUSION: The nomogram effectively predicted the probability of suboptimal response in PCOS patients undergoing gonadotropin-releasing hormone antagonist protocol during IVF/ICSI treatment.
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Fertilização in vitro , Hormônio Liberador de Gonadotropina , Indução da Ovulação , Síndrome do Ovário Policístico , Injeções de Esperma Intracitoplásmicas , Adulto , Feminino , Humanos , Gravidez , Fertilização in vitro/métodos , Hormônio Liberador de Gonadotropina/antagonistas & inibidores , Nomogramas , Indução da Ovulação/métodos , Síndrome do Ovário Policístico/tratamento farmacológico , Estudos Retrospectivos , Curva ROCRESUMO
BACKGROUND: Infertility remains a serious health concern for Ethiopian women. Most of its treatment approaches entail controlled ovarian stimulation, the responses of which vary. However, there are no data on ovarian response to stimulation or its predictors in our situation. Thus, the current study aimed to assess the ovarian response to controlled stimulation and identify predictors. METHODS: A retrospective follow-up study was undertaken from April 1, 2021, to March 31, 2022, among patients who had first-cycle controlled ovarian stimulation at St.Paul's Hospital Fertility Center in Addis Ababa, Ethiopia. Clinical data were extracted using a checklist. SPSS-26 for data analysis and Epidata-4.2 for data entry were employed. The binary logistic regression model was fitted. A p-value < 0.05 indicated a significant association. The ROC curve was used to determine cutoff values and identify accurate predictors. RESULTS: A total of 412 study participants were included in the final analysis. The patients had a mean age of 32.3 ± 5.1 years (range: 20 - 4). The good ovarian response rate was 67% (95% CI: 62.2-71.5). An anti-Mullerian hormone (AMH) concentration < 1.2ng/ml (AOR = 0.19, 95% CI (0.06-0.57)), an antral follicle count (AFC) < 5 (AOR = 0.16, 95% CI (0.05-0.56)), and an induction length < 10 days (AOR = 0.23, 95% CI (0.06-0.93)) were significantly associated with ovarian response. The prediction accuracies for the AFC and AMH concentrations were 0.844 and 0.719, respectively. The optimal cutoff point for prediction was 5.5 AFC, which had a sensitivity of 77.2% and a specificity of 72.8%. However, its positive and negative predictive values were 85.2% and 61.1%, respectively. For AMH, the optimal cutoff value was 0.71ng/mL, with a corresponding sensitivity and specificity of 65.2% and 66%. At this value, the positive and negative predictive values were 63.8% and 67.3%, respectively. CONCLUSION: Only two-thirds of our patients achieved a good ovarian response. Induction duration, AMH concentration, and AFC were found to be predictors, with the AFC being the strongest predictor. Therefore, the AFC should be performed on all of our patients, and the AMH is selectively employed. Future research must verify the best cutoff points and investigate additional factors affecting ovarian response.
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Hormônio Antimülleriano , Infertilidade Feminina , Indução da Ovulação , Humanos , Feminino , Adulto , Etiópia , Indução da Ovulação/métodos , Estudos Retrospectivos , Hormônio Antimülleriano/sangue , Hormônio Antimülleriano/análise , Infertilidade Feminina/terapia , Infertilidade Feminina/sangue , Adulto Jovem , Seguimentos , Gravidez , Ovário/fisiologiaRESUMO
STUDY QUESTION: Does intraovarian platelet-rich plasma (PRP) injection increase the number of mature oocytes obtained after controlled ovarian stimulation (COS) in young women with poor ovarian response (POR) undergoing IVF? SUMMARY ANSWER: Intraovarian PRP injection procedure does not improve mature oocyte yield after COS in women less than 38 years old with an established IVF history of POR. WHAT IS KNOWN ALREADY: POR is frequently encountered among the infertile population and the number of women seeking infertility treatment related to POR is increasing. Effective treatment options for this patient population to conceive with autologous oocytes are lacking. Case series and cohort studies suggest that intraovarian PRP injection may improve follicular recruitment in women with premature ovarian insufficiency (POI) and POR, yet robust randomized studies have not been performed to date to determine the clinical utility of this intervention. STUDY DESIGN, SIZE, DURATION: This was a multi-center randomized controlled trial (RCT) conducted at university-affiliated reproductive centers in the USA and Turkey, between January 2020 and November 2022. PARTICIPANTS/MATERIALS, SETTING, METHODS: Patients who met inclusion criteria (<38 years old, two or more prior cycles with <3 oocytes retrieved; and without single gene disorders, prior ovarian surgery, endometriomas, BMI >35 kg/m2, or severe male factor infertility) were randomized to either the PRP or control group. Patients in both groups subsequently underwent COS, oocyte retrieval, ICSI, preimplantation genetic testing for aneuploidy (PGT-A), and single euploid embryo transfer. Number of metaphase II (MII) oocytes obtained was the primary outcome. Secondary outcomes included ovarian reserve tests (antral follicle count [AFC] and anti-Müllerian hormone [AMH]), blastocyst and euploid blastocyst yields, and sustained implantation. The study was powered to detect a difference of one mature oocyte obtained at oocyte retrieval. MAIN RESULTS AND THE ROLE OF CHANCE: In total, 83 patients met inclusion criteria and were randomized to receive autologous intraovarian PRP injection (n = 41) or to no intervention (n = 42). No significant differences were observed in number of MII oocytes retrieved per cycle (2.8 ± 2.4 vs 3.1 ± 3.3 in PRP vs control, respectively; P = 0.9), blastocysts (1.0 ± 1.3 vs 1.3 ± 2.1, P = 0.8), or euploid blastocysts (0.8 ± 1.1 vs 0.9 ± 1.6; P = 0.5). Similarly, no differences were observed in the likelihood of obtaining at least one euploid blastocyst (45% vs 37%, P = 0.4; relative risk [RR], 95% CI = 0.9, 0.6-1.2) or the rate of sustained implantation (31% vs 29%, P = 0.9; RR 1.0, 0.7-1.3). Posttreatment AFC (7.9 ± 4.5 vs 6.8 ± 4.8, P = 0.3) and AMH (0.99 ± 0.98 vs 0.7 ± 0.6, P = 0.2) were also not different between the groups. LIMITATIONS, REASONS FOR CAUTION: Results from this RCT may not be generalizable to other PRP preparations owing to heterogeneity and lack of standardization. The control groups did not undergo a sham ovarian injection, which would have been relevant had the results shown benefit of PRP injection. Only patients with POR were included in this study, and these results may not be generalizable to more severe diminution of ovarian reserve, as seen with POI. WIDER IMPLICATIONS OF THE FINDINGS: The intraovarian PRP injection procedure does not improve mature oocyte yield or other parameters of IVF outcome in women less than 38 years old with an established IVF history of POR. The results from this study do not support the use of intraovarian PRP injection in this population. STUDY FUNDING/COMPETING INTEREST(S): Departmental funds were used and no external funding was requested for this study. ES is a consultant for and receives grant funding from the Foundation for Embryonic Competence. All other authors have no conflict of interest to declare. TRIAL REGISTRATION NUMBER: Clinicaltrials.gov Registry Identifier: NCT04163640. TRIAL REGISTRATION DATE: 15 November 2019. DATE OF FIRST PATIENT'S ENROLMENT: 24 February 2020.
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BACKGROUND: In the realm of assisted reproduction, a subset of infertile patients demonstrates high ovarian response following controlled ovarian stimulation (COS), with approximately 29.7% facing the risk of Ovarian Hyperstimulation Syndrome (OHSS). Management of OHSS risk often necessitates embryo transfer cancellation, leading to delayed prospects of successful pregnancy and significant psychological distress. Regrettably, these patients have received limited research attention, particularly regarding their metabolic profile. In this study, we aim to utilize gas chromatography-mass spectrometry (GC-MS) to reveal these patients' unique serum metabolic profiles and provide insights into the disease's pathogenesis. METHODS: We categorized 145 infertile women into two main groups: the CON infertility group from tubal infertility patients and the Polycystic Ovary Syndrome (PCOS) infertility group. Within these groups, we further subdivided them into four categories: patients with normal ovarian response (CON-NOR group), patients with high ovarian response and at risk for OHSS (CON-HOR group) within the CON group, as well as patients with normal ovarian response (PCOS-NOR group) and patients with high ovarian response and at risk for OHSS (PCOS-HOR group) within the PCOS group. Serum metabolic profiles were analyzed using GC-MS. The risk criteria for OHSS were: the number of developing follicles > 20, peak Estradiol (E2) > 4000pg/mL, and Anti-Müllerian Hormone (AMH) levels > 4.5ng/mL. RESULTS: The serum metabolomics analysis revealed four different metabolites within the CON group and 14 within the PCOS group. Remarkably, 10-pentadecenoic acid emerged as a discernible risk metabolite for the CON-HOR, also found to be a differential metabolite between CON-NOR and PCOS groups. cysteine and 5-methoxytryptamine were also identified as risk metabolites for the PCOS-HOR. Furthermore, KEGG analysis unveiled significant enrichment of the aminoacyl-tRNA biosynthesis pathway among the metabolites differing between PCOS-NOR and PCOS-HOR. CONCLUSION: Our study highlights significant metabolite differences between patients with normal ovarian response and those with high ovarian response and at risk for OHSS within both the tubal infertility control group and PCOS infertility group. Importantly, we observe metabolic similarities between patients with PCOS and those with a high ovarian response but without PCOS, suggesting potential parallels in their underlying causes.