Estradiol Decline Before hCG Administration in COH Has a Negative Effect on IVF Outcomes in Patients Without OC Pretreatment.

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Estradiol decline before hCG administration negatively impacts IVF outcomes, particularly fertilization and live birth rates, in patients not pretreated with oral contraceptives.

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This retrospective study analyzed 666 patients undergoing in vitro fertilization to determine how a decline in serum estradiol levels before human chorionic gonadotropin administration affects clinical outcomes. The researchers compared women with falling estradiol levels against those with continuously rising levels, stratifying the groups by whether they received oral contraceptive pretreatment prior to controlled ovarian hyperstimulation. Results indicated that estradiol decline was associated with significantly lower numbers of follicles and normally fertilized zygotes, although it did not significantly alter pregnancy or live birth rates overall. Relevance to endometriosis: The paper explicitly excluded patients with endometriosis from its study population, meaning the findings do not apply to this condition.

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Abstract

PurposeTogether with ultrasound measurement of follicle size, serum estradiol (E2) provides guidance for controlled ovarian hyperstimulation (COH). However, during the COH process, some patients experience decreased serum E2 level, especially before human chorionic gonadotropin (hCG) trigger. In order to elucidate the effect of E2 reduction as well as the role of oral contraceptive pretreatment, a retrospective study was performed in our center from 2013 to 2019.Patients and methodsIn total, 333 patients who experienced an E2 decrease prior to hCG administration were recruited as E2 decline group, while 333 patients with continuously E2 increase during COH were considered as control group. Based on pretreatment strategy, the two groups were further categorized into oral contraceptive (OC) and non-OC sub-groups, and IVF and clinical outcomes were compared between paired groups.ResultsNumber of dominant follicles on hCG day and normally fertilized zygotes were significantly decreased in E2 decline group, and the significantly reduced live birth rate in E2 decline group indicated the close relationship between E2 decline and clinical outcomes. To analyse further, we found that in patients without OC pretreatment, the pregnancy rate and live birth rate of E2 decline group (n = 141) were significantly lower than control group (n = 136) (56.3% versus 68.0%, 50.8% versus 63.5%, respectively). However, for patients with OC pretreatment, no difference was detected between two groups, suggesting a potential effect of OC pretreatment on clinical outcomes.ConclusionE2 decline prior to hCG-triggering day adversely affects IVF and clinical outcomes in patients without OC pretreatment, especially fertilization rate and live birth rate.
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Intro

Serum estradiol (E 2 ) measurement is recognized as an indispensable parameter for follicle monitoring during controlled ovarian hyperstimulation (COH) in in vitro fertilization (IVF) cycles. 1 , 2 The E 2 value of different stages can be indicative for assessment and prognosis of treatment protocols when combined with other index. 3 , 4 Moreover, high level of serum E 2 associated with multiple follicle development in high responders may predict high risk for ovarian hyperstimulation syndrome (OHSS). 5 , 6 Prior to the prevalence of GnRH agonist protocols, decreased serum E 2 level before the day of human chorionic gonadotropin (hCG) administration was related to suboptimal IVF indexes even clinical outcomes. 7 Subsequently, several studies focused on the effects of serum E 2 decline in GnRH agonist protocols. A.K. Styer et al reported that decreased E 2 level before the day of hCG administration had no impact on pregnancy loss rate or live birth rate of the patients with GnRH-agonist protocol. 8 On the other side, S. Fisher et al concluded that in either standard long or flare protocol, spontaneously falling E 2 was linked to lower fertilization rate and clinical pregnancy rate compared to controls, whereas no such differences existed in patients with decreased E 2 due to deliberate protocol modification. 9 Thus, monitoring of E 2 level is closely related to drug adjustment during COH. In flare and antagonist protocols, oral contraceptive (OC) is frequently used as a pretreatment strategy before COH. Therefore, we focused on the role of E 2 drop before hCG-triggering and its relationship to OC pretreatment. Previous summary and conclusion were based mainly on two protocols and limited sample size, making the conclusion ambiguous. In order to clarify the above issues, we selected patients from a broader scale with different treatment protocols, with or without OC pretreatment. Then, we made comparison between paired groups from a full-scale angle, hoping to provide further insights for clinical treatment.

Results

In total, no difference was detected in age, proportion of infertility indications, treatment protocols, AMH, hCG dosage and Gn dosage during COH between E 2 decline group and control group (p > 0.05). Participants of the E 2 decline group have lower BMI (21.0 ± 2.6kg/m 2 versus 21.5 ± 2.6kg/m 2 , p = 0.021) and higher basal FSH level (7.0 ± 2.0IU/L versus 6.7 ± 1.8IU/L, p = 0.041) when compared with control group. Moreover, the peak E 2 value, E 2 , LH and FSH levels on the day of hCG administration in the E 2 decline group were all remarkably reduced compared with control group (11,065.1 ± 8292.1pmol/L versus 13,048.9 ± 7883.1pmol/L, 9614.0 ± 7457.3pmol/L versus 13,048.9 ± 7883.1pmol/L, 1.7 ± 1.9IU/L versus 2.8 ± 2.3IU/L, 11.0 ± 3.7IU/L versus 11.6 ± 3.6IU/L, respectively) (p < 0.05) ( Table 1 ). Table 1 Demographics and Cycle Parameters of the E2 Decline Group and Control Group E 2 Decline Group Control Group P No. of cases 333 333 Infertility indications, n (%) 0.315  Female tubal factor 198 (59.5%) 195 (58.6%)  Male factor 113 (33.9%) 124 (37.2%)  Unexplained 22 (6.6%) 14 (4.2%) Treatment protocol, n (%) 0.800  Ultrashort protocol 41 (12.3%) 35 (10.5%)  Short protocol 75 (22.5%) 84 (25.2%)  Long protocol 105 (31.5%) 103 (30.9%)  Antagonist protocol 112 (33.6%) 111 (33.3%) Female age (year) a 29.6±4.0 29.5±4.1 0.665 BMI (kg/m 2 ) a 21.0±2.6 21.5±2.6 0.021* Basal FSH (IU/L) a 7.0±2.0 6.7±1.8 0.041* AMH (ng/mL) a 3.2±3.2 3.4±3.2 0.559 Estradiol peak (pmol/L) a 11,065.1±8292.1 13,048.9±7883.1 0.002* Estradiol on HCG day (pmol/L) a 9614.0±7457.3 13,048.9±7883.1 0.000* LH on HCG day (IU/L) a 1.7±1.9 2.8±2.3 0.000* FSH on HCG day (IU/L) a 11.0±3.7 11.6±3.6 0.018* Progesterone on HCG day (ng/mL) a 0.85±1.5 0.91±0.5 0.493 Total dosage of HCG used (IU) a 5049.5±2851.7 4825.8±2563.0 0.287 Total dosage of Gn used (IU) a 1516.5±490.5 1513.4±433.8 0.932 No. of follicles on hCG day a 11.1±6.2 12.1±5.9 0.038* No. of retrieved oocytes a 12.1±8.1 13.0±6.8 0.134 No. of normally fertilized zygotes a 7.5±5.3 8.3±4.8 0.047* No. of high-quality embryos a 4.1±3.7 4.2±3.3 0.634 Notes : a MEAN±SD. *the difference were considered statistically significant when the p-value was less than 0.05 between the two groups. Demographics and Cycle Parameters of the E2 Decline Group and Control Group Notes : a MEAN±SD. *the difference were considered statistically significant when the p-value was less than 0.05 between the two groups. In regard to IVF outcomes, number of follicles on hCG day and normally fertilized zygote in E 2 decline group was significantly decreased versus control group (11.1 ± 6.2 versus 12.1 ± 5.9, p = 0.038 and 7.5 ± 5.3 versus 8.3 ± 4.8, p = 0.047, respectively) without any changes in other IVF outcome parameters ( Tables 1 and 2 ). Table 2 IVF and Clinical Outcomes of the E2 Decline Group and Control Group E 2 Decline Group Control Group P Retrieved oocyte rate a 120.6%(4032/3342) 107.2%(4321/4030) 0.000* Fertilization rate a 62.2%(2507/4032) 64.0%(2767/4321) 0.079 High-quality embryo rate a 45.1%(1352/2999) 43.6%(1395/3203) 0.226 Implantation rate a 43.1%(331/768) 46.2%(356/771) 0.225 Pregnancy rate a 56.0%(261/466) 61.6%(277/450) 0.088 Miscarriage rate a 12.3%(32/261) 10.4%(29/277) 0.503 Live birth rate a 48.7%(227/466) 55.1%(248/450) 0.033* Notes : a Percent. *the difference were considered statistically significant when the p-value was less than 0.05 between the two groups. IVF and Clinical Outcomes of the E2 Decline Group and Control Group Notes : a Percent. *the difference were considered statistically significant when the p-value was less than 0.05 between the two groups. As for the clinical outcomes, significantly decreased live birth rate in E 2 decline group (48.7% versus 55.1%, p = 0.033) indicated an adverse effect of E 2 drop on IVF and clinical outcomes. Moreover, the pregnancy rate of the E 2 decline group was lower than the control (56.0% vs 61.6%, p = 0.088), although the differences were not statistically significant. In addition, the implantation rate and miscarriage rate were similar between the two groups (43.1% vs 46.2%, p = 0.225 and 12.3% vs 10.4%, p = 0.503, respectively) ( Table 2 ). Depending on pretreatment strategy before the cycle, we classified the E 2 decline group and control group into OC and non-OC subgroups, and made respective comparisons as illustrated in Tables 3 and 4 . Table 3 Demographics and Cycle Parameters of the E2 Decline Group and Control Group Without Pretreatment of Oral Contraceptive (OC) and with Pretreatment of Oral Contraceptive (OC) E 2 Decline Group Without OC Control group Without OC P E 2 Decline Group with OC Control group with OC P No. of cases 141 136 192 197 Infertility indications, n (%) 0.469 0.493  Female tubal factor 87 (61.7%) 86 (63.2%) 111 (57.8%) 109 (55.3%)  Male factor 47 (33.3%) 47 (34.6%) 66 (34.4%) 77 (39.1%)  Unexplained 7 (5.0%) 3 (2.2%) 15 (7.8%) 11 (5.6%) Treatment protocol, n (%) 0.432 0.917  Ultrashort protocol 18 (12.8%) 10 (7.4%) 23 (12.0%) 25 (12.7%)  Short protocol 19 (13.5%) 23 (16.9%) 56 (29.2%) 61 (31.0%)  Long protocol 71 (50.4%) 73 (53.7%) 34 (17.7%) 30 (15.2%)  Antagonist protocol 33 (23.4%) 30 (22.1%) 79 (41.1%) 81 (41.1%) Female age (year) a 29.1±3.8 29.2±4.0 0.770 30.0±4.1 29.7±4.1 0.516 BMI (kg/m 2 ) a 20.8±2.4 21.3±2.6 0.031* 21.2±2.9 21.6±2.7 0.125 Basal FSH (IU/L) a 6.8±2.3 6.8±1.6 0.807 7.2±1.7 6.9±1.9 0.010* AMH (ng/mL) a 2.9±3.0 3.0±2.9 0.815 3.5±3.4 3.6±3.4 0.619 Estradiol peak (pmol/L) a 11,752.1±7824.1 13,150.3±7837.7 0.130 10,555.7±8600.6 12,973.5±7929.8 0.004* Estradiol on HCG day (pmol/L) a 10,330.7±7204.2 13,150.3±7837.7 0.002* 9082.9±7609.7 12,973.5±7929.8 0.000* LH on HCG day (IU/L) a 1.5±1.4 2.6±2.0 0.000* 1.9±2.3 2.9±2.4 0.000* FSH on HCG day (IU/L) a 11.5±3.8 12.3±3.7 0.086 10.6±3.6 11.2±3.5 0.085 Progesterone on HCG day (ng/mL) a 1.1±2.3 1.0±0.6 0.710 0.70±0.37 0.87±0.44 0.000* Total dosage of HCG used (IU) a 5390.1±2533.4 5110.3±2399.6 0.347 4799.5±3046.8 4629.4±2658.2 0.558 Total dosage of Gn used (IU) a 1560.0±462.1 1645.1±463.4 0.127 1484.5±509.1 1422.5±387.8 0.177 No. of follicles on hCG day a 12.1±6.2 12.8±5.8 0.338 10.4±6.1 11.6±5.9 0.047* No. of retrieved oocytes a 13.5±7.9 13.8±7.1 0.724 11.1±8.1 12.4±6.5 0.081 No. of normally fertilized zygotes a 8.0±5.3 8.7±4.7 0.269 7.1±5.2 8.0±4.9 0.087 No. of high-quality embryos a 4.0±3.5 4.4±3.4 0.422 4.1±3.9 4.1±3.2 0.973 Notes : a MEAN±SD. *the difference were considered statistically significant when the p-value was less than 0.05 between paired groups. Table 4 IVF and Clinical Outcomes of the E 2 Decline Group and Control Group Without Pretreatment of Oral Contraceptive (OC) and with Pretreatment of Oral Contraceptive (OC) E 2 Decline Group without OC Control Group without OC P E 2 Decline Group with OC Control Group with OC P Retrieved oocyte rate a 121.5%(1899/1563) 107.8%(1875/1740) 0.000* 119.9%(2133/1779) 106.8%(2446/2290) 0.000* Fertilization rate a 59.8%(1135/1899) 63.3%(1186/1875) 0.028* 64.3%(1372/2133) 64.6%(1581/2446) 0.825 High-quality embryo rate a 41.5%(570/1373) 42.2%(595/1410) 0.715 48.1%(782/1626) 44.6%(800/1793) 0.042* Implantation rate a 43.3%(142/328) 49.7%(154/310) 0.106 43.0%(189/440) 43.8%(202/461) 0.794 Pregnancy rate a 56.3%(111/197) 68.0%(123/181) 0.020* 55.8%(150/269) 57.2%(154/269) 0.728 Miscarriage rate a 9.0%(10/111) 6.5%(8/123) 0.460 14.7%(22/150) 13.6%(21/154) 0.797 Live birth rate a 50.8%(100/197) 63.5%(115/181) 0.003* 47.2%(127/269) 49.4%(133/269) 0.664 Notes : a Percent. *the difference were considered statistically significant when the p-value was less than 0.05 between paired groups. Demographics and Cycle Parameters of the E2 Decline Group and Control Group Without Pretreatment of Oral Contraceptive (OC) and with Pretreatment of Oral Contraceptive (OC) Notes : a MEAN±SD. *the difference were considered statistically significant when the p-value was less than 0.05 between paired groups. IVF and Clinical Outcomes of the E 2 Decline Group and Control Group Without Pretreatment of Oral Contraceptive (OC) and with Pretreatment of Oral Contraceptive (OC) Notes : a Percent. *the difference were considered statistically significant when the p-value was less than 0.05 between paired groups. For patients without OC pretreatment, the fertilization rate, pregnancy rate and live birth rate of the E 2 decline group were significantly lower than those in the controls (59.8% versus 63.3%, p = 0.028, 56.3% versus 68.0%, p = 0.020 and 50.8% vs 63.5%, p = 0.003, respectively), suggesting the negative prediction role of E 2 drop in patients without OC pretreatment ( Table 4 ). Furthermore, a significant reduction in BMI, E 2 and LH value on hCG day was detected in the E 2 decline group compared with controls (20.8 ± 2.4 versus 21.3 ± 2.6kg/m 2 , p = 0.031; 10,330.7 ± 7204.2 versus 13,150.3 ± 7837.7pmol/L, p = 0.002; 1.5 ± 1.4 versus 2.6 ± 2.0, p = 0.000, respectively) ( Table 3 ). Others were comparable in infertility indications proportion, treatment protocol application, age, basal FSH, AMH value, hCG and Gn dosage in E 2 deline groups versus controls (p > 0.05). However, for participant pretreatment with OC, except for higher retrieved oocyte rate and high-quality embryo rate of E 2 deline group, no difference was detected in IVF and clinical outcomes between the E 2 decline and control groups (p > 0.05) with comparable infertility indications proportion, treatment protocol application, age, BMI, AMH value and Gn dosage (p > 0.05) ( Tables 3 and 4 ). Netherless, we found lower peak E 2 value, E 2 , LH and progesterone value on hCG day in the E 2 decline group pretreatment with OC when compared with the control group pretreatment with OC (10,555.7 ± 8600.6 versus 12,973.5 ± 7929.8pmol/L, p = 0.004; 9082.9 ± 7609.7 versus 12,973.5 ± 7929.8pmol/L, p = 0.000; 1.9 ± 2.3 versus 2.9 ± 2.4, p = 0.000; 0.70 ± 0.37 versus 0.87 ± 0.44, p = 0.000, respectively).

Materials

This retrospective study was conducted in Center for Reproductive Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University. Considering the retrospective nature of the study, informed consent forms were waived by the Ethics Committee for Reproductive Medicine of RenJi Hospital. We confirmed that personal private information was confidentially conducted and maintained only for scientific purposes. Participants underwent IVF and intracytoplasmic sperm injection (ICSI) during their first cycle in our center were reviewed in the period of 2013–2019. All enrolled participants met the following requirements: (1) age ≤40 with a body mass index (BMI)≤28; (2) antral follicle number between 5~10 (both ovaries combined); (3) basal FSH <15 IU/L on the day 2–3 of menstrual cycle. Exclusion criteria included endometriosis, adenomyosis, intrauterine adhesion, uterine malformation, uterus with operation, hyperthyroidism and hypothyroidism, hyperprolactinemia, recurrent spontaneous abortion, recurrent implantation failure and cycle cancellation due to some reasons. In accordance with the above standards, participants who experienced a drop in serum E 2 level during COH cycle were enrolled as the test group (n = 333) ( Figure 1 ). At the same time, participants whose E 2 level continuously increased until the day of hCG administration during their first cycle were selected as the control group (n = 333) ( Figure 1 ). Figure 1 Illustration of E2 change during controlled ovarian hyperstimulation in control and E2 decline group. Note : This image describes the different trends of E2 change in our test and control groups during controlled ovarian hyperstimulation. Illustration of E2 change during controlled ovarian hyperstimulation in control and E2 decline group. Four standard ovarian stimulation protocols include GnRH agonist ultra-short protocol, short protocol, long protocol and GnRH antagonist protocol were used in this study. Based on the application of oral contraceptive (OC) pretreatment before their first cycle, the test and control groups were further categorized into OC and non-OC sub-groups. The proportion of these four protocols was matched between paired groups. In the GnRH agonist ultra-short protocol, GnRH agonist was administrated on the day 2 or day 3 of the menstrual cycle for 3 days, and gonadotropin (Gn) was given on the day 3 or day 4 of the menstrual cycle until the triggering day. In the GnRH agonist short protocol, GnRH agonist administration starts on the day 2 of the menstrual cycle, and then exogenous Gn was injected on the day 3 until the day of hCG administration. In the GnRH agonist long protocol, the administration of GnRH agonist started on the 21th day of last cycle (mid-luteal phase), and Gn administration starts on the day 3 of the next menstrual cycle until the triggering day. In the GnRH antagonist protocol, Gn was started on the day 2 of the menstrual cycle, and GnRH antagonist was administrated depending on individual’s follicle size and E 2 level until the day of hCG administration. During the COH, blood test and ultrasound follicular monitoring were carried out individually. When the leading follicles developed ≥18mm in diameter, hCG was administrated for oocyte maturation. Oocyte retrieval was guided by transvaginal ultrasonography 33–36hrs after the injection of hCG, and all the follicles with diameters ≥12mm were obtained. Retrieved oocytes were fertilized by conventional insemination or intracytoplasmic sperm injection, based on the semen quality. 16–18hrs after the fertilization, embryos with 2 pronucleus were considered as normal fertilization. Patients who were scheduled to transfer fresh embryos began luteal support on the day after oocyte retrieval, and fresh embryos were transferred at 72hrs after oocyte retrieval. Other patients were scheduled to transfer frozen embryos. The first pregnancy ultrasound was performed at 4 weeks after the embryo transfer, and the occurrence of gestational sacs was considered as clinical pregnancy. On the third day after fertilization, embryos development was measured by regularity, the number of blastomeres and embryonic fragmentation, according to standard morphological criteria. 10 Embryos with ≥6 cells and <20% fragmentation were defined as high-quality embryos, which were transferred or frozen by vitrification. The other embryos were continuously cultured into the blastocyst stage. On the day 5 or day 6, blastocysts scored as good morphology were frozen on the basis of Gardner et al criteria. 11 Demographic information such as age, BMI, basal FSH, and anti-Mullerian hormone (AMH) was collected for each patient. Stimulation parameters like E 2 , LH, FSH and progesterone value on the day of hCG administration, peak E 2 level, total hCG and Gn dosage were also gathered. IVF outcomes were assessed by the number of retrieved oocytes, normally fertilized zygotes and high-quality embryos, retrieved oocyte rate (the ratio of retrieved oocyte number to the number of follicles with ≥14mm in diameter on the triggering day), fertilization rate (for conventional insemination, the ratio is defined as the number of normally fertilized zygotes to the number of retrieved oocytes; for intracytoplasmic sperm injection, the ratio is defined as the number of normally fertilized zygotes to the number of MII oocytes) and high-quality embryo rate (the ratio of high-quality embryo number to the embryo number on day 3). Clinical outcomes were evaluated as implantation rate, pregnancy rate, miscarriage rate and live birth rate accumulated within the first treatment cycle individually. Implantation rate was defined as the ratio of implanted embryo numbers to transferred embryo numbers (fresh and frozen embryos), and pregnancy rate was the ratio of gestational cycle numbers to transferred cycle numbers. Miscarriage rate was the ratio of abortive cycles to the number of gestational cycles, while live birth rate was the ratio of live birth number to transferred cycle numbers. Considered that the first pregnancy ultrasound was performed at 4 weeks after the embryo transferred, the numbers of implanted embryos and the cycles of clinical pregnancy were calculated as the number of intrauterine gestational sacs on record. All the data were analyzed using SPSS (Version 20.0). Numeric variables were presented as the mean ± SD, and categorical variables were expressed as numbers and percentages. For continuous variables, statistical analysis was carried out using T -test, and categorical variables were analyzed using Chi-square test, with p <0.05 was considered statistically significant.

Conclusion

In summary, for participants with normal ovarian reserve, the occurrence of E 2 decline before the day of hCG administration during COH without OC pretreatment was linked with decreased fertilization rate, pregnancy rate and live birth rate. In contrast, for participants with OC pretreatment, E 2 decline had no impact on IVF and clinical outcomes. Due to the limitations of relatively small sample size and retrospective property, this study inevitably had selection bias. Therefore, a prospective randomized controlled trial (RCT) is needed with large samples from multiple centers to provide support for this conclusion in the future, hoping to provide new insights for individualized treatment.

Discussion

Serum hormone measurement and ultrasound follicular monitoring are two integral components for COH treatment in most IVF programs. 12 , 13 In our study, we found that the occurrence of falling E 2 before the day of hCG administration could be observed in many protocols, such as flare protocol, long protocol, antagonist protocol. Therefore, we collected participants of these protocols and matched contemporaneous cases to explore the potential influence on IVF/clinical outcomes. We found that E 2 decline group had decreased dominant follicles on hCG day and normally fertilized zygotes than the control group and live birth rate were also significantly reduced in the E 2 decline group. In cultured granulosa cells, estrogen enhanced FSH- and LH-induced aromatase activity, cyclic adenosine monophosphate (cAMP) production and progestin biosynthesis, which were related to granulosa cell proliferation, follicle growth and follicular antrum formation. 14 , 15 E 2 level in follicular fluid was a direct reflection of aromatase activity in correlation with granulosa cell number and follicular maturity, 16 , 17 hence the occurrence of falling E 2 might be due to decreased granulosa cell number or aromatase activity of the developing follicle. 9 In addition, previous research demonstrated that estrogens could inhibit granulosa cell apoptosis, whereas androgens increased DNA fragmentation associated with follicular atresia. 18 Therefore, the consequence of E 2 decline prior to hCG administration maybe associate with compromised oocyte quality. And in our study, the E 2 decline group did have lower normally fertilized zygote number and then live birth rate than control group (7.5 ± 5.3 versus 8.3 ± 4.8, p = 0.047; 48.7% versus 55.1%, p = 0.033, respectively), which may imply compromised oocyte quality in E 2 decline group. Oral contraceptive pretreatment before COH is widely used for scheduling cycles. 19 Through suppression of endogenous gonadal function, oral contraceptives assist synchronizing antral follicle cohort before gonadotropin administration. 20 Consequently, based on pretreatment strategy before their first cycle, we divided the E 2 decline group and control group into OC and non-OC sub-groups. We found that patients without OC (E 2 decline group without OC combined with control group with OC) had higher implantation rate, pregnancy rate and live birth rate than patients with OC (E 2 decline group with OC combined with control group with OC) ( Table 4 ). Several studies demonstrated than OC pretreatment was associated with persistently lower LH concentrations and thinner endometrium, then resulted in lower pregnancy rate and increased miscarriage rate. 21–23 Besides, different ratio of stimulation protocol constitution in OC and non-OC groups may attribute to the above discrepancy. Subsequently, results in our study indicated that in participants without OC pretreatment, fertilization rate, pregnancy rate and live birth rate of the E 2 decline group were significantly lower than the control ( Table 4 ). During the late luteal phase, antral follicles are exposed to progressively increased FSH levels to guarantee their subsequent growth. Small antral follicles that are sensitive to lower level of FSH develop earlier than others in this period. 20 With the gradual exposure of follicles to FSH, size discrepancies may be enhanced during the subsequent cycle. In COH without OC pretreatment, this marked discrepancies may lead to compromised oocyte quality, plus E 2 decline associated with decreased oocyte quality; these may imply a potential reason for the significant lower fertilization rate and live birth rate in E 2 decline group without OC pretreatment. Of course, due to limitation of sample quantity and retrospective analysis, this speculation needs more supportive evidence. In addition, with the progressive application of artificial intelligence in many fields of medicine, 24 we may integrate individualized biological and clinical parameters to predict future performance.

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