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Gong X, Zhang Y, Zhu Y, Wang P, Wang Z, Liu C, Zhang M, La X. Development and validation of a live birth prediction model for expected poor ovarian response patients during IVF/ICSI. Front Endocrinol (Lausanne) 2023; 14:1027805. [PMID: 36798666 PMCID: PMC9927003 DOI: 10.3389/fendo.2023.1027805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 01/09/2023] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND A number of live birth predictive model during assisted reproductive technology treatment have been available in recent years, but few targeted evaluating the chances of live birth in poor ovarian response(POR) patients. The aim of this study was to develop a nomogram based on POSEIDON criteria to predict live birth in patients with expected POR. METHODS This retrospective cohort study using clinical data from 657 patients in POSEIDON Groups 3 and 4 (antral follicle count [AFC] ≤5 and AMH <1.2 ng/ml) in the Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, and Construction a nomogram model t. RESULTS Among 657 expected POR patients, 111 (16.89%) had live births, and 546 (83.11%) did not have live births. These were divided into a training set(n=438) and a validation set (n=219). Multivariate logistic regression analysis showed that the age (OR = 0.91, 95% CI: 0.86-0.97), BMI (OR = 1.98, 95% CI: 1.09-3.67), AMH (OR = 3.48, 95% CI: 1.45-8.51), normal fertilized oocytes (OR = 1.40, 95% CI: 1.21-1.63), and the basal FSH (OR = 0.89, 95% CI: 0.80-0.98) of the female were independent factors predicting live birth in patients with expected POR. Then, an individualized nomogram prediction model was built from these five factors. The area under the ROC curve of the live birth prediction model was 0.820 in the training set and 0.879 in the validation set. CONCLUSION We have developed a nomogram combining clinical and laboratory factors to predict the probability of live birth in patients with an expected POR during IVF/ICSI, which can helpful for clinician in decision-making. However, the data comes from the same center, needs a prospective multicenter study for further in-depth evaluation and validation of this prediction model.
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Affiliation(s)
- Xiaoyun Gong
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Xinjiang Medical University, Urumqi, China
| | - Yunian Zhang
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Basic Medical College of Xinjiang Medical University, Urumqi, China
| | - Yuejie Zhu
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Peng Wang
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Zhihui Wang
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Chen Liu
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Manli Zhang
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Xiaolin La
- Center for Reproductive Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Xinjiang Medical University, Urumqi, China
- *Correspondence: Xiaolin La,
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Zangeneh FZ, Bagheri M, Shoushtari MS, Naghizadeh MM. Expression of ADR-α1, 2 and ADR-β2 in cumulus cell culture of infertile women with polycystic ovary syndrome and poor responder who are a candidate for IVF: the novel strategic role of clonidine in this expression. J Recept Signal Transduct Res 2020; 41:263-272. [PMID: 32878560 DOI: 10.1080/10799893.2020.1806320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Alpha and beta-adrenoceptors (ADR-α1, 2, and β2) play a regulatory role in the folliculogenesis and steroidogenesis in the ovarian follicles. This study aimed to measure these adrenoceptors mRNA and its protein levels in cumulus cells (CCs) culture of poor ovarian reserve (POR) and polycystic ovarian syndrome (PCOS) infertile women (IVF candidate) and the effect of clonidine treatment at CCs culture. METHODS This case/control study was conducted in 2017 includes a control (donation oocytes) and two studies (PCO and POR) groups. The ovulation induction drugs were prescribed in all groups. After the oocyte puncture, the follicular fluid was collected and CCs were isolated were cultured. RNA was extracted and cDNA was synthesized and designed the primer for the ADR-α1, 2 and ADR-β2 gene expression. The protein levels were investigated by Western Blot. RESULTS The results showed a high level of three adrenergic expressions in PCO women compared to the control group (p-value <.001), which can be reduced by clonidine. POR group showed a significant decrease in the gene expression of ADR-α1 (p-value = .004) and ADR-α2 (p-value = .003) compared to the control group and clonidine treatment had no effect. CONCLUSION The significant increase of three adrenoceptors gene expression and protein levels in CCs culture indicate to the hyperactivity of the ovarian sympathetic nervous system at the receptor levels in women with PCOS, and clonidine confirmed it by reducing this expression. In POR women, the reduction of ADR-α1, 2 expressions maybe lead to the aging process in the ovary.
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Affiliation(s)
| | - Maryam Bagheri
- Department of Reproductive Health, Faculty of Nursing and Midwifery, Tehran University of Medical Sciences, Tehran, Iran
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Guo J, Zhang Q, Li Y, Wang W, Yang D. Low level of basal testosterone: a significant risk factor for poor oocyte yield after ovulation induction. Reprod Fertil Dev 2017; 28:286-92. [PMID: 25023952 DOI: 10.1071/rd14061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2014] [Accepted: 05/23/2014] [Indexed: 11/23/2022] Open
Abstract
The objective of this study was to further investigate the association of low androgen levels and poor ovarian response or negative pregnancy outcome in in vitro fertilisation treatment using a retrospective cohort study. Chinese women (n=1950) of relatively young age, with normal range of basal FSH and antral follicle count undergoing an in vitro fertilisation cycle were selected and testosterone and dehydroepiandrosterone sulfate levels were measured on Day 3 of the menstrual cycle before subsequent in vitro fertilisation treatment. The main outcome measures of the study were ovarian stimulation parameters and clinical pregnancy. Basal testosterone levels of poor responders and non-pregnant women were significantly lower than normal responders and pregnant women, respectively. Patients with low basal testosterone levels had significantly lower number of mature oocytes, cleavage-stage embryos, frozen embryos, lower fertilisation and pregnancy rates and required higher doses of gonadotrophins. Androgen levels had no correlation with early spontaneous abortion rates. Multivariable logistic analysis revealed that low basal testosterone (<0.88nmolL(-1)) was an independent risk factor for poor oocyte yield (odds ratio: 1.61; 95% confidence interval: 1.01-2.57; P=0.045). In conclusion, a low level of basal testosterone was a significant risk factor for poor oocyte yield after ovarian stimulation and might negatively influence pregnancy chances with in vitro fertilisation. Basal dehydroepiandrosterone sulfate levels were not predictive for poor ovarian response or negative pregnancy outcome in this population.
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Affiliation(s)
- Jing Guo
- Department of Obstetrics and Gynaecology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, 107 Yanjiang Road, Guangzhou 510120, Guangdong, China
| | - Qingxue Zhang
- Department of Obstetrics and Gynaecology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, 107 Yanjiang Road, Guangzhou 510120, Guangdong, China
| | - Yu Li
- Department of Obstetrics and Gynaecology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, 107 Yanjiang Road, Guangzhou 510120, Guangdong, China
| | - Wenjun Wang
- Department of Obstetrics and Gynaecology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, 107 Yanjiang Road, Guangzhou 510120, Guangdong, China
| | - Dongzi Yang
- Department of Obstetrics and Gynaecology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, 107 Yanjiang Road, Guangzhou 510120, Guangdong, China
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Islam Y, Aboulghar MM, AlEbrashy AED, Abdel-Aziz O. The value of different ovarian reserve tests in the prediction of ovarian response in patients with unexplained infertility. MIDDLE EAST FERTILITY SOCIETY JOURNAL 2016. [DOI: 10.1016/j.mefs.2015.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Predictors of treatment failure in young patients undergoing in vitro fertilization. J Assist Reprod Genet 2016; 33:1001-7. [PMID: 27154866 DOI: 10.1007/s10815-016-0725-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 04/28/2016] [Indexed: 10/21/2022] Open
Abstract
PURPOSE The purpose of the study was to evaluate whether routinely collected clinical factors can predict in vitro fertilization (IVF) failure among young, "good prognosis" patients predominantly with secondary infertility who are less than 35 years of age. METHODS Using de-identified clinic records, 414 women <35 years undergoing their first autologous IVF cycle were identified. Logistic regression was used to identify patient-driven clinical factors routinely collected during fertility treatment that could be used to model predicted probability of cycle failure. RESULTS One hundred ninety-seven patients with both primary and secondary infertility had a failed IVF cycle, and 217 with secondary infertility had a successful live birth. None of the women with primary infertility had a successful live birth. The significant predictors for IVF cycle failure among young patients were fewer previous live births, history of biochemical pregnancies or spontaneous abortions, lower baseline antral follicle count, higher total gonadotropin dose, unknown infertility diagnosis, and lack of at least one fair to good quality embryo. The full model showed good predictive value (c = 0.885) for estimating risk of cycle failure; at ≥80 % predicted probability of failure, sensitivity = 55.4 %, specificity = 97.5 %, positive predictive value = 95.4 %, and negative predictive value = 69.8 %. CONCLUSION If this predictive model is validated in future studies, it could be beneficial for predicting IVF failure in good prognosis women under the age of 35 years.
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Poor-responder patients do not benefit from intracytoplasmic morphologically selected sperm injection. J Assist Reprod Genet 2015; 32:445-50. [PMID: 25595539 DOI: 10.1007/s10815-014-0422-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 12/26/2014] [Indexed: 10/24/2022] Open
Abstract
PURPOSE To compare the outcomes of ICSI and IMSI in women presenting with poor ovarian response. METHODS Data of IMSI cycles performed from January 2011 to December 2013 were included in this retrospective cohort study. Patients were divided into two groups: normoresponder patients (NR group; patients with > 4 oocytes retrieved) and poor-responder patients (PR group; patients with ≤ 4 oocytes retrieved). Patients who underwent IMSI were matched with patients who underwent ICSI in the same period. The ICSI and IMSI outcomes were compared in the NR and PR groups. RESULTS A total of 414 matched cycles were included in this study. The NR group comprised 324 cycles (164 ICSI and 160 IMSI cycles), and the PR group comprised 90 cycles (43 ICSI and 47 IMSI cycles). In the NR group, no significant differences were observed between the ICSI- and IMSI-treated couples regarding cycle outcomes. In the PR group, fertilisation rate was significantly lower in IMSI-treated couples (53.9% ± 36.7% vs. 79.8% ± 29.3%). The proportion of cycles with embryo transfer (57.4 vs. 79.1%) and the number of transferred embryos (1.5 ± 0.8 vs. 1.9 ± 0.7) were significantly lower in IMSI compared with ICSI. Implantation, pregnancy and miscarriage rates were similar when ICSI or IMSI were performed. CONCLUSIONS Our results suggest that unselected couples undergoing ICSI that present with poor ovarian response to controlled ovarian stimulation do not benefit from sperm selection under high magnification prior to ICSI.
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Morozova EA, Lin’kova NS, Polyakova VO, Kvetnoi IM. The ovary: Ontogenesis and ageing. ADVANCES IN GERONTOLOGY 2012. [DOI: 10.1134/s2079057012020117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Nichi M, de Cassia Sávio Figueira R, Paes de Almeida Ferreira Braga D, Souza Setti A, Iaconelli A, Borges E. Decreased fertility in poor responder women is not related to oocyte morphological status. Arch Med Sci 2011; 7:315-20. [PMID: 22291773 PMCID: PMC3258723 DOI: 10.5114/aoms.2011.22084] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2010] [Revised: 06/20/2011] [Accepted: 06/24/2010] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION In women showing impaired fertility, a decreased response to ovarian stimulation is a major problem, limiting the number of oocytes to be used for assisted reproduction techniques (ART). Despite the several definitions of poor response, it is still a matter of debate whether young poor responder patients also show a decrease in oocyte quality. The objective in this study was to investigate whether poor ovarian response to the superstimulation protocol is accompanied by impaired oocyte quality. MATERIAL AND METHODS This study included 313 patients younger than 35 years old, undergoing intracytoplasmic sperm injection. Patients with four or fewer MII oocytes (poor-responder group, PR, n = 57) were age-matched with normoresponder patients (NR, n = 256). RESULTS A higher rate of oocyte retrieval and a trend towards an increase in MII oocyte rate were observed in the NR group when compared to the PR group (71.6 ±1.1% and 74.1 ±1.0% vs. 56.3 ±2.9% and 66.5 ±3.7%; p< 0.0001 and p = 0.056, respectively). A trend toward increased implantation rates was observed in the NR group when compared to the PR group (44 and 24.5 ±2.0% vs. 28.8 and 16.4 ±3.9%; p= 0.0305 and p= 0.0651, respectively). CONCLUSIONS Low response to ovarian stimulation is apparently not related to impaired oocyte quality. However, embryos produced from poor responder oocytes show impaired capacity to implant and to carry a pregnancy to term.
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Affiliation(s)
- Marcílio Nichi
- Department of Animal Reproduction, Faculty of Veterinary Medicine, University of São Paulo, Brazil
| | | | - Daniela Paes de Almeida Ferreira Braga
- Fertility – Assisted Fertilization Center, São Paulo, Brazil
- Sapientiae Institute – Educational and Research Center in Assisted Reproduction, São Paulo, Brazil
| | - Amanda Souza Setti
- Sapientiae Institute – Educational and Research Center in Assisted Reproduction, São Paulo, Brazil
| | | | - Edson Borges
- Fertility – Assisted Fertilization Center, São Paulo, Brazil
- Department of Gynecology and Obstetrics - Botucatu Medical School/UNESP, São Paulo, Brazil
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