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Barghi M, Heidari Z, Haghighatdoost F, Feizi A, Hashemipour M. New insights into the relationship of antimüllerian hormone with polycystic ovary syndrome and its diagnostic accuracy: an updated and extended meta-analysis using a marginal beta-binomial model. Am J Obstet Gynecol 2025; 232:164-187.e31. [PMID: 39393481 DOI: 10.1016/j.ajog.2024.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 10/01/2024] [Accepted: 10/01/2024] [Indexed: 10/13/2024]
Abstract
OBJECTIVE This study aimed to investigate the diagnostic role of antimüllerian hormone in polycystic ovary syndrome using an advanced marginal beta-binomial statistical model, and present the optimal cutoff by different age groups, geographical locations, body mass indexes, and other relevant factors. DATA SOURCES A comprehensive and systematic literature search was conducted in Web of Science, PubMed/Medline, Scopus, Cochrane Library, Embase, and ProQuest until August 2024. STUDY ELIGIBILITY CRITERIA Epidemiologic studies that used the Androgen Excess and Polycystic Ovary Syndrome Society, National Institutes of Health, or Rotterdam diagnostic criteria for polycystic ovary syndrome were included in this meta-analysis. Studies were eligible for inclusion if they provided information on the sensitivity and specificity of antimüllerian hormone or related data that allowed for the calculation of these parameters, and/or data on odds ratios and means. METHODS The diagnostic efficacy of antimüllerian hormone was assessed using the marginal beta-binomial statistical model and the summary receiver operating characteristic method in terms of pooled sensitivity, specificity, and diagnostic odds ratio with 95% confidence interval. Pooled weighted mean difference and pooled odds ratios with 95% confidence interval were estimated using a random effects model. RESULTS A total of 202 observational studies were included in the pooled analysis, of which 106 studies (including 19,465 cases and 29,318 controls) were used for meta-analysis of sensitivity/specificity and 186 studies (including 30,656 cases and 34,360 controls) for meta-analysis of mean difference. The pooled sensitivity, specificity, and diagnostic odds ratio for antimüllerian hormone were 0.79 (95% confidence interval, 0.52-0.97), 0.82 (95% confidence interval, 0.64-0.99), and 17.12 (95% confidence interval, 14.37-20.32), respectively. The area under the curve based on the summary receiver operating characteristic model was 0.90 (95% confidence interval, 0.87-0.93). Antimüllerian hormone levels were significantly higher in women with polycystic ovary syndrome than in control women (weighted mean difference, 4.91; 95% confidence interval, 4.57-5.27). In addition, individuals with higher antimüllerian hormone levels were more likely to be affected by polycystic ovary syndrome (odds ratio, 23.17; 95% confidence interval, 18.74-28.66; I2=94%; P<.001). A serum antimüllerian hormone concentration of >5.39 ng/mL was associated with polycystic ovary syndrome (sensitivity, 88.6%; specificity, 92.75%; likelihood ratio for a positive test result, 12.21; likelihood ratio for a negative test result, 0.12). CONCLUSION According to the results of this meta-analysis, serum antimüllerian hormone concentration is a valuable biomarker for the diagnosis of polycystic ovary syndrome. The cutoff points suggested by the current meta-analysis need to be evaluated and validated by future studies before their implementation into clinical practice.
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Affiliation(s)
- Mostafa Barghi
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran; Student Research Committee, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Zahra Heidari
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Fahimeh Haghighatdoost
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mahin Hashemipour
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Noncommunicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran; Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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Hochberg A, Esteves SC, Yarali H, Vuong LN, Dahan MH. Antimüllerian hormone and antral follicle count thresholds for hyperresponse risk assessment in in vitro fertilization: a Hyperresponse Risk Assessment consensus study. Fertil Steril 2024:S0015-0282(24)02401-4. [PMID: 39603489 DOI: 10.1016/j.fertnstert.2024.11.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 11/20/2024] [Accepted: 11/21/2024] [Indexed: 11/29/2024]
Abstract
OBJECTIVE To determine the serum antimüllerian hormone (AMH) and antral follicle count (AFC) thresholds indicating an increased risk of hyperresponse to ovarian stimulation (OS) during in vitro fertilization, as defined by the Hyperresponse Risk Assessment (HERA) Delphi Consensus. DESIGN A retrospective multicenter cohort study. SETTING Three fertility centers. PATIENT(S) Women with normal ovarian reserve markers according to the POSEIDON criteria (AMH level of ≥1.2 ng/mL and AFC of ≥5) undergoing their first in vitro fertilization/ intracytoplasmic sperm injection cycle with conventional OS (follicle-stimulating hormone [FSH] level of ≥150 IU/d) using the gonadotropin-releasing hormone antagonist protocol (2015-2017) were included. INTERVENTION(S) Hyperresponse was defined as ≥15 retrieved oocytes, on the basis of the HERA definition, compared with non-HERA hyperresponders, defined as patients with ovarian reserve markers within the normal range per the POSEIDON criteria and with <15 oocytes retrieved. MAIN OUTCOME MEASURE(S) The primary outcome was the AMH and AFC threshold values, indicating an increased risk of a hyperresponse, using receiver operator characteristic curves. Outcomes were further stratified by patients' age (<35 and ≥35 years). Multivariable logistic regression explored factors associated with an HERA hyperresponse. RESULT(S) A total of 4,220 patients were included, of whom 2,132 (50.5%) were hyperresponders. Receiver operator characteristic curves revealed the following thresholds for a hyperresponse: AMH level of ≥4.38 ng/mL (area under the curve [AUC], 0.71) and AFC of ≥16 (AUC, 0.80) for the entire cohort; AMH level of ≥4.95 ng/mL (AUC, 0.68) and AFC of ≥18 (AUC, 0.76) for women aged <35 years (N = 3,056); and AMH level of ≥4.33 ng/mL (AUC, 0.77) and AFC of ≥15 (AUC, 0.86) for women aged ≥35 years (N = 1,164). Older women received higher median daily and total FSH doses than younger women. The AMH, AFC, female age, daily/total gonadotropin dose, type of gonadotropin, and trigger strategy were significant predictors for hyperresponse. CONCLUSION(S) The AMH and AFC values at and above these thresholds warrant increased caution when planning gonadotropin dosing, regimen, and trigger strategies before OS. These thresholds were lower in older women, potentially due to higher FSH dosing in this population.
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Affiliation(s)
- Alyssa Hochberg
- Department of Obstetrics and Gynecology, McGill University, Montreal, Quebec, Canada; The Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Sandro C Esteves
- ANDROFERT, Andrology and Human Reproduction Clinic, Campinas, Brazil
| | - Hakan Yarali
- Anatolia IVF, Ankara, Turkey; Department of Obstetrics and Gynecology, Hacettepe University, Ankara, Turkey
| | - Lan N Vuong
- Department of Obstetrics and Gynecology, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam; IVFMD, My Duc Hospital, Ho Chi Minh City, Vietnam; HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Vietnam
| | - Michael H Dahan
- Department of Obstetrics and Gynecology, McGill University, Montreal, Quebec, Canada
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Huang H, Gao H, Shi Y, Deng B, He X, Lin J, Li P. Can AMH levels predict the need to step up FSH dose for controlled ovarian stimulation following a long GnRH agonist protocol in PCOS women? Reprod Biol Endocrinol 2023; 21:121. [PMID: 38110998 PMCID: PMC10726541 DOI: 10.1186/s12958-023-01173-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 12/10/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND To explore the role of anti-Mullerian hormone (AMH) in predicting the need to step up recombinant FSH (rFSH) dose following long GnRH agonist protocol in IVF/ICSI cycles of polycystic ovarian syndrome (PCOS) women. METHODS This is a retrospective cohort study of 825 PCOS women undergoing long GnRH agonist protocol enrolled from Jan 2019 to Dec 2021. The daily rFSH dose at which the first response to rFSH were recorded. The dose at which the first response to rFSH was based on folliculometry during follow up in which two or more follicles reached ≥ 11 mm. A receiver operating characteristic (ROC) curve analysis was done to investigate the ability of AMH to predict the need to step up initial rFSH dose. RESULTS PCOS women who needed to step up initial rFSH dose had a significantly higher AMH compared with those didn't step up initial rFSH dose (11.37 ± 3.25ng/ml vs. 8.69 ± 3.16ng/ml, p < 0.001). In multivariate logistic regression analysis, increased AMH level was an independent factor for the need to step up initial rFSH dose in PCOS patients after adjusted for confounding factors. ROC curve analysis showed AMH could predict the need to step up initial rFSH dose (AUC = 0.738, 95%CI: 0.704-0.773), having 75.4% specificity and 63% sensitivity when the threshold AMH concentration was 9.30ng/ml. 58.8% PCOS women with AMH > 9.30 ng/ml required increased rFSH dose compared to 18.8% of women with AMH ≤ 9.30ng/ml (p < 0.001). Although the clinical pregnancy rate and live birth rate were not significantly different, there was a higher incidence of OHSS among women with AMH > 9.30 ng/ml vs. AMH ≤ 9.30ng/ml (20.8% vs. 15.3%, p = 0.043). CONCLUSION PCOS women with AMH > 9.30 ng/ml were resistant to rFSH stimulation and require increased dose for the cycle recruitment of ovarian follicles.
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Affiliation(s)
- Hui Huang
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China
| | - Haijie Gao
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China
| | - Yingying Shi
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China
| | - Bingbing Deng
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China
| | - Xuemei He
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China
| | - Jin Lin
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China
| | - Ping Li
- Department of Reproductive medicine, Women and Children's Hospital, School of Medicine, Xiamen University, Zhenhai Road 10, Xiamen, 361000, Fujian, China.
- Xiamen Key Laboratory of Reproduction and Genetics, Xiamen, Fujian, China.
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Luu TH, Kuhn K, Bradford AP, Wempe MF, Wittenburg L, Johnson RL, Carlson NE, Kumar TR, Polotsky AJ. Effects of pulsatile intravenous follicle-stimulating hormone treatment on ovarian function in women with obesity. Fertil Steril 2023; 120:890-898. [PMID: 37276947 PMCID: PMC10526695 DOI: 10.1016/j.fertnstert.2023.05.170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 05/18/2023] [Accepted: 05/30/2023] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To establish conditions for effective hypothalamic suppression in women with normal and high body mass index (BMI) and test the hypothesis that intravenous (IV) administration of pulsatile recombinant follicle-stimulating hormone (rFSH) can overcome the clinically evident dysfunctional pituitary-ovarian axis in women with obesity. DESIGN Prospective interventional study. SETTING Academic medical center. PATIENT(S) Twenty-seven normal-weight women and 27 women with obesity, who were eumenorrheic and aged 21-39 years. INTERVENTION(S) Two-day frequent blood sampling study, in early follicular phase, before and after cetrorelix suppression of gonadotropins and exogenous pulsatile IV rFSH administration. MAIN OUTCOME MEASURE(S) Serum inhibin B and estradiol (E2) levels (basal and rFSH stimulated). RESULT(S) A modified gonadotropin-releasing hormone antagonism protocol effectively suppressed production of endogenous gonadotropins in women with normal and high BMIs, providing a model to address the functional role of FSH in the hypothalamic-pituitary-ovarian axis. The IV rFSH treatment resulted in equivalent serum levels and pharmacodynamics in normal-weight women and those with obesity. However, women with obesity exhibited reduced basal levels of inhibin B and E2 and a significantly decreased response to FSH stimulation. The BMI was inversely correlated with serum inhibin B and E2. In spite of this observed deficit in ovarian function, pulsatile IV rFSH treatment in women with obesity resulted in E2 and inhibin B levels comparable with those in normal-weight women, in the absence of exogenous FSH stimulation. CONCLUSION(S) Despite normalization of FSH levels and pulsatility by exogenous IV administration, women with obesity demonstrate ovarian dysfunction with respect to E2 and inhibin B secretion. Pulsatile FSH can partially correct the relative hypogonadotropic hypogonadism of obesity, thereby providing a potential treatment strategy to mitigate some of the adverse effects of high BMI on fertility, assisted reproduction, and pregnancy outcomes. CLINICAL TRIAL REGISTRATION NUMBER ClinicalTrials.gov #NCT02478775.
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Affiliation(s)
- Thanh Ha Luu
- Department of Obstetrics and Gynecology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Katherine Kuhn
- Department of Obstetrics and Gynecology, University of Colorado Anschutz Medical Campus, Aurora, Colorado.
| | - Andrew P Bradford
- Department of Obstetrics and Gynecology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Michael F Wempe
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Luke Wittenburg
- Department of Surgical and Radiological Sciences, School of Veterinary Medicine, University of California, Davis, California
| | - Rachel L Johnson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Nichole E Carlson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - T Rajendra Kumar
- Department of Obstetrics and Gynecology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Alex J Polotsky
- Department of Obstetrics and Gynecology, University of Colorado Anschutz Medical Campus, Aurora, Colorado; Shady Grove Fertility, Greenwood Village, Colorado
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Ho VNA, Pham TD, Nguyen NT, Hoang HLT, Ho TM, Vuong LN. The impact of hyperandrogenism on the outcomes of ovulation induction using gonadotropin and intrauterine insemination in women with polycystic ovary syndrome. Clin Exp Reprod Med 2022; 49:127-134. [PMID: 35698775 PMCID: PMC9184886 DOI: 10.5653/cerm.2022.05204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 04/04/2022] [Indexed: 11/22/2022] Open
Abstract
Objective This study aimed to investigate the impact of hyperandrogenism (HA) on the outcomes of ovulation induction (OI) using gonadotropin and intrauterine insemination (IUI) in patients with polycystic ovary syndrome (PCOS). Methods This was a retrospective cohort study including 415 patients undergoing OI using gonadotropin and IUI treatment between January 2018 and December 2020 at a single infertility center. Baseline characteristics, clinical and laboratory parameters, and pregnancy outcomes were investigated. Results Among the study population, there were 105 hyperandrogenic (25.3%) and 310 non-hyperandrogenic patients (74.7%). The live birth rate was lower in the HA group than in the non-HA group, but this difference did not reach statistical significance due to the limited sample size (14.3% vs. 21.0%, relative risk=0.68; 95% CI, 0.41–1.14, p=0.153). No predictive factors for live birth were identified through logistic regression analysis. Conclusion HA did not negatively affect the outcomes of OI using gonadotropin and IUI cycles in Vietnamese women with PCOS. The result may not be applicable elsewhere due to the large variation in the characteristics of women with PCOS across races and populations.
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Affiliation(s)
- Vu Ngoc Anh Ho
- IVFMD, My Duc Hospital, Ho Chi Minh City, Viet Nam
- HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Viet Nam
- Corresponding author: Vu Ngoc Anh Ho IVFMD, My Duc Hospital, 4 Nui Thanh St, Ward 13, Tan Binh District, Ho Chi Minh City, Viet Nam Tel: +84-93-5843336, E-mail:
| | - Toan Duong Pham
- IVFMD, My Duc Hospital, Ho Chi Minh City, Viet Nam
- HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Viet Nam
| | - Nam Thanh Nguyen
- IVFMD, My Duc Hospital, Ho Chi Minh City, Viet Nam
- HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Viet Nam
| | - Hieu Le Trung Hoang
- IVFMD, My Duc Hospital, Ho Chi Minh City, Viet Nam
- HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Viet Nam
| | - Tuong Manh Ho
- IVFMD, My Duc Hospital, Ho Chi Minh City, Viet Nam
- HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Viet Nam
| | - Lan Ngoc Vuong
- IVFMD, My Duc Hospital, Ho Chi Minh City, Viet Nam
- HOPE Research Center, My Duc Hospital, Ho Chi Minh City, Viet Nam
- University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Viet Nam
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