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Current Applications of Machine Learning in Medicine: ART. Artif Intell Med 2022. [DOI: 10.1007/978-981-19-1223-8_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Vázquez AC, Rodríguez JMAG, Algara ALC, García JDM. Correlation between biochemical, ultrasonographic and demographic parameters with ovarian response to IVF/ICSI treatments in Mexican women. JBRA Assist Reprod 2021; 25:4-9. [PMID: 32489091 PMCID: PMC7863092 DOI: 10.5935/1518-0557.20200040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Objective: Ovarian response from a conventional ovarian stimulation protocol is a crucial step in IVF/ICSI treatments. This ovarian response encompasses a wide range of outcomes at the extremes, leading to either excessive responses with the risk of life-threatening conditions like ovarian hyperstimulation syndrome (OHSS), or poor ovarian response (POR) with poor outcomes. This study aims to integrate biochemical, ultrasonographic and demographic parameters into a mathematical formula able to predict ovarian response to stimulation in IVF/ICSI in gonadotropin-releasing hormone (GnRH) antagonist protocols. Methods: This retrospective analysis included 147 patients submitted to an ovarian stimulation protocol combining recombinant FSH and gonadotropin-releasing hormone antagonist. All the parameters were correlated with the Spearman Rho and Pearson´s correlation coefficient. Once the data was normalized, we used the multiple linear regression models, checking the results with the progressive discriminating analysis. Results: We classified the database according to the correlation with the number of oocytes retrieved; the progressive discriminating analysis resulted in the following equation: oocytes retrieved = 2.312-0.130 (FSH) + 0.562 (AFC). Conclusions: The incorporation of 2 ovarian reserve parameters into a regression equation enables knowing the number of retrieved oocytes in each patient with 80.5% sensitivity and 55.4% specificity.
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Ob'edkova KV, Kogan IY, Muller VC, Tapilskaya NI, Krikhely IO, Dzhemlikhanova LK, Abdulkadirova ZK, Mekina ID, Lesik EA, Komarova EA, Ishchuk MA, Gzgzian AM. IVF protocol efficacy in women with expected suboptimal response depending on ovary stimulation mode. Gynecol Endocrinol 2021; 37:44-48. [PMID: 34937512 DOI: 10.1080/09513590.2021.2006526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
INVESTIGATION OBJECTIVE IVF protocol efficacy estimation in women with expected suboptimal response depending on ovary stimulation mode. MATERIALS AND TECHNIQUE A randomized controlled study embracing results of 51 IVF cycle in women with ovary suboptimal response. The suboptimal response prognostic analysis was performed basing on ≤9 oocyte cumulus complexes obtained in previous IVF programs, the presence of no less than 5-9 antral follicles in both oocytes and amount of anti-Mullerian Hormone ≥0,8 ng/mL. In Group I (n = 25), the stimulation was performed by recombinant corifollitropin alfa combined with highly purified urinary gonadotropin, while in Group II (n = 26) it was made by means of recombinant follitropin/lutropin alfa within the protocol of applying gonadotropin-releasing hormone antagonists. RESULTS The total gonadotropin dose in Group II patients was authentically lower compared to Group I (p˂,01). No statistical difference between the two studied groups was detected concerning the number of obtained oocytes, 2pn zygote, good-quality transferred embryos and clinical pregnancy rate (p>.05). Embryo cryopreservation was performed only for group-II patients. CONCLUSION Corifollitropin alfa administration combined with highly purified menotropin in IVF cycles for suboptimal responders is quite effective, however, this strategy has no preference over other stimulation modes. The strategy of using recombinant follitropin/lutropin alfa can be promotive to IVF outcomes for suboptimal responders by means of embryo banking. ClinicalTrials.gov Identifier: NCT03177538.
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Affiliation(s)
- K V Ob'edkova
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - I Y Kogan
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
- FSBEI of HE St. Petersburg State University, St. Petersburg, Russia
| | - V C Muller
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - N I Tapilskaya
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
- FSBEI of HE St. Petersburg State Pediatriс Medical University under The Ministry of Healthcare of the Russian Federation, St. Petersburg, Russia
| | - I O Krikhely
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - L Kh Dzhemlikhanova
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
- FSBEI of HE St. Petersburg State University, St. Petersburg, Russia
| | - Z K Abdulkadirova
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
- FSBEI of HE St. Petersburg State University, St. Petersburg, Russia
| | - I D Mekina
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - E A Lesik
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - E A Komarova
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - M A Ishchuk
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
| | - A M Gzgzian
- FSBSI 'The Research Institute of Obstetrics, Gynecology and Reproductology named after D.O.Ott', St. Petersburg, Russia
- FSBEI of HE St. Petersburg State University, St. Petersburg, Russia
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Barrière P, Avril C, Benmahmoud-Zoubir A, Bénard N, Dejager S. Patient perceptions and understanding of treatment instructions for ovarian stimulation during infertility treatment. REPRODUCTIVE BIOMEDICINE & SOCIETY ONLINE 2019; 9:37-47. [PMID: 31993512 PMCID: PMC6976931 DOI: 10.1016/j.rbms.2019.08.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 07/25/2019] [Accepted: 08/19/2019] [Indexed: 06/10/2023]
Abstract
The impact of patient-physician communication and levels of understanding of treatment on patient knowledge and compliance has been studied in patients undergoing their first cycle of infertility treatment. This observational, real-life, longitudinal study involved 488 patients from 28 infertility centres in France. Data on communication quality, understanding of treatment instructions, patient knowledge and compliance to treatment protocol were collected through questionnaires administered before treatment initiation (V1) and at oocyte retrieval (V2). At V1, patients were very satisfied with their levels of understanding of the injection and monitoring schedules, the information given by the medical team, and the way of receiving instructions, with average ratings on a scale of 0-100% of > 75%. They rated their understanding of possible treatment side-effects as satisfactory (average score 71.1%). Gaps in patient knowledge about their treatment, revealed by discrepancies between physician and patient reports, were observed in 20.5% of patients (n = 79/386), and most commonly resulted from confusion about the units and dose of gonadotropin. Anxiety about performing self-injections and a lack of confidence in their ability to self-inject correctly were each observed in approximately one-third of patients. Patient self-assessment of compliance at V2 revealed that 27% of patients (n = 83/305) did not comply with or had doubts about the injection schedule or dose injected. Meanwhile physicians reported high levels of patient compliance (94.3%; n = 350/371). In conclusion, even when patient-physician relationships appear to be satisfactory, patient miscomprehension and non-compliance during infertility treatment may be underestimated. Further interventions are required to improve these outcomes.
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Affiliation(s)
- Paul Barrière
- CRTI, U 1064, Service de biologie et médecine de la reproduction, Centre Hospitalier Universitaire, Nantes, France
| | - Catherine Avril
- Clinique Mathilde – Service de médecine de la reproduction, Rouen, France
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Özcan P, Fiçicioğlu C, Ateş S, Can MG, Kaspar Ç, Akçin O, Yesiladali M. The cutoff values of serum AMH levels and starting recFSH doses for the individualization of IVF treatment strategies. Gynecol Endocrinol 2017; 33:467-471. [PMID: 28277814 DOI: 10.1080/09513590.2017.1294154] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
OBJECTIVE The main purpose of our study is to categorize starting doses of recombinant follicle-stimulating hormone (recFSH) based on various cutoff values of anti-Mullerian hormone (AMH) and to determine the effectiveness of serum AMH levels in the prediction of poor ovarian response. MATERIAL AND METHODS Prospective data analysis was conducted at IVF center. A total of 323 patients were included. All patients were divided into four groups according to the patients' serum AMH concentrations: Group 1 (AMH < 1 ng/ml; 450 IU/day n = 157); Group 2 (AMH 1-2 ng/ml; 375 IU/day, n = 55); Group 3 (AMH 2-3 ng/ml; 225 IU/day, n = 48); and Group 4 (AMH > 3 ng/ml; 150 IU/day, n = 63). Collected data included age, total gonadotropin dosage, duration of stimulations, the total number of oocytes retrieved, ovarian response, cancelation rate, and cPRs. RESULTS As serum AMH levels increased, there were significant decreases in the starting recFSH dose and total gonadotropin dosage, and a significant increase in the total number of oocytes retrieved. There was a significant trend toward increasing cycle cancelation rates and decreasing cPRs with decreasing serum AMH levels. Although there were no significant differences with regard to the proportion of cycles with hypo-response between all groups. A result of ≤0.83 was considered the cutoff value of AMH to predict a hypo-response to ovarian stimulation. CONCLUSIONS AMH is a useful marker in selecting the starting dose of recFSH and prediction of poor ovarian response. Our protocol may allow clinicians to modulate the starting dose of recFSH according to these cutoff values for serum AMH levels.
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Affiliation(s)
- Pinar Özcan
- a Department of Obstetrics and Gynecology , Bezmialem University Faculty of Medicine , İstanbul , Turkey
- b Department of Obstetrics , Gynecology and Reproductive Biology, Division of Reproductive Endocrinology and Infertility, Brigham and Women's Hospital, Harvard Medical School , Boston , MA , USA
| | - Cem Fiçicioğlu
- c Department of Obstetrics and Gynecology , Yeditepe University, Faculty of Medicine , Istanbul , Turkey
| | - Seda Ateş
- a Department of Obstetrics and Gynecology , Bezmialem University Faculty of Medicine , İstanbul , Turkey
| | - Meltem Güner Can
- d Department of Anesthesiology , Acibadem University, Faculty of Medicine , Istanbul , Turkey , and
| | - Çiğdem Kaspar
- e Department of Medical Informatics , Yeditepe University, Faculty of Medicine , Istanbul , Turkey
| | - Oya Akçin
- c Department of Obstetrics and Gynecology , Yeditepe University, Faculty of Medicine , Istanbul , Turkey
| | - Mert Yesiladali
- c Department of Obstetrics and Gynecology , Yeditepe University, Faculty of Medicine , Istanbul , Turkey
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Segal L, Fainaru O, Kol S. Anovulatory Patients Demonstrate a Sharp Decline in LH Levels upon GnRH Antagonist Administration during IVF Cycles. Rambam Maimonides Med J 2017; 8:RMMJ.10298. [PMID: 28467764 PMCID: PMC5415367 DOI: 10.5041/rmmj.10298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
To evaluate the decrease in luteinizing hormone (LH) levels following gonadotropin-releasing hormone (GnRH) antagonist administration in in vitro fertilization (IVF) cycles, data were retrospectively collected from 305 consecutive IVF or intracytoplasmic sperm injection (ICSI) cycles of patients who underwent ovarian stimulation with gonadotropins and were treated with GnRH antagonist for the prevention of premature luteinization. We compared the percent change in LH concentration from stimulation start to that observed before ovulation triggering in patients with or without anovulation. Anovulatory patients were younger, with higher body mass index (BMI), and demonstrated higher ovarian reserve parameters as compared to ovulatory patients. The decline in LH concentration was almost two-fold greater in anovulatory versus ovulatory patients. Numbers of oocytes, fertilizations, cleavage stage embryos, and transferred embryos were similar; however, implantation rates were higher in anovulatory versus ovulatory patients. Older patients (age ≥39) showed a smaller decline in LH levels as compared to younger ones (age <39) and exhibited poor IVF outcomes. There is a wide range of pituitary responses to GnRH antagonists. Anovulatory patients are more susceptible to GnRH antagonists and therefore demonstrate over-suppression of the pituitary. Older patients demonstrate a reduced pituitary response to GnRH antagonists than younger ones. Cycle scheduling with estradiol pretreatment did not influence LH decline, nor IVF treatment outcomes.
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Affiliation(s)
- Linoy Segal
- IVF Unit, Rambam Health Care Campus, Haifa, Israel; and Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Ofer Fainaru
- IVF Unit, Rambam Health Care Campus, Haifa, Israel; and Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Shahar Kol
- IVF Unit, Rambam Health Care Campus, Haifa, Israel; and Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
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van Tilborg TC, Broekmans FJ, Dólleman M, Eijkemans MJ, Mol BW, Laven JS, Torrance HL. Individualized follicle-stimulating hormone dosing and in vitro fertilization outcome in agonist downregulated cycles: a systematic review. Acta Obstet Gynecol Scand 2016; 95:1333-1344. [DOI: 10.1111/aogs.13032] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 09/24/2016] [Indexed: 01/21/2023]
Affiliation(s)
- Theodora C. van Tilborg
- Department of Reproductive Medicine and Gynecology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Frank J.M. Broekmans
- Department of Reproductive Medicine and Gynecology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Madeleine Dólleman
- Department of Reproductive Medicine and Gynecology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Marinus J.C. Eijkemans
- Julius Center for Health Sciences and Primary Care; University Medical Center Utrecht; Utrecht The Netherlands
| | - Ben Willem Mol
- The Robinson Institute; School of Paediatrics and Reproductive Health; University of Adelaide; Adelaide SA Australia
| | - Joop S.E. Laven
- Division of Reproductive Medicine; Department of Obstetrics and Gynecology; Erasmus Medical Center Rotterdam; Rotterdam The Netherlands
| | - Helen L. Torrance
- Department of Reproductive Medicine and Gynecology; University Medical Center Utrecht; Utrecht The Netherlands
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Affiliation(s)
- Gautam N Allahbadia
- Rotunda-The Center For Human Reproduction, Mumbai, India ; New Hope IVF, Sharjah, UAE
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Randomized, controlled, open-label, non-inferiority study of the CONSORT algorithm for individualized dosing of follitropin alfa. Reprod Biomed Online 2015; 30:248-57. [DOI: 10.1016/j.rbmo.2014.11.013] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Revised: 11/03/2014] [Accepted: 11/04/2014] [Indexed: 11/18/2022]
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Kol S. Individualized Treatment from Theory to Practice: The Private Case of Adding LH during GnRH Antagonist-based Stimulation Protocol. CLINICAL MEDICINE INSIGHTS. REPRODUCTIVE HEALTH 2014; 8:59-64. [PMID: 25452708 PMCID: PMC4213184 DOI: 10.4137/cmrh.s17788] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Revised: 08/01/2014] [Accepted: 08/23/2014] [Indexed: 11/24/2022]
Abstract
The study evaluated the proportion of patients whose pituitary glands respond with a sharp decrease in luteinizing hormone (LH) levels when exposed to a conventional dose of 0.25 mg gonadotropin releasing hormone (GnRH) antagonist in a prospective, single-center, non-randomized, proof-of-concept study. Fifty women eligible for in vitro fertilization (IVF) received recFSH (Gonal-F) from day 2 or 3 of menstrual period. Basal estradiol, progesterone, and LH were measured on the same day and 4–5 days later—immediately before GnRH antagonist 0.25 mg administration, and 24 hours after its administration. Responders were defined as “normal” if 24 hours after the first GnRH antagonist injection, LH level was ≥50% of the pre-injection level and as “over-suppressed” if it was <50% of the pre-injection level. Twelve patients (26% of the total) were “over-suppressed” with a mean LH level of 37% of the level 24 hours earlier. These patients also demonstrated a significant decrease in estradiol rise during the first 24 hours after initial antagonist administration. This effect was reversed for the rest of the stimulation period during which recLH (Luveris, 150 IU/day) was added to the “over-suppressed.” If proven advantageous in terms of pregnancy rate, this approach to individualized treatment would be easy to implement. Trial registration: ClinicalTrials. gov Identifier: NCT01936077.
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Affiliation(s)
- Shahar Kol
- IVF Unit Rambam Health Care Campus, Maccabi Healthcare Services and the Rappaport Faculty of Medicine, Technion Israel Institute of Technology, Haifa, Israel
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Hoseini FS, Noori Mugahi SMH, Akbari-Asbagh F, Eftekhari-Yazdi P, Aflatoonian B, Aghaee-Bakhtiari SH, Aflatoonian R, Salsabili N. A randomized controlled trial of gonadotropin-releasing hormone agonist versus gonadotropin-releasing hormone antagonist in Iranian infertile couples: oocyte gene expression. ACTA ACUST UNITED AC 2014; 22:67. [PMID: 25288473 PMCID: PMC4197229 DOI: 10.1186/s40199-014-0067-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2014] [Accepted: 09/10/2014] [Indexed: 12/21/2022]
Abstract
Background The main objective of the present work was to compare the effects of the gonadotropin-releasing hormone agonist (GnRH-a) and GnRH antagonist (GnRH-ant) on the gene expression profiles of oocytes obtained from Iranian infertile couples undergoing in vitro fertilization (IVF). Methods Fifty infertile couples who underwent IVF between June 2012 and November 2013 at the Infertility Center of Tehran Women General Hospital, Tehran University of Medical Sciences, were included in this study. We included women that had undergone IVF treatment because of male factor, tubal factor, or unexplained infertility. The women randomly underwent controlled ovarian stimulation (COS) with either the GnRH-a (n = 26) or the GnRH-ant (n = 24). We obtained 50 germinal vesicle (GV) oocytes donated by women in each group. After the sampling, pool of 50 GV oocytes for each group was separately analyzed by quantitative polymerase chain reaction (qPCR). Result The expression levels of Adenosine triphosphatase 6 (ATPase 6), Bone morphogenetic protein 15 (BMP15), and Neuronal apoptosis inhibitory protein (NAIP) genes were significantly upregulated in the GnRH-ant group compared to the GnRH-a group, with the fold change of 3.990 (SD ± 1.325), 6.274 (SD ± 1.542), and 2.156 (SD ± 1.443), respectively, (P < 0.001). Growth differentiation factor 9 (GDF9) mRNA did not have any expression in the GnRH-a group; however, GDF9 mRNA was expressed in the GnRH-ant group. Finally, it was found that the genes involved in the DNA repairing and cell cycle checkpoint did not have any expression in either group. Conclusion The present study showed, for the first time, the expression levels of genes involved in the cytoplasmic maturity (BMP15, GDF9), adenosine triphosphate production (ATPase 6), and antiapoptotic process (NAIP), in human GV oocytes were significantly higher in the GnRH-anta group than in the GnRH-a group in COS. Higher expression level of these genes when GnRH-ant protocol is applied, this protocol seems to be a more appropriate choice for women with poly cystic ovarian syndrome, because it can probably improve the expression of the aforementioned genes. Trial registration Current Controlled Trials: IRCT 2014031112307 N3.
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Bayoglu Tekin Y, Ceyhan ST, Kilic S, Korkmaz C. The impact of the time interval on in-vitro fertilisation success after failure of the first attempt. J OBSTET GYNAECOL 2014; 35:403-6. [PMID: 25264732 DOI: 10.3109/01443615.2014.960830] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The aim of this study was to identify the optimal time interval for in-vitro fertilisation that would increase treatment success after failure of the first attempt. This retrospective study evaluated 454 consecutive cycles of 227 infertile women who had two consecutive attempts within a 6-month period at an IVF centre. Data were collected on duration of stimulation, consumption of gonadotropin, numbers of retrieved oocytes, mature oocytes, fertilised eggs, good quality embryos on day 3/5 following oocyte retrieval and clinical and ongoing pregnancy. There were significant increases in clinical pregnancy rates at 2-, 3- and 4-month intervals. The maximum increase was after two menstrual cycles (p = 0.001). The highest rate of ongoing pregnancy was in women that had the second attempt after the next menstrual cycle following failure of IVF (27.2%). After IVF failure, initiating the next attempt within 2-4 months increases the clinical pregnancy rates.
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Affiliation(s)
- Y Bayoglu Tekin
- Department of Obstetrics and Gynecology, Recep Tayyip Erdoğan University, School of Medicine , Rize
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Abstract
Despite the development of in vitro fertilization (IVF) more than 30 years ago, the cost of treatment remains high. Furthermore, over the years, more sophisticated technologies and expensive medications have been introduced, making IVF increasingly inaccessible despite the increasing need. Globally, the option to undergo IVF is only available to a privileged few. In recent years, there has been growing interest in exploring strategies to reduce the cost of IVF treatment, which would allow the service to be provided in low-resource settings. In this review, we explore the various ways in which the cost of this treatment can be reduced.
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Affiliation(s)
- Pek Joo Teoh
- Aberdeen Fertility Centre, Aberdeen Maternity Hospital, University of Aberdeen, Aberdeen, UK
| | - Abha Maheshwari
- Aberdeen Fertility Centre, Aberdeen Maternity Hospital, University of Aberdeen, Aberdeen, UK
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Broekmans FJ, Verweij PJM, Eijkemans MJC, Mannaerts BMJL, Witjes H. Prognostic models for high and low ovarian responses in controlled ovarian stimulation using a GnRH antagonist protocol. Hum Reprod 2014; 29:1688-97. [PMID: 24903202 PMCID: PMC4093990 DOI: 10.1093/humrep/deu090] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
STUDY QUESTION Can predictors of low and high ovarian responses be identified in patients undergoing controlled ovarian stimulation (COS) in a GnRH antagonist protocol? SUMMARY ANSWER Common prognostic factors for high and low ovarian responses were female age, antral follicle count (AFC) and basal serum FSH and LH. WHAT IS KNOWN ALREADY Predictors of ovarian response have been identified in GnRH agonist protocols. With the introduction of GnRH antagonists to prevent premature LH rises during COS, and the gradual shift in use of long GnRH agonist to short GnRH antagonist protocols, there is a need for data on the predictability of ovarian response in GnRH antagonist cycles. STUDY DESIGN, SIZE, DURATION A retrospective analysis of data from the Engage trial and validation with the Xpect trial. Prognostic models were constructed for high (>18 oocytes retrieved) and low (<6 oocytes retrieved) ovarian response. Model building was based on the recombinant FSH (rFSH) arm (n = 747) of the Engage trial. Multivariable logistic regression models were constructed in a stepwise fashion (P < 0.15 for entry). Validation based on calibration was performed in patients with equivalent treatment (n = 199) in the Xpect trial. PARTICIPANTS/MATERIALS, SETTING, METHODS Infertile women with an indication for COS prior to IVF. The Engage and Xpect trials included patients of similar ethnic origins from North America and Europe who had regular menstrual cycles. The main causes of infertility were male factor, tubal factor and endometriosis. MAIN RESULTS AND THE ROLE OF CHANCE In the Engage trial, 18.3% of patients had a high and 12.7% had a low ovarian response. Age, AFC, serum FSH and serum LH at stimulation Day 1 were prognostic for both high and low ovarian responses. Higher AFC and LH were associated with an increased chance of high ovarian response. Older age and higher FSH correlated with an increased chance of low ovarian response. Region (North America/Europe) and BMI were prognostic for high ovarian response, and serum estradiol at stimulation Day 1 was associated with low ovarian response. The area under the receiver operating characteristic (ROC) curve (AUC) for the model for a high ovarian response was 0.82. Sensitivity and specificity were 0.82 and 0.73; positive and negative predictive values were 0.40 and 0.95, respectively. The AUC for the model for a low ovarian response was 0.80. Sensitivity and specificity were 0.77 and 0.73, respectively; positive and negative predictive values were 0.29 and 0.96, respectively. In Xpect, 19.1% of patients were high ovarian responders and 16.1% were low ovarian responders. The slope of the calibration line was 0.81 and 1.35 for high and low ovarian responses, respectively, both not statistically different from 1.0. In summary, common prognostic factors for high and low ovarian responses were female age, AFC and basal serum FSH and LH. Simple multivariable models are presented that are able to predict both a too low or too high ovarian response in patients treated with a GnRH antagonist protocol and daily rFSH. LIMITATIONS, REASONS FOR CAUTION Anti-Müllerian hormone was not included in the prediction modelling. WIDER IMPLICATIONS OF THE FINDINGS The findings will help with the identification of patients at risk of a too high or too low ovarian response and individualization of COS treatment. STUDY FUNDING/COMPETING INTERESTS Financial support for this study and the editorial work was provided by Merck, Sharp & Dohme Corp. (MSD), a subsidiary of Merck & Co. Inc., Whitehouse Station, NJ, USA. F.J.B. received a grant from CVZ to his institution; P.J.M.V. and H.W. are employees of MSD, and B.M.J.L.M. was an employee of MSD at the time of development of this manuscript. TRIAL REGISTRATION NUMBERS NCT 00696800 and NCT00778999.
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Affiliation(s)
- Frank J Broekmans
- Division of Female and Baby, Department for Reproductive Medicine and Surgery, University Medical Center, Utrecht 3584 CX, The Netherlands
| | | | - Marinus J C Eijkemans
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht 3508GA, The Netherlands
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Discrepancies between Antimullerian Hormone and Follicle Stimulating Hormone in Assisted Reproduction. Obstet Gynecol Int 2013; 2013:383278. [PMID: 24454387 PMCID: PMC3880764 DOI: 10.1155/2013/383278] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Accepted: 10/31/2013] [Indexed: 11/26/2022] Open
Abstract
Data from 107 women undergoing their first IVF/ICSI were analyzed. Relationships between antimullerian hormone (AMH) and follicle stimulating hormone (FSH) were analyzed after dividing patients into four groups according to AMH/FSH levels. Concordance was noted in 57% of women (both AMH/FSH either normal or abnormal) while 43%of women had discordant values (AMH/FSH one hormone normal and the other abnormal). Group 1 (AMH and FSH in normal range) and group 2 (normal AMH and high FSH) were younger compared to group 3 (low AMH and normal FSH) and group 4 (both AMH/FSH abnormal). Group 1 showing the best oocyte yield was compared to the remaining three groups. Groups 3 and 4 required higher dose of gonadotrophins for controlled ovarian hyperstimulation showing their low ovarian reserve. There was no difference in cycle cancellation, clinical pregnancy, and live birth/ongoing pregnancy rate in all groups. These tests are useful to predict ovarian response but whether AMH is a substantially better predictor is not yet established.
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Lan VTN, Linh NK, Tuong HM, Wong P, Howles CM. Anti-Müllerian hormone versus antral follicle count for defining the starting dose of FSH. Reprod Biomed Online 2013; 27:390-9. [DOI: 10.1016/j.rbmo.2013.07.008] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2013] [Revised: 07/17/2013] [Accepted: 07/17/2013] [Indexed: 10/26/2022]
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La Marca A, Sunkara SK. Individualization of controlled ovarian stimulation in IVF using ovarian reserve markers: from theory to practice. Hum Reprod Update 2013; 20:124-40. [PMID: 24077980 DOI: 10.1093/humupd/dmt037] [Citation(s) in RCA: 340] [Impact Index Per Article: 30.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The main objective of individualization of treatment in IVF is to offer every single woman the best treatment tailored to her own unique characteristics, thus maximizing the chances of pregnancy and eliminating the iatrogenic and avoidable risks resulting from ovarian stimulation. Personalization of treatment in IVF should be based on the prediction of ovarian response for every individual. The starting point is to identify if a woman is likely to have a normal, poor or a hyper response and choose the ideal treatment protocol tailored to this prediction. The objective of this review is to summarize the predictive ability of ovarian reserve markers, such as antral follicle count (AFC) and anti-Mullerian hormone (AMH), and the therapeutic strategies that have been proposed in IVF after this prediction. METHODS A systematic review of the existing literature was performed by searching Medline, EMBASE, Cochrane library and Web of Science for publications in the English language related to AFC, AMH and their incorporation into controlled ovarian stimulation (COS) protocols in IVF. Literature available to May 2013 was included. RESULTS The search generated 305 citations of which 41 and 25 studies, respectively, reporting the ability of AMH and AFC to predict response to COS were included in this review. The literature review demonstrated that AFC and AMH, the most sensitive markers of ovarian reserve identified to date, are ideal in planning personalized COS protocols. These sensitive markers permit prediction of the whole spectrum of ovarian response with reliable accuracy and clinicians may use either of the two markers as they can be considered interchangeable. Following the categorization of expected ovarian response to stimulation clinicians can adopt tailored therapeutic strategies for each patient. Current scientific trend suggests the elective use of the GnRH antagonist based regimen for hyper-responders, and probably also poor responders, as likely to be beneficial. The selection of the appropriate and individualized gonadotrophin dose is also of paramount importance for effective COS and subsequent IVF outcomes. CONCLUSION Personalized IVF offers several benefits; it enables clinicians to give women more accurate information on their prognosis thus facilitating counselling especially in cases of extremes of ovarian response. The deployment of therapeutic strategies based on selective use of GnRH analogues and the fine tuning of the gonadotrophin dose on the basis of potential ovarian response in every single woman can allow for a safer and more effective IVF practice.
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Affiliation(s)
- Antonio La Marca
- Mother-Infant Department, Institute of Obstetrics and Gynaecology, University of Modena and Reggio Emilia, 41100 Modena, Italy
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FSH receptor genotype does not predict metaphase-II oocyte output or fertilization rates in ICSI patients. Reprod Biomed Online 2013; 27:305-9. [DOI: 10.1016/j.rbmo.2013.06.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2012] [Revised: 06/13/2013] [Accepted: 06/13/2013] [Indexed: 11/22/2022]
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Stanger JD, Yovich JL. Follicle recruitment determines IVF productivity rate via the number of embryos frozen and subsequent transfers. Reprod Biomed Online 2013; 27:286-96. [PMID: 23886680 DOI: 10.1016/j.rbmo.2013.05.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2013] [Revised: 05/23/2013] [Accepted: 05/30/2013] [Indexed: 11/18/2022]
Abstract
IVF productivity rate is an index defined as the sum of all live births from either fresh or frozen embryo transfers arising from a single oocyte collection. This retrospective analysis over 9 continuous years used this index to understand the potential impact on pregnancy rates of milder stimulation regimens with associated reduced egg numbers. The productivity rate per collection increased in a linear and significant rate as more oocytes were recovered, more embryos frozen and more frozen embryo transfers contributed to pregnancy. This observation was true for women aged <35 years and less so for women aged 35-39 years but not for women aged 40 years and older. The contribution of frozen embryo transfer to the productivity rate rose in a linear manner, reaching over 40% of all live births with nine oocytes. The number of live births per oocyte, pronuclear embryos and thawed embryos decreased significantly but the number of live births per embryo transferred (fresh or frozen) rose with rising oocyte numbers, reflecting increasing opportunity for embryo selection. This study suggests that optimal benefits with minimal risks are gained from a model that includes both fresh and frozen transfers under stimulation generating between 8 and 12 eggs.
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Affiliation(s)
- James D Stanger
- PIVET Medical Centre, 166-168 Cambridge St, Leederville, Perth, 6007 WA, Australia
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Nardo L, Bosch E, Lambalk C, Gelbaya T. Controlled ovarian hyperstimulation regimens: a review of the available evidence for clinical practice. Produced on behalf of the BFS Policy and Practice Committee. HUM FERTIL 2013; 16:144-50. [DOI: 10.3109/14647273.2013.795385] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Bentzen JG, Forman JL, Johannsen TH, Pinborg A, Larsen EC, Andersen AN. Ovarian antral follicle subclasses and anti-mullerian hormone during normal reproductive aging. J Clin Endocrinol Metab 2013; 98:1602-11. [PMID: 23463653 DOI: 10.1210/jc.2012-1829] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
CONTEXT The interindividual variation in the age-related decline of ovarian follicles is wide. Hence, it is important to identify reliable, sensitive, and specific markers to assess the ovarian reserve of the individual woman. OBJECTIVE The aim of this study was to characterize the relation between age and ovarian reserve parameters in a population of healthy women with regular menstrual cycle. DESIGN AND SETTING We conducted a prospective, population-based, cross-sectional study. PARTICIPANTS A total of 366 health care workers aged 21-41 years employed at a University Hospital were included. INTERVENTIONS There were no interventions. MAIN OUTCOME MEASURES Serum anti-Müllerian hormone (AMH) concentration, antral follicle count (AFC), antral follicle size categories (small: 2-4 mm; intermediate: 5-7 mm; and large: 8-10 mm), and ovarian volume were measured. RESULTS Serum AMH level declined by 5.6% per year (95% confidence interval 3.7-7.4%, P < .001), AFC (2-10 mm) declined by 4.4% per year (3.2-5.7%, P < .001), and ovarian volume declined by 1.1% per year (0.2-2.0, P = .002), respectively. The mean proportion of small follicles decreased with age (P = .04), the proportion of intermediate follicles displayed no significant change with age (P = .58), and the mean proportion of large follicles increased with age (P < .001). The prevalence of large follicles increased with decreasing serum AMH concentration [odds ratio 1.04 per 1 pmol/L (1.02-1.06), P < .001, area under the curve 0.66], and with decreasing total AFC [odds ratio 1.04 per follicle (1.02-1.05), P < .001, area under the curve 0.62]. CONCLUSION Chronological age was inversely related to serum AMH concentration, total AFC, and ovarian volume. Subclasses of AFC sized 2-4 and 5-7 mm decreased with increasing age, whereas AFC sized 8-10 mm increased with increasing age. Within AFC, a shift toward larger follicles with increasing age was observed. The occurrence of large follicles was more strongly related to biological age in terms of AMH and AFC than chronological age.
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Affiliation(s)
- J G Bentzen
- The Fertility Clinic, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
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Howles CM, Ezcurra D, Homburg R. Ovarian stimulation protocols in assisted reproductive technology: an update. Expert Rev Endocrinol Metab 2012; 7:319-330. [PMID: 30780844 DOI: 10.1586/eem.12.18] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Controlled ovarian stimulation (COS) with gonadotropins to produce multiple follicular development and high-quality oocytes is the cornerstone of assisted reproductive technology. Today, recombinant human follicle-stimulating hormone (r-hFSH) is widely used for COS. A long-acting r-hFSH and a combination of r-hFSH and recombinant human luteinizing hormone have recently become available. Formulations of purified urinary FSH with or without luteinizing hormone activity (provided by human chorionic gonadotropin) are also available. COS protocols can now be individualized to optimize efficacy and safety - defined as singleton pregnancies with a low incidence of ovarian hyperstimulation syndrome. This is facilitated by an estimation of ovarian response using the antral follicle count and/or serum anti-Müllerian hormone levels; anti-Müllerian hormone is viewed as the most reliable single marker. However, an efficient management strategy for poor responders to COS is still required. Developments in biomarkers and other techniques for accurate identification of viable oocytes and embryos and optimal uterine receptivity are expected.
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Affiliation(s)
- Colin M Howles
- a Merck Serono S.A. - Geneva , Geneva, Switzerland
- c Merck Serono S.A. - Geneva , Geneva, Switzerland.
| | | | - Roy Homburg
- b Barzilai Medical Centre, Ashkelon, Israel and Homerton University Hospital, Hackney, London, UK
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