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Zhigalina DI, Denisov EV, Lebedev IN, Skryabin NA. Embryoid bodies as a model system for exploring early human embryonic development. J Assist Reprod Genet 2025:10.1007/s10815-025-03546-x. [PMID: 40526236 DOI: 10.1007/s10815-025-03546-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2025] [Accepted: 06/02/2025] [Indexed: 06/19/2025] Open
Abstract
This review article aims to summarize the existing concepts related to embryoid bodies (EBs) and explore their potential as a model system for studying various aspects of human embryonic development. The review involves the collection and analysis of information about the characteristics of EBs and the properties of stem cells that give rise to them. The results show that EBs derived from pluripotent stem cells are a promising model that closely replicates processes occurring in human embryos after implantation. The review also provides a comparative analysis of the advantages and limitations of models based on induced pluripotent stem cells (iPSCs) and embryonic stem cells (ESCs), with particular attention given to summarizing the results of limited studies on RNA sequencing in individual cells from human and mouse EBs. In conclusion, we would like to emphasize that embryoid bodies are an effective model system for studying early human embryogenesis. This opens up new possibilities for reproductive genetics and medicine.
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Affiliation(s)
- Daria I Zhigalina
- Research Institute of Medical Genetics, Tomsk National Research Medical Center of the Russian Academy of Sciences, Ushaika Street 10, Tomsk, 634050, Russia
| | - Evgeny V Denisov
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, Kooperativny Str. 5, Tomsk, 634009, Russia
- Research Institute of Molecular and Cellular Medicine, Peoples' Friendship University of Russia (RUDN University), Podolskoe Highway 8, Building 5, Moscow, 115093, Russia
| | - Igor N Lebedev
- Research Institute of Medical Genetics, Tomsk National Research Medical Center of the Russian Academy of Sciences, Ushaika Street 10, Tomsk, 634050, Russia.
| | - Nikolay A Skryabin
- Research Institute of Medical Genetics, Tomsk National Research Medical Center of the Russian Academy of Sciences, Ushaika Street 10, Tomsk, 634050, Russia
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2
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Lantzi MA, Papakonstantinou E, Vlachakis D. Bioinformatic Analysis of Complex In Vitro Fertilization Data and Predictive Model Design Based on Machine Learning: The Age Paradox in Reproductive Health. BIOLOGY 2025; 14:556. [PMID: 40427745 PMCID: PMC12108729 DOI: 10.3390/biology14050556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2025] [Revised: 05/09/2025] [Accepted: 05/13/2025] [Indexed: 05/29/2025]
Abstract
Since its inception in 1987, in vitro fertilization (IVF) has constituted a significant medical achievement in the field of fertility treatment, offering a viable solution to the challenge of infertility. The continuous evolution of assisted reproductive technology (ART) has brought its relationship with the rapidly developing field of artificial intelligence (AI), in particular with techniques such as machine learning (ML), a rapidly evolving area of specialization. In fact, it is responsible for significant developments in the field of precision medicine, as well as in preventive and predictive medicine. The analysis focuses on a large volume of clinical data and patient characteristics of those who underwent assisted reproduction treatments. Concurrently, the utilization of machine learning algorithms has facilitated the development and implementation of predictive models. The objective is to predict the success of treatments for external fertilization based on processed clinical data. This study encompasses statistical analysis techniques and artificial intelligence algorithms for the correlation of variables, such as patient characteristics, the history of pregnancies, and the clinical and embryological parameters. The analysis and creation of prognostic models were compared with the objective of identifying factors that influence the outcome of IVF treatments. The potential for implementing a predictive model in routine clinical practice was also investigated. The findings revealed trends and factors that warrant attention. Such findings may prompt questions regarding the impact of the patient's age on treatment efficacy. Moreover, the value of developing a predictive model based entirely on patient data prior to the commencement of treatment was also investigated. This approach to the processing and utilization of clinical data demonstrates the potential for optimization and documentation of therapeutic procedures. The objective is to reduce costs and the emotional burden while increasing the success rate of IVF treatments.
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Affiliation(s)
- Myrto A. Lantzi
- Laboratory of Genetics, Department of Biotechnology, School of Applied Biology and Biotechnology, Agricultural University of Athens, 11855 Athens, Greece; (M.A.L.); (E.P.)
| | - Eleni Papakonstantinou
- Laboratory of Genetics, Department of Biotechnology, School of Applied Biology and Biotechnology, Agricultural University of Athens, 11855 Athens, Greece; (M.A.L.); (E.P.)
- University Research Institute of Maternal and Child Health and Precision Medicine, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Dimitrios Vlachakis
- Laboratory of Genetics, Department of Biotechnology, School of Applied Biology and Biotechnology, Agricultural University of Athens, 11855 Athens, Greece; (M.A.L.); (E.P.)
- University Research Institute of Maternal and Child Health and Precision Medicine, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Algorithms and Bioinformatics Group, Informatics Department, Faculty of Natural, Mathematical & Engineering Sciences, Strand Campus, King’s College, London WC2R 2LS, UK
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3
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Tighe J, Broughton S, Roberts R, Kasaven LS, Cutting R, Bridges E, Ng A, Evans A, Theodorou E, Ben Nagi J, Jones BP. Effectiveness and safety of consecutive single embryo transfer compared to double embryo transfer: results from the UK HFEA registry. Hum Reprod 2025; 40:885-894. [PMID: 39999407 PMCID: PMC12046072 DOI: 10.1093/humrep/deaf028] [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: 09/03/2024] [Revised: 12/16/2024] [Indexed: 02/27/2025] Open
Abstract
STUDY QUESTION How does two-consecutive single embryo transfer (2xSET) affect reproductive outcomes of IVF and ICSI compared to double embryo transfer (DET)? SUMMARY ANSWER Two-consecutive SET may provide greater or comparable live birth rate (LBR); with lower multiple birth, preterm birth, and pregnancy loss or neonatal death rates compared to DET. WHAT IS KNOWN ALREADY Elective SET in IVF/ICSI is widely encouraged over DET to minimize the risk of multiple births and associated morbidities. Despite this, multiple birth rates following IVF remain higher than the 10% target across Europe and the USA. Currently, the majority of evidence regarding SET and DET is based on various studies assessing outcomes such as LBR per treatment cycle, as opposed to per oocyte retrieval. As such, the representation of SET is mostly unfavourable. Analysis of cumulative LBR following the transfer of two embryos over consecutive cycles, rather than in one transfer event (DET) is more effective at distinguishing the two methods and will therefore provide more valuable information relevant to clinical practice. STUDY DESIGN, SIZE, DURATION This retrospective cohort study was conducted using Human Fertilisation and Embryology Authority (HFEA) register data, which encompasses national data from all IVF clinics in the UK. All women who underwent their first oocyte retrieval and IVF or ICSI treatment cycle with subsequent SET, DET, or 2xSET between 2010 and 2019 using blastocyst embryos were included (N = 71 807). PARTICIPANTS/MATERIALS, SETTING, METHODS The rate of live birth, liveborn baby rate, multiple birth, preterm birth, and pregnancy loss or neonatal death was compared between SET, DET, and 2xSET IVF/ICSI pregnancies using blastocyst-stage embryos, where data were stratified by maternal age. Data analysis was conducted in RStudio v4.2, alpha equals 0.05. MAIN RESULTS AND THE ROLE OF CHANCE Blastocyst-stage 2xSET achieved a greater median LBR of 0.47 (interquartile range [IQR] 0.13) than SET, 0.41 (IQR 0.13), and DET, 0.38 (IQR 0.13) (P < 0.05). Using SET as the reference standard, 2xSET was associated with a significantly lower odds of multiple births compared to DET ((odds ratio [OR] 6.87, 95% CI 6.14-7.68) vs 28.20, 95% CI 25.20-31.57). The odds of preterm birth were also lower following 2xSET (OR 1.11, 95% CI 1.06-1.15) compared to DET (OR 2.80, 95% CI 2.67-2.94). Similarly, the odds of pregnancy loss or neonatal death were lower following 2xSET (OR 1.14, 95% CI 1.08-1.21) compared to DET (OR 2.11, 95% CI 1.98-2.24). LBR was consistently higher following 2xSET than DET and SET in women aged 39 years and under (P < 0.05). However, results were comparable in women over 39 years (P > 0.05). Across all age groups, DET pregnancies had the highest multiple birth rate (P < 0.05). In women aged 39 years and under, DET was associated with the highest preterm birth rate (P < 0.05), whereas the rate was comparable across cohorts in women over 39 (P > 0.05). Moreover, pregnancy loss and neonatal death rates were highest following DET in women aged 37 years and under (P < 0.05), and comparable to SET and 2xSET in women over 37 years (P > 0.05). LIMITATIONS, REASONS FOR CAUTION Certain confounders are not recorded within HFEA registry data, including patient BMI, evaluation of embryo quality, and endometrial thickness at embryo transfer. Consequently, while our analysis identifies broad trends in embryo transfer success and morbidity, results may differ within certain patient populations. WIDER IMPLICATIONS OF THE FINDINGS Blastocyst-stage 2xSET may provide greater LBR in women aged 39 years and under, and comparable LBR in women over 39 years old, with overall lower multiple birth and morbidity than DET. 2xSET should be considered first-line among certain patient cohorts, including women with advanced maternal age to improve reproductive outcomes and reduce the risk of morbidity following ART. STUDY FUNDING/COMPETING INTEREST(S) No external funding was used for this study. None of the authors has any conflicts of interest. TRIAL REGISTRATION NUMBER This cohort study did not require registration. Following consultation with the Institutional Review Board at Imperial College London, ethical approval was not deemed necessary.
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Affiliation(s)
- Jack Tighe
- Department of Gynaecology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK
- Department of Metabolism, Digestion and Reproduction, Institute of Reproductive & Developmental Biology, Imperial College London, Hammersmith Hospital Campus, London, UK
| | - Sophie Broughton
- Department of Metabolism, Digestion and Reproduction, Institute of Reproductive & Developmental Biology, Imperial College London, Hammersmith Hospital Campus, London, UK
- School of Medicine, University of Birmingham, Birmingham, UK
| | - Rachel Roberts
- Department of Gynaecology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Lorraine S Kasaven
- Department of Gynaecology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK
- Centre for Reproductive and Genetic Health, London, UK
| | - Rachel Cutting
- Human Fertility and Embryology Authority (HFEA), London, UK
| | - Elliot Bridges
- Human Fertility and Embryology Authority (HFEA), London, UK
| | - Abigail Ng
- Human Fertility and Embryology Authority (HFEA), London, UK
| | - Amanda Evans
- Human Fertility and Embryology Authority (HFEA), London, UK
| | | | - Jara Ben Nagi
- Centre for Reproductive and Genetic Health, London, UK
| | - Benjamin P Jones
- Department of Gynaecology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK
- Department of Metabolism, Digestion and Reproduction, Institute of Reproductive & Developmental Biology, Imperial College London, Hammersmith Hospital Campus, London, UK
- The Lister Fertility Clinic, The Lister Hospital, London, UK
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Daugelaite K, Lacour P, Winkler I, Koch ML, Schneider A, Schneider N, Coraggio F, Tolkachov A, Nguyen XP, Vilkaite A, Rehnitz J, Odom DT, Goncalves A. Granulosa cell transcription is similarly impacted by superovulation and aging and predicts early embryonic trajectories. Nat Commun 2025; 16:3658. [PMID: 40246835 PMCID: PMC12006393 DOI: 10.1038/s41467-025-58451-9] [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: 11/03/2023] [Accepted: 03/20/2025] [Indexed: 04/19/2025] Open
Abstract
In vitro fertilization efficiency is limited in part because a fraction of retrieved oocytes fails to fertilize. Accurately evaluating their quality could significantly improve in vitro fertilization efficiency, which would require better understanding how their maturation may be disrupted. Here, we quantitatively investigate the interplay between superovulation and aging in mouse oocytes and their paired granulosa cells using a newly adapted experimental methodology. We test the hypothesis that superovulation disrupts oocyte maturation, revealing the key intercellular communication pathways dysregulated at the transcriptional level by forced hormonal stimulation. We further demonstrate that granulosa cell transcriptional markers can prospectively predict an associated oocyte's early developmental potential. By using naturally ovulated old mice as a non-stimulated reference, we show that aging and superovulation dysregulate similar genes and interact with each other. By comparing mice and human transcriptional responses of granulosa cells, we find that age-related dysregulation of hormonal responses and cell cycle pathways are shared, though substantial divergence exists in other pathways.
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Affiliation(s)
- Klaudija Daugelaite
- Division of Regulatory Genomics and Cancer Evolution, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Ruprecht-Karl-University Heidelberg, Heidelberg, Germany
| | - Perrine Lacour
- Faculty of Biosciences, Ruprecht-Karl-University Heidelberg, Heidelberg, Germany
- Division of Molecular and Computational Prevention, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ivana Winkler
- Division of Molecular and Computational Prevention, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marie-Luise Koch
- Division of Regulatory Genomics and Cancer Evolution, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anja Schneider
- Division of Regulatory Genomics and Cancer Evolution, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nina Schneider
- Division of Molecular and Computational Prevention, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Francesca Coraggio
- Division of Molecular and Computational Prevention, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alexander Tolkachov
- Division of Regulatory Genomics and Cancer Evolution, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Cardiology, Angiology and Pneumology, Internal Medicine III, Heidelberg University Hospital, Heidelberg, Germany
| | - Xuan Phuoc Nguyen
- Department of Gynecological Endocrinology and Fertility Disorders, University Women's Hospital Heidelberg, Heidelberg, Germany
| | - Adriana Vilkaite
- Department of Gynecological Endocrinology and Fertility Disorders, University Women's Hospital Heidelberg, Heidelberg, Germany
| | - Julia Rehnitz
- Department of Gynecological Endocrinology and Fertility Disorders, University Women's Hospital Heidelberg, Heidelberg, Germany
| | - Duncan T Odom
- Division of Regulatory Genomics and Cancer Evolution, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Angela Goncalves
- Division of Molecular and Computational Prevention, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany.
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5
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Oberhoffer FS, Li P, Langer M, Vilsmaier T, Kramer M, Sciuk F, Kolbinger B, Jakob A, Rogenhofer N, Dalla-Pozza R, Thaler C, Haas NA. Twenty-Four Hour Ambulatory Blood Pressure Monitoring in Offspring Conceived Through Assisted Reproductive Technologies. CHILDREN (BASEL, SWITZERLAND) 2025; 12:507. [PMID: 40310167 PMCID: PMC12026261 DOI: 10.3390/children12040507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 04/07/2025] [Accepted: 04/10/2025] [Indexed: 05/02/2025]
Abstract
BACKGROUND One in fifty infants is conceived through assisted reproductive technologies (ART). To date, data on the cardiovascular morbidity of ART individuals is ambiguous. This study investigated the vascular function of young ART subjects using 24 hour ambulatory blood pressure monitoring (24 h ABPM). METHODS ART subjects and spontaneously conceived controls matched in age as well as sex were enrolled. A 24 h blood pressure profile including pulse wave analysis was executed in all study participants. Blood pressure readings were assessed every 15 min during daytime and every 30 min during nighttime. The 24 h systolic/diastolic blood pressure (SBP/DBP) as well as central blood pressure, nocturnal blood pressure decrease, and 24 h pulse wave velocity (PWV) were analyzed. RESULTS A total of 41 ART individuals and 46 spontaneously conceived peers were included in the final analysis (mean age: 15.37 ± 5.46 years vs. 16.48 ± 5.23 years, p = 0.338). The 24 h SBP (112.74 ± 9.24 mmHg vs. 112.73 ± 6.70 mmHg, p = 0.997), 24 h DBP (65.61 ± 7.98 mmHg vs. 66.57 ± 7.03 mmHg, p = 0.550), 24 h central blood pressure, nocturnal blood pressure decrease, and 24 h PWV did not demonstrate significant differences between the ART and control group. CONCLUSIONS In contrast to previous studies, no significant differences in 24 h blood pressure were demonstrated between ART subjects and spontaneously conceived peers. Hence, the results of this study do not indicate an unfavorable blood pressure profile in ART offspring. Larger multi-centric studies are needed to validate these results in the future.
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Affiliation(s)
- Felix Sebastian Oberhoffer
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Pengzhu Li
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Magdalena Langer
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Theresa Vilsmaier
- Division of Gynecological Endocrinology and Reproductive Medicine, Department of Gynecology and Obstetrics, University Hospital, LMU Munich, 81377 Munich, Germany (N.R.); (C.T.)
| | - Marie Kramer
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Franziska Sciuk
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Brenda Kolbinger
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
- Division of Gynecological Endocrinology and Reproductive Medicine, Department of Gynecology and Obstetrics, University Hospital, LMU Munich, 81377 Munich, Germany (N.R.); (C.T.)
| | - André Jakob
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Nina Rogenhofer
- Division of Gynecological Endocrinology and Reproductive Medicine, Department of Gynecology and Obstetrics, University Hospital, LMU Munich, 81377 Munich, Germany (N.R.); (C.T.)
| | - Robert Dalla-Pozza
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
| | - Christian Thaler
- Division of Gynecological Endocrinology and Reproductive Medicine, Department of Gynecology and Obstetrics, University Hospital, LMU Munich, 81377 Munich, Germany (N.R.); (C.T.)
| | - Nikolaus Alexander Haas
- Division of Pediatric Cardiology and Intensive Care, University Hospital, LMU Munich, 81377 Munich, Germany; (P.L.); (M.L.); (M.K.); (F.S.); (B.K.); (A.J.); (R.D.-P.); (N.A.H.)
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Alikani M, Campbell A. Shaping the future of the IVF laboratory: standardization for more predictable outcomes. Reprod Biomed Online 2025; 50:104854. [PMID: 40287200 DOI: 10.1016/j.rbmo.2025.104854] [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: 01/20/2025] [Accepted: 01/28/2025] [Indexed: 04/29/2025]
Abstract
IVF is the foundational technology in the broader field of assisted reproductive technology (ART). The IVF laboratory is at the heart of ART, both as a major source of innovation and advancement and as a key to the success of the treatments. However, substantial variability in laboratory practices persists, despite longstanding efforts to establish uniform standards for improved reliability, reproducibility, and comparability. This commentary highlights the core factors contributing to disparity in outcomes and illustrates how emerging technologies, particularly artificial intelligence and robotics, offer new opportunities to propel standardization forwards. By integrating data-driven benchmarks and automated processes, including in quality management, the future IVF laboratory can achieve better and more predictable outcomes and advance the global standard of care.
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Affiliation(s)
- Mina Alikani
- Conceivable Life Sciences, New York, New York, USA.
| | - Alison Campbell
- Care Fertility Group, Nottingham Business Park and University of Kent, Canterbury, Kent, UK
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7
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Kagami M, Hara-Isono K, Sasaki A, Amita M. Association between imprinting disorders and assisted reproductive technologies. Epigenomics 2025; 17:397-410. [PMID: 40033833 PMCID: PMC11980493 DOI: 10.1080/17501911.2025.2471269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 02/17/2025] [Indexed: 03/05/2025] Open
Abstract
Aberrant expression of imprinted genes results in imprinting disorders (IDs). Differentially methylated regions (DMRs) reveal parental-origin-specific DNA methylation on CpGs and regulate the expression of the imprinted genes. One etiology of IDs is epimutation (epi-IDs) induced by some error in the establishment or maintenance of methylation imprint during the processes of gametogenesis, fertilization, or early embryonic development. Therefore, it has been a concern that assisted reproductive technologies (ART) increase the risk for the development of IDs, particularly epi-IDs. We review the effects of ART on DNA methylation of the genome, including DMRs in gametes, embryos, and offspring, and the risk of advanced parental age (a confounding factor of ART) and infertility itself for the development of IDs, particularly epi-IDs.
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Affiliation(s)
- Masayo Kagami
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, Tokyo, Japan
| | - Kaori Hara-Isono
- Department of Molecular Endocrinology, National Research Institute for Child Health and Development, Tokyo, Japan
- Department of Pediatrics, Keio University School of Medicine, Tokyo, Japan
| | - Aiko Sasaki
- Division of Obstetrics, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Mitsuyoshi Amita
- Division of Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
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8
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Juel Mortensen L, Lorenzen M, Andreassen CH, Bentin-Ley U, Krog H, Juul A, Blomberg Jensen M. Soluble luteinizing hormone receptor in follicular fluid and the association with reproductive function during IVF and ICSI. Reprod Biol 2025; 25:100988. [PMID: 39642780 DOI: 10.1016/j.repbio.2024.100988] [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: 08/29/2024] [Revised: 10/21/2024] [Accepted: 11/26/2024] [Indexed: 12/09/2024]
Abstract
The need for assisted reproductive technology (ART) has increased worldwide, leaving a negative impact on both physical and emotional health of the individual as well as on society depending on child births, thus biomarkers that can increase the success of ART are warranted. The luteinizing hormone/choriogonadotropin receptor (LHCGR) is released into blood and follicular fluid, and the level of soluble LHCGR (sLHCGR) in serum has previously been suggested to predict chances of pregnancy and live birth rate after ART. We aimed to investigate whether sLHCGR originates from the ovary and if serum or follicular fluid sLHCGR can predict the likelihood of pregnancy or live birth. A total of 133 women referred to a fertility clinic were included in the study, in total 203 trials of ART were performed. sLHCGR was analyzed in 170 follicular fluid samples and 75 serum samples. Interestingly, serum levels of sLHCGR were higher than follicular fluid levels (0.51 vs. 0.31 pmol/mL, p = 0.020) and a positive correlation in the two compartments was identified (r2 0.770, p < 0.0001), suggesting an extragonadal origin of sLHCGR. Follicular levels of sLHCGR were associated with follicular SHBG and free testosterone. Follicular/serum-ratio of sLHCGR was inversely associated with both serum- and follicular AMH. However, no association was found between sLHCGR and antral follicle count, which questions a link with folliculogenesis. Neither serum nor follicular fluid sLHCGR levels could predict pregnancy or live births in this cohort. Further studies are needed to clarify the role of sLHCGR in the ovaries.
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Affiliation(s)
- Li Juel Mortensen
- Group of Skeletal, Mineral, and Gonadal Endocrinology, Department of Growth and Reproduction, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Growth and Reproduction, and International Center for Research and Research Training in Endocrine Disruption of Male Reproduction and Child Health (EDMaRC), Rigshospitalet, University of Copenhagen, Denmark.
| | - Mette Lorenzen
- Group of Skeletal, Mineral, and Gonadal Endocrinology, Department of Growth and Reproduction, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Division of Translational Endocrinology, Department of Endocrinology and Internal Medicine, Copenhagen University Hospital, Herlev-Gentofte, Denmark
| | - Christine Hjorth Andreassen
- Group of Skeletal, Mineral, and Gonadal Endocrinology, Department of Growth and Reproduction, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Division of Translational Endocrinology, Department of Endocrinology and Internal Medicine, Copenhagen University Hospital, Herlev-Gentofte, Denmark
| | | | - Hans Krog
- TFP Danfert Fertility, Seedorffs Vaenge 2, Frederiksberg, Denmark
| | - Anders Juul
- Department of Growth and Reproduction, and International Center for Research and Research Training in Endocrine Disruption of Male Reproduction and Child Health (EDMaRC), Rigshospitalet, University of Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Martin Blomberg Jensen
- Group of Skeletal, Mineral, and Gonadal Endocrinology, Department of Growth and Reproduction, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Division of Translational Endocrinology, Department of Endocrinology and Internal Medicine, Copenhagen University Hospital, Herlev-Gentofte, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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9
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Peterson SK, Jennings Mayo-Wilson L, Spigel L, Morgan I, Parker A. Health care experiences of individuals accessing or undergoing in vitro fertilization (IVF) in the U.S.: a narrative review of qualitative studies. FRONTIERS IN REPRODUCTIVE HEALTH 2025; 7:1490917. [PMID: 40017896 PMCID: PMC11865040 DOI: 10.3389/frph.2025.1490917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 01/15/2025] [Indexed: 03/01/2025] Open
Abstract
Background In vitro fertilization (IVF) is an increasingly common method of assisted reproduction given the high rates of infertility in the United States (U.S.). However, despite growing utilization of IVF technologies, there is little known about the experiences of those accessing or undergoing IVF, particularly among adults in the U.S. The aims of this review are to (1) explore how economic, emotional and physical health, and interpersonal relationships impact and are impacted by accessing or undergoing IVF, and (2) understand the role of healthcare providers and the healthcare system. Methods A narrative review was conducted to summarize the current literature and provide insight into potential channels for care improvement. Eligible studies were published in English from 2013 to 2024 which qualitatively evaluated experiences of individuals and couples accessing or undergoing IVF. Peer-reviewed publications were identified from three electronic bibliographic databases. Methodologic rigor was assessed by two reviewers who also abstracted data on the study's characteristics as they pertained to four domains: health systems, economic, interpersonal, and physical and emotional health. Among the 32 papers retrieved for review, 22 met inclusion criteria and were retained for analysis. Results The available literature suggests accessing and undergoing IVF can be positively and negatively influenced by health systems, economic, interpersonal, and physical and emotional health factors. Often an individual or couple experiences multiple factors that compound to create a complex situation. Health systems-related factors included physician interaction and challenges with information volume and processing. Economic challenges primarily pertained to financing IVF and navigating insurance coverage. Interpersonal factors related to changes in relationships with partners, family members, and friends due to IVF. Physical health concerns (e.g., pain) and emotional health concerns (e.g., sadness, stress) were also noted by all included papers. Conclusions Efforts to improve care experiences of adults accessing or undergoing IVF are urgently needed. The evidence base points to a need for provider sensitivity trainings, clinic-based intervention, and community education in both physical and virtual spaces.
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Affiliation(s)
- Summer K. Peterson
- Department of Health Behavior, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, United States
| | - Larissa Jennings Mayo-Wilson
- Department of Health Behavior, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, United States
- Department of Maternal and Child Health, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, United States
| | - Lauren Spigel
- Department of Maternal and Child Health, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, United States
| | - Isabel Morgan
- Department of Maternal and Child Health, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, United States
| | - Adriana Parker
- Department of Health Behavior, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC, United States
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Ortega-Jaén D, Mora-Martinez C, Capalbo A, Mifsud A, Boluda-Navarro M, Mercader A, Martín Á, Pardiñas ML, Gil J, de Los Santos MJ. A pilot study of transcriptomic preimplantation genetic testing (PGT-T): towards a new step in embryo selection? Hum Reprod 2025; 40:244-260. [PMID: 39719045 DOI: 10.1093/humrep/deae265] [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: 02/20/2024] [Revised: 09/23/2024] [Indexed: 12/26/2024] Open
Abstract
STUDY QUESTION Is it possible to predict an euploid chromosomal constitution and identify a transcriptomic profile compatible with extended embryonic development from RNA sequencing (RNA-Seq) data? SUMMARY ANSWER It has been possible to obtain a karyotype comparable to preimplantation genetic testing for aneuploidy (PGT-A), in addition to a transcriptomic signature of embryos which might be suggestive of improved implantation capacity. WHAT IS KNOWN ALREADY Conventional assessment of embryo competence, based on morphology and morphokinetic, lacks knowledge of molecular aspects and faces controversy in predicting ploidy status. Understanding the embryonic transcriptome is crucial, as gene expression influences development and implantation. PGT has improved pregnancy rates, but problems persist when high-quality euploid embryos do not reach term. In fact, only around 50-60% implant, of which 10% result in miscarriage. Comprehensive approaches, including RNA-Seq, offer the potential to discover molecular markers of reproductive competence, and could theoretically be combined with extended-embryo culture platforms up to Day 14 that can be utilized as a proxy to study embryo development at post-implantation stages. STUDY DESIGN, SIZE, DURATION This prospective pilot cohort study was conducted from March 2023 to August 2023. A total of 30 vitrified human blastocysts with previous PGT-A diagnosis on Day 5 (D5) or Day 6 (D6) of development were analysed: n = 15 euploid and n = 15 aneuploid. Finally, 21 embryo samples were included in the study; the rest (n = 9) were excluded due to poor quality pre-sequencing data (n = 7) or highly discordant data (n = 2). PARTICIPANTS/MATERIALS, SETTING, METHODS Following warming and re-expansion, embryos underwent a second trophectoderm (TE) biopsy. The embryos were then cultured until day 11 to assess their development. Biopsy analysis by RNA-Seq, studied the differential expressed genes (DEG) to compare embryos which did not or did attach to the plate: unattached embryos (n = 12) versus attached embryos (n = 9). Thus, we also obtained a specific transcriptomic signature of embryos with a "theoretical" capacity for sustained implantation, based on plate attachment on day 11. MAIN RESULTS AND THE ROLE OF CHANCE The digital karyotype obtained by RNA-Seq showed good concordance with the earlier PGT-A data, with a sensitivity of 0.81, a specificity of 0.83, a Cohen's Kappa of 0.66, and an area under the ROC of 0.9. At the gene level, 76 statistically significant DEGs were found in the comparison unattached versus attached embryos (Padj < 0.05; FC > 1). To address the functional implications of these differences, significantly deregulated pathways according to GO and KEGG categories were identified. The mural trophectoderm (TE) of the unattached blastocysts showed 63 significantly deregulated terms, displaying upregulation in autophagy, apoptosis, protein kinase and ubiquitin-like protein ligase activity, and downregulation of ribosome, spliceosome, kinetochore, segregation, and chromosome condensation processes. The overall transcriptomic signature specific to embryos still attached to the plate on day 11 (with a theoretically higher implantation capacity) consists of 501 genes, including: EMP2, AURKB, FOLR1, NOTCH3, LRP2, FZD5, MDH1, APOD, GPX8, COLEC12, HSPA1A, CMTM7, BEX3, which are related to implantation and embryonic development (raw P-value < 0.05; shrunk LFC > 1.1). These findings indicate that it might be possible to identify euploid embryos with a greater capacity for implantation and development, after excluding those embryos that present chromosomal alterations. LIMITATIONS, REASONS FOR CAUTION This study included a small sample size, remarkable variability between samples, and low success rate of RNA amplification. Also, structural chromosomal abnormalities were not included, and it was not possible to diagnose mosaic embryos. TE biopsy does not assure the chromosomal status of the whole embryo. The maximum day for in vitro development was Day 11, and attachment to the plate on this day does not provide a clear indication of implantation capacity and viability, which was not tested in this study. WIDER IMPLICATIONS OF THE FINDINGS The short-term goals following on from this pilot study is to expand the sample size with embryos of more complex abnormalities, and to perform a prospective in vitro preclinical validation. In a more distant future and with optimal results, this technique could have clinical application, thus increasing clinical outcomes by assessing both chromosomal content and transcriptomic profiling. STUDY FUNDING/COMPETING INTEREST(S) The Institut Valencià de Competitivitat Empresarial (IVACE) (IMIDCA/2022/39) and Generalitat Valenciana (CIACIF/2021/11) supported the present study. A.C. is an employee of JUNO Genetics. He has received honoraria for an IBSA lecture and a Merck lecture. He is also a minor shareholder of IVIRMA Global. The other authors have no conflicts of interest to declare. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- David Ortega-Jaén
- IVIRMA Global Research Alliance, IVI Foundation, Health Research Institute La Fe, Valencia, Spain
| | | | - Antonio Capalbo
- JUNO Genetics-Italy, Reproductive Genetics, Rome, Italy
- Unit of Medical Genetics, Center for Advanced Studies and Technology (CAST), "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Amparo Mifsud
- Department of Research, IVF Laboratory, IVIRMA Global, Valencia, Spain
| | | | - Amparo Mercader
- Department of Research, IVF Laboratory, IVIRMA Global, Valencia, Spain
| | - Ángel Martín
- IVIRMA Global Research Alliance, IVI Foundation, Health Research Institute La Fe, Valencia, Spain
| | - María Luisa Pardiñas
- IVIRMA Global Research Alliance, IVI Foundation, Health Research Institute La Fe, Valencia, Spain
| | - Julia Gil
- IVIRMA Global Research Alliance, IVI Foundation, Health Research Institute La Fe, Valencia, Spain
| | - María José de Los Santos
- IVIRMA Global Research Alliance, IVI Foundation, Health Research Institute La Fe, Valencia, Spain
- Department of Research, IVF Laboratory, IVIRMA Global, Valencia, Spain
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Chen M, Chen Q, Liao G, Sun C, Liu C, Meng X, Li W, Qiu A, Bukulmez O, Kan H, Wang F, Tse LA, Teng X. Associations of maternal PM2.5 exposure with preterm birth and miscarriage in women undergoing in vitro fertilization: a retrospective cohort study. Front Endocrinol (Lausanne) 2025; 16:1460976. [PMID: 39931239 PMCID: PMC11808209 DOI: 10.3389/fendo.2025.1460976] [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: 07/07/2024] [Accepted: 01/07/2025] [Indexed: 02/13/2025] Open
Abstract
Background Excessive exposure to PM2.5 can be detrimental to reproductive health. The objective of this study was to investigate the potential associations between ambient PM2.5 exposure during different periods and negative pregnancy outcomes, such as miscarriage and preterm birth, in patients who underwent assisted reproductive technology (ART). Methods This retrospective cohort study examined the outcomes of 2,839 infertile women aged ≤ 45 years who underwent their first fresh or frozen-thawed embryo transfer at the Shanghai First Maternity and Infant Hospital between April 2016 and December 2019. Satellite data were used to determine the daily average levels of PM2.5, and exposure was categorized as excessive if it exceeded the WHO's interim target 2 level of 50 µg/m3. The analysis was conducted separately for seven different periods. Our study used multinomial logistic regression models to explore the potential associations between PM2.5 exposure and adverse pregnancy outcomes. Sensitivity analysis was conducted by excluding women who underwent blastocyst transfer. Results Daily PM2.5 exposure exceeding the threshold (50 µg/m3) was associated with an increased risk of miscarriage during the period after confirmation of clinical pregnancy or biochemical pregnancy, with adjusted odds ratios (AORs) of 2.22 (95% CI 1.75-2.81) and 2.23 (95% CI 1.68-2.96), respectively. Moreover, for each increase of 10 µg/m3 above the threshold for PM2.5, there was a 46% elevated risk of preterm birth (AOR = 1.46, 95% CI 1.09-1.94) during the period after the confirmation of clinical pregnancy and a 61% elevated risk of preterm birth (AOR = 1.61, 95% CI 1.16-2.23) during the period after the confirmation of biochemical pregnancy. Our stratified analyses revealed that women with an endometrial thickness <11 mm or who underwent frozen embryo transfer were more vulnerable to PM2.5 exposure, leading to higher rates of preterm birth. Conclusion Excessive PM2.5 exposure after biochemical pregnancy or clinical pregnancy was associated with increased risks of preterm birth and miscarriage among women who underwent ART.
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Affiliation(s)
- Miaoxin Chen
- Centre for Assisted Reproduction, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Qiaoyu Chen
- Centre for Assisted Reproduction, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Gengze Liao
- JC School of Public Health and Primary Care, the Chinese University of Hong
Kong, Hong Kong, Hong Kong SAR, China
| | - Chunyan Sun
- Centre for Assisted Reproduction, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Cong Liu
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education, NHC Key Lab of Health Technology Assessment, IRDR ICoE on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Fudan University, Shanghai, China
| | - Xia Meng
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education, NHC Key Lab of Health Technology Assessment, IRDR ICoE on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Fudan University, Shanghai, China
| | - Wentao Li
- Department of Obstetrics and Gynecology, Monash Medical Centre, Monash University, Melbourne, VIC, Australia
| | - Andong Qiu
- Centre for Assisted Reproduction, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Orhan Bukulmez
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, The University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Haidong Kan
- School of Public Health, Key Lab of Public Health Safety of the Ministry of Education, NHC Key Lab of Health Technology Assessment, IRDR ICoE on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Fudan University, Shanghai, China
| | - Feng Wang
- JC School of Public Health and Primary Care, the Chinese University of Hong
Kong, Hong Kong, Hong Kong SAR, China
| | - Lap Ah Tse
- JC School of Public Health and Primary Care, the Chinese University of Hong
Kong, Hong Kong, Hong Kong SAR, China
| | - Xiaoming Teng
- Centre for Assisted Reproduction, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
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Toner JP, Pirtea P. Luteinizing hormone's critical role in ovarian stimulation. Fertil Steril 2025; 123:31-40. [PMID: 39522745 DOI: 10.1016/j.fertnstert.2024.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 11/02/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
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Yeung EH, Trees IR, Clayton PK, Polinski KJ, Livinski AA, Putnick DL. Infertility treatment and offspring blood pressure-a systematic review and meta-analysis. Hum Reprod Update 2025; 31:2-20. [PMID: 39375871 PMCID: PMC11696704 DOI: 10.1093/humupd/dmae029] [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: 04/25/2024] [Revised: 09/04/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND Studies have inconsistently observed that children conceived by IVF or ICSI have higher blood pressure compared to children not conceived by these ARTs. OBJECTIVE AND RATIONALE The aim was to perform a systematic review and meta-analysis of blood pressure measures of offspring conceived by ART and those conceived naturally. Resolving the suspicion of ART as a risk factor of higher blood pressure, and therefore of heart disease, has public health and clinical implications. SEARCH METHODS A biomedical librarian searched the Embase, PubMed, and Web of Science databases. Searches were limited to records published in English since 1978. Grey literature was searched. Inclusion criteria were humans born via infertility treatment (vs no treatment) who underwent a blood pressure assessment. Exclusion criteria were non-human participants, non-quantitative studies, absence of a control group, and specialty populations (e.g. cancer patients only). Two reviewers independently screened each record's title and abstract and full text using Covidence, extracted data using Excel, and assessed bias using the National Heart, Lung, and Blood Institute's Quality Assessment Tool for cohort studies. OUTCOMES Of 5082 records identified, 79 were included in the systematic review and 36 were included in the meta-analysis of systolic blood pressure (SBP) and diastolic blood pressure (DBP) in ART and non-ART groups. Overall, 34 reports including 40 effect sizes from 25 unique cohorts, compared blood pressure between ART (N = 5229) and non-ART (N = 8509, reference) groups with no covariate adjustment. No standardized mean differences (SMD) in SBP (0.06 per SD of mmHg, 95% CI = -0.05, 0.18) or DBP (0.11, 95% CI = -0.04, 0.25) by treatment were found, but the heterogeneity was considerable (I2=76% for SBP and 87% for DBP). Adjusted analyses were presented in 12 reports, representing 28 effect sizes from 21 unique cohorts (N = 2242 treatment vs N = 37 590 non-treatment). Studies adjusted for varied covariates including maternal (e.g. age, education, body mass index, smoking, pregnancy complications), child (e.g. sex, age, physical activity, BMI, height), and birth characteristics (e.g. birth weight and gestational age). Adjusted results similarly showed no SMD for SBP (-0.03, 95% CI = -0.13, 0.08) or DBP (0.02, 95% CI = -0.12, 0.16), though heterogeneity remained high (I2 = 64% and 86%). Funnel plots indicated a slight publication bias, but the trim and fill approach suggested no missing studies. Removal of five studies which adjusted for birth outcomes (potentially over-adjusting for mediators) made no material difference. Type of treatment (e.g. IVF vs ICSI), period effects by birth year (≤2000 vs >2000), offspring age group (<8, 8-14, 15+), or study location (e.g. Europe) did not modify the results. WIDER IMPLICATIONS In conclusion, conception by ART was not associated with offspring blood pressure in a meta-analysis, although considerable heterogeneity was observed. Given the increasing number of children born using ART, perpetuating a difference in blood pressure would mean unnecessary risk screening for many children/adults on a population level. At a clinical level, couples considering these reproductive technologies have some reassurance that there is no evidence of strong vascular 'programming' due to the techniques used. REGISTRATION NUMBER PROSPERO No. CRD42022374232.
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Affiliation(s)
- Edwina H Yeung
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA
| | - Ian R Trees
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA
| | - Priscilla K Clayton
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA
| | - Kristen J Polinski
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA
| | - Alicia A Livinski
- National Institutes of Health Library, Office of Research Services, Office of the Director, NIH, Bethesda, MD, USA
| | - Diane L Putnick
- Epidemiology Branch, Division of Population Health Research, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, USA
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Cooper L, Manuel E, Xu M, Schon SB. In vitro fertilization, intracytoplasmic sperm injection, in vitro maturation, and embryo culture. Syst Biol Reprod Med 2024; 70:312-328. [PMID: 39721771 DOI: 10.1080/19396368.2024.2439838] [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] [Received: 06/12/2024] [Revised: 10/18/2024] [Accepted: 11/24/2024] [Indexed: 12/28/2024]
Abstract
Infertility is a highly prevalent disease affecting 1 in 6 couples worldwide. While there are numerous treatment options available to treat infertility, in vitro fertilization (IVF) is the most successful therapy available. IVF traditionally involves superovulation of the ovaries followed by ultrasound (US)-guided oocyte retrieval, fertilization of oocytes in vitro, and culture of resultant embryos. Embryo(s) are then either transferred into the uterus or cryopreserved. There have been tremendous advances in each step of this process over the past 40 years, however, much work still remains to be done. This review discusses the history and current techniques involved in oocyte fertilization and embryo culture. Highlighted areas include conventional insemination and intracytoplasmic sperm injection (ICSI), embryo culture, and laboratory assessment. Areas of past and present research including time-lapse imaging and in vitro maturation are also discussed.
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Affiliation(s)
- Leah Cooper
- Division of Reproductive Endocrinology & Infertility, Department of Obstetrics & Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Emma Manuel
- Department of Obstetrics & Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Min Xu
- Division of Reproductive Endocrinology & Infertility, Department of Obstetrics & Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Samantha B Schon
- Division of Reproductive Endocrinology & Infertility, Department of Obstetrics & Gynecology, University of Michigan, Ann Arbor, MI, USA
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Vital-Reyes VS, De Mola JRL. Updating Reproductive Medicine. Arch Med Res 2024; 55:103135. [PMID: 39612725 DOI: 10.1016/j.arcmed.2024.103135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 11/13/2024] [Indexed: 12/01/2024]
Affiliation(s)
| | - J Ricardo Loret De Mola
- Department of Obstetrics and Gynecology, Southern Illinois University School of Medicine, Springfield, IL, USA
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Valera MÁ, Garg A, Bori L, Meseguer F, de Los Santos JM, Meseguer M. Undisturbed culture: a clinical examination of this culture strategy on embryo in vitro development and clinical outcomes. Fertil Steril 2024; 122:1037-1047. [PMID: 39048020 DOI: 10.1016/j.fertnstert.2024.07.018] [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: 03/03/2024] [Revised: 07/12/2024] [Accepted: 07/14/2024] [Indexed: 07/27/2024]
Abstract
OBJECTIVE To compare the effect of a fully undisturbed culture strategy over a sequential one on embryo in vitro development and clinical outcomes in intracytoplasmic sperm injection (ICSI) cycles. DESIGN Retrospective cohort study. SETTING University-affiliated private IVF center. PATIENT(S) This study included 4,564 ICSI cycles performed over 5 years, including autologous and oocyte donation treatments with extended embryo culture until blastocyst in one of the two defined culture strategies. INTERVENTION(S) Embryo cohorts were cultured in one of two culture systems: a fully undisturbed culture, including an incubator with integrated time-lapse technology, a one-step culture medium and embryo selection assisted by semi-automatic tools on the basis of embryo morphokinetics, or a sequential culture, using a conventional benchtop incubator, sequential media and traditional morphological evaluation under optical microscope. The effect of the culture strategies on embryo development and clinical outcomes was quantified by generalized estimated equations, controlling for possible confounders through the inverse probability of the treatment weighting method. MAIN OUTCOME MEASURE(S) Weighted odds ratios (ORs) and 95% confidence intervals (CIs) for live birth rate after fresh single embryo transfer and the cumulative live birth rate. In addition, blastocyst development and morphology and other intermediate outcomes were also assessed. RESULT(S) A significant positive association was found between the employment of undisturbed embryo culture and higher live birth rate in the first embryo transfer in both autologous (OR, 1.617; 95% CI, 1.074-2.435) and oocyte donation cycles (OR, 1.316; 95% CI, 1.036-1.672). Cumulative live birth rate after 1-year follow-up was also positively associated with the undisturbed culture strategy in oocyte donation cycles (OR, 1.5; 95% CI, 1.179-1.909), but not in autologous cycles (OR, 1.051; 95% CI, 0.777-1.423). Similarly, blastocyst rate, good morphology blastocyst rate, and utilization rate were positively associated with the employment of undisturbed culture in oocyte donation cycles, but not in autologous cycles. CONCLUSION(S) These findings imply that a culture system combining integrated time-lapse incubators with a one-step culture medium may enhance the success rates of patients undergoing ICSI treatment by increasing the production of higher quality blastocysts and improving embryo selection while streamlining laboratory procedures and workflow.
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Affiliation(s)
- María Ángeles Valera
- IVI Foundation-Instituo de Investigación Sanitaria (IIS) La Fe, Research and Innovation, IVF Laboratory, Valencia, Spain; IVI-RMA Valencia, IVF Laboratory, Valencia, Spain.
| | - Akhil Garg
- IVI-RMA Valencia, IVF Laboratory, Valencia, Spain
| | - Lorena Bori
- IVI Foundation-Instituo de Investigación Sanitaria (IIS) La Fe, Research and Innovation, IVF Laboratory, Valencia, Spain; IVI-RMA Valencia, IVF Laboratory, Valencia, Spain
| | - Fernando Meseguer
- IVI Foundation-Instituo de Investigación Sanitaria (IIS) La Fe, Research and Innovation, IVF Laboratory, Valencia, Spain; IVI-RMA Valencia, IVF Laboratory, Valencia, Spain
| | | | - Marcos Meseguer
- IVI Foundation-Instituo de Investigación Sanitaria (IIS) La Fe, Research and Innovation, IVF Laboratory, Valencia, Spain; IVI-RMA Valencia, IVF Laboratory, Valencia, Spain
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Broussard A, Venier B, Rafati AS, Beltsos A, Lee J, Bailey J, Sakkas D, Collins MG. Effort in manual operation of reproductive health cryostorage facilities. Reprod Biomed Online 2024; 49:104348. [PMID: 39213986 DOI: 10.1016/j.rbmo.2024.104348] [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: 03/13/2024] [Revised: 06/13/2024] [Accepted: 06/21/2024] [Indexed: 09/04/2024]
Abstract
RESEARCH QUESTION What areas of manual IVF cryostorage operations are common to the safe operation of IVF cryostorage facilities and require effort from embryologists? DESIGN Observational time and motion data were collected by two observers equipped with the digital cameras over 2 weeks at four well-characterized US IVF centres (sites α, β, γ and δ) from 12 participants performing cryostorage tasks. To understand the work processes of the different sites and assist in the data analysis, informal interviews were conducted with the study participants and laboratory directors. Data were analysed to identify work processes that might be eliminated or diminished by automation and software improvements. RESULTS On average, it took 3.4 data record queries per retrieval from cryostorage to identify a cane, while the canister was lifted an average of 1.5 times per retrieval, with a mean 11.8 ± 9.2 s per lift. Of the total time spent working with cryostorage equipment, 47.25% was of a fatiguing nature. Sites α, β and γ utilized one person to fill the liquid nitrogen storage Dewars, while site δ had two technicians working in tandem to move and fill the Dewars, with different frequencies and determination factors for refills and efficiencies. CONCLUSIONS This time and motion study demonstrated significant time investment, task redundancy and fatiguing working conditions among embryologists using manual cryostorage processes. There was a disparity of processes and space capacity across different laboratories. Some of these issues may be addressed by the integration of automation and technology solutions.
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Affiliation(s)
- Alicia Broussard
- TMRW Life Sciences, Inc., New York, NY, USA; Generation Next Fertility, New York, NY, USA
| | - Bill Venier
- San Diego Fertility Center, San Diego, CA, USA
| | | | | | - Joseph Lee
- Reproductive Medicine Associates of New York, New York, NY, USA
| | - Jessica Bailey
- Boston IVF-IVIRMA Global Research Alliance, Waltham, MA, USA
| | - Denny Sakkas
- Boston IVF-IVIRMA Global Research Alliance, Waltham, MA, USA
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Simmons RJ, Tutt DAR, Kwong WY, Baroni JI, Lim LN, Cimpeanu R, Castrejon-Pita AA, Vatish M, Svensson P, Piegsa R, Hagby U, Sinclair KD, Georgiou EX. Ovarian follicular flushing as a means of increasing oocyte yield and in vitro embryo production in cattle. Reprod Fertil Dev 2024; 36:RD24125. [PMID: 39576728 DOI: 10.1071/rd24125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 11/02/2024] [Indexed: 11/24/2024] Open
Abstract
Context The number of developmentally competent cumulus-oocyte complexes (COCs) retrieved during Ovum Pick-Up (OPU) determines success in both bovine and human assisted reproduction. Follicular flushing for COC retrieval is practicsed widely in humans but not in cattle. Aims To determine the benefits of follicular flushing in cattle and assess the merits of a novel 16G double-lumen needle ('OxIVF') that flushes laterally to the needle shaft. Methods Experiment 1 flushed 655 antral follicles (≥7mm) from 255 abattoir-derived cattle ovaries. In Experiment 2, 12 Holstein heifers underwent two cycles of OPU in a cross-over design comparing both needle types. In Experiment 3, 11 Holstein heifers underwent two cycles of OPU using the OxIVF needle in a cross-over design: flushing (≥7mm follicles) vs a 'Hybrid' approach of flushing (≥7mm follicles) and aspiration (5-7mm follicles); followed by two cycles of standard follicle aspiration (>5mm follicles). Key results In Experiment 1, COC recovery was greater (P =0.034) for the OxIVF vs Standard needle (mean±s.e.; 74.1±2.10% vs 67.0±2.23%); yield of Grade 1 COCs was also greater (20.1±1.97% vs 8.2±1.38%; P P =0.045) for the OxIVF vs Standard needle (89.1±2.98% vs 79.6±3.47%). Day 6 embryo yield was also greater (P =0.017) for the OxIVF vs Standard needle (87.2±4.38% vs 67.6±6.73%). In Experiment 3, recovery of COCs was greater (P =0.033) for 'Flush' vs 'Aspirate' groups (82.1±5.06% vs 66.2±3.48%). However, number of Day 8 blastocysts for the 'Hybrid' vs 'Flush' approach (9.2±1.39vs 6.5±1.05 per cycle) did not reach statistical significance. Conclusions Follicular flushing using the OxIVF needle, embracing the 'Hybrid' approach, has the potential to increase oocyte retrieval and blastocyst number per donor cycle in cattle but requires further validation. Implications Larger scale studies will seek to confirm benefits of follicular flushing using the OxIVF needle in cattle. Future studies should consider applications in both equine and human assisted reproduction.
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Affiliation(s)
- R J Simmons
- Paragon Veterinary Group, Dalston, Cumbria CA7 7JF, UK; and School of Biosciences, University of Nottingham, Sutton Bonington, Leicestershire LE12 5RD, UK
| | - D A R Tutt
- School of Biosciences, University of Nottingham, Sutton Bonington, Leicestershire LE12 5RD, UK
| | - W Y Kwong
- School of Biosciences, University of Nottingham, Sutton Bonington, Leicestershire LE12 5RD, UK
| | - J I Baroni
- Paragon Veterinary Group, Dalston, Cumbria CA7 7JF, UK; and School of Biosciences, University of Nottingham, Sutton Bonington, Leicestershire LE12 5RD, UK
| | - L N Lim
- Women's Centre, John Radcliffe Hospital, Oxford University Hospitals, Headington OX3 9DU, UK
| | - R Cimpeanu
- Mathematical Institute, University of Oxford, Oxford OX2 6GG, UK; and Mathematics Institute, University of Warwick, Coventry CV4 7AL, UK
| | - A A Castrejon-Pita
- Department of Engineering Science, University of Oxford, Oxford OX1 3PJ, UK
| | - M Vatish
- Women's Centre, John Radcliffe Hospital, Oxford University Hospitals, Headington OX3 9DU, UK; and Nuffield Department of Women's and Reproductive Health, University of Oxford, John Radcliffe Hospital, Oxford OX3 9DU, UK
| | - P Svensson
- Vitrolife Sweden AB, Gustaf Werners gata 2, Västra Frölunda 421 34, Sweden
| | - R Piegsa
- Vitrolife Sweden AB, Gustaf Werners gata 2, Västra Frölunda 421 34, Sweden
| | - U Hagby
- Vitrolife Sweden AB, Gustaf Werners gata 2, Västra Frölunda 421 34, Sweden
| | - K D Sinclair
- School of Biosciences, University of Nottingham, Sutton Bonington, Leicestershire LE12 5RD, UK
| | - E X Georgiou
- Women's Centre, John Radcliffe Hospital, Oxford University Hospitals, Headington OX3 9DU, UK; and Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, Melbourne, Vic 3010, Australia
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19
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Shen X, Li M, Nie Y, Si J, Liu Y, Wang T, Gao H, Lin K, Wang L. The PPOS protocol mitigates the detrimental effects of high BMI on embryo and clinical pregnancy outcomes. Reprod Biol Endocrinol 2024; 22:124. [PMID: 39402566 PMCID: PMC11472598 DOI: 10.1186/s12958-024-01294-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 10/01/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND The impact of high body mass index (BMI) on embryo and pregnancy outcomes in women using the PPOS (progestin-primed ovarian stimulation) protocol during their first frozen embryo transfer (FET) cycles is not clear. This study is to investigate the impact of BMI on oocyte, embryo, and pregnancy outcomes in patients who underwent the PPOS protocol. METHODS This retrospective study included the first FET cycle of 22,392 patients following the PPOS protocol. The impact of BMI on oocyte and pregnancy outcomes was assessed across different BMI groups, using direct acyclic graph to determine covariates, followed by the application of multiple linear and logistic regressions to further validate this influence. RESULTS The high BMI groups exhibited a higher number of oocytes; however, no significant differences were observed in good-quality embryos, clinical pregnancy rate, and implantation rate. Nevertheless, the high BMI groups demonstrated a significantly elevated miscarriage rate (9.9% vs. 12.2% vs. 15.7% vs. 18.3%, P < 0.001), particularly in late miscarriages, resulting in lower live birth rates (LBR, 41.1% vs. 40.2% vs. 37.3% vs. 36.2%, P = 0.001). These findings were further confirmed through multiple liner and logistic regression analyses. Additionally, several maternal factors showed significant associations with adjusted odds ratios for early miscarriage. However, women with a BMI ≥ 24 who underwent hormone replacement cycle or hMG late stimulation protocol for endometrial preparation experienced an increased risk of late miscarriage. CONCLUSIONS By utilizing the PPOS protocol, women with a high BMI exhibit comparable outcomes in terms of embryo and clinical pregnancies. However, an elevated BMI is associated with an increased risk of miscarriage, leading to a lower LBR. Adopting appropriate endometrial preparation protocols such as natural cycles and letrozole stimulation cycles may potentially offer benefits in reducing miscarriages.
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Affiliation(s)
- Xi Shen
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Menghui Li
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Yunhan Nie
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Jiqiang Si
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Yali Liu
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Tiantian Wang
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Hongyuan Gao
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China.
| | - Kaibo Lin
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China.
| | - Li Wang
- The Department of Assisted Reproduction, Shanghai Ninth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China.
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20
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Chen H, Liu Y, Xu X, Hu L, Cai S, Gong F, Lin G, Kalk P, Krämer BK, Hocher B. Estradiol-to-follicle ratio on human chorionic gonadotropin day is a novel predictor of gestational diabetes mellitus in women receiving fresh embryo transfer. Front Endocrinol (Lausanne) 2024; 15:1465069. [PMID: 39464182 PMCID: PMC11502309 DOI: 10.3389/fendo.2024.1465069] [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: 07/15/2024] [Accepted: 09/25/2024] [Indexed: 10/29/2024] Open
Abstract
Aims To assess the predictive value of estradiol (E2) related parameters on the incidence of gestational diabetes mellitus (GDM) in women undergoing fresh embryo transfer. Materials and methods A Post-hoc analysis of a prospective cohort study. Results We identified an optimal E2/follicle (E2/F) ratio threshold of 246.03 pg/ml on the day of human chorionic gonadotropin (hCG) administration. Women with an E2/F ratio exceeding this threshold had significantly lower rates of GDM (12.75% vs. 20.41%, P < 0.001) and ovarian hyperstimulation syndrome (OHSS) (11.75% vs. 15.48%, P = 0.03). Additional E2 parameters were also evaluated: baseline E2, E2 on hCG day, E2 increase, and E2 fold change. Lower GDM rates were observed in women with baseline E2 above 31.50 pg/ml (13.51% vs. 19.42%, P <0.01), E2 on hCG day above 3794.50 pg/ml (12.26% vs. 19.32%, P < 0.001), and E2 increase above 3771.50 pg/ml (12.24% vs. 19.28%, P < 0.001). There were no significant differences in OHSS rates for these additional E2 parameters. After adjusting for confounders, lower E2/F ratio (OR: 1.626, 95% CI: 1.229-2.150, P <0.01), E2 on hCG day (OR: 1.511, 95% CI: 1.133-2.016, P = 0.01), and E2 increase (OR: 1.522, 95% CI: 1.141-2.031, P <0.01) were identified as risk factors for GDM. Conclusion This study demonstrates that an E2/F ratio over 246.03 pg/ml is significantly associated with a reduced risk of both GDM and OHSS in women undergoing fresh embryo transfer, highlighting the E2/F ratio as a superior predictive biomarker compared to other E2-related parameters.
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Affiliation(s)
- Huijun Chen
- Department of Nephrology, Charite´ Universitätsmedizin Berlin, Berlin, Germany
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
| | - Yvonne Liu
- Department of Nephrology, Charite´ Universitätsmedizin Berlin, Berlin, Germany
- Fifth Department of Medicine (Nephrology/Endocrinology/Rheumatology/Pneumology), University Medical Centre Mannheim, University of Heidelberg, Mannheim, Germany
| | - Xiangwang Xu
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
| | - Liang Hu
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
- Institute of Reproductive and Stem Cell Engineering, NHCKey Laboratory of Human Stem Cell and Reproductive Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Sufen Cai
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
- Institute of Reproductive and Stem Cell Engineering, NHCKey Laboratory of Human Stem Cell and Reproductive Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Fei Gong
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
- Institute of Reproductive and Stem Cell Engineering, NHCKey Laboratory of Human Stem Cell and Reproductive Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Ge Lin
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
- Institute of Reproductive and Stem Cell Engineering, NHCKey Laboratory of Human Stem Cell and Reproductive Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, China
| | - Philipp Kalk
- Department of Nephrology, Charite´ Universitätsmedizin Berlin, Berlin, Germany
- Diaverum Renal Care Center, Diaverum MVZ Am Neuen Garten Standort Ludwigsfelde, Potsdam, Germany
| | - Bernhard K. Krämer
- Fifth Department of Medicine (Nephrology/Endocrinology/Rheumatology/Pneumology), University Medical Centre Mannheim, University of Heidelberg, Mannheim, Germany
| | - Berthold Hocher
- Clinical Research Center for Reproduction and Genetics in Hunan Province, Reproductive and Genetic Hospital of CITIC-Xiangya, Changsha, Hunan, China
- Fifth Department of Medicine (Nephrology/Endocrinology/Rheumatology/Pneumology), University Medical Centre Mannheim, University of Heidelberg, Mannheim, Germany
- Institute of Reproductive and Stem Cell Engineering, NHCKey Laboratory of Human Stem Cell and Reproductive Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Development and Carcinogenesis, Changsha, China
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21
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Mahabbat NA, Khan TA, Elyas MF, Mahabbat AA, Oraif AM. Role of In Vitro Fertilization (IVF) in Unexplained Infertility Management: A Systematic Review. Cureus 2024; 16:e72527. [PMID: 39606509 PMCID: PMC11600464 DOI: 10.7759/cureus.72527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2024] [Indexed: 11/29/2024] Open
Abstract
Unexplained infertility presents a significant reproductive challenge globally, affecting couples who are unable to conceive despite comprehensive fertility evaluations. This condition carries emotional, physical, and economic burdens, with a moderate to high prevalence, underscoring the need for effective interventions. In vitro fertilization (IVF) has emerged as a crucial treatment option for unexplained infertility, offering a unique approach to conception when traditional diagnostic tests fail to identify specific causes. However, the efficacy, safety, and comparative benefits of IVF in this context warrant comprehensive evaluation through systematic reviews. A systematic review was conducted to assess the effectiveness and outcomes of IVF in cases of unexplained infertility. Inclusion criteria encompassed peer-reviewed studies focusing on human subjects diagnosed with unexplained infertility and evaluating IVF outcomes. Comprehensive searches were performed across electronic databases, and eligible studies were selected based on predetermined criteria. Data extraction was conducted independently by two researchers, and quality assessment was performed using standardized tools. The search yielded 10 studies comprising 73,884 patients, published between 2000 and 2021. Variability in methodological quality was observed across randomized controlled trials, while cohort studies demonstrated consistently high quality. Studies assessed outcomes like pregnancy success rate (46.2-47.9%), live birth rates (29.4-49%), time to pregnancy (9-14 months), cost-effectiveness, and adverse events such as ovarian hyperstimulation syndrome. Elective single embryo transfer (eSET) was found effective, and donor oocytes had higher live birth rates than autologous cycles. Multiple gestations and canceled IVF cycles were common. The systematic review underscores the complexity of IVF treatment for unexplained infertility, with variability in outcomes influenced by multiple factors. Strategies such as eSET and donor oocyte cycles show promise in optimizing treatment efficacy and safety. However, challenges such as heterogeneity, moderate to high risk of bias across studies, and cost considerations warrant careful interpretation and further research.
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Affiliation(s)
- Nadin A Mahabbat
- Department of Obstetrics and Gynecology, King Abdulaziz Medical City, Women's Health Hospital, Riyadh, SAU
| | - Taghreed A Khan
- Department of Obstetrics and Gynecology, Heraa General Hospital, Mecca, SAU
| | - Maad F Elyas
- Department of Obstetrics and Gynecology, International Medical Center, Jeddah, SAU
| | | | - Ayman M Oraif
- Department of Obstetrics and Gynecology, King Abdulaziz University Hospital, Jeddah, SAU
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22
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Rajendran S, Brendel M, Barnes J, Zhan Q, Malmsten JE, Zisimopoulos P, Sigaras A, Ofori-Atta K, Meseguer M, Miller KA, Hoffman D, Rosenwaks Z, Elemento O, Zaninovic N, Hajirasouliha I. Automatic ploidy prediction and quality assessment of human blastocysts using time-lapse imaging. Nat Commun 2024; 15:7756. [PMID: 39237547 PMCID: PMC11377764 DOI: 10.1038/s41467-024-51823-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 08/15/2024] [Indexed: 09/07/2024] Open
Abstract
Assessing fertilized human embryos is crucial for in vitro fertilization, a task being revolutionized by artificial intelligence. Existing models used for embryo quality assessment and ploidy detection could be significantly improved by effectively utilizing time-lapse imaging to identify critical developmental time points for maximizing prediction accuracy. Addressing this, we develop and compare various embryo ploidy status prediction models across distinct embryo development stages. We present BELA, a state-of-the-art ploidy prediction model that surpasses previous image- and video-based models without necessitating input from embryologists. BELA uses multitask learning to predict quality scores that are thereafter used to predict ploidy status. By achieving an area under the receiver operating characteristic curve of 0.76 for discriminating between euploidy and aneuploidy embryos on the Weill Cornell dataset, BELA matches the performance of models trained on embryologists' manual scores. While not a replacement for preimplantation genetic testing for aneuploidy, BELA exemplifies how such models can streamline the embryo evaluation process.
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Affiliation(s)
- Suraj Rajendran
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Tri-Institutional Computational Biology & Medicine Program, Weill Cornell Medicine, New York, NY, USA
| | - Matthew Brendel
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Josue Barnes
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Qiansheng Zhan
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Jonas E Malmsten
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Pantelis Zisimopoulos
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Alexandros Sigaras
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Kwabena Ofori-Atta
- Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
| | - Marcos Meseguer
- IVI Valencia, Health Research Institute la Fe, Valencia, Spain
| | | | - David Hoffman
- IVF Florida Reproductive Associates, Fort Lauderdale, Florida, USA
| | - Zev Rosenwaks
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Olivier Elemento
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Nikica Zaninovic
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Iman Hajirasouliha
- Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine of Cornell University, New York, NY, USA.
- Caryl and Israel Englander Institute for Precision Medicine, The Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.
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23
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Al Hashimi B, Linara-Demakakou E, Harvey SC, Harvey KE, Griffin DK, Ahuja K, Macklon NS. Double vitrification and warming of blastocysts does not affect pregnancy, miscarriage or live birth rates. Reprod Biomed Online 2024; 49:104103. [PMID: 39024926 DOI: 10.1016/j.rbmo.2024.104103] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/10/2024] [Accepted: 05/01/2024] [Indexed: 07/20/2024]
Abstract
RESEARCH QUESTION Does double blastocyst vitrification and warming affect pregnancy, miscarriage or live birth rates, or birth outcomes, from embryos that have undergone preimplantation genetic testing for aneuploidies (PGT-A) testing? DESIGN This retrospective observational analysis of embryo transfers was performed at a single centre between January 2017 and August 2022. The double-vitrification group included frozen blastocysts that were vitrified after 5-7 days of culture, warmed, biopsied (either once or twice) and re-vitrified. The single vitrification (SV) group included fresh blastocysts that were biopsied at 5-7 days and then vitrified. RESULTS A comparison of the 84 double-vitrification blastocysts and 729 control single-vitrification blastocysts indicated that the double-vitrification embryos were frozen later in development and had expanded more than the single-vitrification embryos. Of the 813 embryo transfer procedures reported, 452 resulted in the successful delivery of healthy infants (56%). There were no significant differences between double-vitrification and single-vitrification embryos in the pregnancy, miscarriage or live birth rates achieved after single-embryo transfer (55% versus 56%). Logistic regression indicated that while reduced live birth rates were associated with increasing maternal age at oocyte collection, longer culture prior to freezing and lower embryo quality, double vitrification was not a significant predictor of live birth rate. CONCLUSIONS Blastocyst double vitrification was not shown to impact pregnancy, miscarriage or live birth rates. Although caution is necessary due to the study size, no effects of double vitrification on miscarriage rates, birthweight or gestation period were noted. These data offer reassurance given the absence of the influence of double vitrification on all outcomes after PGT-A.
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Affiliation(s)
- Balsam Al Hashimi
- London Women's Clinic, London, UK.; School of Biosciences, University of Kent, Canterbury, Kent, UK..
| | | | - Simon C Harvey
- Faculty of Engineering and Science, University of Greenwich, Gillingham, Chatham, Kent, UK
| | - Katie E Harvey
- School of Life, Health and Chemical Sciences, The Open University, Milton Keynes, Buckinghamshire, UK
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24
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Hernandez-Nieto C, Siddiqui S, Mejia-Fernandez L, Alkon-Meadows T, Lee J, Slifkin R, Mukherjee T, Copperman AB. Effect of various contraceptives on oocyte yield and maturation in patients undergoing planned oocyte cryopreservation. Reprod Biomed Online 2024; 49:104105. [PMID: 38986195 DOI: 10.1016/j.rbmo.2024.104105] [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: 02/08/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 07/12/2024]
Abstract
RESEARCH QUESTION Do the various forms of hormonal and non-hormonal contraceptives have any association with ovarian stimulation outcomes, such as oocyte yield and maturation, in patients undergoing planned oocyte cryopreservation (POC)? DESIGN This retrospective cohort study included all patients who underwent POC cycles between 2011 and 2023. The use of types of contraception before a POC cycle was recorded. The study evaluated the median number of cumulus-oocyte complexes obtained after vaginal oocyte retrieval and the proportion of metaphase II oocytes that underwent vitrification among all the cohorts. RESULTS A total of 4059 oocyte freezing cycles were included in the analysis. Eight types of contraceptive method were recognized in patients undergoing ovarian stimulation: intrauterine device (IUD), copper (n = 84); IUD, levonorgestrel low dose (<52 mg) (n = 37); IUD, levonorgestrel (n = 192); subdermal etonogestrel implant (n = 14); injectable medroxyprogesterone acetate (n = 11); etonogestrel vaginal ring (n = 142); combined oral contraceptive pills (n = 2349); and norelgestromin transdermal patch (n = 10). The control group included patients not using contraceptives or using barrier or calendar methods (n = 1220). Among all the cohorts the median number of cumulus-oocyte complexes retrieved during oocyte retrieval was comparable (P = 0.054), and a significant difference in oocyte maturity rate with median number of vitrified oocytes was found (P = 0.03, P < 0.001, respectively). After adjusting for confounders a multivariate analysis found no association between the type of contraceptive and proportion of metaphase II oocytes available for cryopreservation. CONCLUSIONS Among the various forms of contraception, none was shown to have an adverse association with oocyte yield or maturation rate in patients undergoing POC.
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Affiliation(s)
| | - Saher Siddiqui
- Reproductive Medicine Associates of New York, New York, NY, USA
| | | | | | - Joseph Lee
- Reproductive Medicine Associates of New York, New York, NY, USA
| | - Richard Slifkin
- Reproductive Medicine Associates of New York, New York, NY, USA
| | - Tanmoy Mukherjee
- Reproductive Medicine Associates of New York, New York, NY, USA; Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alan B Copperman
- Reproductive Medicine Associates of New York, New York, NY, USA; Obstetrics, Gynecology and Reproductive Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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25
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Collins MG, Bailey J, Tremont J, Laasch N, McDonough C, Dufault A, Martin J, Li A, Pitts S, Kontaxis E, Slifkin RE, Lee JA, Reed L, Swain JE, Schoolcraft WB, Stringfellow E, Woodhull R, Souza A. A multi-center evaluation of a novel IVF cryostorage device in an active clinical setting. Sci Rep 2024; 14:18965. [PMID: 39152173 PMCID: PMC11329509 DOI: 10.1038/s41598-024-69877-4] [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: 03/29/2024] [Accepted: 08/09/2024] [Indexed: 08/19/2024] Open
Abstract
The objective of this study was to evaluate the function, and usability of a novel automated software-guided cryostorage system in an active IVF laboratory setting. The investigational device (ID) was installed at 3 IVF laboratories (sites: α, β, and γ). A total of 15 embryologists were trained to use the ID. Mock patient specimens containing mirrored live patient data were handled using the ID. Temperature readings were recorded every minute. Successful identification, storage, and retrieval of mock patient specimens by the ID were evaluated. To assess an LN2 pressure builder, the frequency of use and events of workflow interruption were logged. Student's t-test was used to determine statistical significance. The ID was in active use for 164 days total. During this time, 329 mock patient egg and embryo cohorts were handled by the ID. The mean ± SD temperatures during active use were: α, - 176.57 ± 1.83 °C; β, - 178.21 ± 2.75 °C; γ, - 178.98 ± 1.74 and did not differ significantly. The highest recorded temperatures were: α, - 165.14 °C; β, - 157.41 °C; γ, - 164.45 °C. A total of 1064 automation transactions on 409 specimen vessels were performed. Data was managed on 1501 eggs and embryos. The ID did not lose or misplace any specimen data or vessels, and no mock specimen was exposed to a detrimental (> - 150 °C) temperature excursion. Over the 25 LN2 pressure builder usages during 99 total days, there was 1 occurrence where usage interrupted workflow due to a lack of LN2 pressure. The ID has advantages over the current manual-based cryostorage systems, including radio frequency identification (RFID) tracking, automation of manual tasks, and software guidance to ensure accurate specimen storage and retrieval. The results of this study indicate that the ID can be integrated into active IVF laboratories.
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Affiliation(s)
- Michael G Collins
- TMRW Life Sciences, 250 Hudson St., 6th Floor, New York, NY, 10013, USA.
| | | | | | | | | | | | | | - Albert Li
- Reproductive Medicine Associates of New York, New York, NY, USA
| | - Stefan Pitts
- Reproductive Medicine Associates of New York, New York, NY, USA
| | - Emma Kontaxis
- Reproductive Medicine Associates of New York, New York, NY, USA
| | | | - Joseph A Lee
- Reproductive Medicine Associates of New York, New York, NY, USA
| | | | | | | | | | - Robert Woodhull
- TMRW Life Sciences, 250 Hudson St., 6th Floor, New York, NY, 10013, USA
| | - Ashley Souza
- TMRW Life Sciences, 250 Hudson St., 6th Floor, New York, NY, 10013, USA
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Horta VCD, de Sá RAM, Lourenço MAP, Horta RD, Horta RD, Maldonado LGL, Peixoto AB, Araujo E. Comparison of obstetric and perinatal complications in intracytoplasmic sperm injection cycles with autologous oocytes and donated oocytes. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2024; 70:e20240357. [PMID: 39166681 PMCID: PMC11329238 DOI: 10.1590/1806-9282.20240357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 05/29/2024] [Indexed: 08/23/2024]
Abstract
OBJECTIVE The aim of this study was to compare the obstetric and perinatal complications in women who became pregnant with autologous oocytes and those who received donated oocytes (DO) in intracytoplasmic sperm injection cycles (ICSI). METHODS A retrospective cohort study was carried out by collecting data from medical records between 2019 and 2022. Only patients who underwent ICSI in an induced cycle using their own or freshly DO, with male infertility factor and tubal factor, were included. RESULTS A total of 120 patients were assessed, comprising 51 cases utilizing their own oocytes (control group) and 69 cases employing DO (study group). Patients receiving DO (n=69) exhibited a significantly higher mean age compared to those utilizing their own oocytes (n=51) (41.96±2.16 vs 38.54±1.42 years, p<0.001). There was no significant association between the source of oocytes and gestational age at delivery (p=0.296), birth weight (p=0.836), admission to neonatal intensive care unit (ICU) (p=0.120), or maternal admission to adult ICU (p=0.767). Additionally, the origin of oocytes did not demonstrate any significant association with the risk of pre-eclampsia (p=0.357), gestational diabetes mellitus (p=0.187), premature rupture of membranes (p=0.996), uterine atony (p=0.996), placenta previa (p=0.393), oligohydramnios (p=0.393), or gestational hypertension (p=0.393)." CONCLUSION An increase in obstetric and perinatal complications was not observed in pregnancies with DO compared to pregnancies with autologous oocytes in women undergoing ICSI without prior comorbidities. Further studies with larger sample sizes are required to validate our findings.
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Affiliation(s)
| | | | | | - Raphael Datrino Horta
- Bonsucesso Federal Hospital, Service of Gynecology and Obstetrics – Rio de Janeiro (RJ), Brazil
| | - Rodrigo Datrino Horta
- University Center of Valença, Department of Gynecology and Obstetrics – Valença (RJ), Brazil
| | | | - Alberto Borges Peixoto
- University of Uberaba, Mario Palmério University Hospital, Gynecology and Obstetrics Service – Uberaba (MG), Brazil
- Federal University of Triângulo Mineiro, Department of Obstetrics and Gynecology – Uberaba (MG), Brazil
| | - Edward Araujo
- Federal University of São Paulo, Paulista School of Medicine, Department of Obstetrics – São Paulo (SP), Brazil
- Municipal University of São Caetano do Sul, Discipline of Woman Health – São Caetano do Sul (SP), Brazil
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Doroftei B, Ilie OD, Dabuleanu AM, Armeanu T, Maftei R. The pregnancy outcomes among women receiving individualized algorithm dosing with follitropin delta: a systematic review of randomized controlled trials. J Assist Reprod Genet 2024; 41:1851-1861. [PMID: 38809330 PMCID: PMC11263530 DOI: 10.1007/s10815-024-03146-1] [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: 03/13/2024] [Accepted: 05/15/2024] [Indexed: 05/30/2024] Open
Abstract
PURPOSE To investigate whether the ovarian stimulation with follitropin delta in an individualized algorithm-based manner is inferior to recombinant human-follicle stimulating's follitropin alfa or follitropin beta conventional dosing regarding a series of established primary endpoints. METHODS We conducted a registered systematic review (CRD42024512792) on PubMed-MEDLINE, Web of Science™, Cochrane Database of Systematic Reviews, and Scopus. Our search was designed to cover all relevant literature, particularly randomized controlled trials. We critically and comparatively analyzed the outcomes for each primary endpoint based on the intervention, reflected by the positive βhCG test, clinical pregnancy, vital pregnancy, ongoing pregnancy, live birth, live birth at 4 weeks, and multiple pregnancies. RESULTS Six randomized controlled trials were included in the quality assessment as priority manuscripts, revealing an 83.3% low risk of bias. Follitropin delta led to non-significant differences in each parameter of interest from positive βhCG test (691; 53.44% vs. 602; 46.55%), ongoing pregnancies (603; 53.79% vs. 518; 46.20%), clinical and vital pregnancies (1,073; 52.80% vs. 959; 47.19%), to live birth and at 4 weeks (595; 54.14% vs. 504; 45.85%) with only 2 losses, and even multiple pregnancies (8; 66.66% vs. 4; 33.33%). However, follitropin delta was well-tolerated among hypo- and hyper-responders without significant risk of ovarian hyperstimulation syndrome and/or preventive interventions in contrast with follitropin alfa or follitropin beta. CONCLUSION The personalized individualized-based algorithm dosing with follitropin delta is non-inferior to conventional follitropin alfa or follitropin beta. It is as effective in promoting a similar response in women without significant comparable adverse effects.
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Affiliation(s)
- Bogdan Doroftei
- Department of Mother and Child, Faculty of Medicine, University of Medicine and Pharmacy "Grigore T. Popa", University Street No. 16, 700115, Iasi, Romania
- Clinical Hospital of Obstetrics and Gynecology "Cuza Voda", Cuza Voda Street No. 34, 700038, Iasi, Romania
- Origyn Fertility Center, Palace Street No. 3C, 700032, Iasi, Romania
| | - Ovidiu-Dumitru Ilie
- Department of Mother and Child, Faculty of Medicine, University of Medicine and Pharmacy "Grigore T. Popa", University Street No. 16, 700115, Iasi, Romania.
| | - Ana-Maria Dabuleanu
- Clinical Hospital of Obstetrics and Gynecology "Cuza Voda", Cuza Voda Street No. 34, 700038, Iasi, Romania
- Origyn Fertility Center, Palace Street No. 3C, 700032, Iasi, Romania
| | - Theodora Armeanu
- Department of Mother and Child, Faculty of Medicine, University of Medicine and Pharmacy "Grigore T. Popa", University Street No. 16, 700115, Iasi, Romania
- Clinical Hospital of Obstetrics and Gynecology "Cuza Voda", Cuza Voda Street No. 34, 700038, Iasi, Romania
- Origyn Fertility Center, Palace Street No. 3C, 700032, Iasi, Romania
| | - Radu Maftei
- Department of Mother and Child, Faculty of Medicine, University of Medicine and Pharmacy "Grigore T. Popa", University Street No. 16, 700115, Iasi, Romania
- Clinical Hospital of Obstetrics and Gynecology "Cuza Voda", Cuza Voda Street No. 34, 700038, Iasi, Romania
- Origyn Fertility Center, Palace Street No. 3C, 700032, Iasi, Romania
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Fo X, Pei ML, Liu PJ, Zhu F, Zhang Y, Mu X. Metagenomic analysis revealed the association between gut microbiota and different ovary responses to controlled ovarian stimulation. Sci Rep 2024; 14:14930. [PMID: 38942886 PMCID: PMC11213867 DOI: 10.1038/s41598-024-65869-6] [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: 04/22/2024] [Accepted: 06/25/2024] [Indexed: 06/30/2024] Open
Abstract
The aim of this study was to assess the correlation between gut microbial taxonomy and various ovarian responses to controlled ovarian stimulation. A total of 22 IVF cycles with a follicle-to-oocyte index (FOI) < 0.5 and 25 IVF cycles with FOI ≥ 0.5 were included in this study. Baseline demographic characteristics were compared between the two groups. Metagenomic sequencing was performed to analyze fecal microbial community profiles. Mice were used to evaluate the effect of Bifidobacterium_longum on ovarian response to stimulation. Compared with FOI < 0.5 group, women in group with FOI ≥ 0.5 had significant more oocytes retrieved (p < 0.01). Prevotella_copri, Bateroides_vulgatus, Escherichia_coli and Bateroides_stercoris were more abundant in FOI < 0.5 group while Bifidobacterium_longum, Faecalibacterium_prausnitzii, Ruminococcus_gnavus and Bifidobacterium_pseudocatenula were more abundant in FOI ≥ 0.5 group. After adjusting for women's age and BMI, Pearson correlation analysis indicated alteration of gut microbiome was related with serum E2, FSH, number of oocytes retrieved and clinical pregnancy rate. Animal study showed ovarian response will be improved after Bifidobacterium_longum applied. An increased abundance of Bacteroidetes and Prevotella copri, as well as a decreased abundance of Bifidobacterium longum, have been found to be associated with poor ovarian responsiveness. Changes in gut microbiomes have been observed to be correlated with certain clinical characteristics. The potential enhancement of ovarian response may be facilitated by the integration of Bifidobacterium longum.
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Affiliation(s)
- Xinyan Fo
- Department of Gynecology and Obstetrics, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Mei-Li Pei
- Department of Gynecology and Obstetrics, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Pei-Jun Liu
- Center for Translational Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Feng Zhu
- Center for Translational Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Yudan Zhang
- Center for Translational Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Xin Mu
- Center for Translational Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an, 710061, Shaanxi, People's Republic of China.
- The Assisted Reproductive Medicine Center, Northwest Women's and Children's Hospital, No. 1616, Yanxiang Road, Xi'an, 710061, Shaanxi, People's Republic of China.
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Yerushalmi GM, Avraham S, Kedem A, Youngster M, Barkat J, Baruchin O, Gat I, Yaakov O, Gidoni Y, Hourvitz A. GnRH agonist early follicular challenge test as a predictor of ovarian response in antagonist cycles for fertility preservation. Sci Rep 2024; 14:14308. [PMID: 38906914 PMCID: PMC11192755 DOI: 10.1038/s41598-024-65059-4] [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: 01/04/2024] [Accepted: 06/17/2024] [Indexed: 06/23/2024] Open
Abstract
The aim of our study was to evaluate if the response to follicular GnRH agonist (GnRHa) trigger be used to predict intracycle ovarian response in GnRH antagonist cycles among women undergoing fertility preservation IVF. We conducted a prospective study of 146 GnRH antagonist oocyte pickup (OPU) cycles to evaluate GnRHa stimulation test (GAST). On day 2 of the cycle, basal E2 were measured, followed by injection of 0.2 mg GnRHa as part of the initial ovarian stimulation. 12 h later blood sampling was repeated (GAST E3). E2 response was used as test parameter. The major outcome was the number of mature cryopreserved oocytes. We found a linear correlation between both GAST E3 level and GAST E3/E2 ratio and number of M2 oocytes. ROC curve analysis of GAST E3, GAST E3/E2 ratio, AFC and day 3 FSH for > 15 M2 and < 5 M2 oocytes was calculated. For GAST E3 levels obtaining < 5 M2 oocytes, an AUC value of 0.79 was found. For GAST E3 levels obtaining > 15 M2 oocytes, AUC value of 0.8. Patients with GAST E3 ≤ 384 pmol/l has 58.6% risk to obtain < 5 oocytes. Patients younger than 35 with GAST E3 > 708 pmol/l have 66% chance for freezing > 15 oocytes. The response to single GnRHa administration during GnRH antagonist cycle can be used as biomarker of ovarian reserve. This simple, widely available marker, which reflect the estradiol response of small follicles, might predict the response of the specific cycle, and can potentially be used to adjust the treatment dose.Trial registration number: 0304-20-ASF.
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Affiliation(s)
- Gil M Yerushalmi
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel.
| | - Sarit Avraham
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Alon Kedem
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Michal Youngster
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Jonathan Barkat
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Ohad Baruchin
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Itai Gat
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Odelia Yaakov
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Yariv Gidoni
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
| | - Ariel Hourvitz
- IVF Unit, Department of Obstetrics and Gynecology, Shamir Medical Centre, Tzrifin, affiliated with the Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
- Alan and Ada Selwyn Chair for Clinical Infertility Research and Molecular Medicine, Faculty of Medical and Health Science, Tel Aviv University, Tel Aviv, Israel
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Yao MW, Jenkins J, Nguyen ET, Swanson T, Menabrito M. Patient-Centric In Vitro Fertilization Prognostic Counseling Using Machine Learning for the Pragmatist. Semin Reprod Med 2024; 42:112-129. [PMID: 39379046 PMCID: PMC11581823 DOI: 10.1055/s-0044-1791536] [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] [Indexed: 10/10/2024]
Abstract
Although in vitro fertilization (IVF) has become an extremely effective treatment option for infertility, there is significant underutilization of IVF by patients who could benefit from such treatment. In order for patients to choose to consider IVF treatment when appropriate, it is critical for them to be provided with an accurate, understandable IVF prognosis. Machine learning (ML) can meet the challenge of personalized prognostication based on data available prior to treatment. The development, validation, and deployment of ML prognostic models and related patient counseling report delivery require specialized human and platform expertise. This review article takes a pragmatic approach to review relevant reports of IVF prognostic models and draws from extensive experience meeting patients' and providers' needs with the development of data and model pipelines to implement validated ML models at scale, at the point-of-care. Requirements of using ML-based IVF prognostics at point-of-care will be considered alongside clinical ML implementation factors critical for success. Finally, we discuss health, social, and economic objectives that may be achieved by leveraging combined human expertise and ML prognostics to expand fertility care access and advance health and social good.
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Nguyen LNH, Tran HP, Do VNT, Ly LT, Hoang TTD. Factors Associated With Mosaicism in Human Embryos: A Retrospective Study. Cureus 2024; 16:e62967. [PMID: 39044895 PMCID: PMC11265538 DOI: 10.7759/cureus.62967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/23/2024] [Indexed: 07/25/2024] Open
Abstract
Objective This study aims to identify factors associated with mosaicism in human embryos at Hung Vuong Hospital. Methods We performed a retrospective analysis of data from 2018 to 2022, approved by the Hung Vuong Hospital Ethics Committee (CS/HV/23/15). We analyzed variables such as demographic characteristics, clinical measurements, and in-vitro fertilization (IVF) cycle outcomes to investigate their relationship with embryo mosaicism. Results A total of 73 couples undergoing IVF with preimplantation genetic testing (PGT) were included in the analysis. Among 308 embryos, 98 (31.8%) were mosaic, 124 (40.3%) were euploid, and 86 (27.9%) were aneuploid. Univariable analysis revealed that female age was significantly associated with increased odds of mosaicism (odd ratio (OR) = 1.11, 95% confidence interval (CI): 1.04 - 1.19, p = 0.003). Male age demonstrated a marginal association with mosaicism (OR = 1.05, 95% CI: 1.00 - 1.11, p = 0.07). Other factors, including body mass index (BMI), anti-Mullerian hormone (AMH) levels, blood types, and sperm quality, were not significantly associated with mosaicism. In the multivariable analysis, controlling for both female and male age, female age showed a trend toward significance (OR = 1.12, 95% CI: 1.02 - 1.23, p = 0.02), while male age showed no significant effect (OR = 0.99, 95% CI: 0.92 - 1.06, p = 0.75). Conclusions The findings suggest that female age is a critical factor influencing the occurrence of mosaicism in embryos. Further research is needed to fully understand the mechanisms underlying mosaicism in human embryos.
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Affiliation(s)
| | - Huy Phuong Tran
- Infertility Department, Hung Vuong Hospital, Ho Chi Minh City, VNM
| | - Vy Nguyen-Thao Do
- Medical Genetics Department, Hung Vuong Hospital, Ho Chi Minh City, VNM
| | - Loc Thai Ly
- Infertility Department, Hung Vuong Hospital, Ho Chi Minh City, VNM
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Wang SF, Seifer DB. Assessment of a Decade of Change in U.S. Assisted Reproductive Technology Cumulative Live-Birth Rates: 2004-2009 Compared With 2014-2020. Obstet Gynecol 2024; 143:839-848. [PMID: 38696814 DOI: 10.1097/aog.0000000000005598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 03/29/2024] [Indexed: 05/04/2024]
Abstract
OBJECTIVE To assess the effects of demographic shifts, changes in contemporaneous clinical practices, and technologic innovation on assisted reproductive technology (ART) success rates by conducting an analysis of cumulative live-birth rates across different time periods, age groups, and infertility diagnoses. METHODS We conducted a retrospective cohort study of autologous linked cycles comparing cumulative live-birth rates over successive cycles from patients undergoing their first retrieval between 2014 and 2019 in the SART CORS (Society for Assisted Reproductive Technology Clinic Outcome Reporting System) database. All cycles reported for these individuals up to 2020 were included for analysis. We compared cumulative live-birth rates stratified by age and infertility cause with published data from the 2004-2009 SART CORS database. RESULTS From 2014 to 2019, 447,042 patients underwent their first autologous index retrieval, resulting in 1,007,374 cycles and 252,215 live births over the period of 2014 to 2020. In contrast, between 2004 and 2008, 246,740 patients underwent 471,208 cycles, resulting in 140,859 births by 2009. Noteworthy shifts in demographics were observed, with an increase in people of color seeking reproductive technology (57.9% vs 51.7%, P <.001). There was also an increase in patients with diminished ovarian reserve and ovulatory disorders and a decrease in endometriosis, tubal, and male factor infertility ( P <.001). Previously associated with decreased odds of live birth, frozen embryo transfer and preimplantation genetic testing showed increased odds in 2014-2020. Preimplantation genetic testing rose from 3.4% to 36.0% and was associated with a lower cumulative live-birth rate for those younger than age 35 years ( P <.001) but a higher cumulative live-birth rate for those aged 35 years or older ( P <.001). Comparing 2014-2020 with 2004-2009 shows that the overall cumulative live-birth rate improved for patients aged 35 years or older and for all infertility diagnoses except ovulatory disorders ( P <.001). CONCLUSION This analysis provides insights into the changing landscape of ART treatments in the United States over the past two decades. The observed shifts in demographics, clinical practices, and technology highlight the dynamic nature of an evolving field of reproductive medicine. These findings may offer insight for clinicians to consider in counseling patients and to inform future research endeavors in the field of ART.
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Affiliation(s)
- Sarah F Wang
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, Connecticut
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Tian Y, Li M, Yang J, Chen H, Lu D. Preimplantation genetic testing in the current era, a review. Arch Gynecol Obstet 2024; 309:1787-1799. [PMID: 38376520 DOI: 10.1007/s00404-024-07370-z] [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: 08/27/2023] [Accepted: 01/02/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND Preimplantation genetic testing (PGT), also referred to as preimplantation genetic diagnosis (PGD), is an advanced reproductive technology used during in vitro fertilization (IVF) cycles to identify genetic abnormalities in embryos prior to their implantation. PGT is used to screen embryos for chromosomal abnormalities, monogenic disorders, and structural rearrangements. DEVELOPMENT OF PGT Over the past few decades, PGT has undergone tremendous development, resulting in three primary forms: PGT-A, PGT-M, and PGT-SR. PGT-A is utilized for screening embryos for aneuploidies, PGT-M is used to detect disorders caused by a single gene, and PGT-SR is used to detect chromosomal abnormalities caused by structural rearrangements in the genome. PURPOSE OF REVIEW In this review, we thoroughly summarized and reviewed PGT and discussed its pros and cons down to the minutest aspects. Additionally, recent studies that highlight the advancements of PGT in the current era, including their future perspectives, were reviewed. CONCLUSIONS This comprehensive review aims to provide new insights into the understanding of techniques used in PGT, thereby contributing to the field of reproductive genetics.
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Affiliation(s)
- Yafei Tian
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
- MOE Engineering Research Center of Gene Technology, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200433, China
| | - Mingan Li
- Center for Reproductive Medicine, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian, 223800, Jiangsu Province, China
| | - Jingmin Yang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
- NHC Key Laboratory of Birth Defects and Reproductive Health, (Chongqing Key Laboratory of Birth Defects and Reproductive Health, Chongqing Population and Family Planning Science and Technology Research Institute), Chongqing, 400020, China
| | - Hongyan Chen
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
| | - Daru Lu
- MOE Engineering Research Center of Gene Technology, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, 200433, China.
- NHC Key Laboratory of Birth Defects and Reproductive Health, (Chongqing Key Laboratory of Birth Defects and Reproductive Health, Chongqing Population and Family Planning Science and Technology Research Institute), Chongqing, 400020, China.
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Valdes Y, Ledesma B, Reddy RV, Paz R, Deshmukh S, Collazo I, Bustillo M, Montenegro M, Eisermann J, Palmerola K, Arora H. COVID-19 Vaccination and Reproductive Health: a Comprehensive Review for Healthcare Providers. Reprod Sci 2024; 31:1215-1226. [PMID: 38151655 DOI: 10.1007/s43032-023-01428-0] [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: 02/23/2023] [Accepted: 12/11/2023] [Indexed: 12/29/2023]
Abstract
With all the current misinformation on social media platforms about the COVID-19 vaccine and its potential effects on fertility, it is essential for healthcare providers to have evidenced-based research to educate their patients, especially those who are trying to conceive, of the risks to mothers and fetuses of being unvaccinated. It is well known that COVID-19 infection puts pregnant women at higher risk of complications, including ICU admission, placentitis, stillbirth, and death. In February of 2021, the American College of Obstetricians and Gynecologists (ACOG), the American Society for Reproductive Medicine (ASRM), and the Society for Maternal-Fetal Medicine (SMFM) released a statement denying any link between COVID vaccination and infertility. ASRM later confirmed and stated that "everyone, including pregnant women and those seeking to become pregnant, should get a COVID-19 vaccine". In this review, we aim to provide a compilation of data that denies any link between vaccination and infertility for healthcare providers to be able to educate their patients based on evidence-based medicine. We also reviewed the effect of COVID-19 virus and vaccination on various parameters and processes that are essential to obtaining a successful pregnancy.
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Affiliation(s)
- Yaima Valdes
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1150 N.W. 14th St., Miami, FL, 33136, USA
| | - Braian Ledesma
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1150 N.W. 14th St., Miami, FL, 33136, USA
| | - Raghuram V Reddy
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1150 N.W. 14th St., Miami, FL, 33136, USA
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA
| | - Romy Paz
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1150 N.W. 14th St., Miami, FL, 33136, USA
| | - Sameer Deshmukh
- Department of Medicine, Dr. Shankarrao Chavan Government Medical College, Nanded, Maharashtra, India
| | - Ineabelle Collazo
- South Florida Institute for Reproductive Medicine, IVFMD, 7300 SW 62nd Place, 4th Floor, South Miami, FL, 33143, USA
| | - Maria Bustillo
- South Florida Institute for Reproductive Medicine, IVFMD, 7300 SW 62nd Place, 4th Floor, South Miami, FL, 33143, USA
| | - Marta Montenegro
- South Florida Institute for Reproductive Medicine, IVFMD, 7300 SW 62nd Place, 4th Floor, South Miami, FL, 33143, USA
| | - Juergen Eisermann
- South Florida Institute for Reproductive Medicine, IVFMD, 7300 SW 62nd Place, 4th Floor, South Miami, FL, 33143, USA
| | - Katherine Palmerola
- South Florida Institute for Reproductive Medicine, IVFMD, 7300 SW 62nd Place, 4th Floor, South Miami, FL, 33143, USA.
| | - Himanshu Arora
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1150 N.W. 14th St., Miami, FL, 33136, USA.
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, 33143, USA.
- The Interdisciplinary Stem Cell Institute, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA.
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Veeramani M, Balachandren N, Hong YH, Lee J, Corno AF, Mavrelos D, Kastora SL. Assisted reproduction and congenital malformations: A systematic review and meta-analysis. Congenit Anom (Kyoto) 2024; 64:107-115. [PMID: 38577728 DOI: 10.1111/cga.12561] [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] [Received: 10/19/2023] [Revised: 02/01/2024] [Accepted: 03/10/2024] [Indexed: 04/06/2024]
Abstract
Prior studies have explored the links between congenital anomalies and assisted reproduction techniques, among other factors. However, it remains unclear whether a particular technique harbors an inherent risk of major congenital anomalies, either cumulatively or in an organ-specific manner. A meta-analysis was conducted using relevant studies from inception to February 2023 using six databases and two appropriate registers. Sources of heterogeneity were explored using sub-group analysis, using study weight, risk of bias and geographical location of original studies. Neonates conceived through assisted reproduction appear to have a higher risk of major congenital anomalies compared to naturally conceived neonates, OR 0.67 [95% CI 0.59, 0.76], I2 = 97%, p < 0.00001, with neonates conceived through intracytoplasmic sperm injection (ICSI) at a 9% higher chance of being affected in comparison to neonates conceived through in vitro fertilization (IVF). The increase in cardiac, gastrointestinal (GI), and neurological congenital anomalies appears to be independent of the assisted reproduction technique, while urogenital and musculoskeletal (MSK) anomalies were found to be increased in ICSI compared with IVF, OR 0.83 [95% CI 0.69, 0.98]; p = 0.03, I2 = 0%, and OR 0.65 [95% CI 0.49, 0.85]; p = 0.002, I2 = 80%, respectively. Neonates conceived using assisted reproduction techniques appear to be at higher risk of major congenital anomalies, with a higher risk attributable to conception using ICSI. The increase in cardiac, neurological, and GI congenital anomalies does not appear to be technique-specific, while the opposite held true for urogenital and MSK anomalies.
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Affiliation(s)
| | | | - Yong Hwa Hong
- School of Medicine, St Georges University of London, London, UK
| | - Jiyoon Lee
- Brighton and Sussex Medical School, East Sussex, UK
| | - Antonio F Corno
- School of Engineering, University of Leicester, Leicester, UK
- Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
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Gill P, Puchalt NG, Molinaro T, Werner M, Seli E, Hotaling J, Cheng P. Leukocytospermia does not negatively impact outcomes in in vitro fertilization cycles with intracytoplasmic sperm injection and preimplantation genetic testing for aneuploidy: findings from 5435 cycles. J Assist Reprod Genet 2024; 41:1213-1219. [PMID: 38642270 PMCID: PMC11143111 DOI: 10.1007/s10815-024-03085-x] [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: 11/20/2023] [Accepted: 03/01/2024] [Indexed: 04/22/2024] Open
Abstract
PURPOSE To investigate whether leukocytospermia (defined as the presence of ≥ 1 × 106 white blood cells/mL) affects clinical and embryologic outcomes in in vitro fertilization (IVF) cycles with intracytoplasmic sperm injection (ICSI) and preimplantation genetic testing for aneuploidy (PGT-A). METHODS This was a retrospective cohort study including 5425 cycles between January 2012 to December 2021 at a single large university-affiliated fertility clinic. The primary outcome was live birth rate (LBR). RESULTS The prevalence of leukocytospermia was 33.9% (n = 1843). Baseline characteristics including female age, BMI, AMH, Day 3 FSH, and male partner's age were similar in cycles with and without leukocytospermia. The LBR after the first euploid embryo transfer was similar in those with and without leukocytospermia (62.3% vs. 63% p = 0.625). Secondary outcomes including clinical pregnancy rate (CPR), sustained implantation rate (SIR), fertilization (2PN) rate, blastulation rate, and aneuploidy rate were also evaluated. The CPR (73.3% vs 74.9%, p = 0.213) and SIR (64.6% vs. 66%, p = 0.305) were similar in both groups. The 2PN rate was also similar in both groups (85.7% vs. 85.8%, p = 0.791), as was the blastulation rate per 2PN (56.7% vs. 57.5%, p = 0.116). The aneuploidy rate was not significantly different between groups (25.7% vs 24.4%, p = 0.053). A generalized estimation equation with logistic regression demonstrated that the presence leukocytospermia did not influence the LBR (adjusted OR 0.878; 95% CI, 0.680-1.138). CONCLUSION Leukocytospermia diagnosed just prior to an IVF cycle with PGT-A does not negatively impact clinical or embryologic outcomes.
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Affiliation(s)
- Pavan Gill
- IVI-RMA New Jersey, Basking Ridge, NJ, USA.
| | | | | | | | - Emre Seli
- IVI-RMA New Jersey, Basking Ridge, NJ, USA
| | - James Hotaling
- School of Medicine Andrology and IVF Laboratories, University of Utah, Salt Lake City, UT, USA
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Grebe TA, Khushf G, Greally JM, Turley P, Foyouzi N, Rabin-Havt S, Berkman BE, Pope K, Vatta M, Kaur S. Clinical utility of polygenic risk scores for embryo selection: A points to consider statement of the American College of Medical Genetics and Genomics (ACMG). Genet Med 2024; 26:101052. [PMID: 38393332 DOI: 10.1016/j.gim.2023.101052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 12/12/2023] [Indexed: 02/25/2024] Open
Affiliation(s)
- Theresa A Grebe
- Phoenix Children's, Phoenix, AZ; Department of Child Health, University of Arizona College of Medicine-Phoenix, Phoenix, AZ
| | - George Khushf
- Department of Philosophy, University of South Carolina, Columbia, SC
| | - John M Greally
- Departments of Genetics and Pediatrics, Albert Einstein College of Medicine, Bronx, NY
| | - Patrick Turley
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA; Department of Economics, University of Southern California, Los Angeles, CA
| | | | - Sara Rabin-Havt
- Department of OB/GYN, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Benjamin E Berkman
- Department of Bioethics, National Institutes of Health; National Human Genome Research Institute, Bethesda, MD
| | - Kathleen Pope
- Department of Pediatrics, Nemours Children's Hospital, Orlando, FL; University of South Florida College of Public Health, Tampa, FL
| | | | - Shagun Kaur
- Phoenix Children's, Phoenix, AZ; Department of Child Health, University of Arizona College of Medicine-Phoenix, Phoenix, AZ
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Bar-El L, Lenchner E, Gulersen M, Gobioff S, Yeshua A, Eliner Y, Grünebaum A, Chervenak FA, Bornstein E. Comprehensive appraisal of pregnancy and neonatal outcomes in singleton pregnancies conceived via in vitro fertilization in the USA (2016-2021). J Perinat Med 2024; 52:343-350. [PMID: 38126220 DOI: 10.1515/jpm-2023-0409] [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] [Received: 09/29/2023] [Accepted: 11/11/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVES We set out to compare adverse pregnancy and neonatal outcomes in singleton gestations conceived via in vitro fertilization (IVF) to those conceived spontaneously. METHODS Retrospective, population-based cohort using the CDC Natality Live Birth database (2016-2021). All singleton births were stratified into two groups: those conceived via IVF, and those conceived spontaneously. The incidence of several adverse pregnancy and neonatal outcomes was compared between the two groups using Pearson's chi-square test with Bonferroni adjustments. Multivariate logistic regression was used to adjust outcomes for potential confounders. RESULTS Singleton live births conceived by IVF comprised 0.86 % of the cohort (179,987 of 20,930,668). Baseline characteristics varied significantly between the groups. After adjusting for confounding variables, pregnancies conceived via IVF were associated with an increased risk of several adverse pregnancy and neonatal outcomes compared to those conceived spontaneously. The maternal adverse outcomes with the highest risk in IVF pregnancies included maternal transfusion, unplanned hysterectomy, and maternal intensive care unit admission. Increased rates of hypertensive disorder of pregnancy, preterm birth (delivery <37 weeks of gestation), and cesarean delivery were also noted. The highest risk neonatal adverse outcomes associated with IVF included immediate and prolonged ventilation, neonatal seizures, and neonatal intensive care unit admissions, among others. CONCLUSIONS Based on this large contemporary United States cohort, the risk of several adverse pregnancy and neonatal outcomes is increased in singleton pregnancies conceived via IVF compared to those conceived spontaneously. Obstetricians should be conscious of these associations while caring for and counseling pregnancies conceived via IVF.
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Affiliation(s)
- Liron Bar-El
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
| | - Erez Lenchner
- Biostatistics and Data Management, New York University Rory Meyers College of Nursing, New York, NY, USA
| | - Moti Gulersen
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, PA, USA
| | - Samantha Gobioff
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
| | - Arielle Yeshua
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
| | - Yael Eliner
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
| | - Amos Grünebaum
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
| | - Frank A Chervenak
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
| | - Eran Bornstein
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Lenox Hill Hospital - Northwell Health/Zucker School of Medicine, New York, NY, USA
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Fang Q, Qiao Z, Luo L, Bai S, Chen M, Zhang X, Zong L, Tong XH, Wu LM. Predictive models of recurrent implantation failure in patients receiving ART treatment based on clinical features and routine laboratory data. Reprod Biol Endocrinol 2024; 22:32. [PMID: 38509534 PMCID: PMC10953148 DOI: 10.1186/s12958-024-01203-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 03/09/2024] [Indexed: 03/22/2024] Open
Abstract
STUDY QUESTION The objective was to construct a model for predicting the probability of recurrent implantation failure (RIF) after assisted reproductive technology (ART) treatment based on the clinical characteristics and routine laboratory test data of infertile patients. A model was developed to predict RIF. The model showed high calibration in external validation, helped to identify risk factors for RIF, and improved the efficacy of ART therapy. WHAT IS KNOWN ALREADY Research on the influencing factors of RIF has focused mainly on embryonic factors, endometrial receptivity, and immune factors. However, there are many kinds of examinations regarding these aspects, and comprehensive screening is difficult because of the limited time and economic conditions. Therefore, we should try our best to analyse the results of routine infertility screenings to make general predictions regarding the occurrence of RIF. STUDY DESIGN, SIZE, DURATION A retrospective study was conducted with 5212 patients at the Reproductive Center of the First Affiliated Hospital of USTC from January 2018 to June 2022. PARTICIPANTS/MATERIALS, SETTING, METHODS This study included 462 patients in the RIF group and 4750 patients in the control group. The patients' basic characteristics, clinical treatment data, and laboratory test indices were compared. Logistic regression was used to analyse RIF-related risk factors, and the prediction model was evaluated by receiver operating characteristic (ROC) curves and the corresponding areas under the curve (AUCs). Further analysis of the influencing factors of live births in the first cycle of subsequent assisted reproduction treatment in RIF patients was performed, including the live birth subgroup (n = 116) and the no live birth subgroup (n = 200). MAIN RESULTS AND THE ROLE OF CHANCE (1) An increased duration of infertility (1.978; 95% CI, 1.264-3.097), uterine cavity abnormalities (2.267; 95% CI, 1.185-4.336), low AMH levels (0.504; 95% CI, 0.275-0.922), insulin resistance (3.548; 95% CI, 1.931-6.519), antinuclear antibody (ANA)-positive status (3.249; 95% CI, 1.20-8.797) and anti-β2-glycoprotein I antibody (A-β2-GPI Ab)-positive status (5.515; 95% CI, 1.481-20.536) were associated with an increased risk of RIF. The area under the curve of the logistic regression model was 0.900 (95% CI, 0.870-0.929) for the training cohort and 0.895 (95% CI, 0.865-0.925) for the testing cohort. (2) Advanced age (1.069; 95% CI, 1.015-1.126) was a risk factor associated with no live births after the first cycle of subsequent assisted reproduction treatment in patients with RIF. Blastocyst transfer (0.365; 95% CI = 0.181-0.736) increased the probability of live birth in subsequent cycles in patients with RIF. The area under the curve of the logistic regression model was 0.673 (95% CI, 0.597-0.748). LIMITATIONS, REASONS FOR CAUTION This was a single-centre regression study, for which the results need to be evaluated and verified by prospective large-scale randomized controlled studies. The small sample size for the analysis of factors influencing pregnancy outcomes in subsequent assisted reproduction cycles for RIF patients resulted in the inclusion of fewer covariates, and future studies with larger samples and the inclusion of more factors are needed for assessment and validation. WIDER IMPLICATIONS OF THE FINDINGS Prediction of embryo implantation prior to transfer will facilitate the clinical management of patients and disease prediction and further improve ART treatment outcomes. STUDY FUNDING/COMPETING INTEREST(S) This work was supported by the General Project of the National Natural Science Foundation of China (Nos. 82,201,792, 82,301,871, 81,971,446, and 82,374,212) and the Natural Science Foundation of Anhui Province (No. 2208085MH206). There are no conflicts of interest to declare. TRIAL REGISTRATION NUMBER This study was registered with the Chinese Clinical Trial Register (Clinical Trial Number: ChiCTR1800018298 ).
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Affiliation(s)
- Qunying Fang
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
- University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
| | - Zonghui Qiao
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
| | - Lei Luo
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
| | - Shun Bai
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
| | - Min Chen
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
- University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
| | - Xiangjun Zhang
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
- University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China
| | - Lu Zong
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China.
| | - Xian-Hong Tong
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China.
| | - Li-Min Wu
- Center for Reproduction and Genetics, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230026, Anhui, P. R. China.
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Zhang S, Luo Q, Meng R, Yan J, Wu Y, Huang H. Long-term health risk of offspring born from assisted reproductive technologies. J Assist Reprod Genet 2024; 41:527-550. [PMID: 38146031 PMCID: PMC10957847 DOI: 10.1007/s10815-023-02988-5] [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: 06/29/2023] [Accepted: 11/02/2023] [Indexed: 12/27/2023] Open
Abstract
Since the world's first in vitro fertilization baby was born in 1978, there have been more than 8 million children conceived through assisted reproductive technologies (ART) worldwide, and a significant proportion of them have reached puberty or young adulthood. Many studies have found that ART increases the risk of adverse perinatal outcomes, including preterm birth, low birth weight, small size for gestational age, perinatal mortality, and congenital anomalies. However, data regarding the long-term outcomes of ART offspring are limited. According to the developmental origins of health and disease theory, adverse environments during early life stages may induce adaptive changes and subsequently result in an increased risk of diseases in later life. Increasing evidence also suggests that ART offspring are predisposed to an increased risk of non-communicable diseases, such as malignancies, asthma, obesity, metabolic syndrome, diabetes, cardiovascular diseases, and neurodevelopmental and psychiatric disorders. In this review, we summarize the risks for long-term health in ART offspring, discuss the underlying mechanisms, including underlying parental infertility, epigenetic alterations, non-physiological hormone levels, and placental dysfunction, and propose potential strategies to optimize the management of ART and health care of parents and children to eliminate the associated risks. Further ongoing follow-up and research are warranted to determine the effects of ART on the long-term health of ART offspring in later life.
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Affiliation(s)
- Siwei Zhang
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, No. 419, Fangxie Rd, Shanghai, 200011, China
| | - Qinyu Luo
- Key Laboratory of Reproductive Genetics, Ministry of Education, Zhejiang University School of Medicine, Hangzhou, China
| | - Renyu Meng
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, No. 419, Fangxie Rd, Shanghai, 200011, China
| | - Jing Yan
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, No. 419, Fangxie Rd, Shanghai, 200011, China
| | - Yanting Wu
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, No. 419, Fangxie Rd, Shanghai, 200011, China.
- Research Unit of Embryo Original Diseases (No. 2019RU056), Chinese Academy of Medical Sciences, Shanghai, China.
| | - Hefeng Huang
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, No. 419, Fangxie Rd, Shanghai, 200011, China.
- Key Laboratory of Reproductive Genetics, Ministry of Education, Zhejiang University School of Medicine, Hangzhou, China.
- Research Unit of Embryo Original Diseases (No. 2019RU056), Chinese Academy of Medical Sciences, Shanghai, China.
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Panner Selvam MK, Moharana AK, Baskaran S, Finelli R, Hudnall MC, Sikka SC. Current Updates on Involvement of Artificial Intelligence and Machine Learning in Semen Analysis. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:279. [PMID: 38399566 PMCID: PMC10890589 DOI: 10.3390/medicina60020279] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 01/29/2024] [Accepted: 01/31/2024] [Indexed: 02/25/2024]
Abstract
Background and Objectives: Infertility rates and the number of couples undergoing reproductive care have both increased substantially during the last few decades. Semen analysis is a crucial step in both the diagnosis and the treatment of male infertility. The accuracy of semen analysis results remains quite poor despite years of practice and advancements. Artificial intelligence (AI) algorithms, which can analyze and synthesize large amounts of data, can address the unique challenges involved in semen analysis due to the high objectivity of current methodologies. This review addresses recent AI advancements in semen analysis. Materials and Methods: A systematic literature search was performed in the PubMed database. Non-English articles and studies not related to humans were excluded. We extracted data related to AI algorithms or models used to evaluate semen parameters from the original studies, excluding abstracts, case reports, and meeting reports. Results: Of the 306 articles identified, 225 articles were rejected in the preliminary screening. The evaluation of the full texts of the remaining 81 publications resulted in the exclusion of another 48 articles, with a final inclusion of 33 original articles in this review. Conclusions: AI and machine learning are becoming increasingly popular in biomedical applications. The examination and selection of sperm by andrologists and embryologists may benefit greatly from using these algorithms. Furthermore, when bigger and more reliable datasets become accessible for training, these algorithms may improve over time.
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Affiliation(s)
- Manesh Kumar Panner Selvam
- Department of Urology, Tulane University School of Medicine, New Orleans, LA 70112, USA; (A.K.M.); (S.B.); (S.C.S.)
| | - Ajaya Kumar Moharana
- Department of Urology, Tulane University School of Medicine, New Orleans, LA 70112, USA; (A.K.M.); (S.B.); (S.C.S.)
- Redox Biology & Proteomics Laboratory, Department of Zoology, School of Life Sciences, Ravenshaw University, Cuttack 753003, Odisha, India
| | - Saradha Baskaran
- Department of Urology, Tulane University School of Medicine, New Orleans, LA 70112, USA; (A.K.M.); (S.B.); (S.C.S.)
| | | | | | - Suresh C. Sikka
- Department of Urology, Tulane University School of Medicine, New Orleans, LA 70112, USA; (A.K.M.); (S.B.); (S.C.S.)
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Zhan J, Chen C, Zhang N, Zhong S, Wang J, Hu J, Liu J. An artificial intelligence model for embryo selection in preimplantation DNA methylation screening in assisted reproductive technology. BIOPHYSICS REPORTS 2023; 9:352-361. [PMID: 38524697 PMCID: PMC10960573 DOI: 10.52601/bpr.2023.230035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 11/28/2023] [Indexed: 03/26/2024] Open
Abstract
Embryo quality is a critical determinant of clinical outcomes in assisted reproductive technology (ART). A recent clinical trial investigating preimplantation DNA methylation screening (PIMS) revealed that whole genome DNA methylation level is a novel biomarker for assessing ART embryo quality. Here, we reinforced and estimated the clinical efficacy of PIMS. We introduce PIMS-AI, an innovative artificial intelligence (AI) based model, to predict the probability of an embryo producing live birth and subsequently assist ART embryo selection. Our model demonstrated robust performance, achieving an area under the curve (AUC) of 0.90 in cross-validation and 0.80 in independent testing. In simulated embryo selection, PIMS-AI attained an accuracy of 81% in identifying viable embryos for patients. Notably, PIMS-AI offers significant advantages over conventional preimplantation genetic testing for aneuploidy (PGT-A), including enhanced embryo discriminability and the potential to benefit a broader patient population. In conclusion, our approach holds substantial promise for clinical application and has the potential to significantly improve the ART success rate.
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Affiliation(s)
- Jianhong Zhan
- Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
| | - Chuangqi Chen
- Guangdong Women's and Children's Hospital, Guangzhou 511400, China
| | - Na Zhang
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing 100026, China
| | | | - Jiaming Wang
- Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
- University of the Chinese Academy of Science, Beijing 101408, China
- School of Future Technology, University of the Chinese Academy of Science, Beijing 100049, China
| | - Jinzhou Hu
- Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
- University of the Chinese Academy of Science, Beijing 101408, China
| | - Jiang Liu
- Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
- University of the Chinese Academy of Science, Beijing 101408, China
- School of Future Technology, University of the Chinese Academy of Science, Beijing 100049, China
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Wang S, Chen L, Sun H. Interpretable artificial intelligence-assisted embryo selection improved single-blastocyst transfer outcomes: a prospective cohort study. Reprod Biomed Online 2023; 47:103371. [PMID: 37839212 DOI: 10.1016/j.rbmo.2023.103371] [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: 05/16/2023] [Revised: 08/01/2023] [Accepted: 08/23/2023] [Indexed: 10/17/2023]
Abstract
RESEARCH QUESTION What is the pregnancy and neonatal outcomes of an interpretable artificial intelligence (AI) model for embryo selection in a prospective clinical trial? DESIGN This single-centre prospective cohort study was carried out from October 2021 to March 2022. A total of 330 eligible patients were assigned to their preferred groups, with 250 patients undergoing a fresh single-blastocyst transfer cycle after the exclusion criteria had been applied. For the AI-assisted group (AAG), embryologists selected the embryos for transfer based on the ranking recommendations provided by an interpretable AI system, while with the manual group, embryologists used the Gardner grading system to make their decisions. RESULTS The implantation rate was significantly higher in the AAG than the manual group (80.87% versus 68.15%, P = 0.022). No significant difference was found in terms of monozygotic twin rate, miscarriage rate, live birth rate and ectopic pregnancy rate between the groups. Furthermore, there was no significant difference in terms of neonatal outcomes, including gestational weeks, premature birth rate, birth height, birthweight, sex ratio at birth and newborn malformation rate. The consensus rate between the AI and retrospective analysis by the embryologists was significantly higher for good-quality embryos (i.e. grade 4BB or higher) versus poor-quality embryos (i.e. less than 4BB) (84.71% versus 25%, P < 0.001). CONCLUSIONS These prospective trial results suggest that the proposed AI system could effectively help embryologists to improve the implantation rate with single-blastocyst transfer compared with traditional manual evaluation methods.
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Affiliation(s)
- Shanshan Wang
- Center for Reproductive Medicine and Obstetrics and Gynecology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Lei Chen
- Center for Reproductive Medicine and Obstetrics and Gynecology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Haixiang Sun
- Center for Reproductive Medicine and Obstetrics and Gynecology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
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Kuo Y, Zhu X, Guo Q, Wang Y, Guan S, Liu P, Li R, Yan Z, Yan L, Qiao J. A novel embryo biopsy morphological analysis and genetic integrality criterion system significantly improves the outcome of preimplantation genetic testing. J Assist Reprod Genet 2023; 40:2659-2668. [PMID: 37730945 PMCID: PMC10643757 DOI: 10.1007/s10815-023-02924-7] [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: 07/11/2023] [Accepted: 08/23/2023] [Indexed: 09/22/2023] Open
Abstract
PURPOSE While efforts have been made to establish blastocyst grading systems in the past decades, little research has examined the quality of biopsy specimens. This study is the first to correlate the morphology of biopsied trophectoderm (TE) cells to their quality and subsequent genetic testing results of preimplantation genetic testing (PGT), through an innovative Morphological Analysis and Genetic Integrality Criterion (MAGIC) system. METHODS Biopsied TE cells were first evaluated according to the MAGIC procedure, followed by whole-genome amplification (WGA) and library construction, and then sequenced using the Illumina X Ten Platform. Copy number variation (CNV) and allele drop-out (ADO) rates as well as test failure rates were compared and analyzed. RESULTS Our data explores the relationship between TE cell morphology and its quality and final genetic testing outcome, which is established based on the MAGIC system. MAGIC guarantees that only high- or good-quality TE cells are used for genetic testing to generate excellent data uniformity and lower ADO rates. Low-quality cells containing biopsied TE cell mass are responsible for the "background noise" of CNV analysis. CONCLUSION The MAGIC application has effectively decreased the false-positive mosaicism, hence to ensure the stability and veracity of detection results, to avoid misdiagnoses, and to improve accuracy, as well as to avoid re-biopsy procedures. The study also contributes to understand how the IVF laboratory and the molecular biology laboratory depend on each other to achieve good-quality PGT results, which are clinically relevant for the patients.
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Affiliation(s)
- Ying Kuo
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
| | - Xiaohui Zhu
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
| | - Qianying Guo
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
| | - Yuqian Wang
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Shuo Guan
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
| | - Ping Liu
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
| | - Rong Li
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China
| | - Zhiqiang Yan
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China.
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China.
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China.
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China.
| | - Liying Yan
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China.
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China.
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China.
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China.
| | - Jie Qiao
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, No. 49, North Garden Road, Haidian district, Beijing, 100191, China.
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, 100191, China.
- Key Laboratory of Assisted Reproduction, Ministry of Education, Peking University, Beijing, 100191, China.
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, 100191, China.
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China.
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China.
- Beijing Advanced Innovation Center for Genomics, Beijing, 100871, China.
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45
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Palmer GA, Tomkin G, Martín-Alcalá HE, Mendizabal-Ruiz G, Cohen J. The Internet of Things in assisted reproduction. Reprod Biomed Online 2023; 47:103338. [PMID: 37757612 DOI: 10.1016/j.rbmo.2023.103338] [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: 06/30/2023] [Revised: 08/06/2023] [Accepted: 08/07/2023] [Indexed: 09/29/2023]
Abstract
The Internet of Things (IoT) is a network connecting physical objects with sensors, software and internet connectivity for data exchange. Integrating the IoT with medical devices shows promise in healthcare, particularly in IVF laboratories. By leveraging telecommunications, cybersecurity, data management and intelligent systems, the IoT can enable a data-driven laboratory with automation, improved conditions, personalized treatment and efficient workflows. The integration of 5G technology ensures fast and reliable connectivity for real-time data transmission, while blockchain technology secures patient data. Fog computing reduces latency and enables real-time analytics. Microelectromechanical systems enable wearable IoT and miniaturized monitoring devices for tracking IVF processes. However, challenges such as security risks and network issues must be addressed through cybersecurity measures and networking advancements. Clinical embryologists should maintain their expertise and knowledge for safety and oversight, even with IoT in the IVF laboratory.
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Affiliation(s)
- Giles A Palmer
- IVF2.0 Ltd, London, UK; International IVF Initiative, New York, New York, USA
| | | | | | - Gerardo Mendizabal-Ruiz
- Conceivable Life Sciences, New York, New York, USA; Departamento de Bioingeniería Traslacional, Universidad de Guadalajara, Guadalajara, Mexico
| | - Jacques Cohen
- IVF2.0 Ltd, London, UK; International IVF Initiative, New York, New York, USA; Althea Science Inc, New York, New York, USA; Conceivable Life Sciences, New York, New York, USA.
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46
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Martínez-Varea A, Martínez-Gómez M, Novillo B, Domenech J, Morales-Roselló J, Diago-Almela V. Perinatal Outcomes of Monochorionic Twin Pregnancies Conceived Naturally Versus through Assisted Reproductive Techniques. J Clin Med 2023; 12:6097. [PMID: 37763036 PMCID: PMC10531548 DOI: 10.3390/jcm12186097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 09/09/2023] [Accepted: 09/20/2023] [Indexed: 09/29/2023] Open
Abstract
Objective: It has been reported that monochorionic twin pregnancies conceived through assisted reproductive techniques (ART) display a higher risk of second-trimester miscarriage, cesarean delivery, and neonatal death than those conceived naturally. The aim of this study was to compare the perinatal outcomes of monochorionic diamniotic (MCDA) twin pregnancies conceived naturally and through ART in a tertiary hospital. Methods: This was a retrospective cohort study of all MCDA twin pregnancies that received obstetric care and delivered at La Fe University and Polytechnic Hospital between 2015 and 2021. MCDA pregnancies that were referred to the tertiary hospital for specialized management, follow-up, and delivery were also included. The study was approved by The Health Research Institute Hospital La Fe (IIS La Fe). Results: Among the 184 MCDA pregnancies, 149 (81%) had a natural conception, and 35 (19%) were conceived through ART. Patients with an MCDA pregnancy who conceived through ART had a significantly older maternal age (38.0 [35.5-42.5] vs. 32.0 [29.0-36.0], p < 0.001) and an elevated rate of nulliparity (80.0% vs. 50.3%, p = 0.001). Regarding pregnancy complications, MCDA pregnancies through ART were associated with a significantly higher incidence of gestational diabetes (22.9% vs. 2.7%, p < 0.001), hypertensive disorders during pregnancy (22.9% vs. 9.4%, p = 0.04), and other pregnancy complications such as threatened labor or preterm prelabor rupture of membranes (14.3% vs. 36.2%, p = 0.015), than naturally conceived MCDA pregnancies. No differences were found in the incidence of twin-to-twin transfusion syndrome (20% vs. 33.6%, p = 0.155). MCDA pregnancies through natural conception had a greater rate of vaginal delivery than MCDA through ART (16.8% vs. 2.9%, p = 0.032). When adjusted for confounding factors, MCDA pregnancies through ART were only more likely to develop gestational diabetes than those naturally conceived (aOR 7.86, 95% CI 1.55-39.87). No differences were found regarding neonatal outcomes between groups. Conclusions: Compared with naturally conceived MCDA twin pregnancies, those conceived through ART displayed a significantly higher risk of developing gestational diabetes. No differences regarding other pregnancy complications, mode of delivery, or neonatal outcomes were found between groups.
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Affiliation(s)
- Alicia Martínez-Varea
- Department of Obstetrics and Gynaecology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-G.); (B.N.); (J.M.-R.); (V.D.-A.)
| | - Martha Martínez-Gómez
- Department of Obstetrics and Gynaecology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-G.); (B.N.); (J.M.-R.); (V.D.-A.)
| | - Blanca Novillo
- Department of Obstetrics and Gynaecology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-G.); (B.N.); (J.M.-R.); (V.D.-A.)
| | - Josep Domenech
- Department of Economics and Social Sciences, Universitat Politècnica de València, Camí de Vera s/n, 46022 Valencia, Spain;
| | - José Morales-Roselló
- Department of Obstetrics and Gynaecology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-G.); (B.N.); (J.M.-R.); (V.D.-A.)
- Department of Pediatrics, Obstetrics and Gynecology, University of Valencia, Avenida Blasco Ibáñez 15, 46010 Valencia, Spain
| | - Vicente Diago-Almela
- Department of Obstetrics and Gynaecology, La Fe University and Polytechnic Hospital, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain; (M.M.-G.); (B.N.); (J.M.-R.); (V.D.-A.)
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47
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Nancarrow L, Tempest N, Lane S, Homburg R, Russell R, Hapangama DK. Four-dimensional ultrasound guided embryo transfers improve live birth rates when compared to the clinical touch technique: a randomised controlled trial. Sci Rep 2023; 13:14875. [PMID: 37684296 PMCID: PMC10491625 DOI: 10.1038/s41598-023-41313-z] [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: 03/26/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
Most aspects of in-vitro fertilisation (IVF) have changed dramatically since introduction, but embryo transfer (ET) technique remains largely unaltered. We aimed to determine whether four-dimensional ultrasound guided embryo transfers (4D UGET) could improve pregnancy rates when compared with clinical touch technique (CTT). This was a single centre open labelled randomised controlled trial in a tertiary fertility centre in the UK. 320 women were randomised on the day of single ET. The primary outcome was clinical pregnancy rate (CPR), secondary outcomes included live birth rate (LBR), biochemical pregnancy rate (BPR), miscarriage, pregnancy of unknown location (PUL) and ectopic pregnancy. 4D-UGET resulted in significantly higher CPR [50% vs 36% p = 0.02, OR 1.78 (1.12-2.84)] and LBR [41% vs 28%, p = 0.02, OR 1.77 (1.09-2.87)] when compared to CTT technique. Miscarriage (p = 0.49), PUL (p = 0.14) and ectopic pregnancy (p = 0.96) were similar between the two groups. LBR, from this trial, are significantly higher than the current UK average (41% vs 24%). 4D UGET allows for superior imaging of the uterine cavity, whilst tailoring the embryo deposition point specifically to the patient. Further RCTs are required to determine if these results can be replicated in other units and whether 4D UGET is superior to 2D UGET.
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Affiliation(s)
- L Nancarrow
- Department of Women's and Children's Health, Institute of Life Course and Medical Sciences, Centre for Women's Health Research, Member of Liverpool Health Partners, University of Liverpool, Liverpool, L8 7SS, UK
- Hewitt Centre for Reproductive Medicine, Liverpool Women's NHS Foundation Trust, Liverpool, L8 7SS, UK
| | - Nicola Tempest
- Department of Women's and Children's Health, Institute of Life Course and Medical Sciences, Centre for Women's Health Research, Member of Liverpool Health Partners, University of Liverpool, Liverpool, L8 7SS, UK.
- Hewitt Centre for Reproductive Medicine, Liverpool Women's NHS Foundation Trust, Liverpool, L8 7SS, UK.
- Liverpool Women's NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK.
| | - S Lane
- Department of Biostatistics, Institute of Life Course and Medical Sciences, Member of Liverpool Health Partners, University of Liverpool, Liverpool, UK
| | - R Homburg
- Hewitt Centre for Reproductive Medicine, Liverpool Women's NHS Foundation Trust, Liverpool, L8 7SS, UK
| | - R Russell
- Hewitt Centre for Reproductive Medicine, Liverpool Women's NHS Foundation Trust, Liverpool, L8 7SS, UK
- Liverpool Women's NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - D K Hapangama
- Department of Women's and Children's Health, Institute of Life Course and Medical Sciences, Centre for Women's Health Research, Member of Liverpool Health Partners, University of Liverpool, Liverpool, L8 7SS, UK
- Liverpool Women's NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
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48
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Wessel JA, Hunt S, van Wely M, Mol F, Wang R. Alternatives to in vitro fertilization. Fertil Steril 2023; 120:483-493. [PMID: 36642301 DOI: 10.1016/j.fertnstert.2023.01.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 12/07/2022] [Accepted: 01/09/2023] [Indexed: 01/15/2023]
Abstract
There have been concerns on the potential overuse of in vitro fertilization (IVF) in view of the lack of evidence on effectiveness in certain populations, potential short and long-term safety risks, and economic considerations. On the other hand, the use of alternatives to IVF seems to be underappreciated in clinical practice as well as research. In this review, we summarized the up-to-date evidence on the effectiveness, safety as well as cost-effectiveness of different alternatives to IVF, including expectant management, intrauterine insemination, tubal flushing, in vitro maturation as well as intravaginal culture. We also discussed the trend of IVF use over the last decade and the available tiers of service because of intravaginal culture, and revisited the roles of different alternatives to IVF in modern reproductive medicine from both clinical and research perspectives.
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Affiliation(s)
- Jennifer A Wessel
- Amsterdam UMC location University of Amsterdam, Department of Obstetrics and Gynecology, Amsterdam, the Netherlands; Amsterdam Reproduction and Development research institute, Amsterdam, the Netherlands
| | - Sarah Hunt
- Department of Obstetrics and Gynaecology, School of Clinical Sciences at Monash Health, Monash University, Melbourne, Australia
| | - Madelon van Wely
- Amsterdam UMC location University of Amsterdam, Department of Obstetrics and Gynecology, Amsterdam, the Netherlands; Amsterdam Reproduction and Development research institute, Amsterdam, the Netherlands
| | - Femke Mol
- Amsterdam UMC location University of Amsterdam, Department of Obstetrics and Gynecology, Amsterdam, the Netherlands; Amsterdam Reproduction and Development research institute, Amsterdam, the Netherlands
| | - Rui Wang
- Department of Obstetrics and Gynaecology, School of Clinical Sciences at Monash Health, Monash University, Melbourne, Australia.
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49
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Salazar A, Diaz-García C, García-Velasco JA. Third-party reproduction: a treatment that grows with societal changes. Fertil Steril 2023; 120:494-505. [PMID: 36681263 DOI: 10.1016/j.fertnstert.2023.01.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 01/12/2023] [Accepted: 01/12/2023] [Indexed: 01/20/2023]
Abstract
Third-party reproduction refers to the use of eggs, sperm, or embryos that have been donated by a third person (the donor) to enable individuals or couples (the intended parents) with infertility to have a child. This differs from the traditional father-mother family model with no third parties involved. Third-party reproduction is also used by couples that are unable to reproduce by traditional means, same-sex couples, and men and women without a partner. This has emerged as a treatment option with great success rates in a scene of changing family constellations. Consequently, this therapeutic alternative has become a realistic solution which has brought great satisfaction and happiness to people who otherwise would have not been able to achieve parenthood if these options were not medically and legally available.
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50
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Kornfield MS, Gurley SB, Vrooman LA. Increased Risk of Preeclampsia with Assisted Reproductive Technologies. Curr Hypertens Rep 2023; 25:251-261. [PMID: 37303020 DOI: 10.1007/s11906-023-01250-8] [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] [Accepted: 05/19/2023] [Indexed: 06/13/2023]
Abstract
PURPOSE OF REVIEW We summarized recent available data to assess the association between assisted reproductive technology (ART) and risk for preeclampsia. RECENT FINDINGS The majority of clinical studies supporting the association of preeclampsia and ART are retrospective. Published data from both clinical and pre-clinical studies suggest specific ART procedures may contribute to the increased risk, including in vitro embryo handling and development, hormone stimulation, transfer cycle types, and use of donor oocytes/embryos. Potential mechanisms include epigenetic aberrations leading to abnormal placentation, absence of factors secreted by the corpus luteum, and immunologic responses to allogenic gametes. There is an increased risk of preeclampsia following ART. Treatment plans that favor reduced preeclampsia risk should be considered for ART pregnancies. To make ART pregnancies safer, additional clinical and animal model studies are needed to elucidate the underpinnings of this risk association.
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Affiliation(s)
- Molly S Kornfield
- Division of Reproductive Endocrinology & Infertility, Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR, USA
| | - Susan B Gurley
- Division of Nephrology & Hypertension, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Lisa A Vrooman
- Division of Reproductive and Developmental Sciences, Oregon National Primate Research Center, Oregon Health & Science University, 505 NW 185th Ave, Beaverton, OR, USA.
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