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Wu X, Yang Y, Pan Y, Wang Y, Lian X, Dong C, Wang S, Wang A, Lei Y. Collagen Nanofiber Reinforced Alginate Hydrogel Tube Microbioreactors for Cell Culture. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.04.23.650245. [PMID: 40313920 PMCID: PMC12045347 DOI: 10.1101/2025.04.23.650245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2025]
Abstract
The large-scale production of mammalian cells is pivotal for various applications; however, current bioreactor technologies encounter significant technical and economic challenges. Scaling up cell cultures remains problematic due to excessive cell aggregation, shear stress-induced cell death, batch-to-batch inconsistencies, and limited scalability. We propose that engineering a cell-friendly microenvironment can enhance culture efficiency. Previously, we developed alginate hydrogel microtubes (AlgTubes) that significantly improved cell density and growth rates. Nevertheless, AlgTubes lack adhesion sites essential for anchorage-dependent cells and frequently break, causing cell leakage and production inconsistencies. To address these limitations, this study reinforced AlgTubes with collagen nanofibers, creating collagen-alginate hybrid hydrogel microtubes (ColAlgTubes). Utilizing a novel micro-extruder, we efficiently produced cell-loaded ColAlgTubes. Collagen formed a dense nanofiber network interwoven with the alginate mesh, enhancing the hydrogel's mechanical properties while providing cell adhesion sites. ColAlgTubes protected cells from hydrodynamic stress and maintained cell mass within a 400 μm diameter, ensuring efficient nutrient exchange and waste removal. This optimized microenvironment resulted in high cell viability, rapid proliferation, and exceptional yields of 5×10 8 cells/mL - 200 times higher than conventional culture methods. With their scalability, cost-effectiveness, and efficiency, ColAlgTubes offers a transformative solution for large-scale cell production with broad applications in biotechnology, regenerative medicine, and therapeutic manufacturing.
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Ueno S, Katakura S, Okimura T, Kato K. Embryonic Outcomes, Live-Birth Outcomes After Embryo Transfer, and Euploid Rates for Various Direct Cleavage Timing Definitions During First Cytokinesis: A Single-Center, Large-Cohort, Retrospective Study. Reprod Sci 2025:10.1007/s43032-025-01842-6. [PMID: 40180775 DOI: 10.1007/s43032-025-01842-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2024] [Accepted: 03/07/2025] [Indexed: 04/05/2025]
Abstract
Although essential to confirm the clinical utility of direct cleavage embryos, the timing of rapid cleavage (RpiC) has not been specifically defined. This study aimed to explore the differences in embryonic and clinical outcomes based on varying timing parameters of direct cleavage during first cytokinesis, using time to reach the three-cell stage (t3) minus time to reach the two-cell stage (t2). We analyzed 19,796 fertilized embryos (in 6,907 patients) from a single center between September 2019 and December 2020. The embryos were cultured using EmbryoScope, and t2 and t3 were recorded. Trichotomous mitosis (TM) was defined as t3 - t2 = 0 h, and RpiC events were divided into four groups, as follows: 0 h < t3 - t2 < 1 h (RpiC-1), 1 h ≤ t3 - t2 < 3 h (RpiC-3), 3 h ≤ t3 - t2 < 5 h (RpiC-5), and 5 h ≤ t3 - t2 < 7 h (RpiC-7). Additionally, 7 h ≤ t3 - t2 < 14 h was defined as normal cleavage. After single-cleavage embryo transfer, the live-birth, TM, and RpiC-1 rates were significantly lower than those in other groups. Similarly, when blastocysts were utilized, the TM and RpiC-1 rates were significantly lower than those in other groups. This study suggests that embryos with TM or RpiC-1 (t3 - t2 < 1 h) should be cultured to the blastocyst stage to prevent unnecessary embryo transfers, although outcomes may vary in different scenarios, i.e., by institution and patient.
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Affiliation(s)
- Satoshi Ueno
- Kato Ladies Clinic, 7-20-3 Nishi-shinjuku, Shinjuku, Tokyo, 160-0023, Japan
| | - Shin Katakura
- Kato Ladies Clinic, 7-20-3 Nishi-shinjuku, Shinjuku, Tokyo, 160-0023, Japan
| | - Tadashi Okimura
- Kato Ladies Clinic, 7-20-3 Nishi-shinjuku, Shinjuku, Tokyo, 160-0023, Japan
| | - Keiichi Kato
- Kato Ladies Clinic, 7-20-3 Nishi-shinjuku, Shinjuku, Tokyo, 160-0023, Japan.
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Bazrgar M, Khajehoseini F, Eftekhari-Yazdi P, Bakhtiarizadeh MR, Gourabi H, Saei P, Pazhoomand R, Hosseinishenatal S, Mohammadi R. Aneuploidy-driven gene expression profiling in human blastocysts: insights from RNA-Seq analysis. J Assist Reprod Genet 2025; 42:885-896. [PMID: 39753942 PMCID: PMC11950541 DOI: 10.1007/s10815-024-03369-2] [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: 09/11/2024] [Accepted: 12/17/2024] [Indexed: 03/28/2025] Open
Abstract
PURPOSE Preimplantation aneuploidy in humans is one of the primary causes of implantation failure and embryo miscarriage. This study was conducted to gain insight into gene expression changes that may result from aneuploidy in blastocysts through RNA-Seq analysis. METHODS The surplus embryos of preimplantation genetic testing for aneuploidy (PGT-A) candidate couples with normal karyotype and maternal age < 38 were collected following identical ovarian stimulation protocol. The embryos were selected based on trophectoderm biopsy and array comparative genomic hybridization in three groups: normal group, small chromosomes aneuploidy group (SCA), including single aneuploidy for small chromosomes 16, 20, 21, 22, and other chromosomes aneuploidy group (OCA), including single aneuploidy for other chromosomes. RESULTS Principal component analysis revealed overall differentiation of transcriptome of the groups, confirming embryo classification. The Gene Ontology indicated that transcription, ubiquitination, autophagy, and DNA repair pathways were upregulated in aneuploid embryos. The overexpression of five genes, UBE2E2 and VPS4A, BUB1B, CDCA8, and COX14 was confirmed by quantitative real-time PCR. Additionally, overexpression was observed in translation and protein synthesis pathways in aneuploid embryos. Mitochondrial pathway upregulation was notable in both SCA and OCA groups, while the apoptosis pathway was overexpressed only in the OCA group. Only cellular lipid synthesis pathway differed between SCA and OCA, the two aneuploid groups. CONCLUSIONS This study highlights the impact of aneuploidy on the gene expression in blastocysts independent of aneuploidy type and paves the way for understanding the molecular mechanisms underlying the generation of aneuploidy.
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Affiliation(s)
- Masood Bazrgar
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran.
| | - Fattaneh Khajehoseini
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Poopak Eftekhari-Yazdi
- Department of Embryology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | | | - Hamid Gourabi
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Parishad Saei
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Reza Pazhoomand
- Medical Genetics Laboratory, Shiraz Fertility Center, Shiraz, Iran
| | | | - Reza Mohammadi
- Medical Genetics Laboratory, Shiraz Fertility Center, Shiraz, Iran
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Sayed S, Petersen BM, Reigstad MM, Schwennicke A, Hausken JW, Storeng R. Predicting IVF live -birth probability using time-lapse data: Implications of including or excluding age in a day 2 embryo transfer model. PLoS One 2025; 20:e0318480. [PMID: 39999051 PMCID: PMC11856505 DOI: 10.1371/journal.pone.0318480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 01/16/2025] [Indexed: 02/27/2025] Open
Abstract
The primary objective of this study was to develop predictive models for the likelihood of live births following In Vitro Fertilisation (IVF) treatment, based on a retrospective analysis of time-lapse data from Day 2 embryo transfers at Klinikk Hausken, Norway. This analysis encompassed 1,506 IVF treatment cycles, which included 865 single and 641 double embryo transfer cycles, totalling 2,147 embryos transferred. The model covariates included nucleation error, timing of two-cell stage (t2) and duration between t2 and the three-cell stage (t3). The predictive ability was assessed using Area Under Curve (AUC). Generalised Additive Mixed Models (GAMM) were utilised to address clustering effects from Single Embryo Transfers (SET) and Double Embryo Transfers (DETs), as well as the non-linear effects of female age and t2 timings. A stratification of age and model scores demonstrated the impact of incorporating age into the model. The" Base Model, not incorporating age, achieved an AUC of 0.641, while the "Age Model", using maternal age, significantly enhanced AUC to 0.745, as estimated through bootstrap analysis. However, when the Age Model was subjected to average ages across three respective age intervals, the AUC values were comparable to the Base Model, rather than the original Age Model scores. Adjusting the Intracytoplasmic Sperm Injection (ICSI) timing by ± 2 hours, purely as a theoretical exercise, has minimal impacts on model predictions. This highlights the value of including t2 despite fertilisation timing variations between ICSI and IVF. The Age Model did not show superiority in predicting live birth within single treatment cohorts. However, given its distinct AUC values for broader age ranges, the Age Model can serve as a counselling tool on live-birth probabilities. With further validation, we suggest only using the Age Model for general counselling, while the Base Model is preferable for the embryo selection decision support.
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Affiliation(s)
- Shabana Sayed
- Klinikk Hausken, IVF and Gynaecology, Haugesund, Norway,
| | | | - Marte Myhre Reigstad
- Norwegian National Advisory Unit on Women’s Health, Oslo University Hospital, Oslo, Norway
| | | | | | - Ritsa Storeng
- Norwegian National Advisory Unit on Women’s Health, Oslo University Hospital, Oslo, Norway
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O’Keeffe FJ, Mendz GL. Twinning and Individuation: An Appraisal of the Current Model and Ethical Implications. BIOLOGY 2025; 14:104. [PMID: 40001872 PMCID: PMC11851495 DOI: 10.3390/biology14020104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/10/2025] [Accepted: 01/17/2025] [Indexed: 02/27/2025]
Abstract
Discourses on human embryo experimentation often refer to monozygotic twinning and individuation. A criterion to establish regulations that guide human embryo research proposes that individuation is achieved once the embryo ceases to have the potential for dividing into two or more viable entities at about 15 days of gestational age. This standard is based on an updated version of a developmental model initially proposed by George Corner. A fundamental problem with this approach is the model's lack of sufficient evidence to explain adequately human embryo twinning and, consequently, to serve as a basis to establish appropriate ethical guidelines for embryo experimentation. In addition, subsequent formulations of Corner's model added an extension of blastomere totipotency to different moments of gestation, without a proper scientific basis. The model is also challenged by monozygotic twinnings that result in placental and amniotic arrangements incompatible with Corner's framework. Investigations into the physiology of fertilisation and of the zygote suggest that individuation may occur at a very early stage. An alternative description of monozygotic twinning may explain better sesquizygotic twinning events and serve to re-evaluate the individuation criterion. The study aims to investigate deficiencies in the embryology of this model and assess their ethical implications.
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Affiliation(s)
| | - George L. Mendz
- School of Medicine, The University of Notre Dame Australia, Sydney, NSW 2010, Australia;
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Nolte T, Halabian R, Israel S, Suzuki Y, Avelar RA, Palmer D, Fuellen G, Makalowski W, Boiani M. Animal and vegetal materials of mouse oocytes segregate at first zygotic cleavage: a simple mechanism that makes the two-cell blastomeres differ reciprocally from the start. Mol Hum Reprod 2025; 31:gaae045. [PMID: 39786543 PMCID: PMC11741683 DOI: 10.1093/molehr/gaae045] [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: 07/23/2024] [Revised: 11/11/2024] [Indexed: 01/12/2025] Open
Abstract
Recent advances in embryology have shown that the sister blastomeres of two-cell mouse and human embryos differ reciprocally in potency. An open question is whether the blastomeres became different as opposed to originating as different. Here we wanted to test two relevant but conflicting models: one proposing that each blastomere contains both animal and vegetal materials in balanced proportions because the plane of first cleavage runs close to the animal-vegetal axis of the fertilized oocyte (meridional cleavage); and the other model proposing that each blastomere contains variable proportions of animal and vegetal materials because the plane of the first cleavage can vary - up to an equatorial orientation - depending on the topology of fertilization. Therefore, we imposed the fertilization site in three distinct regions of mouse oocytes (animal pole, vegetal pole, equator) via ICSI. After the first zygotic cleavage, the sister blastomeres were dissociated and subjected to single-cell transcriptome analysis, keeping track of the original pair associations. Non-supervised hierarchical clustering revealed that the frequency of correct pair matches varied with the fertilization site (vegetal pole > animal pole > equator), thereby, challenging the first model of balanced partitioning. However, the inter-blastomere differences had similar signatures of gene ontology across the three groups, thereby, also challenging the competing model of variable partitioning. These conflicting observations could be reconciled if animal and vegetal materials were partitioned at the first cleavage: an event considered improbable and possibly deleterious in mammals. We tested this occurrence by keeping the fertilized oocytes immobilized from the time of ICSI until the first cleavage. Image analysis revealed that cleavage took place preferentially along the short (i.e. equatorial) diameter of the oocyte, thereby partitioning the animal and vegetal materials into the two-cell blastomeres. Our results point to a simple mechanism by which the two sister blastomeres start out as different, rather than becoming different.
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Affiliation(s)
- Thomas Nolte
- Department of Cell and Tissue Dynamics, Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Reza Halabian
- Institute of Bioinformatics, Faculty of Medicine, University of Münster, Münster, Germany
| | - Steffen Israel
- Department of Cell and Tissue Dynamics, Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Chiba, Japan
| | - Roberto A Avelar
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | - Daniel Palmer
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | - Georg Fuellen
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | - Wojciech Makalowski
- Institute of Bioinformatics, Faculty of Medicine, University of Münster, Münster, Germany
| | - Michele Boiani
- Department of Cell and Tissue Dynamics, Max Planck Institute for Molecular Biomedicine, Münster, Germany
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Martin-Pelaez S, Fuente ADL, Takahashi K, Perez IT, Orozco J, Okada CTC, Neto CR, Meyers S, Dini P. IVF with frozen-thawed sperm after prolonged capacitation yields comparable results to ICSI in horses: A morphokinetics study. Theriogenology 2025; 232:39-45. [PMID: 39504869 DOI: 10.1016/j.theriogenology.2024.10.032] [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: 10/08/2024] [Revised: 10/30/2024] [Accepted: 10/31/2024] [Indexed: 11/08/2024]
Abstract
Intracytoplasmic sperm injection (ICSI) is the current clinical practice for the in vitro production of equine embryos. The use of conventional fertilization methods such as in vitro fertilization (IVF), has historically been associated with poor success in horses. However, recent improvements have led to better outcomes with IVF, though only when using fresh semen, which limits its use in clinical practice. IVF remains in its infancy in equine reproduction, and several unknowns remain about the technique. One significant gap in knowledge concerns the morphokinetics of IVF embryos and how they differ from their ICSI counterparts. To address this, we performed IVF using frozen-thawed sperm from five different stallions following sperm selection and a prolonged capacitation period of 10 h, on a total of 109 oocytes. We then analyzed the cleavage rate (cleaved/initial oocytes), blastocyst rate (blastocyst/initial zygotes), and blastocyst development (blastocyst/cleaved zygotes) of the IVF cycles, and compared them with those of the clinical ICSI cycles during the same period. We also evaluated time-lapse images of the developed embryos to assess developmental time points such as time to morula compaction and blastocyst expansion, as well as morula and blastocyst sizes. Overall, developmental rates were not different between IVF and ICSI cycles (blastocyst rate 41.1 % IVF and 41.8 % ICSI, p > 0.05). However, development proceeded faster in IVF cycles (blastocyst expansion IVF 155.5 ± 18.5 h; ICSI 167.2 ± 19.6 h; p < 0.05) and IVF embryos were also larger (blastocyst area IVF 22608 ± 2857 μm2; ICSI 20806 ± 1505 μm2; p < 0.05). The faster development and larger size might suggest a more advanced developmental stage. The implications of these findings need to be further evaluated to assess their association with pregnancy potential. The successful developmental rates achieved in IVF cycles demonstrate the potential of this technique for clinical application, although the amount of frozen-thawed semen required is significantly higher in IVF than in ICSI, which is an important consideration for mare and stallion owners. Nonetheless, the use of frozen-thawed semen in equine IVF, coupled with comparable blastocyst rate, presents promising potential for broader clinical adoption of the IVF technique.
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Affiliation(s)
- Soledad Martin-Pelaez
- Departments of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Alejandro de la Fuente
- Departments of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Kazuki Takahashi
- Departments of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Itzel Tirado Perez
- Departments of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Jazmin Orozco
- Departments of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Carolina T C Okada
- Anatomy, Physiology, & Cell Biology, School of Veterinary Medicine, University of California, Davis, CA, USA
| | | | - Stuart Meyers
- Anatomy, Physiology, & Cell Biology, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Pouya Dini
- Departments of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA.
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Yang Y, Wu X, Pan Y, Wang Y, Lian X, Dong C, Liu W, Wang S, Lei Y. Collagen Hydrogel Tube Microbioreactors for Cell and Tissue Manufacturing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.08.631570. [PMID: 39829742 PMCID: PMC11741382 DOI: 10.1101/2025.01.08.631570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
The production of mammalian cells in large quantities is essential for various applications. However, scaling up cell culture using existing bioreactors poses significant technical challenges and high costs. To address this, we previously developed an innovative 3D culture system, known as the AlgTube cell culture system, for high-density cell cultivation. This system involves processing cells into microscale alginate hydrogel tubes, which are suspended in the culture medium within a vessel. These hydrogel tubes shield cells from hydrodynamic stress and maintain the cell mass below 400 µm in diameter, facilitating efficient mass transport and creating a favorable microenvironment for cell growth. Under optimized conditions, AlgTubes supported long-term culture with high cell viability, rapid expansion (1000-fold increase over 9 days per passage), and high yield (5×10⁸ cells/mL), offering significant advantages over conventional methods. Despite these benefits, AlgTubes have critical drawbacks. They are mechanically fragile, with frequent breakage during culture leading to cell leakage and production failures. Additionally, many cell types exhibit poor growth due to the inability to adhere to the alginate surface, making alginate hydrogel microtubes unsuitable for industrial-scale cell production. To overcome these challenges, we developed a novel collagen hydrogel tube-based microbioreactor system in this work. This system provides enhanced robustness and adhesion, enabling scalable, cost-effective, and efficient cell production for a wide range of applications.
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9
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Liu HJ, Oh SJWY, Tay NL, Lim CY, Hsu CD, Chua DHH, Teo WKL, Loh YH, Ng SC. Morphokinetic Analyses of Fishing Cat-Domestic Cat Interspecies Somatic Cell Nuclear Transfer Embryos Through A Time-Lapse System. Animals (Basel) 2025; 15:148. [PMID: 39858147 PMCID: PMC11758314 DOI: 10.3390/ani15020148] [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: 12/06/2024] [Revised: 12/30/2024] [Accepted: 01/03/2025] [Indexed: 01/27/2025] Open
Abstract
A time-lapse live embryo monitoring system provides a powerful approach to recording dynamic developmental events of cultured embryos in detail. By obtaining continuous short-interval images, blastocyst formation can be predicted and embryos can be selected. The objective of this study was to investigate the morphokinetic parameters of fishing cat-domestic cat interspecies somatic cell nuclear transfer (iSCNT) embryos from one-cell to blastocyst stages, and in particular, the cleavage patterns of the first division in iSCNT and IVF embryos, as these play a central role in euploidy. Domestic cat in vitro fertilization (IVF) embryos were set up as controls. The results show that morula and blastocyst development rates were significantly lower in the iSCNT embryos compared to their IVF counterparts. All earlier time points of embryonic development before the onset of blastulation in the iSCNT embryos were significantly delayed when compared with their IVF counterparts. In iSCNT, normal embryos (defined as those that developed to the blastocyst stage) took a longer time to reach the morula stage, and these morulas were more likely to undergo compaction, compared to their arrested embryo counterparts. Direct cleavage in the first division is a morphological aberration, and was seen with greater prevalence in iSCNT embryos than control IVF embryos; these aberrant embryos displayed a significantly lower blastocyst development rate than embryos that had undergone normal cleavage. In conclusion, the morphokinetic parameters of fishing cat-domestic cat iSCNT embryos at early stages could be used to predict their potential for development to the blastocyst stage. A time-lapse imaging system is potentially a powerful tool for selecting early embryos with developmental potential for transfer, and hence, for improving feline iSCNT efficiency.
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Affiliation(s)
- Hai-Jun Liu
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
| | - Serena Jocelyn Wai Yin Oh
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
| | - Nicole Liling Tay
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
| | - Christina Yingyan Lim
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
| | - Chia-Da Hsu
- Mandai Wildlife Group, 80 Mandai Lake Road, Singapore 729826, Singapore; (C.-D.H.); (D.H.H.C.)
| | - Delia Hwee Hoon Chua
- Mandai Wildlife Group, 80 Mandai Lake Road, Singapore 729826, Singapore; (C.-D.H.); (D.H.H.C.)
| | - Winnie Koon Lay Teo
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
| | - Yuin-Han Loh
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
- Cell Fate Engineering and Therapeutics Laboratory, Cell Biology and Therapies Division, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore 117543, Singapore
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore
- NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
| | - Soon Chye Ng
- Endangered Species Conservation via Assisted Reproduction (ESCAR) Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; (H.-J.L.); (S.J.W.Y.O.); (N.L.T.); (C.Y.L.); (W.K.L.T.); (Y.-H.L.)
- Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119074, Singapore
- Sincere Healthcare Group, 8 Sinaran Drive, Singapore 307470, Singapore
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Hassan S, Ashraf N, Hanif K, Khan NU. Subcortical Maternal Complex in Female Infertility: A Transition from Animal Models to Human Studies. Mol Biol Rep 2025; 52:108. [PMID: 39775990 DOI: 10.1007/s11033-025-10220-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: 10/15/2024] [Accepted: 01/02/2025] [Indexed: 01/11/2025]
Abstract
Female infertility is a significant healthcare burden that is frequently encountered among couples globally. While environmental factors, comorbidities, and lifestyle determine reproductive health, certain genetic variants in key reproductive genes can potentially cause unsuccessful pregnancies. Such crucial proteins have been identified within the subcortical maternal complex (SCMC) and play an integral role in the early stages of embryogenesis before embryo implantation. SCMC proteins are associated with crucial pathways during embryogenesis, causing changes that are necessary for the transition of an oocyte to an embryo. These vital processes include the formation of cytoplasmic spindles and lattices, accurate positioning of meiotic spindles, regulatory roles in various gene translations, organelle redistribution, and zygotic genome reprogramming. While these genes are well studied in animal models, often mice, translation to clinical studies is comparatively less. The present study elucidates the transition in genetic studies from animal to human models of SCMC proteins. The present literature review shows that the expression of various SCMC proteins impairs embryo development at different stages. The clinical translation of SCMC occurs via various pathways. Therefore, females experiencing multiple unsuccessful pregnancies after natural or assisted conception techniques are candidates for underlying SCMC mutations. Although the phenotype of affected individuals has been identified, the molecular mechanisms that lead to impaired pathways still require investigation. Therefore, the present study paves the way for future research leading to the early diagnosis of lethal variants and possible subsequent management.
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Affiliation(s)
- Sibte Hassan
- Reproductive Medicine Physician SEHA Corniche Hospital, Abu Dhabi, UAE.
| | - Nomia Ashraf
- Department of obstetrics and gynaecology, Fatima Jinnah Medical University Lahore, Lahore, Pakistan
| | - Khola Hanif
- Genova Invitro Fertilization Clinic Lahore, Lahore, Pakistan
| | - Najeeb Ullah Khan
- Institute of Biotechnology and Genetic Engineering, The University of Agriculture, Peshawar, Pakistan.
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11
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Coticchio G, Marchio L, Bartolacci A, Cimadomo D, Zacà C, Lagalla C, Tarozzi N, Borini A, Rienzi L. Delays in the final stages of fertilization are strongly associated with trichotomous cytokinesis and cleavage arrest. J Assist Reprod Genet 2025; 42:107-114. [PMID: 39607653 PMCID: PMC11806123 DOI: 10.1007/s10815-024-03330-3] [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: 08/05/2024] [Accepted: 11/14/2024] [Indexed: 11/29/2024] Open
Abstract
PURPOSE Recent evidence showed that the phase between pronuclear fading and the first cleavage is a perilous bridge connecting the zygote and the embryo. Indeed, delay in the short interval between pronuclear breakdown (PNBD) and the first cytokinesis may result in chromosome segregation errors. We tested the hypothesis that delays in this final phase of fertilization are associated with a detrimental impact on embryo development. METHODS This is a retrospective study of 1315 zygotes cultured using time lapse technologies generated in 205 first ICSI-cycles. RESULTS We observed an association between increasing times of the pronuclear fading-first cleavage interval (t2-tPNf) and the rates of trichotomous/direct unequal cleavage at the first (DUC-1) and second (DUC-2) mitotic cycle. Moreover, we observed a reduced blastulation rate. No significant associations were observed between rates of direct unequal cleavage at the third mitotic cycle (DUC-3) and top-quality blastocysts, euploidy, and live births. To evaluate whether the interval t2-tPNf could have a predictive value for the onset of DUC-1 and DUC-2, ROC curve analyses were performed. The area under the curve values obtained for DUC-1 showed a significant prediction accuracy. The best cut-offs to identify zygotes with a high risk of DUC-1 and DUC-2 occurrence were t2-tPNf > 2.78 (hours) and t2-tPNf > 2.50 (hours), respectively. CONCLUSION Delay in the short interval between PNBD and the first cytokinesis result in trichotomous cleavage and early developmental arrest. However, if the embryos reach the blastocyst stage, rates of euploidy and live birth do not appear to be compromised.
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Affiliation(s)
| | | | - Alessandro Bartolacci
- IVIRMA Global Research Alliance, 9.Baby, Bologna, Italy
- Obstetrics and Gynaecology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Danilo Cimadomo
- IVIRMA Global Research Alliance, GENERA, Clinica Valle Giulia, Rome, Italy
| | - Carlotta Zacà
- IVIRMA Global Research Alliance, 9.Baby, Bologna, Italy
| | | | | | - Andrea Borini
- IVIRMA Global Research Alliance, 9.Baby, Bologna, Italy
| | - Laura Rienzi
- IVIRMA Global Research Alliance, GENERA, Clinica Valle Giulia, Rome, Italy
- Department of Biomolecular Sciences, University of Urbino "Carlo Bo", Urbino, Italy
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12
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Rey L, Barberet J, Jonval L, Adam C, Guilleman M, Amblot C, Cavalieri M, Roux I, Faure AS, Fauque P. Could cleaved embryo morphology and morphokinetics be associated with prenatal and neonatal outcomes? J Assist Reprod Genet 2025; 42:139-151. [PMID: 39786529 PMCID: PMC11806173 DOI: 10.1007/s10815-024-03385-2] [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: 08/26/2024] [Accepted: 12/26/2024] [Indexed: 01/12/2025] Open
Abstract
PURPOSE To evaluate if morphology and morphokinetics of cleaved embryos affect prenatal and perinatal outcomes. METHODS This retrospective cohort study included 734 single fresh embryo transfer (SET) from ICSI from January 2014 to December 2020 at the Dijon University Hospital. Using time-lapse technology, embryos were defined as TOP or non-TOP according to morphological/morphokinetic criteria. Linear regression, adjusted for maternal factors, explored the association between cleaved-embryo quality and implantation rate, miscarriage rate, live birth rate, term, birthweight, and birthweight Z-score. RESULTS Multivariate analyses showed that non-implanted embryos were significantly more often out of the interquartile range than implanted embryos for cell events t2 (p = 0.019), t3 (p = 0.038), t4 (p = 0.013), ECC1 (p = 0.047), and ECC2 (p = 0.001). After implantation, the morphokinetics was significantly different for non-TOP embryos ending in miscarriage or live birth. A significant high risk of miscarriage was found for embryos with a short or long ECC1 (3.27 [95% CI: 1.44;8.37]. There was no significant difference in birthweight, birthweight Z-score, or term between TOP and non-TOP embryos. An association with increased birthweight was observed in multivariate analysis for pronuclei appearance (tPNa) (p = 0.001out of the range. Late tPNa was associated with a higher birthweight Z-score (p < 0.0001) while late pronuclei disappearance (tPNf) was associated with a lower Z-score (p = 0.006). CONCLUSION Morphological and morphokinetic parameters significantly influence implantation rates and the likelihood of a live birth from embryos with non-optimal morphological features. Birthweight Z-scores were significantly higher with late tPNa and lower with late tPNf.
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Affiliation(s)
- Lucie Rey
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
| | - Julie Barberet
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
- UMR1231, INSERM, Université de Bourgogne Franche Comté, 21000, Dijon, France
| | | | - Cécile Adam
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
| | - Magali Guilleman
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
| | - Céline Amblot
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
| | - Mathilde Cavalieri
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
| | - Isabelle Roux
- Service AMP-Biologique, Institut de La Fertilité, Hôpital François Mitterrand- Université de Bourgogne, Dijon, France
| | | | - Patricia Fauque
- APHP Centre, Faculty of Medicine, Université Paris Cité, 75014, Paris, France.
- Reproductive Laboratory, Centre Hospitalier Universitaire (CHU) Cochin, 75014, Paris, France.
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13
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Jiang R, Yang G, Wang H, Fang J, Hu J, Zhang T, Kong Y, Wu Z, Huang X, Qi L, Song N, Song W, Jin H, Yao G. Exploring key embryonic developmental morphokinetic parameters that affect clinical outcomes during the PGT cycle using time-lapse monitoring systems. BMC Pregnancy Childbirth 2024; 24:870. [PMID: 39732641 DOI: 10.1186/s12884-024-07080-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: 02/25/2024] [Accepted: 12/17/2024] [Indexed: 12/30/2024] Open
Abstract
RESEARCH QUESTION Is it possible to predict blastocyst quality, embryo chromosomal ploidy, and clinical pregnancy outcome after single embryo transfer from embryo developmental morphokinetic parameters? DESIGN The morphokinetic parameters of 1011 blastocysts from 227 patients undergoing preimplantation genetic testing were examined. Correlations between the morphokinetic parameters and the quality of blastocysts, chromosomal ploidy, and clinical pregnancy outcomes following the transfer of single blastocysts were retrospectively analyzed. RESULTS The morphokinetic parameters of embryos in the high-quality blastocyst group were significantly shorter than those in the low-quality blastocyst group (p < 0.05). In contrast, the CC2 time was significantly prolonged (p < 0.05). On chromosomal analysis of biopsy blastocysts nourished by trophectoderm cells, in comparison to euploid embryos, aneuploid embryos exhibited significant extensions in tPNa, S3, tSC, tM, tSB, and tB (p < 0.05), with a simultaneous significant reduction in CC2 time (p < 0.05). After adjusting for age and body mass index through logistic regression analysis, late morphokinetic parameters, namely tM (OR 0.96; 95% CI 0.93-0.99), tSB (OR 0.94; 95% CI 0.90-0.97), and tB (OR 0.93; 95% CI 0.90-0.97), emerged as independent risk factors influencing the development of embryos into high-quality blastocysts. S3 (< 12.01 h), t8 (< 62.48 h), and tPB2 (< 3.36 h) were potential predictors of a successful clinical pregnancy after blastocyst transfer. CONCLUSION Morphokinetic parameters showed correlations with blastocyst quality, chromosomal status, and clinical pregnancy outcomes post-transfer, making them effective predictors for clinical results. Embryos with relatively rapid development tended to exhibit better blastocyst quality, chromosomal ploidy, and improved clinical pregnancy outcomes. The late morphokinetic parameter, S3, demonstrated a strong predictive effect on blastocyst quality, chromosomal ploidy, and clinical pregnancy outcomes.
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Affiliation(s)
- Ran Jiang
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Guang Yang
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Huihui Wang
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Junnan Fang
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Jingyi Hu
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Tongwei Zhang
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Yue Kong
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Zhaoting Wu
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Xianju Huang
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Lin Qi
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Ning Song
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Wenyan Song
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Haixia Jin
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China
| | - Guidong Yao
- Reproductive Medical Center, Henan Province Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Erqi District, Zhengzhou, China.
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14
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Hostler AC, Hahn WW, Hu MS, Rennert R, Fischer KS, Barrera JA, Duscher D, Januszyk M, Henn D, Sivaraj D, Yasmeh JP, Kussie HC, Granoski MB, Padmanabhan J, Vial IN, Riegler J, Wu JC, Longaker MT, Chen K, Maan ZN, Gurtner GC. Endothelial-specific CXCL12 regulates neovascularization during tissue repair and tumor progression. FASEB J 2024; 38:e70210. [PMID: 39698751 DOI: 10.1096/fj.202401307r] [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: 07/02/2024] [Revised: 11/08/2024] [Accepted: 11/18/2024] [Indexed: 12/20/2024]
Abstract
C-X-C motif chemokine ligand 12 (CXCL12; Stromal Cell-Derived Factor 1 [SDF-1]), most notably known for its role in embryogenesis and hematopoiesis, has been implicated in tumor pathophysiology and neovascularization. However, its cell-specific role and mechanism of action have not been well characterized. Previous work by our group has demonstrated that hypoxia-inducible factor (HIF)-1 modulates downstream CXCL12 expression following ischemic tissue injury. By utilizing a conditional CXCL12 knockout murine model, we demonstrate that endothelial-specific deletion of CXCL12 (eKO) modulates ischemic tissue survival, altering tissue repair and tumor progression without affecting embryogenesis and morphogenesis. Loss of endothelial-specific CXCL12 disrupts critical endothelial-fibroblast crosstalk necessary for stromal growth and vascularization. Using murine parabiosis with novel transcriptomic technologies, we demonstrate that endothelial-specific CXCL12 signaling results in downstream recruitment of non-inflammatory circulating cells, defined by neovascularization modulating genes. These findings indicate an essential role for endothelial-specific CXCL12 expression during the neovascular response in tissue injury and tumor progression.
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Affiliation(s)
- Andrew C Hostler
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
| | - William W Hahn
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
| | - Michael S Hu
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Robert Rennert
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Katharina S Fischer
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Janos A Barrera
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Dominik Duscher
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Michael Januszyk
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Dominic Henn
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Dharshan Sivaraj
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Jonathan P Yasmeh
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
| | - Hudson C Kussie
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
| | - Maia B Granoski
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
| | - Jagannath Padmanabhan
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Ivan N Vial
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Johannes Riegler
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
| | - Joseph C Wu
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, California, USA
| | - Michael T Longaker
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Kellen Chen
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Zeshaan N Maan
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
| | - Geoffrey C Gurtner
- Department of Surgery, The University of Arizona College of Medicine, Tucson, Arizona, USA
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University School of Medicine, Palo Alto, California, USA
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15
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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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16
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Cambiasso MY, Romanato M, Gotfryd L, Valzacchi GR, Calvo L, Calvo JC, Fontana VA. Sperm histone modifications may predict success in human assisted reproduction: a pilot study. J Assist Reprod Genet 2024; 41:3147-3159. [PMID: 39419944 PMCID: PMC11621280 DOI: 10.1007/s10815-024-03280-w] [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: 04/29/2024] [Accepted: 09/27/2024] [Indexed: 10/19/2024] Open
Abstract
PURPOSE Currently, assisted reproduction clinics employ various sperm selection techniques to identify the best sperm for fertilization. However, these techniques may not assess crucial sperm traits that can substantially impact embryonic quality. To address this, we propose analyzing diverse histone modifications as potential markers of sperm functionality and success in assisted reproduction techniques. METHODS Cross-sectional pilot study including infertile male patients attending an infertility clinic in CABA, Argentina between April and August 2019 was performed. We used immunofluorescence techniques to evaluate post-translational modifications of histones in sperm and established correlations with in vitro fertilization outcome and embryo quality. RESULTS Our findings indicate a negative correlation between H3K4me3 and H3K4me2 marks and fertilization rate and showed a positive correlation of this parameter with H3K9me mark. In addition, there was a positive correlation between H3K27me3 and good embryo quality. CONCLUSIONS This pilot study proposes a non-invasive strategy to predict embryo quality by analyzing spermatozoa prior to fertilization. The assessment of histone post-translational modifications in sperm samples could provide useful information for the recognition of epigenetic marks that could predict the health of the embryo of an assisted fertilization treatment.
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Affiliation(s)
- M Y Cambiasso
- CONICET, Instituto de Biología y Medicina Experimental (IBYME), Vuelta de Obligado 2490, C1428ADN, Buenos Aires, Argentina.
| | - M Romanato
- CONICET, Instituto de Biología y Medicina Experimental (IBYME), Vuelta de Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - L Gotfryd
- CONICET, Instituto de Biología y Medicina Experimental (IBYME), Vuelta de Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | | | - L Calvo
- CONICET, Instituto de Biología y Medicina Experimental (IBYME), Vuelta de Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - J C Calvo
- CONICET, Instituto de Biología y Medicina Experimental (IBYME), Vuelta de Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - V A Fontana
- CONICET, Instituto de Biología y Medicina Experimental (IBYME), Vuelta de Obligado 2490, C1428ADN, Buenos Aires, Argentina.
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17
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Al-Ali H, Baig A, Alkhanjari RR, Murtaza ZF, Alhajeri MM, Elbahrawi R, Abdukadir A, Bhamidimarri PM, Kashir J, Hamdan H. Septins as key players in spermatogenesis, fertilisation and pre-implantation embryogenic cytoplasmic dynamics. Cell Commun Signal 2024; 22:523. [PMID: 39468561 PMCID: PMC11514797 DOI: 10.1186/s12964-024-01889-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: 08/22/2024] [Accepted: 10/10/2024] [Indexed: 10/30/2024] Open
Abstract
Septins are a family of cytokinesis-related proteins involved in regulating cytoskeletal design, cell morphology, and tissue morphogenesis. Apart from cytokinesis, as a fourth component of cytoskeleton, septins aid in forming scaffolds, vesicle sorting and membrane stability. They are also known to be involved in the regulation of intracellular calcium (Ca2+) via the STIM/Orai complex. Infertility affects ~ 15% of couples globally, while male infertility affects ~ 7% of men. Global pregnancy and live birth rates following fertility treatment remain relatively low, while there has been an observable decline in male fertility parameters over the past 60 years. Low fertility treatment success can be attributed to poor embryonic development, poor sperm parameters and fertilisation defects. While studies from the past few years have provided evidence for the role of septins in fertility related processes, the functional role of septins and its related complexes in cellular processes such as oocyte activation, fertilization, and sperm maturation are not completely understood. This review summarizes the available knowledge on the role of septins in spermatogenesis and oocyte activation via Ca2+ regulation, and cytoskeletal dynamics throughout pre-implantation embryonic development. We aim to identify the currently less known mechanisms by which septins regulate these immensely important mechanisms with a view of identifying areas of investigation that would benefit our understanding of cell and reproductive biology, but also provide potential avenues to improve current methods of fertility treatment.
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Affiliation(s)
- Hana Al-Ali
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Amna Baig
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Rayyah R Alkhanjari
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Zoha F Murtaza
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Maitha M Alhajeri
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Rawdah Elbahrawi
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Azhar Abdukadir
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Poorna Manasa Bhamidimarri
- Department of Biological Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates
| | - Junaid Kashir
- Department of Biological Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates.
- Center for Biotechnology, Khalifa University, 127788, Abu Dhabi, United Arab Emirates.
| | - Hamdan Hamdan
- Department of Biological Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, 127788, United Arab Emirates.
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18
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Kalo D, Yaacobi-Artzi S, Manovich S, Michaelov A, Komsky-Elbaz A, Roth Z. Environmental Stress-Induced Alterations in Embryo Developmental Morphokinetics. J Xenobiot 2024; 14:1613-1637. [PMID: 39449428 PMCID: PMC11503402 DOI: 10.3390/jox14040087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 10/13/2024] [Accepted: 10/18/2024] [Indexed: 10/26/2024] Open
Abstract
The association between embryo morphokinetics and its developmental competence is well documented. For instance, early cleaved embryos are more competent in developing to blastocysts, whereas the proportion of abnormally cleaved embryos that further developed to blastocysts is low. Numerous factors, such as the parental age, lifestyle, health, and smoking habits have been reported to affect the embryo morphokinetics and, consequently, its development. However, less is known about the effect of environmental stressors on embryo morphokinetics. The current review discusses the effect of the most concerning environmental stressors on embryo morphokinetics. These stresses include heat stress and human-made chemicals such as phthalates (e.g., bis-(2-ethylhexyl phthalate, dibutyl phthalate, dimethyl phthalate, and their primary metabolites), herbicides (e.g., diaminochlorotriazine, the primary metabolite of atrazine), pharmaceutical compounds (e.g., carbamazepine, nocodazole) and pro-oxidant agents (cumene hydroperoxide, Triton X-100), as well as naturally occurring toxins such as mycotoxin (e.g., aflatoxin B1 and its metabolite, and ochratoxin A). In addition, this review discusses the effect of ionizing or non-ionizing radiation and viral infections (e.g., SARS-CoV-2, papillomavirus). Finally, it points out some potential mechanisms that underlie the impairment of embryo morphokinetics, and it suggests protective compounds, mainly the supplementation of antioxidants to improve the morphokinetics, and consequently, the embryo developmental competence.
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Affiliation(s)
| | | | | | | | | | - Zvi Roth
- Department of Animal Sciences, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University, Rehovot 7610001, Israel; (D.K.)
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19
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Zhang L, Zhang Y, Sun H. Protein Modifications During Early Embryo Development. Am J Reprod Immunol 2024; 92:e70007. [PMID: 39460606 DOI: 10.1111/aji.70007] [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: 05/28/2024] [Revised: 08/18/2024] [Accepted: 10/14/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND Infertility is a global reproductive health burden. Assisted reproductive technologies (ARTs) have been widely used to help patients become pregnant. Few embryos develop to the blastocyst stage with ARTs, leading to relatively low live birth rates. Protein modifications play crucial roles in nearly every aspect of cell biology, including reproductive processes. The aim of this study was to explore the characteristics of protein modifications during embryonic development. METHODS Proteomic data from humans and mice were acquired from the integrated proteome resources (iProX) of ProteomeXchange (PXD024267) and a tandem mass tag (TMT)-mass spectrometry dataset. Gene ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were applied for functional annotation. Protein-protein interactions (PPIs) of the modification-related genes were revealed by the STRING database. Modified proteins during mouse embryogenesis were visualized through heatmaps of hierarchically clustering using k-means. RESULTS We identified modification-related proteins in human embryo development and characterized them through heatmaps, GO analysis, KEGG analysis, and PPI network analysis. We found that the 4-cell stage to the 8-cell stage might be the demarcation period for modification-related protein expression patterns during embryo development. Using quantitative mass spectrometry, we elucidated the methylation, acetylation, and ubiquitination events that occur during mouse embryogenesis to validate our findings in human embryonic development to some extent. CONCLUSIONS The results of our study suggest that the posttranslational modifications (PTMs) of human preimplantation embryos might exhibit the same trends as those in mice to exert synergistic and fine-tuned regulatory effects during embryonic development.
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Affiliation(s)
- Le Zhang
- Center for Reproductive Medicine, the Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Yanbing Zhang
- Center for Reproductive Medicine, the Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Hailong Sun
- Center for Reproductive Medicine, the Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
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20
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Yang L, Leynes C, Pawelka A, Lorenzo I, Chou A, Lee B, Heaney JD. Machine learning in time-lapse imaging to differentiate embryos from young vs old mice†. Biol Reprod 2024; 110:1115-1124. [PMID: 38685607 PMCID: PMC11180621 DOI: 10.1093/biolre/ioae056] [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: 11/24/2023] [Revised: 02/15/2024] [Accepted: 04/05/2024] [Indexed: 05/02/2024] Open
Abstract
Time-lapse microscopy for embryos is a non-invasive technology used to characterize early embryo development. This study employs time-lapse microscopy and machine learning to elucidate changes in embryonic growth kinetics with maternal aging. We analyzed morphokinetic parameters of embryos from young and aged C57BL6/NJ mice via continuous imaging. Our findings show that aged embryos accelerated through cleavage stages (from 5-cells) to morula compared to younger counterparts, with no significant differences observed in later stages of blastulation. Unsupervised machine learning identified two distinct clusters comprising of embryos from aged or young donors. Moreover, in supervised learning, the extreme gradient boosting algorithm successfully predicted the age-related phenotype with 0.78 accuracy, 0.81 precision, and 0.83 recall following hyperparameter tuning. These results highlight two main scientific insights: maternal aging affects embryonic development pace, and artificial intelligence can differentiate between embryos from aged and young maternal mice by a non-invasive approach. Thus, machine learning can be used to identify morphokinetics phenotypes for further studies. This study has potential for future applications in selecting human embryos for embryo transfer, without or in complement with preimplantation genetic testing.
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Affiliation(s)
- Liubin Yang
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, Texas, USA
- Division of Reproductive Endocrinology and Infertility, Division of Reproductive Sciences, Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, Connecticut, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Carolina Leynes
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Ashley Pawelka
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Isabel Lorenzo
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Andrew Chou
- Pain Research, Informatics, Multi-morbidities, and Education (PRIME) Center, VA Connecticut Healthcare System, West Haven, Connecticut, USA
- Section of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Brendan Lee
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Jason D Heaney
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
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21
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Kashir J, Mistry BV, Rajab MA, BuSaleh L, Abu-Dawud R, Ahmed HA, Alharbi S, Nomikos M, AlHassan S, Coskun S, Assiri AM. The mammalian sperm factor phospholipase C zeta is critical for early embryo division and pregnancy in humans and mice. Hum Reprod 2024; 39:1256-1274. [PMID: 38670547 PMCID: PMC11145019 DOI: 10.1093/humrep/deae078] [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: 09/28/2023] [Revised: 03/13/2024] [Indexed: 04/28/2024] Open
Abstract
STUDY QUESTION Are sperm phospholipase C zeta (PLCζ) profiles linked to the quality of embryogenesis and pregnancy? SUMMARY ANSWER Sperm PLCζ levels in both mouse and humans correlate with measures of ideal embryogenesis whereby minimal levels seem to be required to result in successful pregnancy. WHAT IS KNOWN ALREADY While causative factors underlying male infertility are multivariable, cases are increasingly associated with the efficacy of oocyte activation, which in mammals occurs in response to specific profiles of calcium (Ca2+) oscillations driven by sperm-specific PLCζ. Although sperm PLCζ abrogation is extensively linked with human male infertility where oocyte activation is deficient, less is clear as to whether sperm PLCζ levels or localization underlies cases of defective embryogenesis and failed pregnancy following fertility treatment. STUDY DESIGN, SIZE, DURATION A cohort of 54 couples undergoing fertility treatment were recruited at the assisted reproductive technology laboratory at the King Faisal Hospital and Research Centre, Riyadh, Kingdom of Saudi Arabia. The recruitment criteria for males was a minimum sperm concentration of 5×106 sperm/ml, while all female patients had to have at least five oocytes. Sperm PLCζ analysis was performed in research laboratories, while semen assessments were performed, and time-lapse morphokinetic data were obtained, in the fertility clinic as part of routine treatment. The CRISPR/Cas9 system was concurrently used to induce indels and single-nucleotide mutations within the Plcζ gene to generate strains of Plcζ mutant mice. Sperm PLCζ was evaluated using immunofluorescence and immunoblotting with an antibody of confirmed consistent specificity against PLCζ. PARTICIPANTS/MATERIALS, SETTING, METHODS We evaluated PLCζ profiles in sperm samples from 54 human couples undergoing fertility treatment in the context of time-lapse morphokinetic analysis of resultant embryos, correlating such profiles to pregnancy status. Concurrently, we generated two strains of mutant Plcζ mice using CRISPR/Cas9, and performed IVF with wild type (WT) oocytes and using WT or mutant Plcζ sperm to generate embryos. We also assessed PLCζ status in WT and mutant mice sperm in the context of time-lapse morphokinetic analysis and breeding outcomes. MAIN RESULTS AND THE ROLE OF CHANCE A significant (P ≤ 0.05) positive relationship was observed between both PLCζ relative fluorescence and relative density with the times taken for both the second cell division (CC2) (r = 0.26 and r = 0.43, respectively) and the third cell division (S2) (r = 0.26). Examination of localization patterns also indicated significant correlations between the presence or absence of sperm PLCζ and CC2 (r = 0.27 and r = -0.27, respectively; P ≤ 0.025). Human sperm PLCζ levels were at their highest in the ideal times of CC2 (8-12 h) compared to time ranges outside the ideal timeframe (<8 and >12 h) where levels of human sperm PLCζ were lower. Following assignment of PLCζ level thresholds, quantification revealed a significantly higher (P ≤ 0.05) rate of successful pregnancy in values larger than the assigned cut-off for both relative fluorescence (19% vs 40%, respectively) and relative density (8% vs 54%, respectively). Immunoblotting indicated a single band for PLCζ at 74 kDa in sperm from WT mice, while a single band was also observed in sperm from heterozygous of Plcζ mutant mouse sperm, but at a diminished intensity. Immunofluorescent analysis indicated the previously reported (Kashir et al., 2021) fluorescence patterns in WT sperm, while sperm from Plcζ mutant mice exhibited a significantly diminished and dispersed pattern at the acrosomal region of the sperm head. Breeding experiments indicated a significantly reduced litter size of mutant Plcζ male mice compared to WT mice, while IVF-generated embryos using sperm from mutant Plcζ mice exhibited high rates of polyspermy, and resulted in significantly reduced numbers of these embryos reaching developmental milestones. LIMITATIONS, REASONS FOR CAUTION The human population examined was relatively small, and should be expanded to examine a larger multi-centre cohort. Infertility conditions are often multivariable, and it was not possible to evaluate all these in human patients. However, our mutant Plcζ mouse experiments do suggest that PLCζ plays a significant role in early embryo development. WIDER IMPLICATIONS OF THE FINDINGS We found that minimal levels of PLCζ within a specific range were required for optimal early embryogenesis, correlating with increased pregnancy. Levels of sperm PLCζ below specific thresholds were associated with ineffective embryogenesis and lower pregnancy rates, despite eliciting successful fertilization in both mice and humans. To our knowledge, this represents the first time that PLCζ levels in sperm have been correlated to prognostic measures of embryogenic efficacy and pregnancy rates in humans. Our data suggest for the first time that the clinical utilization of PLCζ may stand to benefit not just a specific population of male infertility where oocyte activation is completely deficient (wherein PLCζ is completely defective/abrogated), but also perhaps the larger population of couples seeking fertility treatment. STUDY FUNDING/COMPETING INTEREST(S) J.K. is supported by a faculty start up grant awarded by Khalifa University (FSU-2023-015). This study was also supported by a Healthcare Research Fellowship Award (HF-14-16) from Health and Care Research Wales (HCRW) to J.K., alongside a National Science, Technology, and Innovation plan (NSTIP) project grant (15-MED4186-20) awarded by the King Abdulaziz City for Science and Technology (KACST) for J.K. and A.M.A. The authors declare no conflicts of interest. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Junaid Kashir
- Department of Biological Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Bhavesh V Mistry
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Mohamed A Rajab
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Lujain BuSaleh
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - Raed Abu-Dawud
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- Institute for Molecular Medicine, MSH Medical School, Hamburg, Germany
| | - Hala A Ahmed
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Sarah Alharbi
- Department of Pathology and Laboratory Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Michail Nomikos
- College of Medicine, QU Health, Qatar University, Doha, Qatar
| | - Saad AlHassan
- Department of Obstetrics and Gynaecology, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Serdar Coskun
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Department of Pathology and Laboratory Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Abdullah M Assiri
- Department of Comparative Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
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22
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Nemerovsky L, Ghetler Y, Wiser A, Levi M. Two types of cleavage, from zygote to three cells, result in different clinical outcomes and should be treated differently. Front Cell Dev Biol 2024; 12:1398684. [PMID: 38887513 PMCID: PMC11180787 DOI: 10.3389/fcell.2024.1398684] [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: 03/10/2024] [Accepted: 05/13/2024] [Indexed: 06/20/2024] Open
Abstract
Research Question What is the utilization rate of embryos that exert inadequate zygote cleavage into three daughter cells? Design This study used a retrospective dataset from a single IVF Unit. A total of 3,060 embryos from 1,811 fresh IVF cycles were analyzed. The cleavage pattern, morphokinetics, and outcome were recorded. Only 2pn embryos, fertilized by ejaculated sperm, and cultured in a time-lapse system for at least 5 days were included. We generated three study groups according to the embryo's cleavage pattern: (I) Control, normal cleavage (n = 551); (II) fast cleavage, zygote to three cells within 5 h (n = 1,587); and (III) instant direct tripolar cleavage (IDC) from zygote to three cells (n = 922). Results The rate of usable fast cleavage blastocysts was 108/1,587 (6.81%) and usable control blastocysts was 180/551 (32.67%). The time of PN fading and from fading to first cleavage differed significantly between the three groups. Although the pregnancy rate of control and fast cleavage blastocysts were comparable (40.35% and 42.55%, respectively), the amount of instant direct cleavage embryos that reached blastocyst stage was neglectable (only four embryos out of 922 analyzed IDC embryos) and unsuitable for statistical comparison of pregnancy rates. Conclusion Our results indicate the need to culture instant direct cleavage embryos for 5 days, up to the blastocyst stage, and avoid transfer of embryos that are fated to arrest even when their morphological grade on day 3 is acceptable, whereas fast cleavage embryos could be transferred on day 3 when there is no alternative.
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Affiliation(s)
- Luba Nemerovsky
- IVF Unit, Department of Obstetrics and Gynecology, Meir Medical Center, Kefar Sava, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yehudith Ghetler
- IVF Unit, Department of Obstetrics and Gynecology, Meir Medical Center, Kefar Sava, Israel
| | - Amir Wiser
- IVF Unit, Department of Obstetrics and Gynecology, Meir Medical Center, Kefar Sava, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Mattan Levi
- IVF Unit, Department of Obstetrics and Gynecology, Meir Medical Center, Kefar Sava, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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23
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Cao P, Derhaag J, Coonen E, Brunner H, Acharya G, Salumets A, Zamani Esteki M. Generative artificial intelligence to produce high-fidelity blastocyst-stage embryo images. Hum Reprod 2024; 39:1197-1207. [PMID: 38600621 PMCID: PMC11145014 DOI: 10.1093/humrep/deae064] [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: 12/19/2023] [Revised: 02/13/2024] [Indexed: 04/12/2024] Open
Abstract
STUDY QUESTION Can generative artificial intelligence (AI) models produce high-fidelity images of human blastocysts? SUMMARY ANSWER Generative AI models exhibit the capability to generate high-fidelity human blastocyst images, thereby providing substantial training datasets crucial for the development of robust AI models. WHAT IS KNOWN ALREADY The integration of AI into IVF procedures holds the potential to enhance objectivity and automate embryo selection for transfer. However, the effectiveness of AI is limited by data scarcity and ethical concerns related to patient data privacy. Generative adversarial networks (GAN) have emerged as a promising approach to alleviate data limitations by generating synthetic data that closely approximate real images. STUDY DESIGN, SIZE, DURATION Blastocyst images were included as training data from a public dataset of time-lapse microscopy (TLM) videos (n = 136). A style-based GAN was fine-tuned as the generative model. PARTICIPANTS/MATERIALS, SETTING, METHODS We curated a total of 972 blastocyst images as training data, where frames were captured within the time window of 110-120 h post-insemination at 1-h intervals from TLM videos. We configured the style-based GAN model with data augmentation (AUG) and pretrained weights (Pretrained-T: with translation equivariance; Pretrained-R: with translation and rotation equivariance) to compare their optimization on image synthesis. We then applied quantitative metrics including Fréchet Inception Distance (FID) and Kernel Inception Distance (KID) to assess the quality and fidelity of the generated images. Subsequently, we evaluated qualitative performance by measuring the intelligence behavior of the model through the visual Turing test. To this end, 60 individuals with diverse backgrounds and expertise in clinical embryology and IVF evaluated the quality of synthetic embryo images. MAIN RESULTS AND THE ROLE OF CHANCE During the training process, we observed consistent improvement of image quality that was measured by FID and KID scores. Pretrained and AUG + Pretrained initiated with remarkably lower FID and KID values compared to both Baseline and AUG + Baseline models. Following 5000 training iterations, the AUG + Pretrained-R model showed the highest performance of the evaluated five configurations with FID and KID scores of 15.2 and 0.004, respectively. Subsequently, we carried out the visual Turing test, such that IVF embryologists, IVF laboratory technicians, and non-experts evaluated the synthetic blastocyst-stage embryo images and obtained similar performance in specificity with marginal differences in accuracy and sensitivity. LIMITATIONS, REASONS FOR CAUTION In this study, we primarily focused the training data on blastocyst images as IVF embryos are primarily assessed in blastocyst stage. However, generation of an array of images in different preimplantation stages offers further insights into the development of preimplantation embryos and IVF success. In addition, we resized training images to a resolution of 256 × 256 pixels to moderate the computational costs of training the style-based GAN models. Further research is needed to involve a more extensive and diverse dataset from the formation of the zygote to the blastocyst stage, e.g. video generation, and the use of improved image resolution to facilitate the development of comprehensive AI algorithms and to produce higher-quality images. WIDER IMPLICATIONS OF THE FINDINGS Generative AI models hold promising potential in generating high-fidelity human blastocyst images, which allows the development of robust AI models as it can provide sufficient training datasets while safeguarding patient data privacy. Additionally, this may help to produce sufficient embryo imaging training data with different (rare) abnormal features, such as embryonic arrest, tripolar cell division to avoid class imbalances and reach to even datasets. Thus, generative models may offer a compelling opportunity to transform embryo selection procedures and substantially enhance IVF outcomes. STUDY FUNDING/COMPETING INTEREST(S) This study was supported by a Horizon 2020 innovation grant (ERIN, grant no. EU952516) and a Horizon Europe grant (NESTOR, grant no. 101120075) of the European Commission to A.S. and M.Z.E., the Estonian Research Council (grant no. PRG1076) to A.S., and the EVA (Erfelijkheid Voortplanting & Aanleg) specialty program (grant no. KP111513) of Maastricht University Medical Centre (MUMC+) to M.Z.E. TRIAL REGISTRATION NUMBER Not applicable.
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Affiliation(s)
- Ping Cao
- Department of Clinical Genetics, Maastricht University Medical Center+ (MUMC+), Maastricht, The Netherlands
- Department of Genetics and Cell Biology, GROW Research Institute for Oncology and Reproduction, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands
| | - Josien Derhaag
- Department of Reproductive Medicine, Maastricht University Medical Center+ (MUMC+), Maastricht, The Netherlands
| | - Edith Coonen
- Department of Clinical Genetics, Maastricht University Medical Center+ (MUMC+), Maastricht, The Netherlands
- Department of Reproductive Medicine, Maastricht University Medical Center+ (MUMC+), Maastricht, The Netherlands
| | - Han Brunner
- Department of Clinical Genetics, Maastricht University Medical Center+ (MUMC+), Maastricht, The Netherlands
- Department of Genetics and Cell Biology, GROW Research Institute for Oncology and Reproduction, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ganesh Acharya
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, and Karolinska University Hospital, Stockholm, Sweden
- Women’s Health and Perinatology Research Group, Department of Clinical Medicine, UiT—The Arctic University of Norway, Tromsø, Norway
| | - Andres Salumets
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, and Karolinska University Hospital, Stockholm, Sweden
- Competence Centre on Health Technologies, Tartu, Estonia
- Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Masoud Zamani Esteki
- Department of Clinical Genetics, Maastricht University Medical Center+ (MUMC+), Maastricht, The Netherlands
- Department of Genetics and Cell Biology, GROW Research Institute for Oncology and Reproduction, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, The Netherlands
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, and Karolinska University Hospital, Stockholm, Sweden
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Feng K, Zhang Z, Wu L, Zhu L, Li X, Li D, Ruan L, Luo Y. Predictive Factors for the Formation of Viable Embryos in Subfertile Patients with Diminished Ovarian Reserve: A Clinical Prediction Study. Reprod Sci 2024; 31:1747-1756. [PMID: 38409494 PMCID: PMC11111567 DOI: 10.1007/s43032-024-01469-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: 12/06/2023] [Accepted: 01/19/2024] [Indexed: 02/28/2024]
Abstract
This study aims to construct and validate a nomogram for predicting blastocyst formation in patients with diminished ovarian reserve (DOR) during in vitro fertilization (IVF) procedures. A retrospective analysis was conducted on 445 DOR patients who underwent in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) at the Reproductive Center of Yulin Maternal and Child Health Hospital from January 2019 to January 2023. A total of 1016 embryos were cultured for blastocyst formation, of which 487 were usable blastocysts and 529 did not form usable blastocysts. The embryos were randomly divided into a training set (711 embryos) and a validation set (305 embryos). Relevant factors were initially identified through univariate logistic regression analysis based on the training set, followed by multivariate logistic regression analysis to establish a nomogram model. The prediction model was then calibrated and validated. Multivariate stepwise forward logistic regression analysis showed that female age, normal fertilization status, embryo grade on D2, and embryo grade on D3 were independent predictors of blastocyst formation in DOR patients. The Hosmer-Lemeshow test indicated no statistical difference between the predicted probabilities of blastocyst formation and actual blastocyst formation (P > 0.05). These results suggest that female age, normal fertilization status, embryo grade on D2, and embryo grade on D3 are independent predictors of blastocyst formation in DOR patients. The clinical prediction nomogram constructed from these factors has good predictive value and clinical utility and can provide a basis for clinical prognosis, intervention, and the formulation of individualized medical plans.
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Affiliation(s)
- Keng Feng
- Center of Reproductive Medicine, Yulin Maternal and Child Health Hospital, Yulin, China
| | - Zhao Zhang
- Center of Reproductive Medicine, Qinzhou Maternal and Child Health Hospital, Qinzhou, China
| | - Ling Wu
- Pediatric Surgery, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Lingling Zhu
- Center of Reproductive Medicine, Yulin Maternal and Child Health Hospital, Yulin, China
| | - Xiang Li
- Center of Reproductive Medicine, Yulin Maternal and Child Health Hospital, Yulin, China
| | - Derong Li
- Center of Reproductive Medicine, Yulin Maternal and Child Health Hospital, Yulin, China
| | - Luhai Ruan
- Center of Reproductive Medicine, Yulin Maternal and Child Health Hospital, Yulin, China
| | - Yudi Luo
- Center of Reproductive Medicine, Yulin Maternal and Child Health Hospital, Yulin, China.
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Kurumizaka M, Yao T, Tokoro M, Fukunaga N, Asada Y, Yamagata K. Effect of ovarian stimulation on developmental speed of preimplantation embryo in a mouse model. J Reprod Dev 2024; 70:160-168. [PMID: 38494726 PMCID: PMC11153123 DOI: 10.1262/jrd.2023-089] [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: 10/27/2023] [Accepted: 02/16/2024] [Indexed: 03/19/2024] Open
Abstract
Ovarian stimulation protocols are widely used to collect oocytes in assisted reproductive technologies (ARTs). Although the influence of ovarian stimulation on embryo quality has been described, this issue remains controversial. Here, we analyzed the influence of ovarian stimulation on developmental speed and chromosome segregation using live cell imaging. Female mice at the proestrus stage were separated by the appearance of the vagina as the non-stimulation (-) group, and other mice were administered pregnant mare serum gonadotropin (PMSG) and human chorionic gonadotropin (hCG) as the stimulation (+) groups. The cumulus-oocyte complexes from both groups were inseminated with sperm suspensions from the same male mice. Fertilization rates and developmental capacities were examined, and the developmental speed and frequency of chromosome segregation errors were measured by live-cell imaging using a Histone H2B-mCherry probe. The number of fertilized oocytes obtained was 1.4-fold more frequent in the stimulation (+) group. The developmental rate and chromosome stability did not differ between the groups. Image analysis showed that the mean speed of development in the stimulation (+) group was slightly higher than that in the non-stimulation (-) group. This increase in speed seemed to arise from the slight shortening of the 2- and 4-cell stages and third division lengths and consequent synchronization of cleavage timing in each embryo, not from the emergence of an extremely rapidly developing subpopulation of embryos. In conclusion, ovarian stimulation does not necessarily affect embryo quality but rather increases the chances of obtaining high-quality oocytes in mice.
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Affiliation(s)
- Mayuko Kurumizaka
- Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
- Present: Reproductive Medical Center, Yokohama City University Medical Center, Kanagawa 232-0024, Japan
| | - Tatsuma Yao
- Research and Development Center, Fuso Pharmaceutical Industries, Ltd., Osaka 536-8523, Japan
- Present: Faculty of Biology-Oriented Science and Technology (BOST), KINDAI University, Wakayama 649-6493, Japan
| | - Mikiko Tokoro
- Asada Institute for Reproductive Medicine, Asada Ladies Clinic, Aichi 486-0931, Japan
- Present: Faculty of Biology-Oriented Science and Technology (BOST), KINDAI University, Wakayama 649-6493, Japan
| | - Noritaka Fukunaga
- Asada Institute for Reproductive Medicine, Asada Ladies Clinic, Aichi 486-0931, Japan
| | - Yoshimasa Asada
- Asada Institute for Reproductive Medicine, Asada Ladies Clinic, Aichi 486-0931, Japan
| | - Kazuo Yamagata
- Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
- Present: Faculty of Biology-Oriented Science and Technology (BOST), KINDAI University, Wakayama 649-6493, Japan
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Zhu Y, Kratka CR, Pea J, Lee HC, Kratka CE, Xu J, Marin D, Treff NR, Duncan FE. The severity of meiotic aneuploidy is associated with altered morphokinetic variables of mouse oocyte maturation. Hum Reprod Open 2024; 2024:hoae023. [PMID: 38764910 PMCID: PMC11099657 DOI: 10.1093/hropen/hoae023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/04/2024] [Indexed: 05/21/2024] Open
Abstract
STUDY QUESTION Is there an association between morphokinetic variables of meiotic maturation and the severity of aneuploidy following in vitro maturation (IVM) in the mouse? SUMMARY ANSWER The severity of meiotic aneuploidy correlates with an extended time to first polar body extrusion (tPB1) and duration of meiosis I (dMI). WHAT IS KNOWN ALREADY Morphokinetic variables measured using time-lapse technology allow for the non-invasive evaluation of preimplantation embryo development within clinical assisted reproductive technology (ART). We recently applied this technology to monitor meiotic progression during IVM of mouse gametes. Whether there is a relationship between morphokinetic variables of meiotic progression and aneuploidy in the resulting egg has not been systematically examined at the resolution of specific chromosomes. Next-generation sequencing (NGS) is a robust clinical tool for determining aneuploidy status and has been reverse-translated in mouse blastocysts and oocytes. Therefore, we harnessed the technologies of time-lapse imaging and NGS to determine the relationship between the morphokinetics of meiotic progression and egg aneuploidy. STUDY DESIGN SIZE DURATION Cumulus-oocyte complexes were collected from large antral follicles from hyperstimulated CD-1 mice. Cumulus cells were removed, and spontaneous IVM was performed in the absence or presence of two doses of Nocodazole (25 or 50 nM) to induce a spectrum of spindle abnormalities and chromosome segregation errors during oocyte meiosis. Comprehensive chromosome screening was then performed in the resulting eggs, and morphokinetic variables and ploidy status were compared across experimental groups (control, n = 11; 25 nM Nocodazole, n = 13; 50 nM Nocodazole, n = 23). PARTICIPANTS/MATERIALS SETTING METHODS We monitored IVM in mouse oocytes using time-lapse microscopy for 16 h, and time to germinal vesicle breakdown (tGVBD), tPB1, and dMI were analyzed. Following IVM, comprehensive chromosome screening was performed on the eggs and their matched first polar bodies via adaptation of an NGS-based preimplantation genetic testing for aneuploidy (PGT-A) assay. Bioinformatics analysis was performed to align reads to the mouse genome and determine copy number-based predictions of aneuploidy. The concordance of each polar body-egg pair (reciprocal errors) was used to validate the results. Ploidy status was categorized as euploid, 1-3 chromosomal segregation errors, or ≥4 chromosomal segregation errors. Additionally, aneuploidy due to premature separation of sister chromatids (PSSC) versus non-disjunction (NDJ) was distinguished. MAIN RESULTS AND THE ROLE OF CHANCE We applied and validated state-of-the-art NGS technology to screen aneuploidy in individual mouse eggs and matched polar bodies at the chromosome-specific level. By performing IVM in the presence of different doses of Nocodazole, we induced a range of aneuploidy. No aneuploidy was observed in the absence of Nocodazole (0/11), whereas IVM in the presence of 25 and 50 nM Nocodazole resulted in an aneuploidy incidence of 7.69% (1/13) and 82.61% (19/23), respectively. Of the aneuploid eggs, 5% (1/20) was due to PSSC, 65% (13/20) to NDJ, and the remainder to a combination of both. There was no relationship between ploidy status and tGVBD, but tPB1 and the dMI were both significantly prolonged in eggs with reciprocal aneuploidy events compared to the euploid eggs, and this scaled with the severity of aneuploidy. Eggs with ≥4 aneuploid chromosomes had the longest tPB1 and dMI (P < 0.0001), whereas eggs with one to three aneuploid chromosomes exhibited intermediate lengths of time (P < 0.0001). LARGE SCALE DATA N/A. LIMITATIONS REASONS FOR CAUTION We used Nocodazole in this study to disrupt the meiotic spindle and induce aneuploidy in mouse oocytes. Whether the association between morphokinetic variables of meiotic progression and the severity of aneuploidy occurs with other compounds that induce chromosome segregation errors remain to be investigated. In addition, unlike mouse oocytes, human IVM requires the presence of cumulus cells, which precludes visualization of morphokinetic variables of meiotic progression. Thus, our study may have limited direct clinical translatability. WIDER IMPLICATIONS OF THE FINDINGS We validated NGS in mouse eggs to detect aneuploidy at a chromosome-specific resolution which greatly improves the utility of the mouse model. With a tractable and validated model system for characterizing meiotic aneuploidy, investigations into the molecular mechanisms and factors which may influence aneuploidy can be further elaborated. Time-lapse analyses of morphokinetic variables of meiotic progression may be a useful non-invasive predictor of aneuploidy severity. STUDY FUNDING/COMPETING INTERESTS This work was supported by the Bill & Melinda Gates Foundation (INV-003385). Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The authors have no conflict of interest to disclose.
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Affiliation(s)
- Yiru Zhu
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Jeffrey Pea
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Hoi Chang Lee
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Caroline E Kratka
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jia Xu
- Genomic Prediction Inc., North Brunswick Township, NJ, USA
| | - Diego Marin
- Genomic Prediction Inc., North Brunswick Township, NJ, USA
- Department of Genetics, Rutgers University, New Brunswick, NJ, USA
| | - Nathan R Treff
- Genomic Prediction Inc., North Brunswick Township, NJ, USA
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Rutgers University, New Brunswick, NJ, USA
| | - Francesca E Duncan
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Moustakli E, Zikopoulos A, Skentou C, Bouba I, Dafopoulos K, Georgiou I. Evolution of Minimally Invasive and Non-Invasive Preimplantation Genetic Testing: An Overview. J Clin Med 2024; 13:2160. [PMID: 38673433 PMCID: PMC11050362 DOI: 10.3390/jcm13082160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/27/2024] [Accepted: 04/06/2024] [Indexed: 04/28/2024] Open
Abstract
Preimplantation genetic testing (PGT) has become a common supplementary diagnοstic/testing tοol for in vitro fertilization (ΙVF) cycles due to a significant increase in cases of PGT fοr mοnogenic cοnditions (ΡGT-M) and de novο aneuplοidies (ΡGT-A) over the last ten years. This tendency is mostly attributable to the advancement and application of novel cytogenetic and molecular techniques in clinical practice that are capable of providing an efficient evaluation of the embryonic chromosomal complement and leading to better IVF/ICSI results. Although PGT is widely used, it requires invasive biopsy of the blastocyst, which may harm the embryo. Non-invasive approaches, like cell-free DNA (cfDNA) testing, have lower risks but have drawbacks in consistency and sensitivity. This review discusses new developments and opportunities in the field of preimplantation genetic testing, enhancing the overall effectiveness and accessibility of preimplantation testing in the framework of developments in genomic sequencing, bioinformatics, and the integration of artificial intelligence in the interpretation of genetic data.
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Affiliation(s)
- Efthalia Moustakli
- Laboratory of Medical Genetics, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (E.M.); (I.B.)
| | - Athanasios Zikopoulos
- Obstetrics and Gynecology, Royal Devon and Exeter Hospital Barrack Rd, Exeter EX2 5DW, UK;
| | - Charikleia Skentou
- Department of Obstetrics and Gynecology, Medical School of Ioannina, University General Hospital, 45110 Ioannina, Greece;
| | - Ioanna Bouba
- Laboratory of Medical Genetics, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (E.M.); (I.B.)
| | - Konstantinos Dafopoulos
- IVF Unit, Department of Obstetrics and Gynecology, Faculty of Medicine, School of Health Sciences University of Thessaly, 41500 Larissa, Greece;
| | - Ioannis Georgiou
- Laboratory of Medical Genetics, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (E.M.); (I.B.)
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Canosa S, Licheri N, Bergandi L, Gennarelli G, Paschero C, Beccuti M, Cimadomo D, Coticchio G, Rienzi L, Benedetto C, Cordero F, Revelli A. A novel machine-learning framework based on early embryo morphokinetics identifies a feature signature associated with blastocyst development. J Ovarian Res 2024; 17:63. [PMID: 38491534 PMCID: PMC10941455 DOI: 10.1186/s13048-024-01376-6] [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: 08/25/2023] [Accepted: 02/16/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND Artificial Intelligence entails the application of computer algorithms to the huge and heterogeneous amount of morphodynamic data produced by Time-Lapse Technology. In this context, Machine Learning (ML) methods were developed in order to assist embryologists with automatized and objective predictive models able to standardize human embryo assessment. In this study, we aimed at developing a novel ML-based strategy to identify relevant patterns associated with the prediction of blastocyst development stage on day 5. METHODS We retrospectively analysed the morphokinetics of 575 embryos obtained from 80 women who underwent IVF at our Unit. Embryo morphokinetics was registered using the Geri plus® time-lapse system. Overall, 30 clinical, morphological and morphokinetic variables related to women and embryos were recorded and combined. Some embryos reached the expanded blastocyst stage on day 5 (BL Group, n = 210), some others did not (nBL Group, n = 365). RESULTS The novel EmbryoMLSelection framework was developed following four-steps: Feature Selection, Rules Extraction, Rules Selection and Rules Evaluation. Six rules composed by a combination of 8 variables were finally selected, and provided a predictive power described by an AUC of 0.84 and an accuracy of 81%. CONCLUSIONS We provided herein a new feature-signature able to identify with an high performance embryos with the best developmental competence to reach the expanded blastocyst stage on day 5. Clear and clinically relevant cut-offs were identified for each considered variable, providing an objective tool for early embryo developmental assessment.
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Affiliation(s)
- S Canosa
- Gynecology and Obstetrics 1U, Physiopathology of Reproduction and IVF Unit, Department of Surgical Sciences, S. Anna Hospital, University of Turin, Turin, Italy.
- IVIRMA Global Research Alliance, Livet, Turin, Italy.
| | - N Licheri
- Department of Computer Science, University di Turin, Turin, Italy
| | - L Bergandi
- Department of Oncology, University of Turin, Turin, Italy
| | - G Gennarelli
- Gynecology and Obstetrics 1U, Physiopathology of Reproduction and IVF Unit, Department of Surgical Sciences, S. Anna Hospital, University of Turin, Turin, Italy
- IVIRMA Global Research Alliance, Livet, Turin, Italy
| | - C Paschero
- Gynecology and Obstetrics 1U, Physiopathology of Reproduction and IVF Unit, Department of Surgical Sciences, S. Anna Hospital, University of Turin, Turin, Italy
| | - M Beccuti
- Department of Computer Science, University di Turin, Turin, Italy
| | - D Cimadomo
- IVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy
| | - G Coticchio
- IVIRMA Global Research Alliance, 9.Baby, Bologna, Italy
| | - L Rienzi
- IVIRMA Global Research Alliance, Genera, Clinica Valle Giulia, Rome, Italy
- Department of Biomolecular Sciences, University of Urbino "Carlo Bo", Urbino, Italy
| | - C Benedetto
- Gynecology and Obstetrics 1U, Physiopathology of Reproduction and IVF Unit, Department of Surgical Sciences, S. Anna Hospital, University of Turin, Turin, Italy
| | - F Cordero
- Department of Computer Science, University di Turin, Turin, Italy
| | - A Revelli
- Gynecology and Obstetrics 1U, Physiopathology of Reproduction and IVF Unit, Department of Surgical Sciences, S. Anna Hospital, University of Turin, Turin, Italy
- Gynecology and Obstetrics 2U, Department of Surgical Sciences, S. Anna Hospital, University of Turin, Turin, Italy
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Chen J, Liu Z, Wang Z, Zhang X, Zhang Y, Zhan Z, Gong X, Xu T. One-step biofabrication of liquid core-GelMa shell microbeads for in situ hollow cell ball self-assembly. Regen Biomater 2024; 11:rbae021. [PMID: 38525324 PMCID: PMC10960924 DOI: 10.1093/rb/rbae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 01/14/2024] [Accepted: 02/09/2024] [Indexed: 03/26/2024] Open
Abstract
There are many instances of hollow-structure morphogenesis in the development of tissues. Thus, the fabrication of hollow structures in a simple, high-throughput and homogeneous manner with proper natural biomaterial combination is valuable for developmental studies and tissue engineering, while it is a significant challenge in biofabrication field. We present a novel method for the fabrication of a hollow cell module using a coaxial co-flow capillary microfluidic device. Sacrificial gelatin laden with cells in the inner layer and GelMa in the outer layer are used via a coaxial co-flow capillary microfluidic device to produce homogenous micro-beads. The overall and core sizes of core-shell microbeads were well controlled. When using human vein vascular endothelial cells to demonstrate how cells line the inner surface of core-shell beads, as the core liquifies, a hollow cell ball with asymmetric features is fabricated. After release from the GelMa shell, individual cell balls are obtained and deformed cell balls can self-recover. This platform paves way for complex hollow tissue modeling in vitro, and further modulation of matrix stiffness, curvature and biochemical composition to mimic in vivo microenvironments.
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Affiliation(s)
- Jianwei Chen
- Bio-intelligent Manufacturing and Living Matter Bioprinting Center, Research Institute of Tsinghua University in Shenzhen, Tsinghua University, Shenzhen 518057, People’s Republic of China
- Precision Medicine and Healthcare Research Center, Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, People’s Republic of China
| | - Zeyang Liu
- Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, Nanshan District, People’s Republic of China
| | - Zixian Wang
- Precision Medicine and Healthcare Research Center, Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, People’s Republic of China
| | - Xiuxiu Zhang
- Precision Medicine and Healthcare Research Center, Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, People’s Republic of China
| | - Yi Zhang
- Precision Medicine and Healthcare Research Center, Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, People’s Republic of China
| | - Zhen Zhan
- Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, Nanshan District, People’s Republic of China
| | - Xiaohua Gong
- School of Optometry and Vision Science Program, University of California, Berkeley, CA 94720, USA
| | - Tao Xu
- Bio-intelligent Manufacturing and Living Matter Bioprinting Center, Research Institute of Tsinghua University in Shenzhen, Tsinghua University, Shenzhen 518057, People’s Republic of China
- Precision Medicine and Healthcare Research Center, Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen 518055, People’s Republic of China
- Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, People’s Republic of China
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Hillyear LM, Zak LJ, Beckitt T, Griffin DK, Harvey SC, Harvey KE. Morphokinetic Profiling Suggests That Rapid First Cleavage Division Accurately Predicts the Chances of Blastulation in Pig In Vitro Produced Embryos. Animals (Basel) 2024; 14:783. [PMID: 38473168 DOI: 10.3390/ani14050783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/27/2024] [Accepted: 02/28/2024] [Indexed: 03/14/2024] Open
Abstract
The study of pig preimplantation embryo development has several potential uses: from agriculture to the production of medically relevant genetically modified organisms and from rare breed conservation to acting as a physiologically relevant model for progressing human and other (e.g., endangered) species' in vitro fertilisation technology. Despite this, barriers to the widespread adoption of pig embryo in vitro production include lipid-laden cells that are hard to visualise, slow adoption of contemporary technologies such as the use of time-lapse incubators or artificial intelligence, poor blastulation and high polyspermy rates. Here, we employ a commercially available time-lapse incubator to provide a comprehensive overview of the morphokinetics of pig preimplantation development for the first time. We tested the hypotheses that (a) there are differences in developmental timings between blastulating and non-blastulating embryos and (b) embryo developmental morphokinetic features can be used to predict the likelihood of blastulation. The abattoir-derived oocytes fertilised by commercial extended semen produced presumptive zygotes were split into two groups: cavitating/blastulating 144 h post gamete co-incubation and those that were not. The blastulating group reached the 2-cell and morula stages significantly earlier, and the time taken to reach the 2-cell stage was identified to be a predictive marker for blastocyst formation. Reverse cleavage was also associated with poor blastulation. These data demonstrate the potential of morphokinetic analysis in automating and upscaling pig in vitro production through effective embryo selection.
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Affiliation(s)
- Lucy M Hillyear
- School of Psychology and Life Sciences, Canterbury Christ Church University, Canterbury CT1 1QU, UK
| | - Louisa J Zak
- Topigs Norsvin Research Center, Meerendonkweg 25, 5216 TZ Den Bosch, The Netherlands
| | | | - Darren K Griffin
- School of Biosciences, University of Kent, Canterbury CT2 7NJ, UK
| | - Simon C Harvey
- Faculty of Engineering and Science, University of Greenwich, Medway ME4 4TB, UK
| | - Katie E Harvey
- School of Life, Health and Chemical Sciences, The Open University, Milton Keynes MK7 6AA, UK
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Liao Z, Yan C, Wang J, Zhang N, Yang H, Lin C, Zhang H, Wang W, Li W. A clinical consensus-compliant deep learning approach to quantitatively evaluate human in vitro fertilization early embryonic development with optical microscope images. Artif Intell Med 2024; 149:102773. [PMID: 38462274 DOI: 10.1016/j.artmed.2024.102773] [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: 08/22/2022] [Revised: 12/13/2023] [Accepted: 01/14/2024] [Indexed: 03/12/2024]
Abstract
The selection of embryos is a key for the success of in vitro fertilization (IVF). However, automatic quality assessment on human IVF embryos with optical microscope images is still challenging. In this study, we developed a clinical consensus-compliant deep learning approach, named Esava (Embryo Segmentation and Viability Assessment), to quantitatively evaluate the development of IVF embryos using optical microscope images. In total 551 optical microscope images of human IVF embryos of day-2 to day-3 were collected, preprocessed, and annotated. Using the Faster R-CNN model as baseline, our Esava model was constructed, refined, trained, and validated for precise and robust blastomere detection. A novel algorithm Crowd-NMS was proposed and employed in Esava to enhance the object detection and to precisely quantify the embryonic cells and their size uniformity. Additionally, an innovative GrabCut-based unsupervised module was integrated for the segmentation of blastomeres and embryos. Independently tested on 94 embryo images for blastomere detection, Esava obtained the high rates of 0.9940, 0.9121, and 0.9531 for precision, recall, and mAP respectively, and gained significant advances compared with previous computational methods. Intraclass correlation coefficients indicated the consistency between Esava and three experienced embryologists. Another test on 51 extra images demonstrated that Esava surpassed other tools significantly, achieving the highest average precision 0.9025. Moreover, it also accurately identified the borders of blastomeres with mIoU over 0.88 on the independent testing dataset. Esava is compliant with the Istanbul clinical consensus and compatible to senior embryologists. Taken together, Esava improves the accuracy and efficiency of embryonic development assessment with optical microscope images.
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Affiliation(s)
- Zaowen Liao
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chaoyu Yan
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jianbo Wang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Ningfeng Zhang
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huan Yang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China; Medical Big Data Center, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Chenghao Lin
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Haiyue Zhang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Wenjun Wang
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
| | - Weizhong Li
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China; Center for Precision Medicine, Sun Yat-sen University, Guangzhou, China; Key Laboratory of Tropical Disease Control (Ministry of Education), Sun Yat-Sen University, Guangzhou, China.
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Tvrdonova K, Belaskova S, Rumpikova T, Rumpik D, Myslivcova Fucikova A, Malir F. Prediction of live birth - selection of embryos using morphokinetic parameters. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2024; 168:74-80. [PMID: 36622075 DOI: 10.5507/bp.2022.052] [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: 08/18/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
BACKROUND The goal of assisted reproduction is for a couple treated with IVF techniques to end the treatment by giving birth to a healthy baby. A neccessary presumption for success is the identification of the best embryo with high implantation and developmental potential. One option is to select an euploid embryo by invasive preimplantaion genetic testing for aneuploidy (PGT-A) or it is possible to select the best embryo by non-invasive time-lapse monitoring (TLM), specifically based on morphokinetic parameters and morphological markers that are able to identify an embryo with high developmental potential. MATERIALS AND METHODS The study involved a total of 1060 embryos (585 euploid and 475 aneuploid embryos after PGT-A) with good morphology from 329 patients in the period 01/2016-10/2021. All embryos were cultured in a time-lapse incubator, trophectoderm (TE) cells biopsies for PGT-A examination were performed on day 5 (D5) or day 6 (D6) of culture. During the study period, 225 frozen embryo transfers (FET) of one euploid embryo were performed. Based on the treatment outcome, the embryos were divided into 2 groups - euploid embryos, which led to the birth of a healthy child, and euploid embryos that did not show fetal heartbeat (FHB) after FET. RESULTS Based on the statistical analysis of the embryos without implantation and the embryos with live birth, it is clear that the morphokinetic parameters t5 (time of division into 5 cells) and tSB (time of start of blastulation) are significantly different. CONCLUSION The results suggest that of the morphokinetic parameters tSB and t5 are predictive indicators for selecting an embryo with high developmental potential and with a high probability of achieving the birth of a healthy child.
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Affiliation(s)
- Katerina Tvrdonova
- Department of Biology, Faculty of Sciences, University Hradec Kralove, 500 03 Hradec Kralove, Czech Republic
- Clinic of Reproductive Medicine and Gynecology Zlin, U Lomu 638, 760 01 Zlin, Czech Republic
| | - Silvie Belaskova
- Institute of Mathematics and Statistics, Faculty of Science, Masaryk University, 611 37 Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic
| | - Tatana Rumpikova
- Clinic of Reproductive Medicine and Gynecology Zlin, U Lomu 638, 760 01 Zlin, Czech Republic
| | - David Rumpik
- Clinic of Reproductive Medicine and Gynecology Zlin, U Lomu 638, 760 01 Zlin, Czech Republic
| | - Alena Myslivcova Fucikova
- Department of Biology, Faculty of Sciences, University Hradec Kralove, 500 03 Hradec Kralove, Czech Republic
| | - Frantisek Malir
- Department of Biology, Faculty of Sciences, University Hradec Kralove, 500 03 Hradec Kralove, Czech Republic
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Ezoe K, Takahashi T, Miki T, Kato K. Developmental perturbation in human embryos: Clinical and biological significance learned from time-lapse images. Reprod Med Biol 2024; 23:e12593. [PMID: 38983691 PMCID: PMC11232294 DOI: 10.1002/rmb2.12593] [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: 03/05/2024] [Revised: 05/30/2024] [Accepted: 06/07/2024] [Indexed: 07/11/2024] Open
Abstract
Background Time-lapse technology (TLT) has gained widespread adoption worldwide. In addition to facilitating the undisturbed culture of embryos, TLT offers the unique capability of continuously monitoring embryos to detect spatiotemporal changes. Although these observed phenomena play a role in optimal embryo selection/deselection, the clinical advantages of introducing TLT remain unclear. However, manual annotation of embryo perturbation could facilitate a comprehensive assessment of developmental competence. This process requires a thorough understanding of embryo observation and the biological significance associated with developmental dogma and variation. This review elucidates the typical behavior and variation of each phenomenon, exploring their clinical significance and research perspectives. Methods The MEDLINE database was searched using PubMed for peer-reviewed English-language original articles concerning human embryo development. Main findings TLT allows the observation of consecutive changes in embryo morphology, serving as potential biomarkers for embryo assessment. In assisted reproductive technology laboratories, several phenomena have not revealed their mechanism, posing difficulties such as fertilization deficiency and morula arrest. Conclusion A profound understanding of the biological mechanisms and significance of each phenomenon is crucial. Further collaborative efforts between the clinical and molecular fields following translational studies are required to advance embryonic outcomes and assessment.
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Garcia-Belda A, Cairó O, Martínez-Moro Á, Cuadros M, Pons MC, de Mendoza MVH, Delgado A, Rives N, Carrasco B, Cabello Y, Figueroa MJ, Cascales-Romero L, González-Soto B, Cuevas-Saiz I. Considerations for future modification of The Association for the Study of Reproductive Biology embryo grading system incorporating time-lapse observations. Reprod Biomed Online 2024; 48:103570. [PMID: 37952277 DOI: 10.1016/j.rbmo.2023.103570] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 09/13/2023] [Accepted: 09/19/2023] [Indexed: 11/14/2023]
Abstract
The Association for the Study of Reproductive Biology (ASEBIR) Interest Group in Embryology (in Spanish 'Grupo de Interés de Embriología') reviewed key morphokinetic parameters to assess the contribution of time-lapse technology (TLT) to the ASEBIR grading system. Embryo grading based on morphological characteristics is the most widely used method in human assisted reproduction laboratories. The introduction and implementation of TLT has provided a large amount of information that can be used as a complementary tool for morphological embryo evaluation and selection. As part of IVF treatments, embryologists grade embryos to decide which embryos to transfer or freeze. At the present, the embryo grading system developed by ASEBIR does not consider dynamic events observed through TLT. Laboratories that are using TLT consider those parameters as complementary data for embryo selection. The aim of this review was to evaluate review time-specific morphological changes during embryo development that are not included in the ASEBIR scoring system, and to consider them as candidates to add to the scoring system.
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Affiliation(s)
| | | | - Álvaro Martínez-Moro
- IVF Spain Madrid, Madrid, Spain.; Animal Reproduction Department, INIA-CSIC, Madrid, Spain
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Schmidt JK, Block LN, Jones KM, Hinkle HM, Mean KD, Bowman BD, Makulec AT, Golos TG. Atypical initial cleavage patterns minimally impact rhesus macaque in vitro embryo morphokinetics and embryo outgrowth development†. Biol Reprod 2023; 109:812-820. [PMID: 37688580 PMCID: PMC10724467 DOI: 10.1093/biolre/ioad117] [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: 03/21/2023] [Revised: 07/17/2023] [Accepted: 09/01/2023] [Indexed: 09/11/2023] Open
Abstract
Embryo morphokinetic analysis through time-lapse embryo imaging is envisioned as a method to improve selection of developmentally competent embryos. Morphokinetic analysis could be utilized to evaluate the effects of experimental manipulation on pre-implantation embryo development. The objectives of this study were to establish a normative morphokinetic database for in vitro fertilized rhesus macaque embryos and to assess the impact of atypical initial cleavage patterns on subsequent embryo development and formation of embryo outgrowths. The cleavage pattern and the timing of embryo developmental events were annotated retrospectively for unmanipulated in vitro fertilized rhesus macaque blastocysts produced over four breeding seasons. Approximately 50% of the blastocysts analyzed had an abnormal early cleavage event. The time to the initiation of embryo compaction and the time to completion of hatching was significantly delayed in blastocysts with an abnormal early cleavage event compared to blastocysts that had cleaved normally. Embryo hatching, attachment to an extracellular matrix, and growth during the implantation stage in vitro was not impacted by the initial cleavage pattern. These data establish normative morphokinetic parameters for in vitro fertilized rhesus macaque embryos and suggest that cleavage anomalies may not impact embryo implantation rates following embryo transfer.
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Affiliation(s)
| | - Lindsey N Block
- Wisconsin National Primate Research Center, Madison, WI, USA
| | - Kathryn M Jones
- Wisconsin National Primate Research Center, Madison, WI, USA
| | - Hayly M Hinkle
- Wisconsin National Primate Research Center, Madison, WI, USA
| | | | | | | | - Thaddeus G Golos
- Wisconsin National Primate Research Center, Madison, WI, USA
- Department of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin–Madison, Madison, WI, USA
- Department of Obstetrics and Gynecology, School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WI, USA
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Wang Y, Chen D, Cai B, Huang D, Xu Y, Ding C. Effects of different oocyte cytoplasmic granulation patterns on embryo development and euploidy: a sibling oocyte control study. Arch Gynecol Obstet 2023; 308:1593-1603. [PMID: 37608229 DOI: 10.1007/s00404-023-07176-5] [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: 04/10/2023] [Accepted: 07/26/2023] [Indexed: 08/24/2023]
Abstract
PURPOSE This study evaluated the relationship between cytoplasmic granulation patterns and the developmental potential of mature sibling oocytes. METHODS Data from 54 cycles of preimplantation genetic tests for structural rearrangement from July 2019 to June 2022 were analyzed. In total, 564 embryos were cultured using a time-lapse system. Sibling oocytes were divided into four groups based on cytoplasmic granulation patterns: fine granulation (FG) group (n = 177), central granulation (CG) group (n = 183), dispersed granulation (DG) group (n = 161), and uneven granulation (UG) group (n = 43). The CG group was further divided into three groups (grades I, II, and III) based on the tertile of the ratio of central granular distribution area to oocyte area. Fertilization rate, embryo morphokinetics, chromosomal ploidy, and clinical outcomes of the groups were compared. RESULTS No significant differences were observed in morphokinetic parameters, fertilization rate, embryo production, blastocyst formation, and aneuploidy rates among the different cytoplasmic-granulation pattern groups. However, embryos derived from CG oocytes showed significantly higher aneuploidy rates in grade III compared to grade I (86.21% vs 61.54%, P = 0.036) or grade II (86.21% vs 56.00%, P = 0.013). Thirty embryos were transferred to the uteri of female patients and the clinical pregnancy and live birth rates did not significantly differ among groups. CONCLUSIONS Cytoplasmic granulation patterns may not affect embryo fertilization, development speed, and aneuploidy rates. However, a higher grade of CG may be associated with increased aneuploidy rates. Larger sample sizes are required to explore the impact of oocyte cytoplasmic granulation patterns on embryo implantation potential.
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Affiliation(s)
- Yali Wang
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, People's Republic of China
- Guangdong Provincial Key Laboratory of Reproductive Medicine, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Dongjia Chen
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, People's Republic of China
- Guangdong Provincial Key Laboratory of Reproductive Medicine, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Bing Cai
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, People's Republic of China
- Guangdong Provincial Key Laboratory of Reproductive Medicine, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Dan Huang
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, People's Republic of China
- Guangdong Provincial Key Laboratory of Reproductive Medicine, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Yanwen Xu
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, People's Republic of China
- Guangdong Provincial Key Laboratory of Reproductive Medicine, Guangzhou, 510080, Guangdong, People's Republic of China
| | - Chenhui Ding
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, Guangdong, People's Republic of China.
- Guangdong Provincial Key Laboratory of Reproductive Medicine, Guangzhou, 510080, Guangdong, People's Republic of China.
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Kakulavarapu R, Stensen MH, Jahanlu D, Haugen TB, Delbarre E. Altered morphokinetics and differential reproductive outcomes associated with cell exclusion events in human embryos. Reprod Biomed Online 2023; 47:103285. [PMID: 37573752 DOI: 10.1016/j.rbmo.2023.103285] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 06/19/2023] [Accepted: 07/05/2023] [Indexed: 08/15/2023]
Abstract
RESEARCH QUESTION Can embryos harbouring cell exclusion and their reproductive outcomes be classified based on morphokinetic profiles? DESIGN A total of 469 time-lapse videos of embryos transferred between 2013 and 2019 from a single clinic were analysed. Videos were assessed and grouped according to the presence or absence of one or more excluded cells before compaction. Cell division timings, intervals between subsequent cell divisions and dynamic intervals were analysed to determine the morphokinetic profiles of embryos with cell exclusion (CE+), compared with fully compacted embryos without cell exclusion or extrusion (CE-). RESULTS Transfer of CE+ embryos resulted in lower proportions of fetal heartbeat (FHB) and live birth compared with CE- embryos (both, P < 0.001). CE+ embryos were associated with delays in t2 (P = 0.030), t6 (P = 0.018), t7 (P < 0.001), t8 (P = 0.001), tSC (P < 0.001) and tM (P < 0.001). Earlier timings for t3 (P = 0.014) and t5 (P < 0.001) were positively associated with CE+; CE+ embryos indicated prolonged S2, S3, ECC3, cc2 and cc4. Logistic regression analysis revealed that t5, tM, S2 and ECC3 were the strongest predictive indicators of cell exclusion. Timings for S2 and ECC3 were useful in identifying increased odds of FHB when a cell exclusion event was present. CONCLUSION Embryos harbouring cell exclusion indicated altered morphokinetic profiles. Their overall lower reproductive success was associated with two morphokinetic parameters. Morphokinetic profiles could be used as adjunct indicators for reproductive success during cycles producing few, low-quality embryos. This may allow more objective identification of cell exclusion and refinement of embryo ranking procedures before transfer.
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Affiliation(s)
- Radhika Kakulavarapu
- Department of Life Sciences and Health, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway..
| | | | - David Jahanlu
- Department of Life Sciences and Health, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Trine B Haugen
- Department of Life Sciences and Health, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Erwan Delbarre
- Department of Life Sciences and Health, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway..
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Alhelou Y, Hamdan M, Razali N, Adenan N, Ali J. Novel image analyser-assisted morphometric methodology offer unique opportunity for selection of embryos with potential for implantation. BMC Pregnancy Childbirth 2023; 23:698. [PMID: 37770819 PMCID: PMC10538025 DOI: 10.1186/s12884-023-06025-2] [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: 03/23/2023] [Accepted: 09/23/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND Previous studies looked into the connections between pregnancy and the Zona Pellucida (ZP) thickness and Zona Pellucida Thickness Variation (ZPTV), as well as the embryo's radius, circumference, perimeter and global symmetry. However, no research has linked embryo implantation and pregnancy to the percentage of ZP thinning, the reduction in ooplasm volume, and the increase in perivitelline space (PVS) volume. Our objective is to correlate the percentage of ZP thinning, the percentage of ooplasm volume shrinkage and the percentage of PVS increase to the implantation. These data will be used for embryo selection as well as it can be put into a software that will assist embryo selection. MATERIALS AND METHODS Retrospective study included 281 patients, all of them had 2 embryos transferred, 149 patients got pregnant with two gestation sacs and 132 patients did not get pregnant. All of the transferred embryos had the ZP thickness measured several times from time of ICSI till Embryo Transfer (ET), the ooplasm volume was calculated from time of ICSI till two Pronuclei (2PN) fading and the PVS was calculated from the ICSI time till the 2PN fading. RESULTS The first characteristic is the change in the average ZP thickness that decreased by 32.7% + 5.3% at 70 h for the implanted embryos (Group 1) versus 23.6% + 4.8% for non-implanted embryos (Group 2) p = 0.000. The second characteristic is the average reduction in the volume of the ooplasm which is 20.5% + 4.3% in Group 1 versus 15.1% + 5.2% in Group 2, p = 0.000. The third characteristic is the increase in the volume of the PVS which was 38.1% + 7.6% in Group 1 versus 31.6% + 9.7% in Group 2 p = 0.000. CONCLUSION The implanted embryos showed higher percent of ZP thinning, higher percent of ooplasm reduction and higher percent of PVS increase.
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Affiliation(s)
- Y Alhelou
- FAKIH IVF, Sh Haza Bin Zayed st, Abu Dhabi, United Arab Emirates.
- Department of Obstetrics and Gynaecology, Universiti Malaya, Kuala Lumpur, Malaysia.
| | - M Hamdan
- Department of Obstetrics and Gynaecology, Universiti Malaya, Kuala Lumpur, Malaysia
| | - N Razali
- Department of Obstetrics and Gynaecology, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Nam Adenan
- Department of Obstetrics and Gynaecology, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J Ali
- Department of Obstetrics and Gynaecology, Universiti Malaya, Kuala Lumpur, Malaysia
- IVF Department, Maternity and Children Hospital, Dammam, Saudi Arabia
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Wang J, Guo Y, Zhang N, Li T. Research progress of time-lapse imaging technology and embryonic development potential: A review. Medicine (Baltimore) 2023; 102:e35203. [PMID: 37746957 PMCID: PMC10519478 DOI: 10.1097/md.0000000000035203] [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: 06/30/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 09/26/2023] Open
Abstract
Cultivation and selection of high-quality human embryos are critical for the success of in vitro fertilization-embryo transfer. Time-lapse imaging technology (TLI) provides a stable culture environment for embryos, which can continuously observe and record the development process of early embryos, so that doctors can record embryo development time parameters more accurately. In this study, we review the current observation and research on the main embryo dynamics parameters in TLI and discusses their significance and development for embryo development potential. To analysis and summary, the application and research situation of TLI, we searched PubMed, Web of Science, and China National Knowledge Infrastructure, using TLI, embryo dynamics parameters, embryo development potential as Keywords, cited 50 out of the initial 89 selected literatures and summarized. With comparative analysis and research, we found that the embryo dynamic parameters provided by TLI has been intensively studied in clinical empirical and observational research, extensive experimental data verified its effectiveness and advantages in embryo development potential assessment. TLI provides technical support of embryo dynamic parameters, which may become the quantitative indicators for superior embryos and pregnancy prediction as well. Existing studies have shown that certain kinetic parameters provided by TLI culture can predict embryo implantation, but no parameter has been confirmed as the absolute correlation biological indicators yet. In this review we believe that further research is needed to verify these preliminary and sometimes contradictory results, and explore the predictive significance of various embryo kinetic parameters relying on TLI technology for embryo development potential.
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Affiliation(s)
- JinLuan Wang
- School of Basic Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ying Guo
- Reproductive and Genetic Center, Shandong University of Traditional Chinese Medicine Affiliated Hospital, Jinan, China
| | - Ning Zhang
- Reproductive and Genetic Center, Shandong University of Traditional Chinese Medicine Affiliated Hospital, Jinan, China
| | - TingTing Li
- Shandong University of Traditional Chinese Medicine, Jinan, China
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Huayhua C, Rodríguez M, Vega J, Briones M, Rodriguez-Alvarez L, Mellisho E. Blastulation time measured with time-lapse system can predict in vitro viability of bovine blastocysts. PLoS One 2023; 18:e0289751. [PMID: 37561791 PMCID: PMC10414680 DOI: 10.1371/journal.pone.0289751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 07/26/2023] [Indexed: 08/12/2023] Open
Abstract
The objective of this study was to evaluate the time of blastulation monitored by time-lapse technology to predict in vitro viability of bovine blastocysts. This technology can be a powerful tool for bovine embryos selection with higher implantation capacity and competence. Also, in humans an early blastulation is associated with higher quality and pregnancy rate. Cumulus oocyte complexes (COCs) were matured for 20 to 22 h and then fertilized by co-incubation of COCs and spermatozoa (10,000 sperm per oocyte) for 18 h. Presumptive zygotes were placed individually in microwells, in droplets of commercial culture medium. The Primo Vision TL system (EVO+; Vitrolife) captured digital images of developing embryos every 15 minutes. The time frame from IVF to the start of blastulation (tSB) and to blastocyst development (tB) was recorded. After day 7.5, the blastocysts were in vitro culture for 48 h until day 9.5 after IVF to evaluate post hatching development. In vitro viability was evaluated at day 9.5: those with a diameter greater than 200 μm and a total cell count greater than 180 were classified as viable (value 1), while the rest were classified as non in vitro viable (value 0). The area under the ROC curve (AUC) was estimated to determine the predictive power of in vitro viability through blastulation time. In addition, binary logistic regression analysis was used to generate a mathematical model with morphokinetic variables that allow the best prediction of in vitro viability. In 13 sessions, the blastocyst production rate was 46.2% (96/208). The cut-off time to discriminate early or late blastulation was 149.8 h. The post-hatching development of the embryos with early blastulation was 63.3% (31/49), being statistically superior (p = 0.001) than the late blastulation group 14.9% (7/47). Likewise, the time of blastulation showed an accuracy of 90.8% (p < 0.001) in predicting in vitro viability of bovine blastocysts. In conclusion, the selection of blastocysts based on blastulation time (< 155 h) and blastocyst diameter measured on day 7.5 after IVF (> 180 μm) maximizes the in vitro viability.
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Affiliation(s)
- Carmen Huayhua
- Centro de Investigación en Tecnología de Embriones (CIETE), Animal Improvement Program, Universidad Nacional Agraria La Molina, Lima, Perú
| | - Misael Rodríguez
- Centro de Investigación en Tecnología de Embriones (CIETE), Animal Improvement Program, Universidad Nacional Agraria La Molina, Lima, Perú
| | - Jhorjhi Vega
- Centro de Investigación en Tecnología de Embriones (CIETE), Animal Improvement Program, Universidad Nacional Agraria La Molina, Lima, Perú
| | - Mario Briones
- Department of Animal Science, Faculty of Veterinary Sciences, Universidad de Concepción, Chillán, Concepción, Chile
| | - Lleretny Rodriguez-Alvarez
- Department of Animal Science, Faculty of Veterinary Sciences, Universidad de Concepción, Chillán, Concepción, Chile
| | - Edwin Mellisho
- Centro de Investigación en Tecnología de Embriones (CIETE), Animal Improvement Program, Universidad Nacional Agraria La Molina, Lima, Perú
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Montgomery K, Montgomery S, Campbell A, Nash DM. A comparison of the morphokinetic profiles of embryos developed from vitrified versus fresh oocytes. Reprod Biomed Online 2023; 47:51-60. [PMID: 37188558 DOI: 10.1016/j.rbmo.2023.02.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/13/2023] [Accepted: 02/21/2023] [Indexed: 03/06/2023]
Abstract
RESEARCH QUESTION Do morphokinetic profiles and treatment outcomes differ between embryos developed from vitrified or fresh oocytes? DESIGN Retrospective multicentre analysis using data from eight CARE Fertility clinics across the UK between 2012 and 2019. Patients receiving treatment using embryos developed from vitrified oocytes (n = 118 women, n = 748 oocytes), providing 557 zygotes during this time period, were recruited and matched with patients undergoing treatment with embryos developed from fresh oocytes (n = 123 women, n = 1110 oocytes), providing 539 zygotes in the same time frame. Time-lapse microscopy was used to assess morphokinetic profiles, including early cleavage divisions (2- through to 8-cell), post-cleavage stages including time to start of compaction, time to morula, time to start of blastulation and time to full blastocyst. Duration of key stages such as the compaction stage were also calculated. Treatment outcomes were compared between the two groups (live birth rate, clinical pregnancy rate and implantation rate). RESULTS A significant delay of 2-3 h across all early cleavage divisions (2- through to 8-cell) and time to start of compaction occurred in the vitrified group versus fresh controls (all P ≤ 0.01). The compaction stage was significantly shorter in vitrified oocytes (19.02 ± 0.5 h) compared with fresh controls (22.45 ± 0.6 h, P < 0.001). There was no difference in the time that fresh and vitrified embryos reached the blastocyst stage (108.03 ± 0.7 versus 107.78 ± 0.6 h). There was no significant difference in treatment outcomes between the two groups. CONCLUSION Vitrification is a useful technique for extending female fertility with no effects on IVF treatment outcome.
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Affiliation(s)
- Kathryn Montgomery
- Department of Life Sciences, Aberystwyth University, Penglais, Aberystwyth, Ceredigion, UK
| | - Susan Montgomery
- CARE Fertility Manchester, 108-112 Daisy Bank Road, Victoria Park, Manchester, UK
| | - Alison Campbell
- CARE Fertility Manchester, 108-112 Daisy Bank Road, Victoria Park, Manchester, UK.
| | - Deborah Mary Nash
- Department of Life Sciences, Aberystwyth University, Penglais, Aberystwyth, Ceredigion, UK
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Rauchfuss LK, Zhao Y, Walker D, Galantis T, Fredrickson J, Barud K, Shenoy C. Optimal Embryo Selection: The Irreplaceable Role of the Embryologist in an Age of Advancing Technology. J Hum Reprod Sci 2023; 16:227-232. [PMID: 38045503 PMCID: PMC10688284 DOI: 10.4103/jhrs.jhrs_98_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 08/26/2023] [Accepted: 09/07/2023] [Indexed: 12/05/2023] Open
Abstract
Background Time-lapse incubators allow for ongoing evaluation of embryos without culture condition disruption. The use of time-lapse incubation has been shown to improve outcomes either by improving overall conditions or providing additional information to aid in embryo selection for transfer. Time-lapse incubators can also utilise morphokinetic models to rank embryos based on morphokinetic parameters. We sought to compare a morphokinetic model for embryo comparison to traditional morphologic evaluation. Aims The aim of the study is to compare a morphokinetic model for embryo comparison to traditional morphologic evaluation. Settings and Design This is a retrospective cohort design. Materials and Methods Embryos cultured in a time-lapse culture system that had traditional morphologic evaluation, morphokinetic modelling and known live birth outcomes were included in this study. Embryos with unknown competence were excluded, including when two embryos were transferred with a single live birth resulted. Statistical Analysis Used Receiver operating characteristic (ROC) curves were determined for both the morphologic analysis and the morphokinetic model on culture day 3 and day 5. Using the ROC-determined cutoff that optimised both sensitivity and specificity, a binary outcome for each test was analysed using agreement statistics to determine if one method of embryo evaluation was superior to the other. Results Morphological and morphokinetic grading were both predictive of embryo competence on days 3 and 5. However, on day 3, morphologic grading was superior to morphokinetic grading with area under the curve (AUC) of 0.66 (P < 0.001) and 0.58 (P = 0.009), respectively. Contrarily, on day 5, the morphokinetic model had a higher AUC of 0.65 (P = 0.03) compared to the morphologic grading, AUC 0.56 (P = 0.02). Conclusion Traditional morphology was noted to be a better diagnostic tool (higher AUC) on culture day 3 while a morphokinetic model was superior on day 5.
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Zabari N, Kan-Tor Y, Or Y, Shoham Z, Shufaro Y, Richter D, Har-Vardi I, Ben-Meir A, Srebnik N, Buxboim A. Delineating the heterogeneity of embryo preimplantation development using automated and accurate morphokinetic annotation. J Assist Reprod Genet 2023; 40:1391-1406. [PMID: 37300648 PMCID: PMC10310622 DOI: 10.1007/s10815-023-02806-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 04/03/2023] [Indexed: 06/12/2023] Open
Abstract
PURPOSE Our objective was to design an automated deep learning model that extracts the morphokinetic events of embryos that were recorded by time-lapse incubators. Using automated annotation, we set out to characterize the temporal heterogeneity of preimplantation development across a large number of embryos. METHODS To perform a retrospective study, we used a dataset of video files of 67,707 embryos from four IVF clinics. A convolutional neural network (CNN) model was trained to assess the developmental states that appear in single frames from 20,253 manually-annotated embryos. Probability-weighted superposition of multiple predicted states was permitted, thus accounting for visual uncertainties. Superimposed embryo states were collapsed onto discrete series of morphokinetic events via monotonic regression of whole-embryo profiles. Unsupervised K-means clustering was applied to define subpopulations of embryos of distinctive morphokinetic profiles. RESULTS We perform automated assessment of single-frame embryo states with 97% accuracy and demonstrate whole-embryo morphokinetic annotation with R-square 0.994. High quality embryos that had been valid candidates for transfer were clustered into nine subpopulations, as characterized by distinctive developmental dynamics. Retrospective comparative analysis of transfer versus implantation rates reveals differences between embryo clusters as marked by poor synchronization of the third mitotic cell-cleavage cycle. CONCLUSIONS By demonstrating fully automated, accurate, and standardized morphokinetic annotation of time-lapse embryo recordings from IVF clinics, we provide practical means to overcome current limitations that hinder the implementation of morphokinetic decision-support tools within clinical IVF settings due to inter-observer and intra-observer manual annotation variations and workload constrains. Furthermore, our work provides a platform to address embryo heterogeneity using dimensionality-reduced morphokinetic descriptions of preimplantation development.
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Affiliation(s)
- Nir Zabari
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, The Edmond J. Safra Campus, 9190416, Jerusalem, Israel
| | - Yoav Kan-Tor
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, The Edmond J. Safra Campus, 9190416, Jerusalem, Israel
- The Center for Interdisciplinary Data Science Research, The Hebrew University of Jerusalem, The Edmond J. Safra Campus, Givat Ram, 9190401, Jerusalem, Israel
| | - Yuval Or
- Department of Obstetrics and Gynecology, Division of Reproductive Endocrinology and Infertility, Kaplan Hospital, Rehovot, Israel
| | - Zeev Shoham
- Department of Obstetrics and Gynecology, Division of Reproductive Endocrinology and Infertility, Kaplan Hospital, Rehovot, Israel
| | - Yoel Shufaro
- Infertility and IVF Unit, Helen Schneider Hospital for Women, Rabin Medical Center, Beilinson Hospital, Petach Tikva, Israel
| | - Dganit Richter
- The IVF Unit Gyn/Obs, Soroka University Medical Center, Beer-Sheva, Israel
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Iris Har-Vardi
- The IVF Unit Gyn/Obs, Soroka University Medical Center, Beer-Sheva, Israel
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Assaf Ben-Meir
- Department of Obstetrics and Gynecology, Hadassah Medical Center - Hebrew University of Jerusalem, Jerusalem, Israel
- Infertility and IVF Unit, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Naama Srebnik
- The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, The Edmond J. Safra Campus - Givat Ram, 9190401, Jerusalem, Israel
- In Vitro Fertilization Unit, Department of Obstetrics and Gynecology, Shaare Zedek Medical Center, 9103102, Jerusalem, Israel
| | - Amnon Buxboim
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, The Edmond J. Safra Campus, 9190416, Jerusalem, Israel.
- The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, The Edmond J. Safra Campus - Givat Ram, 9190401, Jerusalem, Israel.
- The Alexender Grass Center for Bioengineering, The Hebrew University of Jerusalem, The Edmond J. Safra Campus, Givat Ram, 9190401, Jerusalem, Israel.
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Serrano-Novillo C, Uroz L, Márquez C. Novel Time-Lapse Parameters Correlate with Embryo Ploidy and Suggest an Improvement in Non-Invasive Embryo Selection. J Clin Med 2023; 12:jcm12082983. [PMID: 37109319 PMCID: PMC10146271 DOI: 10.3390/jcm12082983] [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: 03/13/2023] [Revised: 04/12/2023] [Accepted: 04/19/2023] [Indexed: 04/29/2023] Open
Abstract
Selecting the best embryo for transfer is key to success in assisted reproduction. The use of algorithms or artificial intelligence can already predict blastulation or implantation with good results. However, ploidy predictions still rely on invasive techniques. Embryologists are still essential, and improving their evaluation tools can enhance clinical outcomes. This study analyzed 374 blastocysts from preimplantation genetic testing cycles. Embryos were cultured in time-lapse incubators and tested for aneuploidies; images were then studied for morphokinetic parameters. We present a new parameter, "st2, start of t2", detected at the beginning of the first cell cleavage, as strongly implicated in ploidy status. We describe specific cytoplasmic movement patterns associated with ploidy status. Aneuploid embryos also present slower developmental rates (t3, t5, tSB, tB, cc3, and t5-t2). Our analysis demonstrates a positive correlation among them for euploid embryos, while aneuploids present non-sequential behaviors. A logistic regression study confirmed the implications of the described parameters, showing a ROC value of 0.69 for ploidy prediction (95% confidence interval (CI), 0.62 to 0.76). Our results show that optimizing the relevant indicators to select the most suitable blastocyst, such as by including st2, could reduce the time until the pregnancy of a euploid baby while avoiding invasive and expensive methods.
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Affiliation(s)
| | - Laia Uroz
- Gravida, Hospital de Barcelona, 08034 Barcelona, Spain
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Kieslinger DC, Vergouw CG, Ramos L, Arends B, Curfs MHJM, Slappendel E, Kostelijk EH, Pieters MHEC, Consten D, Verhoeven MO, Besselink DE, Broekmans F, Cohlen BJ, Smeenk JMJ, Mastenbroek S, de Koning CH, van Kasteren YM, Moll E, van Disseldorp J, Brinkhuis EA, Kuijper EAM, van Baal WM, van Weering HGI, van der Linden PJQ, Gerards MH, Bossuyt PM, van Wely M, Lambalk CB. Clinical outcomes of uninterrupted embryo culture with or without time-lapse-based embryo selection versus interrupted standard culture (SelecTIMO): a three-armed, multicentre, double-blind, randomised controlled trial. Lancet 2023; 401:1438-1446. [PMID: 37004670 DOI: 10.1016/s0140-6736(23)00168-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 12/02/2022] [Accepted: 01/17/2023] [Indexed: 04/04/2023]
Abstract
BACKGROUND Time-lapse monitoring is increasingly used in fertility laboratories to culture and select embryos for transfer. This method is offered to couples with the promise of improving pregnancy chances, even though there is currently insufficient evidence for superior clinical results. We aimed to evaluate whether a potential improvement by time-lapse monitoring is caused by the time-lapse-based embryo selection method itself or the uninterrupted culture environment that is part of the system. METHODS In this three-armed, multicentre, double-blind, randomised controlled trial, couples undergoing in-vitro fertilisation or intracytoplasmic sperm injection were recruited from 15 fertility clinics in the Netherlands and randomly assigned using a web-based, computerised randomisation service to one of three groups. Couples and physicians were masked to treatment group, but embryologists and laboratory technicians could not be. The time-lapse early embryo viability assessment (EEVA; TLE) group received embryo selection based on the EEVA time-lapse selection method and uninterrupted culture. The time-lapse routine (TLR) group received routine embryo selection and uninterrupted culture. The control group received routine embryo selection and interrupted culture. The co-primary endpoints were the cumulative ongoing pregnancy rate within 12 months in all women and the ongoing pregnancy rate after fresh single embryo transfer in a good prognosis population. Analysis was by intention to treat. This trial is registered on the ICTRP Search Portal, NTR5423, and is closed to new participants. FINDINGS 1731 couples were randomly assigned between June 15, 2017, and March 31, 2020 (577 to the TLE group, 579 to the TLR group, and 575 to the control group). The 12-month cumulative ongoing pregnancy rate did not differ significantly between the three groups: 50·8% (293 of 577) in the TLE group, 50·9% (295 of 579) in the TLR group, and 49·4% (284 of 575) in the control group (p=0·85). The ongoing pregnancy rates after fresh single embryo transfer in a good prognosis population were 38·2% (125 of 327) in the TLE group, 36·8% (119 of 323) in the TLR group, and 37·8% (123 of 325) in the control group (p=0·90). Ten serious adverse events were reported (five TLE, four TLR, and one in the control group), which were not related to study procedures. INTERPRETATION Neither time-lapse-based embryo selection using the EEVA test nor uninterrupted culture conditions in a time-lapse incubator improved clinical outcomes compared with routine methods. Widespread application of time-lapse monitoring for fertility treatments with the promise of improved results should be questioned. FUNDING Health Care Efficiency Research programme from Netherlands Organisation for Health Research and Development and Merck.
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Affiliation(s)
- D C Kieslinger
- IVF Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.
| | - C G Vergouw
- IVF Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - L Ramos
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Radboudumc, Nijmegen, Netherlands
| | - B Arends
- IVF Center, UMC Utrecht, Utrecht, Netherlands
| | | | - E Slappendel
- Center for Fertility, Nij Geertgen, Elsendorp, Netherlands
| | - E H Kostelijk
- IVF Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - D Consten
- IVF Center, Elisabeth-TweeSteden Ziekenhuis Tilburg, Netherlands
| | - M O Verhoeven
- IVF Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - D E Besselink
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Radboudumc, Nijmegen, Netherlands
| | - F Broekmans
- IVF Center, UMC Utrecht, Utrecht, Netherlands
| | - B J Cohlen
- Isala Fertility Center, Isala, Zwolle, Netherlands
| | - J M J Smeenk
- IVF Center, Elisabeth-TweeSteden Ziekenhuis Tilburg, Netherlands
| | - S Mastenbroek
- Center for Reproductive Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Reproduction and Development, Preconception and Conception, Amsterdam, Netherlands
| | - C H de Koning
- Center for Fertility, Tergooi Medical Centre, Blaricum, Netherlands
| | - Y M van Kasteren
- Center for Fertility, Noordwest Ziekenhuisgroep, Alkmaar, Netherlands
| | - E Moll
- Center for Fertility, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | - J van Disseldorp
- Center for Fertility, Saint Antonius Ziekenhuis, Nieuwegein, Netherlands
| | - E A Brinkhuis
- Center for Fertility, Meander Medical Centre, Amersfoort, Netherlands
| | - E A M Kuijper
- Center for Fertility, Spaarne Gasthuis, Haarlem, Netherlands
| | - W M van Baal
- Center for Fertility, Flevo Hospital, Almere, Netherlands
| | | | - P J Q van der Linden
- Department of Obstetrics, Gynaecology and Reproductive Medicine, Deventer Ziekenhuis, Deventer, Netherlands
| | - M H Gerards
- Center for Fertility, Diakonessenhuis, Utrecht, Netherlands
| | - P M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - M van Wely
- Center for Reproductive Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - C B Lambalk
- IVF Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Sciorio R, Aiello R, Janssens R. Considerations on staffing levels for a modern assisted reproductive laboratory. JBRA Assist Reprod 2023; 27:120-130. [PMID: 36515254 PMCID: PMC10065777 DOI: 10.5935/1518-0557.20220048] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 08/23/2022] [Indexed: 12/12/2022] Open
Abstract
The duties recently performed in the embryology laboratory have deeply increased compared to those realized a couple of decades ago. Currently, procedures include conventional in vitro fertilization (IVF) and ICSI techniques, or processing of surgically retrieved sperm, embryo culture and time-lapse monitoring, blastocyst culture, as well as trophectoderm biopsy for preimplantation genetic testing and cryopreservation. These techniques require not only time, but also high knowledge level and acutely concentration by the embryologist team. The existing data indicate that an IVF laboratory need to have adequate staffing levels to perform the required daily duties, and to work in optimal conditions that are critical to assure a high quality service, as well as avoiding incidents and to provide the best outcomes. As a result, IVF clinics have invested in human resources, but there is still a large discrepancy between IVF centres on the number of embryologists employed. Currently there is no golden standard on the human resource requirements for assisted reproductive technology procedures; therefore, in this review paper we aim to provide arguments to take into account to determine the embryology staffing requirements in an embryology laboratory to assure optimal safety and efficiency of operations.
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Affiliation(s)
- Romualdo Sciorio
- Edinburgh Assisted Conception Programme, EFREC, Royal Infirmary of
Edinburgh, 51 Little France Crescent, Old Dalkeith Road, Edinburgh, Scotland, EH16
4SA, UK
| | - Raffaele Aiello
- OMNIA Lab S.C.a.R.L, Via Cesare Rosaroll 24, 80139 Naples, Italy
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Duval A, Nogueira D, Dissler N, Maskani Filali M, Delestro Matos F, Chansel-Debordeaux L, Ferrer-Buitrago M, Ferrer E, Antequera V, Ruiz-Jorro M, Papaxanthos A, Ouchchane H, Keppi B, Prima PY, Regnier-Vigouroux G, Trebesses L, Geoffroy-Siraudin C, Zaragoza S, Scalici E, Sanguinet P, Cassagnard N, Ozanon C, De La Fuente A, Gómez E, Gervoise Boyer M, Boyer P, Ricciarelli E, Pollet-Villard X, Boussommier-Calleja A. A hybrid artificial intelligence model leverages multi-centric clinical data to improve fetal heart rate pregnancy prediction across time-lapse systems. Hum Reprod 2023; 38:596-608. [PMID: 36763673 PMCID: PMC10068266 DOI: 10.1093/humrep/dead023] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 01/10/2023] [Indexed: 02/12/2023] Open
Abstract
STUDY QUESTION Can artificial intelligence (AI) algorithms developed to assist embryologists in evaluating embryo morphokinetics be enriched with multi-centric clinical data to better predict clinical pregnancy outcome? SUMMARY ANSWER Training algorithms on multi-centric clinical data significantly increased AUC compared to algorithms that only analyzed the time-lapse system (TLS) videos. WHAT IS KNOWN ALREADY Several AI-based algorithms have been developed to predict pregnancy, most of them based only on analysis of the time-lapse recording of embryo development. It remains unclear, however, whether considering numerous clinical features can improve the predictive performances of time-lapse based embryo evaluation. STUDY DESIGN, SIZE, DURATION A dataset of 9986 embryos (95.60% known clinical pregnancy outcome, 32.47% frozen transfers) from 5226 patients from 14 European fertility centers (in two countries) recorded with three different TLS was used to train and validate the algorithms. A total of 31 clinical factors were collected. A separate test set (447 videos) was used to compare performances between embryologists and the algorithm. PARTICIPANTS/MATERIALS, SETTING, METHODS Clinical pregnancy (defined as a pregnancy leading to a fetal heartbeat) outcome was first predicted using a 3D convolutional neural network that analyzed videos of the embryonic development up to 2 or 3 days of development (33% of the database) or up to 5 or 6 days of development (67% of the database). The output video score was then fed as input alongside clinical features to a gradient boosting algorithm that generated a second score corresponding to the hybrid model. AUC was computed across 7-fold of the validation dataset for both models. These predictions were compared to those of 13 senior embryologists made on the test dataset. MAIN RESULTS AND THE ROLE OF CHANCE The average AUC of the hybrid model across all 7-fold was significantly higher than that of the video model (0.727 versus 0.684, respectively, P = 0.015; Wilcoxon test). A SHapley Additive exPlanations (SHAP) analysis of the hybrid model showed that the six first most important features to predict pregnancy were morphokinetics of the embryo (video score), oocyte age, total gonadotrophin dose intake, number of embryos generated, number of oocytes retrieved, and endometrium thickness. The hybrid model was shown to be superior to embryologists with respect to different metrics, including the balanced accuracy (P ≤ 0.003; Wilcoxon test). The likelihood of pregnancy was linearly linked to the hybrid score, with increasing odds ratio (maximum P-value = 0.001), demonstrating the ranking capacity of the model. Training individual hybrid models did not improve predictive performance. A clinic hold-out experiment was conducted and resulted in AUCs ranging between 0.63 and 0.73. Performance of the hybrid model did not vary between TLS or between subgroups of embryos transferred at different days of embryonic development. The hybrid model did fare better for patients older than 35 years (P < 0.001; Mann-Whitney test), and for fresh transfers (P < 0.001; Mann-Whitney test). LIMITATIONS, REASONS FOR CAUTION Participant centers were located in two countries, thus limiting the generalization of our conclusion to wider subpopulations of patients. Not all clinical features were available for all embryos, thus limiting the performances of the hybrid model in some instances. WIDER IMPLICATIONS OF THE FINDINGS Our study suggests that considering clinical data improves pregnancy predictive performances and that there is no need to retrain algorithms at the clinic level unless they follow strikingly different practices. This study characterizes a versatile AI algorithm with similar performance on different time-lapse microscopes and on embryos transferred at different development stages. It can also help with patients of different ages and protocols used but with varying performances, presumably because the task of predicting fetal heartbeat becomes more or less hard depending on the clinical context. This AI model can be made widely available and can help embryologists in a wide range of clinical scenarios to standardize their practices. STUDY FUNDING/COMPETING INTEREST(S) Funding for the study was provided by ImVitro with grant funding received in part from BPIFrance (Bourse French Tech Emergence (DOS0106572/00), Paris Innovation Amorçage (DOS0132841/00), and Aide au Développement DeepTech (DOS0152872/00)). A.B.-C. is a co-owner of, and holds stocks in, ImVitro SAS. A.B.-C. and F.D.M. hold a patent for 'Devices and processes for machine learning prediction of in vitro fertilization' (EP20305914.2). A.D., N.D., M.M.F., and F.D.M. are or have been employees of ImVitro and have been granted stock options. X.P.-V. has been paid as a consultant to ImVitro and has been granted stocks options of ImVitro. L.C.-D. and C.G.-S. have undertaken paid consultancy for ImVitro SAS. The remaining authors have no conflicts to declare. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
| | - D Nogueira
- INOVIE Fertilité, Institut de Fertilité La Croix Du Sud, Toulouse, France
- Art Fertility Clinics, IVF laboratory, Abu Dhabi, United Arab Emirate
| | | | | | | | - L Chansel-Debordeaux
- Service de la biologie et de la reproduction et CECOS, CHU Bordeaux Groupe Hospitalier Pellegrin, Bordeaux, France
| | - M Ferrer-Buitrago
- Crea Centro Médico de Fertilidad y Reproducción Asistida, Valencia, Spain
| | - E Ferrer
- Crea Centro Médico de Fertilidad y Reproducción Asistida, Valencia, Spain
| | - V Antequera
- Crea Centro Médico de Fertilidad y Reproducción Asistida, Valencia, Spain
| | - M Ruiz-Jorro
- Crea Centro Médico de Fertilidad y Reproducción Asistida, Valencia, Spain
| | - A Papaxanthos
- Service de la biologie et de la reproduction et CECOS, CHU Bordeaux Groupe Hospitalier Pellegrin, Bordeaux, France
| | - H Ouchchane
- INOVIE Fertilité, Gen-Bio, Clermont-Ferrand, France
| | - B Keppi
- INOVIE Fertilité, Gen-Bio, Clermont-Ferrand, France
| | - P-Y Prima
- Laboratoire FIV PMAtlantique - Clinique Santé Atlantique, Nantes, France
| | | | | | - C Geoffroy-Siraudin
- Hopital Saint Joseph, Service Médicine et Biologie de la Reproduction, Marseille, France
| | - S Zaragoza
- INOVIE Fertilité, Bioaxiome, Avignon, France
| | - E Scalici
- INOVIE Fertilité, Bioaxiome, Avignon, France
| | - P Sanguinet
- INOVIE Fertilité, LaboSud, Montpellier, France
| | - N Cassagnard
- INOVIE Fertilité, Institut de Fertilité La Croix Du Sud, Toulouse, France
| | - C Ozanon
- Clinique Hôtel Privé Natecia, Centre Assistance Médicale à la Procréation, Lyon, France
| | | | - E Gómez
- Next Fertility, Murcia, Spain
| | - M Gervoise Boyer
- Hopital Saint Joseph, Service Médicine et Biologie de la Reproduction, Marseille, France
| | - P Boyer
- Hopital Saint Joseph, Service Médicine et Biologie de la Reproduction, Marseille, France
| | | | - X Pollet-Villard
- Nataliance, Centre Assistance Médicale à la Procréation, Saran, France
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Watanabe S, Yoshikai K, Matsuda Y, Miyai S, Sawada Y, Kurahashi H, Sawada T. The effect of early irregular cell division of human embryos on blastocyst euploidy: considerations from the subsequent development of the blastomeres by direct or reverse cleavage. F&S SCIENCE 2023; 4:21-29. [PMID: 36410651 DOI: 10.1016/j.xfss.2022.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/11/2022] [Accepted: 11/15/2022] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To investigate whether blastocysts that divide irregularly reduce subsequent blastocyst euploidy. DESIGN Retrospective study. SETTING Private clinic. PATIENT(S) A total of 122 blastocysts for which consent for disposal and research use was obtained. INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) Results of next-generation sequencing analysis of the blastocysts and whether blastomeres by normal or irregular divisions subsequently participated in blastocyst formation or not. RESULT(S) The embryos were classified according to their dynamics until the second cleavage. The blastocyst euploidy rates were 33.3% (19/57) in the normal cleavage (NC) group, 38.3% (18/47) in the direct cleavage (embryos with one cell dividing into 3 cells) (DC) group, and 72.2% (13/18) in the reverse cleavage (RC) (embryos with fused cells once divided) group. The rate of the RC group was significantly higher than that of the NC group. The blastocyst participation rate of the blastomeres were 95.6% in the NC group and 56.5% in that derived from DC of the first cleavage, and 91.7% in that of blastomeres derived from normal division of the second cleavage and 53.6% in that derived from DC of the second cleavage, both of which were significantly lower in the latter. In the RC group, the rates of fused and nonfused blastomeres were 62.1% and 87.5%, respectively, with no significant difference. CONCLUSION(S) The blastomeres generated by DC were often excluded from blastocyst formation, and we speculate that this is one reason why their division does not reduce blastocyst euploidy. The association between RC and euploidy of blastocysts merits further study.
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Affiliation(s)
| | | | | | - Shunsuke Miyai
- Institute for Comprehensive Medical Science, Fujita Health University, Toyoake, Japan
| | - Yuki Sawada
- Sawada Women's Clinic, Nagoya, Japan; Department of Obstetrics and Gynecology, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Hiroki Kurahashi
- Institute for Comprehensive Medical Science, Fujita Health University, Toyoake, Japan
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Govahi A, Nasr-Esfahani MH, Amjadi F, Mahdevar M, Mehdizadeh R, Mehdizadeh M. Cutting-edge techniques provide insights regarding repeated implantation failure patients. Reprod Biomed Online 2022; 46:687-696. [PMID: 36792416 DOI: 10.1016/j.rbmo.2022.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 11/30/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022]
Abstract
RESEARCH QUESTION Can time-lapse parameters and the transcriptional profile of cumulus cells be used to achieve a more stringent and non-invasive method of embryo assessment and to identify possible factors affecting the embryo's ability to implant in repeated implantation failure (RIF) patients? DESIGN A total of 190 embryos from 18 oocyte donors and 145 embryos from 15 RIF patients were evaluated based on time-lapse parameters. Three morphokinetic parameters including T5 (time to reach five cells), T3 (time to reach three cells) and CC2 (time to two to three cells) were recorded for all embryos. Embryos that had all three parameters in the normal range were graded as high quality and comparison between these parameters were compared in high-quality embryos between two groups. The transcriptional profile of cumulus cells related to high-quality embryos of both groups were analysed by RNA sequencing and compared. Finally, the possible relationship between differentially expressed genes and time-lapse parameters was examined. RESULTS T5 was significantly lower in the RIF group than the donor group (P = 0.011). The cumulus cell transcriptome analysis showed 193 genes were down-regulated and 222 genes up-regulated. The mammalian target of rapamycin and the transforming growth factor beta pathways were significantly increased in the RIF group compared to the donor group (P = 0.007 and 0.01, respectively). Vitamin B12 and fatty acid beta-oxidation pathways were also significantly reduced in the RIF group compared to the donor group (P = 0.006 and 0.01, respectively). CONCLUSIONS Differences in the transcriptomic profiles of cumulus cells and some morphokinetic parameters may be one of the main factors contributing to unexplained RIF.
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Affiliation(s)
- Azam Govahi
- Endometriosis Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad-Hossein Nasr-Esfahani
- Department of Animal Biotechnology, Reproductive Biomedicine Research Center, Royan Institute for Biotechnology, ACECR, Isfahan, Iran
| | - Fatemehsadat Amjadi
- Department of Anatomy, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | | | - Rana Mehdizadeh
- School of Dentistry, Central Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Mehdi Mehdizadeh
- Reproductive Sciences and Technology Research Center, Department of Anatomy, Iran University of Medical Sciences, Tehran, Iran.
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de Castro P, Vendrell X, Escrich L, Grau N, Gonzalez-Martin R, Quiñonero A, Dominguez F, Escribá MJ. Comparative single-cell transcriptomic profiles of human androgenotes and parthenogenotes during early development. Fertil Steril 2022; 119:675-687. [PMID: 36563838 DOI: 10.1016/j.fertnstert.2022.12.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 12/02/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To unravel the differential transcriptomic behavior of human androgenotes (AGs) and parthenogenotes (PGs) throughout the first cell cycles, analyze the differential expression of genes related to key biologic processes, and determine the time frame for embryonic genome activation (EGA) in AGs and PGs. DESIGN Laboratory study. SETTING Private fertility clinic. PATIENT(S) Mature oocytes were retrieved from healthy donors and subjected to artificial oocyte activation using calcium ionophore and puromycin to generate PGs (n = 6) or enucleated and subjected to intracytoplasmic sperm injection to generate AGs (n = 10). INTERVENTION(S) Uniparental constructs at different early stages of development were disaggregated into constituent single cells (we suggest the terms parthenocytes and androcytes) to characterize the single-cell transcriptional landscape using next-generation sequencing. MAIN OUTCOMES MEASURE(S) Transcriptomic profiles comparison between different stages of early development in AGs and PGs. RESULT(S) The uniparental transcriptomic profiles at the first cell cycle showed 68 down-regulated and 26 up-regulated differentially expressed genes (DEGs) in PGs compared with AGs. During the third cell cycle, we found 60 up-regulated and 504 down-regulated DEGs in PGs compared with AGs. In the fourth cell cycle, 1,771 up-regulated and 1,171 down-regulated DEGs were found in PGs compared with AGs. The AGs and PGs had reduced EGA profiles during the first 3 cell cycles, and a spike of EGA at the fourth cell cycle was observed in PGs. CONCLUSION(S) Transcriptomic analysis of AGs and PGs revealed their complementary behavior until the fourth cell cycle. Androgenotes undergo a low wave of transcription during the first cell cycle, which reflects the paternal contribution to cell cycle coordination, mechanics of cell division, and novel transcription regulation. Maternal transcripts are most prominent in the third and fourth cell cycles, with amplification of transcription related to morphogenic progression and embryonic developmental competence acquisition. Regarding EGA, in PGs, a primitive EGA begins at the 1-cell stage and gradually progresses until the 4-cell stage, when crucial epigenetic reprogramming (through methylation) is up-regulated. In addition, our longitudinal single-cell transcriptomic analysis challenges that the zygote and early cleavage stages are the only totipotent entities, by revealing potential totipotency in cleavage-stage AGs and implications of paternal transcripts.
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Affiliation(s)
- Pedro de Castro
- Grupo de Investigación en Medicina Reproductiva, Fundación FIVI, Instituto de Investigación Sanitaria La Fe (IIS LA FE), Valencia, Spain
| | | | | | | | - Roberto Gonzalez-Martin
- Grupo de Investigación en Medicina Reproductiva, Fundación FIVI, Instituto de Investigación Sanitaria La Fe (IIS LA FE), Valencia, Spain
| | - Alicia Quiñonero
- Grupo de Investigación en Medicina Reproductiva, Fundación FIVI, Instituto de Investigación Sanitaria La Fe (IIS LA FE), Valencia, Spain
| | - Francisco Dominguez
- Grupo de Investigación en Medicina Reproductiva, Fundación FIVI, Instituto de Investigación Sanitaria La Fe (IIS LA FE), Valencia, Spain.
| | - María José Escribá
- Grupo de Investigación en Medicina Reproductiva, Fundación FIVI, Instituto de Investigación Sanitaria La Fe (IIS LA FE), Valencia, Spain; IVI Valencia, Valencia, Spain
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