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Fjeldstad J, Qi W, Siddique N, Mercuri N, Nayot D, Krivoi A. Segmentation of mature human oocytes provides interpretable and improved blastocyst outcome predictions by a machine learning model. Sci Rep 2024; 14:10569. [PMID: 38719918 PMCID: PMC11078996 DOI: 10.1038/s41598-024-60901-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 04/29/2024] [Indexed: 05/12/2024] Open
Abstract
Within the medical field of human assisted reproductive technology, a method for interpretable, non-invasive, and objective oocyte evaluation is lacking. To address this clinical gap, a workflow utilizing machine learning techniques has been developed involving automatic multi-class segmentation of two-dimensional images, morphometric analysis, and prediction of developmental outcomes of mature denuded oocytes based on feature extraction and clinical variables. Two separate models have been developed for this purpose-a model to perform multiclass segmentation, and a classifier model to classify oocytes as likely or unlikely to develop into a blastocyst (Day 5-7 embryo). The segmentation model is highly accurate at segmenting the oocyte, ensuring high-quality segmented images (masks) are utilized as inputs for the classifier model (mask model). The mask model displayed an area under the curve (AUC) of 0.63, a sensitivity of 0.51, and a specificity of 0.66 on the test set. The AUC underwent a reduction to 0.57 when features extracted from the ooplasm were removed, suggesting the ooplasm holds the information most pertinent to oocyte developmental competence. The mask model was further compared to a deep learning model, which also utilized the segmented images as inputs. The performance of both models combined in an ensemble model was evaluated, showing an improvement (AUC 0.67) compared to either model alone. The results of this study indicate that direct assessments of the oocyte are warranted, providing the first objective insights into key features for developmental competence, a step above the current standard of care-solely utilizing oocyte age as a proxy for quality.
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Affiliation(s)
- Jullin Fjeldstad
- Clinical Embryology and Scientific Operations, Future Fertility, 3 Church St, Toronto, ON, M5E 1A9, Canada.
| | - Weikai Qi
- Data Science, Future Fertility, 3 Church St, Toronto, ON, M5E 1A9, Canada
| | - Nadia Siddique
- Clinical Embryology and Scientific Operations, Future Fertility, 3 Church St, Toronto, ON, M5E 1A9, Canada
| | - Natalie Mercuri
- Clinical Embryology and Scientific Operations, Future Fertility, 3 Church St, Toronto, ON, M5E 1A9, Canada
| | - Dan Nayot
- Chief Medical Officer, Future Fertility, 3 Church St, Toronto, ON, M5E 1A9, Canada
| | - Alex Krivoi
- Data Science, Future Fertility, 3 Church St, Toronto, ON, M5E 1A9, Canada
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Capalbo A, Buonaiuto S, Figliuzzi M, Damaggio G, Girardi L, Caroselli S, Poli M, Patassini C, Cetinkaya M, Yuksel B, Azad A, Grøndahl M, Hoffmann E, Simón C, Colonna V, Kahraman S. A standardized approach for case selection and genomic data analysis of maternal exomes for the diagnosis of oocyte maturation and early embryonic developmental arrest in IVF. Reprod Biomed Online 2022; 45:508-518. [DOI: 10.1016/j.rbmo.2022.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 05/17/2022] [Indexed: 11/15/2022]
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Lee YSL, Gardner DK. Early cleaving embryos result in blastocysts with increased aspartate and glucose consumption, which exhibit different metabolic gene expression that persists in placental and fetal tissues. J Assist Reprod Genet 2021; 38:3099-3111. [PMID: 34705191 DOI: 10.1007/s10815-021-02341-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 10/07/2021] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES Using time-lapse microscopy, previous research has shown that IVF mouse embryos that cleave earlier at the first division ('fast') develop into blastocysts with increased glucose consumption and lower likelihood of post-implantation loss as compared to slower cleaving embryos ('slow'). Further, metabolomics analysis employing LC-MS conducted on groups of 'fast' blastocysts revealed that more aspartate was consumed. With the worldwide adoption of single blastocyst transfer as the standard of care, the need for quantifiable biomarkers of viability, such as metabolism of specific nutrients, would greatly assist in embryo selection for transfer. METHODS Here we describe the development of a targeted enzymatic assay to quantitate aspartate uptake of single blastocysts. RESULTS Results demonstrate that the rates of aspartate and glucose consumption were significantly higher in individual 'fast' blastocysts. Blastocysts, together with placental and fetal liver tissue collected following transfer, were analysed for the expression of genes involved in aspartate and carbohydrate metabolism. In 'fast' blastocysts, expressions of B3gnt5, Slc2a1, Slc2a3, Got1 and Pkm2 were found to be significantly higher. In placental tissue derived from 'fast' blastocysts, expression of Slc2a1, Got1 and Pkm2 were significantly higher, while levels of Got1 and Pkm2 were lower in fetal liver tissue compared to tissue from 'slow' blastocysts. CONCLUSIONS Importantly, this study shows that genes regulating aspartate and glucose metabolism were increased in blastocysts that have higher viability, with differences maintained in resultant placentae and fetuses. Consequently, the analysis of aspartate uptake in combination with glucose represents biomarkers of development and may improve embryo selection efficacy and pregnancy rates.
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Affiliation(s)
- Y S L Lee
- Melbourne IVF, East Melbourne, Victoria, Australia
- School of Biosciences, University of Melbourne, Parkville, VIC, 3010, Australia
| | - D K Gardner
- Melbourne IVF, East Melbourne, Victoria, Australia.
- School of Biosciences, University of Melbourne, Parkville, VIC, 3010, Australia.
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Nahshon C, Dirnfeld M, Koifman M, Blais I, Lahav-Baratz S. Comparison of day 2 and overnight day 3 frozen embryo transfers: A prospective randomized controlled trial. Reprod Biol 2021; 21:100565. [PMID: 34600346 DOI: 10.1016/j.repbio.2021.100565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 09/20/2021] [Accepted: 09/21/2021] [Indexed: 11/19/2022]
Abstract
In certain patients cleavage stage embryos may be preferred. The relationship between an additional day in culture and pregnancy outcomes is not well established. We aimed to compare outcomes of day 2 versus overnight day 3 frozen embryo transfer (FET). In this randomized controlled trial, patients with day 2 cryopreserved embryos were allocated to two groups. In group A embryos were transferred on day 2, the same day of thawing. In group B embryos were transferred one day after thawing, on day 3 after overnight incubation. Out of 410 patients eligible, 92 were recruited. Finally, 72 patients participated, 39 in group A and 33 in group B. No significant difference in implantation (11 % in group A and 14 % in group B, p = 0.81), clinical pregnancy (18 % in group A and 21 % in group B, p = 0.73) or live birth rates (13 % in group A and 18 % in group B, p = 0.53) was found. To conclude, no significant difference in reproductive outcomes was found when comparing patients with day 2 or overnight day 3 FET. Considering published data on blastocyst transfer, cleavage stage ET may still be a relevant option and the decision between day 2 or overnight day 3 ET depends on patients' and physicians' preference and recommendation.
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Affiliation(s)
- Chen Nahshon
- Division of Reproductive Endocrinology and IVF, Department of Obstetrics and Gynecology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruch Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
| | - Martha Dirnfeld
- Division of Reproductive Endocrinology and IVF, Department of Obstetrics and Gynecology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruch Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Mara Koifman
- Division of Reproductive Endocrinology and IVF, Department of Obstetrics and Gynecology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruch Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Idit Blais
- Division of Reproductive Endocrinology and IVF, Department of Obstetrics and Gynecology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruch Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Shirly Lahav-Baratz
- Division of Reproductive Endocrinology and IVF, Department of Obstetrics and Gynecology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruch Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
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Wang HT, Hong PP, Li HY, Zhou W, Li T. Use of a new set of key performance indicators for evaluating the performance of an in vitro fertilization laboratory in which blastocyst culture and the freeze-all strategy are the primary treatment in patients with in vitro fertilization. J Int Med Res 2021; 49:3000605211044364. [PMID: 34551603 PMCID: PMC8485302 DOI: 10.1177/03000605211044364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Objective To evaluate the performance of an in vitro fertilization (IVF) laboratory using a new set of key performance indicators (KPIs) when the main treatment of IVF patients had been changed. Methods Patients who underwent fresh embryo transfer and the freeze-all strategy in August, September, and October 2017 were retrospectively studied to evaluate the performance of an IVF laboratory in September when implantation rate of fresh embryo transfer decreased. KPIs associated with blastocyst culture and the first frozen embryo transfer (FET) cycle in patients with the freeze-all strategy were compared over 3 months. Results Day 5 usable blastocyst and good quality blastocyst rates, and day 3 usable/good quality embryo rates were not different among the three periods. The implantation rate and KPIs associated with morphological changes in warmed blastocysts in the first FET cycle in patients with the freeze-all strategy were also not different among the periods. Conclusions KPIs associated with embryo quality, blastocyst culture, and the pregnancy outcome of the first FET cycle in patients with the freeze-all strategy suggested that performance was unaffected in our IVF laboratory in September. These KPIs might be useful for internal quality control analysis of IVF laboratories.
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Affiliation(s)
| | | | | | | | - Tao Li
- Tao Li, Reproductive Medicine Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou China, #6 East Longkou Road, Gangding, Tianhe District, Guangzhou 510630, China.
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The freeze-all strategy after IVF: which indications? Reprod Biomed Online 2020; 42:529-545. [PMID: 33384269 DOI: 10.1016/j.rbmo.2020.11.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 10/09/2020] [Accepted: 11/18/2020] [Indexed: 12/21/2022]
Abstract
The freeze-all strategy is gaining popularity worldwide as an alternative to the conventional fresh embryo transfer. It consists of cryopreservation of the entire embryo cohort and the embryo transfer in a subsequent cycle that takes place separately from ovarian stimulation. The freeze-all strategy was initially a 'rescue' strategy for women at high risk of ovarian hyperstimulation syndrome; however, this approach has been extended to other indications as a scheduled strategy to improve implantation rates. This assumes that ovarian stimulation can alter endometrial receptivity in fresh cycles owing to the effect of supraphysiological levels of steroids on endometrial maturation. The procedure, however, has not been associated with increased live birth rates in all infertile couples, and concerns have been raised about the occurrence of several adverse perinatal outcomes. It is, therefore, crucial to identify in which subgroups of patients a freeze-all strategy could be beneficial. The aim of this review is to summarize current scientific research in this field to highlight potential indications for this strategy and to guide clinicians in their daily practice.
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Bourdon M, Ferreux L, Maignien C, Patrat C, Marcellin L, Pocate-Cheriet K, Chapron C, Santulli P. Tobacco consumption is associated with slow-growing day-6 blastocysts. F S Rep 2020; 1:30-36. [PMID: 34223209 PMCID: PMC8244283 DOI: 10.1016/j.xfre.2020.04.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 04/28/2020] [Accepted: 04/28/2020] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE To investigate if there are any obvious clinical factors associated with delayed blastulation at day 6 (D6) compared with day 5 (D5). DESIGN Monocentric observational cohort study from November 2012 to December 2018. SETTING Tertiary-care academic medical center. PATIENTS A total of 941 women with an entire cohort of exclusively D5 blastocysts compared with 162 patients with a cohort of exclusively D6 blastocysts. INTERVENTIONS None. MAIN OUTCOME MEASURES Clinical characteristics and data related to the ovarian stimulation protocols. RESULTS After univariate analysis, a significantly higher proportion of women who were active smokers was found in the D6 group compared with the D5 group (n = 22/162 [13.6%] vs. n = 82/941 [8.7%]). In addition, the women in the D6 group had a higher rank number of assisted reproductive technology (ART; total no. of ART cycles performed: 2.1 ± 1.4 vs. 1.6 ± 1.1) and a lower antral follicle count (AFC; 18.7 ± 11.3 vs. 22.2 ± 12.8). Moreover, fertilization with the use of intracytoplasmic sperm injection was used more frequently in the D6 group compared with the D5 group. Logistic regression analysis adjusted for confounders highlighted several independent predictors for reaching blastocyst stage at D6 rather than D5: being an active smoker, previous ART cycles, and a lower AFC. CONCLUSIONS Obtaining an exclusively D6 blastocyst cohort is independently associated with women who are active smokers, previous ART cycles, and a lower AFC. These findings provide evidence, to be confirmed by further studies, that women who are active smokers could greatly benefit from smoking cessation before undergoing ART.
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Affiliation(s)
- Mathilde Bourdon
- Service de Gynécologie-Obstétrique II et de Médecine de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris
- Institut Cochin, Institut National de la Santé et de la Recherche Médicale U1016, Sorbonne Paris Cité, Université de Paris, Paris
| | - Lucile Ferreux
- Service d’Histologie-Embryologie-Biologie de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris, France
| | - Chloé Maignien
- Service de Gynécologie-Obstétrique II et de Médecine de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris
| | - Catherine Patrat
- Service d’Histologie-Embryologie-Biologie de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris, France
| | - Louis Marcellin
- Service de Gynécologie-Obstétrique II et de Médecine de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris
- Institut Cochin, Institut National de la Santé et de la Recherche Médicale U1016, Sorbonne Paris Cité, Université de Paris, Paris
| | - Khaled Pocate-Cheriet
- Service d’Histologie-Embryologie-Biologie de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris, France
| | - Charles Chapron
- Service de Gynécologie-Obstétrique II et de Médecine de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris
- Institut Cochin, Institut National de la Santé et de la Recherche Médicale U1016, Sorbonne Paris Cité, Université de Paris, Paris
| | - Pietro Santulli
- Service de Gynécologie-Obstétrique II et de Médecine de la Reproduction, Faculté de Médecine, Sorbonne Paris Cité, Université de Paris, Assistance Publique–Hôpitaux de Paris Centre, Cochin, Paris
- Institut Cochin, Institut National de la Santé et de la Recherche Médicale U1016, Sorbonne Paris Cité, Université de Paris, Paris
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Zhao H, Liu H, Li M, Wu K. Clinical outcomes following frozen-thawed blastocyst transfers with blastocysts derived from different cell numbers on day 3: a retrospective cohort study. J Assist Reprod Genet 2020; 37:641-648. [PMID: 31902101 PMCID: PMC7125268 DOI: 10.1007/s10815-019-01664-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 12/12/2019] [Indexed: 10/25/2022] Open
Abstract
PURPOSE To evaluate clinical outcomes after frozen-thawed blastocyst transfer (TBT) with blastocysts which were derived from different cell numbers on day 3. METHODS The study included 1444 patients undergoing single autologous frozen-thawed blastocyst transfer cycles, which were allocated to five groups according to the cell numbers on day 3 of the transferred blastocysts: ≤ 6-cell (n = 109), 7-cell (n = 169), 8-cell (n = 811), 9-cell (n = 136), and ≥ 10-cell (n = 219). RESULTS The LBR of the ≤ 6-cell group was found to be statistically lower than that of the 8-cell group in single TBT cycles which had been transferred with fair quality blastocysts (defined as 4BB according to Gardner's grading scale) (41.28% vs 55.73%, P = 0.004), while the miscarriage rate was significantly higher for the ≤ 6-cell group compared with the 8-cell group (25.00% vs 13.74%, P = 0.02). No differences were found between the two groups in terms of cPR (P = 0.06). However, for blastocysts categorized as high quality according to Gardner's classification (defined as 4AA/4AB/4BA), cPR, LBR, and early miscarriage rates did not differ between the two groups (P = 0.76, P = 0.44, P = 0.40, respectively). CONCLUSIONS When transferring blastocysts, an evaluation of the cleavage stage should be performed along with blastocyst morphology to shorten the time of conceiving.
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Affiliation(s)
- Haibin Zhao
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, National Research Center for Assisted Reproductive Technology and Reproductive Genetics, No.157 Jingliu Road, Jinan, 250001, People's Republic of China
- The Key laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, NO. 157 Jingliu Road, Jinan, 250001, China
| | - Hui Liu
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, National Research Center for Assisted Reproductive Technology and Reproductive Genetics, No.157 Jingliu Road, Jinan, 250001, People's Republic of China
- The Key laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, NO. 157 Jingliu Road, Jinan, 250001, China
| | - Mei Li
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, National Research Center for Assisted Reproductive Technology and Reproductive Genetics, No.157 Jingliu Road, Jinan, 250001, People's Republic of China
- The Key laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, NO. 157 Jingliu Road, Jinan, 250001, China
| | - Keliang Wu
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, National Research Center for Assisted Reproductive Technology and Reproductive Genetics, No.157 Jingliu Road, Jinan, 250001, People's Republic of China.
- The Key laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China.
- Shandong Provincial Key Laboratory of Reproductive Medicine, NO. 157 Jingliu Road, Jinan, 250001, China.
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Kuno T, Tachibana M, Fujimine-Sato A, Fue M, Higashi K, Takahashi A, Kurosawa H, Nishio K, Shiga N, Watanabe Z, Yaegashi N. A Preclinical Evaluation towards the Clinical Application of Oxygen Consumption Measurement by CERMs by a Mouse Chimera Model. Int J Mol Sci 2019; 20:ijms20225650. [PMID: 31726651 PMCID: PMC6888687 DOI: 10.3390/ijms20225650] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 11/01/2019] [Accepted: 11/06/2019] [Indexed: 11/16/2022] Open
Abstract
We have developed an automated device for the measurement of oxygen consumption rate (OCR) called Chip-sensing Embryo Respiratory Measurement system (CERMs). To verify the safety and the significance of the OCR measurement by CERMs, we conducted comprehensive tests using a mouse model prior to clinical trials in a human in vitro fertilization (IVF) program. Embryo transfer revealed that the OCR measured by CERMs did not compromise the full-term development of mice or their future fertility, and was positively correlated with adenosine triphosphate (ATP) production and the mitochondrial membrane potential (ΔΨm), thereby indirectly reflecting mitochondrial oxidative phosphorylation (OXPHOS) activity. We demonstrated that the OCR is independent of embryo morphology (the size) and number of mitochondria (mitochondrial DNA copy number). The OCR correlated with the total cell numbers, whereas the inner cell mass (ICM) cell numbers and the fetal developmental rate were not. Thus, the OCR may serve as an indicator of the numbers of trophectoderm (TE) cells, rather than number or quality of ICM cells. However, implantation ability was neither correlated with the OCR, nor the embryo size in this model. This can probably be attributed to the limitation that chimeric embryos contain non-physiological high TE cells counts that are beneficial for implantation. CERMs can be safely employed in clinical IVF owing to it being a safe, highly effective, non-invasive, accurate, and quantitative tool for OCR measurement. Utilization of CERMs for clinical testing of human embryos would provide further insights into the nature of oxidative metabolism and embryonic viability.
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Affiliation(s)
- Takashi Kuno
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Masahito Tachibana
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
- Correspondence: ; Tel.: +81-22-717-7251; Fax: +81-22-717-7258
| | - Ayako Fujimine-Sato
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Misaki Fue
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Keiko Higashi
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Aiko Takahashi
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Hiroki Kurosawa
- Department of Obstetrics and Gynecology, Tohoku Medical and pharmaceutical university, Wakabayashi hospital, Sendai 984-8560, Japan;
| | - Keisuke Nishio
- Institute for Animal Experimentation, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan;
| | - Naomi Shiga
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Zen Watanabe
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
| | - Nobuo Yaegashi
- Department of Obstetrics and Gynecology, Tohoku University Hospital, Sendai 980-8574, Japan; (T.K.); (A.F.-S.); (M.F.); (K.H.); (A.T.); (N.S.); (Z.W.); (N.Y.)
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Storr A, Bilir E, Cooke S, Garrett D, Venetis CA. Fine-tuning blastocyst selection based on morphology: a multicentre analysis of 2461 single blastocyst transfers. Reprod Biomed Online 2019; 39:588-598. [PMID: 31515169 DOI: 10.1016/j.rbmo.2019.06.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 05/16/2019] [Accepted: 06/18/2019] [Indexed: 11/25/2022]
Abstract
RESEARCH QUESTION Which blastocyst morphology parameter is associated with live birth after controlling for female age and endometrial receptivity? DESIGN Retrospective study including fresh single blastocyst transfers (n = 2461) where the value of serum progesterone on day of human chorionic gonadotrophin trigger (PdHCG) was available. Generalized estimating equation regression models evaluated the independent effects of developmental stage (DevSt), inner cell mass (ICM) and trophectoderm grade on live birth rates while controlling for the confounding effects of female age and PdHCG. RESULTS DevSt was strongly associated with the probability of live birth (P < 0.0001) independently of female age (odds ratio [OR] 0.89, 95% confidence interval [CI] 0.87-0.91) and PdHCG (OR 0.80, 95% CI 0.74-0.87). For full blastocysts, expanded blastocysts and hatching blastocysts, addition of ICM and trophectoderm grading in the multivariable analysis suggested that besides female age (OR 0.92, 95% CI 0.90-0.94) and PdHCG (OR 0.80, 95% CI 0.73-0.87), only DevSt (P = 0.001) and trophectoderm quality (P = 0.004) were independent predictors of live birth, while the predictive capacity of ICM was no longer significant. The mean probability of live birth was highest for AA blastocysts (35.0%), followed by BA blastocysts (31.2%) and AB blastocysts (27.7%). CONCLUSION This large study analyses for the first time the independent role of blastocyst morphology in predicting live birth while controlling for female age and PdHCG. Its findings suggest that DevSt and then trophectoderm grade are stronger predictors of live birth over ICM grade when selecting a single blastocyst for transfer.
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Affiliation(s)
- Ashleigh Storr
- School of Women's and Children's Health, UNSW Medicine, UNSW NSW, Australia; Flinders Fertility, Adelaide SA, Australia.
| | - Esra Bilir
- Koç University, School of Medicine Istanbul, Turkey
| | | | | | - Christos A Venetis
- IVF Australia, Sydney NSW, Australia; Centre for Big Data Research in Health and School of Women's and Children's Health, UNSW NSW, Australia
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Scarica C, Cimadomo D, Dovere L, Giancani A, Stoppa M, Capalbo A, Ubaldi FM, Rienzi L, Canipari R. An integrated investigation of oocyte developmental competence: expression of key genes in human cumulus cells, morphokinetics of early divisions, blastulation, and euploidy. J Assist Reprod Genet 2019; 36:875-887. [PMID: 30710230 DOI: 10.1007/s10815-019-01410-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 01/18/2019] [Indexed: 12/29/2022] Open
Abstract
PURPOSE To investigate the association of cumulus cell (CC)-related expression of a selected cluster of key genes (PTGS2, CAMK1D, HAS2, STC1, and EFNB2) with embryo development to blastocyst. METHODS Exploratory study at a private clinic. Eighteen advanced maternal age patients were enrolled (37.3 ± 4.0 years). Seventy-five cumuli were collected, whose oocytes resulted in either developmental arrest (N = 33) or blastocyst formation (N = 42). The noninvasive CC gene expression was combined with time-lapse morphokinetic parameters and, for blastocysts, with qPCR-based aneuploidy testing on trophectoderm biopsies. RESULTS The detection rate was 100% for all transcripts, but STC1 (96%) and CAMK1D (89%). Among amplified assays, CC mean expression levels of CAMK1D, PTGS2, and HAS2 were higher from oocytes that developed to blastocyst. No difference in CC key gene expression was reported between euploid (N = 21) and aneuploid (N = 21) blastocysts. Some timings of early embryo development were faster in embryos developing to blastocyst (time of pronuclei appearance and fading, division to two- and four-cells, first and second cell cycles). However, the generalized linear models outlined increasing CAMK1D expression levels as the strongest parameter associated with oocytes' developmental potential from both a general (AUC = 0.78 among amplified samples) and an intrapatient perspectives (AUC = 0.9 among patients obtaining ≥ 2 zygotes from the cohort with different developmental outcomes). CONCLUSIONS CAMK1D level of expression in CCs associated with blastocyst development. If confirmed from larger studies in wider populations of patients, the investigation of CC key gene expression might suit IVF clinics not adopting blastocyst culture. Future investigations should clarify the role of CAMK1D in ovarian physiology and could provide novel insights on how oocytes gain competence during folliculogenesis.
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Affiliation(s)
- C Scarica
- DAHFMO, Unit of Histology and Medical Embryology, Sapienza, University of Rome, Rome, Italy.,Casa di cura Villa Salaria, Rome, Italy
| | - D Cimadomo
- Clinica Valle Giulia, G.EN.E.R.A. Centers for Reproductive Medicine, via G. De Notaris 2/b, Rome, Italy
| | - L Dovere
- Clinica Valle Giulia, G.EN.E.R.A. Centers for Reproductive Medicine, via G. De Notaris 2/b, Rome, Italy
| | - A Giancani
- DAHFMO, Unit of Histology and Medical Embryology, Sapienza, University of Rome, Rome, Italy.,Clinica Valle Giulia, G.EN.E.R.A. Centers for Reproductive Medicine, via G. De Notaris 2/b, Rome, Italy
| | - M Stoppa
- Clinica Valle Giulia, G.EN.E.R.A. Centers for Reproductive Medicine, via G. De Notaris 2/b, Rome, Italy
| | | | - F M Ubaldi
- Clinica Valle Giulia, G.EN.E.R.A. Centers for Reproductive Medicine, via G. De Notaris 2/b, Rome, Italy
| | - L Rienzi
- Clinica Valle Giulia, G.EN.E.R.A. Centers for Reproductive Medicine, via G. De Notaris 2/b, Rome, Italy.
| | - R Canipari
- DAHFMO, Unit of Histology and Medical Embryology, Sapienza, University of Rome, Rome, Italy
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Continuous embryo culture elicits higher blastulation but similar cumulative delivery rates than sequential: a large prospective study. J Assist Reprod Genet 2018; 35:1329-1338. [PMID: 29725911 DOI: 10.1007/s10815-018-1195-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 04/24/2018] [Indexed: 10/17/2022] Open
Abstract
PURPOSE To assess whether continuous embryo culture involves better embryological and/or clinical outcomes than sequential. METHODS Prospective study at a private IVF center. All consecutive IVF cycles (September 2013-2015) fulfilling the inclusion criteria underwent embryo culture in either Continuous-Single-Culture-Media (CSCM, n = 972) or sequential media (Quinn's Advantage, n = 514), respectively. ICSI, blastocyst culture in either standard (MINC) or undisturbed (Embryoscope) incubation, transfer (until September 2016), and pregnancy follow-up (until September 2017) were performed. When aneuploidy testing was required, trophectoderm biopsy and qPCR were performed. Sub-analyses and logistic regression corrected for confounders were performed. The primary outcomes were overall blastocyst rate per oocyte and mean blastocyst rate per cycle. The sample size was defined to reach 95 and 80% statistical power for the former and the latter outcome, respectively. Secondary outcomes were euploidy (if assessed), cumulative delivery rates, gestational age, and birthweight. RESULTS Continuous embryo culture resulted into a higher overall blastocyst rate per inseminated oocyte than sequential (n = 2211/5841, 37.9% vs. 1073/3216, 33.4%; p < 0.01), confirmed also from a cycle-based analysis (mean blastocyst rate: 38.7% ± 29.7% vs. 34.3% ± 29.4%; p = 0.01). The continuous media (OR = 1.23), the undisturbed incubation system (OR = 1.22), the maternal age (OR = 0.92), and the sperm factor (OR = 0.85) were outlined as positive predictors of blastulation. However, the cumulative delivery rates per ended cycle (i.e., delivery achieved or no blastocyst produced or left; > 90%) were comparable in the two groups (n = 244/903, 27.0% vs. 129/475, 27.2%). The neonatal outcomes were similar. CONCLUSIONS Continuous culture involves better embryological but similar clinical outcomes than sequential. This large prospective study supports the absence of clinical disparity among the two approaches.
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Live birth rate following frozen–thawed blastocyst transfer is higher with blastocysts expanded on Day 5 than on Day 6. Hum Reprod 2018; 33:390-398. [DOI: 10.1093/humrep/dey004] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 01/08/2018] [Indexed: 11/15/2022] Open
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Aba YA, Avci D, Guzel Y, Ozcelik SK, Gurtekin B. Effect of music therapy on the anxiety levels and pregnancy rate of women undergoing in vitro fertilization-embryo transfer: A randomized controlled trial. Appl Nurs Res 2017; 36:19-24. [DOI: 10.1016/j.apnr.2017.05.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 04/22/2017] [Accepted: 05/20/2017] [Indexed: 10/19/2022]
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Berkkanoglu M, Coetzee K, Bulut H, Ozgur K. Optimal embryo transfer strategy in poor response may include freeze-all. J Assist Reprod Genet 2016; 34:79-87. [PMID: 27832397 DOI: 10.1007/s10815-016-0825-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 09/30/2016] [Indexed: 12/17/2022] Open
Abstract
PURPOSE In this retrospective cohort study, we investigated the best embryo transfer strategy in ICSI cycles with ≤4 oocytes collected at oocyte retrieval. METHODS Women who underwent antagonist co-treatment COS for ICSI treatment between January 2010 and December 2015 at a private ART clinic (N = 2263). Eight hundred seventy-nine women (group 1) had ≤4 oocytes collected at oocyte retrieval, of whom 645 (group A) had cleavage stage embryo transfer (ET), and 234 (group B) had blastocyst ET. One thousand three hundred eighty-four women (group 2) had 10-15 oocytes collected at oocyte retrieval, of whom 676 (group C) had cleavage stage ET, and 708 women (group D) had blastocyst ET. Blastocyst vitrification was performed using the Cryotop method and FET using artificial cycles. RESULTS In group 1, the cancellation rate was significantly lower in group A (25.2 vs 38 %). The pregnancy rate (PR), clinical PR, implantation rate (IR), and live birth rate (LBR) per ET and per oocyte retrieval were all lower in group A. The clinical PR, IR, and LBR per ET of vitrified-warmed blastocyst ET were significantly the highest. In group 2, the cycle cancellation rate was significantly lower in group C (3.5 vs 13.4 %). The PR, clinical PR, and IR per ET and per oocyte retrieval were all lower in group C. The LBR per ET was significantly lower, but the LBR per oocyte retrieval was not significantly lower in group C. Again, the PR, clinical PR, and IR per ET of vitrified-warmed blastocyst ET were significantly the highest. CONCLUSIONS Day 5 ET strategy has been reserved for normal or high responders. The improved pregnancy outcomes from blastocyst culture and cryopreservation may challenge ART to extend this benefit to poor responders.
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Affiliation(s)
- Murat Berkkanoglu
- Antalya IVF, Halide Edip Cd. No: 7, Kanal Mh, Antalya, 07080, Turkey.
| | - Kevin Coetzee
- Antalya IVF, Halide Edip Cd. No: 7, Kanal Mh, Antalya, 07080, Turkey
| | - Hasan Bulut
- Antalya IVF, Halide Edip Cd. No: 7, Kanal Mh, Antalya, 07080, Turkey
| | - Kemal Ozgur
- Antalya IVF, Halide Edip Cd. No: 7, Kanal Mh, Antalya, 07080, Turkey
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Kurosawa H, Utsunomiya H, Shiga N, Takahashi A, Ihara M, Ishibashi M, Nishimoto M, Watanabe Z, Abe H, Kumagai J, Terada Y, Igarashi H, Takahashi T, Fukui A, Suganuma R, Tachibana M, Yaegashi N. Development of a new clinically applicable device for embryo evaluation which measures embryo oxygen consumption. Hum Reprod 2016; 31:2321-30. [PMID: 27609982 DOI: 10.1093/humrep/dew187] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Accepted: 06/28/2016] [Indexed: 12/16/2022] Open
Abstract
STUDY QUESTION Does a new system-the chip-sensing embryo respiration monitoring system (CERMs)-enable evaluation of embryo viability for potential application in a clinical IVF setting? SUMMARY ANSWER The system enabled the oxygen consumption rate of spheroids, bovine embryos and frozen-thawed human embryos to be measured, and this rate corresponded to the developmental potential of embryos. WHAT IS ALREADY KNOWN To date, no reliable and clinically suitable objective evaluation methods for embryos are available, which circumvent the differences in inter-observer subjective view. Existing systems such as the scanning electrochemical microscopy (SECM) technique, which enables the measurement of oxygen consumption rate in embryos, need improvement in usability before they can be applied to a clinical setting. STUDY DESIGN, SIZE, DURATION This is a prospective original research study. The feasibility of measuring the oxygen consumption rate was assessed using CERMs for 9 spheroids, 9 bovine embryos and 30 redundant frozen-thawed human embryos. The endpoints for the study were whether CERMs could detect a dissolved oxygen gradient with high sensitivity, had comparable accuracy to the SECM measuring system with improved usability, and could predict the development of an embryo to a blastocyst by measuring the oxygen consumption rate. The relationship between the oxygen consumption rate and standard morphological evaluation was also examined. PARTICIPANTS/MATERIALS, SETTING, METHODS We developed a new CERMs, which enables the oxygen consumption rate to be measured automatically using an electrochemical method. The device was initially used for measuring a dissolved oxygen concentration gradient in order to calculate oxygen consumption rate using nine spheroids. Next, we evaluated data correlation between the CERMs and the SECM measuring systems using nine bovine embryos. Finally, the oxygen consumption rates of 30 human embryos, which were frozen-thawed on 2nd day after fertilization, were measured by CERMs at 6, 24, 48, 72 and 96 h after thawing with standard morphological evaluation. Furthermore, the developed blastocysts were scored using the blastocyst quality score (BQS), and the correlation with oxygen consumption rate was also assessed. MAIN RESULTS AND THE ROLE OF CHANCE The device enabled the oxygen consumption rate of an embryo to be measured automatically within a minute. The oxygen concentration gradient profile showed excellent linearity in a distance-dependent change. A close correlation in the oxygen consumption rates of bovine embryos was observed between the SECM measuring system and CERMs, with a determination coefficient of 0.8203 (P = 0.0008). Oxygen consumption rates of human embryos that have reached the blastocyst stage were significantly higher than those of arrested embryos at 48, 72 and 96 h after thawing (P = 0.039, 0.004 and 0.049, respectively). Thus, in vitro development of frozen-thawed human embryos to the blastocyst stage would be predicted at 48 h after thawing (day 4) by measuring the oxygen consumption using CERMs. Although a positive linear relationship between BQS and the oxygen consumption rate was observed [the determination coefficient was R(2) = 0.6537 (P = 0.008)], two blastocysts exhibited low oxygen consumption rates considering their relatively high BQS. This suggests that morphology and metabolism in human embryos might not correlate consistently. LIMITATIONS, REASONS FOR CAUTION Transfer of the embryo and pregnancy evaluation was not performed. Thus, a correlation between oxygen consumption and the in vivo viability of embryos remains unknown. Clinical trials, including embryo transfer, would be desirable to determine a threshold value to elect clinically relevant, quality embryos for transfer. We utilized frozen-thawed human embryos in this study. The effect of these manipulations on the respiratory activity of the embryo is also unknown. WIDER IMPLICATIONS OF THE FINDINGS Selection of quality embryos, especially in a single embryo transfer cycle, by CERMs may have an impact on obtaining better clinical outcomes, albeit with clinical trials being required. Furthermore, the early determination of quality embryos by CERMs may enable the omission of long-term in vitro embryo culture to the blastocyst stage. CERMs is scalable technology that can be integrated into incubators and/or other embryo evaluation systems, such as the time-lapse systems, due to its chip-based architecture. Thus, CERMS would enable automatic measurement of oxygen consumption, under 5% CO2, in the near future, in order to reduce oxidative stress from exposure to atmospheric air. STUDY FUNDING/COMPETING INTERESTS This study was supported by grants from the Health and Labor Sciences Research Grant (H24-Hisaichiiki-Shitei-016). The authors have no conflicts of interest. TRIAL REGISTRATION NUMBER Not applicable.
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Affiliation(s)
- Hiroki Kurosawa
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Hiroki Utsunomiya
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Naomi Shiga
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Aiko Takahashi
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Motomasa Ihara
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Masumi Ishibashi
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Mitsuo Nishimoto
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Zen Watanabe
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Hiroyuki Abe
- Department of Biochemical Engineering, Yamagata University, Yamagata 992-8510, Japan
| | - Jin Kumagai
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Akita University, Akita 010-8543, Japan
| | - Yukihiro Terada
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Akita University, Akita 010-8543, Japan
| | - Hideki Igarashi
- Department of Obstetrics and Gynecology, Faculty of Medicine, Yamagata University, Yamagata 990-9585, Japan
| | - Toshifumi Takahashi
- Department of Obstetrics and Gynecology, Faculty of Medicine, Yamagata University, Yamagata 990-9585, Japan
| | - Atsushi Fukui
- Department of Obstetrics and Gynecology, Hirosaki University School of Medicine, Hirosaki 036-8562, Japan
| | - Ryota Suganuma
- Department of Obstetrics and Gynecology, Fukushima Medical University, Fukushima 960-1295, Japan
| | - Masahito Tachibana
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
| | - Nobuo Yaegashi
- Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
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Tilia L, Venetis C, Kilani S, Cooke S, Chapman M. Is oocyte meiotic spindle morphology associated with embryo ploidy? A prospective cohort study. Fertil Steril 2016; 105:1085-1092.e7. [PMID: 26776906 DOI: 10.1016/j.fertnstert.2015.12.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 11/24/2015] [Accepted: 12/08/2015] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To explore whether an association exists between oocyte meiotic spindle morphology visualized by polarized light microscopy at the time of intracytoplasmic sperm injection and the ploidy of the resulting embryo. DESIGN Prospective cohort study. SETTING Private IVF clinic. PATIENT(S) Patients undergoing preimplantation genetic screening/diagnosis (n = 113 patients). INTERVENTION(S) Oocyte meiotic spindles were assessed by polarized light microscopy and classified at the time of intracytoplasmic sperm injection as normal, dysmorphic, translucent, telophase, or no visible spindle. Single blastomere biopsy was performed on day 3 of culture for analysis by array comparative genomic hybridization. MAIN OUTCOME MEASURE(S) Spindle morphology and embryo ploidy association was evaluated by regression methods accounting for non-independence of data. RESULT(S) The frequency of euploidy in embryos derived from oocytes with normal spindle morphology was significantly higher than all other spindle classifications combined (odds ratio [OR] 1.93, 95% confidence interval [CI] 1.33-2.79). Oocytes with translucent (OR 0.25, 95% CI 0.13-0.46) and no visible spindle morphology (OR 0.35, 95% CI 0.19-0.63) were significantly less likely to result in euploid embryos when compared with oocytes with normal spindle morphology. There was no significant difference between normal and dysmorphic spindle morphology (OR 0.73, 95% CI 0.49-1.08), whereas no telophase spindles resulted in euploid embryos (n = 11). Assessment of spindle morphology was found to be independently associated with embryo euploidy after controlling for embryo quality (OR 1.73, 95% CI 1.16-2.60). CONCLUSION(S) Oocyte spindle morphology is associated with the resulting embryo's ploidy. Oocytes with normal spindle morphology are significantly more likely to produce euploid embryos compared with oocytes with meiotic spindles that are translucent or not visible.
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Affiliation(s)
- Liza Tilia
- School of Women's and Children's Health, University of New South Wales; IVF Australia, Sydney, New South Wales, Australia.
| | - Christos Venetis
- School of Women's and Children's Health, University of New South Wales
| | - Suha Kilani
- School of Women's and Children's Health, University of New South Wales; IVF Australia, Sydney, New South Wales, Australia
| | - Simon Cooke
- School of Women's and Children's Health, University of New South Wales; IVF Australia, Sydney, New South Wales, Australia
| | - Michael Chapman
- School of Women's and Children's Health, University of New South Wales; IVF Australia, Sydney, New South Wales, Australia
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Aziminekoo E, Mohseni Salehi MS, Kalantari V, Shahrokh Tehraninejad E, Haghollahi F, Hossein Rashidi B, Zandieh Z. Pregnancy outcome after blastocyst stage transfer comparing to early cleavage stage embryo transfer. Gynecol Endocrinol 2015; 31:880-4. [PMID: 26437606 DOI: 10.3109/09513590.2015.1056141] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Blastocyst transfer has been introduced as an alternative for improving the chance for in vitro fertilizations (IVF) implantation. The present study was to evaluate pregnancy rates when embryo transfer was performed either on day 2-3 (cleavage stage) or on day 4-5 (blastocyst stage). This randomized clinical trial included 118 infertile women. All the study subjects underwent controlled ovarian stimulation using a long protocol and randomized into two groups. BS group (n = 57), the culture was extended to day 5 (blastocyst stage) and in the CS-group (n = 61), embryo culture was continued to day 3 (cleavage stage). Ongoing pregnancies, abortion, implantation rate were evaluated. No significant differences were seen in the pregnancy rate between the two groups (33.3% in the BS group versus 27.9% in the CS group; p = 0.519). Abortion, implantation rate in two groups are not significant. Despite the lack of statistical difference between the two study groups, our data suggest that blastocyst transfer may be associated with a higher pregnancy and an overall better implantation rates. However, further studies with larger sample size are mandatory to confirm these findings.
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Affiliation(s)
- Elham Aziminekoo
- a Vali-e-Asr Reproductive Health Research Center, Tehran University of Medical Sciences , Tehran , Iran
| | - Maryam Sadat Mohseni Salehi
- b Departments of Obstetrics and Gynecology , Vali-e-Asr Hospital, Tehran University of Medical Sciences , Tehran , Iran , and
| | - Vahid Kalantari
- c The American University of Integrative Sciences, St. Maarten School of Medicine , St. Maarten , USA
| | | | - Fedyeh Haghollahi
- a Vali-e-Asr Reproductive Health Research Center, Tehran University of Medical Sciences , Tehran , Iran
| | - Batool Hossein Rashidi
- a Vali-e-Asr Reproductive Health Research Center, Tehran University of Medical Sciences , Tehran , Iran
| | - Zahra Zandieh
- a Vali-e-Asr Reproductive Health Research Center, Tehran University of Medical Sciences , Tehran , Iran
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Use of insulin to increase epiblast cell number: towards a new approach for improving ESC isolation from human embryos. BIOMED RESEARCH INTERNATIONAL 2013; 2013:150901. [PMID: 23509681 PMCID: PMC3583077 DOI: 10.1155/2013/150901] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Accepted: 01/07/2013] [Indexed: 11/17/2022]
Abstract
Human embryos donated for embryonic stem cell (ESC) derivation have often been cryopreserved for 5-10 years. As a consequence, many of these embryos have been cultured in media now known to affect embryo viability and the number of ESC progenitor epiblast cells. Historically, these conditions supported only low levels of blastocyst development necessitating their transfer or cryopreservation at the 4-8-cell stage. As such, these embryos are donated at the cleavage stage and require further culture to the blastocyst stage before hESC derivation can be attempted. These are generally of poor quality, and, consequently, the efficiency of hESC derivation is low. Recent work using a mouse model has shown that the culture of embryos from the cleavage stage with insulin to day 6 increases the blastocyst epiblast cell number, which in turn increases the number of pluripotent cells in outgrowths following plating, and results in an increased capacity to give rise to ESCs. These findings suggest that culture with insulin may provide a strategy to improve the efficiency with which hESCs are derived from embryos donated at the cleavage stage.
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Altmäe S, Reimand J, Hovatta O, Zhang P, Kere J, Laisk T, Saare M, Peters M, Vilo J, Stavreus-Evers A, Salumets A. Research resource: interactome of human embryo implantation: identification of gene expression pathways, regulation, and integrated regulatory networks. Mol Endocrinol 2011; 26:203-17. [PMID: 22074951 DOI: 10.1210/me.2011-1196] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
A prerequisite for successful embryo implantation is adequate preparation of receptive endometrium and the establishment and maintenance of a viable embryo. The success of implantation further relies upon a two-way dialogue between the embryo and uterus. However, molecular bases of these preimplantation and implantation processes in humans are not well known. We performed genome expression analyses of human embryos (n = 128) and human endometria (n = 8). We integrated these data with protein-protein interactions in order to identify molecular networks within the endometrium and the embryo, and potential embryo-endometrium interactions at the time of implantation. For that, we applied a novel network profiling algorithm HyperModules, which combines topological module identification and functional enrichment analysis. We found a major wave of transcriptional down-regulation in preimplantation embryos. In receptive-stage endometrium, several genes and signaling pathways were identified, including JAK-STAT signaling and inflammatory pathways. The main curated embryo-endometrium interaction network highlighted the importance of cell adhesion molecules in the implantation process. We also identified cytokine-cytokine receptor interactions involved in implantation, where osteopontin (SPP1), leukemia inhibitory factor (LIF) and leptin (LEP) pathways were intertwining. Further, we identified a number of novel players in human embryo-endometrium interactions, such as apolipoprotein D (APOD), endothelin 1 (END1), fibroblast growth factor 7 (FGF7), gastrin (GAST), kringle containing trnasmembrane protein 1 (KREMEN1), neuropilin 1 (NRP1), serpin peptidase inhibitor clade A member 3 (SERPINA3), versican (VCAN), and others. Our findings provide a fundamental resource for better understanding of the genetic network that leads to successful embryo implantation. We demonstrate the first systems biology approach into the complex molecular network of the implantation process in humans.
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Affiliation(s)
- Signe Altmäe
- Department of Clinical Science Intervention, and Technology, Division of Obstetrics and Gynaecology, Karolinska Institutet, Karolinska University Hospital Huddinge, 14186 Stockholm, Sweden.
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Abstract
The aim of this study was to evaluate the advantages of the two-step embryo transfer (ET) strategy combining a day 2/3 ET with a day 5/6 blastocyst transfer. In an observational comparative study, 400 infertile women were enrolled from two assisted reproductive technology (ART) units according to inclusion criteria: age below 42 years and at least three embryos obtained on day 2 thus allowing an extended in vitro culture. Two groups were defined according to the ET strategy adopted: group 1 had a two-step ET; and group 2 had a day 2/3 ET with (subgroup 2a) or without (subgroup 2b) blastocysts cryopreserved on day 5/6. Live birth rate was significantly higher in group 1 than in subgroups 2a and 2b (36.5% versus 29.4% and 13.4%, respectively; p < 10(-3)). Multiple pregnancy rates were comparable between groups. After adjusting on major prognostic factors, the two-step ET strategy was still associated with a significantly higher live birth rate than the day 2/3 ET (OR = 2.23; 95% CI: 1.32-3.77). The two-step ET provides better live birth rates than the cleavage-stage ET. It does not increase multiple pregnancy rates if the number of embryos transferred is limited. It also prevents cycle loss when embryos fail to develop into blastocysts.
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Campbell JM, Mitchell M, Nottle MB, Lane M. Development of a Mouse Model for Studying the Effect of Embryo Culture on Embryonic Stem Cell Derivation. Stem Cells Dev 2011; 20:1577-86. [DOI: 10.1089/scd.2010.0357] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- Jared M. Campbell
- School of Paediatrics and Reproductive Health, University of Adelaide, Adelaide, South Australia
- Centre for Stem Cell Research, University of Adelaide, Adelaide, South Australia
| | - Megan Mitchell
- School of Paediatrics and Reproductive Health, University of Adelaide, Adelaide, South Australia
| | - Mark B. Nottle
- Centre for Stem Cell Research, University of Adelaide, Adelaide, South Australia
- Robinson Institute, University of Adelaide, Adelaide, South Australia
| | - Michelle Lane
- School of Paediatrics and Reproductive Health, University of Adelaide, Adelaide, South Australia
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Ma R, Xie L, Han C, Su K, Qiu T, Wang L, Huang G, Xing W, Qiao J, Wang J, Cheng J. In vitro fertilization on a single-oocyte positioning system integrated with motile sperm selection and early embryo development. Anal Chem 2011; 83:2964-70. [PMID: 21438638 DOI: 10.1021/ac103063g] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In vitro fertilization (IVF) technology has been broadly applied to solve human infertility in recent years. However, the physical tools for IVF remain unchanged over several decades before microfluidic technology was introduced in this field. Here, we report a novel microdevice that integrates each step of IVF, including oocyte positioning, sperm screening, fertilization, medium replacement, and embryo culture. Oocytes can be singly positioned in a 4 × 4 array of octacolumn units. The four symmetrical straight channels, crossing at the oocyte positioning region, allowed efficient motile sperm selection and facilitated rapid medium replacement. The fertilization process and early embryonic development of the individual zygote was traced with microscopic recording and analyzed by in situ fluorescent staining. The murine sperm motility was increased from 60.8 ± 3.4% to 96.1 ± 1.9% through the screening channels. The embryo growth rate and blastocyst formation were similar between the routine Petri dish group and the microdevice group. The healthy blastocysts developed in the microdevice could be conveniently retrieved through a routine pipetting operation and used for further embryo transfer.
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Affiliation(s)
- Rui Ma
- Medical Systems Biology Research Center, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing 100084, China
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Ström S, Rodriguez-Wallberg K, Holm F, Bergström R, Eklund L, Strömberg AM, Hovatta O. No relationship between embryo morphology and successful derivation of human embryonic stem cell lines. PLoS One 2010; 5:e15329. [PMID: 21217828 PMCID: PMC3013107 DOI: 10.1371/journal.pone.0015329] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2010] [Accepted: 11/08/2010] [Indexed: 11/18/2022] Open
Abstract
Background The large number (30) of permanent human embryonic stem cell (hESC) lines and additional 29 which did not continue growing, in our laboratory at Karolinska Institutet have given us a possibility to analyse the relationship between embryo morphology and the success of derivation of hESC lines. The derivation method has been improved during the period 2002–2009, towards fewer xeno-components. Embryo quality is important as regards the likelihood of pregnancy, but there is little information regarding likelihood of stem cell derivation. Methods We evaluated the relationship of pronuclear zygote stage, the score based on embryo morphology and developmental rate at cleavage state, and the morphology of the blastocyst at the time of donation to stem cell research, to see how they correlated to successful establishment of new hESC lines. Results Derivation of hESC lines succeeded from poor quality and good quality embryos in the same extent. In several blastocysts, no real inner cell mass (ICM) was seen, but permanent well growing hESC lines could be established. One tripronuclear (3PN) zygote, which developed to blastocyst stage, gave origin to a karyotypically normal hESC line. Conclusion Even very poor quality embryos with few cells in the ICM can give origin to hESC lines.
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Affiliation(s)
- Susanne Ström
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.
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Sundström P, Saldeen P. Early embryo cleavage and day 2 mononucleation after intracytoplasmatic sperm injection for predicting embryo implantation potential in single embryo transfer cycles. Fertil Steril 2008; 89:475-7. [PMID: 17509583 DOI: 10.1016/j.fertnstert.2007.02.037] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2006] [Revised: 02/21/2007] [Accepted: 02/21/2007] [Indexed: 11/25/2022]
Abstract
In this study we analyzed the outcome of 275 fresh single embryo transfer cycles of day 2, mononucleate four-cell preembryos that had either cleaved early (n = 175) or not cleaved early (n = 100) 25 to 28 hours after intracytoplasmatic sperm injection. Neither the implantation rate nor the delivery rate showed any difference between the two groups, indicating that when a top-quality preembryo (mononucleate four-cell preembryo on day 2) is transferred, the presence of early cleavage seems to add no additional advantage in predicting the implantation potential of the preembryo.
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Lathi RB, Westphal LM, Milki AA. Aneuploidy in the miscarriages of infertile women and the potential benefit of preimplanation genetic diagnosis. Fertil Steril 2007; 89:353-7. [PMID: 17509575 DOI: 10.1016/j.fertnstert.2007.02.040] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2006] [Revised: 02/21/2007] [Accepted: 02/21/2007] [Indexed: 11/23/2022]
Abstract
OBJECTIVE To evaluate the frequency of specific aneuploidies in miscarriages in an infertility practice and calculate the potential sensitivities of the different aneuploidy screening options for preimplantation genetic diagnosis (PGD) in this setting. DESIGN Retrospective analysis. SETTING Academic reproductive endocrinology and infertility practice. PATIENT(S) Women with miscarriages that had karyotype analysis on products of conception. INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) Karyotype of spontaneous abortions compared with commercially available PGD options. RESULT(S) Of the 273 karyotypes analyzed, 177 (64.8%) were abnormal. The average age of the patients was 37 +/- 4.5 years. Using a limited five-probe panel, 54 of the 177 (31%) abnormal karyotypes would have been detected. In contrast, an extended PGD panel (using 9, 10, or 12 chromosome probes) would have detected 127, 131, and 140 of 177 abnormalities, 72%, 74%, and 79% respectively. The difference between the limited (5-probe) and extended (9-, 10-, and 12-probe) panels was statistically significant. There was not a statistically significant difference among the extended panels. CONCLUSION(S) Most of the abnormalities seen in miscarriages are detectable by PGD with extended panels. A significantly higher percentage of these abnormalities could be detected by screening for 9, 10, or 12 chromosomes compared with only 5.
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Affiliation(s)
- Ruth B Lathi
- Division of Reproductive Endocrinology and Infertility, Stanford University Medical Center, Stanford, California 94305, USA.
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Bongso A, Tan S. Human blastocyst culture and derivation of embryonic stem cell lines. ACTA ACUST UNITED AC 2007; 1:87-98. [PMID: 17142843 DOI: 10.1385/scr:1:2:087] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Human embryonic stem cell (hESC) biology is expected to revolutionize the future of medicine by the provision of cell-based therapies for the treatment of a variety of deliberatig diseases. The tremendous versatility of hESCs has reinforced this hope. To understand the biology of these mysterious cells and attempt to differentiate them into desirable tissues, bona fide hESCs that maintain their stability with time are required for research and clinical application. This review discusses the various protocols to derive and propagate hESCs from high quality embryos. The nature and properties of hESCs are also described together with unanswered questions that need to be addressed if this science is to be taken to the bedside.
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Affiliation(s)
- Ariff Bongso
- Department of Obstetrics and Gynaecology, National University of Singapore, Kent Ridge, Singapore 119074.
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El-Toukhy T, Khalaf Y, Braude P. IVF results: optimize not maximize. Am J Obstet Gynecol 2006; 194:322-31. [PMID: 16458624 DOI: 10.1016/j.ajog.2005.05.018] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2004] [Revised: 03/25/2005] [Accepted: 04/25/2005] [Indexed: 11/19/2022]
Abstract
The desire to improve in vitro fertilization (IVF) results has led clinicians to replace more than 1 embryo in the uterus. As a result, multiple births have increased over the last 2 decades to epidemic proportions, exposing the field of assisted conception to justified criticism. This review aims to ensure that physicians involved in the field of fertility treatment are aware of the risks and complications related to multiple pregnancies, and to explore possible strategies such as blastocyst culture, preimplantation genetic screening, and embryo cryopreservation, which can help to control and reverse the tide of multiple pregnancies without reducing the good success rate that modern IVF treatment enjoys. A brief overview of the respective UK legislative system is also presented.
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Affiliation(s)
- Tarek El-Toukhy
- Assisted Conception Unit, Guy's and St. Thomas' Hospital, NHS Trust, London, United Kingdom.
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Borini A, Lagalla C, Cattoli M, Sereni E, Sciajno R, Flamigni C, Coticchio G. Predictive factors for embryo implantation potential. Reprod Biomed Online 2005; 10:653-68. [PMID: 15949227 DOI: 10.1016/s1472-6483(10)61675-6] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
In spite of recent improvements in IVF, pregnancy rates have not increased significantly and one of the major problems remains the high multiple pregnancy rate. Better criteria are therefore necessary to establish the viability of a transferable embryo. Early prognosis of the developmental fate of the oocyte would help in selecting the best embryos to transfer, but non-invasive selection at the oocyte stage (extracytoplasmic and intracytoplasmic morphology) has proved to be of little prognostic value. Recently, it has been shown that follicular vascularization appears to be predictive of oocyte developmental fate, making it a good first-step approach for selection. Observation of pronuclei patterns at the zygote stage appears to offer an additional prognostic tool, correlating well with IVF outcome. Morphological evaluation of the embryo at days 2-3 remains the most used and valid method of selection, even though it is not sufficient to select embryos with the higher implantation potential. Blastocyst culture is another possible strategy for selecting the best embryos with reduced risk of aneuploidies, though not all major chromosomal aberrations are excluded by prolonged in-vitro culture. In summary, selecting the best embryo for transfer is a decision that should be based on choices made during the different stages of assisted reproductive technologies.
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Affiliation(s)
- Andrea Borini
- Tecnobios Procreazione, Via Dante 15, Bologna 40125, Italy.
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Abstract
With the introduction of numerous new technologies, human reproduction has undergone considerable development during the last 25 years. The possibilities for treating both female and male infertility are today less of a medico-technical and more of a socio-economic problem. The high incidence of multiple pregnancy is the problem that causes most concern, with impact upon the infertile couple, offspring and society. Attempts to solve this problem have been made but more work is needed.
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Affiliation(s)
- Lars Hamberger
- Department of Obstetrics and Gynaecology, Göteborg University, Sahlgrenska University Hospital, Göteborg, Sweden
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Brison DR. Overview: Are blastocysts better? HUM FERTIL 2002; 3:227-228. [PMID: 11844383 DOI: 10.1080/1464727002000199041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Daniel R. Brison
- Department of Reproductive Medicine, St Mary's Hospital, Whitworth Park, Manchester M13 0JH, UK
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Kinget K, Nijs M, Cox AM, Janssen M, Jacobs P, Bosmans E, Ombelet W. A novel approach for patients at risk for ovarian hyperstimulation syndrome: elective transfer of a single zona-free blastocyst on day 5. Reprod Biomed Online 2002; 4:51-5. [PMID: 12470353 DOI: 10.1016/s1472-6483(10)61915-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
In this preliminary prospective randomized study of 420 patients undergoing ovarian stimulation for IVF/intracytoplasmic sperm injection (ICSI), 17 patients (4%) developed moderate to severe ovarian hyperstimulation syndrome (OHSS). Re-evaluation for OHSS on day 4 and 6 after oocyte retrieval identified one patient with continuous risk for severe OHSS, resulting in cancellation of the transfer (1/17, 5.8%). Prospectively, two of three patients had the zona pellucida of the blastocyst removed by pronase exposure prior to transfer. Significantly more patients became pregnant when a zona-free blastocyst was transferred in comparison to transfer of a single zona-intact embryo (9/11 or 82% versus 1/5 or 20%; P < 0.01). Higher ongoing singleton pregnancy rates were obtained when the zona pellucida was removed prior to the transfer (6/11 and 1/5 respectively). This preliminary prospective randomized study indicates that by prolonging the evaluation time for patients at risk of developing OHSS for up to 6 days after the oocyte retrieval, those patients at risk for developing severe OHSS can be identified. Transferring a single zona-free day 5 embryo (blastocyst) and freezing of the supernumerary embryos offers the patient with moderate OHSS an optimal chance for a singleton pregnancy, while avoiding the serious maternal complications of ovarian hyperstimulation syndrome.
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Affiliation(s)
- Kristof Kinget
- Genk Institute for Fertility Technologies, ZOL, Schiepse Bos 6, B-3600 Genk, Belgium
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Taylor CT. Antioxidants and reactive oxygen species in human fertility. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2001; 10:189-198. [PMID: 21782576 DOI: 10.1016/s1382-6689(01)00099-0] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The cellular components of the human reproductive system are as vulnerable as other cells to the potential detrimental effects of reactive oxygen species (ROS). Antioxidant protection is thus required, though not yet fully characterized, at sites of gametogenesis, fertilization and implantation. Spermatozoa are highly susceptible to oxidative damage due to the high content of polyunsaturated fatty acids within their plasma membrane and such damage may underlie certain aspects of male infertility. However, oral antioxidant therapy with, for example, Vitamin E or glutathione has to date only achieved limited success in treatment programmes. Infertility treatments involve in vitro manipulation of gametes and embryos, ranging from simple spermatozoa preparation techniques to several days culture, exposing cells to increased oxygen levels and potential oxidative stress compared with in vivo. A considerable body of data has demonstrated the benefits for animal embryo culture and human sperm preparation of antioxidant supplementation as well as the removal of sources of ROS such as leucocytes, although data supporting supplementation for human embryo culture are limited. However, the use of exogenous superoxide dismutase may improve embryo development to the blastocyst stage. Evidence is accumulating for a role for ROS in signalling events mediating both sperm capacitation and luteal function. Potential also exists for ROS (including nitric oxide) to fulfill as yet unidentified roles in modulation signalling, gene expression and/or apoptotic events during fertilization, embryo development and implantation. Increasing knowledge of the mechanisms whereby ROS and endogenous antioxidant systems influence reproductive processes can assist to optimise the application of exogenous antioxidants to fertility treatment.
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Affiliation(s)
- C T Taylor
- The Fertility Centre, Priory Hospital, Priory Road, Edgbaston, Birmingham, B5 7UG, UK
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