46 Use of time-lapse imaging technology to assess relationships of morphological and phototextural attributes of presumptive ovine zygotes and early embryos with their developmental competence invitro

2021 ◽  
Vol 33 (2) ◽  
pp. 130
Author(s):  
S. Pena ◽  
K. Fryc ◽  
M. Murawski ◽  
A. Nowak ◽  
B. Kij ◽  
...  
Keyword(s):  
Time Lapse ◽  
Blastocyst Stage ◽  
Developmental Competence ◽  
Perivitelline Space ◽  
Embryo Viability ◽  
Pixel Intensity ◽  
Developmental Potential ◽  
Imaging Technology ◽  
Time Lapse Imaging ◽  
Zygote Stage

The assessment of morphology and digital image opacity may provide valuable information on embryo viability because such traits are linked to embryonic gene expression, metabolism and ultrastructure. Time-lapse imaging has been used in research to monitor the dynamic nature of the developing pre-implantation embryo, which includes capturing alterations in various morphological parameters over time. The present study examined the effectiveness of time-lapse technology in assessing several morphometric and phototextural parameters for predicting the developmental potential of ovine embryos. The development of 37 long wool sheep embryos from IVF to the blastocyst stage was monitored and evaluated using Primo Vision time-lapse imaging technology. Image-Pro Plus software was then used to measure zona pellucida thickness, embryo diameter, cellular grey-scale pixel intensity and heterogeneity, and total area of the perivitelline space. A one-way analysis of variance (ANOVA) was done using SigmaPlot® 11.0 for all attributes at various time points during embryo development [i.e. presumptive zygote stage, t(0); first cleavage, t(2) or t(3); second cleavage, t(4) or t(6); and third cleavage, t(7) or t(8)]. Our results indicate that most parameters analysed did not differ among embryos varying in their developmental fate, with the exception of the perivitelline space area, which was greater (P<0.05) for non-dividing embryos than for future blastocysts at the presumptive zygote stage (4040±4137 vs. 857±642µm2, respectively; mean±s.d.). Consequently, the measurement of perivitelline space at t(0) could be used to predict developmental potential of invitro-produced ovine embryos, but further investigation is required.

196 A NEW APPROACH TO PREDICT MOUSE EMBRYONIC DEVELOPMENTAL COMPETENCE USING A TIME-LAPSE SYSTEM AND THE 'SHORTEST HALF' analysis procedure

2007 ◽  
Vol 19 (1) ◽  
pp. 214 ◽  
Author(s):  
S. Yavin ◽  
A. Aroyo ◽  
Z. Roth ◽  
A. Arav
Keyword(s):  
Embryonic Development ◽  
Time Lapse ◽  
Time Frame ◽  
Blastocyst Stage ◽  
Developmental Competence ◽  
Embryo Morphology ◽  
Cell Stage ◽  
Developmental Potential ◽  
Additional Tool ◽  
Embryonic Cleavage

Embryonic development is a dynamic process in which embryo morphology may change immensely within several hours. Therefore, identifying and selecting embryos with the highest probability of developing and achieving a pregnancy is a major challenge. The timing of embryonic cleavage may serve as an additional indicator for the identification of quality embryos. The aim of this study was to characterize the cleavage timing of mouse embryos and to identify the stage that is most indicative of blastocyst formation. Mated mice (CB6F1) were sacrificed 20 h after hCG administration; putative zygotes were recovered and cultured (50 embryos in each 20-µL drop of M16) in a time-lapse system (EmbryoGuard; IMT, Ltd., Ness-Ziona, Israel) inside the incubator. The time-lapse system was programmed to take photos at half-hour intervals such that culture dishes were not removed from the incubator. The ‘shortest half’ statistical procedure of JMPIN (SAS Institute, Inc., Cary, NC, USA) was utilized to evaluate the period during which at least 50% of the embryonic population cleaves within the shortest time frame. Captured images made it possible to search along the time axis for the densest 50% of cleavage observations. Developing embryos were categorized into 3 groups according to the time of cleavage after hCG administration: before, during, and after the ‘shortest half’ for each developmental stage. Two hundred thirty putative zygotes cleaved and created 2-cell-stage embryos, of which 55 arrested at various stages and 175 progressed to the blastocyst stage. During embryonic development, cleavage timing appeared to become less uniform and the ‘shortest half’ became longer for each successive cell division: Whereas the shortest period in which 50% of the 2-cell-stage embryos cleaved was a 2-h interval, cleavage into the 4-cell, 8-cell, and blastocyst stages took 2.5, 3.5, and 5 h, respectively. The ‘short half’ for the first cleavage appears to be a predictive time frame for subsequent embryonic development, because cleavage was closely synchronized with 80% of the embryos developing to the blastocyst stage. Note that only a small number of embryos were actually cleaving early, while the ‘shortest half’ consisted of 50% of the embryonic population. Moreover, late-cleaving embryos in the 2-cell stage expressed inferior developmental potential relative to those that cleaved within the ‘shortest half’ (see Table 1). In summary, 2-cell-stage embryos that cleaved within the ‘shortest half’ seemed to be better synchronized and consequently more competent than the rest of the embryonic population. Embryonic cleavage timing using the ‘shortest half’ parameter can be considered a biological indicator of embryo potential. It may be useful as an additional tool for selecting embryos for transfer and cryopreservation. Table 1. Cleavage timing distribution into the 2-cell stage according to the shortest half

P–219 mtDNA content in bovine cumulus cells does not predict oocytés developmental competence

2021 ◽  
Vol 36 (Supplement_1) ◽  
Author(s):  
Á Martíne. Moro ◽  
I Lamas-Toranzo ◽  
L González-Brusi ◽  
A Pérez-Gómez ◽  
P Bermejo-Álvarez
Keyword(s):  
Cumulus Cell ◽  
Cumulus Cells ◽  
Oocyte Quality ◽  
Blastocyst Stage ◽  
Early Embryo ◽  
Developmental Competence ◽  
Success Rates ◽  
Developmental Potential ◽  
Mtdna Sequence

Abstract Study question Does cumulus cell mtDNA content correlate with oocyte developmental potential in the bovine model? Summary answer The relative amount of mtDNA content did not vary significantly in oocytes showing different developmental outcomes following IVF What is known already Cumulus cells are closely connected to the oocyte through transzonal projections, serving essential metabolic functions during folliculogenesis. These oocyte-supporting cells are removed and discarded prior to ICSI, thereby constituting an interesting biological material on which to perform molecular analysis aimed to predict oocyte developmental competence. Previous studies have positively associated oocytés mtDNA content with developmental potential in both animal models and women. However, it remains debatable whether mtDNA content in cumulus cells could be used as a proxy to infer oocyte developmental potential. Study design, size, duration Bovine cumulus cells were allocated into three groups according to the developmental potential of the oocyte: 1) oocytes developing to blastocysts following IVF (Bl+Cl+), 2) oocytes cleaving following IVF but arresting their development prior to the blastocyst stage (Bl-Cl+), and 3) oocytes not cleaving following IVF (Bl-Cl-). Relative mtDNA content was analysed in 40 samples/group, each composed by the cumulus cells from one cumulus-oocyte complex (COC). Participants/materials, setting, methods Bovine cumulus-oocyte complexes were obtained from slaughtered cattle and individually matured in vitro (IVM). Following IVM, cumulus cells were removed by hyaluronidase treatment, pelleted, snap frozen in liquid nitrogen and stored at –80 ºC until analysis. Cumulus-free oocytes were fertilized and cultured in vitro individually and development was recorded for each oocyte. Relative mtDNA abundance was determined by qPCR, amplifying a mtDNA sequence (COX1) and a chromosomal sequence (PPIA). Statistical differences were tested by ANOVA. Main results and the role of chance Relative mtDNA abundance did not differ significantly (ANOVA p > 0.05) between the three groups exhibiting different developmental potential (1±0.06 vs. 1.19±0.05 vs. 1.11±0.05, for Bl+Cl+ vs. Bl-Cl+ vs. Bl-Cl-, mean±s.e.m.). Limitations, reasons for caution Experiments were conducted in the bovine model. Although bovine folliculogenesis, monoovulatory ovulation and early embryo development exhibit considerable similarities with that of humans, caution should be taken when extrapolating these data to humans. Wider implications of the findings: The use of molecular markers for oocyte developmental potential in cumulus cells could be used to enhance success rates following single-embryo transfer. Unfortunately, mtDNA in cumulus cells was not found to be a good proxy for oocyte quality. Trial registration number Not applicable

scholarly journals MicroRNAs from Extracellular Vesicles Secreted by Bovine Embryos as Early Biomarkers of Developmental Competence

2020 ◽  
Vol 21 (23) ◽  
pp. 8888
Author(s):  
Bárbara Melo-Baez ◽  
Yat S. Wong ◽  
Constanza J. Aguilera ◽  
Joel Cabezas ◽  
Ana C. F. Mançanares ◽  
...  
Keyword(s):  
Extracellular Vesicles ◽  
Fatty Acid Biosynthesis ◽  
Culture Media ◽  
Blastocyst Stage ◽  
Developmental Competence ◽  
Target Cells ◽  
Bovine Embryos ◽  
Developmental Potential ◽  
Maternal Communication

During early development, embryos secrete extracellular vesicles (EVs) that participate in embryo–maternal communication. Among other molecules, EVs carry microRNAs (miRNAs) that interfere with gene expression in target cells; miRNAs participate in embryo–maternal communication. Embryo selection based on secreted miRNAs may have an impact on bovine breeding programs. This research aimed to evaluate the size, concentration, and miRNA content of EVs secreted by bovine embryos with different developmental potential, during the compaction period (days 3.5–5). Individual culture media from in vitro–produced embryos were collected at day 5, while embryos were further cultured and classified at day 7, as G1 (conditioned-culture media by embryos arrested in the 8–16-cells stage) and G2 (conditioned-culture media by embryos that reached blastocyst stages at day 7). Collected nanoparticles from embryo conditioned culture media were cataloged as EVs by their morphology and the presence of classical molecular markers. Size and concentration of EVs from G1 were higher than EVs secreted by G2. We identified 95 miRNAs; bta-miR-103, bta-miR-502a, bta-miR-100, and bta-miR-1 were upregulated in G1, whereas bta-miR-92a, bta-miR-140, bta-miR-2285a, and bta-miR-222 were downregulated. The most significant upregulated pathways were fatty acid biosynthesis and metabolism, lysine degradation, gap junction, and signaling pathways regulating pluripotency of stem cells. The characteristics of EVs secreted by bovine embryos during the compaction period vary according to embryo competence. Embryos that reach the blastocyst stage secrete fewer and smaller vesicles. Furthermore, the loading of specific miRNAs into the EVs depends on embryo developmental competence.

Use of time-lapse imaging to evaluate morphokinetics of in vitro equine blastocyst development after oocyte holding for two days at 15°C versus room temperature before intracytoplasmic sperm injection

2019 ◽  
Vol 31 (12) ◽  
pp. 1862 ◽  
Author(s):  
N. A. Martino ◽  
G. Marzano ◽  
A. Mastrorocco ◽  
G. M. Lacalandra ◽  
L. Vincenti ◽  
...  
Keyword(s):  
Embryo Development ◽  
Intracytoplasmic Sperm Injection ◽  
Room Temperature ◽  
Time Lapse ◽  
Blastocyst Stage ◽  
Blastocyst Development ◽  
Cell Stage ◽  
Group 13 ◽  
Time Lapse Imaging

Time-lapse imaging was used to establish the morphokinetics of equine embryo development to the blastocyst stage after invitro oocyte maturation (IVM), intracytoplasmic sperm injection (ICSI) and embryo culture, in oocytes held overnight at room temperature (22–27°C; standard conditions) before IVM. Embryos that developed to the blastocyst stage underwent precleavage cytoplasmic extrusion and cleavage to the 2-, 3- and 4-cell stages significantly earlier than did embryos that arrested in development. We then determined the rate of blastocyst formation after ICSI in oocytes held for 2 days at either 15°C or room temperature before IVM (15-2d and RT-2d treatment groups respectively). The blastocyst development rate was significantly higher in the 15-2d than in the RT-2d group (13% vs 0% respectively). The failure of blastocyst development in the RT-2d group precluded comparison of morphokinetics of blastocyst development between treatments. In any condition examined, development to the blastocyst stage was characterised by earlier cytoplasmic extrusion before cleavage, earlier cleavage to 2- and 4-cell stages and reduced duration at the 2-cell stage compared with non-competent embryos. In conclusion, this study presents morphokinetic parameters predictive of embryo development invitro to the blastocyst stage after ICSI in the horse. We conclude that time-lapse imaging allows increased precision for evaluating effects of different treatments on equine embryo development.

58 HISTONE DEACETYLASES INHIBITOR, SCRIPTAID, IS BENEFICIAL TO THE REPROGRAMMING OF SOMATIC NUCLEI FOLLOWING NUCLEAR TRANSFER

2009 ◽  
Vol 21 (1) ◽  
pp. 129
Author(s):  
J. G. Zhao ◽  
J. W. Ross ◽  
Y. H. Hao ◽  
D. M. Wax ◽  
L. D. Spate ◽  
...  
Keyword(s):  
Histone Acetylation ◽  
Histone Deacetylases ◽  
Nuclear Transfer ◽  
Blastocyst Stage ◽  
Untreated Group ◽  
Developmental Competence ◽  
Developmental Potential ◽  
Reconstructed Embryos

Somatic cell nuclear transfer (SCNT) is a promising technology with potential applications in both agriculture and regenerative medicine. The reprogramming of differentiated somatic nuclei into totipotent embryonic state following NT is not efficient and the mechanism is currently unknown. However, accumulating evidence suggests that faulty epigenetic reprogramming is likely to be the major cause of low success rates observed in all mammals produced through SCNT. It has been demonstrated that increased histone acetylation in reconstructed embryos by applying histone deacetylases inhibitor (HDACi) such as trychostatin A (TSA) significantly enhanced the developmental competence in several species in vitro and in vivo. However TSA has been known to be teratogenic. Compared with TSA, Scriptaid is a low toxic but more efficient HDACi (Su GH et al. 2000 Cancer Res. 60, 3137–3142). The objectives of this study were: 1) to investigate and optimize the application Scriptaid to the NT using Landrace fetal fibroblast cells (FFCs) as donor; 2) investigate the effect of increased histone acetylation on the developmental competence of reconstructed embryos from NIH mini inbred FFCs in vitro and in vivo. The reconstructed embryos were treated with Scriptaid at different concentrations (0 nm, 250 nm, 500 nm and 1000 nm) after activation for 14 to 16 h. IVF embryos without treatment were produced as an additional control. Developmental rates to the 2-cell and blastocyst stage were determined. Developmental potential was determined by transferring Day 1 NT zygotes to the oviducts of surrogates on the day of, or one day after, the onset of estrus. Experiments were repeated at least 3 times and data were analyzed with chi-square tests using SAS 6.12 program (SAS institute, Inc., Cary, NC, USA). The percentage blastocyst of cloned embryos using Landrace FFCs as donors treated with 500 nm Scriptaid was the highest and was significantly higher than untreated group (25% v. 11%, P < 0.05). Percent cleaved was not different among four treatment groups. We used 500 nm Scriptaid for 14 to 16 h after activation for all subsequent experiments. Developmental rate to the blastocyst stage was significantly increased in cloned embryos derived from NIH mini inbred FFCs after treating with Scriptaid (21% v. 9%, P < 0.05), while the blastocyst rate in IVF group was 30%. Embryo transfer (ET) results showed that 5/6 (Transferred embryos No. were 190, 109, 154, 174, 152, and 190, respectively) surrogates (83%) became pregnant resulting in 2 healthy piglets from 2 litters (recipients received 190 and 154 embryos, respectively) in the Scriptaid treatment group, while no pregnancies were obtained in the untreated group from 5 ET (Embryos transferred No. are 140, 163, 161, 151 and 151, respectively). These results suggest that 500 nm Scriptaid treatment following activation increase both the in vitro and in vivo development of porcine SCNT embryos from NIH mini inbred FFCs and the hyperacetylation might actually improve reprogramming of the somatic nuclei after NT. Funding from the National Institutes of Health National Center for Research Resources RR018877.

32 MicroRNA-29b Improves the Quality and Developmental Potential of Blastocysts Derived from Somatic Cell Nuclear Transfer in Cattle

2018 ◽  
Vol 30 (1) ◽  
pp. 155
Author(s):  
W.-J. Zhou ◽  
S. Liang ◽  
X.-S. Cui
Keyword(s):  
Somatic Cell ◽  
Somatic Cell Nuclear Transfer ◽  
Nuclear Transfer ◽  
Cellular Proliferation ◽  
Blastocyst Stage ◽  
Developmental Competence ◽  
Down Regulation ◽  
Developmental Potential ◽  
Somatic Cell Reprogramming ◽  
Underlying Mechanisms

MicroRNAs (miRNAs) are small non-coding RNAs with important roles in diverse cellular processes. miR-29b plays a crucial role during somatic cell reprogramming. However, studies of the function of miR-29b in embryogenesis are limited. The aim of the current study was to explore the effects of miR-29b on the developmental competence of bovine somatic cell nuclear transfer (SCNT) embryos as well as the underlying mechanisms of action. The expression level of miR-29b was lower in bovine SCNT embryos at the pronuclear, 8-cell, and blastocyst stages compared with IVF embryos (P < 0.05). To determine the function of miR-29b in the bovine SCNT embryo, we microinjected a miR-29b mimic and inhibitor into bovine SCNT zygotes. The results showed that miR-29b significantly decreased the expression of Dnmts (Dnmt3a/3b and Dnmt1) in bovine SCNT embryos (P < 0.05). We further investigated SCNT embryo developmental competence and found that miR-29b overexpression during bovine SCNT embryonic development does not improve developmental potency (P > 0.05) but down-regulation inhibits developmental potency (P < 0.05). Although miR-29b overexpression does not improve the developmental potency of bovine SCNT embryos, the quality of bovine SCNT embryos at the blastocyst stage improved significantly (P < 0.05). The expression of pluripotency factors (OCT4 and SOX2) and cellular proliferation rate were significantly higher in blastocysts from the miR-29b overexpression group than the control and down-regulation groups (P < 0.05). In addition, outgrowth potential in blastocysts after miR-29b overexpression was also significantly greater in the miR-29b overexpression group than in the control and down-regulation groups (P < 0.05). Taken together, these results demonstrated that miR-29b plays an important role in bovine SCNT embryo development.

scholarly journals Birth of rats following nuclear exchange at the 2-cell stage

Zygote ◽  
2003 ◽  
Vol 11 (4) ◽  
pp. 317-321 ◽  
Author(s):  
Sangho Roh ◽  
Jitong Guo ◽  
Nakisa Malakooti ◽  
John R. Morrison ◽  
Alan O. Trounson ◽  
...  
Keyword(s):  
Nuclear Transfer ◽  
Blastocyst Stage ◽  
Developmental Competence ◽  
Perivitelline Space ◽  
Sprague Dawley ◽  
Cell Stage ◽  
Rat Embryos ◽  
Sprague Dawley Rats ◽  
Nuclear Exchange

We report full-term development of nuclear transfer embryos following nuclear exchange at the 2-cell stage. Nuclei from 2-cell rat embryos were transferred into enucleated 2-cell embryos and developed to term after transfer to recipients (NT2). Pronuclear exchange in zygotes was used for comparison (NT1). Zygotes and 2-cell embryos were harvested from 4-week-old female Sprague-Dawley rats. Nuclear transfer was performed by transferring the pronuclei or karyoplasts into the perivitelline space of recipient embryos followed by electrofusion to reconstruct embryos. Fused couplets were cultured for 4 or 24 h before being transferred into day 1 pseudopregnant recipients (Hooded Wistar) at the 1- or 2-cell stage. In vitro culture was also carried out to check the developmental competence of the embryos. In vitro development to the blastocyst stage was not significantly different between the two groups (NT1, 34.3%; NT2, 45.0%). Two of three recipients from NT1 and two of five recipients from NT2 became pregnant. Six pups (3 from NT1, 3 from NT2) were delivered from the four foster mothers. Three female pups survived; 2 from NT1 and 1 from NT2. At 2 months of age these pups appeared healthy, and were mated with Sprague-Dawley males. One rat derived from NT1 delivered 15 pups (5 males, 10 females) as did the rat from NT2 (7 males, 8 females). Our results show that by using karyoplasts from 2-cell stage embryos as nuclear donors and reconstructing them with enucleated 2-cell embryos, healthy rats can be produced.

scholarly journals 314EFFECT OF MACROMOLECULE SUPPLEMENTATION DURING IN VITRO MATURATION ON THE DEVELOPMENTAL COMPETENCE OF GOAT OOCYTES

2004 ◽  
Vol 16 (2) ◽  
pp. 276
Author(s):  
J.R. Herrick ◽  
E. Behboodi ◽  
E. Memili ◽  
S. Blash ◽  
Y Echelard ◽  
...  
Keyword(s):  
Amino Acids ◽  
In Vitro Maturation ◽  
Mixed Model ◽  
Linear Mixed Model ◽  
Blastocyst Stage ◽  
Developmental Competence ◽  
Similar Proportion ◽  
Developmental Potential ◽  
Cell Counts

In vitro maturation of goat oocytes has traditionally involved the use of serum or BSA. However, these products introduce variability and complicate evaluation of the effects of other medium components. The objective of this study was to examine the effects of citrate and hyaluronate in the absence or presence of BSA during IVM on the developmental competence of goat oocytes. Abattoir-derived, cumulus-oocyte complexes (COC) were matured for 20–22h (6.0% CO2 in air, 38.7°C) in modified SOF medium (1.5mM glucose, 3.0mM L-lactate, 0.1mM pyruvate, 1.0mM glutamine, 0.1mM taurine) supplemented with 1×MEM nonessential amino acids, 0.5×MEM essential amino acids, 1×MEM vitamins, 0.1mM cysteamine, 5μg mL−1 insulin, 5μgmL−1 transferrin, 5ng mL−1 selenium, 50ngmL−1 EGF, 0.01U mL−1 LH and FSH, and 50μgmL−1 gentamicin. Treatments were: (1) 1mgmL−1 PVA (protein-free, defined); (2) 4mgmL−1 BSA (semi-defined); (3) 0.5mM citrate and 0.5mgmL−1 hylauronate (C+H, defined); and (4) 0.5mM citrate and 0.5mgmL−1 hylauronate with 4mgmL−1 BSA (C+H+BSA, semi-defined). At the end of IVM, COC were transferred to modified Brackett and Oliphant’s medium with 7.7mM Ca-(l)-lactate and 20% FCS for IVF. Frozen-thawed sperm were processed through a 45%:90% Percoll gradient and added to IVF drops (50μL) containing COC at a final concentration of 14–15×106 spermmL−1. Gametes were coincubated in the presence of heparin (25μgmL−1) for 22–24h in 7% CO2 in air at 38.7°C. After coincubation, cumulus cells were removed and zygotes were cultured (6% CO2, 5% O2, 89% N2, 38.7°C) in G1 v.3 for 3 days followed by 4 days in G2 v.3. Cleavage was evaluated when embryos were moved to G2, and development to the blastocyst stage was assessed at the end of culture. All blastocysts were fixed and stained with Hoechst 33342 for total cell counts. Analysis of variance was performed using the general linear mixed model macro of SAS. Means are presented ±SEM and probability values P&lt;0.05 were considered significant. The use of BSA did not improve (P&gt;0.05) the developmental potential of goat oocytes (Table 1). Furthermore, a similar proportion (P&gt;0.05) of oocytes developed to the blastocyst and hatching blastocyst stage after maturation under defined conditions compared to oocytes matured with BSA. In conclusion, developmentally competent goat oocytes can be produced by IVM under defined conditions. Table 1 Development of goat oocytes following IVM with different macromolecules.

scholarly journals Harnessing cytoplasmic particles movement of the human early embryo analysed by advanced imaging and artificial intelligence to predict development to blastocyst stage

2020 ◽  
Author(s):  
Giovanni Coticchio ◽  
Giulia Fiorentino ◽  
Giovanna Nicora ◽  
Raffaella Sciajno ◽  
Federica Cavalera ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Intelligence ◽  
Performance Metrics ◽  
Short Term Memory ◽  
Research Question ◽  
Time Lapse ◽  
Blastocyst Stage ◽  
Preimplantation Embryos ◽  
Embryo Viability ◽  
Movement Velocity

AbstractResearch QuestionProgress in artificial intelligence (AI) and advanced image analysis offers unique opportunities to develop novel embryo assessment approaches. In this study, we tested the hypothesis that such technologies can extract and harness novel information derived from cytoplasmic movements of the early human embryo to predict development to blastocyst.DesignIn a proof-of principle study, an artificial neural network (ANN) approach was undertaken to assess retrospectively 230 human preimplantation embryos. After ICSI, embryos were subjected to time-lapse monitoring for 44 hours. For comparison as a standard embryo assessment methodology, a single senior embryologist assessed each embryo to predict development to blastocyst stage (BL) based on a single picture frame taken at 42 hours of development. In the experimental approach, in embryos that developed to blastocyst or destined to arrest (NoBL), cytoplasm movement velocity (CMV) was recorded by time-lapse monitoring during the first 44 hours of culture and analysed with a Particle Image Velocimetry (PIV) algorithm to extract quantitative information. Three main AI approaches, the k-Nearest Neighbor (k-NN), the Long-Short Term Memory Neural Network (LSTM-NN) and the hybrid ensemble classifier (HyEC) were employed to classify the two embryo classes.ResultsBlind operator assessment classified each embryo in terms of ability of development to blastocyst, reaching a 75.4% accuracy, 76.5% sensitivity, 74.3% specificity, 74.3% precision and 75.4% F1 score. After integration of results from AI models together with the blind operator classification, the performance metrics improved significantly, with a 82.6% accuracy, 79.4% sensitivity, 85.7% specificity, 84.4% precision and 81.8% F1 score.ConclusionsThe present study suggests the possibility to predict human blastocyst development at early cleavage stages by detection of CMV and AI analysis. This indicates the importance of the dynamics of the cytoplasm as a novel and valuable source of data to assess embryo viability.

scholarly journals THE HISTORY, OPPORTUNITIES AND PROSPECTS OF TIME-LAPSE TECHNOLOGIES IN THE STUDY OF EARLY HUMAN EMBRYONIC DEVELOPMENT

2021 ◽  
Vol 29 (1) ◽  
pp. 9-19
Author(s):  
Oksana V. Shurygina ◽  
Ol'ga Yu. Vasilenko ◽  
Sergey N. Yukhimets ◽  
Nikita A. Shipulin
Keyword(s):  
Artificial Intelligence ◽  
Clinical Practice ◽  
Embryonic Development ◽  
Early Development ◽  
Time Lapse ◽  
Reproductive Technologies ◽  
High Tech ◽  
Imaging Technology ◽  
Time Lapse Imaging ◽  
Early Human

Despite advances in assisted reproductive technologies, the high failure rate of existing stimulation protocols remains a key industry challenge. One of the leading reasons for this is the limited ability to assess the biological potential of the embryo and its chances of implantation. Over the past ten years, the focus of attention in reproductive technologies has significantly shifted from the patient to the embryo, since the need to improve their effectiveness stimulates the need to understand the deep processes of early development of the embryo. In order to increase the effectiveness of in vitro fertilization procedures in clinical embryology, high-tech methods of culturing and evaluating embryos are being introduced and improved. The purpose of the review is to demonstrate the history, possibilities and prospects in the study of early human embryonic development of time-lapse imaging technology. The active study and use of the capabilities of the time-lapse slow-motion technology allowed not only to expand the understanding of the processes of early development of the embryo, but also at the current moment allows us to assess its potential from the point of view of both biological and clinical perspectives. The main advantages of this method are the possibility of morphological assessment during the continuous cultivation of embryos in closed-type incubators without their extraction, as well as the determination of the exact time intervals of key events of the stages of embryo development with special attention to those moments that are not available for observation and fixation under conditions of traditional cultivation. clinical practice. The main point of growth for the development of time-lapse imaging technology was the creation and validation of the so-called morphokinetic criteria and algorithms for assessing the quality of developing embryos. The key perspective of the method is its use in combination with elements of artificial intelligence in order to predict the most potential embryo for transfer into the uterine cavity. Modern directions of research using the method of time-lapse shooting are the continuation of the development of morphokinetic algorithms and their effective criteria, the introduction of the technology of self-learning computer programs and the adaptation of these tools in clinical practice, the search and assessment of possible factors influencing the morphokinetics of embryos, quality control of the work of embryological laboratories. The future development of such technologies is presented in combination not only with the capabilities of artificial intelligence, but also in combination with the use of non-invasive genetic screening, the assessment of metabolomics and proteomics of developing embryos.

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