Abstract
While embryo transfer (ET) is widely practiced, many of the transferred embryos fail to develop in cattle. To establish a more effective method for selecting bovine embryos for ET, here we quantified morphological parameters of living embryos using three-dimensional (3D) images non-invasively captured by optical coherence tomography (OCT). Seven Japanese Black embryos produced by in vitro fertilization that had reached the expanded blastocyst stage after 7 days of culture were transferred after imaged by OCT. Twenty-two parameters, including thickness and volumes of the inner cell mass, trophectoderm, and zona pellucida, and volumes of blastocoel and whole embryo, were quantified from 3D images. Four of the seven recipients became pregnant. We suggest that these 22 parameters can be potentially employed to evaluate the quality of bovine embryos before ET.
Keywords: 3D image, Blastocyst bovine embryo transfer, Embryo evaluation, Optical coherence tomography, Quantification of embryo structures
Embryo transfer (ET) has been used widely to produce calves in combination with other reproductive technologies such as in vitro fertilization (IVF), nuclear transfer, and genomic breeding. The conception rate of ET in cattle is lower than that of artificial insemination, indicating the scope for improvement in ET technology. In particular, the conception rate of ET using IVF embryos is as low as 30–40%, which is inferior to that observed using embryos produced in vivo (around 50%) [1,2,3,4]. Furthermore, the transfer of IVF embryos has been reported to result in large offsprings with undesirably high birth weights, long pregnancies, and high miscarriage rates [5]. Embryos for transfer are usually selected based on observations using a conventional optical microscope at the time of transfer. The quality of the embryo is expressed by a code established by the International Embryo Technology Society (IETS) [6, 7], and highly skilled technicians are needed to perform this task.
In human artificial reproductive technology (ART), embryos are evaluated based on the Veeck and Gardner classification [8, 9]. Time-lapse cinematography (TLC) with a visible light microscope has recently emerged as a popular technology. In the evaluation of the in vitro developed bovine embryos, TLC has been used to determine the time of cleavage, number of blastomeres at first cleavage, and number of blastomeres at the onset of the lag phase [4, 10,11,12]. However, live bovine embryos have not been evaluated based on their three-dimensional (3D) structures.
Optical coherence tomography (OCT) is a non-invasive cross-sectional imaging process used in biological systems [13,14,15]. At present, it is used in ophthalmology, especially for funduscopic examination of the retina. Using stage-top modeled OCT, Takahashi et al. [15] reported a method for 3D live imaging of changes in the vessel structure during angiogenesis in vitro. Three-dimensional imaging using confocal microscopy is carried out for mouse embryos, which are exposed to weak ultraviolet light for observation [16]. As stage-top modeled OCT can be used to measure 3D images with high spatial resolution in living structures in vitro, we hypothesized that OCT can show 3D structures of living embryos, including their inside structures that could not be clearly observed by conventional optical microscopy. In the present study, to establish a new method for evaluation of bovine embryo for ET, we tried to obtain non-invasive, cross-sectional images of the external form and internal structure of the embryo using the OCT system and quantified several parameters based on the 3D images of bovine embryos. Furthermore, to confirm whether OCT scanning has cytotoxic effects on bovine embryos, we transferred OCT-scanned embryos to recipient cows and checked their fertility.
The OCT system scans the light source in the x-axis while shifting the scanning line positions on the y-axis to obtain a signal on the x-y plane at a focus position on the z-axis. We repeated this scanning while shifting z-axis focus positions to obtain 3D images of embryos (Fig. 1). The lengths of the imaging range on the x-axis, y-axis, and z-axis were 300, 300, and 200 µm, respectively. The exposure time was 150 µsec, and the scanning of an entire embryo could be completed in a few minutes. OCT provided cross-sectional images with a slice thickness of 1 µm, as shown in Fig. 1. OCT allows obtaining live images non-invasively without staining. It was possible to visualize the fine structure inside the embryo that could not be observed with an optical microscope (Fig. 2: representative images of an embryo [No. 2 in Table 1]). Before transfer, the embryo was imaged under a microscope (Fig. 2A) and by OCT. Based on the OCT images, trophectoderm (TE; cyan) and inner cell mass (ICM; magenta) were 3D-visualized (Fig. 2B). The structure of the whole embryo, including the ICM (red), TE (blue), and zona pellucida (ZP; gray), were also 3D-visualized (Fig. 2C). In addition, each part of the embryo, ICM (Fig. 2D), TE (Fig. 2E), and blastocoel (Fig. 2F), was individually 3D-visualized.
Fig. 1.
Scanning scale for bovine embryo. Longitudinal imaging was performed in the area of bovine embryo.
Fig. 2.
Optical coherence tomography (OCT) images of a transferred bovine embryo (embryo No. 2 in Table 1). (A) Transferred embryo imaged by a microscope. This embryo was determined as Code 1 according to the IETS codes. (B) Sum of all pixel values in z-stack images of trophectoderm (TE; cyan) and inner cell mass (ICM; magenta) part was extracted from the tomographic image and synthesized 2D image. (C) 3D visualization of structures of an embryo, including ICM (red), TE (blue), zona pellucida (ZP; gray), and blastocoel. (D–F) 3D visualization of each structure of an embryo: ICM (D), TE (E), and blastocoel (F).
Table 1. Quantification of 22 parameters in bovine embryo (n = 7).
| Embryo No. | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | mean ± SD | ||
| Structual thickness (μm) | |||||||||
| ICM | Mean | 38.1 | 56.2 | 42.2 | 53.2 | 51.8 | 59.9 | 55.2 | 50.9 ± 7.3 |
| Median | 38.0 | 57.1 | 43.1 | 55.0 | 55.1 | 61.3 | 56.2 | 52.3 ± 7.8 | |
| SD | 5.9 | 8.2 | 5.5 | 7.4 | 9.1 | 8.5 | 7.1 | 7.4 ± 1.3 | |
| TE | Mean | 3.1 | 3.7 | 3.0 | 4.3 | 5.0 | 4.7 | 3.0 | 3.8 ± 0.8 |
| Median | 2.5 | 2.6 | 2.4 | 3.1 | 3.2 | 3.6 | 2.5 | 2.9 ± 0.4 | |
| SD | 2.4 | 3.4 | 2.6 | 4.1 | 5.1 | 4.3 | 3.1 | 3.6 ± 0.9 | |
| ZP | Mean | 16.4 | 14.9 | 16.6 | 13.3 | 11.4 | 13.8 | 13.6 | 14.3 ± 1.7 |
| Median | 17.0 | 15.4 | 17.1 | 13.4 | 12.0 | 15.0 | 14.3 | 14.9 ± 1.7 | |
| SD | 2.5 | 2.1 | 2.6 | 1.9 | 1.8 | 3.0 | 3.0 | 2.4 ± 0.5 | |
| TE + ZP | Mean | 19.7 | 19.4 | 19.6 | 17.7 | 16.7 | 19.8 | 17.9 | 18.7 ± 1.2 |
| Median | 19.9 | 19.0 | 19.5 | 17.0 | 15.1 | 19.1 | 18.0 | 18.2 ± 1.6 | |
| SD | 3.9 | 3.8 | 4.0 | 4.8 | 5.3 | 4.9 | 4.1 | 4.4 ± 0.6 | |
| Volume (× 105 μm3) | |||||||||
| ICM | 2.5 | 3.1 | 2.7 | 3.6 | 3.7 | 3.3 | 3.6 | 3.2 ± 0.4 | |
| TE | 1.2 | 2.4 | 1.4 | 1.8 | 2.6 | 2.7 | 1.7 | 2.0 ± 0.6 | |
| ZP | 16.2 | 14.4 | 20.0 | 13.7 | 11.9 | 14.8 | 13.9 | 15.0 ± 0.2 | |
| TE + ZP | 17.5 | 17.4 | 21.4 | 16.0 | 15.5 | 18.1 | 16.0 | 17.4 ± 1.9 | |
| ICM + TE + ZP | 20.0 | 20.5 | 24.1 | 19.6 | 19.2 | 21.5 | 19.5 | 20.6 ± 1.6 | |
| Blastocoel | 11.4 | 11.3 | 18.1 | 12.0 | 13.8 | 11.5 | 11.2 | 12.8 ± 2.3 | |
| Whole embryo | 31.4 | 31.9 | 42.2 | 31.5 | 33.0 | 33.0 | 30.7 | 33.4 ± 3.7 | |
| Diameter of blastocoel (μm) | |||||||||
| Mean | 49.3 | 50.7 | 57.6 | 50.7 | 53.2 | 50.3 | 50.4 | 51.7 ± 2.6 | |
| Median | 51.6 | 52.7 | 60.3 | 52.9 | 55.7 | 52.5 | 52.4 | 54.0 ± 2.8 | |
| SD | 13.3 | 14.5 | 15.6 | 14.1 | 14.8 | 14.1 | 14.5 | 14.4 ± 0.7 | |
| ET status | |||||||||
| IETS Code | Code 1 | Code 1 | Code 1 | Code 1 | Code 1 | Code 1 | Code 1 | ||
| Pregnancy | – | + | + | + | – | + | – | ||
ICM, inner cell mass; TE, trophectoderm; ZP, zona pellucida.
The values of the 22 parameters measured for the seven embryos are shown in Table 1. In embryos subjected to ET, the average thickness of ICM, TE, ZP, and TE + ZP were 50.9 ± 7.3, 3.8 ± 0.8, 14.3 ± 1.7, and 18.7 ± 1.2 µm, respectively. The average volumes of ICM, TE, ZP, TE + ZP, ICM + TE + ZP, blastocoel, and whole embryo were 3.2 ± 0.4, 2.0 ± 0.6, 15.0 ± 0.2, 17.4 ± 1.9, 20.6 ± 1.6, 12.8 ± 2.3, and 33.4 ± 3.7 × 105 µm3, respectively. The blastocoel diameter was 51.7 ± 2.6 µm. Four of the seven recipients became pregnant.
The present results describe the first 3D imaging of bovine embryos using OCT. The images clearly revealed the internal structures of the embryos, otherwise difficult to observe under a microscope. The 3D images could also be used to calculate morphological parameters such as volume of the parts of the embryo (whole, blastocoel, ICM, and TE). These parameters may be useful for evaluating embryo quality before ET. In human ART, several parameters such as embryo development stage, blastocoel volume, ICM, and TE thickness are recognized as assessment criteria. The operator subjectively determines the scores of these parameters by microscopic observation [17, 18]. The present study shows that a stage-top OCT system could serve as a new way of objectively evaluating the quality of bovine embryos. Bovine embryos for ET are usually evaluated by the IETS codes [6, 7] whose accuracy relies on the proficiency of the operators. Sugimura et al. [4, 11] showed that high-quality bovine embryos could be selected using morphokinetic indicators such as timing, number of blastomeres at first cleavage, and number of blastomeres at the onset of the lag phase as well as by observing nuclear/chromosomal abnormalities of bovine embryos using live-cell imaging technology [19]. Thus, morphological indices contribute to the critical selection of high-quality bovine embryos. Therefore, OCT images that allow observation of morphological details of the internal structure may also be useful to evaluate the quality of bovine embryos. At 168 h post-insemination (hpi), embryos that were classified as IETS Code 1 were used for imaging. As bovine embryos contain much more lipids than human or mouse embryos, pronucleus formation in early embryos could not be confirmed under a microscope, posing difficulty in evaluation of their quality [20]. Zheng et al. [21] used OCT to observe the 3D morphology of mouse early embryos (mono-, 2-, and 4-cell stages). These authors succeeded in label-free visualization of the male and female pronucleus before the first cleavage and the nucleus in the blastomere after cleavage [21]. In cattle, OCT imaging of early embryos may be useful for visualizing pronuclei and detecting morphological abnormalities that are difficult to observe using a conventional microscope. The OCT system used in the present study has been suggested to provide effective information for the evaluation of bovine embryos by the precise observation of the 3D structure of the embryo. The present results show OCT images only in the embryos classified as Code 1 of IETS codes. Therefore, OCT evaluation of embryos in other IETS codes is warranted to confirm its applicability for the morphological evaluation of bovine embryos.
Using the OCT system, we could quantify the internal structure of bovine embryos. IETS codes grade embryos according to their developmental stages and the status of degeneration of the cells in the embryo but provide no information about the volume of the whole embryo, ICM, or TE [6]. In human ART, Gardner classification is insufficient for morphological selection of good embryos; however, morphological parameters of TE have been suggested to be more closely associated with live birth than those of ICM [22]. As morphological parameters of TE were also quantified by OCT in the present study, OCT may support the selection of good bovine embryos for transfer.
The growth potential of early embryos relies on the total cell number of blastocysts, especially the composition ratio of ICM and TE [23]. The number of cells in a bovine embryo is usually counted by double staining with Hoechst 33258 and propidium iodide [23]. However, stained embryos cannot be used for ET. The OCT system uses near-infrared light (λ: 900 nm), which has low cytotoxicity [24,25,26], and allows non-invasive observations of bovine embryo morphology; therefore, OCT-scanned embryos can be used for ET. We have also used the same OCT system to observe mouse embryos before ET and achieved a normal delivery after ET (Ohbayashi et al., unpublished data). In the present study, we achieved conceptions after transferring bovine embryos imaged by the same OCT system used in mice. A few minutes of OCT did not change the embryo morphology. Together, these findings indicate that using the OCT system could allow visualization of the internal 3D structure and quantification of morphological parameters in living bovine embryos. This new method has the potential to support the objective evaluation of bovine embryos before ET. The comparison of the values of each parameter found in the present study between pregnancy and non-pregnancy is important to determine whether the OCT system is available for embryo evaluation for ET.
Methods
Ethics statement
Animal handling and experimental procedures were carried out following the Guidelines for Proper Conduct of Animal Experiments by the Science Council of Japan (http://www.scj.go.jp/ja/info/kohyo/pdf/kohyo-20-k16-2e.pdf).
Experimental design
Bovine IVF embryos were derived from oocytes obtained by ovum pick-up (OPU) and cryopreserved until the time of ET. We investigated their morphological structures by OCT and determined their fertility following transfer into recipient cattle.
Production of embryos derived from oocytes collected by OPU and in vitro maturation (IVM)
As previously described [27], cumulus-oocyte complexes (COCs) were collected from a 73-month-old Japanese Black cow using an ultrasound scanner (HS-2100; Honda Electronics, Toyohashi, Japan) and a 7.5-MHz convex array transducer (HCV-4710MV; Honda Electronics) with a 17-gauge stainless steel needle guide. Follicles > 2 mm in diameter were aspirated with the vacuum through a disposable aspiration needle (COVA Needle; Misawa Medical, Tokyo, Japan). The aspiration rate was 14 ml/min, and the vacuum pressure was 100 mmHg. The IVM medium was 25 mM HEPES-buffered TCM199 (M199; Gibco, Paisley, Scotland, UK), supplemented with 10% newborn calf serum (NCS; 16010159, Gibco) and 0.01 AU/ml follicle-stimulating hormone from porcine pituitary (Antorin-R10; Kyoritsu Seiyaku, Tokyo, Japan). COCs with two or more granulosa layers were washed thrice with IVM medium, and the recovered COCs were cultured in four-well dishes (Non-Treated Multidishes; Nalge Nunc International, Roskilde, Denmark) in 600 μl of IVM medium. The cultures were covered with mineral oil (M8414; Sigma-Aldrich, St. Louis, MO, USA) and incubated for 21–22 h at 38.5°C in 5% CO2, 5% O2, and 90% N2 with humidified air. All cultures were maintained under these conditions.
IVF
Frozen semen from Japanese Black bulls stored in straws was thawed in water at 37°C for 40 sec. After centrifugation (840 × g, 5 min), the supernatant was removed and the sperm suspension with a final sperm concentration of 1.0 × 107/ml diluted by IVF100 (Research Institute for the Functional Peptides, Yamagata, Japan) served as the IVF medium. After 22 h of IVM, the COCs were removed from the IVM medium and washed twice with IVF100. Up to 20 COCs were incubated in 35 mm dishes (Falcon 351008; Corning, NY, USA) containing 100 µl droplets of IVF medium for 6 h.
In vitro culture (IVC)
After insemination, oocytes were completely denuded from cumulus cells and spermatozoa by repeated pipetting with a glass pipette in the IVC medium, potassium simplex optimized medium (KSOM) with amino acid (KSOMaa Evolve Bovine; Zenith Biotech, Bangkok, Thailand) supplemented with 5% NCS and 0.6 mg/ml L-Carnitine (C0158, Sigma-Aldrich). Presumptive zygotes were subsequently washed thrice with IVC medium and cultured for 48 h in 100 µl droplets of IVC medium. Each droplet contained approximately 20 presumptive zygotes. At 48 hpi, embryos with more than four cells were transferred from 35 mm dishes to well-of-the-well (WOW) dishes (LinKID micro25, Dai Nippon Printing Co., Ltd., Tokyo, Japan) as previously described [10]. WOW dishes, which are 35 mm in diameter, have 25 microwells (5 columns × 5 rows) and a circular wall in the center. A WOW dish can culture up to 25 embryos each with a single drop of medium, and allows tracking of individual embryos. Pre-cultured IVC medium (100 µl) was placed within the circular wall and covered with mineral oil. At 168 to 180 hpi, embryos that had developed to or beyond the blastocyst stage were observed under an inverted microscope.
OCT observations
IVF embryos were cultured for 7 days (such that they had reached the expanded blastocyst stage) and examined under an inverted microscope. Only embryos that were independently classified as IETS Code 1 by three skilled observers were used. OCT imaging was performed as previously described [15].
Unstained live embryos were imaged by OCT using a Cell3iMager Estier (SCREEN Holdings Co., Ltd., Kyoto, Japan). Values for multiple parameters based on the Gardner classification were obtained from the 3D image data. The system is equipped with a superluminescent diode (SLD; center wavelength: 890 nm, N.A. = 0.3). The SLD output is coupled to a single-mode optical fiber and split at an optical fiber coupler into the sample and reference arms. The reflections from the two arms were combined at the coupler and detected by a spectrometer. The 3D image data of the embryos were constructed from individual 2D x–z cross-sectional images, which were obtained by a series of longitudinal scans by laterally translating the optical beam position. The data acquisition window was 200–300 × 200–300 × 200–300 µm, and the voxel size was 1 × 1 × 1 µm (Fig. 1).
Cryopreservation
As described previously [28], blastocysts imaged by OCT were transferred to a cryoprotective solution (1.8 M ethylene glycol and 0.1 M sucrose in Dulbecco’s phosphate buffered saline [D-PBS]), which was then placed in a 0.25 ml straw (IMV Technologies, L’Aigle, France) at room temperature (25°C). After the blastocysts were equilibrated at room temperature for 15 min, the straws were directly set in a programmable freezer (ET-1N; FUJIHIRA INDUSTRY CO., LTD., Tokyo, Japan) at –7°C where seeding was manually performed. The straws were subsequently cooled at a rate of 0.3°C/min to –30°C and then directly transferred to liquid nitrogen for storage until use. The straws were thawed in air for 10 sec and then immersed in a water bath at 30°C for 20 sec for ET.
Image analysis
The image analysis process is briefly shown in Fig. 3. The 3D images of bovine embryos were binarized. The binarized image was separated into ICM, TE, and ZP. The thickness of the embryo (TALL) was measured by drawing vectors from the center to the outer surface and inner surface (the outermost of blastocoel) of the embryo in the elevation direction (–90 to 90 degrees) and the azimuth direction (–180° to 180°). ICM parts were extracted from TALL by Otsu’s thresholding method [29, 30]. The parts that remained after removing ICM parts from TALL were defined as TOTHER. TOTHER were separated using the Otsu’s thresholding method into TE and ZP by calculating their average thickness [29, 30].
Fig. 3.
3D image analysis of bovine embryos. The binarized image was separated into inner cell mass (ICM), trophectoderm (TE), and zona pellucida (ZP). (Panels A & a) Thickness of embryo (TALL) was measured by drawing vectors from center to outer surface and inner surface (the outermost of blastocoel) of the embryo. ICM parts (Panels C & c) were extracted from TALL by the Otsu’s thresholding method [29, 30]. (Panels B & b) The parts that remained after removing ICM parts from TALL were defined as TOTHER. TOTHER were separated using the Otsu’s thresholding method into TE (Panels D & d) and ZP (Panels E & e) by calculating their average thickness [29, 30]. A–E: A 2D image derived from a binarized 3D image. a–e: Sinusoidal projections for each part of a 3D image. THZP: Threshold of ZP.
ET and pregnancy diagnosis
The OCT-imaged embryos were transferred to seven 3.9 ± 1.2-year-old recipient Holstein cows in February and March 2019 at a commercial farm in Tottori prefecture, Japan. The cows were clinically normal with body condition scores (BSC) between 2.75 and 3.0. The BCS scale ranges from 1 to 5 with 0.25 increments. Before ET, recipients were estrus-synchronized by administration of a CIDR device (CIDR 1900; Zoetis Japan, Tokyo, Japan) for 9 days and treated with cloprostenol (Dalmazin 150 µg im; Kyoritsu Seiyaku Corporation, Tokyo, Japan) 2 days before CIDR removal. The estrus of recipient cows was monitored, and embryos were transferred 7 days after estrus. The recipients were examined for pregnancy 23 days after ET using ultrasonography (HS101V; Honda Electronics). Pregnancy was confirmed by observation of the embryonic membrane and the embryo with a detectable heart beat in the intraluminal uterine fluid.
Acknowledgments
We thank the owners and crews of the farms for their outstanding cooperation. We are also grateful to the staff of the livestock research center of Tottori Prefecture for donor cow feeding management.
References
- 1.Rizos D, Clemente M, Bermejo-Alvarez P, de La Fuente J, Lonergan P, Gutiérrez-Adán A. Consequences of in vitro culture conditions on embryo development and quality. Reprod Domest Anim 2008; 43(Suppl 4): 44–50. [DOI] [PubMed] [Google Scholar]
- 2.Lim KT, Jang G, Ko KH, Lee WW, Park HJ, Kim JJ, Kang SK, Lee BC. Improved cryopreservation of bovine preimplantation embryos cultured in chemically defined medium. Anim Reprod Sci 2008; 103: 239–248. [DOI] [PubMed] [Google Scholar]
- 3.Ferraz PA, Burnley C, Karanja J, Viera-Neto A, Santos JE, Chebel RC, Galvão KN. Factors affecting the success of a large embryo transfer program in Holstein cattle in a commercial herd in the southeast region of the United States. Theriogenology 2016; 86: 1834–1841. [DOI] [PubMed] [Google Scholar]
- 4.Sugimura S, Akai T, Imai K. Selection of viable in vitro-fertilized bovine embryos using time-lapse monitoring in microwell culture dishes. J Reprod Dev 2017; 63: 353–357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Kruip TAM, denDaas JHG. In vitro produced and cloned embryos: Effects on pregnancy, parturition and offspring. Theriogenology 1997; 47: 43–52. [Google Scholar]
- 6.Stringfellow DA, Givens MD. International Embryo Transfer Society. Manual of the International Embryo Transfer Society: a procedural guide and general information for the use of embryo transfer technology emphasizing sanitary procedures. Savory, Ill.: International Embryo Transfer Society; 2010. [Google Scholar]
- 7.Bo GA, Mapletoft RJ. Evaluation and classification of bovine embryos. Anim Reprod 2013; 10: 344–348. [Google Scholar]
- 8.Veeck LL. Oocyte assessment and biological performance. Ann N Y Acad Sci 1988; 541: 259–274. [DOI] [PubMed] [Google Scholar]
- 9.Gardner DK, Schoolcraft WB, Wagley L, Schlenker T, Stevens J, Hesla J. A prospective randomized trial of blastocyst culture and transfer in in-vitro fertilization. Hum Reprod 1998; 13: 3434–3440. [DOI] [PubMed] [Google Scholar]
- 10.Sugimura S, Akai T, Hashiyada Y, Aikawa Y, Ohtake M, Matsuda H, Kobayashi S, Kobayashi E, Konishi K, Imai K. Effect of embryo density on in vitro development and gene expression in bovine in vitro-fertilized embryos cultured in a microwell system. J Reprod Dev 2013; 59: 115–122. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Sugimura S, Akai T, Hashiyada Y, Somfai T, Inaba Y, Hirayama M, Yamanouchi T, Matsuda H, Kobayashi S, Aikawa Y, Ohtake M, Kobayashi E, Konishi K, Imai K. Promising system for selecting healthy in vitro-fertilized embryos in cattle. PLoS One 2012; 7: e36627. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Sugimura S, Akai T, Somfai T, Hirayama M, Aikawa Y, Ohtake M, Hattori H, Kobayashi S, Hashiyada Y, Konishi K, Imai K. Time-lapse cinematography-compatible polystyrene-based microwell culture system: a novel tool for tracking the development of individual bovine embryos. Biol Reprod 2010; 83: 970–978. [DOI] [PubMed] [Google Scholar]
- 13.Lee E, Takahashi H, Pauty J, Kobayashi M, Kato K, Kabara M, Kawabe JI, Matsunaga YT. A 3D in vitro pericyte-supported microvessel model: visualisation and quantitative characterisation of multistep angiogenesis. J Mater Chem B Mater Biol Med 2018; 6: 1085–1094. [DOI] [PubMed] [Google Scholar]
- 14.Pauty J, Usuba R, Cheng IG, Hespel L, Takahashi H, Kato K, Kobayashi M, Nakajima H, Lee E, Yger F, Soncin F, Matsunaga YT. A vascular endothelial growth factor-dependent sprouting angiogenesis assay based on an in vitro human blood vessel model for the study of anti-angiogenic drugs. EBioMedicine 2018; 27: 225–236. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Takahashi H, Kato K, Ueyama K, Kobayashi M, Baik G, Yukawa Y, Suehiro JI, Matsunaga YT. Visualizing dynamics of angiogenic sprouting from a three-dimensional microvasculature model using stage-top optical coherence tomography. Sci Rep 2017; 7: 42426. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Kurotaki Y, Hatta K, Nakao K, Nabeshima Y, Fujimori T. Blastocyst axis is specified independently of early cell lineage but aligns with the ZP shape. Science 2007; 316: 719–723. [DOI] [PubMed] [Google Scholar]
- 17.Gardner DK, Lane M. Blastocyst transfer. Clin Obstet Gynecol 2003; 46: 231–238. [DOI] [PubMed] [Google Scholar]
- 18.Kragh MF, Rimestad J, Berntsen J, Karstoft H. Automatic grading of human blastocysts from time-lapse imaging. Comput Biol Med 2019; 115: 103494. [DOI] [PubMed] [Google Scholar]
- 19.Yao T, Suzuki R, Furuta N, Suzuki Y, Kabe K, Tokoro M, Sugawara A, Yajima A, Nagasawa T, Matoba S, Yamagata K, Sugimura S. Live-cell imaging of nuclear-chromosomal dynamics in bovine in vitro fertilised embryos. Sci Rep 2018; 8: 7460. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Nagano M, Takahashi Y, Katagiri S. In vitro fertilization and cortical granule distribution of bovine oocytes having heterogeneous ooplasm with dark clusters. J Vet Med Sci 1999; 61: 531–535. [DOI] [PubMed] [Google Scholar]
- 21.Zheng JG, Lu D, Chen T, Wang C, Tian N, Zhao F, Huo T, Zhang N, Chen D, Ma W, Sun JL, Xue P. Label-free subcellular 3D live imaging of preimplantation mouse embryos with full-field optical coherence tomography. J Biomed Opt 2012; 17: 070503. [DOI] [PubMed] [Google Scholar]
- 22.Ahlström A, Westin C, Reismer E, Wikland M, Hardarson T. Trophectoderm morphology: an important parameter for predicting live birth after single blastocyst transfer. Hum Reprod 2011; 26: 3289–3296. [DOI] [PubMed] [Google Scholar]
- 23.Thouas GA, Korfiatis NA, French AJ, Jones GM, Trounson AO. Simplified technique for differential staining of inner cell mass and trophectoderm cells of mouse and bovine blastocysts. Reprod Biomed Online 2001; 3: 25–29. [DOI] [PubMed] [Google Scholar]
- 24.Li R, Pedersen KS, Liu Y, Pedersen HS, Lægdsmand M, Rickelt LF, Kühl M, Callesen H. Effect of red light on the development and quality of mammalian embryos. J Assist Reprod Genet 2014; 31: 795–801. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Oh SJ, Gong SP, Lee ST, Lee EJ, Lim JM. Light intensity and wavelength during embryo manipulation are important factors for maintaining viability of preimplantation embryos in vitro. Fertil Steril 2007; 88(Suppl): 1150–1157. [DOI] [PubMed] [Google Scholar]
- 26.Pomeroy KO, Reed ML. The effect of light on embryos and embryo culture. J Reprod Stem Cell Biotechnol 2012; 3: 46–54. [Google Scholar]
- 27.Hidaka T, Fukumoto Y, Yamamoto S, Ogata Y, Horiuchi T. Variations in bovine embryo production between individual donors for OPU-IVF are closely related to glutathione concentrations in oocytes during in vitro maturation. Theriogenology 2018; 113: 176–182. [DOI] [PubMed] [Google Scholar]
- 28.Dochi O. Direct transfer of frozen-thawed bovine embryos and its application in cattle reproduction management. J Reprod Dev 2019; 65: 389–396. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Otsu N. Threshold selection method from gray-level histograms. IEEE Trans Syst Man Cybern 1979; 9: 62–66. [Google Scholar]
- 30.Xue JH, Zhang YJ. Ridler and Calvard’s, Kittler and Illingworth’s and Otsu’s methods for image thresholding. Pattern Recognit Lett 2012; 33: 793–797. [Google Scholar]



