Novel application of metabolic imaging of early embryos using a light-sheet on-a-chip device: a proof-of-concept study.

IF 6 1区 医学 Q1 OBSTETRICS & GYNECOLOGY
E Vargas-Ordaz, H Newman, C Austin, S Catt, R Nosrati, V J Cadarso, A Neild, F Horta
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引用次数: 0

Abstract

Study question: Is it feasible to safely determine metabolic imaging signatures of nicotinamide adenine dinucleotide [NAD(P)H] associated auto-fluorescence in early embryos using a light-sheet on-a-chip approach?

Summary answer: We developed an optofluidic device capable of obtaining high-resolution 3D images of the NAD(P)H autofluorescence of live mouse embryos using a light-sheet on-a-chip device as a proof-of-concept.

What is known already: Selecting the most suitable embryos for implantation and subsequent healthy live birth is crucial to the success rate of assisted reproduction and offspring health. Besides morphological evaluation using optical microscopy, a promising alternative is the non-invasive imaging of live embryos to establish metabolic activity performance. Indeed, in recent years, metabolic imaging has been investigated using highly advanced microscopy technologies such as fluorescence-lifetime imaging and hyperspectral microscopy.

Study design, size, duration: The potential safety of the system was investigated by assessing the development and viability of live embryos after embryo culture for 67 h post metabolic imaging at the two-cell embryo stage (n = 115), including a control for culture conditions and sham controls (system non-illuminated). Embryo quality of developed blastocysts was assessed by immunocytochemistry to quantify trophectoderm and inner mass cells (n = 75). Furthermore, inhibition of metabolic activity (FK866 inhibitor) during embryo culture was also assessed (n = 18).

Participants/materials, setting, methods: The microstructures were fabricated following a standard UV-photolithography process integrating light-sheet fluorescence microscopy into a microfluidic system, including on-chip micro-lenses to generate a light-sheet at the centre of a microchannel. Super-ovulated F1 (CBA/C57Bl6) mice were used to produce two-cell embryos and embryo culture experiments. Blastocyst formation rates and embryo quality (immunocytochemistry) were compared between the study groups. A convolutional neural network (ResNet 34) model using metabolic images was also trained.

Main results and the role of chance: The optofluidic device was capable of obtaining high-resolution 3D images of live mouse embryos that can be linked to their metabolic activity. The system's design allowed continuous tracking of the embryo location, including high control displacement through the light-sheet and fast imaging of the embryos (<2 s), while keeping a low dose of light exposure (16 J · cm-2 and 8 J · cm-2). Optimum settings for keeping sample viability showed that a modest light dosage was capable of obtaining 30 times higher signal-noise-ratio images than images obtained with a confocal system (P < 0.00001; t-test). The results showed no significant differences between the control, illuminated and non-illuminated embryos (sham control) for embryo development as well as embryo quality at the blastocyst stage (P > 0.05; Yate's chi-squared test). Additionally, embryos with inhibited metabolic activity showed a decreased blastocyst formation rate of 22.2% compared to controls, as well as a 47% reduction in metabolic activity measured by metabolic imaging (P < 0.0001; t-test). This indicates that the optofluidic device was capable of producing metabolic images of live embryos by measuring NAD(P)H autofluorescence, allowing a novel and affordable approach. The obtained metabolic images of two-cell embryos predicted blastocyst formation with an AUC of 0.974.

Large scale data: N/A.

Limitations, reasons for caution: The study was conducted using a mouse model focused on early embryo development assessing illumination at the two-cell stage. Further safety studies are required to assess the safety and use of 405 nm light at the blastocyst stage by investigating any potential negative impact on live birth rates, offspring health, aneuploidy rates, mutational load, changes in gene expression, and/or effects on epigenome stability in newborns.

Wider implications of the findings: This light-sheet on-a-chip approach is novel and after rigorous safety studies and a roadmap for technology development, potential future applications could be developed for ART. The overall cost-efficient fabrication of the device will facilitate scalability and integration into future devices if full-safety application is demonstrated.

Study funding/competing interest(s): This work was partially supported by an Ideas Grant (no 2004126) from the National Health and Medical Research Council (NHMRC), by the Education Program in Reproduction and Development (EPRD), Department Obstetrics and Gynaecology, Monash University, and by the Department of Mechanical and Aerospace Engineering, Faculty of Engineering, Monash University. The authors E.V-O, R.N., V.J.C., A.N., and F.H. have applied for a patent on the topic of this technology (PCT/AU2023/051132). The remaining authors have nothing to disclose.

利用光片芯片设备对早期胚胎进行代谢成像的新应用:概念验证研究。
研究问题:使用芯片上的光片方法安全地确定早期胚胎中烟酰胺腺嘌呤二核苷酸[NAD(P)H]相关自发荧光的代谢成像特征是否可行?作为概念验证,我们开发了一种光流体设备,该设备能够利用片上光膜获得活体小鼠胚胎 NAD(P)H 自发荧光的高分辨率三维图像:选择最适合植入和随后健康活产的胚胎对辅助生殖的成功率和后代健康至关重要。除了使用光学显微镜进行形态学评估外,一种很有前景的替代方法是对活胚胎进行无创成像,以确定其代谢活动表现。事实上,近年来,利用荧光-寿命成像和高光谱显微镜等高度先进的显微镜技术对代谢成像进行了研究:通过评估胚胎培养 67 小时后在两细胞胚胎阶段进行代谢成像后活胚胎的发育和存活率(n = 115),调查了该系统的潜在安全性,包括培养条件对照和假对照(系统不发光)。通过免疫细胞化学法量化滋养层和内质细胞,评估已发育囊胚的胚胎质量(n = 75)。此外,还评估了胚胎培养过程中代谢活动(FK866 抑制剂)的抑制情况(n = 18):微结构的制造采用标准的紫外线光刻工艺,将光片荧光显微镜集成到微流体系统中,包括片上微透镜,以便在微通道中心产生光片。超级排卵 F1(CBA/C57Bl6)小鼠用于生产双细胞胚胎和胚胎培养实验。比较了研究组之间的囊胚形成率和胚胎质量(免疫细胞化学)。还利用代谢图像训练了一个卷积神经网络(ResNet 34)模型:光流体设备能够获得活体小鼠胚胎的高分辨率三维图像,这些图像可以与胚胎的代谢活动联系起来。该系统的设计允许对胚胎位置进行连续跟踪,包括通过光板的高控制位移和胚胎的快速成像 ( 0.05; Yate's chi-squared test)。此外,与对照组相比,代谢活动受到抑制的胚胎的囊胚形成率降低了 22.2%,代谢成像测量的代谢活动降低了 47%(P 大比例数据:局限性和需谨慎的原因:该研究使用的小鼠模型侧重于早期胚胎发育,在两细胞阶段对光照进行评估。需要进一步开展安全性研究,通过调查 405 纳米光对活产率、后代健康、非整倍体率、突变负荷、基因表达变化和/或对新生儿表观基因组稳定性的潜在负面影响,评估在囊胚阶段使用 405 纳米光的安全性:研究结果的广泛意义:这种芯片上的光片方法非常新颖,经过严格的安全性研究和技术开发路线图后,未来可能会应用于 ART。如果完全安全的应用得到证实,该设备的整体低成本制造将有助于扩展和集成到未来的设备中:这项工作得到了国家健康与医学研究委员会(NHMRC)Ideas Grant(No 2004126)、莫纳什大学妇产科生殖与发展教育项目(EPRD)以及莫纳什大学工程学院机械与航空航天工程系的部分支持。作者E.V-O、R.N.、V.J.C.、A.N.和F.H.已就该技术主题申请专利(PCT/AU2023/051132)。其余作者没有任何需要披露的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Human reproduction
Human reproduction 医学-妇产科学
CiteScore
10.90
自引率
6.60%
发文量
1369
审稿时长
1 months
期刊介绍: Human Reproduction features full-length, peer-reviewed papers reporting original research, concise clinical case reports, as well as opinions and debates on topical issues. Papers published cover the clinical science and medical aspects of reproductive physiology, pathology and endocrinology; including andrology, gonad function, gametogenesis, fertilization, embryo development, implantation, early pregnancy, genetics, genetic diagnosis, oncology, infectious disease, surgery, contraception, infertility treatment, psychology, ethics and social issues.
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