Vargas-Ordaz E, Newman H, Austin C, Catt S, Nosrati R, Cadarso V J, Neild A, Horta F
Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC, Australia.
Centre to Impact Antimicrobial Resistance-Sustainable Solutions, Monash University, Clayton, VIC, Australia.
Hum Reprod. 2025 Jan 1;40(1):41-55. doi: 10.1093/humrep/deae249.
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?
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.
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.
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.
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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.
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.
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?
我们开发了一种光流体装置,作为概念验证,能够使用芯片上的光片装置获得活小鼠胚胎NAD(P)H自发荧光的高分辨率三维图像。
选择最合适的胚胎进行植入并随后实现健康活产对于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,对活胚胎进行非侵入性成像以建立代谢活性表现是一种有前景的替代方法。事实上,近年来,已经使用诸如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。
研究设计、规模、持续时间:通过评估代谢成像后在二细胞胚胎阶段培养67小时后活胚胎的发育和活力来研究该系统的潜在安全性(n = 115),包括培养条件对照和假对照(系统未照明)。通过免疫细胞化学评估发育的囊胚的胚胎质量,以量化滋养外胚层和内细胞团细胞(n = 75)。此外,还评估了胚胎培养期间代谢活性的抑制(FK866抑制剂)(n = 18)。
参与者/材料、设置、方法:按照标准的紫外光刻工艺制造微结构,将光片荧光显微镜集成到微流体系统中,包括芯片上的微透镜以在微通道中心产生光片。使用超排卵的F1(CBA/C57Bl6)小鼠产生二细胞胚胎并进行胚胎培养实验。比较研究组之间的囊胚形成率和胚胎质量(免疫细胞化学)。还训练了使用代谢图像的卷积神经网络(ResNet 34)模型。
该光流体装置能够获得可与其代谢活性相关联的活小鼠胚胎的高分辨率三维图像。该系统的设计允许连续跟踪胚胎位置,包括通过光片的高度可控位移和胚胎的快速成像(<2秒),同时保持低剂量的光暴露(16 J·cm-2和8 J·cm-2)。保持样品活力的最佳设置表明,适度的光剂量能够获得比共聚焦系统获得的图像信噪比高30倍的图像(P < 0.00001;t检验)。结果显示,对照、光照和未光照胚胎(假对照)在胚胎发育以及囊胚阶段的胚胎质量方面没有显著差异(P > 0.05;Yates卡方检验)。此外,与对照相比,代谢活性受到抑制的胚胎的囊胚形成率降低了22.2%,并且通过代谢成像测量的代谢活性降低了47%(P < 0.0001;t检验)。这表明该光流体装置能够通过测量NAD(P)H自发荧光产生活胚胎的代谢图像,从而提供一种新颖且经济实惠的方法。获得的二细胞胚胎的代谢图像预测囊胚形成的曲线下面积为0.974。
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局限性、谨慎原因:该研究使用小鼠模型,重点关注早期胚胎发育,评估二细胞阶段的光照。需要进一步的安全性研究,通过调查对活产率、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任何潜在负面影响,来评估囊胚阶段405 nm光的安全性和用途。
这种芯片上的光片方法是新颖的,经过严格的安全性研究和技术开发路线图后,未来可能为辅助生殖技术开发潜在的应用。如果证明了完全安全的应用,该装置总体上具有成本效益的制造将有助于扩大规模并集成到未来的装置中。
研究资金/竞争利益:这项工作部分得到了国家卫生与医学研究委员会(NHMRC)的一项创意资助(编号2004126)、莫纳什大学妇产科系的生殖与发育教育项目(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了专利(PCT/AU2023/051132)。其余作者无利益冲突需要披露。