Non-invasive laser speckle contrast imaging (LSCI) of extra-embryonic blood vessels in intact avian eggs at early developmental stages
Abstract
Imaging blood vessels in early-stage avian embryos has a wide range of practical applications for developmental biology studies, drug and vaccine testing, and early sex determination. Optical imaging, such as brightfield transmission imaging, offers a compelling solution due to its safe non-ionizing radiation, and operational benefits. However, it comes with challenges, such as eggshell opacity and light scattering. To address these, we have revisited an approach based on laser speckle contrast imaging (LSCI) and demonstrated a high-quality, comprehensive, and non-invasive visualization of blood vessels in few-days-old chicken eggs, with blood vessels as small as 100 µm in diameter (with LSCI profile full-width-at-half-maximum of 275 µm). We present its non-invasive use for monitoring blood flow, measuring the embryo’s heartbeat, and determining the embryo’s developmental stages using machine learning with 85% accuracy from stage HH15 to HH22. This method can potentially be used for non-invasive longitudinal studies of cardiovascular development and angiogenesis, as well as egg screening for the poultry industry.
Copyright and License
© 2024 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.
Acknowledgement
The authors thank Caltech FSRI undergraduate students Angelica Moussambote, Said M. Garcia, and Yingyin Tan for their help and assistance during the imaging experiments. The authors also thank Professor Jerome Mertz, and graduate students Yu Xi Huang, Siyu (Steven) Lin, Haowen Zhou, and Ruizhi Cao for fruitful discussions and advice.
Funding
IST Carver Mead Endowment (25550038)
Data Availability
Data underlying the results presented in this paper are not publicly available at this time but may be obtained from the authors upon reasonable request.
Conflict of Interest
The authors declare no conflicts of interest.
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Additional details
- ISSN
- 2156-7085
- California Institute of Technology
- IST Carver Mead Endowment 25550038
- Caltech groups
- Division of Biology and Biological Engineering, Tianqiao and Chrissy Chen Institute for Neuroscience