Abstract
AbstractUnderstanding biological mechanisms is fundamental for improving animal production and health to meet the growing demand for high-quality protein. As an emerging biotechnology, single-cell transcriptomics has been gradually applied in diverse aspects of animal research, offering an effective method to study the gene expression of high-throughput single cells of different tissues/organs in animals. In an unprecedented manner, researchers have identified cell types/subtypes and their marker genes, inferred cellular fate trajectories, and revealed cell‒cell interactions in animals using single-cell transcriptomics. In this paper, we introduce the development of single-cell technology and review the processes, advancements, and applications of single-cell transcriptomics in animal research. We summarize recent efforts using single-cell transcriptomics to obtain a more profound understanding of animal nutrition and health, reproductive performance, genetics, and disease models in different livestock species. Moreover, the practical experience accumulated based on a large number of cases is highlighted to provide a reference for determining key factors (e.g., sample size, cell clustering, and cell type annotation) in single-cell transcriptomics analysis. We also discuss the limitations and outlook of single-cell transcriptomics in the current stage. This paper describes the comprehensive progress of single-cell transcriptomics in animal research, offering novel insights and sustainable advancements in agricultural productivity and animal health.
Funder
Natural Science Foundation of Zhejiang Province Outstanding Youth Fund Project
Publisher
Springer Science and Business Media LLC
Reference156 articles.
1. Otto O, Rosendahl P, Mietke A, Golfier S, Herold C, Klaue D, et al. Real-time deformability cytometry: On-the-fly cell mechanical phenotyping. Nat Methods. 2015;12(3):199–202. https://doi.org/10.1038/nmeth.3281.
2. Brady G, Barbara M, Iscove NN. Representative in vitro cDNA amplification from individual hemopoietic cells and colonies. Methods Mol Cell Biol. 1990;2:17–25. https://wwwlabs.uhnresearch.ca/labs/iscove/MMCB90.pdf.
3. Maxam AM, Gilbert WA. A new method for sequencing DNA. Proc Natl Acad Sci. 1977;74(2):560–4. https://doi.org/10.1073/pnas.74.2.560.
4. Sanger F, Coulson AR. A rapid method for determining sequences in DNA by primed synthesis with DNA polymerase. J Mol Biol. 1975;94(3):441–8. https://doi.org/10.1016/0022-2836(75)90213-2.
5. Stark R, Grzelak M, Hadfield J. RNA sequencing: The teenage years. Nat Rev Genet. 2019;20(11):631–56. https://doi.org/10.1038/s41576-019-0150-2.