单细胞RNA测序技术在水产养殖动物上的应用
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S 917.4

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国家自然科学基金 (42276111);山东省自然科学基金 (ZR2022MC171)


Applications of single-cell RNA sequencing in aquaculture animals
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    摘要:

    单细胞RNA测序技术是生命科学领域中的革命性技术,为动植物的细胞异质性图谱构建、细胞谱系追踪、免疫响应机制解析等研究提供了强有力的工具。近年来,单细胞RNA测序技术在水产养殖动物中也得到了广泛应用。本文就单细胞RNA测序技术的发展、原理及其在水产养殖动物研究中的应用进行综述,并对其目前存在的问题及未来发展趋势进行分析与展望,以期推动该技术在水产养殖动物研究中更广泛的应用,加速水产养殖动物单细胞水平生命活动的调控机制研究进程。

    Abstract:

    Single-cell RNA sequencing (scRNA-seq) is a revolutionary technology for high-throughput sequencing of RNA within individual cells. Since its introduction in 2009, this technique has undergone continuous updates and iterations, proving to be a transformative tool in the field of life sciences. It has found wide-ranging applications in developmental biology, neurobiology, immunology, microbiology, pharmaceutical research, disease treatment, among other fields, demonstrating broad prospects. The versatility of scRNA-seq lies in its ability to unravel the intricate heterogeneity and complexity of RNA transcripts within cells, thereby facilitating the exploration of different cell types and their functions in organisms. As scRNA-seq technology continues to evolve, with advancements towards multidimensionality and spatial resolution, it has emerged as a powerful tool for dissecting complex biological phenomena at the cellular level. In recent years, the widespread adoption of scRNA-seq has been facilitated by reduced sequencing costs and enhanced technology stability. This has led to its rapid expansion beyond model organisms to non-model species like crops, livestock, and aquatic animals. The extension of scRNA-seq to these organisms has yielded transformative insights into cell heterogeneity and function, marking a paradigm shift in our understanding of these species. Notably, within the realm of aquatic animals, scRNA-seq has gained substantial traction, driving a profound exploration of cellular dynamics and mechanisms underlying various physiological processes. This paper provides a comprehensive overview of scRNA-seq technology, its sequencing methodologies, and its applications in aquaculture animals, alongside a synthesis of relevant research findings. It encapsulates the breadth of scRNA-seq applications in aquaculture, encompassing diverse sample preparation techniques and sequencing platforms while highlighting its inherent advantages in studying aquatic animal biology. Furthermore, it delves into the challenges encountered in applying scRNA-seq to aquatic animals. These challenges include the scarcity of marker genes, limited availability and inconsistent quality of reference genomes, and the need for further experimental refinement in single cell suspension or single nucleus preparation methods. Moreover, this paper offers a forward-looking perspective on potential applications of scRNA-seq in aquaculture, envisaging its role in advancing our understanding of cellular function and regulatory mechanisms in aquatic organisms. By illuminating unexplored avenues for research and innovation, it seeks to inspire further investigations leveraging scRNA-seq to unravel the complexities of cellular dynamics in aquaculture animals. Through interdisciplinary collaboration and technological advancements, scRNA-seq stands poised to catalyze transformative discoveries that will shape the future of aquaculture and contribute to sustainable practices in food production and environmental conservation.

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于红,林茜,李琪.单细胞RNA测序技术在水产养殖动物上的应用[J].水产学报,2024,48(4):049101

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  • 收稿日期:2023-12-15
  • 最后修改日期:2024-03-16
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  • 在线发布日期: 2024-04-25
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