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单细胞转录组学在植物系统与合成生物学中的应用进展

Advances in the Application of Single-Cell Transcriptomics in Plant Systems and Synthetic Biology.

作者信息

Islam Md Torikul, Liu Yang, Hassan Md Mahmudul, Abraham Paul E, Merlet Jean, Townsend Alice, Jacobson Daniel, Buell C Robin, Tuskan Gerald A, Yang Xiaohan

机构信息

Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA.

The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA.

出版信息

Biodes Res. 2024 Feb 29;6:0029. doi: 10.34133/bdr.0029. eCollection 2024.

Abstract

Plants are complex systems hierarchically organized and composed of various cell types. To understand the molecular underpinnings of complex plant systems, single-cell RNA sequencing (scRNA-seq) has emerged as a powerful tool for revealing high resolution of gene expression patterns at the cellular level and investigating the cell-type heterogeneity. Furthermore, scRNA-seq analysis of plant biosystems has great potential for generating new knowledge to inform plant biosystems design and synthetic biology, which aims to modify plants genetically/epigenetically through genome editing, engineering, or re-writing based on rational design for increasing crop yield and quality, promoting the bioeconomy and enhancing environmental sustainability. In particular, data from scRNA-seq studies can be utilized to facilitate the development of high-precision Build-Design-Test-Learn capabilities for maximizing the targeted performance of engineered plant biosystems while minimizing unintended side effects. To date, scRNA-seq has been demonstrated in a limited number of plant species, including model plants (e.g., ), agricultural crops (e.g., ), and bioenergy crops (e.g., spp.). It is expected that future technical advancements will reduce the cost of scRNA-seq and consequently accelerate the application of this emerging technology in plants. In this review, we summarize current technical advancements in plant scRNA-seq, including sample preparation, sequencing, and data analysis, to provide guidance on how to choose the appropriate scRNA-seq methods for different types of plant samples. We then highlight various applications of scRNA-seq in both plant systems biology and plant synthetic biology research. Finally, we discuss the challenges and opportunities for the application of scRNA-seq in plants.

摘要

植物是层次结构组织的复杂系统,由各种细胞类型组成。为了理解复杂植物系统的分子基础,单细胞RNA测序(scRNA-seq)已成为一种强大的工具,用于在细胞水平揭示高分辨率的基因表达模式并研究细胞类型异质性。此外,对植物生物系统的scRNA-seq分析在产生新知识以指导植物生物系统设计和合成生物学方面具有巨大潜力,合成生物学旨在通过基于合理设计的基因组编辑、工程或重写对植物进行遗传/表观遗传修饰,以提高作物产量和质量、促进生物经济并增强环境可持续性。特别是,scRNA-seq研究的数据可用于促进高精度的构建-设计-测试-学习能力的发展,以最大限度地提高工程植物生物系统的目标性能,同时最小化意外的副作用。迄今为止,scRNA-seq已在有限数量的植物物种中得到证明,包括模式植物(如 )、农作物(如 )和生物能源作物(如 属)。预计未来的技术进步将降低scRNA-seq的成本,从而加速这项新兴技术在植物中的应用。在本综述中,我们总结了植物scRNA-seq的当前技术进展,包括样品制备、测序和数据分析,为如何针对不同类型的植物样品选择合适的scRNA-seq方法提供指导。然后,我们重点介绍了scRNA-seq在植物系统生物学和植物合成生物学研究中的各种应用。最后,我们讨论了scRNA-seq在植物中应用的挑战和机遇。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5ea0/10905259/3acd0c4808ae/bdr.0029.fig.001.jpg

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