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通过单细胞测序和空间技术研究非生物胁迫响应中的基因调控网络:进展与机遇。

Gene regulatory networks in abiotic stress responses via single-cell sequencing and spatial technologies: Advances and opportunities.

机构信息

Translational Genomics and Systems Biology Laboratory, School of Computational & Integrative Sciences, Jawaharlal Nehru University, New Delhi, 110067, India.

出版信息

Curr Opin Plant Biol. 2024 Dec;82:102662. doi: 10.1016/j.pbi.2024.102662. Epub 2024 Nov 13.

Abstract

Understanding intricate gene regulatory networks (GRNs) orchestrating responses to abiotic stresses is crucial for enhancing climate resilience in crop plants. Recent advancements in single-cell and spatial technologies have revolutionized our ability to dissect the GRNs at unprecedented resolution. Here, we explore the progress, challenges, and opportunities these state-of-the-art technologies offer in delineating the cellular intricacies of plant responses to abiotic stress. Using scRNA-seq, the transcriptome landscape of individual plant cells along with their lineages and regulatory interactions can be unraveled. Moreover, coupling scRNA-seq with spatial transcriptomics provides spatially resolved gene expression and insights into cell-to-cell interactions. In addition, the chromatin accessibility assays can discover the regulatory regions governing abiotic stress responses. An integrated multi-omics approach can facilitate discovery of cell-type-specific GRNs to reveal the key components that coordinate adaptive responses to different stresses. These potential regulatory factors can be harnessed for genetic engineering to enhance stress resilience in crop plants.

摘要

理解调控植物对非生物胁迫响应的复杂基因调控网络(GRNs)对于提高作物的气候适应能力至关重要。单细胞和空间技术的最新进展彻底改变了我们以空前分辨率解析 GRNs 的能力。在这里,我们探讨了这些最先进技术在描绘植物对非生物胁迫响应的细胞复杂性方面提供的进展、挑战和机遇。使用 scRNA-seq,可以揭示单个植物细胞及其谱系和调控相互作用的转录组图谱。此外,将 scRNA-seq 与空间转录组学相结合,可以提供空间分辨的基因表达和细胞间相互作用的见解。此外,染色质可及性测定可以发现调控非生物胁迫响应的调控区域。综合多组学方法可以促进发现细胞类型特异性的 GRNs,以揭示协调对不同胁迫的适应性反应的关键成分。这些潜在的调控因子可以被用于遗传工程,以提高作物的抗胁迫能力。

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