Applications of single‐cell multi‐omics sequencing in deep understanding of brain diseases

计算生物学 单细胞测序 神经科学 表观遗传学 脑细胞 生物 电池类型 人脑 细胞 外显子组测序 基因 表型 遗传学 基因表达 DNA甲基化
作者
Xu Zhang,Ping Lü,Xianfeng Shen
出处
期刊:Clinical and translational discovery [Wiley]
卷期号:2 (3) 被引量:1
标识
DOI:10.1002/ctd2.95
摘要

Abstract Introduction The mammalian brain consists of intricate neural networks of millions to billions of highly differentiated and interconnected cells. Single‐cell sequencing (SCS), a newly developed technology, revolutionises our comprehension of the genomic, transcriptomic, proteomic and epigenomic landscapes of cells within the brain. With single‐cell sequencing technology, it's possible to profile brain cell type diversity, to elucidate the specific function, connectivity and state of brain cells and to reveal the neural complexity, functional organisation and dynamics of the brain, which provides novel data sources for exploration of brain development and diseases. Methods In this review, we described current single‐cell‐based methodologies used for single‐cell sequencing technology, and then summarised recent applications of this cutting‐edge technology in brain research, including cellular heterogeneity, development and disease mechanisms of the brain. Results Single‐cell sequencing (SCS) has substantially advanced our knowledge of brain functions and diseases by enhancing the resolution of diverse cell subpopulations within the brain, identifying novel gene signatures and cell markers and shedding light upon functional differences and developmental trajectories. Conclusion Despite a large amount of work remains to be accomplished due to the complexity of the brain and the vast amount of single‐cell data, the prospects of single‐cell sequencing in deciphering brain intricacy and facilitating molecular/clinical/earlier diagnosis, targeted treatment, therapy assessment and prognosis of a wide range of brain diseases are promising.
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