免疫系统
生物
计算生物学
细胞
单细胞测序
人口
核糖核酸
单细胞分析
表观遗传学
遗传学
基因
突变
医学
外显子组测序
环境卫生
作者
Efthymia Papalexi,Rahul Satija
出处
期刊:Nature Reviews Immunology
[Springer Nature]
日期:2017-08-07
卷期号:18 (1): 35-45
被引量:1272
摘要
Advances in single-cell RNA sequencing (scRNA-seq) have allowed for comprehensive analysis of the immune system. In this Review, we briefly describe the available scRNA-seq technologies together with their corresponding strengths and weaknesses. We discuss in depth how scRNA-seq can be used to deconvolve immune system heterogeneity by identifying novel distinct immune cell subsets in health and disease, characterizing stochastic heterogeneity within a cell population and building developmental 'trajectories' for immune cells. Finally, we discuss future directions of the field and present integrated approaches to complement molecular information from a single cell with studies of the environment, epigenetic state and cell lineage.
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