Single-cell RNA sequencing to explore immune cell heterogeneity

被引:1166
作者
Papalexi, Efthymia [1 ,2 ]
Satija, Rahul [1 ,2 ]
机构
[1] NYU, Ctr Genom & Syst Biol, New York, NY 10003 USA
[2] New York Genome Ctr, New York, NY 10013 USA
基金
美国国家卫生研究院;
关键词
REGULATORY T-CELLS; INNATE LYMPHOID-CELLS; GENE-EXPRESSION; MESSENGER-RNA; CHROMATIN ACCESSIBILITY; TRANSCRIPTOME ANALYSIS; MASS CYTOMETRY; STEM-CELLS; SEQ; GENOME;
D O I
10.1038/nri.2017.76
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
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.
引用
收藏
页码:35 / 45
页数:11
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