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Single-cell RNA sequencing to explore immune cell heterogeneity

Nature reviews. ImmunologyPublished 7 August 2017
Efthymia Papalexi, Rahul Satija
Citations1,761
SJR quartileQ1
SJR score17.46
SNIP8.36

TL;DR

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 is discussed.

Abstract

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.

Keywords

Immunology and MicrobiologyBiochemistry, Genetics and Molecular Biology