Center for Genomics and Systems Biology, New York University, New York, NY 10003-6688, USA.
New York Genome Center, New York, New York 10013, USA.
Nat Rev Immunol. 2018 Jan;18(1):35-45. doi: 10.1038/nri.2017.76. Epub 2017 Aug 7.
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.
单细胞 RNA 测序 (scRNA-seq) 的进展使得全面分析免疫系统成为可能。在这篇综述中,我们简要描述了现有的 scRNA-seq 技术及其各自的优缺点。我们深入讨论了 scRNA-seq 如何通过在健康和疾病中识别新的独特免疫细胞亚群、描述细胞群体内的随机异质性以及为免疫细胞构建发育“轨迹”来分解免疫系统的异质性。最后,我们讨论了该领域的未来方向,并提出了综合方法,将单细胞的分子信息与环境、表观遗传状态和细胞谱系研究相结合。