Power in Numbers: Single-Cell RNA-Seq Strategies to Dissect Complex Tissues

Annu Rev Genet. 2018 Nov 23:52:203-221. doi: 10.1146/annurev-genet-120417-031247. Epub 2018 Sep 7.

Abstract

The growing scale and declining cost of single-cell RNA-sequencing (RNA-seq) now permit a repetition of cell sampling that increases the power to detect rare cell states, reconstruct developmental trajectories, and measure phenotype in new terms such as cellular variance. The characterization of anatomy and developmental dynamics has not had an equivalent breakthrough since groundbreaking advances in live fluorescent microscopy. The new resolution obtained by single-cell RNA-seq is a boon to genetics because the novel description of phenotype offers the opportunity to refine gene function and dissect pleiotropy. In addition, the recent pairing of high-throughput genetic perturbation with single-cell RNA-seq has made practical a scale of genetic screening not previously possible.

Keywords: pooled CRISPR; rare cell types; single-cell RNA-seq; single-cell power analysis; trajectory analysis.

Publication types

  • Research Support, N.I.H., Extramural
  • Review

MeSH terms

  • Gene Expression Profiling
  • Gene Expression Regulation, Developmental / genetics
  • Humans
  • Microscopy, Fluorescence / methods*
  • RNA / genetics*
  • Sequence Analysis, RNA / methods*
  • Single-Cell Analysis / methods*

Substances

  • RNA