Breathing fresh air into respiratory research with single-cell RNA sequencing

Eur Respir Rev. 2020 Jul 3;29(156):200060. doi: 10.1183/16000617.0060-2020. Print 2020 Jun 30.

Abstract

The complex cellular heterogeneity of the lung poses a unique challenge to researchers in the field. While the use of bulk RNA sequencing has become a ubiquitous technology in systems biology, the technique necessarily averages out individual contributions to the overall transcriptional landscape of a tissue. Single-cell RNA sequencing (scRNA-seq) provides a robust, unbiased survey of the transcriptome comparable to bulk RNA sequencing while preserving information on cellular heterogeneity. In just a few years since this technology was developed, scRNA-seq has already been adopted widely in respiratory research and has contributed to impressive advancements such as the discoveries of the pulmonary ionocyte and of a profibrotic macrophage population in pulmonary fibrosis. In this review, we discuss general technical considerations when considering the use of scRNA-seq and examine how leading investigators have applied the technology to gain novel insights into respiratory biology, from development to disease. In addition, we discuss the evolution of single-cell technologies with a focus on spatial and multi-omics approaches that promise to drive continued innovation in respiratory research.

Publication types

  • Review

MeSH terms

  • Computational Biology / methods
  • Gene Expression Profiling
  • Humans
  • Lung Diseases / genetics*
  • Pulmonary Medicine / trends*
  • Sequence Analysis, RNA / methods*
  • Single-Cell Analysis / methods*
  • Transcriptome