Unlocking immune-mediated disease mechanisms with transcriptomics

Biochem Soc Trans. 2021 Apr 30;49(2):705-714. doi: 10.1042/BST20200652.

Abstract

The transcriptome represents the entire set of RNA transcripts expressed in a cell, reflecting both the underlying genetic and epigenetic landscape and environmental influences, providing a comprehensive view of functional cellular states at any given time. Recent technological advances now enable the study of the transcriptome at the resolution of individual cells, providing exciting opportunities to characterise cellular and molecular events that underpin immune-medicated diseases. Here, we draw on recent examples from the literature to highlight the application of advanced bioinformatics tools to extract mechanistic insight and disease biology from bulk and single-cell transcriptomic profiles. Key considerations for the use of available analysis techniques are presented throughout.

Keywords: gene expression and regulation; immunology; transcriptomics.

Publication types

  • Review

MeSH terms

  • Computational Biology / methods*
  • Disease / genetics*
  • Gene Expression Profiling / methods*
  • Gene Regulatory Networks / genetics
  • Gene Regulatory Networks / immunology
  • Humans
  • Immune System / metabolism*
  • Immunity / genetics*
  • RNA-Seq / methods
  • Single-Cell Analysis / methods
  • Transcriptome / genetics
  • Transcriptome / immunology*