lncRNA expression predicts mRNA abundance

Epigenomics. 2019 Aug;11(10):1121-1128. doi: 10.2217/epi-2019-0003. Epub 2019 Jul 24.

Abstract

Aim: Long noncoding RNAs (lncRNAs) have been reported to influence multiple gene regulatory processes. Technological advances in RNA-seq platforms allow detection of low-abundance RNA species such as lncRNAs. This study examined the relationship between expression of lncRNAs and their putative partner mRNAs. Methods: We analyzed total RNA-seq data from mouse macrophages under various inflammatory and intervention conditions. Results: The macrophage expression of lncRNAs is strongly regulated by an inflammatory stimulus. Moreover, the expression of a majority of lncRNAs was correlated or anti-correlated with the partner mRNA(s), across the different treatment conditions. This relationship was maintained even in cells from a distinct genotype. Conclusion: These results suggest a previously unappreciated tight coupling of lncRNA and mRNA expression during macrophage responses to various microenvironmental perturbations.

Keywords: bioinformatics; computational biology; computational epigenomics; functional genomics; gene regulation.

Publication types

  • Research Support, N.I.H., Intramural

MeSH terms

  • Animals
  • Gene Expression Profiling
  • Gene Expression Regulation*
  • Gene Regulatory Networks*
  • Inflammation / chemically induced
  • Inflammation / genetics*
  • Inflammation / pathology
  • Lipopolysaccharides / toxicity
  • Macrophages / drug effects
  • Macrophages / immunology
  • Macrophages / metabolism*
  • Mice
  • RNA, Long Noncoding / genetics
  • RNA, Long Noncoding / metabolism*
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism*

Substances

  • Lipopolysaccharides
  • RNA, Long Noncoding
  • RNA, Messenger