Integrative analysis of transcriptomes highlights potential functions of transfer-RNA-derived small RNAs in experimental intracerebral hemorrhage

Aging (Albany NY). 2020 Nov 16;12(22):22794-22813. doi: 10.18632/aging.103938. Epub 2020 Nov 16.

Abstract

Transfer-RNA-derived small RNAs (tsRNAs) are a novel class of short non-coding RNAs, that possess regulatory functions. However, their biological roles in hemorrhagic stroke are not understood. In this study, by RNA sequencing, we investigated the tsRNA expression profiles of intracerebral hemorrhagic rat brains in the chronic phase. A total of 331 tsRNAs were identified (308 in sham and 309 in intracerebral hemorrhage). Among them, the validation revealed that 7 tsRNAs (1 up-regulated and 6 down-regulated) were significantly changed. Subsequently, we predicted the target mRNAs of the 7 tsRNAs. Through integrative analysis, the predicted targets were validated by mRNA microarray data. Moreover, we confirmed the functions of tsRNAs targeting mRNAs in vitro. Furthermore, using bioinformatics tools and databases, we developed a tsRNA-mRNA-pathway interaction network to visualize their potential functions. Bioinformatics analyses and confirmatory experiments indicated that the altered genes were mainly enriched in several signaling pathways. These pathways were interrelated with intracerebral hemorrhage, such as response to oxidative stress, endocytosis, and regulation of G protein-coupled receptor signaling pathway. In summary, this study systematically revealed the profiles of tsRNAs after an experimental intracerebral hemorrhage. These results may provide novel therapeutic targets following a hemorrhagic stroke in the chronic phase.

Keywords: intracerebral hemorrhage; non-coding RNA; rats; transcriptome; transfer-RNA-derived small RNA.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Cerebral Hemorrhage / genetics*
  • Cerebral Hemorrhage / metabolism
  • Computational Biology*
  • Databases, Genetic
  • Disease Models, Animal
  • Gene Expression Profiling*
  • Gene Expression Regulation
  • Gene Regulatory Networks
  • Male
  • Neurons / metabolism
  • PC12 Cells
  • RNA, Messenger / genetics*
  • RNA, Messenger / metabolism
  • RNA, Small Untranslated / genetics*
  • RNA, Small Untranslated / metabolism
  • RNA, Transfer / genetics*
  • RNA, Transfer / metabolism
  • RNA-Seq
  • Rats
  • Rats, Sprague-Dawley
  • Reverse Transcriptase Polymerase Chain Reaction
  • Transcriptome*

Substances

  • RNA, Messenger
  • RNA, Small Untranslated
  • RNA, Transfer