Development of an immune-related lncRNA-miRNA-mRNA network based on competing endogenous RNA in periodontitis

J Clin Periodontol. 2021 Nov;48(11):1470-1479. doi: 10.1111/jcpe.13537. Epub 2021 Sep 12.

Abstract

Aim: To explore the relationship between long non-coding RNAs (lncRNAs) and immune response and to construct an immune-related competing endogenous RNA (ceRNA) network in periodontitis.

Materials and methods: Gene expression profiles in gingival tissues were acquired from the Gene Expression Omnibus database. Bioinformatic analysis was performed to establish an immune-related ceRNA network. Subsequently, functional enrichment analysis was performed to detect the biological processes in which the ceRNA network might be involved.

Results: A combined classification model involving seven lncRNAs was constructed. Receiver operating characteristic curve analysis showed satisfactory classification ability of the established model. Further analysis revealed that the screened lncRNAs were significantly correlated with patient immunity. Finally, an immune-related ceRNA network was constructed based on the lncRNA MIAT, miR-1246, miR-1260b, miR-3652, miR-4286, and 27 mRNAs. Accordingly, functional enrichment analysis demonstrated that this network is closely related to the proliferation, differentiation, and activation of B cells.

Conclusions: The lncRNA MIAT and the MIAT-based ceRNA network may be instrumental in regulating the immune response, especially of B cells, during the progression of periodontitis.

Keywords: B cell; competing endogenous RNA; long non-coding RNA; periodontitis; weighted correlation network analysis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Gene Regulatory Networks
  • Humans
  • MicroRNAs* / genetics
  • Periodontitis* / genetics
  • RNA, Long Noncoding* / genetics
  • RNA, Messenger / genetics
  • Transcriptome

Substances

  • MicroRNAs
  • RNA, Long Noncoding
  • RNA, Messenger