Distinct interacting core taxa in co-occurrence networks enable discrimination of polymicrobial oral diseases with similar symptoms

Sci Rep. 2016 Aug 8:6:30997. doi: 10.1038/srep30997.

Abstract

Polymicrobial diseases, which can be life threatening, are caused by the presence and interactions of multiple microbes. Peri-implantitis and periodontitis are representative polymicrobial diseases that show similar clinical symptoms. To establish a means of differentiating between them, we compared microbial species and functional genes in situ by performing metatranscriptomic analyses of peri-implantitis and periodontitis samples obtained from the same subjects (n = 12 each). Although the two diseases differed in terms of 16S rRNA-based taxonomic profiles, they showed similarities with respect to functional genes and taxonomic and virulence factor mRNA profiles. The latter-defined as microbial virulence types-differed from those of healthy periodontal sites. We also showed that networks based on co-occurrence relationships of taxonomic mRNA abundance (co-occurrence networks) were dissimilar between the two diseases. Remarkably, these networks consisted mainly of taxa with a high relative mRNA-to-rRNA ratio, with some showing significant co-occurrence defined as interacting core taxa, highlighting differences between the two groups. Thus, peri-implantitis and periodontitis have shared as well as distinct microbiological characteristics. Our findings provide insight into microbial interactions in polymicrobial diseases with unknown etiologies.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Bacteria / classification*
  • Bacteria / genetics*
  • Cluster Analysis
  • Coinfection / microbiology*
  • DNA, Ribosomal / chemistry
  • DNA, Ribosomal / genetics
  • Female
  • Humans
  • In Situ Hybridization
  • Male
  • Metagenomics
  • Microbial Consortia*
  • Middle Aged
  • Periodontal Diseases / microbiology*
  • Phylogeny
  • RNA, Ribosomal, 16S / genetics
  • Sequence Analysis, DNA

Substances

  • DNA, Ribosomal
  • RNA, Ribosomal, 16S