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

Shiba, Takahiko; Watanabe, Takayasu; Kachi, Hirokazu; Koyanagi, Tatsuro; Maruyama, Noriko; Murase, Kazunori; Takeuchi, Yasuo; Maruyama, Fumito; Izumi, Yuichi; Nakagawa, Ichiro

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.

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Título según WOS: ID WOS:000381458500001 Not found in local WOS DB
Título de la Revista: Scientific Reports
Volumen: 6
Editorial: NATURE PORTFOLIO
Fecha de publicación: 2016
DOI:

10.1038/srep30997

Notas: ISI