A novel approach, based on BLSOMs (Batch Learning Self-Organizing Maps), to the microbiome analysis of ticks

ISME J. 2013 May;7(5):1003-15. doi: 10.1038/ismej.2012.171. Epub 2013 Jan 10.

Abstract

Ticks transmit a variety of viral, bacterial and protozoal pathogens, which are often zoonotic. The aim of this study was to identify diverse tick microbiomes, which may contain as-yet unidentified pathogens, using a metagenomic approach. DNA prepared from bacteria/archaea-enriched fractions obtained from seven tick species, namely Amblyomma testudinarium, Amblyomma variegatum, Haemaphysalis formosensis, Haemaphysalis longicornis, Ixodes ovatus, Ixodes persulcatus and Ixodes ricinus, was subjected to pyrosequencing after whole-genome amplification. The resulting sequence reads were phylotyped using a Batch Learning Self-Organizing Map (BLSOM) program, which allowed phylogenetic estimation based on similarity of oligonucleotide frequencies, and functional annotation by BLASTX similarity searches. In addition to bacteria previously associated with human/animal diseases, such as Anaplasma, Bartonella, Borrelia, Ehrlichia, Francisella and Rickettsia, BLSOM analysis detected microorganisms belonging to the phylum Chlamydiae in some tick species. This was confirmed by pan-Chlamydia PCR and sequencing analysis. Gene sequences associated with bacterial pathogenesis were also identified, some of which were suspected to originate from horizontal gene transfer. These efforts to construct a database of tick microbes may lead to the ability to predict emerging tick-borne diseases. Furthermore, a comprehensive understanding of tick microbiomes will be useful for understanding tick biology, including vector competency and interactions with pathogens and symbionts.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Archaea / classification
  • Archaea / genetics
  • Archaea / isolation & purification
  • Bacteria / classification
  • Bacteria / genetics
  • Bacteria / isolation & purification
  • Eukaryota / classification
  • Eukaryota / genetics
  • Eukaryota / isolation & purification
  • Humans
  • Metagenomics / methods*
  • Microbiota*
  • Phylogeny
  • Tick-Borne Diseases / microbiology
  • Tick-Borne Diseases / parasitology
  • Tick-Borne Diseases / virology
  • Ticks / classification
  • Ticks / microbiology*
  • Ticks / parasitology*
  • Ticks / virology
  • Viruses / classification
  • Viruses / genetics
  • Viruses / isolation & purification