Benchmarking of virome metagenomic analysis approaches using a large, 60+ members, viral synthetic community

J Virol. 2023 Nov 30;97(11):e0130023. doi: 10.1128/jvi.01300-23. Epub 2023 Oct 27.

Abstract

We report here efforts to benchmark performance of two widespread approaches for virome analysis, which target either virion-associated nucleic acids (VANA) or highly purified double-stranded RNAs (dsRNAs). This was achieved using synthetic communities of varying complexity levels, up to a highly complex community of 72 viral agents (115 viral molecules) comprising isolates from 21 families and 61 genera of plant viruses. The results obtained confirm that the dsRNA-based approach provides a more complete representation of the RNA virome, in particular, for high complexity ones. However, for viromes of low to medium complexity, VANA appears a reasonable alternative and would be the preferred choice if analysis of DNA viruses is of importance. Several parameters impacting performance were identified as well as a direct relationship between the completeness of virome description and sample sequencing depth. The strategy, results, and tools used here should prove useful in a range of virome analysis efforts.

Keywords: VANA; double-stranded RNA; dsRNA; high-thropughput sequencing; metagenome; synthetic community; virome.

MeSH terms

  • DNA Viruses / classification
  • DNA Viruses / genetics
  • Metagenomics* / methods
  • Metagenomics* / standards
  • Plant Viruses / classification
  • Plant Viruses / genetics
  • RNA, Double-Stranded / genetics
  • Synthetic Biology* / methods
  • Virion / genetics
  • Virome* / genetics
  • Viruses* / classification
  • Viruses* / genetics

Substances

  • RNA, Double-Stranded