Effective mosquito and arbovirus surveillance using metabarcoding

Mol Ecol Resour. 2018 Jan;18(1):32-40. doi: 10.1111/1755-0998.12682. Epub 2017 May 15.

Abstract

Effective vector and arbovirus surveillance requires timely and accurate screening techniques that can be easily upscaled. Next-generation sequencing (NGS) is a high-throughput technology that has the potential to modernize vector surveillance. When combined with DNA barcoding, it is termed 'metabarcoding.' The aim of our study was to establish a metabarcoding protocol to characterize pools of mosquitoes and screen them for virus. Pools contained 100 morphologically identified individuals, including one Ross River virus (RRV) infected mosquito, with three species present at different proportions: 1, 5, 94%. Nucleic acid extracted from both crude homogenate and supernatant was used to amplify a 269-bp section of the mitochondrial cytochrome c oxidase subunit I (COI) locus. Additionally, a 67-bp region of the RRV E2 gene was amplified from synthesized cDNA to screen for RRV. Amplicon sequencing was performed using an Illumina MiSeq, and bioinformatic analysis was performed using a DNA barcode database of Victorian mosquitoes. Metabarcoding successfully detected all mosquito species and RRV in every positive sample tested. The limits of species detection were also examined by screening a pool of 1000 individuals, successfully identifying the species and RRV from a single mosquito. The primers used for amplification, number of PCR cycles and total number of individuals present all have effects on the quantification of species in mixed bulk samples. Based on the results, a number of recommendations for future metabarcoding studies are presented. Overall, metabarcoding shows great promise for providing a new alternative approach to screening large insect surveillance trap catches.

Keywords: cytochrome c oxidase subunit I; Culicidae; DNA barcoding; bulk sample; pooled samples; virus.

MeSH terms

  • Animals
  • Computational Biology
  • DNA Barcoding, Taxonomic / methods*
  • Entomology / methods*
  • Epidemiological Monitoring*
  • Metagenomics / methods*
  • Mosquito Vectors / classification*
  • Mosquito Vectors / genetics
  • Mosquito Vectors / virology*
  • Reverse Transcriptase Polymerase Chain Reaction
  • Ross River virus / genetics
  • Ross River virus / isolation & purification*
  • Sequence Analysis, DNA

Associated data

  • GENBANK/KU494977
  • GENBANK/KU495080
  • GENBANK/KU495083
  • GENBANK/KU495089
  • GENBANK/GQ433354