Validation of an Automated, End-to-End Metagenomic Sequencing Assay for Agnostic Detection of Respiratory Viruses

J Infect Dis. 2024 Dec 16;230(6):e1245-e1253. doi: 10.1093/infdis/jiae226.

Abstract

Background: Current molecular diagnostics are limited in the number and type of detectable pathogens. Metagenomic next-generation sequencing (mNGS) is an emerging, and increasingly feasible, pathogen-agnostic diagnostic approach. Translational barriers prohibit the widespread adoption of this technology in clinical laboratories. We validate an end-to-end mNGS assay for detection of respiratory viruses. Our assay is optimized to reduce turnaround time, lower cost per sample, increase throughput, and deploy secure and actionable bioinformatic results.

Methods: We validated our assay using residual nasopharyngeal swab specimens from Vancouver General Hospital (n = 359), which were reverse-transcription polymerase chain reaction positive, or negative for influenza, severe acute respiratory syndrome coronavirus 2, and respiratory syncytial virus. We quantified sample stability, assay precision, the effect of background nucleic acid levels, and analytical limits of detection. Diagnostic performance metrics were estimated.

Results: We report that our mNGS assay is highly precise and semiquantitative, with analytical limits of detection ranging from 103 to 104 copies/mL. Our assay is highly specific (100%) and sensitive (61.9% overall: 86.8%; reverse-transcription polymerase chain reaction cycle threshold < 30). Multiplexing capabilities enable processing of up to 55 specimens simultaneously on an Oxford Nanopore GridION device, with results reported within 12 hours.

Conclusions: This study report outlines the diagnostic performance and feasibility of mNGS for respiratory viral diagnostics, infection control, and public health surveillance. We addressed translational barriers to widespread mNGS adoption.

Keywords: metagenomic; molecular diagnostic; next-generation sequencing; viral diagnostics.

Publication types

  • Validation Study

MeSH terms

  • High-Throughput Nucleotide Sequencing* / methods
  • Humans
  • Metagenomics* / methods
  • Molecular Diagnostic Techniques / methods
  • Nasopharynx* / virology
  • Respiratory Tract Infections* / diagnosis
  • Respiratory Tract Infections* / virology
  • SARS-CoV-2 / genetics
  • SARS-CoV-2 / isolation & purification
  • Sensitivity and Specificity
  • Viruses / classification
  • Viruses / genetics
  • Viruses / isolation & purification