Metagenomic identification of severe pneumonia pathogens in mechanically-ventilated patients: a feasibility and clinical validity study

Respir Res. 2019 Nov 27;20(1):265. doi: 10.1186/s12931-019-1218-4.

Abstract

Background: Metagenomic sequencing of respiratory microbial communities for pathogen identification in pneumonia may help overcome the limitations of culture-based methods. We examined the feasibility and clinical validity of rapid-turnaround metagenomics with Nanopore™ sequencing of clinical respiratory specimens.

Methods: We conducted a case-control study of mechanically-ventilated patients with pneumonia (nine culture-positive and five culture-negative) and without pneumonia (eight controls). We collected endotracheal aspirates and applied a microbial DNA enrichment method prior to metagenomic sequencing with the Oxford Nanopore MinION device. For reference, we compared Nanopore results against clinical microbiologic cultures and bacterial 16S rRNA gene sequencing.

Results: Human DNA depletion enabled in depth sequencing of microbial communities. In culture-positive cases, Nanopore revealed communities with high abundance of the bacterial or fungal species isolated by cultures. In four cases with resistant clinical isolates, Nanopore detected antibiotic resistance genes corresponding to the phenotypic resistance in antibiograms. In culture-negative pneumonia, Nanopore revealed probable bacterial pathogens in 1/5 cases and Candida colonization in 3/5 cases. In controls, Nanopore showed high abundance of oral bacteria in 5/8 subjects, and identified colonizing respiratory pathogens in other subjects. Nanopore and 16S sequencing showed excellent concordance for the most abundant bacterial taxa.

Conclusions: We demonstrated technical feasibility and proof-of-concept clinical validity of Nanopore metagenomics for severe pneumonia diagnosis, with striking concordance with positive microbiologic cultures, and clinically actionable information obtained from sequencing in culture-negative samples. Prospective studies with real-time metagenomics are warranted to examine the impact on antimicrobial decision-making and clinical outcomes.

Keywords: Mechanical ventilation; Metagenomics sequencing; Nanopore; Pathogen detection; Pneumonia.

Publication types

  • Validation Study

MeSH terms

  • Anti-Bacterial Agents / administration & dosage
  • Case-Control Studies
  • DNA, Bacterial / genetics*
  • Feasibility Studies
  • Female
  • High-Throughput Nucleotide Sequencing / methods
  • Humans
  • Male
  • Metagenomics / methods
  • Microbiota / genetics*
  • Nanopores*
  • Pneumonia / diagnosis
  • Pneumonia / genetics*
  • Pneumonia / therapy*
  • Reference Values
  • Respiration, Artificial / methods
  • Respiratory Insufficiency / diagnosis
  • Respiratory Insufficiency / genetics
  • Respiratory Insufficiency / therapy
  • Risk Factors
  • Sensitivity and Specificity
  • Severity of Illness Index
  • Virulence Factors / genetics

Substances

  • Anti-Bacterial Agents
  • DNA, Bacterial
  • Virulence Factors