Genome MedicineGenomicsPeer-reviewed journal article
Rapid metagenomic identification of viral pathogens in clinical samples by real-time nanopore sequencing analysis
Alex L Greninger, Samia N Naccache, Scot FedermaniD, Guixia Yu, Placide Mbala, Vanessa Bres, Jerome Bouquet, Doug Stryke, Sneha Somasekar, Jeffrey Linnen, Roger Dodd, Prime Mulembakani, Bradley Schneider, Jean-Jacques Muyembe, Susan Stramer, Charles Y Chiu
Abstract
We report unbiased metagenomic detection of chikungunya virus (CHIKV), Ebola virus (EBOV), and hepatitis C virus (HCV) from four human blood samples by MinION nanopore sequencing coupled to a newly developed, web-based pipeline for real-time bioinformatics analysis on a computational server or laptop (MetaPORE). At titers ranging from 107-108 copies per milliliter, reads to EBOV from two patients with acute hemorrhagic fever and CHIKV from an asymptomatic blood donor were detected within 4 to 10 minutes of data acquisition, while lower titer HCV virus (1x105 copies per milliliter) was detected within 40 minutes. Analysis of mapped nanopore reads alone, despite an average individual error rate of 24% [range 8-49%], permitted identification of the correct viral strain in all 4 isolates, and 90% of the genome of CHIKV was recovered with >98% accuracy. Using nanopore sequencing, metagenomic detection of viral pathogens directly from clinical samples was performed within an unprecedented <6 hours sample-to-answer turnaround time and in a timeframe amenable for actionable clinical and public health diagnostics.
- organism: human
- assay: metagenomics
- research focus: differential expression
- research focus: variant calling
- research focus: drug response / drug discovery
- approach: deep learning
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Nanopore metagenomic sequencing of full length human metapneumovirus (HMPV) within a unique sub-lineage
Y. Xu, K. Lewandowski, … P. C. Matthews·bioRxiv·Dec 17, 2018
- Metagenomic Nanopore sequencing of influenza virus direct from clinical respiratory samples
K. Lewandowski, Y. Xu, … P. C. Matthews·bioRxiv·Jun 19, 2019
- Porcine cytomegalovirus detection by nanopore-based metagenomic sequencing in a Hungarian pig farm
Adrienn Gréta Tóth, Regina Nóra Fiam, … Norbert Solymosi·bioRxiv·Dec 28, 2022
- Assessment of Metagenomic MinION and Illumina sequencing as an approach for the recovery of whole genome sequences of chikungunya and dengue viruses directly from clinical samples.
L. E. Kafetzopoulou, K. Efthymiadis, … S. T. Pullan·bioRxiv·Jun 25, 2018
- Nanopore adaptive sampling of a metagenomic sample derived from a human monkeypox case
C. Hewel, H. Schmidt, … S. Gerber·bioRxiv·Mar 21, 2023
- A portable system for metagenomic analyses using nanopore-based sequencer and laptop computers can realize rapid on-site determination of bacterial compositions
Satomi Mitsuhashi, Kirill A. Kryukov, … Tadashi Imanishi·Scientific ReportsPeer-reviewed·Jul 12, 2017