Rapid metagenomic identification of viral pathogens in clinical samples by real-time nanopore sequencing analysis
Top Cited Papers
Open Access
- 29 September 2015
- journal article
- method
- Published by Springer Nature in Genome Medicine
- Vol. 7 (1) , 1-13
- https://doi.org/10.1186/s13073-015-0220-9
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 min of data acquisition, while lower titer HCV virus (1 × 105 copies per milliliter) was detected within 40 min. 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 four isolates, and 90 % of the genome of CHIKV was recovered with 97–99 % accuracy. Using nanopore sequencing, metagenomic detection of viral pathogens directly from clinical samples was performed within an unprecedented <6 hr sample-to-answer turnaround time, and in a timeframe amenable to actionable clinical and public health diagnostics.Keywords
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Funding Information
- Abbott Laboratories, Inc.
- National Institutes of Health (R01-HL105704)
This publication has 38 references indexed in Scilit:
- MAFFT Multiple Sequence Alignment Software Version 7: Improvements in Performance and UsabilityMolecular Biology and Evolution, 2013
- Geneious Basic: An integrated and extendable desktop software platform for the organization and analysis of sequence dataBioinformatics, 2012
- Using a Pan-Viral Microarray Assay (Virochip) to Screen Clinical Samples for Viral PathogensJournal of Visualized Experiments, 2011
- A Metagenomic Analysis of Pandemic Influenza A (2009 H1N1) Infection in Patients from North AmericaPLOS ONE, 2010
- Parameters for accurate genome alignmentBMC Bioinformatics, 2010
- Shifting the genomic gold standard for the prokaryotic species definitionProceedings of the National Academy of Sciences, 2009
- The Sequence Alignment/Map format and SAMtoolsBioinformatics, 2009
- Genetic Detection and Characterization of Lujo Virus, a New Hemorrhagic Fever–Associated Arenavirus from Southern AfricaPLoS Pathogens, 2009
- Biopython: freely available Python tools for computational molecular biology and bioinformaticsBioinformatics, 2009
- A Bioinformatician's Guide to MetagenomicsMicrobiology and Molecular Biology Reviews, 2008