A Metagenomic Analysis of Pandemic Influenza A (2009 H1N1) Infection in Patients from North America
Open Access
- 18 October 2010
- journal article
- research article
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 5 (10) , e13381
- https://doi.org/10.1371/journal.pone.0013381
Abstract
Although metagenomics has been previously employed for pathogen discovery, its cost and complexity have prevented its use as a practical front-line diagnostic for unknown infectious diseases. Here we demonstrate the utility of two metagenomics-based strategies, a pan-viral microarray (Virochip) and deep sequencing, for the identification and characterization of 2009 pandemic H1N1 influenza A virus. Using nasopharyngeal swabs collected during the earliest stages of the pandemic in Mexico, Canada, and the United States (n = 17), the Virochip was able to detect a novel virus most closely related to swine influenza viruses without a priori information. Deep sequencing yielded reads corresponding to 2009 H1N1 influenza in each sample (percentage of aligned sequences corresponding to 2009 H1N1 ranging from 0.0011% to 10.9%), with up to 97% coverage of the influenza genome in one sample. Detection of 2009 H1N1 by deep sequencing was possible even at titers near the limits of detection for specific RT-PCR, and the percentage of sequence reads was linearly correlated with virus titer. Deep sequencing also provided insights into the upper respiratory microbiota and host gene expression in response to 2009 H1N1 infection. An unbiased analysis combining sequence data from all 17 outbreak samples revealed that 90% of the 2009 H1N1 genome could be assembled de novo without the use of any reference sequence, including assembly of several near full-length genomic segments. These results indicate that a streamlined metagenomics detection strategy can potentially replace the multiple conventional diagnostic tests required to investigate an outbreak of a novel pathogen, and provide a blueprint for comprehensive diagnosis of unexplained acute illnesses or outbreaks in clinical and public health settings.Keywords
This publication has 54 references indexed in Scilit:
- Direct Metagenomic Detection of Viral Pathogens in Nasal and Fecal Specimens Using an Unbiased High-Throughput Sequencing ApproachPLOS ONE, 2009
- Real-Time DNA Sequencing from Single Polymerase MoleculesScience, 2009
- The Long March: A Sample Preparation Technique that Enhances Contig Length and Coverage by High-Throughput Short-Read SequencingPLOS ONE, 2008
- Identification of cardioviruses related to Theiler's murine encephalomyelitis virus in human infectionsProceedings of the National Academy of Sciences, 2008
- Substantial biases in ultra-short read data sets from high-throughput DNA sequencingNucleic Acids Research, 2008
- Utility of DNA Microarrays for Detection of Viruses in Acute Respiratory Tract Infections in ChildrenThe Journal of Pediatrics, 2008
- A New Arenavirus in a Cluster of Fatal Transplant-Associated DiseasesNew England Journal of Medicine, 2008
- Clonal Integration of a Polyomavirus in Human Merkel Cell CarcinomaScience, 2008
- Recovery of divergent avian bornaviruses from cases of proventricular dilatation disease: Identification of a candidate etiologic agentVirology Journal, 2008
- Multiple Sequence Alignment Using ClustalW and ClustalXCurrent Protocols in Bioinformatics, 2002