TY - JOUR
T1 - Evaluation of rapid and simple techniques for the enrichment of viruses prior to metagenomic virus discovery
AU - Hall, Richard J.
AU - Wang, Jing
AU - Todd, Angela K.
AU - Bissielo, Ange B.
AU - Yen, Seiha
AU - Strydom, Hugo
AU - Moore, Nicole E.
AU - Ren, Xiaoyun
AU - Huang, Q. Sue
AU - Carter, Philip E.
AU - Peacey, Matthew
N1 - Funding Information:
This study was funded by the ESR Core Research Fund provided by the New Zealand Ministry of Business, Innovation and Employment. We are thankful for the support from the ESR technical staff in the Clinical Virology Laboratory and Enteric Reference Laboratory for providing the model organisms and protocols for real-time PCR. We also wish to acknowledge New Zealand Genomics Limited for the provision of high-throughput sequencing services and staff at the Massey Genome Service, in particular Lorraine Berry and Dr Patrick Biggs. Our kind thanks also go to the ESR Information Technology staff Ned Rajanayagam and Phillip Mitchell for developing the computing infrastructure to support this study.
PY - 2014/1
Y1 - 2014/1
N2 - The discovery of new or divergent viruses using metagenomics and high-throughput sequencing has become more commonplace. The preparation of a sample is known to have an effect on the representation of virus sequences within the metagenomic dataset yet comparatively little attention has been given to this. Physical enrichment techniques are often applied to samples to increase the number of viral sequences and therefore enhance the probability of detection. With the exception of virus ecology studies, there is a paucity of information available to researchers on the type of sample preparation required for a viral metagenomic study that seeks to identify an aetiological virus in an animal or human diagnostic sample. A review of published virus discovery studies revealed the most commonly used enrichment methods, that were usually quick and simple to implement, namely low-speed centrifugation, filtration, nuclease-treatment (or combinations of these) which have been routinely used but often without justification. These were applied to a simple and well-characterised artificial sample composed of bacterial and human cells, as well as DNA (adenovirus) and RNA viruses (influenza A and human enterovirus), being either non-enveloped capsid or enveloped viruses. The effect of the enrichment method was assessed by both quantitative real-time PCR and metagenomic analysis that incorporated an amplification step. Reductions in the absolute quantities of bacteria and human cells were observed for each method as determined by qPCR, but the relative abundance of viral sequences in the metagenomic dataset remained largely unchanged. A 3-step method of centrifugation, filtration and nuclease-treatment showed the greatest increase in the proportion of viral sequences. This study provides a starting point for the selection of a purification method in future virus discovery studies, and highlights the need for more data to validate the effect of enrichment methods on different sample types, amplification, bioinformatics approaches and sequencing platforms. This study also highlights the potential risks that may attend selection of a virus enrichment method without any consideration for the sample type being investigated.
AB - The discovery of new or divergent viruses using metagenomics and high-throughput sequencing has become more commonplace. The preparation of a sample is known to have an effect on the representation of virus sequences within the metagenomic dataset yet comparatively little attention has been given to this. Physical enrichment techniques are often applied to samples to increase the number of viral sequences and therefore enhance the probability of detection. With the exception of virus ecology studies, there is a paucity of information available to researchers on the type of sample preparation required for a viral metagenomic study that seeks to identify an aetiological virus in an animal or human diagnostic sample. A review of published virus discovery studies revealed the most commonly used enrichment methods, that were usually quick and simple to implement, namely low-speed centrifugation, filtration, nuclease-treatment (or combinations of these) which have been routinely used but often without justification. These were applied to a simple and well-characterised artificial sample composed of bacterial and human cells, as well as DNA (adenovirus) and RNA viruses (influenza A and human enterovirus), being either non-enveloped capsid or enveloped viruses. The effect of the enrichment method was assessed by both quantitative real-time PCR and metagenomic analysis that incorporated an amplification step. Reductions in the absolute quantities of bacteria and human cells were observed for each method as determined by qPCR, but the relative abundance of viral sequences in the metagenomic dataset remained largely unchanged. A 3-step method of centrifugation, filtration and nuclease-treatment showed the greatest increase in the proportion of viral sequences. This study provides a starting point for the selection of a purification method in future virus discovery studies, and highlights the need for more data to validate the effect of enrichment methods on different sample types, amplification, bioinformatics approaches and sequencing platforms. This study also highlights the potential risks that may attend selection of a virus enrichment method without any consideration for the sample type being investigated.
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U2 - 10.1016/j.jviromet.2013.08.035
DO - 10.1016/j.jviromet.2013.08.035
M3 - Article
C2 - 24036074
AN - SCOPUS:84887344451
SN - 0166-0934
VL - 195
SP - 194
EP - 204
JO - Journal of Virological Methods
JF - Journal of Virological Methods
ER -