ArticlePeerJ2021
VirION2: a short- and long-read sequencing and informatics workflow to study the genomic diversity of viruses in nature.
Article in PeerJ, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
- Mobile genetic elements shape microbial diversity and functions in thawing permafrost soils.Nature microbiology · 2026Article
- A review of computational approaches for metagenomics by long-read sequencing.Science China. Life sciences · 2026Review
- Sub-daily virus sampling at the Bermuda Atlantic Time Series reveals diel and depth-structured population dynamics without community-level shifts.PLoS biology · 2026Article
- Limited consensus of marine viral diversity observed across techniques.Environmental microbiome · 2025Article
- Mystique, a broad host range Acinetobacter phage, reveals the impact of culturing conditions on phage isolation and infectivity.PLoS pathogens · 2025Article
- Complementary insights into gut viral genomes: a comparative benchmark of short- and long-read metagenomes using diverse assemblers and binners.Microbiome · 2024Article
- Article
- A global atlas of soil viruses reveals unexplored biodiversity and potential biogeochemical impacts.Nature microbiology · 2024Article
- Long-read powered viral metagenomics in the oligotrophic Sargasso Sea.Nature communications · 2024Article
- Nanopore and Illumina sequencing reveal different viral populations from human gut samples.Microbial genomics · 2024Article
- Viral potential to modulate microbial methane metabolism varies by habitat.Nature communications · 2024Article
- The long and short of it: benchmarking viromics using Illumina, Nanopore and PacBio sequencing technologies.Microbial genomics · 2024Article
- Large-scale single-virus genomics uncovers hidden diversity of river water viruses and diversified gene profiles.The ISME journal · 2024Article
- Article
- Benchmarking of virome metagenomic analysis approaches using a large, 60+ members, viral synthetic community.Journal of virology · 2023Article
- Viral Diversity in Benthic Abyssal Ecosystems: Ecological and Methodological Considerations.Viruses · 2023Article
- Lower viral evolutionary pressure under stable versus fluctuating conditions in subzero Arctic brines.Microbiome · 2023Article
- Mutualistic interplay between bacteriophages and bacteria in the human gut.Nature reviews. Microbiology · 2022Review
- Computational Tools for the Analysis of Uncultivated Phage Genomes.Microbiology and molecular biology reviews : MMBR · 2022Review
- viralFlye: assembling viruses and identifying their hosts from long-read metagenomics data.Genome biology · 2022Article
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Authors and funding
9 authors.
Funding
Abstract
Microbes play fundamental roles in shaping natural ecosystem properties and functions, but do so under constraints imposed by their viral predators. However, studying viruses in nature can be challenging due to low biomass and the lack of universal gene markers. Though metagenomic short-read sequencing has greatly improved our virus ecology toolkit-and revealed many critical ecosystem roles for viruses-microdiverse populations and fine-scale genomic traits are missed. Some of these microdiverse populations are abundant and the missed regions may be of interest for identifying selection pressures that underpin evolutionary constraints associated with hosts and environments. Though long-read sequencing promises complete virus genomes on single reads, it currently suffers from high DNA requirements and sequencing errors that limit accurate gene prediction. Here we introduce VirION2, an integrated short- and long-read metagenomic wet-lab and informatics pipeline that updates our previous method (VirION) to further enhance the utility of long-read viral metagenomics. Using a viral mock community, we first optimized laboratory protocols (polymerase choice, DNA shearing size, PCR cycling) to enable 76% longer reads (now median length of 6,965 bp) from 100-fold less input DNA (now 1 nanogram). Using a virome from a natural seawater sample, we compared viromes generated with VirION2 against other library preparation options (unamplified, original VirION, and short-read), and optimized downstream informatics for improved long-read error correction and assembly. VirION2 assemblies combined with short-read based data ('enhanced' viromes), provided significant improvements over VirION libraries in the recovery of longer and more complete viral genomes, and our optimized error-correction strategy using long- and short-read data achieved 99.97% accuracy. In the seawater virome, VirION2 assemblies captured 5,161 viral populations (including all of the virus populations observed in the other assemblies), 30% of which were uniquely assembled through inclusion of long-reads, and 22% of the top 10% most abundant virus populations derived from assembly of long-reads. Viral populations unique to VirION2 assemblies had significantly higher microdiversity means, which may explain why short-read virome approaches failed to capture them. These findings suggest the VirION2 sample prep and workflow can help researchers better investigate the virosphere, even from challenging low-biomass samples. Our new protocols are available to the research community on protocols.io as a 'living document' to facilitate dissemination of updates to keep pace with the rapid evolution of long-read sequencing technology.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.