ArticlePeerJ2019
Long-read viral metagenomics captures abundant and microdiverse viral populations and their niche-defining genomic islands.
Article in PeerJ, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 78 papers.
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Who cites it
78 citing papers in PubMed, 146 citations in OpenAlex.
- Omics-Level Approaches to Studying Gammaherpesvirus Infection.Pathogens (Basel, Switzerland) · 2026Review
- Phage Therapy for Sustainable Sea Cucumber Aquaculture.Life (Basel, Switzerland) · 2026Review
- A review of computational approaches for metagenomics by long-read sequencing.Science China. Life sciences · 2026Review
- CRISPR spacer profiling and prophage mining reveal diverse bacteriophages associated withJournal of oral microbiology · 2026Article
- Limited consensus of marine viral diversity observed across techniques.Environmental microbiome · 2025Article
- Comparison of short-read and long-read metagenome assemblies in a natural soil community highlights systematic bias in recovery of high-diversity populations.NAR genomics and bioinformatics · 2025Article
- Giant extrachromosomal element "Inocle" potentially expands the adaptive capacity of the human oral microbiome.Nature communications · 2025Article
- Arctic Ocean virus communities and their seasonality, bipolarity, and prokaryotic associations.Nature communications · 2025Article
- A sensitive sample preparation pipeline for adventitious virus detection using Oxford Nanopore sequencing.Molecular therapy. Methods & clinical development · 2025Article
- Making sense of the virome in light of evolution and ecology.Proceedings. Biological sciences · 2025Review
- Development of a quantitative metagenomic approach to establish quantitative limits and its application to viruses.Nucleic acids research · 2025Article
- Complementary insights into gut viral genomes: a comparative benchmark of short- and long-read metagenomes using diverse assemblers and binners.Microbiome · 2024Article
- Strainy: phasing and assembly of strain haplotypes from long-read metagenome sequencing.Nature methods · 2024Article
- Long-read powered viral metagenomics in the oligotrophic Sargasso Sea.Nature communications · 2024Article
- Improving Bacterial Metagenomic Research through Long-Read Sequencing.Microorganisms · 2024Article
- Nanopore and Illumina sequencing reveal different viral populations from human gut samples.Microbial genomics · 2024Article
- The long and short of it: benchmarking viromics using Illumina, Nanopore and PacBio sequencing technologies.Microbial genomics · 2024Article
- Metagenomic time series reveals a Western English Channel viral community dominated by members with strong seasonal signals.The ISME journal · 2024Article
- Tools and methodology toFrontiers in microbiology · 2024Review
- VIGA: a one-stop tool for eukaryotic virus identification and genome assembly from next-generation-sequencing data.Briefings in bioinformatics · 2023Article
18 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Marine viruses impact global biogeochemical cycles via their influence on host community structure and function, yet our understanding of viral ecology is constrained by limitations in host culturing and a lack of reference genomes and 'universal' gene markers to facilitate community surveys. Short-read viral metagenomic studies have provided clues to viral function and first estimates of global viral gene abundance and distribution, but their assemblies are confounded by populations with high levels of strain evenness and nucleotide diversity (microdiversity), limiting assembly of some of the most abundant viruses on Earth. Such features also challenge assembly across genomic islands containing niche-defining genes that drive ecological speciation. These populations and features may be successfully captured by single-virus genomics and fosmid-based approaches, at least in abundant taxa, but at considerable cost and technical expertise. Here we established a low-cost, low-input, high throughput alternative sequencing and informatics workflow to improve viral metagenomic assemblies using short-read and long-read technology. The 'VirION' (Viral, long-read metagenomics via MinION sequencing) approach was first validated using mock communities where it was found to be as relatively quantitative as short-read methods and provided significant improvements in recovery of viral genomes. We then then applied VirION to the first metagenome from a natural viral community from the Western English Channel. In comparison to a short-read only approach, VirION: (i) increased number and completeness of assembled viral genomes; (ii) captured abundant, highly microdiverse virus populations, and (iii) captured more and longer genomic islands. Together, these findings suggest that VirION provides a high throughput and cost-effective alternative to fosmid and single-virus genomic approaches to more comprehensively explore viral communities in nature.
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Registered trials
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.