ArticleMicrobiome2021
Hybrid assembly of an agricultural slurry virome reveals a diverse and stable community with the potential to alter the metabolism and virulence of veterinary pathogens.
Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
- Carbohydrate-active enzymes of soil prophages enhance global carbon cycling potential.Nature communications · 2026Article
- Rolling outMicrobial genomics · 2026Article
- Phages drive the dissemination of antibiotic resistance genes by facilitating host adaptation to heavy metal stress.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Hi-C sequencing deciphers phage and plasmid host networks in wastewater biofilms.Environmental science and ecotechnology · 2026Article
- Interdisciplinary insights on selection, surveillance and mitigations of antimicrobial resistance dynamics on a UK dairy farm with relevance to other one health sectors.Frontiers in veterinary science · 2026Review
- The Zoetrope effect in phage evolution.Frontiers in microbiology · 2026Article
- Biogeography and host interactions of CPR and DPANN viruses in acid mine drainage sediments.Nature communications · 2025Article
- Protein Set Transformer: a protein-based genome language model to power high-diversity viromics.Nature communications · 2025Article
- Combined pesticide pollution enhances the dissemination of the phage-encoded antibiotic resistome in the soil under nitrogen deposition.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Prophages in the infant gut are pervasively induced and may modulate the functionality of their hosts.NPJ biofilms and microbiomes · 2025Article
- Complementary insights into gut viral genomes: a comparative benchmark of short- and long-read metagenomes using diverse assemblers and binners.Microbiome · 2024Article
- Distributions, interactions, and dynamics of prokaryotes and phages in a hybrid biological wastewater treatment system.Microbiome · 2024Article
- Article
- The role of rhizosphere phages in soil health.FEMS microbiology ecology · 2024Review
- Nanopore and Illumina sequencing reveal different viral populations from human gut samples.Microbial genomics · 2024Article
- Viral Communities Contribute More to the Lysis of Antibiotic-Resistant Bacteria than the Transduction of Antibiotic Resistance Genes in Anaerobic Digestion Revealed by Metagenomics.Environmental science & technology · 2024Article
- The long and short of it: benchmarking viromics using Illumina, Nanopore and PacBio sequencing technologies.Microbial genomics · 2024Article
- Comparative genomics reveals the correlations of stress response genes and bacteriophages in developing antibiotic resistance ofmSystems · 2023Article
- Benzo[a]pyrene stress impacts adaptive strategies and ecological functions of earthworm intestinal viromes.The ISME journal · 2023Article
- Optimization and evaluation of viral metagenomic amplification and sequencing procedures toward a genome-level resolution of the human fecal DNA virome.Journal of advanced research · 2023Article
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9 authors.
Funding
Abstract
backgroundViruses are the most abundant biological entities on Earth, known to be crucial components of microbial ecosystems. However, there is little information on the viral community within agricultural waste. There are currently ~ 2.7 million dairy cattle in the UK producing 7-8% of their own bodyweight in manure daily, and 28 million tonnes annually. To avoid pollution of UK freshwaters, manure must be stored and spread in accordance with guidelines set by DEFRA. Manures are used as fertiliser, and widely spread over crop fields, yet little is known about their microbial composition. We analysed the virome of agricultural slurry over a 5-month period using short and long-read sequencing.
resultsHybrid sequencing uncovered more high-quality viral genomes than long or short-reads alone; yielding 7682 vOTUs, 174 of which were complete viral genomes. The slurry virome was highly diverse and dominated by lytic bacteriophage, the majority of which represent novel genera (~ 98%). Despite constant influx and efflux of slurry, the composition and diversity of the slurry virome was extremely stable over time, with 55% of vOTUs detected in all samples over a 5-month period. Functional annotation revealed a diverse and abundant range of auxiliary metabolic genes and novel features present in the community, including the agriculturally relevant virulence factor VapE, which was widely distributed across different phage genera that were predicted to infect several hosts. Furthermore, we identified an abundance of phage-encoded diversity-generating retroelements, which were previously thought to be rare on lytic viral genomes. Additionally, we identified a group of crAssphages, including lineages that were previously thought only to be found in the human gut.
conclusionsThe cattle slurry virome is complex, diverse and dominated by novel genera, many of which are not recovered using long or short-reads alone. Phages were found to encode a wide range of AMGs that are not constrained to particular groups or predicted hosts, including virulence determinants and putative ARGs. The application of agricultural slurry to land may therefore be a driver of bacterial virulence and antimicrobial resistance in the environment. Video abstract.
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