ArticleThe ISME journal2023
Metagenome-derived virus-microbe ratios across ecosystems.
Article in The ISME journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed.
- Temporal, Spatial, and Environmental Variation in Virus-like Particle Abundance in the Northwestern Arabian Gulf.Viruses · 2026Article
- Salinity-driven niche partitioning of aquatic viruses in one of Europe's largest estuaries.Applied and environmental microbiology · 2026Article
- Viruses help shape microbiome response to polyphenol rewiring of methane-suppressed peat microcosms.PLoS biology · 2026Article
- Viral community dynamics and functional succession in advanced drinking water treatment processes.Archives of microbiology · 2026Article
- Eco-evolutionary dynamics of massive, parallel bacteriophage outbreaks in compost communities.Science advances · 2026Article
- Annual Dynamics and Functional Traits of Viral Communities in Tropical Intertidal Sands of Sanya Bay.Viruses · 2026Article
- Host-linked virome assembly and turnover predict bacterial community structure in wastewater treatment systems.The ISME journal · 2026Article
- ZOVER 2.0: a virome-based platform for zoonotic and vector-borne viruses.Nucleic acids research · 2026Article
- Biogeography influences plant-microbe interactions and natural soil suppressiveness to black root rot disease of tobacco.Genome biology · 2025Article
- Article
- Viruses and virus satellites of haloarchaea and their nanosized DPANN symbionts reveal intricate nested interactions.Nature microbiology · 2025Article
- Article
- Arctic Ocean virus communities and their seasonality, bipolarity, and prokaryotic associations.Nature communications · 2025Article
- Characterization of the phyllosphere virome of fresh vegetables and potential transfer to the human gut.Nature communications · 2025Article
- 20 years of research on giant viruses.Npj viruses · 2025Review
- Episomal virus maintenance enables bacterial population recovery from infection and promotes virus-bacterial coexistence.The ISME journal · 2025Article
- Synoptic Variation Drives Genetic Diversity and Transmission Mode of Airborne DNA Viruses in Urban Space.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Seasonal dynamics and diversity of Antarctic marine viruses reveal a novel viral seascape.Nature communications · 2024Article
- Biodiversity of mudflat intertidal viromes along the Chinese coasts.Nature communications · 2024Article
- Extremely acidic proteomes and metabolic flexibility in bacteria and highly diversified archaea thriving in geothermal chaotropic brines.Nature ecology & evolution · 2024Article
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9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
It is generally assumed that viruses outnumber cells on Earth by at least tenfold. Virus-to-microbe ratios (VMR) are largely based on counts of fluorescently labelled virus-like particles. However, these exclude intracellular viruses and potentially include false positives (DNA-containing vesicles, gene-transfer agents, unspecifically stained inert particles). Here, we develop a metagenome-based VMR estimate (mVRM) that accounts for DNA viruses across all stages of their replication cycles (virion, intracellular lytic and lysogenic) by using normalised RPKM (reads per kilobase of gene sequence per million of mapped metagenome reads) counts of the major capsid protein (MCP) genes and cellular universal single-copy genes (USCGs) as proxies for virus and cell counts, respectively. After benchmarking this strategy using mock metagenomes with increasing VMR, we inferred mVMR across different biomes. To properly estimate mVMR in aquatic ecosystems, we generated metagenomes from co-occurring cellular and viral fractions (>50 kDa-200 µm size-range) in freshwater, seawater and solar saltern ponds (10 metagenomes, 2 control metaviromes). Viruses outnumbered cells in freshwater by ~13 fold and in plankton from marine and saline waters by ~2-4 fold. However, across an additional set of 121 diverse non-aquatic metagenomes including microbial mats, microbialites, soils, freshwater and marine sediments and metazoan-associated microbiomes, viruses, on average, outnumbered cells by barely two-fold. Although viruses likely are the most diverse biological entities on Earth, their global numbers might be closer to those of cells than previously estimated.
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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.