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Updated: Jul 30, 2025

Estimating Virus Production Rates in Aquatic Systems
Published on: September 22, 2010
Metagenome-derived virus-microbe ratios across ecosystems
Purificación López-García1, Ana Gutiérrez-Preciado2, Mart Krupovic3
1Ecologie Systématique Evolution, CNRS, Université Paris-Saclay, AgroParisTech, Gif-sur-Yvette, France. puri.lopez@universite-paris-saclay.fr.
New metagenome methods reveal viruses outnumber cells in freshwater 13-fold and marine environments 2-4 fold. Overall global virus numbers may be closer to cell counts than previously assumed, challenging earlier tenfold estimates.
Area of Science:
- Microbiology
- Virology
- Genomics
- Environmental Science
Background:
- Previous estimates suggest viruses outnumber cells tenfold globally, primarily based on fluorescently labeled virus-like particles.
- Existing methods may exclude intracellular viruses and include false positives, potentially skewing virus-to-microbe ratio (VMR) calculations.
Purpose of the Study:
- To develop a more accurate metagenome-based VMR (mVMR) estimation method.
- To account for DNA viruses across all replication stages, including intracellular forms.
- To reassess global virus abundance relative to cellular life.
Main Methods:
- Developed mVMR using normalized RPKM counts of major capsid protein (MCP) genes for viruses and universal single-copy genes (USCGs) for cells.
- Benchmarked the mVMR strategy with mock metagenomes.
- Generated metagenomes from aquatic (freshwater, seawater, solar salterns) and diverse non-aquatic biomes (soils, sediments, microbial mats, etc.).
Main Results:
- Aquatic ecosystems showed viruses outnumbering cells by ~13-fold in freshwater and ~2-4 fold in marine/saline waters.
- Non-aquatic environments exhibited a lower virus-to-cell ratio, with viruses outnumbering cells by approximately twofold on average.
- The mVMR method provides a more comprehensive assessment of viral abundance across various life stages and environments.
Conclusions:
- Global virus numbers may be closer to cellular counts than previously estimated, challenging the long-held tenfold ratio.
- Metagenomic approaches offer a robust method for quantifying viruses, including intracellular and diverse viral forms.
- Viruses, while highly diverse, might not be as numerically dominant over cells as previously thought across all Earth biomes.
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