Evidence map›Paper›PMID 37891627›Full record

ArticleMicrobiome2023

Virus diversity and activity is driven by snowmelt and host dynamics in a high-altitude watershed soil ecosystem.

Clement Coclet, Patrick O Sorensen, Ulas Karaoz, Shi Wang, Eoin L Brodie, Emiley A Eloe-Fadrosh, Simon Roux

Open access · goldAbstract readVideo-Audio Media
In one paragraph

Article in Microbiome, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
13.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

33 citing papers in PubMed, 53 citations in OpenAlex.

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  10. Review
  11. A genomic view of Earth's biomes.Nature reviews. Genetics · 2026
    Review
  12. Article
  13. Article
  14. Biodiversity in mountain soils above the treeline.Biological reviews of the Cambridge Philosophical Society · 2025
    Review
  15. Article
  16. Article
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  18. Review
  19. Ciprofloxacin-driven purifying selection on viral genomes accelerates soil NProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Clement CocletDOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. ccoclet@lbl.gov.
Patrick O SorensenEarth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Ulas KaraozEarth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Shi WangEarth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Eoin L BrodieEarth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Emiley A Eloe-FadroshDOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Simon RouxDOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. sroux@lbl.gov.
Lawrence Berkeley National Laboratory · USJoint Genome Institute · USUniversity of California, Berkeley · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundViruses impact nearly all organisms on Earth, including microbial communities and their associated biogeochemical processes. In soils, highly diverse viral communities have been identified, with a global distribution seemingly driven by multiple biotic and abiotic factors, especially soil temperature and moisture. However, our current understanding of the stability of soil viral communities across time and their response to strong seasonal changes in environmental parameters remains limited. Here, we investigated the diversity and activity of environmental soil DNA and RNA viruses, focusing especially on bacteriophages, across dynamics' seasonal changes in a snow-dominated mountainous watershed by examining paired metagenomes and metatranscriptomes.

resultsWe identified a large number of DNA and RNA viruses taxonomically divergent from existing environmental viruses, including a significant proportion of fungal RNA viruses, and a large and unsuspected diversity of positive single-stranded RNA phages (Leviviricetes), highlighting the under-characterization of the global soil virosphere. Among these, we were able to distinguish subsets of active DNA and RNA phages that changed across seasons, consistent with a "seed-bank" viral community structure in which new phage activity, for example, replication and host lysis, is sequentially triggered by changes in environmental conditions. At the population level, we further identified virus-host dynamics matching two existing ecological models: "Kill-The-Winner" which proposes that lytic phages are actively infecting abundant bacteria, and "Piggyback-The-Persistent" which argues that when the host is growing slowly, it is more beneficial to remain in a dormant state. The former was associated with summer months of high and rapid microbial activity, and the latter with winter months of limited and slow host growth.

conclusionTaken together, these results suggest that the high diversity of viruses in soils is likely associated with a broad range of host interaction types each adapted to specific host ecological strategies and environmental conditions. As our understanding of how environmental and host factors drive viral activity in soil ecosystems progresses, integrating these viral impacts in complex natural microbiome models will be key to accurately predict ecosystem biogeochemistry. Video Abstract.

Indexed as

BacteriophagesMicrobiotaVirusesAltitudeDNAEcosystemHumansSoilSoil MicrobiologyDNASoilMetagenomics and metatranscriptomicsMountainous watershedPhagesSeasonal dynamicsSoilsVirus activityVirusesVirus-host interactions

Identifiers

PMID37891627
PMCPMC10604447
OpenAlexW4387974627

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.