Evidence map›Paper›PMID 41381546›Full record

ArticleNature communications2025

Population ecology and biogeochemical implications of ssDNA and dsDNA viruses along a permafrost thaw gradient.

Gareth Trubl, Simon Roux, Mikayla A Borton, Arvind Varsani, Yueh-Fen Li, Christine L Sun, Ho Bin Jang, Ben J Woodcroft, Gene W Tyson, Kelly C Wrighton and 4 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. 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

14 authors.

Gareth TrublDepartment of Microbiology, The Ohio State University, Columbus, OH, USA. trubl1@llnl.gov.ORCID http://orcid.org/0000-0001-5008-1476
Simon RouxUnited States Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID http://orcid.org/0000-0002-5831-5895
Mikayla A BortonDepartment of Soil and Crop Sciences, Colorado State University, Fort Collins, CO, USA.ORCID http://orcid.org/0000-0001-8037-4253
Arvind VarsaniBiodesign Center for Fundamental and Applied Microbiomics, Center for Evolution and Medicine, School of Life Sciences, Arizona State University, Tempe, AZ, USA.ORCID http://orcid.org/0000-0003-4111-2415
Yueh-Fen LiDepartment of Microbiology, The Ohio State University, Columbus, OH, USA.
Christine L SunDepartment of Microbiology, The Ohio State University, Columbus, OH, USA.
Ho Bin JangDepartment of Microbiology, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0000-0003-1316-316X
Ben J WoodcroftEMERGE Biology Integration Institute, The Ohio State University, Columbus, OH, USA.
Gene W TysonEMERGE Biology Integration Institute, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0000-0001-8559-9427
Kelly C WrightonDepartment of Soil and Crop Sciences, Colorado State University, Fort Collins, CO, USA.ORCID http://orcid.org/0000-0003-0434-4217
Scott R SaleskaEMERGE Biology Integration Institute, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0000-0002-4974-3628
Emiley A Eloe-FadroshUnited States Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID http://orcid.org/0000-0002-8162-1276
Matthew B SullivanDepartment of Microbiology, The Ohio State University, Columbus, OH, USA. Sullivan.948@osu.edu.ORCID http://orcid.org/0000-0001-8398-8234
Virginia I RichDepartment of Microbiology, The Ohio State University, Columbus, OH, USA. virginia.isabel.rich@gmail.com.ORCID http://orcid.org/0000-0003-0558-102X

Funding

DOE | LDRD | Lawrence Livermore National Laboratory (LLNL) 21-LW-060DOE | Office of Science (SC) SCGSRDOE | SC | Biological and Environmental Research (BER) DE-SC0010580, DE-SC0016440, DE-SC0248445, DE-SC0023307DOE | SC | Biological and Environmental Research (BER) SCW1632Gordon and Betty Moore Foundation (Gordon E. and Betty I. Moore Foundation) 3790
6 · The paper itself

Abstract

Anthropogenic-driven climate change is accelerating permafrost thaw, threatening to release vast carbon stores through increased microbial activity. While microbial roles are increasingly studied, the contributions of viruses remain largely unexplored, in part due to soil-associated technical challenges that have hindered their detection and characterization. Here, we applied an optimized virion enrichment workflow along a permafrost thaw gradient, identifying 9,963 viral populations (vOTUs), including single- and double-stranded DNA viruses, with 99.9% novelty compared to other soils. Hosts were predicted for 38% of vOTUs, spanning nine archaeal, and 36 bacterial phyla, 22% of which were linked to metagenome-assembled genomes, including key carbon-cycling taxa. Genomic analyses revealed 811 putative auxiliary metabolic genes (AMGs) from 658 vOTUs, nearly half involved in carbon processing. These included 59 glycoside hydrolases (GH) across nine GH families, 45 for monosaccharide degradation, and seven involved in short-chain fatty acid and C1 metabolism, linking viruses to both early and late stages of carbon turnover. Additionally, six vOTUs carried racD, which may stabilize microbial necromass and promote long-term carbon storage. Viral and AMG functional diversity increased with thaw stage, indicating that viruses might participate in a broadening range of microbial metabolic processes as permafrost thaws. These findings expand our understanding of virus contributions in microbial carbon processing and suggest their important role in deciphering soil carbon fate under changing climate conditions.

Indexed as

DNA, Single-StrandedDNA VirusesPermafrostArchaeaBacteriaCarbonClimate ChangeGenome, ViralMetagenomeMetagenomicsPhylogenySoil MicrobiologyCarbonDNA, Single-Stranded

Identifiers

PMID41381546
PMCPMC12796364

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.