Evidence map›Paper›PMID 41060304›Full record

ArticleThe ISME journal2025

High strain-level diversity of Bradyrhizobium across Australian soils.

Clifton P Bueno de Mesquita, Matthew R Olm, Andrew Bissett, Noah Fierer

Abstract read
In one paragraph

Article in The ISME journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

4 authors.

Clifton P Bueno de MesquitaCooperative Institute for Research in Environmental Sciences, University of Colorado, 1665 Central Campus Mall, Boulder, CO 80309-0216, United States.ORCID 0000-0002-2565-7100
Matthew R OlmDepartment of Integrative Physiology, University of Colorado, 1900 Pleasant St., Boulder, CO 80309-0354, United States.
Andrew BissettCSIRO, Oceans and Atmosphere, Hobart, Tasmania 7004, Australia.
Noah FiererCooperative Institute for Research in Environmental Sciences, University of Colorado, 1665 Central Campus Mall, Boulder, CO 80309-0216, United States.ORCID 0000-0002-6432-4261

Funding

Australian GovernmentAustralian Government's National Collaborative Research Infrastructure StrategyBHPBioplatforms Australia and the Integrated Marine Observing SystemCSIRONovo Nordisk FoundationU.S. Army Research OfficeU.S. National Science Foundation
6 · The paper itself

Abstract

Global surveys of soil bacteria have identified several taxa that are nearly ubiquitous and often the most abundant members of soil bacterial communities. However, it remains unclear why these taxa are so abundant and prevalent across a wide range of soil types and environmental conditions. Here, we use genome-resolved metagenomics to test the hypothesis that strain-level differences exist in these taxa that are not adequately captured with standard marker gene sequencing, and that distinct strains harbor unique traits that reflect adaptations to different soil environments. We analyzed data from 331 natural soils spanning Australia to assess strain differentiation in Bradyrhizobium, a dominant soil bacterial genus of ecological importance. We developed a workflow for strain-level bacterial analyses of complex soil metagenomes, combining genomes from pre-existing databases with new genomes generated via targeted assembly from metagenomes to detect 181 Bradyrhizobium strains across the soil collection. In addition to a high degree of phylogenetic variation, we observed substantial variation in pangenome content and inferred traits, highlighting the breadth of diversity within this widespread genus. Although members of the genus Bradyrhizobium were detected in >80% of samples, most individual strains were restricted in their distributions. The overall strain-level community composition of Bradyrhizobium varied significantly across geographic space and environmental gradients, and was particularly associated with differences in temperature, soil pH, and soil nitrate and metal concentrations. Our work provides a general framework for studying the strain-level ecology of soil bacteria and highlights the ecological and pangenomic diversity within this dominant soil bacterial genus.

Indexed as

BiodiversityBradyrhizobiumGenetic VariationSoil MicrobiologyAustraliaGenome, BacterialMetagenomeMetagenomicsPhylogenySoilSoilbiogeographyBradyrhizobiumcomparative genomicsmetagenomicspangenomestrainsubiquity

Identifiers

PMID41060304
PMCPMC12596133

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.