Evidence map›Paper›PMID 42112817›Full record

ArticlemBio2026

Rhizobia independently adapt to soil and legume host environments, but soil conditions influence the abundance of high-quality partners.

Alejandra Gil-Polo, Regina B Bledsoe, McCall Calvert, Lillian Cherry, Brendan Epstein, Rebecca Fudge, Jennifer Harris, Peter Tiffin, Liana T Burghardt

Abstract read
In one paragraph

Article in mBio, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Alejandra Gil-PoloDepartment of Plant Science, The Pennsylvania State University, University Park, Pennsylvania, USA.ORCID 0000-0001-8715-5176
Regina B BledsoeDepartment of Plant Science, The Pennsylvania State University, University Park, Pennsylvania, USA.
McCall CalvertDepartment of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-3750-1816
Lillian CherryDepartment of Plant Science, The Pennsylvania State University, University Park, Pennsylvania, USA.
Brendan EpsteinDepartment of Plant and Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA.ORCID 0000-0001-7083-1588
Rebecca FudgeDepartment of Horticultural Science, University of Minnesota, Saint Paul, Minnesota, USA.ORCID 0000-0001-9552-631X
Jennifer HarrisDepartment of Plant Science, The Pennsylvania State University, University Park, Pennsylvania, USA.ORCID 0000-0003-0615-509X
Peter TiffinDepartment of Plant and Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA.ORCID 0000-0003-1975-610X
Liana T BurghardtDepartment of Plant Science, The Pennsylvania State University, University Park, Pennsylvania, USA.ORCID 0000-0002-0239-1071

Funding

National Science Foundation 1724993, 1856744, 2243817, 2243819U.S. Department of Agriculture Project #PEN04760 and Accession #1025611U.S. Department of Energy 503446
6 · The paper itself

Abstract

Rhizobia live as free-living microorganisms in the soil and in association with legume hosts. Both environments exert selective pressures on rhizobia, influencing the reproductive success of individual strains (e.g., fitness). The soil, a heterogeneous and fluctuating environment, is often overlooked, and little is known about whether selection in the soil influences the outcomes of the rhizobium-legume mutualism. We exposed a mixture of 68 IMPORTANCE: Rhizobium-legume mutualism is crucial for introducing nitrogen into agricultural and natural ecosystems, and rhizobial persistence in the soil is an important component of agroecosystems. However, we know little about how populations of rhizobia persist and adapt to this environment, especially in the context of the soil's spatial and temporal variations (temperature, moisture, and soil texture). We found that rhizobia are similarly selected across abiotic soil conditions, but their reproductive success in the soil is independent from their reproductive success in the host. Intriguingly, we found that certain soil conditions increase (or decrease) the relative abundance of more beneficial strains. Understanding how rhizobia adapt to diverse environments is crucial for developing effective bioinoculants that persist in the soil while remaining highly competitive for host colonization and beneficial to the plant.

Indexed as

Adaptation, PhysiologicalFabaceaeMedicagoSinorhizobium melilotiSoilSoil MicrobiologySymbiosisTemperatureSoilbacterial fitness correlationscoldfree-livinggenome-wide associationMedicago truncatulamutualismsalinitySinorhizobium melilotisymbiosiswarm

Identifiers

PMID42112817
PMCPMC13251399

What OpenQuestion holds

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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.