Evidence map›Paper›PMID 39093948›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Nutrient and moisture limitations reveal keystone metabolites linking rhizosphere metabolomes and microbiomes.

Nameer R Baker, Kateryna Zhalnina, Mengting Yuan, Don Herman, Javier A Ceja-Navarro, Joelle Sasse, Jacob S Jordan, Benjamin P Bowen, Liyou Wu, Christina Fossum and 7 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing 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

44 citing papers in PubMed.

  1. Article
  2. Characterization of defensome genes and mobile genetic Elements in different types of pasture soil agroecosystems from the Brazilian Amazon.International microbiology : the official journal of the Spanish Society for Microbiology · 2026
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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

17 authors.

Nameer R Baker *Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720.
Kateryna Zhalnina *Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720.
Mengting YuanDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720.
Don HermanDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720.
Javier A Ceja-NavarroCenter for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ 86011.
Joelle SasseEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720.
Jacob S JordanEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720.
Benjamin P BowenEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720.
Liyou WuInstitute for Environmental Genomics, University of Oklahoma, Norman, OK 73019.
Christina FossumDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720.
Aaron ChewDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720.
Ying FuInstitute for Environmental Genomics, University of Oklahoma, Norman, OK 73019.
Malay SahaNoble Research Institute, Ardmore, OK 73401.
Jizhong ZhouInstitute for Environmental Genomics, University of Oklahoma, Norman, OK 73019.ORCID 0000-0003-2014-0564
Jennifer Pett-RidgePhysical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550.
Trent R NorthenEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720.ORCID 0000-0001-8404-3259
Mary K FirestoneDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720.

Funding

DOE | SC | Biological and Environmental Research (BER) DE-AC02-05CH11231DOE | SC | Biological and Environmental Research (BER) DE-SC0014079
6 · The paper itself

Abstract

Plants release a wealth of metabolites into the rhizosphere that can shape the composition and activity of microbial communities in response to environmental stress. The connection between rhizodeposition and rhizosphere microbiome succession has been suggested, particularly under environmental stress conditions, yet definitive evidence is scarce. In this study, we investigated the relationship between rhizosphere chemistry, microbiome dynamics, and abiotic stress in the bioenergy crop switchgrass grown in a marginal soil under nutrient-limited, moisture-limited, and nitrogen (N)-replete, phosphorus (P)-replete, and NP-replete conditions. We combined 16S rRNA amplicon sequencing and LC-MS/MS-based metabolomics to link rhizosphere microbial communities and metabolites. We identified significant changes in rhizosphere metabolite profiles in response to abiotic stress and linked them to changes in microbial communities using network analysis. N-limitation amplified the abundance of aromatic acids, pentoses, and their derivatives in the rhizosphere, and their enhanced availability was linked to the abundance of bacterial lineages from Acidobacteria, Verrucomicrobia, Planctomycetes, and Alphaproteobacteria. Conversely, N-amended conditions increased the availability of N-rich rhizosphere compounds, which coincided with proliferation of Actinobacteria. Treatments with contrasting N availability differed greatly in the abundance of potential keystone metabolites; serotonin and ectoine were particularly abundant in N-replete soils, while chlorogenic, cinnamic, and glucuronic acids were enriched in N-limited soils. Serotonin, the keystone metabolite we identified with the largest number of links to microbial taxa, significantly affected root architecture and growth of rhizosphere microorganisms, highlighting its potential to shape microbial community and mediate rhizosphere plant-microbe interactions.

Indexed as

MetabolomeMicrobiotaRhizosphereSoil MicrobiologyBacteriaNitrogenNutrientsPanicumPhosphorusPlant RootsRNA, Ribosomal, 16SSoilNitrogenNutrientsPhosphorusRNA, Ribosomal, 16SSoilabiotic stressmetabolomemicrobiomerhizosphereswitchgrass

Identifiers

PMID39093948
PMCPMC11317588

What OpenQuestion holds

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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.