Evidence map›Paper›PMID 33910643›Full record

ArticleMicrobiome2021

Protist diversity and community complexity in the rhizosphere of switchgrass are dynamic as plants develop.

Javier A Ceja-Navarro, Yuan Wang, Daliang Ning, Abelardo Arellano, Leila Ramanculova, Mengting Maggie Yuan, Alyssa Byer, Kelly D Craven, Malay C Saha, Eoin L Brodie and 2 more

Open access · goldAbstract readVideo-Audio Media
In one paragraph

Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
6.9field-weighted citation impact, top 2% 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

34 citing papers in PubMed, 129 citations in OpenAlex.

  1. Article
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  3. Bioenergy Cropping Reduces the Spatiotemporal Scaling of Soil Bacterial Biodiversity.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 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

12 authors at 5 institutions in 2 countries.

Javier A Ceja-NavarroBioengineering and Biomedical Sciences Department, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. jcnavarro@lbl.gov.ORCID 0000-0002-2954-3477
Yuan WangNoble Research Institute, LLC, Ardmore, OK, USA.
Daliang NingInstitute for Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, USA.
Abelardo ArellanoBioengineering and Biomedical Sciences Department, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Leila RamanculovaBioengineering and Biomedical Sciences Department, Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Mengting Maggie YuanDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA.
Alyssa ByerDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA.
Kelly D CravenNoble Research Institute, LLC, Ardmore, OK, USA.
Malay C SahaNoble Research Institute, LLC, Ardmore, OK, USA.
Eoin L BrodieDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA.
Jennifer Pett-RidgePhysical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.
Mary K FirestoneDepartment of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA. mkfstone@berkeley.edu.
Lawrence Berkeley National Laboratory · USNoble Research Institute · USUniversity of California, Berkeley · USLawrence Livermore National Laboratory · USState Key Joint Laboratory of Environment Simulation and Pollution Control · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite their widespread distribution and ecological importance, protists remain one of the least understood components of the soil and rhizosphere microbiome. Knowledge of the roles that protists play in stimulating organic matter decomposition and shaping microbiome dynamics continues to grow, but there remains a need to understand the extent to which biological and environmental factors mediate protist community assembly and dynamics. We hypothesize that protists communities are filtered by the influence of plants on their rhizosphere biological and physicochemical environment, resulting in patterns of protist diversity and composition that mirror previously observed diversity and successional dynamics in rhizosphere bacterial communities.

resultsWe analyzed protist communities associated with the rhizosphere and bulk soil of switchgrass (SG) plants (Panicum virgatum) at different phenological stages, grown in two marginal soils as part of a large-scale field experiment. Our results reveal that the diversity of protists is lower in rhizosphere than bulk soils, and that temporal variations depend on soil properties but are less pronounced in rhizosphere soil. Patterns of significantly prevalent protists groups in the rhizosphere suggest that most protists play varied ecological roles across plant growth stages and that some plant pathogenic protists and protists with omnivorous diets reoccur over time in the rhizosphere. We found that protist co-occurrence network dynamics are more complex in the rhizosphere compared to bulk soil. A phylogenetic bin-based null model analysis showed that protists' community assembly in our study sites is mainly controlled by homogenous selection and dispersal limitation, with stronger selection in rhizosphere than bulk soil as SG grew and senesced.

conclusionsWe demonstrate that environmental filtering is a dominant determinant of overall protist community properties and that at the rhizosphere level, plant control on the physical and biological environment is a critical driver of protist community composition and dynamics. Since protists are key contributors to plant nutrient availability and bacterial community composition and abundance, mapping and understanding their patterns in rhizosphere soil is foundational to understanding the ecology of the root-microbe-soil system. Video Abstract.

Indexed as

PanicumRhizosphereEukaryotaPhylogenyPlant RootsSoil MicrobiologyCommunity assemblyRhizosphereSoil microbiomeSoil protistSwitchgrass

Identifiers

PMID33910643
PMCPMC8082632
OpenAlexW3159877973

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.