Evidence map›Paper›PMID 37287059›Full record

ArticleEnvironmental microbiome2023

Regional biogeography versus intra-annual dynamics of the root and soil microbiome.

Lukas P Bell-Dereske, Gian Maria Niccolò Benucci, Pedro Beschoren da Costa, Gregory Bonito, Maren L Friesen, Lisa K Tiemann, Sarah E Evans

Open access · goldAbstract read
In one paragraph

Article in Environmental microbiome, 2023. 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
4.4field-weighted citation impact, top 7% 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

6 citing papers in PubMed, 11 citations in OpenAlex.

  1. Environmental and agronomic drivers of bacterial and fungal alpha diversity in crop rhizosphere: a multifactorial field study.Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology] · 2026
    Article
  2. Article
  3. Article
  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

7 authors at 4 institutions in 3 countries.

Lukas P Bell-DereskeW.K. Kellogg Biological Station, Michigan State University, Hickory Corners, MI, USA. lukas.dereske@gmail.com.ORCID http://orcid.org/0000-0001-9951-2222
Gian Maria Niccolò BenucciThe Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, USA.ORCID http://orcid.org/0000-0003-1589-947X
Pedro Beschoren da CostaLaboratory of Entomology, Department of Plant Sciences, Wageningen University & Research, Wageningen, The Netherlands.ORCID http://orcid.org/0000-0003-1533-9296
Gregory BonitoThe Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, USA.ORCID http://orcid.org/0000-0002-7262-8978
Maren L FriesenDepartment of Plant Pathology, Department of Crop and Soil Sciences, Washington State University, Pullman, WA, USA.ORCID http://orcid.org/0000-0002-4274-8928
Lisa K TiemannThe Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, USA.ORCID http://orcid.org/0000-0003-0514-6503
Sarah E EvansW.K. Kellogg Biological Station, Michigan State University, Hickory Corners, MI, USA.ORCID http://orcid.org/0000-0001-6728-4499
Great Lakes Bioenergy Research Center · USWageningen University & Research · NLWashington State University · USW.K. Kellogg Foundation · US

Funding

U.S. Department of Energy DE-SC0014108U.S. Department of Energy DE-SC0018409U.S. National Science Foundation DEB 1832042
6 · The paper itself

Abstract

backgroundRoot and soil microbial communities constitute the below-ground plant microbiome, are drivers of nutrient cycling, and affect plant productivity. However, our understanding of their spatiotemporal patterns is confounded by exogenous factors that covary spatially, such as changes in host plant species, climate, and edaphic factors. These spatiotemporal patterns likely differ across microbiome domains (bacteria and fungi) and niches (root vs. soil).

resultsTo capture spatial patterns at a regional scale, we sampled the below-ground microbiome of switchgrass monocultures of five sites spanning > 3 degrees of latitude within the Great Lakes region. To capture temporal patterns, we sampled the below-ground microbiome across the growing season within a single site. We compared the strength of spatiotemporal factors to nitrogen addition determining the major drivers in our perennial cropping system. All microbial communities were most strongly structured by sampling site, though collection date also had strong effects; in contrast, nitrogen addition had little to no effect on communities. Though all microbial communities were found to have significant spatiotemporal patterns, sampling site and collection date better explained bacterial than fungal community structure, which appeared more defined by stochastic processes. Root communities, especially bacterial, were more temporally structured than soil communities which were more spatially structured, both across and within sampling sites. Finally, we characterized a core set of taxa in the switchgrass microbiome that persists across space and time. These core taxa represented < 6% of total species richness but > 27% of relative abundance, with potential nitrogen fixing bacteria and fungal mutualists dominating the root community and saprotrophs dominating the soil community.

conclusionsOur results highlight the dynamic variability of plant microbiome composition and assembly across space and time, even within a single variety of a plant species. Root and soil fungal community compositions appeared spatiotemporally paired, while root and soil bacterial communities showed a temporal lag in compositional similarity suggesting active recruitment of soil bacteria into the root niche throughout the growing season. A better understanding of the drivers of these differential responses to space and time may improve our ability to predict microbial community structure and function under novel conditions.

Indexed as

Panicum virgatumPlant microbiomeRoot bacteriaRoot fungiSoil bacteriaSoil fungi

Identifiers

PMID37287059
PMCPMC10245661
OpenAlexW4379769152

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.