Evidence map›Paper›PMID 36354216›Full record

ArticleEnvironmental microbiology2023

Stochastic and deterministic processes shape bioenergy crop microbiomes along a vertical soil niche.

Gian Maria Niccolò Benucci, Pedro Beschoren da Costa, Xinxin Wang, Gregory Bonito

Open access · hybridAbstract read
In one paragraph

Article in Environmental microbiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.6field-weighted citation impact, top 10% 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

7 citing papers in PubMed, 13 citations in OpenAlex.

  1. Ecological mechanisms of microbial assembly in clonal plantApplied and environmental microbiology · 2025
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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

4 authors at 2 institutions in 1 country.

Gian Maria Niccolò BenucciDOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan, USA.ORCID 0000-0003-1589-947X
Pedro Beschoren da CostaDOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan, USA.ORCID 0000-0003-1533-9296
Xinxin WangDepartment of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, Michigan, USA.
Gregory BonitoDOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan, USA.ORCID 0000-0002-7262-8978
Great Lakes Bioenergy Research Center · USMichigan State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sustainable biofuel cropping systems aim to address climate change while meeting energy needs. Understanding how soil and plant-associated microbes respond to these different cropping systems is key to promoting agriculture sustainability and evaluating changes in ecosystem functions. Here, we leverage a long-term biofuel cropping system field experiment to dissect soil and root microbiome changes across a soil-depth gradient in poplar, restored prairie and switchgrass to understand their effects on the microbial communities. High throughput amplicon sequencing of the fungal internal transcribed spacer (ITS) and prokaryotic 16S DNA regions showed a common trend of root and soil microbial community richness decreasing and evenness increasing with depth. Ecological niche (root vs. soil) had the strongest effect on community structure, followed by depth, then crop. Stochastic processes dominated the structuring of fungal communities in deeper soil layers while operational taxonomic units (OTUs) in surface soil layers were more likely to co-occur and to be enriched by plant hosts. Prokaryotic communities were dispersal limited at deeper depths. Microbial networks showed a higher density, connectedness, average degree and module size in deeper soils. We observed a decrease in fungal-fungal links and an increase of bacteria-bacteria links with increasing depth in all crops, particularly in the root microbiome.

Indexed as

MicrobiotaSoilAgricultureBiofuelsFungiSoil MicrobiologyBiofuelsSoil

Identifiers

PMID36354216
PMCPMC10099798
OpenAlexW4308667186

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.