Evidence map›Paper›PMID 40731263›Full record

ArticleBMC plant biology2025

Micronutrient deficiency reshapes plant-microbe interaction networks: unraveling microbial community dynamics and functional adaptability in a sterile system.

Jie Wu, Sauban Musa Jibril, Rong Liu, Bingjuan Yang, Yuru Xu, Ling Wang, Yi Wang, Chengyun Li

Abstract read
In one paragraph

Article in BMC plant biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

8 authors.

Jie Wu *State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
Sauban Musa Jibril *State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
Rong LiuState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
Bingjuan YangState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
Yuru XuState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
Ling WangState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
Yi WangState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China. wyi_0114@ynau.edu.cn.
Chengyun LiState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China. lichengyun@ynau.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Micronutrient deficiencies critically influence plant development and plant–microbe interactions, yet their role in reshaping microbial community dynamics remains poorly resolved. Here, we hypothesized that micronutrient deprivation alters plant-associated microbiomes through physiological and microbiota-mediated pathways, with cascading effects on plant growth and stress adaptation. Using axenic conditions, we subjected Gypsophila paniculata tissue culture seedlings to copper (Cu), manganese (Mn), molybdenum (Mo), and boron (B) deficiencies. We integrated 16S rRNA/ITS sequencing, functional prediction, and co-occurrence network analysis to unravel microbial responses. Our results demonstrate that Cu deficiency reduced bacterial alpha diversity (25% decline in Shannon index, p < 0.05), while Mn, Mo, and B deficiencies enhanced microbial richness (Chao1 increase: 15–30%). Taxonomic profiling revealed stress-adapted genera (Luteibacter, Lactobacillus, Akkermansia) as key responders, with Pseudomonas abundance decreasing under Cu/B deficiency but increases under Mn/Mo deprivation. Functional shifts included suppressed photosynthesis-associated bacteria under Cu limitation and enriched nitrogen-cycling taxa (e.g., denitrifiers) in Mo-deficient seedlings. Network analysis revealed intensified microbial interactions under Mn/Mo deficiency, with lower microbial interactions under Cu/B deficient treatments. Crucially, we propose a bidirectional "plant–microbe" regulatory axis: Cu deficiency directly impairs plant growth by disrupting photosynthetic symbionts and enriching potential pathogens, while Mn/Mo deprivation enriched endophytic taxa linked to potential nutrient metabolism and stress resilience. This study pioneers a sterile-system approach to decouple micronutrient effects from soil confounders, offering mechanistic insights into microbiome-driven plant adaptation.

Indexed as

Host Microbial InteractionsMicrobiotaMicronutrientsAdaptation, PhysiologicalBacteriaBoronCopperMolybdenumRNA, Ribosomal, 16SBoronCopperMicronutrientsMolybdenumRNA, Ribosomal, 16SAxenic cultivationCo-occurrence networksMicrobial functional adaptationMicronutrient deficiencyPlant–microbe interactions

Identifiers

PMID40731263
PMCPMC12305932

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LicenceCC BY-NC-ND
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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.