Evidence map›Paper›PMID 42430521›Full record

ArticleThe ISME journal2026

β-Caryophyllene gradients act as ecological filters shaping microbial life-history strategies via iron competition.

Ruolan Li, Yuhui Li, Qifan Yang, Yinuo Ding, Gaofei Jiang, Yan Xu

Abstract read
In one paragraph

Article in The ISME journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

6 authors.

Ruolan LiAgro-Environmental Protection Institute, Ministry of Agriculture and Rural Affairs, Tianjin 300191, China.
Yuhui LiAgro-Environmental Protection Institute, Ministry of Agriculture and Rural Affairs, Tianjin 300191, China.
Qifan YangAgro-Environmental Protection Institute, Ministry of Agriculture and Rural Affairs, Tianjin 300191, China.
Yinuo DingAgro-Environmental Protection Institute, Ministry of Agriculture and Rural Affairs, Tianjin 300191, China.
Gaofei JiangJiangsu Provincial Key Lab for Organic-based Fertilizer Creation and Soil Health Manipulation, Key Lab of Organic-Based Fertilizers of China, Jiangsu Collaborative Innovation Center for Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing 210095, China.ORCID 0000-0002-5331-739X
Yan XuAgro-Environmental Protection Institute, Ministry of Agriculture and Rural Affairs, Tianjin 300191, China.

Funding

Fundamental and Interdisciplinary Disciplines Breakthrough Plan of the Ministry of Education of ChinaGuangxi Science and Technology ProgramInnovation Program of Chinese Academy of Agricultural SciencesNational Natural Science Foundation of ChinaNatural Science Foundation of Jiangsu ProvinceYouth Innovation Program of the Chinese Academy of Agricultural Sciences
6 · The paper itself

Abstract

Plant-emitted volatile organic compounds (VOCs) are increasingly recognized as key mediators of plant-microbe interactions, yet how they shape microbial community assembly and adaptive strategies remains unclear. Here, using the widespread plant sesquiterpene β-caryophyllene as a model VOC, we demonstrate that plant volatiles drive dose-dependent ecological filtering and microbial adaptation, governed by life-history trade-offs and resource availability. Soil microcosm experiments revealed that low concentrations of β-caryophyllene selectively enrich competitive bacterial taxa, whereas high concentrations favor ruderal, fast-growing opportunists, restructuring communities along a competitor-stress tolerator-ruderal axis. Focusing on representative taxa, Bacillus subtilis and Pseudomonas aeruginosa, we show that these contrasting ecological outcomes are underpinned by divergent physiological, metabolic, and transcriptional reprogramming. Across both taxa, low-dose β-caryophyllene consistently induces siderophore biosynthesis, identifying iron availability as a central integrator of volatile perception and response. Experimental manipulation of iron reprogrammed growth, carbon utilization, and antibiotic resistance, gating whether β-caryophyllene functions as a signal that primes competition or as a stressor that selects for ruderal traits. Together, our work offers critical insights into the VOC-mediated microbiome management for ecological restoration and sustainable agriculture.

Indexed as

Bacillus subtilisIronPolycyclic SesquiterpenesPseudomonas aeruginosaSiderophoresSoil MicrobiologyVolatile Organic CompoundscaryophylleneIronPolycyclic SesquiterpenesSiderophoresVolatile Organic Compoundsecological filteriron competitionlife-history traitsmicrobial adaptive responsesvolatile

Identifiers

PMID42430521
PMCPMC13477218

What OpenQuestion holds

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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.