Evidence map›Paper›PMID 39806455›Full record

ArticleMicrobiome2025

Growth of microbes in competitive lifestyles promotes increased ARGs in soil microbiota: insights based on genetic traits.

Zishu Liu, Xiangwu Yao, Chengyi Chen, Yuxiang Zhao, Chifei Dong, Lingtao Sun, Junxian Zhao, Baofeng Zhang, Zhendi Yu, Dongqing Cheng and 2 more

Abstract read
In one paragraph

Article in Microbiome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

9 citing papers in PubMed.

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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.

Zishu LiuKey Laboratory of Environment Remediation and Ecological Health, Ministry of Education, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Xiangwu YaoCollege of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Chengyi ChenCollege of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Yuxiang ZhaoCollege of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Chifei DongCollege of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Lingtao SunCollege of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Junxian ZhaoCollege of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Baofeng ZhangHangzhou Ecological and Environmental Monitoring Center, Hangzhou, 310007, China.
Zhendi YuSchool of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
Dongqing ChengSchool of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
Lizhong ZhuKey Laboratory of Environment Remediation and Ecological Health, Ministry of Education, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China.
Baolan HuKey Laboratory of Environment Remediation and Ecological Health, Ministry of Education, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, 310058, China. blhu@zju.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe widespread selective pressure of antibiotics in the environment has led to the propagation of antibiotic resistance genes (ARGs). However, the mechanisms by which microbes balance population growth with the enrichment of ARGs remain poorly understood. To address this, we employed microcosm cultivation at different antibiotic (i.e., Oxytetracycline, OTC) stresses across the concentrations from the environmental to the clinical. Paired with shot-gun metagenomics analysis and quantification of bacterial growth, trait-based assessment of soil microbiota was applied to reveal the association between key ARG subtypes, representative bacterial taxa, and functional-gene features that drive the growth of ARGs.

resultsOur results illuminate that resistome variation is closely associated with bacterial growth. A non-monotonic change in ARG abundance and richness was observed over a concentration gradient from none to 10 mg/l. Soil microbiota exposed to intermediate OTC concentrations (i.e., 0.1 and 0.5 mg/l) showed greater increases in the total abundance of ARGs. Community compositionally, the growth of representative taxa, i.e., Pseudomonadaceae was considered to boost the increase of ARGs. It has chromosomally carried kinds of multidrug resistance genes such as mexAB-oprM and mexCD-oprJ could mediate the intrinsic resistance to OTC. Streptomycetaceae has shown a better adaptive ability than other microbes at the clinical OTC concentrations. However, it contributed less to the ARGs growth as it represents a stress-tolerant lifestyle that grows slowly and carries fewer ARGs. In terms of community genetic features, the community aggregated traits analysis further indicates the enhancement in traits of resource acquisition and growth yield is driving the increase of ARGs abundance. Moreover, optimizations in energy production and conversion, alongside a streamlining of bypass metabolic pathways, further boost the growth of ARGs in sub-inhibitory antibiotic conditions.

conclusionThe results of this study suggest that microbes with competitive lifestyles are selected under the stress of environmental sub-inhibitory concentrations of antibiotics and nutrient scarcity. They possess greater substrate utilization capacity and carry more ARGs, due to this they were faster growing and leading to a greater increase in the abundance of ARGs. This study has expanded the application of trait-based assessments in understanding the ecology of ARGs propagation. And the finding illustrated changes in soil resistome are accompanied by the lifestyle switching of the microbiome, which theoretically supports the ARGs control approach based on the principle of species competitive exclusion. Video Abstract.

Indexed as

Anti-Bacterial AgentsBacteriaDrug Resistance, BacterialOxytetracyclineSoil MicrobiologyDNA, BacterialGenome, BacterialMetagenomicsPhylogenyRNA, Ribosomal, 16SAnti-Bacterial AgentsDNA, BacterialOxytetracyclineRNA, Ribosomal, 16SAntibiotic resistanceAntibiotic stressGrowth yieldLife history strategyResistomeSoil microbiome

Identifiers

PMID39806455
PMCPMC11730135

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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.