Evidence map›Paper›PMID 39578932›Full record

ArticleMicrobiome2024

From grasslands to genes: exploring the major microbial drivers of antibiotic-resistance in microhabitats under persistent overgrazing.

Jian Li, Quanhui Ma, Mingkang Jin, Lijie Huang, Dafeng Hui, Jordi Sardans, Josep Peñuelas, Patrick O'Connor, Yu Zhu, Xiaoru Yang and 2 more

Abstract read
In one paragraph

Article in Microbiome, 2024. 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

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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Microbial conservation is essential for sustaining ecosystem functions and services.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  7. Article
  8. Article
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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.

Jian LiKey Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China. jianli@iue.ac.cn.
Quanhui MaMinistry of Education Key Laboratory of Ecology and Resource Use of the Mongolian Plateau & Inner Mongolia Key Laboratory of Grassland Ecology, School of Ecology and Environment, Inner Mongolia University, Hohhot, 010021, China.
Mingkang JinKey Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China.
Lijie HuangKey Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China.
Dafeng HuiDepartment of Biological Sciences, Tennessee State University, Nashville, TN, 37209, USA.
Jordi SardansGlobal Ecology Unit, CSIC, CREAF-CSIC-UAB, Bellaterra, Barcelona, Catalonia, 08193, Spain.
Josep PeñuelasGlobal Ecology Unit, CSIC, CREAF-CSIC-UAB, Bellaterra, Barcelona, Catalonia, 08193, Spain.
Patrick O'ConnorCentre for Global Food and Resources, University of Adelaide, Adelaide, 5005, Australia.
Yu ZhuMinistry of Education Key Laboratory of Ecology and Resource Use of the Mongolian Plateau & Inner Mongolia Key Laboratory of Grassland Ecology, School of Ecology and Environment, Inner Mongolia University, Hohhot, 010021, China. zhuyu@imu.edu.cn.
Xiaoru YangKey Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China.
Ling WangInstitute of Grassland Science, Key Laboratory of Vegetation Ecology, Ministry of Education/Jilin Songnen, Grassland Ecosystem National Observation and Research Station, Northeast Normal University, Changchun, 130024, China.
Yong-Guan ZhuKey Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe extensive use of antibiotics in the global livestock industry in recent decades has accelerated the accumulation and dissemination of antibiotic-resistance genes (ARGs) within terrestrial ecosystems. This occurs due to the limited absorption of most antibiotics, leading to their release into the environment through feces and urine. This poses a significant threat to both the environment and human health. However, the response of antibiotic-resistant microorganisms and their ARGs in grasslands to prolonged grazing, as well as the primary microbial taxa driving the ARG distribution, remain poorly understood, especially within various microhabitats. In this study, we characterized ARGs in the phyllosphere, litter, and soil after decades of livestock grazing in a meadow steppe. We particularly focused on identifying the major members of the microbial community influencing ARGs and the distinction between microbial generalists and specialists.

resultsOur findings indicate that a core set of ARGs accounted for 90% of the abundance in this plant-soil ecosystem. While the soil exhibited the highest ARG abundance, the phyllosphere, and litter displayed higher ARG diversity and diverse distribution patterns after overgrazing. Grazing increased ARG abundance by elevating the proportion of core ARGs and suppressing stochastic ARGs in the phyllosphere and litter, while it had little effect on the ARGs in the soil. Additionally, microbial generalist abundance increased, but specialist abundance decreased in the phyllosphere and litter, with no effect in the soil, under grazed conditions. Ultimately, microbial microhabitats and grazing influenced ARG community characteristics through direct (i.e., feces and other exogenous ARG input) and indirect (i.e., trampling and selective feeding) effects on nutrient availability, microbial community composition, and mobile genetic elements. The generalist community, with its broad ecological niches and phylogenetic composition, made the most significant contribution to the ARG characteristics.

conclusionsThis study underscores the impact of environmental disturbances on the distributional patterns of ARGs in ecosystems, mediated by the regulation of microbial generalized species. These insights enhance our understanding of microbial control over ARGs and facilitate predictions regarding the dynamics and risk of ARGs in diverse ecological niches subjected to anthropogenic disturbances. Video Abstract.

Indexed as

Anti-Bacterial AgentsGrasslandSoil MicrobiologyAnimalsBacteriaDrug Resistance, MicrobialEcosystemFecesGenes, BacterialLivestockMicrobiotaAnti-Bacterial AgentsGeneralistLitterMicrohabitatsNutrient concentrationPhyllosphereSoilSpecialist

Identifiers

PMID39578932
PMCPMC11583533

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.