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从宏基因组到抗性功能表达:鲑鱼养殖场细菌中的基因多样性

From Metagenomes to Functional Expression of Resistance: Gene Diversity in Bacteria from Salmon Farms.

作者信息

Ortiz-Severín Javiera, Hojas Iñaki, Redin Felipe, Serón Ervin, Santana Jorge, Maass Alejandro, Cambiazo Verónica

机构信息

Laboratorio de Bioinformática y Expresión Génica, Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, Santiago 7830490, Chile.

Centro de Modelamiento Matemático, Universidad de Chile and UMI-CNRS 2807, Santiago 8370415, Chile.

出版信息

Antibiotics (Basel). 2025 Jan 24;14(2):122. doi: 10.3390/antibiotics14020122.


DOI:10.3390/antibiotics14020122
PMID:40001366
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11851438/
Abstract

The increase in antibiotic resistance in human-impacted environments, such as coastal waters with aquaculture activity, is related to the widespread use of antibiotics, even at sub-lethal concentrations. In Chile, the world's second largest producer of salmon, aquaculture is considered the main source of antibiotics in coastal waters. In this work, we aimed to characterize the genetic and phenotypic profiles of antibiotic resistance in bacterial communities from salmon farms. Bacterial metagenomes from an intensive aquaculture zone in southern Chile were sequenced, and the composition, abundance and sequence of antibiotic resistance genes (ARGs) were analyzed using assembled and raw read data. Total DNA from bacterial communities was used as a template to recover gene variants, which were tested by heterologous expression and functional characterization of phenicol resistance. Prediction of ARGs in salmon farm metagenomes using more permissive parameters yielded significantly more results than the default Resistance Gene Identifier (RGI) software. ARGs grouped into drug classes showed similar abundance profiles to global ocean bacteria. The gene was the most abundant phenicol-resistance gene with the lowest gene counts, showing a conserved sequence although with variations from the reference . These differences were recovered by RGI prediction and, in greater depth, by mapping reads to the sequence using SNP base-calling. These variants were analyzed by heterologous expression, revealing the co-existence of high- and low-resistance sequences in the environmental bacteria. This study highlights the importance of combining metagenomic and phenotypic approaches to study the genetic variability in and evolution of antibiotic-resistant bacteria associated with salmon farms.

摘要

在受人类活动影响的环境中,如存在水产养殖活动的沿海水域,抗生素耐药性的增加与抗生素的广泛使用有关,即使是在亚致死浓度下。在世界第二大鲑鱼生产国智利,水产养殖被认为是沿海水域抗生素的主要来源。在这项研究中,我们旨在描述鲑鱼养殖场细菌群落中抗生素耐药性的遗传和表型特征。对智利南部一个集约化养殖区的细菌宏基因组进行了测序,并使用组装和原始读取数据对抗生素耐药基因(ARG)的组成、丰度和序列进行了分析。细菌群落的总DNA被用作模板来恢复基因变体,这些变体通过苯尼考耐药性的异源表达和功能表征进行测试。使用更宽松的参数预测鲑鱼养殖场宏基因组中的ARG,比默认的抗性基因标识符(RGI)软件产生的结果显著更多。按药物类别分组的ARG显示出与全球海洋细菌相似的丰度分布。该基因是最丰富的苯尼考耐药基因,基因数量最少,尽管与参考序列存在差异,但显示出保守序列。这些差异通过RGI预测得以发现,并且通过使用SNP碱基识别将读取序列映射到该序列更深入地得以发现。通过异源表达分析这些变体,揭示了环境细菌中高抗性和低抗性序列的共存。这项研究强调了结合宏基因组学和表型方法来研究与鲑鱼养殖场相关的抗生素耐药细菌的遗传变异性和进化的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/9518d59508fc/antibiotics-14-00122-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/93568ddf2420/antibiotics-14-00122-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/41fc55730a9c/antibiotics-14-00122-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/6f5078829d7d/antibiotics-14-00122-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/8730b42354e1/antibiotics-14-00122-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/9518d59508fc/antibiotics-14-00122-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/93568ddf2420/antibiotics-14-00122-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/41fc55730a9c/antibiotics-14-00122-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/6f5078829d7d/antibiotics-14-00122-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/8730b42354e1/antibiotics-14-00122-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc23/11851438/9518d59508fc/antibiotics-14-00122-g005.jpg

相似文献

[1]
From Metagenomes to Functional Expression of Resistance: Gene Diversity in Bacteria from Salmon Farms.

Antibiotics (Basel). 2025-1-24

[2]
Impact of salmon farming in the antibiotic resistance and structure of marine bacterial communities from surface seawater of a northern Patagonian area of Chile.

Biol Res. 2024-11-10

[3]
Detection of the floR gene in a diversity of florfenicol resistant Gram-negative bacilli from freshwater salmon farms in Chile.

Zoonoses Public Health. 2009-6-17

[4]
Extended antibiotic treatment in salmon farms select multiresistant gut bacteria with a high prevalence of antibiotic resistance genes.

PLoS One. 2018-9-11

[5]
Current Status of the Use of Antibiotics and the Antimicrobial Resistance in the Chilean Salmon Farms.

Front Microbiol. 2018-6-18

[6]
Distribution of antibiotic resistance genes and their pathogen hosts in duck farm environments in south-east coastal China.

Appl Microbiol Biotechnol. 2024-12

[7]
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Environ Int. 2020-11

[8]
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[9]
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Environ Int. 2018-7-7

[10]
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J Hazard Mater. 2025-6-5

引用本文的文献

[1]
Antibiotic Resistance in Aquaculture: Challenges, Trends Analysis, and Alternative Approaches.

Antibiotics (Basel). 2025-6-11

本文引用的文献

[1]
Impact of salmon farming in the antibiotic resistance and structure of marine bacterial communities from surface seawater of a northern Patagonian area of Chile.

Biol Res. 2024-11-10

[2]
Metagenomic assemblies tend to break around antibiotic resistance genes.

BMC Genomics. 2024-10-14

[3]
A global atlas of marine antibiotic resistance genes and their expression.

Water Res. 2023-10-1

[4]
Sustainable aquaculture through the One Health lens.

Nat Food. 2020-8

[5]
A First Insight into the Microbial and Viral Communities of Comau Fjord-A Unique Human-Impacted Ecosystem in Patagonia (42 S).

Microorganisms. 2023-3-30

[6]
Latent antibiotic resistance genes are abundant, diverse, and mobile in human, animal, and environmental microbiomes.

Microbiome. 2023-3-8

[7]
Effects of Broad-Spectrum Antibiotic (Florfenicol) on Resistance Genes and Bacterial Community Structure of Water and Sediments in an Aquatic Microcosm Model.

Antibiotics (Basel). 2022-9-23

[8]
Water-sediment partitioning of flumequine and florfenicol, two antibiotics used in salmon aquaculture in Chile.

Mar Pollut Bull. 2022-4

[9]
Bottleneck size and selection level reproducibly impact evolution of antibiotic resistance.

Nat Ecol Evol. 2021-9

[10]
Identification of Variants Associated With a Novel Tn-Like Integrative and Conjugative Element in Clinical Isolates.

Front Cell Infect Microbiol. 2021

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