Effects and mechanisms of reclaimed water irrigation and tillage treatment on the propagation of antibiotic resistome in soil

IF 8 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Yiyi Liu , Haiyang Chen , Chang Liu , Rui Wang , Zhirou Zhang
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Abstract

Reclaimed water irrigation can alleviate water resource pressure, while soil tillage is a common agricultural practice to increase crop yield. However, both of these practices may lead to the propagation of antibiotic resistance genes (ARGs). To date, there has been little research that has systematically investigated this issue. To fill this gap, this study has conducted microcosmic experiments to reveal the effect and mechanisms of using reclaimed water for irrigation and tillage treatment on the propagation of ARGs in soil, by utilizing high-throughput sequencing-based metagenomic assembly analysis approaches. The results showed irrigation significantly enhanced the abundance and diversity of ARGs in the soil. Compared to the initial soil, the total coverage of ARGs in the irrigated soil increased by 14.0 % (without tillage) to 22.7 % (with tillage). In particular, tillage treatment facilitated the enhancement of antibiotic resistome in the environment. The analysis with null model suggested soil tillage enabled ecological drift (52.4 %–66.7 %) to dominate the ARGs. Quantitative source apportionment using a machine learning-based microbial source tracking tool showed the irrigation exhibited considerable effect on the ARGs in the soil, with an average contribution of about 13.3 %–17.0 %. Network analysis revealed a close association of ARGs with mobile genetic elements (MGEs) and virulence factors, indicating potential dissemination risk of ARGs in the soil. Microbial communities, MGEs, and environmental factors collectively shaped the ARGs in the environment. Relatively, soil tillage enhanced the complex and stability of network structure and led to the colonization of ARGs in modular manner, resulting in higher contribution of ecological drift to soil resistome. Findings of this study will contribute to the management of resistome risks in reclaimed water utilization and agricultural activities for protecting soil ecosystem safety and public health.

Abstract Image

再生水灌溉和耕作处理对土壤中抗生素抗性组繁殖的影响及其机制
再生水灌溉可以缓解水资源压力,而土壤耕作是提高作物产量的常见农业做法。然而,这两种做法都可能导致抗生素耐药基因(ARGs)的繁殖。到目前为止,很少有研究系统地调查了这个问题。为了填补这一空白,本研究利用基于高通量测序的宏基因组组装分析方法,通过微观实验揭示再生水灌溉和耕作处理对土壤中ARGs繁殖的影响及其机制。结果表明,灌溉显著提高了土壤中ARGs的丰度和多样性。与初始土壤相比,灌溉土壤中ARGs的总盖度(免耕)增加了14.0%,达到22.7%(有耕)。特别是,耕作处理促进了环境中抗生素抗性组的增强。零模型分析表明,土壤耕作使生态漂移(52.4% ~ 66.7%)主导ARGs。使用基于机器学习的微生物源跟踪工具进行定量源分配表明,灌溉对土壤中ARGs有相当大的影响,平均贡献约为13.3% - 17.0%。网络分析显示,ARGs与移动遗传因子(MGEs)和毒力因子密切相关,表明ARGs在土壤中存在潜在传播风险。微生物群落、MGEs和环境因素共同塑造了环境中的ARGs。相对而言,土壤耕作增加了网络结构的复杂性和稳定性,导致ARGs以模块化方式定植,导致生态漂移对土壤抗性组的贡献更高。本研究结果将有助于中水利用和农业活动中抗微生物风险的管理,以保护土壤生态系统安全和公众健康。
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来源期刊
Science of the Total Environment
Science of the Total Environment 环境科学-环境科学
CiteScore
17.60
自引率
10.20%
发文量
8726
审稿时长
2.4 months
期刊介绍: The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere. The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.
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