Macroecological processes impact Australian soil resistomes and climatically stable regions with anthropogenic activities serve as ARG hotspots.

Mingming Du,Peipei Xue,Budiman Minasny,Ho Jun Jang,Alex McBratney
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Abstract

Soil antibiotic resistance genes (ARGs) pose a global health threat, but a critical knowledge gap remains regarding how macro-scale pedoclimatic constraints interact with land-use intensification to determine the spatial distribution of the soil resistome. To address this, we conducted a continental-scale survey of Australian topsoils and used metagenomic analysis to reveal the hierarchy of drivers shaping the soil resistome. Machine learning was applied to predict the spatial ARG distribution across Australia. We found that, at the continental scale, climatic variability acts as the dominant filter on ARG distribution, overriding local soil properties and human disturbance. Unexpectedly, climatically stable regions, characterised by sandy and low-carbon soils in Southwestern Australia, emerged as ARG hotspots. We also demonstrated that anthropogenic land use amplifies ARG abundance within these climatically stable regions. Furthermore, spatial modelling revealed distinct geographical patterns: although total ARG abundance was enriched in coastal regions, specific resistance mechanisms showed unique distributions. As a continental-scale investigation of soil ARGs in Australia, this study provides a framework to identify high-risk regions where lower climatic variability and intensive farming interact to enhance antimicrobial resistance.
宏观生态过程对澳大利亚土壤抗性的影响和气候稳定地区的人为活动是ARG的热点。
土壤抗生素抗性基因(ARGs)对全球健康构成威胁,但关于宏观尺度土壤气候约束如何与土地利用集约化相互作用以决定土壤抗性组的空间分布,仍然存在关键的知识空白。为了解决这个问题,我们对澳大利亚表层土壤进行了一项大陆尺度的调查,并使用宏基因组分析来揭示形成土壤抗性组的驱动因素的层次结构。机器学习应用于预测澳大利亚ARG的空间分布。我们发现,在大陆尺度上,气候变率是影响ARG分布的主要因素,超过了当地土壤性质和人为干扰。出乎意料的是,气候稳定的地区,以澳大利亚西南部的沙质和低碳土壤为特征,成为ARG的热点地区。我们还证明,在这些气候稳定的地区,人为土地利用放大了ARG丰度。此外,空间模拟揭示了不同的地理格局:尽管沿海地区ARG总丰度丰富,但特定的抗性机制表现出独特的分布。作为澳大利亚大陆范围的土壤ARGs调查,本研究提供了一个框架,以确定低气候变异性和集约化农业相互作用以增强抗菌素耐药性的高风险地区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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