College of Environment, Zhejiang University of Technology, Hangzhou, 310032, P. R. China.
Global Ecology Unit CREAF-CSIC-UAB, CSIC, Bellaterra, 08193, Barcelona, Catalonia, Spain.
Microbiome. 2021 Sep 30;9(1):196. doi: 10.1186/s40168-021-01150-6.
The ubiquitous gut microbiotas acquired from the environment contribute to host health. The gut microbiotas of soil invertebrates are gradually assembled from the microecological region of the soil ecosystem which they inhabit, but little is known about their characteristics when the hosts are under environmental stress. The rapid development of high-throughput DNA sequencing in the last decade has provided unprecedented insights and opportunities to characterize the gut microbiotas of soil invertebrates. Here, we characterized the core, transient, and rare bacterial taxa in the guts of soil invertebrates using the core index (CI) and developed a new theory of global microbial diversity of soil ecological microregions.
We found that the Gammaproteobacteria could respond indiscriminately to the exposure to environmental concentrations of soil pollutants and were closely associated with the physiology and function of the host. Meanwhile, machine-learning models based on metadata calculated that Gammaproteobacteria were the core bacteria with the highest colonization potential in the gut, and further identified that they were the best indicator taxon of the response to environmental concentrations of soil pollution. Gammaproteobacteria also closely correlated with the abundance of antibiotic resistance genes.
Our results determined that Gammaproteobacteria were an indicator taxon in the guts of the soil invertebrates that responded to environmental concentrations of soil pollutants, thus providing an effective theoretical basis for subsequent assessments of soil ecological risk. The results of the physiological and biochemical analyses of the host and the microbial-community functions, and the antibiotic resistance of Gammaproteobacteria, provide new insights for evaluating global soil ecological health. Video abstract.
从环境中获得的无处不在的肠道微生物群有助于宿主健康。土壤无脊椎动物的肠道微生物群逐渐从它们栖息的土壤生态系统的微生态区组装而成,但当宿主处于环境压力下时,它们的特征知之甚少。在过去十年中,高通量 DNA 测序的快速发展为描述土壤无脊椎动物的肠道微生物群提供了前所未有的见解和机会。在这里,我们使用核心指数 (CI) 来描述土壤无脊椎动物肠道中的核心、瞬态和稀有细菌分类群,并提出了一个土壤生态微区全球微生物多样性的新理论。
我们发现,γ变形菌可以不加区分地响应暴露于土壤污染物环境浓度,并与宿主的生理和功能密切相关。同时,基于元数据计算的机器学习模型表明,γ变形菌是肠道中定植潜力最高的核心细菌,并进一步确定它们是对土壤污染环境浓度响应的最佳指示分类群。γ变形菌还与抗生素耐药基因的丰度密切相关。
我们的研究结果确定了γ变形菌是土壤无脊椎动物肠道中对土壤污染物环境浓度有反应的指示分类群,从而为后续评估土壤生态风险提供了有效的理论依据。对宿主的生理生化分析、微生物群落功能以及γ变形菌的抗生素耐药性的结果,为评估全球土壤生态健康提供了新的见解。