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综合分析地球化学参数-微生物相互作用揭示了多种金属(类)污染农田区细菌群落组装的变化。

Integrative analyses of geochemical parameters-microbe interactions reveal the variation of bacterial community assembly in multiple metal(loid)s contaminated arable regions.

机构信息

Key Laboratory of Bio-resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610065, Sichuan, PR China.

Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, 610066, China.

出版信息

Environ Res. 2022 May 15;208:112621. doi: 10.1016/j.envres.2021.112621. Epub 2022 Jan 3.

DOI:10.1016/j.envres.2021.112621
PMID:34990612
Abstract

Soil microbes play crucial roles in biochemical and geochemical processes in contaminated arable ecosystems. However, what factors determine the assembling process of soil bacterial community under multiple heavy metal (loid)s (HMs) stress and how communities respond to geochemical changes have rarely been understood. Therefore, a number of contaminated soils were sampled to explore the interactions among geochemical parameters, HMs and innate bacterial community. The results showed that soil biochemical activities were inhibited obviously with the increase of HMs. Significant differences were observed in bacterial composition and abundance in studied areas, with Actinobacteria, Proteobacteria, Chloroflexi, Acidobacteria and Firmicutes governing the bacterial community structure. Redundancy analysis and variation partition analysis revealed that about 67.33% of the variation in bacterial assemblages could be explained by physiochemical parameters (21.59%), biochemical parameters (11.64%), toxic metal (loid)s (9.11%) and the interaction effect of these variables (24.99%), among which total-arsenic and moisture were the main factors. Spearman correlation analysis also demonstrated that dehydrogenase, moisture and TOC have a positive correlation with bacterial community structure with As-Cd-Pb gradient. Altogether, this study would provide a comprehensive relationship between major environmental factors and bacterial assemblages, which could offer some baseline data to investigate the mechanisms of how communities respond to physiochemical changes.

摘要

土壤微生物在受污染的农田生态系统中的生化和地球化学过程中起着至关重要的作用。然而,在多种重金属(类金属)胁迫下,哪些因素决定了土壤细菌群落的组装过程,以及群落如何应对地球化学变化,这些问题很少被理解。因此,采集了一些受污染的土壤样本,以探索地球化学参数、重金属和固有细菌群落之间的相互作用。结果表明,随着重金属含量的增加,土壤生化活性明显受到抑制。研究区域的细菌组成和丰度存在显著差异,放线菌、变形菌门、绿弯菌门、酸杆菌门和厚壁菌门主导着细菌群落结构。冗余分析和变异分解分析表明,细菌组合变化的约 67.33%可以通过理化参数(21.59%)、生化参数(11.64%)、有毒金属(类金属)(9.11%)和这些变量的相互作用(24.99%)来解释,其中总砷和水分是主要因素。Spearman 相关分析还表明,脱氢酶、水分和 TOC 与 As-Cd-Pb 梯度下的细菌群落结构呈正相关。总的来说,这项研究将提供主要环境因素与细菌组合之间的综合关系,为研究群落如何响应理化变化的机制提供一些基线数据。

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