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宏基因组分析揭示吲哚信号对序批式生物膜反应器中微生物群落的影响:群体感应抑制和抗生素耐药性富集。

Metagenomic analysis reveals indole signaling effect on microbial community in sequencing batch reactors: Quorum sensing inhibition and antibiotic resistance enrichment.

机构信息

Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education) and Dalian POCT Laboratory, School of Environmental Science and Technology, Dalian University of Technology, Dalian, 116024, China.

State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin, 150090, China.

出版信息

Environ Res. 2023 Jul 15;229:115897. doi: 10.1016/j.envres.2023.115897. Epub 2023 Apr 11.

Abstract

Indole is an essential signal molecule in microbial studies. However, its ecological role in biological wastewater treatments remains enigmatic. This study explores the links between indole and complex microbial communities using sequencing batch reactors exposed to 0, 15, and 150 mg/L indole concentrations. A concentration of 150 mg/L indole enriched indole degrader Burkholderiales, while pathogens, such as Giardia, Plasmodium, and Besnoitia were inhibited at 15 mg/L indole concentration. At the same time, indole reduced the abundance of predicted genes in the "signaling transduction mechanisms" pathway via the Non-supervised Orthologous Groups distributions analysis. Indole significantly decreased the concentration of homoserine lactones, especially C-HSL. Furthermore, the quorum-sensing signaling acceptors containing LuxR, the dCACHE domain, and RpfC showed negative distributions with indole and indole oxygenase genes. Signaling acceptors' potential origins were mainly Burkholderiales, Actinobacteria, and Xanthomonadales. Meanwhile, concentrated indole (150 mg/L) increased the total abundance of antibiotic resistance genes by 3.52 folds, especially on aminoglycoside, multidrug, tetracycline, and sulfonamide. Based on Spearman's correlation analysis, the homoserine lactone degradation genes which were significantly impacted by indole negatively correlated with the antibiotic resistance gene abundance. This study brings new insights into the effect of indole signaling on in biological wastewater treatment plants.

摘要

吲哚是微生物研究中一种重要的信号分子。然而,其在生物废水处理中的生态作用仍然是个谜。本研究使用序批式反应器,研究了在 0、15 和 150mg/L 吲哚浓度下吲哚与复杂微生物群落之间的联系。150mg/L 的吲哚浓度富集了吲哚降解菌伯克霍尔德氏菌,而 15mg/L 的吲哚浓度则抑制了寄生虫(如贾第虫、疟原虫和贝氏等孢球虫)的生长。同时,吲哚通过非监督正交相似性分析降低了“信号转导机制”途径中预测基因的丰度。吲哚显著降低了同型半胱氨酸内酯(尤其是 C-HSL)的浓度。此外,含有 LuxR、dCACHE 结构域和 RpfC 的群体感应信号受体与吲哚和吲哚加氧酶基因呈负相关分布。信号受体的潜在来源主要是伯克霍尔德氏菌、放线菌和黄单胞菌目。同时,高浓度吲哚(150mg/L)使抗生素耐药基因的总丰度增加了 3.52 倍,尤其是氨基糖苷类、多药耐药性、四环素类和磺胺类抗生素耐药基因。通过 Spearman 相关分析,受吲哚显著影响的同型半胱氨酸内酯降解基因与抗生素耐药基因丰度呈负相关。本研究为吲哚信号对生物废水处理厂的影响提供了新的见解。

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