Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 1, 3584 CL Utrecht, the Netherlands; Wetsus, European Centre of Excellence for Sustainable Water Technology, Oostergoweg 9, 8911 MA Leeuwarden, the Netherlands.
Wetsus, European Centre of Excellence for Sustainable Water Technology, Oostergoweg 9, 8911 MA Leeuwarden, the Netherlands.
Sci Total Environ. 2021 May 20;770:145399. doi: 10.1016/j.scitotenv.2021.145399. Epub 2021 Jan 26.
Application of animal manure to soils results in the introduction of manure-derived bacteria and their antimicrobial resistance genes (ARGs) into soils. ResCap is a novel targeted-metagenomic approach that allows the detection of minority components of the resistome gene pool without the cost-prohibitive coverage depths and can provide a valuable tool to study the spread of antimicrobial resistance (AMR) in the environment. We used high-throughput sequencing and qPCR for 16S rRNA gene fragments as well as ResCap to explore the dynamics of bacteria, and ARGs introduced to soils and adjacent water ditches, both at community and individual scale, over a period of three weeks. The soil bacteriome and resistome showed strong resilience to the input of manure, as manuring did not impact the overall structure of the bacteriome, and its effects on the resistome were transient. Initially, manure application resulted in a substantial increase of ARGs in soils and adjacent waters, while not affecting the overall bacterial community composition. Still, specific families increased after manure application, either through the input of manure (e.g., Dysgonomonadaceae) or through enrichment after manuring (e.g., Pseudomonadaceae). Depending on the type of ARG, manure application resulted mostly in an increase (e.g., aph(6)-Id), but occasionally also in a decrease (e.g., dfrB3) of the absolute abundance of ARG clusters (FPKM/kg or L). This study shows that the structures of the bacteriome and resistome are shaped by different factors, where the bacterial community composition could not explain the changes in ARG diversity or abundances. Also, it highlights the potential of applying targeted metagenomic techniques, such as ResCap, to study the fate of AMR in the environment.
将动物粪便施用到土壤中会导致粪便衍生细菌及其抗生素抗性基因(ARGs)进入土壤。ResCap 是一种新型的靶向宏基因组方法,它可以在不增加成本的情况下检测抗性基因库中的少数成分,并且可以为研究环境中抗生素抗性(AMR)的传播提供有价值的工具。我们使用高通量测序和 16S rRNA 基因片段的 qPCR 以及 ResCap 来探索细菌和 ARG 在三周内引入土壤和相邻沟渠的动态,从社区和个体尺度上进行研究。土壤细菌组和抗性组对粪便的输入具有很强的恢复力,因为施肥不会影响细菌组的整体结构,并且对抗性组的影响是短暂的。最初,粪便的施用导致土壤和相邻水中的 ARG 大量增加,而不会影响细菌群落的整体组成。尽管如此,粪便施用后仍有特定的家族增加,这要么是通过粪便的输入(例如,Dysgonomonadaceae),要么是通过施肥后的富集(例如,Pseudomonadaceae)。根据 ARG 的类型,粪便的施用主要导致 ARG 簇(FPKM/kg 或 L)的丰度增加(例如,aph(6)-Id),但偶尔也会导致减少(例如,dfrB3)。本研究表明,细菌组和抗性组的结构由不同的因素塑造,其中细菌群落组成不能解释 ARG 多样性或丰度的变化。此外,它还强调了应用靶向宏基因组技术(如 ResCap)研究 AMR 在环境中命运的潜力。