Key Laboratory of Integrated Regulation and Resource Development on Shallow Lakes, Ministry of Education, College of Environment, Hohai University, Nanjing 210098, China; College of Environment, Hohai University, Nanjing 210098, China.
Key Laboratory of Integrated Regulation and Resource Development on Shallow Lakes, Ministry of Education, College of Environment, Hohai University, Nanjing 210098, China; College of Environment, Hohai University, Nanjing 210098, China.
Sci Total Environ. 2023 Feb 20;860:160475. doi: 10.1016/j.scitotenv.2022.160475. Epub 2022 Nov 24.
Brackish water aquaculture has brought numerous economic benefits, whereas anthropogenic activities in aquaculture may cause the dissemination of antibiotic resistance genes (ARGs) in brackish water sediments. The intricate relationships between environmental factors and microbial communities as well as their role in ARGs dissemination in brackish water aquaculture remain unclear. This study applied PCR and 16S sequencing to identify the variations in ARGs, class 1 integron gene (intI1) and microbial communities in brackish water aquaculture sediment. The distribution of ARGs in brackish water aquaculture sediment was similar to that in freshwater aquaculture, and the sulfonamide resistance gene sul1 was the indicator of ARGs. Proteobacteria and Firmicutes were the dominant phyla, and Paenisporosarcina (p_ Firmicutes) was the dominant genus. The results of correlation, network and redundancy analysis indicated that the microbial community in the brackish water aquaculture sediment was function-driven. The neutral model and variation partitioning analysis were used to verify the ecological processes of the bacterial community. The normalized stochasticity ratio showed that pond bacteria community was dominated by determinacy, which was affected by aquaculture activities. The total nitrogen and organic matter influenced the abundance of ARGs, while Proteobacteria and Thiobacillus (p_Proteobacteria) were the key antibiotic-resistant hosts. Our study provides insight into the prevalence of ARGs in brackish water aquaculture sediments, and indicates that brackish water aquaculture is a reservoir of ARGs.
咸水水产养殖带来了许多经济效益,然而水产养殖中的人为活动可能导致抗生素耐药基因(ARGs)在咸水沉积物中的传播。环境因素与微生物群落之间的复杂关系及其在咸水水产养殖中 ARGs 传播的作用仍不清楚。本研究应用 PCR 和 16S 测序技术,研究了咸水水产养殖沉积物中 ARGs、类 1 整合子基因(intI1)和微生物群落的变化。咸水水产养殖沉积物中 ARGs 的分布与淡水水产养殖相似,磺胺类耐药基因 sul1 是 ARGs 的指示基因。变形菌门和厚壁菌门是主要的门,而 Paenisporosarcina(p_Firmicutes)是主要的属。相关性、网络和冗余分析的结果表明,咸水水产养殖沉积物中的微生物群落是功能驱动的。中性模型和变分分配分析用于验证细菌群落的生态过程。归一化随机比表明,池塘细菌群落主要受确定性因素的影响,受水产养殖活动的影响。总氮和有机物影响 ARGs 的丰度,而变形菌门和硫杆菌(p_Proteobacteria)是主要的抗生素耐药宿主。本研究深入了解了 ARGs 在咸水水产养殖沉积物中的流行情况,表明咸水水产养殖是 ARGs 的储存库。