Microbial community and antibiotic resistance gene distribution in food waste, anaerobic digestate, and paddy soil

被引:21
作者
Pan, Xin-rong [1 ,2 ]
Yuzuak, Seyit [3 ]
Lou, Jia-min [1 ]
Chen, Lei [2 ]
Lu, Yin [1 ]
Zuo, Jian-e [2 ,4 ]
机构
[1] Zhejiang Shuren Univ, Coll Biol & Environm Engn, Hangzhou 310015, Peoples R China
[2] Tsinghua Univ, Sch Environm, State Key Joint Lab Environm Simulat & Pollut Cont, Beijing 100084, Peoples R China
[3] Burdur Mehmet Akif Ersoy Univ, Dept Mol Biol & Genet, TR-15030 Burdur, Turkiye
[4] Tsinghua Shenzhen Int Grad Sch, Inst Environm & Ecol, Shenzhen 518055, Peoples R China
关键词
Antibiotic resistance; Food waste; Anaerobic digestate; Paddy soil; Potential host; BACTERIAL COMMUNITIES; FATE; TETRACYCLINE; REDUCTION; SPREADS; SLUDGE; MANURE; WATER;
D O I
10.1016/j.scitotenv.2023.164192
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The study assessed the occurrence and distribution of microbial community and antibiotic resistance genes (ARGs) in food waste, anaerobic digestate, and paddy soil samples, and revealed the potential hosts of ARGs and factors influencing their distribution. A total of 24 bacterial phyla were identified, of which 16 were shared by all samples, with Firmicutes, Bacteroidetes, Actinobacteria, and Proteobacteria accounting for 65.9-92.3 % of the total bacterial community. Firmicutes was the most abundant bacteria in food waste and digestate samples, accounting for 33-83 % of the total microbial community. However, in paddy soil samples with digestate, Proteobacteria had the highest relative abundance of 38-60 %. Further, 22 ARGs were detected in food waste and digestate samples, with multidrug, macrolidelincosamide-streptogramin (MLS), bacitracin, aminoglycoside, tetracycline, vancomycin, sulfonamide, and rifamycin resistance genes being the most abundant and shared by all samples. The highest total relative abundance of ARGs in food waste, digestate, and soil without and with digestate was detected in samples from January 2020, May 2020, October 2019, and May 2020, respectively. The MLS, vancomycin, tetracycline, aminoglycoside, and sulfonamide resistance genes had higher relative abundance in food waste and anaerobic digestate samples, whereas multidrug, bacteriocin, quinolone, and rifampin resistance genes were more abundant in paddy soil samples. Redundancy analysis demonstrated that aminoglycoside, tetracycline, sulfonamide, and rifamycin resistance genes were positively correlated with total ammonia nitrogen and pH of food waste and digestate samples. Vancomycin, multidrug, bacitracin, and fosmidomycin resistance genes had positive correlations with potassium, moisture, and organic matter in soil samples. The co-occurrence of ARG subtypes with bacterial genera was investigated using network analysis. Actinobacteria, Proteobacteria, Bacteroidetes, and Acidobacteria were identified as potential hosts of multidrug resistance genes.
引用
收藏
页数:11
相关论文
共 50 条
[1]   β-Lactam antibiotics and antibiotic resistance in Asian lakes and rivers: An overview of contamination, sources and detection methods [J].
Ana, Katrina Marie Sta ;
Madriaga, Jonalyn ;
Espino, Maria Pythias .
ENVIRONMENTAL POLLUTION, 2021, 275
[2]  
[Anonymous], 2021, Global Antimicrobial Resistance and Use Surveillance System (GLASS)
[3]   Tracking the Sources of Antibiotic Resistance Genes in an Urban Stream during Wet Weather using Shotgun Metagenomic Analyses [J].
Baral, Darshan ;
Dvorak, Bruce I. ;
Admiraal, David ;
Jia, Shangang ;
Zhang, Chi ;
Li, Xu .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2018, 52 (16) :9033-9044
[4]  
Bastian M, 2009, P INT AAAI C WEB SOC, P00, DOI DOI 10.1109/INDICON49873.2020.9342152
[5]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[6]   Enhanced volatile fatty acids (VFAs) production in a thermophilic fermenter with stepwise pH increase - Investigation on dissolved organic matter transformation and microbial community shift [J].
Chen, Yun ;
Jiang, Xie ;
Xiao, Keke ;
Shen, Nan ;
Zeng, Raymond J. ;
Zhou, Yan .
WATER RESEARCH, 2017, 112 :261-268
[7]   UpSetR: an R package for the visualization of intersecting sets and their properties [J].
Conway, Jake R. ;
Lex, Alexander ;
Gehlenborg, Nils .
BIOINFORMATICS, 2017, 33 (18) :2938-2940
[8]   Large-scale patterns of soil antibiotic resistome in Chinese croplands [J].
Du, Shuai ;
Shen, Ju-Pei ;
Hu, Hang-Wei ;
Wang, Jun-Tao ;
Han, Li-Li ;
Sheng, Rong ;
Wei, Wen-Xue ;
Fang, Yun-Ting ;
Zhu, Yong-Guan ;
Zhang, Li-Mei ;
He, Ji-Zheng .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 712
[9]  
Eaton A., 2005, Standard methods for the examination of water and wastewater
[10]   Rapid method for coextraction of DNA and RNA from natural environments for analysis of ribosomal DNA- and rRNA-based microbial community composition [J].
Griffiths, RI ;
Whiteley, AS ;
O'Donnell, AG ;
Bailey, MJ .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2000, 66 (12) :5488-5491