The dynamic of the potential pathogenic bacteria, antibiotic-resistant bacteria, and antibiotic resistance genes in the water at different growth stages of grass carp pond

被引:8
作者
Zhou, Aiguo [1 ,2 ]
Xie, Shaolin [1 ]
Tang, Huijuan [1 ]
Zhang, Li [3 ]
Zhang, Yue [4 ]
Zuo, Zhiheng [1 ]
Li, Xiang [2 ]
Zhao, Wenyu [5 ]
Xu, Guohuan [6 ]
Zou, Jixing [1 ]
机构
[1] South China Agr Univ, Univ Joint Lab Guangdong Prov, Hong Kong & Macao Reg Marine Bioresource Conserva, Guangdong Lab Lingnan Modern Agr,Coll Marine Sci, Guangzhou 510642, Peoples R China
[2] Canadian Food Inspect Agcy, 93 Mt Edward Rd, Charlottetown, PE C1A 5T1, Canada
[3] Huazhong Agr Univ, Coll Fisheries, Wuhan 430070, Peoples R China
[4] Johns Hopkins Univ, Sch Med, Dept Neurol, Baltimore, MD 21287 USA
[5] Changsha Univ Sci & Technol, Sch Hydraul Engn, Key Lab Dongting Lake Aquat Ecoenvironm Control &, Changsha 410114, Peoples R China
[6] Guangdong Acad Sci, Inst Microbiol, State Key Lab Appl Microbiol Southern China, Guangdong Prov Key Lab Microbial Culture Collect, Guangzhou 510070, Peoples R China
关键词
Pond aquaculture; 16S rRNA gene; Environment factors; Potential pathogenic bacteria; Antibiotic resistance bacteria; Antibiotic resistance genes; Aiguo Zhou; AQUACULTURE-ENVIRONMENT INTERACTIONS; MICROBIAL COMMUNITIES; OREOCHROMIS-NILOTICUS; 1ST INSIGHT; DIVERSITY; QUALITY; 16S; ORGANISMS; TILAPIA; DIETS;
D O I
10.1007/s11356-021-17578-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Pond aquaculture has become the most important and broadest breeding model in China, and an extremely important source of aquatic products, but the potential hazard factors of potential pathogenic bacteria (PPB), antibiotic resistance bacteria (ARB), and antibiotic resistance genes (ARGs) in aquaculture environment are largely invisible. In the present study, the bacterial communities in the larvae, juvenile, rearing, and harvesting culture stages of great grass carp (Ctenopharyngodon idellus) ponds were investigated and the structure of microbial flora analysis showed that the larvae culture stage has the highest abundance and the most dominant phyla were Proteobacteria (27.8%). A total of 123 significant Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway annotations and the relative abundance of nine bacterial phenotypes implied that the larvae culture stage had the most abundance of pathogenic potential and mobile elements. The correlation analyses of environmental factors showed that temperature, stocking density, pH, and transparency showed the significant impacts on both the distribution of microbiome and the PPB. More importantly, a total of 40 ARB were identified, and 16 ARGs have the detection rates of 100%, which revealed that they are widely distributed and highly enriched in the aquaculture production. Notably, this is the first robust report to analyze and understand the PPB, ARB, and ARGs characteristics and dynamic changes in the pond aquaculture.
引用
收藏
页码:23806 / 23822
页数:17
相关论文
共 103 条
[1]   Diversity of tetracycline resistance genes in bacteria from aquaculture sources in Australia [J].
Akinbowale, O. L. ;
Peng, H. ;
Barton, M. D. .
JOURNAL OF APPLIED MICROBIOLOGY, 2007, 103 (05) :2016-2025
[2]   Applicability of photodynamic antimicrobial chemotherapy as an alternative to inactivate fish pathogenic bacteria in aquaculture systems [J].
Arrojado, Catia ;
Pereira, Carla ;
Tome, Joao P. C. ;
Faustino, Maria A. F. ;
Neves, Maria G. P. M. S. ;
Tome, Augusto C. ;
Cavaleiro, Jose A. S. ;
Cunha, Angela ;
Calado, Ricardo ;
Gomes, Newton C. M. ;
Almeida, Adelaide .
PHOTOCHEMICAL & PHOTOBIOLOGICAL SCIENCES, 2011, 10 (10) :1691-1700
[3]  
Athauda S, 2020, AGR RES SUSTAINABLE, P333
[4]  
Bhatnagar A, 1999, J ENVIRON BIOL, V20, P115
[5]  
Bhatnagar A, 2010, INT J ENVIRON RES, V4, P57
[6]  
Bochert R., 2017, Archives of Polish Fisheries, V25, P3
[7]   Microbial biogeography of wine grapes is conditioned by cultivar, vintage, and climate [J].
Bokulich, Nicholas A. ;
Thorngate, John H. ;
Richardson, Paul M. ;
Mills, David A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (01) :E139-E148
[8]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[9]   Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 [J].
Bolyen, Evan ;
Rideout, Jai Ram ;
Dillon, Matthew R. ;
Bokulich, NicholasA. ;
Abnet, Christian C. ;
Al-Ghalith, Gabriel A. ;
Alexander, Harriet ;
Alm, Eric J. ;
Arumugam, Manimozhiyan ;
Asnicar, Francesco ;
Bai, Yang ;
Bisanz, Jordan E. ;
Bittinger, Kyle ;
Brejnrod, Asker ;
Brislawn, Colin J. ;
Brown, C. Titus ;
Callahan, Benjamin J. ;
Caraballo-Rodriguez, Andres Mauricio ;
Chase, John ;
Cope, Emily K. ;
Da Silva, Ricardo ;
Diener, Christian ;
Dorrestein, Pieter C. ;
Douglas, Gavin M. ;
Durall, Daniel M. ;
Duvallet, Claire ;
Edwardson, Christian F. ;
Ernst, Madeleine ;
Estaki, Mehrbod ;
Fouquier, Jennifer ;
Gauglitz, Julia M. ;
Gibbons, Sean M. ;
Gibson, Deanna L. ;
Gonzalez, Antonio ;
Gorlick, Kestrel ;
Guo, Jiarong ;
Hillmann, Benjamin ;
Holmes, Susan ;
Holste, Hannes ;
Huttenhower, Curtis ;
Huttley, Gavin A. ;
Janssen, Stefan ;
Jarmusch, Alan K. ;
Jiang, Lingjing ;
Kaehler, Benjamin D. ;
Bin Kang, Kyo ;
Keefe, Christopher R. ;
Keim, Paul ;
Kelley, Scott T. ;
Knights, Dan .
NATURE BIOTECHNOLOGY, 2019, 37 (08) :852-857
[10]  
Boyd C.E., 2014, HDB AQUACULTURE WATE