Integrative metagenomic dissection of last-resort antibiotic resistance genes and mobile genetic elements in hospital wastewaters

被引:3
作者
Shafiq, Muhammad [1 ,2 ]
Guo, Xiaoling [2 ]
Wang, Meimei [2 ]
Bilal, Hazrat [3 ]
Xin, Li [2 ]
Yuan, Yumeng [2 ]
Yao, Fen [1 ]
Sheikh, Taha Majid Mahmood [2 ]
Khan, Muhammad Nadeem [2 ]
Jiao, Xiaoyang [2 ]
机构
[1] Shantou Univ, Res Inst Clin Pharm, Dept Pharmacol, Med Coll, Shantou 515041, Peoples R China
[2] Shantou Univ, Dept Cell Biol & Genet, Med Coll, Shantou 515041, Peoples R China
[3] Jiangxi Canc Hosp, Affiliated Hosp 2, Jiangxi Canc Inst, Jiangxi Key Lab Oncol,Nanchang Med Coll, Nanchang 330029, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Metagenomics; Hospital wastewater; Binning last-resorts; Antibiotic resistance; Genetic elements; ANTIMICROBIAL RESISTANCE; SURVEILLANCE; MECHANISMS; EFFLUENTS;
D O I
10.1016/j.scitotenv.2024.174930
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Hospital wastewater is a critical source of antimicrobial resistance (AMR), which facilitates the proliferation and spread of clinically significant antimicrobial resistance genes (ARGs) and pathogenic bacteria. This study utilized metagenomic approaches, including advanced binning techniques, such as MetaBAT2, MaxBin2, and CONCOCT, which offer significant improvements in accuracy and completeness over traditional binning methods. These methods were used to comprehensively assess the dynamics and composition of resistomes and mobilomes in untreated wastewater samples taken from two general hospitals and one cancer hospital. This study revealed a diverse bacterial landscape, largely consisting of Proteobacteria, Firmicutes, Bacteroidetes, and Actinobacteria, with notable variations in microbial composition among hospitals. Analysis of the top 15 genera showed unique microbial pattern distribution in each hospital: Aeromonas was predominant in 1stHWTS (49.39 %), Acidovorax in the CAHWTS at 16.85 %, and Escherichia and Bacteroides in the 2ndHWTS at 11.44 % and 11.33 %, respectively. A total of 114 pathogenic bacteria were identified, with drug-resistant Aeromonas caviae and Escherichia coli being the most prevalent. The study identified 34 types and 1660 subtypes of ARGs, including important last-resort antibiotic resistance genes (LARGs), such as blaNDM, mcr, and tet(X). Using metagenomic binning, this study uncovered distinct patterns of host-resistance associations, particularly with Proteobacteria and Firmicutes. Network analysis highlighted the complex interactions among ARGs, mobile genetic elements (MGEs), and bacterial species, all contributing to the dissemination of AMR. These findings emphasize the intricate nature of AMR in hospital wastewater and the influence of hospital-specific factors on microbial resistance patterns. This study provides support for implementing integrated management strategies, including robust surveillance, advanced wastewater treatment, and strict antibiotic stewardship, to control the dissemination of AMR. Understanding the interplay among bacterial communities, ARGs, and MGEs is important for developing effective public health measures against AMR.
引用
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页数:11
相关论文
共 47 条
[1]  
[Anonymous], 2019, Antibiotic resistant threats in the United States [Online]. Available
[2]   Unveiling the dynamics of antibiotic resistome, bacterial communities, and metals from the feces of patients in a typical hospital wastewater treatment system [J].
Bian, Jing ;
Wang, Hang ;
Ding, Haojie ;
Song, Yunqian ;
Zhang, Xiaohui ;
Tang, Xianjun ;
Zhong, Yihua ;
Zhao, Chun .
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 858
[3]   Antimicrobial resistance bacteria and genes detected in hospital sewage provide valuable information in predicting clinical antimicrobial resistance [J].
Cai, Leshan ;
Sun, Jiayu ;
Yao, Fen ;
Yuan, Yumeng ;
Zeng, Mi ;
Zhang, Qiaoxin ;
Xie, Qingdong ;
Wang, Shiwei ;
Wang, Zhen ;
Jiao, Xiaoyang .
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 795
[4]   Cartography of opportunistic pathogens and antibiotic resistance genes in a tertiary hospital environment [J].
Chng, Kern Rei ;
Li, Chenhao ;
Bertrand, Denis ;
Ng, Amanda Hui Qi ;
Kwah, Junmei Samantha ;
Low, Hwee Meng ;
Tong, Chengxuan ;
Natrajan, Maanasa ;
Zhang, Michael Hongjie ;
Xu, Licheng ;
Ko, Karrie Kwan Ki ;
Ho, Eliza Xin Pei ;
Av-Shalom, Tamar, V ;
Teo, Jeanette Woon Pei ;
Khor, Chiea Chuen ;
Chen, Swaine L. ;
Mason, Christopher E. ;
Ng, Oon Tek ;
Marimuthu, Kalisvar ;
Ang, Brenda ;
Nagarajan, Niranjan ;
Danko, David ;
Bezdan, Daniela ;
Afshinnekoo, Ebrahim ;
Ahsanuddin, Sofia ;
Bhattacharya, Chandrima ;
Butler, Daniel J. ;
De Filippis, Francesca ;
Hecht, Jochen ;
Kahles, Andre ;
Karasikov, Mikhail ;
Kyrpides, Nikos C. ;
Leung, Marcus H. Y. ;
Meleshko, Dmitry ;
Mustafa, Harun ;
Mutai, Beth ;
Neches, Russell Y. ;
Ng, Amanda ;
Nieto-Caballero, Marina ;
Nikolayeva, Olga ;
Nikolayeva, Tatyana ;
Png, Eileen ;
Sanchez, Jorge L. ;
Shaaban, Heba ;
Sierra, Maria A. ;
Tong, Xinzhao ;
Young, Ben ;
Alicea, Josue ;
Bhattacharyya, Malay ;
Blekhman, Ran .
NATURE MEDICINE, 2020, 26 (06) :941-+
[5]   Forecasting the dissemination of antibiotic resistance genes across bacterial genomes [J].
Ellabaan, Mostafa M. H. ;
Munck, Christian ;
Porse, Andreas ;
Imamovic, Lejla ;
Sommer, Morten O. A. .
NATURE COMMUNICATIONS, 2021, 12 (01)
[6]   Antibiotics and Bacterial Resistance in the 21st Century [J].
Fair, Richard J. ;
Tor, Yitzhak .
PERSPECTIVES IN MEDICINAL CHEMISTRY, 2014, 6 :25-64
[7]   Antimicrobial Resistance Threats in the emerging COVID-19 pandemic: Where do we stand? [J].
Ghosh, Soumya ;
Bornman, Charne ;
Zafer, Mai M. .
JOURNAL OF INFECTION AND PUBLIC HEALTH, 2021, 14 (05) :555-560
[8]   Metagenomic Analysis of Antibiotic Resistance Genes in Untreated Wastewater From Three Different Hospitals [J].
Guo, Xiurong ;
Tang, Nan ;
Lei, Hui ;
Fang, Qi ;
Liu, Li ;
Zhou, Quan ;
Song, Can .
FRONTIERS IN MICROBIOLOGY, 2021, 12
[9]   Comparison of antibiotic-resistant bacteria and antibiotic resistance genes abundance in hospital and community wastewater: A systematic review [J].
Hassoun-Kheir, Nasreen ;
Stabholz, Yoav ;
Kreft, Jan-Ulrich ;
de la Cruz, Roberto ;
Romalde, Jesus L. ;
Nesme, Joseph ;
Sorensen, Soren J. ;
Smets, Barth F. ;
Graham, David ;
Paul, Mical .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 743
[10]   Emergence of plasmid-mediated high-level tigecycline resistance genes in animals and humans [J].
He, Tao ;
Wang, Ran ;
Liu, Dejun ;
Walsh, Timothy R. ;
Zhang, Rong ;
Lv, Yuan ;
Ke, Yuebin ;
Ji, Quanjiang ;
Wei, Ruicheng ;
Liu, Zhihai ;
Shen, Yingbo ;
Wang, Gang ;
Sun, Lichang ;
Lei, Lei ;
Lv, Ziquan ;
Li, Yun ;
Pang, Maoda ;
Wang, Liyuan ;
Sun, Qiaoling ;
Fu, Yulin ;
Song, Huangwei ;
Hao, Yuxin ;
Shen, Zhangqi ;
Wang, Shaolin ;
Chen, Gongxiang ;
Wu, Congming ;
Shen, Jianzhong ;
Wang, Yang .
NATURE MICROBIOLOGY, 2019, 4 (09) :1450-1456