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Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo
PURPOSE: Urban wastewater treatment plant (WWTP) effluents, even with proper treatment, may cause antimicrobial resistance (AMR) burden, with a high frequency of acquired antimicrobial resistance genes (ARGs). The dissemination of ARGs into the environment increases the risk of infectious diseases;...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9419991/ https://www.ncbi.nlm.nih.gov/pubmed/36039320 http://dx.doi.org/10.2147/IDR.S370669 |
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author | Sekizuka, Tsuyoshi Itokawa, Kentaro Tanaka, Rina Hashino, Masanori Yatsu, Koji Kuroda, Makoto |
author_facet | Sekizuka, Tsuyoshi Itokawa, Kentaro Tanaka, Rina Hashino, Masanori Yatsu, Koji Kuroda, Makoto |
author_sort | Sekizuka, Tsuyoshi |
collection | PubMed |
description | PURPOSE: Urban wastewater treatment plant (WWTP) effluents, even with proper treatment, may cause antimicrobial resistance (AMR) burden, with a high frequency of acquired antimicrobial resistance genes (ARGs). The dissemination of ARGs into the environment increases the risk of infectious diseases; however, there is little direct evidence regarding their epidemiological effects. This study aimed to assess effluents from urban WWTPs around the Tama River and Tokyo Bay using metagenomic analysis of (AMR) genes (ARGs) and heavy-metal resistance genes. METHODS: Metagenomic DNA-seq analysis of water samples and resistome analysis were performed. RESULTS: The most prevalent ARG was the sulfonamide resistance gene, sul1, followed by the quaternary ammonium compound resistance gene, qacE, suggesting that basic gene sets (sul1 and ∆qacE) in the class 1 integrons are the predominant ARGs. The aminoglycoside resistance genes, aadA and aph, and macrolide resistance genes, msr(E) and mph(E), were the predominant ARGs against each antimicrobial. bla(OXA) and bla(GES) were frequently detected, whereas the bla(CTX-M) cluster was faintly detected. Non-metric multidimensional scaling plot analysis and canonical correspondence analysis results suggested that marked differences in ARGs could be involved in the seasonal differences; qnrS2, aac(6’)-Ib, and mef(C) increased markedly in summer, whereas msr(E) was more frequently detected in winter. Heavy-metal (Hg and Cu) resistance genes (HMRGs) were significantly detected in effluents from all WWTPs. CONCLUSION: We characterized a baseline level of the environmental ARG/HMRG profile in the overall community, suggesting that environmental AMR surveillance, particularly in urban WWTPs, is a valuable first step in monitoring the AMR dissemination of bacteria from predominantly healthy individuals carrying notable ARG/Bs. |
format | Online Article Text |
id | pubmed-9419991 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-94199912022-08-28 Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo Sekizuka, Tsuyoshi Itokawa, Kentaro Tanaka, Rina Hashino, Masanori Yatsu, Koji Kuroda, Makoto Infect Drug Resist Original Research PURPOSE: Urban wastewater treatment plant (WWTP) effluents, even with proper treatment, may cause antimicrobial resistance (AMR) burden, with a high frequency of acquired antimicrobial resistance genes (ARGs). The dissemination of ARGs into the environment increases the risk of infectious diseases; however, there is little direct evidence regarding their epidemiological effects. This study aimed to assess effluents from urban WWTPs around the Tama River and Tokyo Bay using metagenomic analysis of (AMR) genes (ARGs) and heavy-metal resistance genes. METHODS: Metagenomic DNA-seq analysis of water samples and resistome analysis were performed. RESULTS: The most prevalent ARG was the sulfonamide resistance gene, sul1, followed by the quaternary ammonium compound resistance gene, qacE, suggesting that basic gene sets (sul1 and ∆qacE) in the class 1 integrons are the predominant ARGs. The aminoglycoside resistance genes, aadA and aph, and macrolide resistance genes, msr(E) and mph(E), were the predominant ARGs against each antimicrobial. bla(OXA) and bla(GES) were frequently detected, whereas the bla(CTX-M) cluster was faintly detected. Non-metric multidimensional scaling plot analysis and canonical correspondence analysis results suggested that marked differences in ARGs could be involved in the seasonal differences; qnrS2, aac(6’)-Ib, and mef(C) increased markedly in summer, whereas msr(E) was more frequently detected in winter. Heavy-metal (Hg and Cu) resistance genes (HMRGs) were significantly detected in effluents from all WWTPs. CONCLUSION: We characterized a baseline level of the environmental ARG/HMRG profile in the overall community, suggesting that environmental AMR surveillance, particularly in urban WWTPs, is a valuable first step in monitoring the AMR dissemination of bacteria from predominantly healthy individuals carrying notable ARG/Bs. Dove 2022-08-23 /pmc/articles/PMC9419991/ /pubmed/36039320 http://dx.doi.org/10.2147/IDR.S370669 Text en © 2022 Sekizuka et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Sekizuka, Tsuyoshi Itokawa, Kentaro Tanaka, Rina Hashino, Masanori Yatsu, Koji Kuroda, Makoto Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo |
title | Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo |
title_full | Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo |
title_fullStr | Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo |
title_full_unstemmed | Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo |
title_short | Metagenomic Analysis of Urban Wastewater Treatment Plant Effluents in Tokyo |
title_sort | metagenomic analysis of urban wastewater treatment plant effluents in tokyo |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9419991/ https://www.ncbi.nlm.nih.gov/pubmed/36039320 http://dx.doi.org/10.2147/IDR.S370669 |
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