The occurrence and diversity of antibiotic resistance and virulence factor genes in wastewater from four North American treatment plants
The spread of antibiotic resistance in aquatic environments is an emerging environmental issue due to potential threats to public health. Wastewater treatment plants (WWTPs) could serve as a sink for removal of antibiotic-resistant bacteria (ARB), antibiotic resistance genes (ARGs), and virulence fa...
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Veröffentlicht in: | Environmental science water research & technology 2022-07, Vol.8 (8), p.165-1664 |
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description | The spread of antibiotic resistance in aquatic environments is an emerging environmental issue due to potential threats to public health. Wastewater treatment plants (WWTPs) could serve as a sink for removal of antibiotic-resistant bacteria (ARB), antibiotic resistance genes (ARGs), and virulence factor genes (VFGs) from wastewater before discharge to the environment, or an amplifier because the stress conditions prevailing in sewage treatment processes may favor the proliferation of ARB, ARGs, and VFGs. In this study, we performed metagenomic sequencing and analyses to examine the diversity of microbial communities and the fate of ARGs, antibiotic biosynthesis genes (ABSGs) and VFGs in sixteen (16) sewage samples collected from four large WWTPs located at two major metropolitan centers on the east and west coast of the United States. Multivariate analysis revealed that the diversity and composition of microbial communities and ARGs in sewage samples were primarily associated with the wastewater treatment processes. The overall relative abundances of ARGs and VFGs declined by over 20% after treatments. However, the activated sludge process (ASP) selectively enriched ARGs encoding multidrug resistance and certain VFGs as indicated by the increase of their relative abundance in mixed liquor suspended solids. The relative abundances of sub-groups of ABSGs were also substantially amplified during ASP. These findings provide insights into the impact of conventional wastewater treatment processes on the prevalence of ARGs and VFGs to better understand the dissemination of ARGs and VFGs through human sewage. Comparison of different treatment processes in relation to ARGs removal also helps to identify strategies to reduce the spread of antibiotic resistance through sewage discharge.
The total ARGs and VFGs declined after treatments. Antibiotic biosynthesis genes were amplified during activated sludge processes. Multidrug ARGs dominate in wastewater. |
doi_str_mv | 10.1039/d1ew00820j |
format | Article |
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The total ARGs and VFGs declined after treatments. Antibiotic biosynthesis genes were amplified during activated sludge processes. Multidrug ARGs dominate in wastewater.</description><identifier>ISSN: 2053-1400</identifier><identifier>EISSN: 2053-1419</identifier><identifier>DOI: 10.1039/d1ew00820j</identifier><language>eng</language><publisher>Cambridge: Royal Society of Chemistry</publisher><subject>Abundance ; Activated sludge ; Activated sludge process ; Antibiotic resistance ; Antibiotics ; Aquatic environment ; Biosynthesis ; Discharge ; Disease resistance ; Drug resistance ; Genes ; Metagenomics ; Microbial activity ; Microorganisms ; Multidrug resistance ; Multivariate analysis ; Proliferation ; Public health ; Relative abundance ; Removal ; Resistance factors ; Sewage ; Sewage disposal ; Sewage treatment ; Sewage treatment plants ; Sludge ; Solid suspensions ; Suspended particulate matter ; Suspended solids ; Virulence ; Wastewater treatment ; Wastewater treatment plants ; Water treatment</subject><ispartof>Environmental science water research & technology, 2022-07, Vol.8 (8), p.165-1664</ispartof><rights>Copyright Royal Society of Chemistry 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c281t-3446c5fdaf7c301dd003191b8f448ca49bd9b0d08871e13a1ac3ed2e7be321c3</citedby><cites>FETCH-LOGICAL-c281t-3446c5fdaf7c301dd003191b8f448ca49bd9b0d08871e13a1ac3ed2e7be321c3</cites><orcidid>0000-0002-4993-8038</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>Le, Loan T</creatorcontrib><creatorcontrib>Huang, Zhuojin</creatorcontrib><creatorcontrib>Whiteson, Katrine</creatorcontrib><creatorcontrib>Jiang, Sunny</creatorcontrib><title>The occurrence and diversity of antibiotic resistance and virulence factor genes in wastewater from four North American treatment plants</title><title>Environmental science water research & technology</title><description>The spread of antibiotic resistance in aquatic environments is an emerging environmental issue due to potential threats to public health. Wastewater treatment plants (WWTPs) could serve as a sink for removal of antibiotic-resistant bacteria (ARB), antibiotic resistance genes (ARGs), and virulence factor genes (VFGs) from wastewater before discharge to the environment, or an amplifier because the stress conditions prevailing in sewage treatment processes may favor the proliferation of ARB, ARGs, and VFGs. In this study, we performed metagenomic sequencing and analyses to examine the diversity of microbial communities and the fate of ARGs, antibiotic biosynthesis genes (ABSGs) and VFGs in sixteen (16) sewage samples collected from four large WWTPs located at two major metropolitan centers on the east and west coast of the United States. Multivariate analysis revealed that the diversity and composition of microbial communities and ARGs in sewage samples were primarily associated with the wastewater treatment processes. The overall relative abundances of ARGs and VFGs declined by over 20% after treatments. However, the activated sludge process (ASP) selectively enriched ARGs encoding multidrug resistance and certain VFGs as indicated by the increase of their relative abundance in mixed liquor suspended solids. The relative abundances of sub-groups of ABSGs were also substantially amplified during ASP. These findings provide insights into the impact of conventional wastewater treatment processes on the prevalence of ARGs and VFGs to better understand the dissemination of ARGs and VFGs through human sewage. Comparison of different treatment processes in relation to ARGs removal also helps to identify strategies to reduce the spread of antibiotic resistance through sewage discharge.
The total ARGs and VFGs declined after treatments. Antibiotic biosynthesis genes were amplified during activated sludge processes. Multidrug ARGs dominate in wastewater.</description><subject>Abundance</subject><subject>Activated sludge</subject><subject>Activated sludge process</subject><subject>Antibiotic resistance</subject><subject>Antibiotics</subject><subject>Aquatic environment</subject><subject>Biosynthesis</subject><subject>Discharge</subject><subject>Disease resistance</subject><subject>Drug resistance</subject><subject>Genes</subject><subject>Metagenomics</subject><subject>Microbial activity</subject><subject>Microorganisms</subject><subject>Multidrug resistance</subject><subject>Multivariate analysis</subject><subject>Proliferation</subject><subject>Public health</subject><subject>Relative abundance</subject><subject>Removal</subject><subject>Resistance factors</subject><subject>Sewage</subject><subject>Sewage disposal</subject><subject>Sewage treatment</subject><subject>Sewage treatment plants</subject><subject>Sludge</subject><subject>Solid suspensions</subject><subject>Suspended particulate matter</subject><subject>Suspended solids</subject><subject>Virulence</subject><subject>Wastewater treatment</subject><subject>Wastewater treatment plants</subject><subject>Water treatment</subject><issn>2053-1400</issn><issn>2053-1419</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpFkU1PwzAMhisEEtPYhTtSJG5IBadpt_Y4jfGlCS6TOFZp4rBMazOcdNP-AT-bssE42bIf-7VeR9Elh1sOorjTHLcAeQLLk6iXQCZinvLi9JgDnEcD75cAwIeia4le9DVfIHNKtUTYKGSy0UzbDZK3Ycec6QrBVtYFqxihtz7IP2xjqV3th4xUwRH7wAY9sw3bSh9wKwMSM-RqZlxL7NVRWLBxjWSVbFgglKHGJrD1qtPwF9GZkSuPg9_Yj-YP0_nkKZ69PT5PxrNYJTkPsUjTocqMlmakBHCtAQQveJWbNM2VTItKFxVoyPMRRy4kl0qgTnBUoUi4Ev3o-rB2Te6zRR_KZXdc0ymWybDI0iIrRNpRNwdKkfOe0JRrsrWkXcmh_PG6vOfT973XLx18dYDJqyP3_wvxDY1DfjE</recordid><startdate>20220728</startdate><enddate>20220728</enddate><creator>Le, Loan T</creator><creator>Huang, Zhuojin</creator><creator>Whiteson, Katrine</creator><creator>Jiang, Sunny</creator><general>Royal Society of Chemistry</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7ST</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>L.G</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-4993-8038</orcidid></search><sort><creationdate>20220728</creationdate><title>The occurrence and diversity of antibiotic resistance and virulence factor genes in wastewater from four North American treatment plants</title><author>Le, Loan T ; Huang, Zhuojin ; Whiteson, Katrine ; Jiang, Sunny</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c281t-3446c5fdaf7c301dd003191b8f448ca49bd9b0d08871e13a1ac3ed2e7be321c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Abundance</topic><topic>Activated sludge</topic><topic>Activated sludge process</topic><topic>Antibiotic resistance</topic><topic>Antibiotics</topic><topic>Aquatic environment</topic><topic>Biosynthesis</topic><topic>Discharge</topic><topic>Disease resistance</topic><topic>Drug resistance</topic><topic>Genes</topic><topic>Metagenomics</topic><topic>Microbial activity</topic><topic>Microorganisms</topic><topic>Multidrug resistance</topic><topic>Multivariate analysis</topic><topic>Proliferation</topic><topic>Public health</topic><topic>Relative abundance</topic><topic>Removal</topic><topic>Resistance factors</topic><topic>Sewage</topic><topic>Sewage disposal</topic><topic>Sewage treatment</topic><topic>Sewage treatment plants</topic><topic>Sludge</topic><topic>Solid suspensions</topic><topic>Suspended particulate matter</topic><topic>Suspended solids</topic><topic>Virulence</topic><topic>Wastewater treatment</topic><topic>Wastewater treatment plants</topic><topic>Water treatment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Le, Loan T</creatorcontrib><creatorcontrib>Huang, Zhuojin</creatorcontrib><creatorcontrib>Whiteson, Katrine</creatorcontrib><creatorcontrib>Jiang, Sunny</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Environment Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><jtitle>Environmental science water research & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Le, Loan T</au><au>Huang, Zhuojin</au><au>Whiteson, Katrine</au><au>Jiang, Sunny</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The occurrence and diversity of antibiotic resistance and virulence factor genes in wastewater from four North American treatment plants</atitle><jtitle>Environmental science water research & technology</jtitle><date>2022-07-28</date><risdate>2022</risdate><volume>8</volume><issue>8</issue><spage>165</spage><epage>1664</epage><pages>165-1664</pages><issn>2053-1400</issn><eissn>2053-1419</eissn><abstract>The spread of antibiotic resistance in aquatic environments is an emerging environmental issue due to potential threats to public health. Wastewater treatment plants (WWTPs) could serve as a sink for removal of antibiotic-resistant bacteria (ARB), antibiotic resistance genes (ARGs), and virulence factor genes (VFGs) from wastewater before discharge to the environment, or an amplifier because the stress conditions prevailing in sewage treatment processes may favor the proliferation of ARB, ARGs, and VFGs. In this study, we performed metagenomic sequencing and analyses to examine the diversity of microbial communities and the fate of ARGs, antibiotic biosynthesis genes (ABSGs) and VFGs in sixteen (16) sewage samples collected from four large WWTPs located at two major metropolitan centers on the east and west coast of the United States. Multivariate analysis revealed that the diversity and composition of microbial communities and ARGs in sewage samples were primarily associated with the wastewater treatment processes. The overall relative abundances of ARGs and VFGs declined by over 20% after treatments. However, the activated sludge process (ASP) selectively enriched ARGs encoding multidrug resistance and certain VFGs as indicated by the increase of their relative abundance in mixed liquor suspended solids. The relative abundances of sub-groups of ABSGs were also substantially amplified during ASP. These findings provide insights into the impact of conventional wastewater treatment processes on the prevalence of ARGs and VFGs to better understand the dissemination of ARGs and VFGs through human sewage. Comparison of different treatment processes in relation to ARGs removal also helps to identify strategies to reduce the spread of antibiotic resistance through sewage discharge.
The total ARGs and VFGs declined after treatments. Antibiotic biosynthesis genes were amplified during activated sludge processes. Multidrug ARGs dominate in wastewater.</abstract><cop>Cambridge</cop><pub>Royal Society of Chemistry</pub><doi>10.1039/d1ew00820j</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-4993-8038</orcidid></addata></record> |
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source | Royal Society Of Chemistry Journals 2008- |
subjects | Abundance Activated sludge Activated sludge process Antibiotic resistance Antibiotics Aquatic environment Biosynthesis Discharge Disease resistance Drug resistance Genes Metagenomics Microbial activity Microorganisms Multidrug resistance Multivariate analysis Proliferation Public health Relative abundance Removal Resistance factors Sewage Sewage disposal Sewage treatment Sewage treatment plants Sludge Solid suspensions Suspended particulate matter Suspended solids Virulence Wastewater treatment Wastewater treatment plants Water treatment |
title | The occurrence and diversity of antibiotic resistance and virulence factor genes in wastewater from four North American treatment plants |
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