Salinity as a predominant factor modulating the distribution patterns of antibiotic resistance genes in ocean and river beach soils
Growing evidence points to the pivotal role of the environmental factors in influencing the transmission of antibiotic resistance genes (ARGs) and the propagation of resistant human pathogens. However, our understanding of the ecological and evolutionary environmental factors that contribute to deve...
Gespeichert in:
Veröffentlicht in: | The Science of the total environment 2019-06, Vol.668, p.193-203 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 203 |
---|---|
container_issue | |
container_start_page | 193 |
container_title | The Science of the total environment |
container_volume | 668 |
creator | Zhang, Yu-Jing Hu, Hang-Wei Yan, Hui Wang, Jun-Tao Lam, Shu Kee Chen, Qing-Lin Chen, Deli He, Ji-Zheng |
description | Growing evidence points to the pivotal role of the environmental factors in influencing the transmission of antibiotic resistance genes (ARGs) and the propagation of resistant human pathogens. However, our understanding of the ecological and evolutionary environmental factors that contribute to development and dissemination of antibiotic resistance is lacking. Here, we profiled a wide variety of ARGs using the high-throughput quantitative PCR analysis in 61 soil samples collected from ocean and river beaches, which are hotspots for human activities and platforms for potential transmission of environmental ARGs to human pathogens. We identified the dominant abiotic and biotic factors influencing the diversity, abundance and composition of ARGs in these ecosystems. A total of 110 ARGs conferring resistance to eight major categories of antibiotics were detected. The core resistome was mainly affiliated into β-lactam and multidrug resistance, accounting for 66.9% of the total abundance of ARGs. The oprJ gene conferring resistance to multidrug was the most widespread ARG subtype detected in all the samples. The relative abundances of total ARGs and core resistome were significantly correlated with salinity-related properties including electrical conductivity and concentrations of sodium and chloride. Random forest analysis and structural equation modelling revealed that salinity was the most important factor modulating the distribution patterns of beach soil ARGs after accounting for multiple drivers. These findings suggest that beach soil is a rich reservoir of ARGs and that salinity is a predominant factor shaping the distribution patterns of soil resistome.
[Display omitted]
•Ocean and river beach soils are important reservoirs of antibiotic resistance genes (ARGs).•The oprJ gene is the most widespread ARG in beach soils.•Beach soils in different geographical locations shared extensive core resistome.•The abundance of ARGs had a significantly positive correlation with soil salinity properties.•Salinity is the most important factor modulating the distribution patterns of beach soil ARGs. |
doi_str_mv | 10.1016/j.scitotenv.2019.02.454 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2189541549</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0048969719309660</els_id><sourcerecordid>2189541549</sourcerecordid><originalsourceid>FETCH-LOGICAL-c420t-b257ec5e2dbc711108523129d7c499e6f7ce734c157cdfa83718bf8d465acd583</originalsourceid><addsrcrecordid>eNqFkT9vFDEQxS0EIpfAVwCXNLvY3j-2yygigBSJAqgtrz2bzGnXPmzvSan54vh0IW2mmeb35unNI-QjZy1nfPy8b7PDEguEYysY1y0TbT_0r8iOK6kbzsT4muwY61WjRy0vyGXOe1ZHKv6WXHRMDXxUbEf-_rQLBiyP1GZq6SGBjysGGwqdrSsx0TX6bbEFwz0tD0A95pJw2grGQA-2FEgh0zjTKsEJY0FHE-RK2eCA3kOATDHQ6MCGCnma8AiJTmDdA80Rl_yOvJntkuH9074iv2-__Lr51tz9-Pr95vqucb1gpZnEIMENIPzkJOe8ZhAdF9pL12sN4ywdyK53fJDOz1Z1kqtpVr4fB-v8oLor8ul895Dinw1yMStmB8tiA8QtG8GVHno-9Lqi8oy6FHNOMJtDwtWmR8OZOTVg9ua5AXNqwDBhagNV-eHJZJtW8M-6_y-vwPUZgBr1iJBOh6D-ymMCV4yP-KLJP3VJnz4</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2189541549</pqid></control><display><type>article</type><title>Salinity as a predominant factor modulating the distribution patterns of antibiotic resistance genes in ocean and river beach soils</title><source>Elsevier ScienceDirect Journals</source><creator>Zhang, Yu-Jing ; Hu, Hang-Wei ; Yan, Hui ; Wang, Jun-Tao ; Lam, Shu Kee ; Chen, Qing-Lin ; Chen, Deli ; He, Ji-Zheng</creator><creatorcontrib>Zhang, Yu-Jing ; Hu, Hang-Wei ; Yan, Hui ; Wang, Jun-Tao ; Lam, Shu Kee ; Chen, Qing-Lin ; Chen, Deli ; He, Ji-Zheng</creatorcontrib><description>Growing evidence points to the pivotal role of the environmental factors in influencing the transmission of antibiotic resistance genes (ARGs) and the propagation of resistant human pathogens. However, our understanding of the ecological and evolutionary environmental factors that contribute to development and dissemination of antibiotic resistance is lacking. Here, we profiled a wide variety of ARGs using the high-throughput quantitative PCR analysis in 61 soil samples collected from ocean and river beaches, which are hotspots for human activities and platforms for potential transmission of environmental ARGs to human pathogens. We identified the dominant abiotic and biotic factors influencing the diversity, abundance and composition of ARGs in these ecosystems. A total of 110 ARGs conferring resistance to eight major categories of antibiotics were detected. The core resistome was mainly affiliated into β-lactam and multidrug resistance, accounting for 66.9% of the total abundance of ARGs. The oprJ gene conferring resistance to multidrug was the most widespread ARG subtype detected in all the samples. The relative abundances of total ARGs and core resistome were significantly correlated with salinity-related properties including electrical conductivity and concentrations of sodium and chloride. Random forest analysis and structural equation modelling revealed that salinity was the most important factor modulating the distribution patterns of beach soil ARGs after accounting for multiple drivers. These findings suggest that beach soil is a rich reservoir of ARGs and that salinity is a predominant factor shaping the distribution patterns of soil resistome.
[Display omitted]
•Ocean and river beach soils are important reservoirs of antibiotic resistance genes (ARGs).•The oprJ gene is the most widespread ARG in beach soils.•Beach soils in different geographical locations shared extensive core resistome.•The abundance of ARGs had a significantly positive correlation with soil salinity properties.•Salinity is the most important factor modulating the distribution patterns of beach soil ARGs.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2019.02.454</identifier><identifier>PMID: 30851680</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Bacterial community ; Beach soils ; Public health ; Soil resistome ; Soil salinity</subject><ispartof>The Science of the total environment, 2019-06, Vol.668, p.193-203</ispartof><rights>2019 Elsevier B.V.</rights><rights>Copyright © 2019 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c420t-b257ec5e2dbc711108523129d7c499e6f7ce734c157cdfa83718bf8d465acd583</citedby><cites>FETCH-LOGICAL-c420t-b257ec5e2dbc711108523129d7c499e6f7ce734c157cdfa83718bf8d465acd583</cites><orcidid>0000-0002-3294-102X ; 0000-0001-6767-1376 ; 0000-0001-7943-5004</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2019.02.454$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30851680$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Yu-Jing</creatorcontrib><creatorcontrib>Hu, Hang-Wei</creatorcontrib><creatorcontrib>Yan, Hui</creatorcontrib><creatorcontrib>Wang, Jun-Tao</creatorcontrib><creatorcontrib>Lam, Shu Kee</creatorcontrib><creatorcontrib>Chen, Qing-Lin</creatorcontrib><creatorcontrib>Chen, Deli</creatorcontrib><creatorcontrib>He, Ji-Zheng</creatorcontrib><title>Salinity as a predominant factor modulating the distribution patterns of antibiotic resistance genes in ocean and river beach soils</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Growing evidence points to the pivotal role of the environmental factors in influencing the transmission of antibiotic resistance genes (ARGs) and the propagation of resistant human pathogens. However, our understanding of the ecological and evolutionary environmental factors that contribute to development and dissemination of antibiotic resistance is lacking. Here, we profiled a wide variety of ARGs using the high-throughput quantitative PCR analysis in 61 soil samples collected from ocean and river beaches, which are hotspots for human activities and platforms for potential transmission of environmental ARGs to human pathogens. We identified the dominant abiotic and biotic factors influencing the diversity, abundance and composition of ARGs in these ecosystems. A total of 110 ARGs conferring resistance to eight major categories of antibiotics were detected. The core resistome was mainly affiliated into β-lactam and multidrug resistance, accounting for 66.9% of the total abundance of ARGs. The oprJ gene conferring resistance to multidrug was the most widespread ARG subtype detected in all the samples. The relative abundances of total ARGs and core resistome were significantly correlated with salinity-related properties including electrical conductivity and concentrations of sodium and chloride. Random forest analysis and structural equation modelling revealed that salinity was the most important factor modulating the distribution patterns of beach soil ARGs after accounting for multiple drivers. These findings suggest that beach soil is a rich reservoir of ARGs and that salinity is a predominant factor shaping the distribution patterns of soil resistome.
[Display omitted]
•Ocean and river beach soils are important reservoirs of antibiotic resistance genes (ARGs).•The oprJ gene is the most widespread ARG in beach soils.•Beach soils in different geographical locations shared extensive core resistome.•The abundance of ARGs had a significantly positive correlation with soil salinity properties.•Salinity is the most important factor modulating the distribution patterns of beach soil ARGs.</description><subject>Bacterial community</subject><subject>Beach soils</subject><subject>Public health</subject><subject>Soil resistome</subject><subject>Soil salinity</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqFkT9vFDEQxS0EIpfAVwCXNLvY3j-2yygigBSJAqgtrz2bzGnXPmzvSan54vh0IW2mmeb35unNI-QjZy1nfPy8b7PDEguEYysY1y0TbT_0r8iOK6kbzsT4muwY61WjRy0vyGXOe1ZHKv6WXHRMDXxUbEf-_rQLBiyP1GZq6SGBjysGGwqdrSsx0TX6bbEFwz0tD0A95pJw2grGQA-2FEgh0zjTKsEJY0FHE-RK2eCA3kOATDHQ6MCGCnma8AiJTmDdA80Rl_yOvJntkuH9074iv2-__Lr51tz9-Pr95vqucb1gpZnEIMENIPzkJOe8ZhAdF9pL12sN4ywdyK53fJDOz1Z1kqtpVr4fB-v8oLor8ul895Dinw1yMStmB8tiA8QtG8GVHno-9Lqi8oy6FHNOMJtDwtWmR8OZOTVg9ua5AXNqwDBhagNV-eHJZJtW8M-6_y-vwPUZgBr1iJBOh6D-ymMCV4yP-KLJP3VJnz4</recordid><startdate>20190610</startdate><enddate>20190610</enddate><creator>Zhang, Yu-Jing</creator><creator>Hu, Hang-Wei</creator><creator>Yan, Hui</creator><creator>Wang, Jun-Tao</creator><creator>Lam, Shu Kee</creator><creator>Chen, Qing-Lin</creator><creator>Chen, Deli</creator><creator>He, Ji-Zheng</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3294-102X</orcidid><orcidid>https://orcid.org/0000-0001-6767-1376</orcidid><orcidid>https://orcid.org/0000-0001-7943-5004</orcidid></search><sort><creationdate>20190610</creationdate><title>Salinity as a predominant factor modulating the distribution patterns of antibiotic resistance genes in ocean and river beach soils</title><author>Zhang, Yu-Jing ; Hu, Hang-Wei ; Yan, Hui ; Wang, Jun-Tao ; Lam, Shu Kee ; Chen, Qing-Lin ; Chen, Deli ; He, Ji-Zheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c420t-b257ec5e2dbc711108523129d7c499e6f7ce734c157cdfa83718bf8d465acd583</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Bacterial community</topic><topic>Beach soils</topic><topic>Public health</topic><topic>Soil resistome</topic><topic>Soil salinity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Yu-Jing</creatorcontrib><creatorcontrib>Hu, Hang-Wei</creatorcontrib><creatorcontrib>Yan, Hui</creatorcontrib><creatorcontrib>Wang, Jun-Tao</creatorcontrib><creatorcontrib>Lam, Shu Kee</creatorcontrib><creatorcontrib>Chen, Qing-Lin</creatorcontrib><creatorcontrib>Chen, Deli</creatorcontrib><creatorcontrib>He, Ji-Zheng</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Yu-Jing</au><au>Hu, Hang-Wei</au><au>Yan, Hui</au><au>Wang, Jun-Tao</au><au>Lam, Shu Kee</au><au>Chen, Qing-Lin</au><au>Chen, Deli</au><au>He, Ji-Zheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Salinity as a predominant factor modulating the distribution patterns of antibiotic resistance genes in ocean and river beach soils</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2019-06-10</date><risdate>2019</risdate><volume>668</volume><spage>193</spage><epage>203</epage><pages>193-203</pages><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Growing evidence points to the pivotal role of the environmental factors in influencing the transmission of antibiotic resistance genes (ARGs) and the propagation of resistant human pathogens. However, our understanding of the ecological and evolutionary environmental factors that contribute to development and dissemination of antibiotic resistance is lacking. Here, we profiled a wide variety of ARGs using the high-throughput quantitative PCR analysis in 61 soil samples collected from ocean and river beaches, which are hotspots for human activities and platforms for potential transmission of environmental ARGs to human pathogens. We identified the dominant abiotic and biotic factors influencing the diversity, abundance and composition of ARGs in these ecosystems. A total of 110 ARGs conferring resistance to eight major categories of antibiotics were detected. The core resistome was mainly affiliated into β-lactam and multidrug resistance, accounting for 66.9% of the total abundance of ARGs. The oprJ gene conferring resistance to multidrug was the most widespread ARG subtype detected in all the samples. The relative abundances of total ARGs and core resistome were significantly correlated with salinity-related properties including electrical conductivity and concentrations of sodium and chloride. Random forest analysis and structural equation modelling revealed that salinity was the most important factor modulating the distribution patterns of beach soil ARGs after accounting for multiple drivers. These findings suggest that beach soil is a rich reservoir of ARGs and that salinity is a predominant factor shaping the distribution patterns of soil resistome.
[Display omitted]
•Ocean and river beach soils are important reservoirs of antibiotic resistance genes (ARGs).•The oprJ gene is the most widespread ARG in beach soils.•Beach soils in different geographical locations shared extensive core resistome.•The abundance of ARGs had a significantly positive correlation with soil salinity properties.•Salinity is the most important factor modulating the distribution patterns of beach soil ARGs.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>30851680</pmid><doi>10.1016/j.scitotenv.2019.02.454</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-3294-102X</orcidid><orcidid>https://orcid.org/0000-0001-6767-1376</orcidid><orcidid>https://orcid.org/0000-0001-7943-5004</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0048-9697 |
ispartof | The Science of the total environment, 2019-06, Vol.668, p.193-203 |
issn | 0048-9697 1879-1026 |
language | eng |
recordid | cdi_proquest_miscellaneous_2189541549 |
source | Elsevier ScienceDirect Journals |
subjects | Bacterial community Beach soils Public health Soil resistome Soil salinity |
title | Salinity as a predominant factor modulating the distribution patterns of antibiotic resistance genes in ocean and river beach soils |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T00%3A14%3A39IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Salinity%20as%20a%20predominant%20factor%20modulating%20the%20distribution%20patterns%20of%20antibiotic%20resistance%20genes%20in%20ocean%20and%20river%20beach%20soils&rft.jtitle=The%20Science%20of%20the%20total%20environment&rft.au=Zhang,%20Yu-Jing&rft.date=2019-06-10&rft.volume=668&rft.spage=193&rft.epage=203&rft.pages=193-203&rft.issn=0048-9697&rft.eissn=1879-1026&rft_id=info:doi/10.1016/j.scitotenv.2019.02.454&rft_dat=%3Cproquest_cross%3E2189541549%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2189541549&rft_id=info:pmid/30851680&rft_els_id=S0048969719309660&rfr_iscdi=true |